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] [13.582188368100001:54.915453171400003]
tree_sizes=3333 3348 3365 3358 3366 3359 3359 3364 3375 3368 3375 3381 3378 3365 3367 3379 3372 3379 3374 3377 3366 3370 3373 3382 3372 3374 3386 3377 3364 3367 3372 3379 3381 3366 3396 3389 3367 3365 3379 3364 3381 3387 3375 3381 3384 3376 3400 3372 3378 3395 3369 3387 3398 3381 3394 3388 3384 3400 3366 3408 3381 3408 3395 3392 3385 3375 3396 3383 3384 3396 3404 3374 3405 3417 3366 3411 3381 3399 3410 3375 3393 3390 3407 3397 3415 3385 3403 3402 3418 3392 3398 3435 3402 3383 3414 3390 3417 3409 3387 3416 3401 3398 3380 3408 3413 3427 3390 3405 3397 3404 3403 3389 3391 3400 3402 3409 3391 3381 3410 3397 3389 3412 3399 3405 3395 3415 3413 3402 3414 3409 3382 3435 3385 3416 3422 3435 3439 3399 3421 3383 3432 3423 3429 3421 3405 3386 3437 3420 3412 3417 3396 3416 3417 3425 3436 3388 3415 3413 3393 3398 3414 3425 3421 3392 3429 3420 3408 3402 3412 3408 3412 3418 3423 3426 3429 3426 3425 3430 3416 3423 3418 3421 3428 3430 3398 3390 3413 3449 3418 3396 3417 3423 3440 3406 3417 3416 3418 3403 3439 3440 3425 3408 3405 3407 3436 3423 3413 3429 3436 3456 3428 3420 3423 3422 3421 3415 3439 3413 3435 3408 3409 3440 3432 3407 3433 3421 3423 3430 3431 3439 3435 3411 3423 3424 3428 3453 3430 3402 3419 3409 3428 3413 3413 3415 3423 3429 3425 3413 3438 3420 3443 3413 3449 3420 3442 3430 3430 3420 3417 3435 3413 3423 3430 3437 3412 3443 3464 3441 3424 3422 3397 3424 3438 3441 3449 3439 3436 3431 3440 3448 3424 3427 3437 3456 3447 3429 3453 3423 3439 3434 3436 3456 3426 3426 3447 3458 3442 3425 3426 3438 3452 3439 3426 3432 3430 3440 3441 3448 3406 3437 3447 3448 3412 3437 3455 3409 3402 3450 3427 3449 3448 3438 3438 3451 3426 3448 3452 3462 3431 3464 3421 3415 3440 3446 3427 3432 3420 3436 3413 3431 3424 3418 3430 3412 3418 3444 3436 3419 3444 3430 3456 3421 3427 3424 3436 3439 3448 3442 3443 3443 3438 3442 3451 3429 3458 3424 3432 3434 3475 3446 3449 3441 3461 3448 3433 3434 3466 3458 3469 3445 3431 3457 3449 3422 3438 3447 3457 3471 3439 3431 3457 3432 3457 3429 3459 3444 3451 3455 3460 3463 3457 3462 3452 3450 3467 3436 3432 3437 3423 3447 3459 3464 3430 3448 3460 3446 3431 3444 3461 3441 3433 3441 3429 3443 3458 3450 3458 3444 3454 3458 3454 3454 3464 3464 3477 3466 3466 3465 3451 3435 3479 3479 3471 3487 3437 3475 3448 3441 3442 3458 3449 3422 3449 3471 3447 3469 3436 3443 3445 3482 3466 3496 3478 3484 3454 3479 3478 3476 3444 3475 3430 3460 3469 3422 3454 3475 3464 3450 3470 3440 3463 3482 3474 3462 3492 3481 3461 3464 3461 3473 3457 3450 3431 3451 3468 3479 3441 3445 3446 3468 3479 3441 3481 3454 3469 3479 3444 3450 3466 3481 3466 3479 3477 3451 3486 3447 3460 3439 3461 3485 3474 3453 3470 3430 3481 3457 3468 3486 3453 3476 3435 3484 3472 3495 3505 3460 3492 3462 3491 3490 3472 3434 3473 3449 3438 3481 3484 3462 3457 3468 3476 3468 3490 3473 3465 3465 3454 3464 3458 3490 3470 3472 3451 3485 3471 3458 3464 3464 3513 3465 3457 3470 3465 3491 3507 3487 3492 3500 3478 3488 3467 3480 3462 3466 3495 3484 3492 3489 3476 3480 3494 3450 3465 3483 3497 3465 3504 3470 3498 3470 3478 3491 3483 3484 3487 3486 3502 3494 3505 3500 3503 3500 3476 3452 3471 3485 3475 3489 3484 3478 3484 3489 3480 3492 3473 3460 3491 3469 3511 3501 3510 3492 3492 3491 3478 3492 3484 3496 3452 3488 3498 3519 3487 3493 3454 3456 3501 3468 3488 3513 3475 3502 3475 3497 3480 3484 3471 3481 3475 3474 3493 3469 3478 3479 3501 3496 3496 3471 3483 3455 3481 3503 3472 3492 3471 3484 3512 3479 3508 3500 3504 3452 3472 3479 3455 3489 3502 3460 3487 3488 3501 3474 3499 3469 3473 3513 3488 3491 3480 3492 3479 3485 3473 3469 3483 3480 3501 3485 3482 3490 3493 3475 3523 3477 3487 3499 3509 3517 3466 3482 3523 3486 3496 3532 3520 3499 3500 3507 3491 3484 3515 3470 3518 3515 3506 3499 3470 3475 3514 3460 3512 3519 3493 3492 3488 3498 3466 3485 3504 3477 3511 3506 3507 3501 3493 3486 3514 3497 3527 3512 3523 3462 3491 3498 3500 3503 3498 3524 3492 3494 3509 3496 3495 3499 3512 3518 3504 3526 3523 3504 3520 3503 3524 3508 3500 3506 3509 3473 3476 3485 3524 3523 3495 3523 3485 3508 3535 3522 3505 3532 3539 3513 3497 3493 3528 3481 3483 3495 3529 3521 3498 3529 3531 3491 3519 3530 3511 3514 3523 3529 3522 3537 3503 3508 3507 3513 3525 3522 3507 3532 3506 3499 3500 3540 3517 3539 3511 3504 3495 3514 3492 3514 3510 3516 3506 3504 3521 3514 3507 3503 3501 3507 3507 3510 3502 3520 3497 3506 3536 3556 3530 3515 3514 3533 3539 3516 3534 3533 3504 3537 3523 3516 3536 3513 3494 3526 3535 3518 3558 3568 3543 3527 3560 3502 3495 3531 3543 3537 3532 3514 3511 3506 3518 3505 3502 3531 3526 3534 3499 3537 3497 3511 3538 3544 3523 3505 3525 3498 3515 3510 3504 3509 3510 3499 3522 3520 3531 3516 3517 3522 3510 3536 3505 3502 3511 3522 3497 3534 3486 3510 3516 3511 3524 3512 3513 3504 3516 3508 3510 3521 3555 3517 3556 3545 3533 3530 3544 3565 3520 3516 3559 3527 3534 3543 3540 3561 3531 3510 3531 3517 3555 3530 3521 3495 3510 3532 3522 3519 3536 3503 3512 3512 3549 3550 3529 3502 3522 3531 3518 3541 3544 3510 3575 3551 3520 3529 3552 3534 3538 3540 3546 3536 3548 3551 3553 3566 3551 3557 3547 3527

Tree=0
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 2 2 1 2 2 0 0 1 0 1 1 2 1 1 2 1 2 2 2 1 1 1 1
split_gain=236.823 114.264 95.6587 62.4759 71.7605 57.5293 41.9405 38.2654 37.7742 32.57 28.7942 20.5231 18.3834 18.2864 18.1719 19.1326 14.8955 14.4079 12.5347 15.749 12.2152 17.7199 11.7302 11.1671 11.1586 10.6707 11.5564 9.71162 10.4383 9.0359
threshold=0.5726475255500002 0.42314601355000009 44.269496632500008 0.39078171310000004 0.47886290830000006 0.53592706805000012 41.872669623500009 38.238138001450004 44.710446918150005 0.50663153795000015 48.315732392000008 43.968221017800005 0.47943175355000006 0.54511840960000013 0.3465914194000001 0.46768060835000008 0.34482500525000009 0.42829556000000008 49.275256100300005 0.48363821445000005 0.49242537650000007 39.995120105550008 0.41367024935000007 41.621607100200002 41.986601436450009 43.124157941850008 0.34569324270000007 0.45393850480000009 0.46419268885000003 0.43166372265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 6 11 14 22 20 18 -1 -5 -4 -9 -3 -16 -8 24 -10 -20 21 -2 -7 -6 -15 26 -25 -19 -29 -24
right_child=8 2 12 5 23 7 16 13 9 -11 -12 -13 -14 17 15 -17 -18 27 19 -21 -22 -23 29 25 -26 -27 -28 28 -30 -31
leaf_value=-0.17410087676120301 -0.18661718527334697 0.079659202977698407 0.020212128873768987 -0.11901882128052409 0.12516285378887113 0.045696719241350242 0.010507832709622515 0.120200926328102 0.079011009792439912 -0.16413535435496029 0.028879190724600483 0.09963763385347664 -0.11466893147887319 -0.0016659795124877412 -0.20000000189090605 0.092751409527892348 -0.11915231989367701 0.083145534691095577 -0.200000001890906 0.017703130014085949 -0.200000001890906 -0.056084023070378665 -0.20000000189090592 -0.033719665274225367 -0.200000001890906 0.13075861869048452 0.078526833355435699 -0.13791585959525832 0.06623736887446198 -0.054991838553576526
leaf_weight=33.458037480711937 21.583246737718582 55.773634180426598 13.116654023528097 39.234930142760277 151.90059810876846 5.8780726045370129 13.72132460772991 37.887068778276443 14.493423894047739 16.107484832406044 8.8339722305536252 4.819899082183837 44.004841521382332 10.194481045007704 5.1396999657154065 3.9466198533773422 25.008910357952118 35.704472973942757 4.8373646736145011 10.61425733566284 42.326940894126892 20.070365741848946 7.558382302522662 12.159660443663595 3.9303587973117819 25.325097635388374 37.333590433001518 4.6524703800678235 5.4245696663856506 9.9595990478992444
leaf_count=210 139 165 49 218 359 20 53 92 43 99 32 13 242 41 34 11 139 104 32 40 280 95 50 54 26 58 111 27 17 47
internal_value=-2.08e-09 0.0267192 0.038842 0.0529668 0.0780807 0.00276631 0.00912547 0.0383413 -0.122254 -0.0494704 -0.131702 -0.0950963 -0.0836966 0.0658258 0.0582948 -0.0728442 -0.0732164 0.0314369 0.0122081 -0.0504521 -0.162166 -0.123721 -0.0765413 0.109587 -0.0568541 0.0779641 0.0509498 0.0586771 -0.0280182 -0.117558
internal_weight=725 594.967 552.675 495.553 330.309 165.244 103.59 121.189 130.033 46.0525 42.292 44.0548 57.1215 97.7934 64.86 9.08632 38.7302 59.9064 29.945 15.4516 83.9806 41.6536 23.3961 226.719 14.1248 74.8183 49.4933 45.7815 10.077 17.518
internal_count=2900 2172 1930 1639 984 655 402 424 728 214 242 231 291 307 210 45 192 215 115 72 514 234 117 582 67 223 165 148 44 97
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 2 2 1 0 1 2 1 2 2 0 1 2 2 2 1 2 1 2 2 2 0 1
split_gain=193.022 93.0678 92.1419 65.7365 45.3882 33.9316 33.5562 31.0102 30.9237 26.6491 26.5935 24.014 22.9994 18.0433 17.4435 19.6636 15.4703 14.4949 11.6999 10.8033 16.1175 10.5453 10.1967 14.6494 9.55804 9.16276 8.31335 11.3506 11.9509 8.06355
threshold=0.5726475255500002 0.46928235680000008 44.421469061800003 0.39078171310000004 0.53592706805000012 42.049402686800001 0.47997065955000012 44.710446918150005 38.238138001450004 48.315732392000008 0.50663153795000015 0.41932876265000008 0.3447651268000001 43.32600771660001 0.34392682850000006 41.919251152600005 43.968221017800005 0.54511840960000013 0.42829556000000008 48.988717865950008 47.833738492450003 51.779769178100004 0.49242537650000007 39.995120105550008 0.41367024935000007 41.986601436450009 32.483642351600004 35.131296350900008 0.4447920721000001 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 9 3 5 16 -3 12 22 24 11 21 -1 -7 -14 15 26 -5 -10 25 20 -4 -9 23 -2 -6 -19 -13 -28 -29 -20
right_child=7 2 19 4 8 6 -8 10 17 -11 -12 14 13 -15 -16 -17 -18 18 29 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.16528866981177673 -0.16947646810803413 0.10351000632278629 -0.10286054597005018 -0.10623872534331225 0.041149321106867393 0.10954885927183436 0.079195102601816586 0.042040148631550957 0.1074028869194294 0.061582518071418624 -0.14875597264889776 -0.20225133526228675 -0.14478130964619068 0.027993895799748675 -0.14262940038971469 -0.15363843094893584 0.081425086416841486 -0.0014993823336460084 0.080435064531039185 -0.16776994488727123 0.048218630096774795 -0.10273541846124253 -0.18187306443752263 -0.050516788441094002 -0.10633276941627745 -0.18187306443752263 0.19613424649719735 0.099187537861545966 -0.097520145928467528 -0.011211257374757477
leaf_weight=30.838799893856049 21.39641672372818 209.87707005441189 26.11272893846035 38.493779003620148 5.8750052005052593 7.4395316094160071 54.124956488609314 23.469620347023014 37.90121927857399 12.022586226463316 15.999484375119208 1.2056242525577605 18.58964411914349 8.9566027671098691 12.558234468102453 6.1615703701972953 4.9586279690265647 10.194474160671232 31.971174597740173 13.226944431662558 9.678666800260542 6.4039451628923407 41.906479001045227 20.054591596126556 17.435372710227966 3.8913159072399131 5.0424705147743252 7.574373856186865 5.2151364684104919 13.720702946186064
leaf_count=198 139 528 143 214 20 19 155 80 93 38 99 8 112 33 76 37 14 41 91 84 34 35 280 95 97 26 7 20 27 57
internal_value=-6.73144e-06 0.0241243 0.0398367 0.0536276 0.00284292 0.0815588 0.0298586 -0.110749 0.0343276 -0.0757501 -0.0447161 -0.0998199 -0.0464678 -0.0886038 -0.0463475 0.0016354 -0.0848232 0.0590247 0.0283512 -0.0905449 -0.0620059 0.0110049 -0.147089 -0.111922 -0.0691623 -0.0513291 0.0518902 0.0690727 0.0189767 0.0529148
internal_weight=722.297 593.067 512.448 463.429 164.442 298.988 89.1107 129.231 120.989 80.6188 45.873 68.5962 34.9858 27.5462 37.7574 25.1992 43.4524 97.6789 59.7777 49.0183 35.7914 29.8736 83.3575 41.451 23.3104 14.0858 19.0376 17.832 12.7895 45.6919
internal_count=2900 2172 1761 1500 653 847 319 728 425 411 214 373 164 145 175 99 228 308 215 261 177 115 514 234 117 67 62 54 47 148
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 2 2 1 2 1 1 2 0 1 1 0 1 0 0 0 2 1 2 2 1 1 2 1
split_gain=158.847 77.9689 62.8748 40.6093 52.5154 38.1461 31.9142 26.1357 25.7149 22.0293 19.0398 18.646 15.7876 14.9007 14.4154 19.4607 21.3319 13.3695 13.2274 12.5371 12.1451 11.7971 10.2001 9.88697 9.40149 9.17966 12.5184 9.16988 14.5907 9.15642
threshold=0.5726475255500002 0.42314601355000009 44.215931556700006 0.39078171310000004 0.48181192180000004 0.53592706805000012 41.872669623500009 44.710446918150005 38.238138001450004 0.50663153795000015 48.315732392000008 0.3465914194000001 0.36543816055000006 43.968221017800005 0.50579323975000012 0.37668033890000002 0.37138109635000011 0.47305469895000007 0.40621538280000008 0.54511840960000013 0.45612406815000006 0.47470135625000004 43.279086095950007 0.43590012275000006 42.072181850200003 49.275256100300005 0.48363821445000005 0.46128858420000007 39.995120105550008 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 10 3 4 6 13 11 27 18 25 -1 -3 -4 -5 -6 16 -16 -13 -7 -10 -8 -22 -23 24 -21 -9 -27 28 -2 -25
right_child=7 2 12 5 14 8 20 9 19 -11 -12 17 -14 -15 15 -17 -18 -19 -20 23 21 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.14578824370020313 -0.17004069880766304 0.072245753674043664 0.016922125217177234 -0.097768921300866701 0.11886395032555959 0.082001086539969889 -0.18171394846729771 0.067166106407699253 0.10010635731537461 -0.13638331006617838 0.019879807811560075 -0.17500832606703964 -0.099116753358641174 0.092032745777687552 0.066635116587444893 0.092671179169070875 -0.17872308397892522 0.045943012269849946 -0.1022084711628914 0.0021815990290647842 0.084552567397137735 -0.077063359972655607 0.036705859609313156 0.091416784777125476 -0.17217215069337177 -0.17860110432915849 0.016604685098120631 -0.15354614162050473 0.0061033328338167617 -0.010090344196122696
leaf_weight=32.553109779953957 8.6420260071754473 80.120110288262367 16.307023644447327 38.738779217004776 124.9691671282053 4.9617052823305157 5.5306635797023764 14.440459132194521 37.251377463340759 15.719594582915304 8.8159238547086698 5.5933490395545942 41.727288618683815 4.6306748986244193 7.9515797048807126 40.894715085625648 6.3918726146221161 5.3656033575534821 18.184176057577133 16.629651382565502 8.1386722922325117 30.128503605723381 10.671873703598974 25.223438590764999 3.7992287278175345 4.7603412419557563 10.601538449525831 62.788944989442825 10.316312864422796 13.720422536134718
leaf_count=210 59 229 63 218 277 14 37 43 91 99 32 38 234 12 23 104 39 17 103 65 24 156 37 66 26 32 40 413 42 57
internal_value=-2.78563e-05 0.0218864 0.0318987 0.0435804 0.0639761 0.00285445 0.0192996 -0.101326 0.0319525 -0.0405991 -0.110484 0.0555118 -0.0665111 -0.0775033 0.10006 0.0575189 -0.0427039 -0.0668285 -0.0627201 0.0546309 -0.0412511 -0.0253772 -0.0473055 0.0260988 -0.0302436 0.00992346 -0.0438857 -0.135143 -0.0741907 0.0556545
internal_weight=715.568 588.299 546.93 488.896 325.756 163.139 145.549 127.269 119.77 45.5219 41.369 91.0791 58.0343 43.3695 180.207 55.2382 14.3435 10.959 23.1459 96.6241 54.4697 48.939 40.8004 59.3727 20.4289 29.8023 15.3619 81.7473 18.9583 38.9439
internal_count=2900 2172 1930 1633 981 652 538 728 422 214 242 284 297 230 443 166 62 55 117 305 254 217 193 214 91 115 72 514 101 123
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 2 1 2 2 2 1 0 0 0 1 0 1 2 1 2 0 1 0 2 1 2 2 2
split_gain=131.732 64.4835 51.6194 46.1903 39.1429 30.5073 22.2901 19.9891 18.4158 18.2984 22.9631 16.1537 9.35367 10.7847 25.7169 9.95193 8.8921 11.4344 9.82135 9.41163 9.04181 16.559 8.76902 15.3744 11.5277 20.5303 8.67415 11.3945 8.09854 10.2203
threshold=0.5726475255500002 0.42314601355000009 0.39167988980000007 0.53136133645000017 0.47727612945000003 0.34518427590000006 44.710446918150005 42.049402686800001 0.50663153795000015 38.238138001450004 45.90502654165001 48.315732392000008 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.48543456785000005 0.39971857130000005 0.54511840960000013 0.43590012275000006 42.072181850200003 0.45206730335000006 39.468990633150007 0.51589772760000019 0.38733870245000007 0.48218616210000004 42.852084787850011 0.49242537650000007 39.995120105550008 44.215931556700006 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 28 5 -3 26 12 -8 -5 16 -1 15 14 -14 -6 -11 -18 19 -19 -20 -22 24 -24 25 -9 27 -2 29 -4
right_child=6 2 3 9 7 -7 8 22 -10 10 -12 -13 13 -15 -16 -17 17 18 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13521607805801483 -0.14537068501637526 0.03336330996857817 -0.097902403306676489 -0.064762888025830689 0.073584556966780942 -0.098168048314070569 0.008965528806175134 -0.11064135193967409 -0.12610398997010494 -0.079752200142776009 -0.11515744271535405 0.01791062516756459 0.11345509264508531 0.072723458705848495 -0.21425158583465401 0.12679518587937294 0.091072794070289509 0.0019635719532275211 0.087329921587496306 -0.16253333922003266 0.10098804027941129 -0.11661711292159681 -0.12669375365721822 0.091672616480587193 0.075044480574219447 0.062271509704548478 -0.15854238058925538 -0.038738081795235343 -0.17202531649148892 0.07871993360856229
leaf_weight=31.635290920734406 20.205414116382599 52.667267456650734 27.162628337740902 24.503192931413651 69.818823263049126 26.509596467018127 29.588247776031494 11.381326124072077 15.321251958608626 5.5342487543821326 9.9416487514972669 8.807137802243231 4.9390954673290235 39.770327270030975 4.648430198431015 70.782925739884377 41.188665524125099 16.62860690057278 25.688513681292534 4.3980963677167884 6.7035947293043119 7.3107249885797501 8.5245945602655393 5.1855366975069037 44.298632279038429 17.310179978609085 39.432699084281921 19.881591811776161 12.489548727869986 3.7255552709102622
leaf_count=210 139 183 158 128 192 150 115 65 99 30 60 32 11 111 31 142 106 65 67 31 18 41 50 16 125 55 280 95 85 10
internal_value=-4.86765e-05 0.0199322 0.0290356 -0.013768 0.0513223 -0.0106754 -0.0934347 0.0690653 -0.0371146 0.0138386 0.0302448 -0.10187 0.0872248 0.0497726 -0.0454307 0.100372 0.0436976 0.050401 0.0228162 -0.0324438 0.052082 -0.0125281 0.029278 -0.0441018 0.0430613 -0.00631944 -0.125242 -0.0924851 -0.104075 -0.0765992
internal_weight=705.983 581.554 541.112 185.275 355.837 79.1769 124.429 276.66 44.9095 141.897 117.394 40.4424 189.96 49.3579 9.58753 140.602 107.452 101.918 60.7295 21.0267 39.7028 14.0143 86.7003 13.7101 72.9901 28.6915 79.5197 40.087 43.3777 30.8882
internal_count=2900 2172 1930 799 1131 333 728 798 214 546 418 242 487 153 42 334 358 328 222 96 126 59 311 66 245 120 514 234 253 168
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 2 2 1 1 2 0 1 1 0 0 0 1 0 1 1 1 0 1 0 1 0 2 0
split_gain=110.41 51.939 48.1156 35.5803 32.3374 24.9838 22.3961 18.1733 16.7684 16.0397 14.1249 13.929 11.1882 16.2231 7.89589 8.82447 20.8948 8.67811 7.84315 21.2867 7.74323 7.41812 13.2285 7.35025 15.0329 7.16372 13.4228 9.61019 13.5665 13.0599
threshold=0.5810754169000002 0.42314601355000009 0.39167988980000007 0.53136133645000017 0.47727612945000003 0.34518427590000006 38.238138001450004 42.406961525800007 42.049402686800001 0.48544953745000008 0.39971857130000005 44.921040431000009 0.54910032635000017 0.43166372265000008 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.48543456785000005 0.33672644530000007 0.4447920721000001 0.40621538280000008 0.3447651268000001 0.34500464060000008 0.61532588845000014 0.50663153795000015 0.51589772760000019 0.38042274180000007 0.49588335680000006 43.162556114600001 0.48077901860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 5 18 20 -2 14 -9 -8 -1 -12 -14 17 16 -16 -6 19 -3 -5 -20 -23 -11 -25 27 -27 28 29 -10
right_child=7 2 3 6 8 -7 10 9 25 23 12 -13 13 -15 15 -17 -18 -19 21 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.13372774815220065 -0.13733931438946076 0.057067018714630602 -0.095927039031901126 0.023991404337378508 0.067035581081556286 -0.089442724062047785 -0.087321263752440592 0.021784483722685218 -0.12106197223159264 -0.18189983704511181 0.068396932129691779 -0.0042710253512470674 -0.10524611872221197 0.028936421929335467 0.10431834672939161 0.066211068157270389 -0.19239230849679276 0.11718210163268619 0.089229162024331704 -0.16202153748257644 -0.10072707698343875 -0.13314827653912564 0.10508402048056723 0.04226758571880572 -0.12181153948374308 -0.17732829939013992 0.031626614378425948 0.090360201147527686 0.072711106476895174 0.021894399872333534
leaf_weight=27.399808049201965 51.761555731296539 12.540824323892595 42.414352416992188 6.4138668328523663 69.018097594380379 26.201928853988647 10.32523690164089 18.283827096223831 10.511410832405092 7.5069240331649771 53.786041125655174 11.930196225643156 10.784898549318312 54.760099172592163 4.8396731466054899 39.336789220571518 4.6574382781982422 69.021501794457436 23.832005977630615 6.8609588742256156 22.237433597445488 4.7387844771146757 4.586971327662468 8.2034621089696902 17.48646491765976 4.6740443855524054 8.9817536324262601 24.282149165868759 21.33239808678627 16.30038620531559
leaf_count=191 368 39 253 24 192 150 60 70 64 52 157 51 63 196 11 111 31 142 62 42 136 28 12 29 119 32 34 63 61 57
internal_value=-7.41952e-05 0.0165738 0.0244786 -0.0145875 0.0467733 -0.00967429 0.00720525 -0.0954979 0.0630612 -0.0534281 0.0248864 -0.0944589 0.0345953 0.00685777 0.0798834 0.0453239 -0.0411903 0.0921095 0.0300918 -0.0204082 -0.0728077 0.0596411 -0.0159712 -0.094853 -0.0694168 0.0265423 -0.0398935 0.0390686 0.013199 -0.0341508
internal_weight=695.011 591.769 552.439 200.722 351.717 78.7615 158.308 103.242 272.956 51.4807 129.656 39.33 119.331 65.545 186.874 48.8339 9.49711 138.04 52.5595 19.4018 28.6513 33.1578 9.32576 33.1969 25.6899 86.0821 13.6558 72.4263 48.1442 26.8118
internal_count=2900 2262 2020 889 1131 333 636 638 798 270 476 242 416 259 487 153 42 334 183 81 160 102 40 200 148 311 66 245 182 121
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 2 2 0 2 0 0 0 2 1 2 1 0 1 2 2 2 2 2 0 2 0 1 1 1 0
split_gain=92.5645 45.5358 47.5135 31.4395 19.6422 18.8549 17.8139 14.6631 14.626 11.8262 11.6193 11.0082 10.8802 10.8482 14.8872 8.86505 8.57266 7.69011 9.2831 7.68939 7.65922 7.43886 13.4346 7.25393 6.44176 13.1979 8.04209 6.20524 8.25153 6.14045
threshold=0.5726475255500002 0.47305469895000007 44.527357125550004 0.38906020780000011 41.621607100200002 38.238138001450004 44.710446918150005 0.68186581240000022 48.680511450650009 0.41932876265000008 0.53592706805000012 0.48759019190000008 49.275256100300005 0.34392682850000006 41.919251152600005 0.39135055835000004 0.5810754169000002 0.49242537650000007 39.995120105550008 44.086690780350004 40.922041107600009 48.988717865950008 47.833738492450003 0.54511840960000013 34.997818021800008 0.54384599265000022 0.44751654140000008 0.32272985840000007 0.33672644530000007 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 24 17 12 9 -1 15 -6 -8 14 27 -7 -14 18 -2 -17 -20 22 -4 -12 25 -5 -26 -11 -29 -18
right_child=6 2 21 5 11 10 7 -9 -10 13 23 -13 16 -15 -16 19 29 -19 20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.12037856930125 -0.13009126294995874 0.081413918601813337 -0.085207054758564674 0.11609384353772656 0.0028383676286376208 0.052931698125677454 0.053899396693038705 -0.15069196637693133 0.05394812030270614 0.11280016662004849 0.076522668604719735 0.069739906640388483 0.040082291755974858 -0.11374174802933729 -0.1358420697304846 -0.069030203354216654 -0.17290381962052689 -0.14385266186303544 0.063594244034595113 0.084846889372103676 -0.072462671427981282 -0.13611893610491274 0.056843120547916348 0.019409489353897944 -0.11132300336320333 -0.10977866877643405 0.039453338414030384 -0.096792459149862134 0.065593172753668591 -0.029886719961530046
leaf_weight=28.489949405193329 18.568232148885727 161.79718007147312 23.445783734321594 5.3533680886030179 70.03044418990612 11.436085864901541 17.482834488153458 8.2025435417890531 10.795367762446402 7.5977119207382264 35.930590823292732 37.908555403351784 6.0858889818191555 12.19390895962715 6.1907109618186942 26.735429987311367 6.3721073865890485 35.856751665472984 5.9200256466865566 3.6964562684297553 13.741766378283499 12.285845220088957 9.2984975427389127 58.356282457709312 21.45664939284325 5.0058165639638901 4.2359244972467414 5.3083903491497022 7.6228281259536743 5.6764394193887711
leaf_count=203 139 412 136 14 282 34 59 61 34 18 93 104 22 80 38 153 44 280 21 10 74 84 32 215 131 31 18 28 22 28
internal_value=-9.73145e-05 0.0167165 0.028091 0.0380617 0.059373 0.00468069 -0.0806923 -0.0301512 -0.054117 -0.0714248 0.0217075 0.0263344 -0.00239101 -0.035584 8.44887e-05 -0.0221312 -0.0566588 -0.110586 -0.0793839 -0.0503393 -0.0314969 -0.069765 -0.0448686 0.041174 -0.0596236 0.00694661 -0.0864646 0.0410745 -0.0010677 -0.105524
internal_weight=683.078 565.172 486.973 441.943 269.736 172.207 117.907 43.8198 78.1989 67.4035 136.155 107.939 35.6173 38.9136 26.7196 41.868 18.1344 74.0868 38.23 30.4319 19.6618 45.0301 32.7443 94.2869 36.0518 10.3592 25.6926 20.5289 12.9312 12.0485
internal_count=2900 2172 1749 1497 798 699 728 214 423 389 505 386 153 186 106 197 94 514 234 163 95 252 168 308 194 45 149 68 50 72
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 1 2 2 1 0 1 0 2 2 1 1 0 1 1 2 2 1 0 1 1 0 0 0
split_gain=77.6797 38.1757 32.3546 18.2496 28.9565 18.84 18.5348 16.0385 18.2074 12.6886 11.9102 11.0405 13.126 10.3618 9.76208 9.22803 9.14558 16.5275 8.98316 14.3134 12.8984 8.42146 10.1544 7.92822 7.74175 7.70991 22.4689 7.03174 13.8045 6.3585
threshold=0.5726475255500002 0.41932876265000008 44.215931556700006 0.39078171310000004 0.48181192180000004 0.53592706805000012 42.178283198950005 0.50663153795000015 39.995120105550008 44.921040431000009 0.35585760905000008 0.54511840960000013 0.4355408521000001 0.48119816770000007 43.45354240915001 43.968221017800005 0.45393850480000009 0.46208197360000008 0.50579323975000012 0.37668033890000002 0.37138109635000011 39.995120105550008 41.348489042950007 0.44705248345000009 0.55041765215000005 0.39584144190000009 0.39458399450000009 0.53136133645000017 0.5339660489000001 0.51017933595000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 15 10 8 -2 -1 -3 -7 21 -4 -8 25 23 -18 -6 20 -20 24 -23 -14 -13 26 -5 29 -29 -15
right_child=7 2 13 5 18 11 14 -9 -10 -11 -12 12 16 27 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.12919213048921155 -0.12605505210352713 0.045519626462934039 0.023042581643799076 -0.092204214376429103 0.088299989365466292 0.064577318122698638 -0.069461245645658407 -0.12608483583819191 -0.01615224566060151 -0.0011687446090824936 -0.091186215752779853 -0.0060132484158500069 0.013018469507423825 -0.045368504750480126 0.037077645283544972 0.079064846661431112 -0.17919390372236466 0.051347158045101954 0.04010463865415529 0.069564501084908609 -0.15372905080564236 0.071212400677148777 -0.094341310253112765 0.11216083520423248 -0.16824823033326722 -0.1142158204101049 0.17113581187094973 0.11423440587087091 -0.081579578216132376 -0.15476552144101685
leaf_weight=23.08002445101738 21.120515689253807 90.508394949138165 14.336680665612219 12.1229834407568 115.61103762686253 41.645331129431725 33.172639131546021 40.262616850435734 52.654522553086281 11.649156183004377 6.8557361215353003 4.4826590269804027 16.331077948212624 8.567502439022066 11.610841646790503 4.5309923291206351 5.0391046404838553 8.1213901937007886 7.47542656958103 38.867905884981155 6.3485344499349594 8.3120704144239408 6.6842750757932654 15.937621757388113 8.5546520501375181 19.889353737235069 4.4218207597732535 4.88300792872906 13.704943358898161 13.986815482378004
leaf_count=180 168 285 55 74 277 118 180 319 241 50 43 19 60 44 41 12 34 28 23 104 39 25 40 37 61 131 13 14 82 103
internal_value=-0.000129209 0.0152725 0.0220268 0.0306122 0.0446357 0.00271746 0.011404 -0.0753202 -0.0476155 -0.0862494 0.0358937 0.0234442 0.000126253 -0.0501677 -0.0418393 -0.0555227 0.0333313 -0.0369262 0.072703 0.0384817 -0.0489118 -0.0536834 -0.00257935 0.0619852 -0.112466 -0.0722601 -0.0218231 -0.075679 -0.0301397 -0.11321
internal_weight=670.77 556.732 522.003 466.524 310.451 156.073 142.148 114.038 73.775 34.7292 97.3641 115.108 73.4629 55.4789 44.7835 40.9652 45.4292 13.1605 168.303 52.6919 13.824 28.0337 14.9963 32.2687 13.0373 36.4342 16.5448 41.1423 18.588 22.5543
internal_count=2900 2172 1942 1644 992 652 549 728 409 230 328 422 304 298 221 230 159 62 443 166 62 145 65 97 80 218 87 243 96 147
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 2 0 2 1 2 1 2 0 0 2 0 0 0 2 1 1 0 2 0 0 1 2 0
split_gain=66.7163 29.3707 36.6576 20.9931 19.7794 19.2608 18.0569 13.79 11.728 9.78492 9.31633 10.6369 8.51767 8.29928 8.0283 7.95525 11.1215 10.189 9.6618 16.3744 7.75072 7.40628 10.4717 8.02592 7.86119 8.69835 6.78296 9.20733 5.73343 8.52371
threshold=0.48627286610000009 0.42646926740000007 0.39167988980000007 0.52646627350000019 37.572218886150004 0.47727612945000003 0.34518427590000006 51.779769178100004 0.52324780695000006 40.621691032550004 0.39971857130000005 41.468518788800004 0.39772761295000009 48.315732392000008 0.52772372085000019 0.51017933595000009 43.45354240915001 0.48543456785000005 0.47778509625000004 0.47886290830000006 42.718072821900002 0.48363821445000005 0.46613873835000008 0.60665848330000005 45.90502654165001 0.58859016195000013 0.54511840960000013 0.41917906650000009 45.027406014450008 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 5 -4 12 6 -3 10 9 -7 11 -6 -5 -1 -10 17 -17 18 -11 20 -20 22 24 -24 26 -26 -12 -28 -2 -30
right_child=28 2 3 4 7 8 -8 -9 14 15 21 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.10015605887388859 -0.12688230586023544 0.027178393041153465 -0.11263279632325961 0.036373331638784756 0.04290616276922133 0.076812388691229749 -0.077320975164924602 -0.15434055009448178 -0.10711657039784542 0.09474063672111592 0.064099465496399791 -0.11051792513441726 -0.1051349874849996 0.0098842918157825196 0.035728400673096357 0.041918510921784155 -0.16571666142824648 0.076112017630751885 -0.21377724526943109 0.022017384275459906 -0.012307000725261981 0.1278159071205249 -0.1328979168834096 0.026080244610689918 -0.12355795786686595 0.044091378851858411 -0.11806816138348966 0.023369537648937386 -0.17367679523026955 -0.031990644519411214
leaf_weight=29.544419698417187 35.201744399964809 48.660230621695518 20.209677323698997 5.1321722418069866 7.1904550194740322 111.52045448124409 25.046668998897076 5.1450544446706763 7.6926374286413184 13.185612648725508 42.519448041915894 12.162187516689299 24.847524709999561 8.9241571426391584 8.0537991225719434 6.0427080988883954 4.5012803077697754 54.230083853006363 4.7755226641893378 46.513283923268318 3.1817177385091782 6.1326139643788329 7.9271353706717473 5.2978318557143211 7.1493395715951902 5.4570472985506058 4.9166087359189978 72.065476171672344 5.4750498607754734 18.913458541035652
leaf_count=221 302 172 140 21 33 286 149 38 43 35 122 82 178 33 29 20 33 142 34 162 14 15 53 22 48 18 31 276 39 109
internal_value=-0.000161326 0.00989311 0.0157038 -0.0153736 -0.00582931 0.0367841 -0.008332 0.00696263 0.0495888 0.0549879 0.0118211 -0.0535134 -0.0809104 -0.0746283 -0.0340559 0.0366094 -0.046722 0.0438181 0.0179327 -0.000660075 -0.133219 0.0201688 0.0156264 -0.0692123 0.0241194 -0.050986 0.0320424 0.0143363 -0.101064 -0.0637982
internal_weight=657.615 598.025 559.557 226.153 205.943 333.404 73.7069 175.963 259.697 243.951 170.818 19.3526 29.9797 38.4686 15.7464 132.43 10.544 121.886 67.6561 54.4705 7.95724 151.466 145.333 13.225 132.108 12.6064 119.502 76.9821 59.5903 24.3885
internal_count=2900 2450 2196 1077 937 1119 321 738 798 726 700 115 199 254 72 440 53 387 245 210 48 585 570 75 495 66 429 307 450 148
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 2 2 0 2 0 1 2 1 1 2 0 0 1 0 0 1 0 0 2 1 1 2 0
split_gain=56.596 24.9981 29.375 17.787 17.4886 16.5734 14.8272 11.7676 10.6629 9.71962 8.34315 7.95398 7.67483 8.96551 6.91649 18.8435 7.01789 11.5298 6.56439 9.97755 9.21632 6.49445 6.23962 16.2943 6.21622 6.1808 5.82979 7.3503 5.67517 7.34141
threshold=0.48627286610000009 0.41932876265000008 0.39167988980000007 0.52646627350000019 0.47727612945000003 37.572218886150004 0.34524415440000006 51.779769178100004 44.921040431000009 0.52324780695000006 40.621691032550004 0.54422023290000021 0.39971857130000005 41.468518788800004 0.40367054880000008 0.41640968835000008 40.580626202750004 0.57507260265000015 0.51017933595000009 0.37982395740000008 0.50300889195000009 0.52772372085000019 0.43706775245000007 0.54910032635000017 0.52975958800000011 37.737818700150008 0.4211999641000001 0.48363821445000005 45.027406014450008 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 6 11 25 12 -1 10 -6 -5 13 -7 -14 24 17 22 20 -20 -12 -11 23 -17 -16 -3 -18 -28 -2 -30
right_child=28 2 3 5 9 7 -8 -9 -10 21 18 -13 14 -15 15 16 26 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.11925996077269763 -0.12219727911015872 0.081653993405920389 -0.10542471791486625 -0.0011823238139496753 0.070910271484914383 0.038156814858717143 -0.075753227111762439 -0.14672074246367886 0.00063487099454290446 -0.096277987348893271 0.027814320621310937 -0.11220043450304812 0.093183916014367929 -0.10310902695192237 -0.024275445161691903 0.034132784107231091 0.098261299420979747 -0.14601946452878098 -0.13093158998692817 0.067162547926087598 0.10290935308275317 0.032204044877532159 0.05508762927782395 -0.14751086913619901 -0.19500689450586609 0.0015237715026529264 0.017739717638589361 0.13615969752464149 -0.16255655258432786 -0.029028292117401978
leaf_weight=20.781255923211575 33.009527772665024 12.441368006169794 19.471073605120182 9.6708327531814593 108.86430750787258 7.2722532749176052 23.145386911928654 4.8844096958637229 11.535194560885428 7.7019260376691809 100.82957908511162 19.398469917476177 11.398533739149569 11.753941483795641 3.5043228119611722 14.967955425381662 13.747067809104918 5.4927316084504119 5.7395628690719587 4.5648247748613358 19.504552692174911 8.0422708839178068 16.642098911106586 7.3702243268489829 5.4478129968047142 42.540828675031662 65.881801843643188 5.6945458352565756 5.274771653115752 18.767228089272976
leaf_count=180 302 34 140 46 286 33 143 38 50 43 342 153 30 82 19 48 35 45 39 14 45 29 54 48 40 168 254 12 39 109
internal_value=-0.00018506 0.00903718 0.014007 -0.0141228 0.0327897 -0.00537093 -0.00860935 0.00630233 -0.0764641 0.0454613 0.0504645 -0.0752667 0.0107204 -0.0491139 0.0183025 0.0121508 0.0218291 -0.0103785 0.0334266 -0.0431763 0.0399862 -0.0306483 0.00873476 -0.0257984 -0.128174 0.0196556 0.0386166 0.0271611 -0.0952806 -0.0583242
internal_weight=645.341 588.289 555.973 222.598 333.375 203.127 78.1276 174.058 32.3165 255.247 239.503 29.0693 169.173 19.0262 150.147 138.749 129.796 44.473 130.639 10.3044 120.334 15.7442 38.9803 22.3382 8.95214 54.9822 85.3234 71.5763 57.0515 24.042
internal_count=2900 2450 2220 1077 1143 937 345 738 230 798 726 199 700 115 585 555 496 195 440 53 387 72 150 96 59 202 301 266 450 148
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 2 2 2 1 0 0 1 0 0 0 2 0 0 2 1 1 0 1 2 1 0 1 1 1
split_gain=48.5881 20.3786 27.4013 14.5441 16.7214 14.3785 14.6862 9.62411 9.11895 7.65517 6.87879 6.28384 5.98015 7.61711 15.4184 6.61455 6.03469 8.95272 10.6427 5.85263 9.05706 5.20527 15.5943 6.23572 4.94316 4.44909 4.39511 4.36928 7.29006 4.15222
threshold=0.50064369330000014 0.41932876265000008 0.39167988980000007 0.47706655490000011 0.34524415440000006 0.52646627350000019 37.186372654950006 44.921040431000009 42.072181850200003 0.35675578575000005 0.4622167001000001 0.54317236010000014 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.48543456785000005 39.468990633150007 0.47778509625000004 0.47868327295000007 50.264779514000004 0.48363821445000005 0.33672644530000007 0.4447920721000001 0.3447651268000001 42.428475018400007 0.38906020780000011 0.53781323915000012 0.35877668335000007 0.36927038110000004 0.39458399450000009
decision_type=2 2 2 2 2 2 2 2 2 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 21 -4 11 -1 12 -6 -11 26 15 14 -14 16 -5 -18 -19 29 -21 22 -3 -23 -10 -15 -7 -17 -29 -8
right_child=-2 2 5 8 9 6 19 -9 24 10 -12 -13 13 25 -16 27 17 18 -20 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.1146361117896241 -0.10653889131473884 0.040543510041614023 -0.098918777144982734 0.10602007697646398 -0.15751772092739363 -0.080098770432691396 -0.08490522694277354 0.00057137345635604455 -0.057095874995465284 -0.096533827784109613 0.077955354228524482 -0.10754831783849528 0.075923184434664448 0.073059919421095326 -0.18822700163691899 0.11386667091494188 0.098502142814983651 -0.11905286096263408 0.026611892963567474 -0.14267745088046677 0.021321968921330942 0.07137304428692684 -0.14456573850696061 -0.02833891215842442 0.02202995588636663 0.0026162786552937477 0.066124551187555711 0.017700150048195005 0.12039372356747394 0.0099989378852533371
leaf_weight=19.522764064371589 40.245690897107124 13.844954006373884 18.716260805726051 12.654779776930807 9.0500613227486628 3.9022435396909732 4.7395056113600722 11.535450682044027 8.8459582328796369 5.8454772233962995 3.6826823353767395 19.072601370513439 4.2747276872396451 20.851309269666672 4.5742910802364349 32.46755488961935 14.144550889730452 5.8140269964933387 36.534469708800316 6.763012543320654 6.7070591896772385 23.057060346007351 6.7795616984367362 8.615245968103407 73.465919330716133 15.729003086686133 4.3437481671571732 16.699531525373462 11.795174241065977 168.83254025876522
leaf_count=180 360 47 140 27 67 25 33 50 44 43 16 160 11 54 31 66 33 30 117 55 28 63 42 40 276 58 15 55 23 711
internal_value=-0.00021197 0.00700591 0.0113651 0.0299614 -0.0101589 -0.0148626 -0.00752352 -0.0718465 0.0409891 -0.0916528 -0.0290929 -0.0760128 0.0538666 0.0226306 -0.060623 0.064773 0.0436023 0.0296203 0.00661357 0.00247974 -0.0610184 0.0187915 -0.0203044 0.0442502 0.0135264 0.0427702 -0.00307259 0.0887864 0.0602094 0.00740751
internal_weight=633.107 592.862 561.803 328.726 70.875 233.077 214.361 31.0582 257.851 18.5782 9.52816 27.3186 175.539 45.4293 8.84902 130.11 69.1478 56.493 42.3485 187.042 13.4701 52.2968 20.6245 31.6723 82.3119 36.5803 8.24599 60.9623 28.4947 173.572
internal_count=2900 2540 2310 1143 318 1167 1027 230 825 126 59 200 505 154 42 351 207 180 147 827 83 192 89 103 320 112 40 144 78 744
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 2 0 1 0 2 1 0 2 2 2 2 2 0 0 0 1 1 0 2 1 0 0 0 0
split_gain=41.8317 18.1249 20.6268 14.3407 15.7701 14.0592 13.8164 8.96733 11.9647 6.43762 6.99697 8.29002 6.22363 10.3457 9.97865 6.21945 6.0495 5.75083 7.12451 14.4438 5.33264 5.24968 6.55493 6.83733 6.27454 5.405 13.5588 5.56705 8.05549 5.24516
threshold=0.48627286610000009 0.42646926740000007 0.38906020780000011 0.51243974730000008 38.238138001450004 51.779769178100004 41.919251152600005 0.47305469895000007 0.34392682850000006 0.56859076075000015 34.997818021800008 0.44751654140000008 0.47997065955000012 43.45354240915001 44.269496632500008 47.833738492450003 48.315732392000008 45.027406014450008 0.61532588845000014 0.63075955810000017 0.68186581240000022 0.48363821445000005 0.46613873835000008 0.60665848330000005 49.110028829250005 0.41753240920000007 0.54317236010000014 0.52428071015000011 0.53136133645000017 0.4447920721000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 9 21 7 8 29 10 -5 -12 13 -8 -14 -16 -1 -2 -19 -20 -21 22 24 -24 25 26 27 -6 -29 -3
right_child=17 2 3 4 5 -7 12 -9 -10 -11 11 -13 14 -15 15 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.086805746585401106 -0.11533370601745029 0.10051342664678814 -0.15024901902002466 0.039170652933624629 0.062716072391107144 -0.13290604858578822 -0.060593202826109388 0.055133837984667144 -0.14736586359751741 -0.12838344837680826 -0.092718616339034596 0.070800060736987372 0.042168538994391429 0.029328683601949276 -0.12007499770273727 0.025010840075017977 0.0087164895431456543 -0.15424595574293795 0.14295314214694516 -0.0086583359320354328 -0.13277490573302633 0.10419518265622901 -0.12414647148073754 0.026789789033338049 -0.091867496843674804 0.031853181138893433 -0.16676216151069423 -0.061133202561647199 0.033122839690746968 -0.016207516967136782
leaf_weight=25.862400338053703 29.19339320063591 6.1964136362075868 7.0643313080072394 8.5372979417443293 13.682960361242293 6.9255790188908568 30.340870641171932 159.62107568234205 5.1047396808862677 10.554972589015959 19.501641325652603 3.6865152195096007 53.305996470153332 22.124608024954796 6.9561069011688215 5.1362600028514862 8.9154780954122526 4.9943116083741215 4.20833192765713 7.1717072427272779 6.6915190517902374 6.0077491402626029 7.1884749680757505 5.1523792594671249 5.362826704978942 101.12849674373865 4.8504182025790206 17.438467621803284 18.888204023241997 10.167117238044737
leaf_count=221 302 14 57 38 46 63 174 457 43 104 129 15 165 84 49 20 33 39 10 39 60 15 49 21 39 354 37 111 71 41
internal_value=-0.000219456 0.00763524 0.0121832 -0.00991936 -0.00558861 0.00690455 0.0296293 0.0469729 -0.0137051 -0.0607333 -0.0382263 -0.066722 0.00298207 -0.0226733 0.0235639 -0.0584495 -0.0623182 -0.085847 -0.0485271 -0.0193103 -0.0685671 0.0122928 0.00911405 -0.0611297 0.0144866 0.018143 -0.0071302 0.00835245 -0.0121244 0.0279915
internal_weight=621.961 569.701 534.924 235.97 228.906 186.626 298.953 181.089 21.4683 42.2804 31.7255 23.1882 117.864 52.4655 65.3984 12.0924 34.7779 52.2593 23.0659 18.0716 13.8632 179.7 173.692 12.3409 161.351 155.989 54.8601 50.0096 36.3267 16.3635
internal_count=2900 2450 2196 1149 1092 806 1047 555 98 286 182 144 492 258 234 69 254 450 148 109 99 743 728 70 658 619 265 228 182 55
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 0 2 2 2 2 2 1 1 1 2 2 0 0 0 0 1 2 1 1 0 1 2 2 1 0
split_gain=36.5317 15.488 15.6158 15.2994 20.7796 12.6337 8.72431 8.40708 10.2642 7.79956 6.97078 8.41548 6.47797 14.6559 6.96585 5.73223 7.45275 6.49487 6.69502 6.1934 13.0579 6.01086 8.16555 6.60492 7.55319 6.30335 6.04303 5.63156 5.50897 4.45933
threshold=0.50064369330000014 31.796797363700005 0.30560462260000004 0.37138109635000011 0.48181192180000004 0.51243974730000008 42.178283198950005 46.377258487500008 37.797539186950011 43.279086095950007 50.264779514000004 0.48363821445000005 0.36927038110000004 0.36543816055000006 41.495754733000005 38.703421923500009 0.56369569775000017 0.52428071015000011 0.53136133645000017 0.54679500610000009 0.4211999641000001 34.997818021800008 0.4410796084000001 0.38906020780000011 0.52772372085000019 0.42892428370000008 37.272044000450002 43.124157941850008 0.3447651268000001 0.47727612945000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 -4 8 -5 28 15 -12 13 14 -6 16 21 -17 -19 -20 -21 -7 23 -23 -25 26 -26 -16 -8 -11
right_child=-2 2 3 5 12 10 9 -9 -10 29 11 -13 -14 -15 27 17 -18 18 19 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10382378797751651 -0.098150821133898919 -0.12471002660379349 0.024640064001173301 0.024442904874794585 0.088050274494053088 0.076407045856744238 0.019314199439453353 0.06177607583795254 -0.15738139026333264 -0.014833585968817536 -0.13139425937769197 0.019352241266985825 0.11890645837580516 -0.080473971233085695 -0.00047538667177443058 0.059987030693900573 -0.089880977034303783 -0.049475418941066836 0.040864639557170811 -0.12526249792036168 0.0087596801370859925 0.04932705838848081 0.11940756660640489 -0.14791436043548503 -0.091149776829434953 -0.14815216989917313 0.045897644531177978 0.08026545679749611 -0.085778228572039747 0.058514414908276635
leaf_weight=12.589787818491457 35.87528757750988 8.6863426640629751 93.787902794778347 4.1387230679392877 47.893265165388584 7.6626640632748595 6.4349158406257656 3.3484379053115836 12.426957502961157 29.273194007575512 8.5486178025603277 6.53363412618637 16.48163627833128 7.7822308912873259 22.77719197422266 24.840783454477787 13.15331172198057 19.757031321525574 50.397148229181767 7.9442196637392035 85.627417325973511 6.9191690310835829 3.708146668970584 7.15982408076525 4.7428065240383175 3.4600131437182418 10.00411570817232 13.916677013039587 22.183554209768772 11.562916204333304
leaf_count=108 360 91 353 15 115 23 25 12 93 143 81 28 33 42 81 83 120 123 171 57 351 20 11 51 33 29 38 36 140 34
internal_value=-0.000254403 0.00586692 0.00832789 0.0104196 0.0273121 -0.00597403 0.00474588 -0.0827431 -0.111955 -0.0221182 -0.000104438 -0.0660908 0.0611544 0.0508496 0.0629317 0.00395146 -0.0238947 0.0123408 0.00511178 0.0126029 -0.00261879 -0.0040137 -0.0211342 -0.0372759 -0.0608982 -0.0266793 0.00182137 0.0301467 -0.062148 0.00593521
internal_weight=609.618 573.743 561.153 552.467 272.093 280.373 163.242 19.9141 16.5657 69.4546 260.459 15.0823 108.851 92.3694 84.5871 245.377 56.8101 188.567 163.726 143.969 93.5716 43.6567 35.9941 32.2859 25.3668 18.2069 14.7469 36.6939 28.6185 40.8361
internal_count=2900 2540 2432 2341 1002 1339 695 120 108 342 1219 109 307 274 232 1110 325 785 702 579 408 205 182 171 151 100 71 117 165 177
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 0 2 2 2 2 2 1 1 1 2 2 1 1 1 0 2 2 0 2 0 1 1 2 1 1
split_gain=31.4235 13.1858 13.7013 12.4378 17.9801 10.6513 7.81992 8.84348 7.0914 6.46743 6.00232 7.54873 5.80708 12.4985 17.0448 7.7066 5.21285 10.13 6.95861 9.08711 7.77387 12.8167 7.67493 6.39087 9.06841 7.21004 9.56299 9.71569 7.13588 10.0982
threshold=0.50064369330000014 0.30560462260000004 32.785955158400007 0.37138109635000011 0.48181192180000004 0.51243974730000008 46.650420857800007 37.797539186950011 42.178283198950005 43.279086095950007 50.264779514000004 0.48363821445000005 0.36927038110000004 0.35877668335000007 38.592454371550012 41.322103772800006 0.45393850480000009 0.45664800455000004 0.44705248345000009 0.54910032635000017 39.995120105550008 41.24714903835001 0.55754318735000019 44.215931556700006 0.53136133645000017 0.41985269900000005 0.38906020780000011 43.874475754150005 0.40621538280000008 0.41753240920000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 -5 -4 -10 16 -12 13 15 -15 -6 18 -18 19 23 -21 -22 -23 25 -25 26 -7 28 -28 -30
right_child=-2 2 3 5 12 10 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 20 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.12182467486763374 -0.093773676080968232 -0.086357198723899395 0.022314845411077817 0.022173829710469026 0.10471774461053435 0.070352832108545177 0.066246060105390456 -0.14759415032762757 -0.056998313269525626 0.0053699369492415461 -0.12763947991788752 0.017397622994900133 0.11366910800984951 0.040706432549737992 -0.15647971273714112 0.037852019368425249 -0.16800672294173835 -0.010662548345401928 0.065224577146807267 -0.099169918533355772 0.082541674580301413 0.037761161747899258 -0.098293954216747303 -0.14013836393502685 0.017527208525753384 0.069965128179507174 -0.00116960374887968 0.1402200812142399 -0.19857990098383782 -0.0058607454736150644
leaf_weight=8.0362364426255208 33.89846807718277 15.228414185345171 92.078422032296658 4.1077219024300637 31.054094411432743 21.062247157096863 3.2068208679556838 12.127218179404734 28.120409063994884 40.678385585546494 7.950817942619322 6.5405250042676926 15.564599864184855 13.880713038146498 6.4071180820465079 38.739192619919777 4.5381178185343733 41.599455408751965 21.272388316690922 13.206332728266714 10.393305256962778 6.0593193545937565 13.131482817232607 5.9014178812503806 9.5538110211491567 27.995484910905361 51.058252386748791 4.1992659717798224 4.8154256939887983 6.244933694601059
leaf_count=91 360 127 346 15 69 56 11 94 165 177 81 28 33 42 43 119 34 226 66 99 29 27 77 49 39 79 249 8 37 24
internal_value=-0.000259052 0.00535404 0.00718987 0.00982072 0.0252146 -0.00510058 -0.0764531 -0.10464 0.00416678 -0.0201221 0.000328365 -0.0621784 0.0572663 0.0475207 -0.0215671 0.0676035 0.00408641 -0.026139 0.0112417 0.00462767 -0.0353754 -0.00689754 -0.0553358 0.0177113 -0.0426757 0.0258005 0.0116508 -0.00699273 -0.0169444 -0.0897662
internal_weight=598.65 564.752 556.716 541.487 266.523 274.964 19.4418 16.2349 160.877 68.7988 255.523 14.4913 105.646 90.0811 20.2878 69.7933 241.031 46.1376 194.894 173.621 42.7904 29.5841 19.1908 130.831 15.4552 115.376 87.3801 66.3179 62.1186 11.0604
internal_count=2900 2540 2449 2322 994 1328 120 109 688 342 1208 109 306 273 85 188 1099 260 839 773 232 133 104 541 88 453 374 318 310 61
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 0 2 2 2 1 2 2 0 2 0 2 1 2 2 0 2 0 2 2 2 2 1 0 1 1
split_gain=27.5249 11.7366 11.9296 10.9558 15.4895 8.68252 7.17295 7.66315 5.11733 6.77113 5.98783 5.10977 6.86772 5.08127 7.10223 10.6817 9.54196 9.49473 5.481 4.66792 9.40248 6.80684 5.44208 4.94782 5.76213 4.42458 5.26586 7.14702 4.39266 11.875
threshold=0.50663153795000015 31.796797363700005 0.30560462260000004 0.37138109635000011 0.48543456785000005 0.51243974730000008 47.001379125850008 37.797539186950011 42.178283198950005 0.35585760905000008 42.428475018400007 51.779769178100004 0.60472740335000019 35.131296350900008 0.46928235680000008 39.468990633150007 0.32600820335000008 40.742467179200005 40.12915366295001 0.5810754169000002 41.792045663550006 0.62143349005000015 49.275256100300005 44.710446918150005 42.686561923500008 40.621691032550004 0.34569324270000007 0.47778509625000004 0.36927038110000004 0.36543816055000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 -5 9 13 -10 19 -13 -4 16 -16 17 -15 -17 -7 21 -21 23 24 -22 -20 27 -27 29 -6
right_child=-2 2 3 5 28 11 -8 -9 10 -11 -12 12 -14 14 15 18 -18 -19 25 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.092525326441628711 -0.09904934482818982 -0.11933118264526094 0.10879067214578997 0.020104017927165735 0.063910839928216612 0.0081107325348924141 0.068974313594449235 -0.13895002995362291 -0.11695798030404923 -0.086135421978448742 -0.0055728427235686787 -0.12822361879048555 0.075251634159122657 -0.054691192604045806 0.10388647969112748 -0.060318736960404386 -0.11633179773851271 0.14417592672299395 0.079646898851885972 -0.13618622983959222 0.04455498922514791 0.022398254849266164 -0.096755796672692587 0.063350269192104403 -0.10338301208398236 0.042366600540411012 0.068074147820988209 -0.057003575049551586 0.10893565756082449 -0.067575215285771442
leaf_weight=12.199237793684004 26.908210299909115 7.4155749753117552 7.0004564076662055 4.0791416540741947 58.384988866746426 207.10893124341965 3.071052059531211 11.767720110714434 5.1876968368887892 5.6246190443634978 69.281065635383129 6.4696900472044927 2.2307255268096924 5.6258558481931704 16.925091877579689 8.5149592608213407 8.1269696056842786 4.1880188286304474 11.952115431427954 10.437338553369043 5.3722881153225952 3.6542039513587943 4.4588323831558219 13.5978717058897 5.1631982326507568 13.214192718267443 11.399070173501967 16.003742009401321 14.663678325712679 7.7844869047403327
leaf_count=114 319 91 20 15 163 913 10 95 35 39 325 69 9 34 37 37 55 10 30 104 24 29 29 40 37 41 31 70 33 42
internal_value=-0.000251993 0.00448762 0.00664449 0.00837034 0.0229574 -0.00550511 -0.0709007 -0.0980079 0.0068571 0.0207044 -0.0133322 -0.000719106 -0.076054 0.0265415 0.0205407 0.0335881 -0.0361911 0.0301743 0.0141099 0.00190485 -0.0282072 -0.0950623 0.00474207 0.0234946 -0.027946 0.0261656 0.0104279 -0.0120621 0.0594161 0.0484422
internal_weight=587.811 560.903 548.704 541.288 263.877 277.411 18.9179 15.8469 183.044 108.575 74.4688 258.493 8.70042 102.95 95.95 78.0092 17.9408 9.81387 61.0841 249.793 42.6837 14.0915 28.5922 24.1334 10.5355 52.5691 40.617 29.2179 80.8332 66.1695
internal_count=2900 2581 2467 2376 1002 1374 120 110 764 404 360 1254 78 365 345 246 99 44 209 1176 263 133 130 101 61 172 142 111 238 205
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 0 0 1 1 2 2 2 0 1 2 0 2 0 0 0 0 0 1 1 1 1 0 1 1 0
split_gain=23.952 10.1639 10.2539 9.24537 9.76391 8.71293 7.15601 6.02613 5.52173 5.27816 5.47953 5.11039 6.59138 7.10063 4.97987 6.65931 4.88913 4.75171 7.22936 5.6796 4.68966 6.8578 4.83111 6.26098 4.65869 4.5782 7.77062 3.91707 5.47817 5.7902
threshold=0.50663153795000015 0.30560462260000004 32.785955158400007 0.38906020780000011 41.621607100200002 0.51243974730000008 0.48140774230000011 0.34554354660000003 0.35877668335000007 40.79983011445001 38.512991772500008 38.703421923500009 0.52772372085000019 0.39772761295000009 51.779769178100004 0.60830514055000007 35.131296350900008 0.51589772760000019 0.50300889195000009 0.50482021495000018 0.52428071015000011 0.53136133645000017 0.39458399450000009 0.39685937550000011 0.38042274180000007 0.48627286610000009 0.6166282446500001 0.48363821445000005 0.46613873835000008 0.60665848330000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 -8 10 -9 12 -7 -14 20 -16 -4 18 -6 -20 -13 22 -22 -24 -19 27 -27 28 -23 -30
right_child=-2 2 3 5 17 11 8 9 -10 -11 -12 14 13 -15 15 -17 -18 24 19 -21 21 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.11716467674001665 -0.095659891365168226 -0.076511496491536671 0.11511827691068453 -0.13183541283093869 -0.0033443885850767611 -0.11759149737286596 0.085519801699018086 -0.018810585522812166 0.033853745658384705 0.033432185721217131 -0.19007089170958952 0.064892722294837807 0.078407270775695398 -0.036946446672840784 -0.12549030652822168 0.080103215056719745 0.017362802381767392 -0.15544121230548902 0.12744151157233649 0.011930083063373263 -0.14308083173879732 0.017372784200036101 0.087882683003312645 -0.069817083094145013 -0.010336098741332901 -0.1395601888758069 0.02351186073699834 0.094348188931592081 -0.1139126485189223 0.02788102054789517
leaf_weight=6.8275612369179717 25.166083179414272 14.794722720980642 5.6710931658744803 5.4525527879595748 116.22089553624392 7.8393408358097068 37.270383410155773 3.81895913928747 46.485087715089321 4.612763985991478 3.6574437469244003 12.926098696887491 6.4806602075695983 30.217457465827465 6.1245411187410337 2.1211018562316895 52.290175527334213 3.7020020112395269 8.0449083745479602 9.0395947247743589 4.7711066752672222 117.8729028403759 3.5317469015717498 8.767059773206709 5.4994074106216431 5.3495062440633756 6.4397664144635201 5.8753908798098555 6.8241877630352956 4.9826954677700996
leaf_count=91 319 133 14 56 515 54 95 22 154 16 25 43 24 216 70 8 196 33 16 36 40 460 15 61 25 50 29 15 49 20
internal_value=-0.000246871 0.0040912 0.00560557 0.0078897 0.0196452 -0.00689666 0.0371182 0.0135325 0.0568446 -0.0506897 -0.102591 -0.00393636 -0.0343562 -0.0165757 0.00336387 -0.0726036 0.0269275 0.000786801 0.00558425 0.0663232 0.00689607 0.00233643 -0.0576667 -0.0245317 -0.0687162 0.00928781 -0.0504838 0.0144862 0.0108679 -0.0540734
internal_weight=578.677 553.511 546.684 531.889 296.313 235.576 153.806 70.0504 83.7555 12.0892 7.4764 230.124 44.5375 36.6981 185.586 8.24564 57.9613 142.507 133.305 17.0845 177.34 164.414 17.0699 12.2988 9.20141 147.344 11.7893 135.555 129.68 11.8069
internal_count=2900 2581 2490 2357 1147 1210 522 273 249 63 47 1154 294 240 860 78 210 625 567 52 782 739 116 76 58 623 79 544 529 69
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 1 1 2 2 1 1 0 0 0 1 0 2 2 0 2 0 0 0 1 2 2 2 0 1 0
split_gain=20.844 9.37033 13.8118 8.97784 8.69841 8.91141 11.4358 8.28932 6.50913 4.9893 7.69267 10.4893 8.56681 6.04439 8.07379 6.07181 5.19048 9.33901 3.99038 3.92231 3.68021 3.67239 6.17025 10.8754 7.38 9.67826 10.0097 7.40528 4.88842 3.40686
threshold=0.50663153795000015 0.47305469895000007 0.39167988980000007 0.39388042275000007 37.186372654950006 0.39584144190000009 0.3982365797500001 48.680511450650009 41.24714903835001 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.52877159370000015 0.54910032635000017 0.43590012275000006 0.56055207925000017 40.259171735100004 41.755948821900006 0.56859076075000015 34.997818021800008 0.54017843775000018 0.63514565435000014 0.61532588845000014 0.48627286610000009 44.710446918150005 42.686561923500008 42.406961525800007 0.58859016195000013 0.47106374065000006 0.53592706805000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 -4 18 -6 -7 -1 -3 29 11 -11 -12 20 16 -16 -15 -18 19 -5 -14 22 23 24 25 26 27 -17 -26 -8
right_child=-2 2 3 4 5 6 9 -9 -10 10 12 -13 13 14 15 21 17 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.04853017488397391 -0.092396450008937203 0.040054851696342576 -0.13219072554671127 0.022196849960632464 0.1068506727373954 -0.1142425138718216 -0.0054603255789153326 0.04795706801136982 0.0085687812204166287 0.0093191377487754981 -0.12460602268290065 -0.1800994667184827 -0.016186534091353035 -0.15538230169458161 0.066790842168391013 -0.0027847879326703159 0.059005764953813093 -0.15559469250349506 -0.11775571059699895 -0.07766391038254622 0.059765641031584431 -0.082676132804045011 0.077021309759981671 -0.13572236037450322 0.016770264278048161 -0.14411974390648616 0.11483249207674717 -0.14429902521479496 0.13986156672036018 0.094323067790105464
leaf_weight=53.013025395572186 23.534386154264212 128.38628704845905 5.8542867377400389 7.0989550352096584 7.5746020525693885 8.9237587153911573 5.4175640866160384 10.701207950711249 134.38147797435522 6.1103518903255445 5.0866860300302497 5.6053569987416267 8.245476268231867 5.1780421808361998 13.926618382334707 27.298243232071403 4.9950798451900464 3.4137598723173141 8.5731946080923063 8.8201870471239072 28.191617347300053 5.6329958513379088 9.3330198377370817 6.2115280106663695 7.5837152302265149 5.2094522118568412 6.4410860985517493 4.2771567702293387 5.6153086870908737 9.287610821425913
leaf_count=389 319 408 56 38 33 71 29 34 546 37 61 45 35 42 41 120 15 26 114 67 81 35 38 60 38 33 15 38 10 26
internal_value=-0.000249348 0.00371968 0.00847761 -0.0100137 -0.00667213 0.000573961 -0.00384952 -0.0323245 0.0239526 0.00184283 -0.00333132 -0.0813078 0.00289857 0.00748042 -0.00468575 0.00599211 -0.0766181 -0.0281162 -0.0627534 -0.0331322 0.0425782 -0.00491888 0.00116711 -0.0101354 0.00368983 -0.0162946 0.00122149 -0.0219541 0.0691374 0.0575617
internal_weight=569.922 546.388 482.673 219.906 214.051 189.559 181.984 63.7142 262.768 173.061 158.355 11.7157 146.64 141.553 105.116 91.5291 13.5869 8.40884 24.4923 15.9191 36.4371 77.6025 71.9695 62.6365 56.425 43.2259 38.0165 31.5754 13.199 14.7052
internal_count=2900 2581 2158 1204 1148 929 896 423 954 825 770 82 688 627 511 428 83 41 219 105 116 387 352 314 254 206 173 158 48 55
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 0 0 1 1 1 2 2 2 0 1 2 2 0 1 2 1 2 2 2 0 1 2 0 1 1
split_gain=18.1311 8.51127 8.17658 7.05871 11.265 7.22023 5.89956 9.4131 4.01163 10.5411 11.1274 4.96734 3.94652 6.938 5.54389 7.24897 4.6048 3.65261 5.10835 4.08763 5.47592 3.46317 12.3715 3.13807 4.25825 5.28925 6.37341 3.78313 5.11673 5.72015
threshold=0.50663153795000015 0.30560462260000004 31.796797363700005 0.37138109635000011 0.48543456785000005 0.51243974730000008 0.50449088350000015 0.38398550940000004 0.36927038110000004 0.35877668335000007 38.592454371550012 41.840895355800008 39.56957118270001 0.46594413340000007 0.34392682850000006 35.818873074050011 40.12915366295001 0.63514565435000014 0.49526960270000003 50.264779514000004 0.48363821445000005 48.315732392000008 49.275256100300005 38.703421923500009 0.56369569775000017 0.4410796084000001 34.997818021800008 0.52428071015000011 0.39971857130000005 0.40367054880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 12 6 7 -5 9 11 -11 -6 13 14 15 -4 -14 19 -19 23 -21 -2 -23 24 25 26 -7 -25 -29 -30
right_child=21 2 3 5 8 17 -8 -9 -10 10 -12 -13 16 -15 -16 -17 -18 18 -20 20 -22 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.11455244659131486 -0.11398050882402982 -0.080657873800051488 0.097075231629867323 0.065171531179650466 0.10034018489333507 0.069332792604873489 -0.13165771087982367 -0.13387128408019205 0.10120163073795917 0.029921692507845734 -0.13534070158674791 0.03250746148489457 -0.079578537103416211 0.067121972036492117 -0.13835642581136251 -0.074127243387746275 0.0015039760016217327 -0.17060738567829373 0.015063872331658984 -0.12089550310682894 0.011837172624224217 0.19046496593860998 -0.11843459699051379 0.048151447131143353 -0.073468209463599124 0.1115881230267962 -0.034238612095166404 -0.035418613153554844 0.090784495174158278 0.0074923451693347451
leaf_weight=6.0523713305592528 15.842298164963724 10.98930563777685 5.0399155318737012 5.879387632012369 22.327083259820938 7.396451197564601 7.7954275831580153 3.9872990399599075 13.094030059874056 12.977300465106966 5.9386668875813475 20.90217861533165 7.3858462944626799 23.17768594622612 3.1997992768883696 4.8562298715114594 135.53706733882427 2.9721144065260878 2.9551514387130737 6.2083247117698175 6.2242901772260666 1.853010207414626 4.3174684606492519 23.436555981636047 10.689045224338768 3.6906158179044715 30.203131981194019 26.014672592282295 8.8489855453371984 120.83214863017201
leaf_count=91 249 114 16 17 56 23 58 45 33 42 41 66 36 65 32 31 584 26 14 79 30 14 56 83 115 11 171 161 23 518
internal_value=-0.000269925 0.00336568 0.00470578 0.00650437 0.0184245 -0.00484918 -0.0666367 -0.0152651 0.0508973 0.0402982 -0.0219624 0.0675418 0.00479016 0.0342478 -0.0239342 0.0130629 -0.00268614 -0.000474742 -0.0780374 0.00141294 -0.0544439 -0.0892262 -0.0256713 0.00441776 -0.017214 -0.00265118 -0.0138644 0.0106947 0.00505642 0.0131759
internal_weight=560.624 538.611 532.559 521.569 254.436 267.134 17.6621 9.86669 75.2393 62.1452 18.916 43.2293 179.197 36.2736 13.0959 9.89615 142.923 249.471 5.92727 243.544 12.4326 22.0128 6.17048 231.112 51.9792 41.2902 37.5996 179.132 155.696 129.681
internal_count=2900 2581 2490 2376 1002 1374 120 62 238 205 83 122 764 144 79 47 620 1254 40 1214 109 319 70 1105 320 205 194 785 702 541
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 0 1 0 1 0 2 0 0 0 1 0 2 2 1 0 2 1 1 0 1 2 2 2 0 2
split_gain=15.8917 7.55199 7.08889 5.8097 7.89148 6.74091 6.64281 6.70978 5.08022 6.42008 5.56403 6.83462 5.79005 7.96512 5.77189 4.92191 9.77784 7.54856 4.84274 6.15734 6.05409 4.59684 4.22045 5.66972 3.88403 9.03599 3.93049 6.39948 3.85238 3.90281
threshold=0.50663153795000015 0.30560462260000004 29.904643970450003 0.39167988980000007 0.39388042275000007 0.47727612945000003 0.3447651268000001 0.47305469895000007 0.39584144190000009 0.53136133645000017 40.580626202750004 0.57507260265000015 0.55754318735000019 0.55411514625000013 0.43374449865000003 0.47670728420000003 43.968221017800005 42.773538294100007 0.4355408521000001 0.55041765215000005 39.468990633150007 0.43033142720000012 0.35675578575000005 0.4622167001000001 0.32272985840000007 39.530201452500002 42.049402686800001 48.315732392000008 0.52324780695000006 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 24 -6 -10 11 18 13 21 -14 16 22 -17 19 -11 -20 -12 -8 -24 26 -26 -4 -28 29 -7
right_child=-2 2 3 4 8 28 15 -9 9 10 12 -13 14 -15 -16 17 -18 -19 20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.11298233543580925 -0.086503084281054132 -0.10073851162955189 0.069015881045224062 -0.12763440136001888 0.066512300873312155 0.04299956661486018 -0.15037991035366829 0.072834806635992441 -0.061189683022577913 -0.010402440310727826 0.036620781291147007 -0.097239493745480146 -0.10776634099980081 0.14221867583138767 0.0021085541714060949 0.062022380393571899 0.074713706581356121 -0.10216234248255951 0.055910219756268656 -0.11301153631040634 -0.069076475896829997 -0.06465566342004285 -0.12735887893613559 0.068867333374008674 0.011534140702400128 -0.13577258614893095 -0.095378055380353835 0.033078311251163804 -0.025726775682884173 0.015189036555760602
leaf_weight=5.5486051365733138 20.572826147079468 6.3480489403009406 9.311761751770975 5.3087958805263034 9.694730691611765 88.945069000124931 9.8976216316223198 13.56255568563938 20.092143606394529 24.789925150573254 32.220090765506029 10.83051201328635 5.1888007819652548 6.5307737477123728 60.836969282478094 7.916980214416979 3.4853435754775992 4.3327767103910446 16.491664841771129 7.6537937149405471 5.065894939005374 5.2058038935065261 3.4769422858953467 2.5541475713253021 11.099309876561167 6.6645822897553435 5.9573363959789303 11.112415269017218 14.725382238626478 116.62839841097593
leaf_count=91 319 76 38 56 45 283 85 37 180 106 119 135 41 17 285 27 13 27 63 65 25 25 35 13 54 44 48 37 71 440
internal_value=-0.000266501 0.00307161 0.00429599 0.00557927 -0.00726425 0.0142852 -0.00887886 0.0113159 -0.004141 -0.00765532 -0.00150239 -0.0247391 0.012195 0.0403156 -0.00652624 -0.0456843 -0.0770021 0.00394974 -0.0101984 -0.0346089 0.0265391 0.0225336 -0.110199 -0.0442577 -0.00758417 -0.0437318 0.0167557 -0.0117529 0.0236825 0.0272218
internal_weight=552.05 531.477 525.929 519.581 209.91 309.671 89.3718 57.708 204.601 194.906 174.814 64.8318 109.982 43.9567 66.0258 31.6638 19.4141 12.2498 54.0013 32.4437 21.5576 37.4259 15.9287 6.03109 44.1454 17.7639 26.3815 17.0698 220.299 205.573
internal_count=2900 2581 2490 2414 1162 1252 458 258 1106 1061 881 394 487 161 326 200 146 54 259 171 88 144 133 48 221 98 123 85 794 723
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 0 2 2 0 0 0 1 1 2 2 0 1 0 2 2 0 2 2 0 1 2 0 2 0 0
split_gain=13.8062 6.70918 6.21391 5.02253 9.63785 6.48197 5.9787 5.9036 5.25636 7.55058 4.16895 7.07161 6.47451 4.11313 4.02413 3.6169 8.35761 7.26296 3.5987 12.6893 3.36551 3.35671 3.31228 4.00358 3.72697 17.0942 3.69161 3.29483 9.70556 8.39387
threshold=0.50663153795000015 0.30560462260000004 32.785955158400007 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 41.872669623500009 0.5025747732000001 0.49588335680000006 0.48543456785000005 0.35877668335000007 0.34554354660000003 35.461062230100005 40.259171735100004 0.47997065955000012 0.35675578575000005 0.47796473160000008 48.315732392000008 48.988717865950008 0.51589772760000019 38.512991772500008 35.131296350900008 0.47694679800000012 0.32272985840000007 39.646013290900008 0.46928235680000008 48.008184682100008 0.45612406815000006 0.47470135625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 8 10 9 -5 12 -12 22 -13 21 17 -17 27 -2 -20 -7 -14 -4 24 -24 26 -26 28 -9 -30
right_child=18 2 3 5 -6 20 -8 15 -10 -11 11 13 14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.11159947043644287 -0.11145999251646006 -0.064109759278443146 0.10448502007598365 -0.16325036909100818 0.10043578136075003 0.064630699504602762 0.064463069695699773 -0.10888672432475091 -0.15404373043109679 0.051056480440611597 0.092587866467411156 0.066775977784289731 -0.028021038595667253 -0.042733177934094368 -0.0023725157092745817 0.032479693010574545 -0.098332217961360477 -0.11124423235807956 0.20888996428854739 -0.11530595598770997 -0.0020394293194329408 -0.16579398089906275 0.045638715136817117 0.040564878487672457 -0.035269398117915907 -0.20603182708661938 0.080117745127732592 0.034993737532316445 0.087095778995769577 -0.027464423571866566
leaf_weight=5.079602785408496 13.559844981878998 13.100512988865374 5.3261693045496932 2.6576117500662821 12.781538985669611 7.8231082111597052 2.9747161269187918 9.8893492147326452 6.8480032235383987 4.3106103874742985 20.693506337702274 5.7202370613813391 3.56079223006964 8.5658603534102422 12.730970703065394 38.497803255915642 5.593809448182582 7.8831016123294821 1.7341892719268788 3.9738596118986607 235.51451641321182 3.5132241770625114 7.7857162430882481 43.180529996752739 5.1600526273250562 4.3997971042990676 5.9928863048553467 13.177025049924849 8.8775303363800067 22.878716610372066
leaf_count=91 249 133 14 29 34 26 10 86 59 22 57 16 23 36 50 125 38 51 11 59 1217 23 35 132 28 33 15 44 30 124
internal_value=-0.000284851 0.00276909 0.00388751 0.00564681 0.0158841 -0.00404264 -0.064136 0.0112544 -0.0918242 -0.0306781 0.0258591 0.0552292 0.0146496 0.00111493 -0.0359734 -0.00606256 0.0158839 -0.0214942 -0.0834204 -0.0168105 0.000103962 -0.0964443 0.0286045 0.0225287 -0.0108415 -0.0391155 0.0267324 -0.00858881 -0.0223787 0.00456114
internal_weight=543.785 524.517 519.438 506.337 246.209 260.129 16.7909 233.427 13.8162 6.96822 126.63 34.9796 91.6501 14.2861 19.805 106.797 44.0916 62.7057 19.2679 5.70805 243.338 7.07402 71.8452 66.519 23.3385 15.5527 11.1529 54.8226 41.6456 31.7562
internal_count=2900 2581 2490 2357 994 1363 120 960 110 51 462 109 353 52 96 498 163 335 319 70 1243 46 257 243 111 76 43 284 240 154
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 1 1 1 1 2 2 2 1 1 0 0 0 0 0 1 2 2 0 0 2 2 0 0 2 0
split_gain=12.1288 6.0333 6.03449 6.79943 6.16868 6.44824 9.01894 4.42719 5.05052 3.49989 3.41557 9.91781 3.36604 6.1772 9.74178 6.3739 5.39248 6.23095 6.71975 6.25094 4.30671 11.9315 4.04706 3.35171 3.41111 3.29654 3.28485 8.69613 7.54438 5.05817
threshold=0.50663153795000015 0.42646926740000007 0.39167988980000007 0.39388042275000007 37.186372654950006 0.39584144190000009 0.3982365797500001 0.31308942845000004 0.30560462260000004 43.812290675100009 48.315732392000008 48.988717865950008 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.52877159370000015 0.5339660489000001 0.54017843775000018 0.54910032635000017 0.43590012275000006 41.169697216150006 40.259171735100004 0.56055207925000017 0.56859076075000015 34.997818021800008 36.372781240150012 0.47886290830000006 0.47814436690000012 40.532725462000009 0.47727612945000003
decision_type=2 2 2 2 2 2 2 2 2 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 26 -4 23 -6 9 8 -1 -7 -2 -12 -8 14 -14 -15 -17 -18 -19 20 21 -20 -21 24 -5 -26 27 29 -29 -3
right_child=10 2 3 4 5 6 12 -9 -10 -11 11 -13 13 15 -16 16 17 18 19 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11037795230913411 -0.11025994070841856 -0.0042768629093595367 -0.12439436404927769 0.023571304968933098 0.089917265330076088 -0.14288322379958604 0.049023656860245506 -0.10957270635257808 0.008448178290986574 0.0076091446174297002 0.16544796992144095 -0.11365309090216175 0.057877032381245454 -0.1183449007001654 -0.15213290723000114 0.12153871867258081 -0.10319336968915077 0.051264470304001664 -0.14394540808076342 0.055753696014312376 -0.15722856407039931 0.08451993589159866 -0.0037233177935377098 -0.11333904918188371 -0.13753173094870608 -0.012210120650369497 0.022409957169013381 -0.0090672949862382977 -0.19194769924501559 0.052399958814658254
leaf_weight=4.644470773637301 12.396147426217796 65.36347059905529 4.8800159096717826 6.835933297872546 7.817205384373664 6.1618800833821279 14.018730659037827 7.3332671262323847 15.562133349478243 2.0626328364014626 1.9565507993102063 3.6453003101050854 3.3837102577090246 4.197644028812646 6.3613798804581165 3.9739181175827971 5.2749498412013045 27.801535457372665 4.6427972987294179 13.477693319320677 3.8769133612513533 4.5028708428144455 75.683474462479353 6.7963104993104926 3.9844621717929822 4.4356014207005501 185.75929516553879 4.8836404085159284 4.1920241862535477 20.743720442056656
leaf_count=91 249 321 56 38 33 54 56 80 83 17 11 59 18 63 57 10 28 83 42 41 31 12 387 114 37 31 682 18 32 66
internal_value=-0.000272358 0.00252815 0.00508221 -0.00773382 -0.00496064 0.00105293 -0.00290711 -0.0430177 -0.0188639 -0.105141 -0.0809752 -0.0161718 0.00212188 -0.00217057 -0.0792128 0.00306386 0.00672411 0.00335088 0.00767456 -0.00418512 -0.0689025 -0.0314605 0.00526729 -0.0549287 -0.0289078 -0.0715136 0.0146697 -0.000436122 -0.0935392 0.00937691
internal_weight=536.65 518.652 491.112 210.17 205.29 183.237 175.42 27.5399 20.2066 8.22451 17.998 5.60185 167.196 153.177 9.74509 143.432 139.234 135.26 129.985 102.184 13.0226 9.14567 89.1612 22.0523 15.256 8.42006 280.942 95.1829 9.07566 86.1072
internal_count=2900 2581 2327 1208 1152 932 899 254 174 71 319 70 828 772 75 697 634 624 596 513 85 54 428 220 106 68 1119 437 50 387
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 2 2 1 2 2 1 1 2 0 1 0 2 2 0 1 2 2 2 0 0 1 1 2 2 2
split_gain=10.6496 5.32349 5.05957 4.40802 7.68228 5.40145 5.38935 5.91308 11.2338 5.38486 5.29108 5.99417 11.9926 7.75311 7.33016 4.04881 7.98483 7.84482 4.03256 7.53273 4.46762 7.05967 7.4348 3.86226 3.7306 3.61545 4.94853 3.27201 3.23758 8.01785
threshold=0.50663153795000015 0.30560462260000004 29.904643970450003 49.110028829250005 0.48363821445000005 48.680511450650009 45.673096293200011 0.46613873835000008 44.710446918150005 47.480720532750006 0.46208197360000008 0.45393850480000009 42.406961525800007 0.57600071855000012 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.45612406815000006 0.34193587020000005 41.919251152600005 39.468990633150007 35.818873074050011 0.54191491270000014 0.58736265385000019 0.47536001915000009 0.49242537650000007 34.542090938800008 48.315732392000008 48.988717865950008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 10 24 -8 11 13 -13 14 15 18 27 -18 19 20 21 22 -4 -11 -9 -26 -27 -17 -2 -30
right_child=28 2 3 4 -6 -7 9 8 -10 23 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.10929617694228931 -0.10919593729581539 -0.091635239419219472 0.039219415663913085 -0.08319091156075914 0.030511654352181457 0.071579335796184085 -0.084549633139056404 -0.15384653765420217 0.13320180082493735 -0.051722669794872937 0.099139091035622656 -0.15154361009939035 0.060836486744977152 -0.10920466377197034 0.07939024029586926 0.011661183726405372 0.082243288793188027 -0.042275326460792122 0.01513451600335744 -0.12826822754869341 -0.076584204655582022 0.11784596559486304 -0.16627585383384652 0.064524709276695943 -0.14053275879849145 0.035579173935395086 -0.11794191510482897 -0.1296273603782277 0.13611455771031564 -0.11219763827010808
leaf_weight=4.2419545277953139 11.320192571729423 5.5646147429943076 5.4262449443340355 14.628884095698597 10.007098607718943 12.374049693346022 13.156565662473442 4.6166827641427579 2.9850845858454695 5.4520935192704183 6.5134073235094538 6.4908382110297662 4.5035396665334702 5.357725888490676 15.466307260096071 2.0768793299794215 8.6496776640415209 12.19011966884136 327.46987112611532 5.6446714438498011 5.0949109196662894 5.7284487187862387 2.6062538474798203 6.0071346834301949 3.1898585446178904 6.1105085723102075 3.1987217180430889 7.7756994441151619 2.1297920718789092 3.3389942534267902
leaf_count=91 249 76 30 132 43 37 94 42 6 28 22 58 16 49 41 18 23 62 1352 67 46 15 23 21 32 42 45 70 11 59
internal_value=-0.000302847 0.00226436 0.0031954 0.00424508 -0.0370051 0.00637073 0.00463812 0.00717939 -0.0458079 -0.0408994 0.00970932 0.00830397 -0.064548 0.0102891 0.0118971 0.00916922 -0.025664 0.00940684 0.0122067 -0.0269255 0.00341231 0.0330305 -0.0274563 0.00921631 -0.0770282 -0.0486544 -0.0171718 -0.0998444 -0.0786737 -0.0154937
internal_weight=529.317 512.528 508.286 502.721 24.636 478.085 465.711 441.095 20.1009 24.6158 420.995 414.481 10.9944 403.487 398.129 382.663 30.6924 20.8398 351.97 24.5005 18.8559 13.7609 8.0325 11.4592 17.1158 12.4991 9.30923 9.85258 16.789 5.46879
internal_count=2900 2581 2490 2414 175 2239 2202 2059 167 143 1892 1870 74 1796 1747 1706 173 85 1533 181 114 68 53 49 161 119 87 88 319 70
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 1 2 1 1 0 2 2 2 2 0 0 1 1 0 1 0 1 1 2 0 2 2 2 2 2
split_gain=9.35588 4.7506 4.31062 3.63423 6.43156 4.4717 7.00527 4.37283 5.40026 9.57708 5.14881 4.72357 6.32594 5.98885 4.59682 6.31612 12.8582 5.00371 4.2958 6.36352 3.80585 7.70386 3.57414 3.59561 3.40291 3.2102 3.06587 6.62304 2.85559 3.722
threshold=0.50663153795000015 0.30560462260000004 29.904643970450003 49.110028829250005 0.48363821445000005 0.46613873835000008 44.710446918150005 0.46208197360000008 0.45393850480000009 0.58258734765000009 48.852845034800005 42.599563320500003 43.19689381845 44.157169339850007 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.34581299960000006 0.39672464895000009 0.34482500525000009 0.47778509625000004 0.34521421515000011 0.34515433670000012 42.96395231715001 0.62143349005000015 42.541806567400009 48.315732392000008 48.988717865950008 43.542456167850005 43.874475754150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 24 8 10 -10 11 25 14 20 15 16 17 22 -15 -20 21 -14 -13 -24 -7 -4 -2 -28 -22 -30
right_child=26 2 3 4 -6 6 -8 -9 9 -11 -12 12 13 18 -16 -17 -18 -19 19 -21 28 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10833596413735239 -0.10825050657018363 -0.086844580600001553 0.012115883239441252 -0.077195659404350178 0.027468769089305085 -0.097590367770428732 0.047451770060895286 0.08939931015320865 -0.15409022938445335 0.024633635850019014 0.084310373576736986 0.0020263455867677149 0.044171611674538459 0.072640222702584648 -0.11767017982485986 0.07773355498553286 -0.21536587987043274 0.07435876001534579 -0.15562288466209284 -0.018906157833064055 0.080498940619404435 -0.14792878701750087 -0.16451700297044627 -0.013452727559147027 0.0095168981597988662 0.086743387903528049 0.11471772465626198 -0.11091222942455814 -0.039947446679427574 0.057435939711444367
leaf_weight=3.8705572076141825 10.327813349664209 5.2985191829502574 301.07666088268161 14.210913799703123 10.004215128719805 12.589238062500959 6.9359315782785407 6.5011702328920355 5.6516855917870981 6.3861290328204632 8.8061091452836973 7.4425386264920323 5.8103613108396512 4.2935079932212821 7.1283258050680152 4.717919196933507 3.870124038308858 4.6858237832784644 3.7985309138894072 32.820606332272291 14.874557681381704 3.2583103477954865 3.6749245300889015 2.7581611052155495 3.8806419447064391 5.8766439333558074 2.266167312860488 3.0544650964438915 6.3565754815936115 10.258619368076323
leaf_count=91 249 76 1311 132 43 126 23 22 46 34 24 34 28 19 47 15 30 17 32 194 43 27 29 15 35 17 11 59 37 34
internal_value=-0.000324457 0.00202683 0.00287613 0.00383135 -0.0339547 0.00576395 -0.0368513 0.00798026 0.00678688 -0.0592762 0.00862985 0.0070532 -0.0101614 0.00500248 -0.0462026 -0.0274381 -0.0495584 -0.0149869 -0.0219924 -0.0330879 0.0322331 -0.0248487 -0.0451591 -0.0997488 -0.0723537 0.0135446 -0.0764804 -0.0148118 0.048672 0.0201794
internal_weight=522.486 506.837 502.967 497.668 24.2151 473.453 23.4058 450.047 443.546 12.0378 431.508 422.702 115.749 81.4711 34.2778 27.1495 22.4316 18.5614 40.9126 36.6191 40.5584 9.06867 13.8756 6.43309 16.4699 306.953 15.6484 5.32063 31.4898 16.6152
internal_count=2900 2581 2490 2414 175 2239 184 2055 2033 80 1953 1929 601 414 187 140 125 95 245 226 169 55 78 44 161 1328 319 70 114 71
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 0 1 1 2 1 2 0 0 1 1 2 2 1 1 1 1 2 2 2 1 2 2 1 1
split_gain=8.22441 3.89777 4.14627 5.23937 4.78724 4.44084 4.19147 6.84555 5.11122 3.82708 3.58942 3.39073 9.47444 3.01818 4.32563 3.01194 2.90142 5.55345 2.87091 7.10522 2.88892 11.4611 4.73566 2.8238 10.9525 3.17442 2.75577 2.66405 5.96712 2.46409
threshold=0.50663153795000015 0.42314601355000009 0.38906020780000011 0.51243974730000008 37.064694648750013 40.621691032550004 0.51017933595000009 0.34632196640000007 0.37982395740000008 44.921040431000009 0.3459626957000001 34.997818021800008 0.54384599265000022 0.46928235680000008 0.33960061075000009 0.39745815990000005 48.315732392000008 48.988717865950008 0.34569324270000007 0.34545372890000009 0.34193587020000005 0.32272985840000007 43.509905336500005 43.19689381845 42.674081447500008 0.36195024100000012 36.372781240150012 51.779769178100004 0.49901200560000009 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 9 5 -4 11 13 7 10 -8 -1 18 12 -5 14 -3 -13 -2 -18 19 20 21 -7 29 24 -9 -25 -17 -6 -29 -22
right_child=16 2 3 4 27 6 8 23 -10 -11 -12 15 -14 -15 -16 26 17 -19 -20 -21 22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.076998178644631432 -0.10740883552304464 0.028563357246430162 -0.12035356304454325 0.10089820706141309 0.0030228665303077941 0.037402539105589966 -0.12091570933592324 0.047954847907907883 0.003760382008828396 0.0050606419315205268 -0.076059548395721821 -0.16437035514785403 -0.081973061007312706 0.035847483345492835 -0.08633103289015881 -0.12547054157364723 0.098286906408961511 -0.1097740402055047 0.037858743102015341 -0.081852824954273262 -0.011860835880669751 -0.16426024277082846 0.079667536311139611 0.10312407291472703 -0.1164909904883569 0.019567816437945654 0.00063076481300564677 -0.12022473493531648 0.093161366151038635 0.046963536546275324
leaf_weight=12.131160866469147 9.4144750349223596 8.8074377477169019 3.959373988211154 4.6220775768160838 186.84677452594042 7.1136605441570264 5.9288051724433881 22.417763866484169 7.3828242346644402 10.693483002483843 7.1563669815659514 3.5271200835704786 7.3197417706251144 85.944777876138687 5.2182817161083213 2.9520857520401478 2.3741324096918097 2.7909819185733795 14.780358396470545 11.76052066683769 37.434047564864159 4.6672276109457016 8.721565514802931 11.01069611310959 4.9431600570678702 7.7451082840561858 4.196673221886158 4.7780698016285887 1.8057501688599584 8.793846018612383
leaf_count=191 249 32 57 12 919 26 50 83 32 51 36 28 112 289 44 37 11 59 54 66 161 35 24 29 31 33 37 73 5 34
internal_value=-0.000325454 0.00182209 0.00374265 -0.00635931 -0.00427021 0.0122965 0.00195786 0.0068382 -0.0517685 -0.0385531 -0.00780792 -0.0478019 -0.0111928 0.0288282 -0.0141832 -0.0887521 -0.0743662 -0.0141393 -0.00257121 -0.0101844 0.00244635 -0.0424901 0.0120805 0.0387328 0.0182452 0.06862 -0.0514429 0.000819916 -0.0616991 -0.000670785
internal_weight=517.238 502.659 479.834 220.008 216.048 259.826 159.856 146.544 13.3116 22.8246 100.428 22.6177 11.9418 99.9705 14.0257 10.6759 14.5796 5.16511 93.2712 78.4909 66.7303 11.7809 54.9495 46.1167 27.3609 18.7558 7.14876 193.431 6.58382 46.2279
internal_count=2900 2581 2339 1280 1223 1059 694 612 82 242 436 226 124 365 76 102 319 70 400 346 280 61 219 176 114 62 74 997 78 195
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 0 1 1 2 2 1 0 1 2 2 1 2 1 1 0 1 0 2 2 1 2 2 0 1 1
split_gain=7.51099 3.9536 3.94065 6.03684 3.63026 3.20429 9.9151 3.68648 2.89998 3.31077 2.98328 8.62825 2.45779 6.69122 4.31481 2.71228 6.16103 4.23128 4.40554 8.29345 3.81666 4.47906 9.48098 8.78534 6.08563 4.30083 6.67602 2.60897 3.96798 3.61876
threshold=0.63514565435000014 0.30560462260000004 48.315732392000008 0.68186581240000022 0.50064369330000014 0.61532588845000014 0.48627286610000009 0.48841352055000004 32.785955158400007 33.384956903900012 0.38185982460000006 0.53136133645000017 0.48363821445000005 49.110028829250005 48.852845034800005 0.46613873835000008 41.792045663550006 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.43590012275000006 45.90502654165001 47.833738492450003 0.43780126340000008 0.33263974130000007 0.33263974130000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 10 -10 -3 -12 13 14 15 17 -17 18 20 -20 21 25 -23 -24 -25 27 -27 28 -11 -29
right_child=2 4 3 -5 -6 7 -8 -9 9 12 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.10699105979001949 -0.1041700571599779 -0.1058536477667716 0.078269325310519985 -0.12211026113640117 -0.0789784777657353 0.00146039873829709 -0.13298777781066687 0.13511703828027968 0.092858736058736402 -0.0017020361854925001 0.12080149315042238 -0.12598196290675795 0.075156972797351382 -0.067328227189536793 0.075691360960920911 -0.13679330448449997 0.027051580861756026 0.086928322564895869 -0.14720820303906379 0.034979588830341607 0.050362227528097707 -0.12207047081848471 0.075656011272525192 -0.14069812775291954 -0.0047294756584231341 -0.1094809959624298 0.01818634306192702 -0.063071016520785964 -0.12237240834230322 0.01284795773185857
leaf_weight=3.3119707219302645 10.386173974722626 4.8176428526639921 3.6825242154300204 2.5408925600349903 5.3904659859836093 4.3239829279482347 5.3431164659559718 3.9476352035999298 4.2673410885035983 10.833012804388998 2.922297365963459 2.7499113529920578 4.8525781929492942 12.917882133275269 8.6330521777272207 4.3006826005876047 4.9211766347289085 6.2807729393243781 5.2958154976367933 4.7304651997983456 18.390238106250763 8.5526317879557592 9.4924222975969332 4.7553915679454795 10.695018097758291 7.8587312437593964 8.5547056347131711 6.4056656509637824 3.640854761004447 316.39913821592927
leaf_count=91 217 58 21 44 116 27 57 17 18 73 7 44 15 127 24 47 24 20 45 23 60 89 26 43 41 71 34 37 49 1335
internal_value=-0.000320823 0.00190052 -0.0664657 -0.00354152 0.00263462 0.00354005 0.00247135 0.0652481 0.0040039 0.00518496 -0.0479879 0.0011598 0.00436719 0.00360831 0.00569216 0.0042904 -0.0493587 0.0054631 0.00423197 -0.0612508 0.00585077 0.00373661 -0.0312138 -6.00457e-05 -0.0465785 0.00704649 -0.0429406 0.00947908 -0.0320563 0.0113414
internal_weight=511.194 494.585 16.6096 6.22342 491.273 485.882 477.611 8.27162 472.267 461.778 10.4899 5.67221 457.51 452.658 439.74 431.107 9.22186 421.885 415.604 10.0263 405.578 387.188 33.4955 24.9428 15.4504 353.692 16.4134 337.279 14.4739 322.805
internal_count=2900 2618 282 65 2527 2411 2367 44 2310 2201 109 51 2183 2168 2041 2017 71 1946 1926 68 1858 1798 199 110 84 1599 105 1494 122 1372
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 0 1 1 0 2 0 0 1 1 0 2 1 1 2 1 2 2 0 1 2 2 0 2 1
split_gain=6.45754 3.15465 2.72788 4.06002 2.62633 8.96175 2.50886 3.05647 7.46708 5.88866 5.63273 4.69324 6.10451 4.49145 7.89794 5.40554 3.8975 4.76391 6.31231 6.53302 5.08993 3.75149 5.55816 6.92404 5.18902 5.45164 4.75993 4.85402 2.89542 2.68526
threshold=0.52332265500000019 32.785955158400007 51.779769178100004 0.61532588845000014 0.52428071015000011 0.51700547890000015 0.42646926740000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.49588335680000006 0.36543816055000006 0.36597706655000006 0.48543456785000005 39.56957118270001 0.32144247180000002 0.34193587020000005 40.12915366295001 0.34491482290000003 44.758188263300006 42.178283198950005 0.47778509625000004 0.34569324270000007 41.21013581150001 42.428475018400007 0.47670728420000003 33.384956903900012 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 -3 8 13 10 11 12 -9 15 -15 16 -8 -18 -19 -20 -21 22 23 -22 25 -25 -24 -28 -11 -17
right_child=-2 2 3 -5 -6 -7 7 9 -10 28 -12 -13 -14 14 -16 29 17 18 19 20 21 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10027617387501271 -0.082739902113577846 -0.029964781192103718 -0.11662772946240091 0.055928664817495179 -0.11967258428049357 0.12980366749723934 0.03685250795276631 -0.15955318165395602 0.092959899907450294 0.09644589302586698 0.063832776848051415 -0.15130813949197444 0.045282505075367963 0.044527770747484527 -0.16876062422105562 0.053539027549511314 0.090516164558670564 -0.10525591753662356 -0.10258214913996407 0.042880296287070095 0.065707638022027254 0.084202949766445198 -0.16124365293873541 -0.0081600900003231201 0.028366469820553981 -0.13418979193067804 -0.10641069072520488 -0.011575783821594082 -7.8093199587353168e-05 -0.0038119827148814208
leaf_weight=4.661956597119568 9.3344664461910707 21.665784172713757 4.3636584114283314 1.9832514338195322 3.746468598023057 2.6582025736570358 26.977421760559082 2.2930166274309141 11.229028932750223 3.1514147315174332 2.882500357925891 6.3977708034217358 3.9806465096771717 3.2433166429400435 3.7359314523637295 37.667334467172623 4.9845583736896506 6.4755698814988127 6.2873379103839389 23.871521107852459 14.472052246332167 4.0259325951337805 3.1637985855340949 8.0744400471448916 11.731554672122 5.9699848815798751 6.929159518331292 24.41105355322361 224.086844233796 10.42315152287483
leaf_count=59 239 217 81 10 76 5 98 29 34 17 10 59 22 10 33 122 13 45 33 78 49 13 26 30 38 33 60 112 1208 41
internal_value=-0.000338166 0.00121402 0.0024199 -0.0627081 -0.0515774 -0.0167262 0.00328444 0.00486259 0.0135852 -0.00281393 -0.0623406 -0.0910425 -0.0295847 0.00918255 -0.0696437 0.0119971 0.00249754 -0.0052004 -0.00933431 -0.00363241 0.00242831 -0.00982956 -0.0148939 0.0103535 -0.0207254 -0.0617326 -0.0443443 -0.0325433 0.00126053 0.0411087
internal_weight=504.879 495.545 484.478 6.34691 11.0666 7.32016 478.131 456.465 213.673 242.792 15.5539 12.6714 6.27366 202.444 6.97925 195.465 147.374 120.397 115.412 108.937 102.649 78.778 74.752 40.248 25.776 14.0444 34.504 31.3402 227.238 48.0905
internal_count=2900 2661 2521 91 140 64 2430 2213 868 1345 120 110 51 834 43 791 628 530 517 472 439 361 348 150 101 63 198 172 1225 163
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 1 0 2 0 2 2 2 0 2 1 1 1 0 0 1 0 1 2 1 1 2 0 2 1 1
split_gain=5.93313 2.77732 2.47084 4.64091 4.1754 6.91659 4.82745 3.77788 5.60258 3.96053 3.75565 3.71566 3.41967 2.98705 3.55243 2.47735 4.04811 2.44468 7.62369 2.51512 2.255 6.67899 6.33863 4.11886 4.93078 2.4436 2.42641 2.31125 1.99323 8.69721
threshold=0.68186581240000022 32.785955158400007 49.275256100300005 49.842240509300005 47.833738492450003 0.49901200560000009 0.43780126340000008 41.558544840500012 0.37395586960000005 39.468990633150007 46.177190236600005 35.818873074050011 0.58859016195000013 50.666627092000006 0.48363821445000005 0.33263974130000007 0.34392682850000006 0.52428071015000011 0.51700547890000015 0.32921170025000007 0.57600071855000012 0.45772581660000006 44.710446918150005 0.46128858420000007 0.47536001915000009 33.384956903900012 0.62143349005000015 40.922041107600009 0.45393850480000009 0.46208197360000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 -4 5 6 7 9 -9 11 15 -3 -12 -5 -15 -8 -17 18 19 -1 25 27 23 -23 -25 -18 -26 -22 -27 -30
right_child=-2 2 3 13 -6 -7 10 8 -10 -11 12 -13 -14 14 -16 16 20 -19 -20 -21 21 22 -24 24 26 28 -28 -29 29 -31
leaf_value=-0.00079711270513017842 -0.11194045512027445 0.0255954056826138 -0.11463175665627974 0.05171925650043796 0.043602058345109281 -0.090309156775286323 -0.055172436582655263 0.098444825925702154 -0.12258329496557437 0.080547465934959386 -0.1013449806537997 -0.14606478467561754 0.028428122191229213 -0.11442354269831417 0.0098772449572757902 0.061744615546985862 0.092339945178607788 -0.11767713490933185 0.12253452585900187 -0.15460118502426937 -0.052692841577170996 0.078311193058475753 0.12664038075572356 -0.13181824804452039 -0.038939711787543949 0.0082649719044197139 0.08019481101494845 -0.17565010411441445 -0.14224527659527331 0.031444516321174433
leaf_weight=1.7460065260529498 4.7166215647011986 2.6231873370707053 5.1137419268488911 5.8354548886418334 24.427235096693039 8.1204764340072852 6.4100761711597434 1.335358940064906 8.1222043298184854 3.5819711647927761 6.1170545406639558 2.4281376861035824 3.0395292341709137 3.7855698037892562 5.8557467460632324 13.294320702552794 3.3745842427015296 3.5448845699429512 2.5404293984174728 2.7188290506601334 3.0536067746579674 3.2553644143044975 3.5384604930877677 4.4788490496575815 5.2462950237095356 342.98665346205235 2.5359596572816372 3.061442643404007 4.5653858557343465 7.8227744847536087
leaf_count=26 129 15 37 31 88 191 38 20 136 26 54 29 10 74 43 39 12 80 5 33 36 16 7 53 49 1514 17 22 39 31
internal_value=-0.000314518 0.00075006 0.00185644 -0.0320396 0.0033625 0.00112342 0.00284661 -0.0477143 -0.0913753 0.000115232 0.00506254 -0.0569205 -0.0582668 -0.00474997 -0.0389283 0.00649922 0.00749446 -0.0500076 -0.0157647 -0.094455 0.00561589 -0.0233181 0.00586363 -0.021679 -0.0482267 0.0076459 -0.000118013 -0.11425 0.00684166 -0.0325651
internal_weight=499.276 494.56 484.009 20.5905 463.419 438.992 430.871 18.0909 9.45756 8.6333 412.78 5.05133 9.15658 15.4768 9.64132 403.624 397.214 10.5501 7.00526 4.46484 383.919 25.17 19.0549 15.5165 12.2611 358.749 7.78225 6.11505 355.375 12.3882
internal_count=2900 2771 2627 185 2442 2354 2163 226 156 70 1937 44 64 148 117 1873 1835 144 64 59 1796 200 142 135 119 1596 66 58 1584 70
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 1 0 2 0 2 2 1 2 0 1 0 1 1 0 2 0 1 2 1 2 2 1 2 0 1
split_gain=5.31029 2.44461 3.28305 8.65066 2.22436 7.11364 4.58936 5.03287 4.13538 3.91521 3.90644 3.46122 7.53312 6.65864 2.72941 4.47644 2.60668 7.39021 5.84316 5.01659 4.58514 5.95386 4.3935 5.44964 4.41925 5.60494 3.28884 2.58605 3.10219 5.60813
threshold=0.68186581240000022 32.483642351600004 0.51700547890000015 0.52428071015000011 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 41.872669623500009 37.962710038050005 0.35585760905000008 38.052786106700005 0.49128768600000011 0.37982395740000008 0.51589772760000019 0.34193587020000005 0.31810424840000007 0.47470135625000004 44.921040431000009 0.47997065955000012 0.35675578575000005 43.968221017800005 0.34581299960000006 42.773538294100007 42.428475018400007 0.34491482290000003 35.131296350900008 0.47694679800000012 0.34446573455000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 9 7 8 10 11 -6 13 -13 27 -8 -16 17 19 26 -11 22 -22 23 24 25 -20 -18 -3 29 -29
right_child=-2 4 3 -5 6 -7 14 -9 -10 16 -12 12 -14 -15 15 -17 18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.13172828697808284 -0.11089270151096878 0.081723268943106511 0.14156416669353628 -0.11619615032240599 0.067920351570088383 0.089186321398770793 -0.080446889340249003 0.061062835091909087 -0.14538063741294013 -0.11154376905601522 -0.095381743979603695 0.017976726264228759 -0.11887742027028335 0.11737835901414294 0.092121225665251896 -0.0021672254243283108 0.12777944895045409 -0.14836468832090222 -0.15930589414717655 0.021490606372929461 0.024797932626809648 -0.090111890314733559 0.020574907185903143 0.02533157862642357 -0.15999086104055432 -0.0024361110901920053 0.013831459347818646 0.0038163351753894431 0.024695990314551521 -0.12877521933227762
leaf_weight=3.2381709665060026 4.3060440830886355 5.8789980486035338 2.3070201873779297 2.9888339526951313 2.4825700446963292 10.472820475697516 4.3030658438801757 2.8415654674172393 6.0397014170885086 3.6536420658230844 3.5733751058578491 14.119731772691013 5.6243006102740756 7.2106078267097464 5.1499391645193091 225.98524172231555 4.9684476628899557 4.9027069434523574 3.3633850589394658 12.643329799175261 35.734699197113514 5.1601591221988192 8.3261640369892103 5.1159914135932913 6.1465320736169806 7.0559554994106293 5.1673177555203438 19.162625400349501 62.609038360416889 3.8270514644682398
leaf_count=53 129 20 4 76 8 34 27 10 59 93 43 58 35 20 16 1385 10 44 28 55 121 38 32 24 51 39 37 103 213 35
internal_value=-0.00032703 0.000644499 -0.0524088 -0.00390864 0.00158477 0.00865855 -0.00494565 -0.0586963 -0.0868307 0.00483678 -0.0284378 0.0172127 -0.0210077 0.0248592 -0.00153548 -6.63778e-05 -0.00949941 -0.0407184 -0.00133254 -0.00833457 -0.0114851 0.0102985 -0.0411716 -0.0648832 -0.092744 -0.053074 0.0696876 0.0175665 0.0131602 -0.0182559
internal_weight=494.359 490.053 8.53403 5.29585 481.519 231.144 250.375 14.9372 12.0956 220.671 6.05595 118.432 19.744 98.6883 235.438 231.135 102.238 21.1997 81.0387 16.297 70.9029 40.8949 30.008 21.6819 16.5659 10.4193 10.1358 91.4777 85.5987 22.9897
internal_count=2900 2771 133 80 2638 1090 1548 120 110 1056 51 484 93 391 1428 1401 572 192 380 148 333 159 174 142 118 67 47 371 351 138
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 1 1 2 2 0 1 2 0 2 1 2 1 1 2 1 0 1 1 2 2 2 2 1 0
split_gain=4.76049 3.96313 4.33459 2.49384 2.50919 8.12402 2.77843 2.1516 4.25942 3.21277 3.69896 3.5624 3.69616 3.97722 3.22797 2.67581 5.93562 3.33299 5.12112 4.6139 3.17001 3.28934 4.98663 4.29969 3.4311 3.25559 8.21375 3.06493 3.61156 4.71019
threshold=0.63514565435000014 48.315732392000008 0.68186581240000022 0.50064369330000014 0.61532588845000014 0.48627286610000009 0.48841352055000004 0.48363821445000005 49.110028829250005 48.680511450650009 0.43780126340000008 0.32710098500000007 41.558544840500012 0.37395586960000005 39.468990633150007 0.46613873835000008 44.710446918150005 0.46208197360000008 0.45393850480000009 42.406961525800007 0.44705248345000009 0.54910032635000017 0.4355408521000001 0.43672345135000007 42.599563320500003 41.169697216150006 40.823855932350007 44.421469061800003 0.41985269900000005 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 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 7 -6 8 9 10 11 12 14 -14 -1 17 -17 18 20 -20 21 27 25 -24 -25 26 -23 28 -12 -30
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 15 -13 13 -15 -16 16 -18 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.017305223794280157 -0.10049174497959067 0.070077088403928095 -0.1159372807210368 -0.070777396735728249 0.0011655814947260986 -0.12803244958025178 0.11843227967449355 0.069627397755497339 -0.057118073143979535 0.055776774346691718 0.0062960641258960701 -0.11808257632520863 0.090948544750408561 -0.095585906975207718 0.11463056490787851 -0.092652095498104325 0.099069096008174221 0.078384173862569365 -0.13286031883236235 0.012232091963141426 0.046836334350566576 -0.087066316064130414 0.086707106788358398 0.0052887947207767017 -0.11386090275746728 -0.13705812119949057 0.10920695654400864 -0.028942846997493839 -0.006502242024964063 0.07906705486014276
leaf_weight=5.0588646158576074 8.5184952300041896 3.7353363744914523 1.8848455995321272 4.7397398613393298 4.2198640126734954 4.8168824091553679 3.8765247501432896 4.7280521765351287 11.939486375078557 11.414159275591372 280.8599613122642 4.4865493439137927 1.3719810917973498 6.8499680086970329 2.9275434091687202 7.1213455982506257 2.0883866250514984 6.1510528996586791 5.1069751679897291 3.8393808528780937 18.063683688640594 8.4557060301303846 5.195079784840348 11.896583596244453 3.0330045521259299 4.6391805559396735 2.8510700911283484 22.063734747469425 10.743630886077883 16.032278545200825
leaf_count=43 217 21 44 116 27 57 17 15 127 35 1229 77 20 116 15 86 5 20 55 17 60 84 17 61 17 45 6 153 55 43
internal_value=-0.000307433 -0.0574878 0.00769328 0.00139612 0.00212421 0.0011565 0.0573125 0.00251843 0.00181674 0.00341504 0.00202135 -0.0392233 -0.0173947 -0.0644593 0.0310579 0.00411267 -0.0491777 0.00534293 0.00419909 -0.0705931 0.00594233 0.00392277 -0.0247475 0.00834937 -0.0189169 -0.0665177 -0.0375749 0.00705943 0.00964153 0.044733
internal_weight=488.709 14.1387 5.62018 474.571 469.831 461.735 8.09639 456.918 452.19 440.25 428.836 20.6949 16.2084 8.22195 7.98641 408.141 9.20973 398.931 392.78 8.94636 383.834 365.77 36.0706 20.1247 14.9296 15.946 11.3068 329.7 307.636 26.7759
internal_count=2900 282 65 2618 2502 2458 44 2401 2386 2259 2224 271 194 136 58 1953 91 1862 1842 72 1770 1710 230 95 78 135 90 1480 1327 98
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 2 2 0 0 2 2 0 1 2 1 1 0 1 1 0 0 2 2 2 0 2 2 1 1 1
split_gain=4.2732 2.80308 2.0958 3.96506 4.33701 4.61445 8.37034 2.96661 8.55616 4.05851 3.27645 3.03875 2.97598 2.75895 6.28135 2.65192 3.95803 2.62623 5.8418 8.50801 5.41116 7.34912 4.13064 3.44672 3.35549 3.28779 3.61826 2.53547 1.96501 1.78336
threshold=0.68186581240000022 0.30560462260000004 0.38906020780000011 37.064694648750013 0.52215502530000013 40.305698932850007 42.718072821900002 0.48543456785000005 0.48368312325000012 44.157169339850007 47.833738492450003 0.48181192180000004 0.34515433670000012 34.997818021800008 0.43625939340000008 0.39745815990000005 0.52975958800000011 0.35877668335000007 0.37982395740000008 0.50579323975000012 0.50300889195000009 37.663157789700008 39.852039223600009 41.468518788800004 0.51929582950000019 43.124157941850008 42.526729949000007 0.46208197360000008 0.3621298763500001 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 -1 7 13 5 -5 -7 8 11 17 -11 28 -13 14 -4 -15 -17 23 19 20 21 -19 -21 -9 -20 26 -25 -18 29 -3
right_child=-2 2 3 4 -6 6 -8 9 -10 10 -12 12 -14 15 -16 16 27 18 24 22 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10537617438104169 -0.10900395974228194 0.0032346319048352067 0.046962062031704409 -0.18861864966533515 0.0011567159160499085 0.15361409285657887 -0.11960362732454773 0.086899222519827943 -0.13772030684688194 -0.09745313861587479 0.020701009641043554 0.10141925802381674 0.010203803773527744 -0.15597781613639616 -0.11219855231047027 0.1183783075894605 -0.12748065885039619 0.027531325629600745 0.0064012600063695912 -0.02293402443764575 0.080206876176355801 -0.12984636279523112 -0.15324177492876759 0.035189842759136204 0.091997339976387829 0.077978609458802084 -0.073754316757635788 0.017385102577231751 0.065187292924681325 -0.021835361395667902
leaf_weight=2.4874430373311034 3.590076243504881 102.89208084903657 6.7082731612026709 2.4683061502873889 187.03779814764857 1.7576113827526567 3.0973127223551273 14.279120609164236 4.4569333121180525 4.9414381086826307 4.4700190424919128 5.8315507695078841 9.2507477924227697 3.4494815021753293 3.9335811827331781 1.1774704679846761 3.9405662268400192 10.428869910538198 7.5994213372468975 4.7253225669264776 9.3543681874871236 4.1471639499068251 5.0137622877955437 7.745068162679674 11.526024296879767 6.8994963765144339 5.0273552611470222 1.7423766050487755 4.2678266353905192 39.17923092097044
leaf_count=91 129 508 39 20 1130 9 52 48 24 49 18 14 33 29 106 9 50 36 29 22 33 23 40 26 28 19 23 26 24 213
internal_value=-0.000309813 0.000503424 0.00105516 -0.00625459 -0.0017991 -0.0772916 -0.0206916 0.00706152 -0.00103963 0.0210366 -0.0413352 0.0027342 0.0454721 -0.0475864 -0.011869 -0.0844538 -0.0484909 0.0278036 0.0138504 -0.0112202 0.0208484 -0.0172457 -0.0900175 0.0495012 0.0579861 0.0223553 -0.00769168 -0.0830652 -0.00167055 -0.00367896
internal_weight=483.426 479.836 477.349 215.313 194.361 7.32323 4.85492 262.036 165.878 96.1574 9.41146 161.421 15.0823 20.9517 10.6419 10.3099 6.86041 86.746 52.7949 33.6695 23.9304 14.576 9.73908 33.951 19.1254 19.6719 12.7724 5.68294 146.339 142.071
internal_count=2900 2771 2680 1470 1211 81 61 1210 816 394 67 792 47 259 145 114 85 327 211 154 92 59 62 116 57 68 49 76 745 721
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 0 1 1 1 2 2 0 1 2 1 1 0 1 0 1 2 2 2 2 2 0 1 1 1 2
split_gain=3.69883 3.72989 3.47809 4.41989 2.11346 2.13413 7.1291 2.27881 1.79642 3.52315 2.73337 4.23549 2.15404 5.24151 2.80432 2.6998 6.0347 3.40039 2.97274 6.63524 5.4946 6.31939 4.39359 3.12336 2.5609 2.30116 13.4469 5.61152 15.1687 3.61007
threshold=0.63514565435000014 0.49703601690000004 46.051945193250006 0.68186581240000022 0.50064369330000014 0.61532588845000014 0.48627286610000009 0.48841352055000004 0.48363821445000005 49.275256100300005 49.49736495185001 0.47648274005000008 0.46613873835000008 41.792045663550006 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44705248345000009 0.55041765215000005 0.42194844465000009 39.995120105550008 41.24714903835001 43.411469133450005 42.297164883650005 33.680680957850008 0.54017843775000018 0.4211999641000001 0.41917906650000009 0.40621538280000008 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 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 8 -7 9 12 -11 -12 14 -14 15 17 -17 18 25 -20 24 -22 23 -23 -21 26 -1 28 -27 -29
right_child=1 2 3 -5 -6 7 -8 -9 -10 10 11 -13 13 -15 -16 16 -18 -19 19 20 21 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.0044947050095108573 -0.15642404788844161 -0.10508972308228207 0.067090423784559913 -0.11157696027010296 -0.06688263687265926 0.002025639228571231 -0.12497001283540479 0.10881936291792171 0.064164708890805569 -0.16514392665616806 0.092471627983296251 -0.07444733543926238 -0.12765554059360626 0.027433671630728459 0.071373906953416777 -0.13269094184492752 0.02973649869762833 0.046154082010689518 -0.13729041360519842 0.023783641619884159 0.084027316925486151 -0.012364480059484206 0.06226618008689077 -0.13223238807831228 -0.10930703178788292 0.077535603374088699 -0.17495470208055985 0.01604454045207462 -0.15521692320208219 0.091062687156953231
leaf_weight=317.22134711407125 2.7385799642652264 3.5807392075657827 4.8988123312592506 1.9301096946001051 4.5155108459293833 4.183008495718239 4.451260805130004 3.8253529239445925 4.6317877769470206 1.9031510688364486 2.0420111864805222 5.9485650639981031 4.1511739455163461 4.5873171985149384 6.0744890049099913 4.5360786858946067 4.6140722054988146 18.397191505879164 4.6340513899922362 1.8812344446778313 8.6475497633218783 4.8682771697640401 3.8444776758551589 3.9274775236845016 6.2457589544355869 6.0397597551345807 4.2314785718917838 12.576918765902521 5.2199485376477242 13.092597700655459
leaf_count=1608 33 160 31 58 116 27 57 17 15 16 6 96 67 24 20 48 25 61 51 23 22 20 14 27 69 20 52 46 39 32
internal_value=-0.000275772 -0.0525828 -0.0252642 0.0165923 0.00119915 0.00186489 0.000961765 0.0530378 0.00220934 0.00156402 -0.0574425 -0.0317908 0.00290672 -0.0462406 0.00391475 0.00293903 -0.050785 0.0041356 0.00216577 -0.0260713 -0.00854961 0.0181549 -0.0269103 -0.0658879 -0.0784992 0.00484848 0.0021325 0.0284899 -0.0303674 0.0543071
internal_weight=479.44 13.1482 10.4097 6.82892 466.292 461.776 453.768 8.00836 449.317 444.685 9.89373 7.99058 434.791 8.73849 426.053 419.978 9.15015 410.828 392.431 34.0488 29.4148 21.2878 12.6402 8.79575 8.12699 358.382 321.453 36.9292 11.2597 25.6695
internal_count=2900 282 249 89 2618 2502 2458 44 2401 2386 118 102 2268 91 2177 2157 73 2084 2023 226 175 83 61 47 92 1797 1660 137 59 78
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 1 2 0 1 2 1 0 0 1 2 1 2 2 1 2 1 0 0 0 0 1 1 1 2
split_gain=3.1702 3.29895 3.25748 2.65143 3.73819 1.79402 2.5902 1.75354 1.92801 6.38639 1.75223 2.36836 1.63902 5.10964 3.01601 1.60091 1.55884 3.01535 2.7272 2.56004 2.32089 1.72591 7.57861 7.47542 5.75761 4.05085 6.72923 2.69179 10.4818 4.65988
threshold=0.63514565435000014 48.315732392000008 48.988717865950008 0.66697104880000013 0.67376725250000014 0.50064369330000014 0.30560462260000004 32.785955158400007 0.61532588845000014 0.48627286610000009 34.542090938800008 0.34503457980000002 0.52428071015000011 0.51700547890000015 0.32710098500000007 33.384956903900012 0.48363821445000005 49.110028829250005 48.852845034800005 0.39745815990000005 49.49736495185001 0.34307356065000005 0.4622167001000001 0.47470135625000004 0.4622167001000001 0.47670728420000003 0.3447651268000001 0.35585760905000008 0.34988473400000003 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 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 -1 12 9 10 11 -9 13 14 -8 -13 17 18 21 20 -19 24 -23 -24 -12 26 -25 28 29 -27
right_child=1 2 3 4 -6 -7 7 8 -10 -11 16 15 -14 -15 -16 -17 -18 19 -20 -21 -22 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.10486505624823179 -0.093521107926099717 0.10179647844852224 -0.16374987553551323 0.18719627527310911 -0.10810880538667422 -0.063079023035097992 0.050583918404403586 0.11281546105259438 0.052492615966449746 -0.12237264373522541 0.0017589637532025766 0.068010925657150931 -0.1186656347466172 0.10536229870257229 -0.14218914255664636 -0.017860051339807646 0.060813081901678903 -0.084180314788528776 0.060397069769024841 -0.11649829043232979 0.029605709219803336 -0.12798024906615499 0.088024248832328289 0.044965535733170282 -0.11157684000911523 0.082704797026194432 -0.11434612249478589 -0.0018382528847783305 0.10585217993948233 0.0013423889040564156
leaf_weight=2.2708316873759022 7.2774887047708017 2.2407642155885696 1.3200119957327845 0.77740077301859833 0.95558428950607777 4.3194741625338784 1.1495836302638038 3.3041470497846595 7.7482684329152098 4.0790292564779511 20.624275699257854 3.4659646041691285 2.1459045801311731 2.1868802234530449 2.7604381125420332 5.8111727833747864 4.4960619919002047 2.9719692841172201 8.1208913922309858 3.7801004089415073 4.5171309802681208 4.3259533867239943 10.572788331657646 4.1874040067195875 5.7270687371492377 7.5612914040684691 7.2279452234506607 225.01251993887126 11.880606278777121 101.95841562002897
leaf_count=91 217 11 14 2 38 116 15 8 36 55 130 16 55 5 44 41 14 18 24 75 34 64 33 13 35 22 59 1174 33 408
internal_value=-0.000282243 -0.0498303 0.0102327 -0.056971 0.0243623 0.00106538 0.00167049 0.00220147 0.00304357 0.00217204 0.00333844 0.0401147 -0.0435027 -0.0170479 -0.085512 0.0142216 0.00224452 0.00161525 0.0030274 -0.0494111 -0.0155491 0.00185998 0.00360856 0.00515374 -0.0228729 0.00270516 -0.0559071 0.00463661 0.0166376 0.00695969
internal_weight=474.777 12.5712 5.29376 3.053 1.73299 462.206 457.887 455.616 447.373 439.625 435.546 12.5813 8.24281 6.0969 3.91002 9.27714 422.964 418.468 407.199 11.2692 7.4891 399.078 372.727 368.401 26.3513 357.828 11.4153 346.413 121.4 109.52
internal_count=2900 282 65 54 40 2618 2502 2411 2292 2256 2201 65 119 64 59 57 2136 2122 1995 127 52 1971 1806 1742 165 1709 72 1637 463 430
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 2 0 2 2 2 2 0 0 1 0 1 2 0 1 2 1 1 0 0 1 1 0 2 0 2
split_gain=2.87364 1.68027 1.66196 2.72991 5.12361 1.52697 2.87219 1.20674 1.10991 4.01526 2.04481 2.34778 2.85282 5.01556 2.41936 2.26695 2.5418 3.57746 2.21253 1.97227 1.92999 5.92732 2.14725 3.0162 6.24303 1.89179 1.69329 1.64769 1.5561 2.13541
threshold=0.52332265500000019 32.785955158400007 0.31810424840000007 0.38185982460000006 0.38573695400000008 51.779769178100004 0.61532588845000014 33.384956903900012 50.065525775750011 49.275256100300005 48.680511450650009 0.63514565435000014 0.61802041855000012 0.47777012665000013 0.43780126340000008 0.33263974130000007 41.558544840500012 0.37395586960000005 0.49703601690000004 48.315732392000008 0.33263974130000007 0.32600820335000008 0.47470135625000004 0.47670728420000003 0.3447651268000001 0.34446573455000007 0.57995269605000022 43.147345722250009 0.59665878265000016 42.508878681700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 9 10 11 12 13 14 15 16 -9 -18 -13 -19 21 -16 25 24 -24 -22 -10 -26 -15 -30
right_child=-2 5 3 4 -6 6 -8 8 26 -11 -12 18 -14 28 20 -17 17 19 -20 -21 22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.080176659687302643 -0.068236828229519916 0.056195897047597046 -0.1397653914337546 0.13231801566585563 -0.092499459114988511 -0.1124043986426629 0.048128566552369099 0.026507513619155411 0.088150698041839837 -0.082447189390028278 0.038588275682154796 -0.14984144387566883 0.07348934293765845 -0.13484553145389414 0.043800621531354944 -0.11790036277943874 0.087358004076232315 -0.11984011152477772 0.0038497565911695571 0.017664449060077005 0.060678193499470401 -0.14731365678923078 0.042091684741003964 0.004379666969318444 -0.14283498939676453 -0.0025958447800699448 -0.0073260667350167775 -0.03991733497012305 -0.1209898056717172 0.025230650892991535
leaf_weight=0.9437834918498974 6.1395536344498387 4.0756583213806143 2.7240773402154446 1.573590815067291 2.8491486357524991 3.0889521967619649 1.7436226215213535 6.6001220792531985 3.6725502349436274 5.7067723199725142 14.74210838973522 2.0022926256060596 5.4191136993467799 3.1612786166369906 3.2887589186429969 2.7629398927092543 1.3802775498479603 4.9024831186980009 1.7600317373871801 1.3250476866960523 12.310399219393732 3.2036663666367531 4.6502911671996099 347.9379661269486 4.5600328221917152 7.6687924638390532 3.7585818991065025 2.3610161691904068 1.8285185322165487 2.2009851299226284
leaf_count=9 239 22 49 3 79 81 10 42 22 42 51 22 37 40 12 52 20 111 27 5 37 29 15 1649 43 50 24 16 43 19
internal_value=-0.000270353 0.000628573 -0.0445446 -0.0610149 -0.0125104 0.00142986 -0.0544831 0.00202861 0.00153495 0.000887354 0.00198297 0.000696046 0.00140802 0.000455628 0.00193288 -0.0350205 -0.0189033 -0.0582993 -0.077944 -0.0905829 0.00355765 -0.0505041 0.00448256 0.00270929 -0.0475173 0.0363912 0.0398596 -0.107726 -0.0823254 -0.0411216
internal_weight=470.342 464.203 8.0906 7.14682 4.42274 456.112 4.83257 451.28 447.204 439.773 434.066 419.324 415.562 410.143 402.952 16.9709 14.2079 7.60781 3.76232 6.22753 385.981 6.49243 379.488 359.509 11.5713 19.9792 7.43113 6.92105 7.19078 4.0295
internal_count=2900 2661 140 131 82 2521 91 2430 2408 2362 2320 2269 2220 2183 2081 230 178 136 49 116 1851 41 1810 1723 74 87 46 59 102 62
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 0 2 2 0 2 2 0 0 1 1 1 1 2 0 1 1 0 0 0 1 1 0 1 2 2
split_gain=2.46843 1.48295 1.7921 4.66213 1.31747 2.5759 1.19875 3.31597 1.11768 4.55116 5.23986 2.42508 2.53582 1.73932 1.37392 6.14977 1.56731 4.44448 3.60759 4.01425 3.52834 3.37852 3.20267 6.20075 6.18584 3.02041 5.07001 4.79592 3.72746 3.33597
threshold=0.52332265500000019 31.796797363700005 0.52029879345000019 0.52428071015000011 51.779769178100004 0.61532588845000014 48.315732392000008 48.461603274950008 0.39672464895000009 49.110028829250005 44.921040431000009 0.41155953415000007 0.42314601355000009 0.31123319660000009 0.32272985840000007 0.33263974130000007 0.34491482290000003 37.858673296900008 0.47694679800000012 0.35675578575000005 0.34518427590000006 0.4622167001000001 0.47778509625000004 0.47886290830000006 0.34608245260000009 0.35585760905000008 0.49320379630000005 0.34988473400000003 42.526729949000007 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 -2 -8 9 10 -3 -10 13 -13 -14 -16 17 -17 19 20 -18 -21 -20 24 -24 27 28 29 -27 -25
right_child=6 4 3 -5 5 -7 7 -9 11 -11 -12 12 14 -15 15 16 18 -19 22 21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.11902421730412005 -0.10345710747681301 -0.10928401795803672 0.12835280095312818 -0.11395340876790123 -0.11130323066379465 0.043562558733542679 0.1278100603702248 -0.10945944778773689 0.07840527667558006 -0.19289423161908942 0.061349405259526459 0.0099944869387579485 0.041573931223484656 -0.12332206101439656 -0.11003809018080034 0.10184602474143185 -0.0053625194410769662 0.0079861251413827546 0.044185097517603439 -0.05620966976995824 -0.13321627497821967 0.084961158869166428 -0.13633221022492922 0.043092290049379166 0.03088468266614617 -0.16865127512131406 0.00027415554273237596 0.086426082794222148 -0.010038599168787198 -0.0056291186464425885
leaf_weight=2.2759293504059306 3.3874532850459209 2.8597201667726022 1.4655390977859499 1.7330916663631795 2.8212404754012814 1.7342557273805139 1.0038833171129229 1.4252767618745563 4.1606831513345233 1.4883406758308408 4.8549631461501122 1.5308725610375393 8.7944189161062223 2.712723022326827 4.8741607740521422 5.8989500105381003 3.3573660254478472 34.849612191319466 17.943127483129501 3.439174471423029 6.0444326214492321 3.3432193025946617 6.3257992044091207 21.375913709402084 3.4020355269312859 3.1134842932224265 257.0426893606782 9.7649311982095224 2.8268328662961721 41.025105200707912
leaf_count=50 187 98 3 67 81 10 4 48 26 10 20 12 33 42 40 15 17 134 64 43 65 16 42 72 13 21 1455 32 19 161
internal_value=-0.000276686 0.000540022 -0.0511961 -0.00293427 0.00116171 -0.0523466 -0.0650137 -0.0114046 0.00170216 -0.0327898 -0.00190191 0.00242061 0.00169826 -0.0752283 0.00245144 0.00164118 0.002938 0.0215737 0.000934379 -0.0452597 -0.0875599 0.0133771 0.00299494 0.000851917 -0.0778528 0.00313635 -0.00183662 0.0212586 -0.0931719 0.0110607
internal_weight=466.875 461.059 5.47456 3.19863 455.584 4.5555 5.81661 2.42916 451.029 9.20302 7.71468 441.826 437.665 4.2436 433.421 424.627 419.753 40.7486 379.004 16.1842 9.4018 6.78239 362.82 344.877 9.72783 335.149 262.983 72.166 5.94032 62.401
internal_count=2900 2661 120 70 2541 91 239 52 2450 128 118 2322 2296 54 2242 2209 2169 149 2020 141 82 59 1879 1815 55 1760 1495 265 40 233
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 0 2 2 0 2 2 0 0 1 2 2 2 1 1 0 1 2 2 2 0 0 1 0 2 2
split_gain=2.18071 1.31806 1.59812 4.1398 1.14149 2.31581 1.12486 2.78588 0.942954 3.74102 4.54837 1.94516 2.17535 1.60658 1.15305 3.50059 3.81512 3.79546 1.90282 1.78871 1.49865 3.2537 1.08827 7.18968 3.01379 4.04639 3.34043 3.05278 7.10666 3.56424
threshold=0.52332265500000019 31.796797363700005 0.52029879345000019 0.52428071015000011 51.779769178100004 0.61532588845000014 48.315732392000008 48.461603274950008 0.39672464895000009 49.110028829250005 44.921040431000009 0.41155953415000007 0.42314601355000009 0.31123319660000009 50.065525775750011 48.988717865950008 48.852845034800005 0.44805544745000009 0.49994012155000006 0.57995269605000022 0.50525433370000017 45.027406014450008 42.718072821900002 43.19689381845 0.47727612945000003 0.48041974790000003 0.34521421515000011 0.58859016195000013 44.215931556700006 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 -2 -8 9 10 -3 -10 13 -13 15 16 18 -17 22 -16 -20 -22 -14 -24 26 -26 -25 28 -27 -30
right_child=6 4 3 -5 5 -7 7 -9 11 -11 -12 12 14 -15 19 17 -18 -19 20 -21 21 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-0.11735686991836113 -0.10311985461501816 -0.10841199351093134 0.12496958655596045 -0.11298824185572652 -0.1103012799775003 0.039417716336336034 0.1112918580640101 -0.10854725180403135 0.06996959257815788 -0.17695580865402957 0.055451385060269587 0.008969304211614515 0.0051205915981118941 -0.12101121227954058 0.092213606849712512 -0.15280355671176254 0.081053540712133512 0.008459069886750395 -0.13275999706607872 -0.006624739867211695 -0.1048442898539883 0.14260921586241879 -0.053493403220894145 0.012331848093173371 0.075465250783105453 0.028690440325504163 -0.096358131032515768 0.054838447216247893 -0.15484238557177218 -0.03345079530262688
leaf_weight=2.0871096495538941 3.0746080102398983 2.6073334440588933 1.3601098060607912 1.5808830885216592 2.5747700445353976 1.7254387121647594 1.0357093065977099 1.2999281436204908 4.1941320635378352 1.4613915085792539 4.8352586254477501 1.5350326150655735 305.92882825247943 2.4990366622805595 3.5721623077988616 3.0366578251123419 6.1108412295579901 2.810029711574316 1.8565242234617461 3.7565017715096474 1.4090325245633724 0.85305805131793011 24.92400611564517 5.9509192705154401 9.8906887471675855 26.204707270488143 5.3876090385019779 10.433546409010885 2.8396461866796043 16.318097436800599
leaf_count=50 187 98 3 67 81 10 4 48 26 10 20 12 1481 42 21 31 17 13 29 24 59 4 154 30 26 113 44 38 30 128
internal_value=-0.000262138 0.000483853 -0.0504336 -0.00294079 0.00104937 -0.0502272 -0.063378 -0.0110623 0.0015411 -0.0306768 -0.00195422 0.0021938 0.0015408 -0.0715514 0.00222448 0.00154466 0.0026192 -0.0752977 0.00145584 0.0415514 -0.0661745 -0.011527 0.00213875 -0.00680915 0.00829705 0.0165153 -0.0393132 0.00606555 -0.00515242 -0.051444
internal_weight=463.154 457.743 5.0281 2.94099 452.715 4.30021 5.41025 2.33564 448.415 8.90398 7.44259 439.511 435.317 4.03407 431.283 423.954 418.108 5.84669 411.997 7.32866 4.11861 2.26209 407.878 101.949 77.0252 65.6867 11.3385 55.796 45.3625 19.1577
internal_count=2900 2661 120 70 2541 91 239 52 2450 128 118 2322 2296 54 2242 2197 2153 44 2136 45 92 63 2044 563 409 335 74 309 271 158
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 0 2 2 1 0 0 2 1 1 0 1 0 2 0 0 2 2 2 1 0 1 2 2 1
split_gain=2.00673 1.67128 1.9605 2.5224 1.23269 3.86706 1.0492 2.91902 4.43545 2.19673 2.13943 3.19499 1.91506 1.64715 5.28155 1.71321 1.48932 2.84311 4.22775 2.65008 5.08838 4.87261 2.48447 2.47925 2.45968 4.29586 3.95041 2.76862 3.35806 3.41402
threshold=0.63075955810000017 0.47777012665000013 0.48250052395000009 46.051945193250006 0.65954612140000013 0.68186581240000022 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32272985840000007 0.33672644530000007 0.45612406815000006 0.34491482290000003 0.47694679800000012 43.968221017800005 0.47778509625000004 0.47886290830000006 40.621691032550004 37.858673296900008 42.508878681700004 0.35585760905000008 0.49320379630000005 0.34988473400000003 41.322103772800006 43.279086095950007 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=6 -2 -3 -4 -5 -6 7 8 -1 -8 11 -11 -13 -12 15 -15 22 18 -18 -19 21 -21 -16 -24 26 -26 27 -22 29 -29
right_child=1 2 3 4 5 -7 9 -9 -10 10 13 12 -14 14 16 -17 17 19 -20 20 24 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10718123482789794 -0.13950604222764537 0.11221159363587546 -0.11019126042250589 -0.060561515933241661 0.086944850380752559 -0.11134671675381436 0.074569502184320957 -0.16474137287690868 0.050152384980206681 0.046622225255771872 0.05230510355594619 -0.011657841245394087 -0.14730531230726232 -0.041314980154735143 0.085224957912601373 -0.14589056237903072 -0.070460242225760722 0.040050950353669158 0.051167048466561331 0.0091555382854999982 0.039430281987938486 -0.13355225599926651 -0.0074027661178568561 0.050795161053301813 -0.084628109947122068 -0.00010179024359139062 0.079391955555530677 -0.061536458166969392 0.049996934334223739 0.0053572316856656263
leaf_weight=2.8546207547187787 1.4689186578616489 0.93932562321424384 3.3522202251479012 2.5757460128515959 3.1896047666668892 1.421942491084337 4.0826993994414797 1.4150818735361097 4.8127329498529434 2.1269754339009515 6.3506854251027098 1.5739430356770752 3.0724895093590021 3.372392062097787 5.213706247508525 2.9255896210670471 11.904302973300217 17.644791424274445 3.7607586756348601 4.2590167671442014 20.783672414720058 5.4596199616789818 23.073473587632179 10.721071533858774 6.1579227950423947 254.8726155795157 9.3681247234344465 12.341485276818274 8.6406750306487066 19.982856333255768
leaf_count=116 21 3 183 21 18 58 26 10 20 18 23 17 47 25 16 26 130 64 16 15 72 40 91 36 41 1553 33 62 26 73
internal_value=-0.000262854 -0.0390728 -0.0262206 -0.0385583 -0.00514797 0.0258029 0.000861887 -0.0327791 -0.00842425 0.00155997 0.000872533 -0.0548879 -0.101356 0.0017574 0.000993957 -0.0898933 0.00237597 0.000442401 -0.0412608 0.00225955 0.000309012 -0.0710131 0.0209727 0.0110601 0.0023959 -0.00209583 0.0188826 0.00970247 -0.00537999 -0.0201829
internal_weight=459.719 12.9478 11.4788 10.5395 7.18729 4.61155 446.771 9.08244 7.66735 437.689 433.606 6.77341 4.64643 426.833 420.482 6.29798 414.184 375.176 15.6651 359.511 341.866 9.71864 39.0083 33.7945 332.147 261.031 71.1168 61.7487 40.965 32.3243
internal_count=2900 304 283 280 97 76 2596 146 136 2450 2424 82 64 2342 2319 51 2268 2125 146 1979 1915 55 143 127 1860 1594 266 233 161 135
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 2 2 2 1 2 2 2 1 0 0 0 0 1 0 0 2 2 1 2 1 1 2 0 0 0
split_gain=1.74667 1.1519 2.43752 2.14858 3.47331 1.01738 2.17623 0.974974 2.12104 0.963073 2.84175 1.9909 1.76856 5.42595 3.30498 4.3537 2.15777 4.08358 1.76568 5.64717 4.68357 5.33083 7.01336 4.92439 3.90515 3.79808 2.95281 4.18996 5.28915 7.38968
threshold=0.52332265500000019 32.785955158400007 0.31308942845000004 0.38185982460000006 0.38573695400000008 48.315732392000008 48.461603274950008 51.779769178100004 0.49901200560000009 33.384956903900012 33.96174662340001 34.542090938800008 0.34307356065000005 0.4622167001000001 0.45006137540000007 0.47470135625000004 0.47670728420000003 0.3447651268000001 0.50579323975000012 0.50356276755000018 38.592454371550012 40.12915366295001 0.34554354660000003 40.496232821400007 0.37668033890000002 0.36000419150000007 38.703421923500009 0.52772372085000019 0.52937037810000021 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -11 -12 13 -13 -14 -16 17 -17 19 20 -18 22 -22 -23 25 -20 27 -26 -29 -30
right_child=5 7 3 4 -6 6 -8 8 -10 10 11 12 14 -15 15 16 18 -19 24 -21 21 23 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.14669046127978311 -0.1026933092538084 0.050511689189987358 -0.13465423217870018 0.12206414809387406 -0.083342391970574081 0.093454514249473875 -0.10730612157069593 -0.11055519925433571 0.035398528423607099 -0.1163399328938975 0.056466282816328997 -0.0026673997292409393 -0.12131714613675126 -0.10802422498158477 0.062674141354339616 0.033941218560404281 0.055500361440661165 -0.096181974311300475 0.03115797119863551 0.084799711160242264 -0.0053418784395302191 0.072056204234859991 -0.15209559378457327 -0.00024753868863445268 -0.076800962481737539 -0.094991272085869091 0.0056914420871844998 0.10673569932637435 -0.16573497234330298 0.00074210388698477928
leaf_weight=0.62674194574355979 2.5974686508998266 3.9653568044304839 2.3695428753271699 1.2585576474666598 2.3798991432413459 1.0495102703571322 1.112067127600312 2.3144667735323301 1.7474080258980391 2.0539921205490819 6.5053714644163838 27.625248377211392 2.1406311672180882 5.9391257315874091 11.963948484510182 4.0115105882287008 16.772763192653656 6.0476132407784462 3.3333327248692504 9.703850254416464 8.945217199623583 10.410328622907398 5.1206195801496497 98.974422687664628 11.10856895893812 8.4039756506681424 171.26210108213127 3.7301150709390667 3.0814753249287632 19.792179205454886
leaf_count=1 187 22 57 3 79 4 48 73 18 23 34 248 49 40 49 13 54 59 13 35 35 35 33 434 72 70 894 14 25 179
internal_value=-0.000249339 0.000385766 -0.0409743 -0.0605511 -0.0122914 -0.0605148 -0.00983085 0.00100249 -0.0477663 0.00145179 0.00100654 0.00156079 0.000726975 -0.02131 0.00260046 0.00327601 0.00140934 -0.0442897 0.00264961 0.011024 0.00591852 -0.000817972 -0.0587671 0.00663373 -0.00303903 -0.0591656 0.00011339 -0.0252181 -0.00367933 -0.0216852
internal_weight=456.347 451.588 6.63474 6.008 3.63846 4.75905 2.16158 444.954 4.06187 440.892 436.926 434.872 428.367 33.5644 394.803 392.662 380.698 10.0591 370.639 149.927 140.223 123.451 14.0658 109.385 220.712 11.7373 208.974 37.7123 26.6038 22.8737
internal_count=2900 2661 140 139 82 239 52 2521 91 2430 2408 2385 2351 288 2063 2014 1965 72 1893 626 591 537 68 469 1267 83 1184 290 218 204
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 1 0 1 1 1 2 2 2 1 2 1 1 2 1 0 1 2 2 2 2 2 2 2 0
split_gain=1.61677 1.52446 1.65093 1.45813 2.69785 1.36074 2.39085 0.971859 6.37118 2.66953 1.23817 1.65849 1.99752 3.36783 1.5917 4.44547 2.27871 2.39923 5.4493 2.69388 2.4645 5.82111 4.54698 5.25978 4.26139 2.74834 2.36772 2.27184 5.10698 1.91628
threshold=0.63075955810000017 0.47777012665000013 0.68186581240000022 48.315732392000008 0.48250052395000009 0.65954612140000013 0.50140714350000015 0.61532588845000014 0.48627286610000009 0.48841352055000004 0.48363821445000005 49.275256100300005 49.49736495185001 50.448116877400004 0.46613873835000008 41.792045663550006 0.46208197360000008 0.45393850480000009 42.406961525800007 0.44705248345000009 0.55041765215000005 0.42194844465000009 39.995120105550008 41.24714903835001 43.509905336500005 42.297164883650005 38.592454371550012 42.406961525800007 39.468990633150007 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -7 8 10 -9 11 14 -13 -14 16 -16 17 19 -19 20 29 -22 26 -24 25 -25 -23 28 -21 -1
right_child=1 2 -4 -5 5 6 -8 9 -10 -11 -12 12 13 -15 15 -17 -18 18 -20 27 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010185480983646226 -0.13549085586887749 0.12009170111819506 -0.10745970686109169 0.041211426262942601 -0.12574289899255722 0.10294705025198142 -0.12384039278289004 -0.037877741179124992 -0.1138302822402275 0.081190300105450391 0.054540545310932054 -0.14466889096774349 0.033737427366858218 -0.11266697951887122 -0.12464987015252034 0.024184145716939089 0.063905056682180508 -0.12746283125182967 0.029835952188078236 0.072855833530822853 -0.13431025563476398 -0.037850967693045162 0.076514793792973143 -0.01248279940202373 0.065254215696950182 -0.12416003760339914 -0.15809743219071495 0.084160717681092428 -0.065754797123033615 0.025429683303857715
leaf_weight=305.7024504551664 1.3722788393497456 0.86325582861900141 1.9264716524630774 3.8246868997812271 2.2932686442509294 0.92822715640068032 0.93118028528988361 3.0596271585673085 4.8509410796686998 4.8962464714422822 4.3434303477406493 1.5753678902983645 4.3074370361864567 2.4735030885785818 3.6165815154090506 4.5087430998682976 5.9813675731420508 4.4653997737914306 4.3456970900297165 6.0176997520029563 4.247663101181387 5.3957986962050226 8.4089882820844668 4.8674207031726819 3.651947394013404 4.0266272351145744 2.3510010540485382 7.2051614075899115 4.7611739784479141 35.937884982675314
leaf_count=1660 21 2 129 22 84 3 43 23 127 45 15 16 27 75 67 24 20 55 18 20 51 73 22 20 13 28 19 19 22 137
internal_value=-0.000225433 -0.0362276 -0.0235764 -0.00529726 -0.0407605 -0.0741984 -0.0106268 0.0007656 0.0001293 0.0353998 0.00142034 0.000875982 -0.0432328 -0.0196669 0.00176309 -0.0420619 0.00263722 0.00172422 -0.0498819 0.00288249 0.00106742 -0.025051 -0.00888139 0.0153191 -0.0256975 -0.0630427 -0.0743434 0.0406886 0.0116296 0.00358641
internal_weight=453.138 12.1394 10.7671 8.84062 5.01593 4.15268 1.85941 440.998 433.042 7.95587 428.191 423.848 8.35631 6.78094 415.492 8.12532 407.366 401.385 8.8111 392.574 374.59 32.9494 28.7018 20.955 12.546 8.89405 7.7468 17.984 10.7789 341.64
internal_count=2900 304 283 154 132 130 46 2596 2528 68 2401 2386 118 102 2268 91 2177 2157 73 2084 2023 226 175 83 61 48 92 61 42 1797
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 1 1 0 1 2 2 1 1 0 0 2 2 1 1 2 2 2 1 2 0 1 2 1 1
split_gain=1.43338 5.08804 3.58324 3.07515 3.07332 2.84795 2.34004 2.58371 2.01412 3.118 2.02313 3.46712 1.77663 1.33352 1.73831 2.68207 1.87187 1.8222 1.31998 4.39307 1.10433 3.24226 3.21442 5.75632 4.0315 2.97876 2.26984 7.98161 5.62417 3.472
threshold=0.5810754169000002 41.792045663550006 0.62143349005000015 49.275256100300005 0.62406814170000013 40.742467179200005 0.49901200560000009 0.50525433370000017 0.63075955810000017 0.49703601690000004 44.710446918150005 42.654057868200006 0.30560462260000004 0.31063441215000004 0.42646926740000007 0.41155953415000007 48.919835655300012 35.818873074050011 0.32272985840000007 0.33263974130000007 49.842240509300005 50.448116877400004 45.90502654165001 0.40259273675000007 47.833738492450003 0.57811143375000007 0.45206730335000006 39.468990633150007 0.44286099220000008 0.46419268885000003
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -6 -5 -8 10 -10 11 -3 -1 -14 15 16 -15 -17 -16 -20 22 -22 26 24 -24 -23 28 -28 -21 -29
right_child=1 3 4 6 5 -7 7 -9 9 -11 -12 -13 13 14 18 17 -18 -19 19 20 21 25 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.1039481712875619 -0.12361580843395303 0.058202627030728774 0.14500412518695169 -0.13111626784202637 -0.11221034813606086 0.087832059742039198 0.053292496760931 -0.11726719454050057 -0.15309687460934499 0.01121070823376992 0.069206364369064979 -0.073873267774085927 0.050708341605960543 0.042231988426875144 0.048041091202946098 -0.009069466352154984 -0.059100799680773058 -0.14305810224060644 -0.096418834307095067 0.0031749839749526756 0.11795390110388322 -0.11164439595730558 -0.083187888701923826 -0.14506053099819313 0.034701598734679255 0.068345590440799811 0.030543613836681284 -0.17686159752138708 0.066661021309512458 -0.037627857029495872
leaf_weight=1.5897893393412221 6.5150134293362481 4.5747498869896024 1.0225785793736575 2.6087679844349614 2.3916943306103353 1.0131684234365819 2.4545678496360783 1.3917454183101652 1.5250464379787434 4.7590759452432394 9.2990003041923028 3.514493191614747 5.5377331860363475 4.416826871223746 6.2500102669000617 1.5439947536215184 3.1041093021631241 2.9623889476060867 4.508379064500331 324.64116425253451 3.1127469055354586 1.8201653659343722 4.524706024676564 4.0178093444555989 8.0824348963797075 1.8581195250153539 8.9472139030694979 3.7852671891450873 14.58082280680537 3.3993739597499371
leaf_count=91 154 35 8 39 145 23 9 58 12 87 29 39 36 46 23 17 15 49 41 1573 13 64 47 40 36 8 58 33 49 23
internal_value=-0.000230488 -0.0180389 -0.0764421 0.00317352 -0.00702574 -0.0526847 -0.0580082 -0.00842262 0.0198568 -0.0286639 0.0373922 0.00082027 0.00155913 0.00197116 0.00129904 -0.0361445 0.000408997 -0.0971504 0.00245517 0.00171182 0.00287983 0.0428423 0.00215026 -0.0408274 -0.00760897 -0.0207208 0.00416093 -0.0324885 0.00590381 -0.110984
internal_weight=449.753 41.0699 10.9425 30.1274 4.42744 3.40486 6.45508 3.84631 23.6724 6.28412 17.3882 8.08924 408.683 407.093 401.556 12.0273 7.52094 4.50638 389.528 383.278 378.77 6.79103 371.979 16.625 12.6071 3.67828 355.354 16.1319 339.222 7.18464
internal_count=2900 638 330 308 176 168 106 67 202 99 103 74 2262 2171 2135 127 61 66 2008 1985 1944 85 1859 123 83 72 1736 114 1622 56
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 0 0 2 2 1 1 0 2 0 0 1 1 1 1 1 2 0 1 2 0 2 2 1 1
split_gain=1.29148 5.10106 2.37815 2.21578 5.04052 1.87584 4.00465 2.52681 2.34976 4.67216 2.12261 1.48586 4.3333 1.36828 6.05764 6.76019 8.42731 3.58841 2.7265 6.76451 2.39462 1.99473 1.48642 5.93359 4.93353 4.65234 4.43614 7.72313 7.10136 3.1461
threshold=0.57600071855000012 44.710446918150005 45.673096293200011 0.61802041855000012 0.6461932277500001 0.49242537650000007 0.61802041855000012 0.59879943715000017 42.686561923500008 41.792045663550006 0.44705248345000009 0.48627286610000009 0.61299062905000012 42.599563320500003 0.55754318735000019 0.55335169605000012 0.42552618185000007 0.41367024935000007 0.39167988980000007 0.3982365797500001 0.44805544745000009 42.541806567400009 0.48543456785000005 0.35877668335000007 42.178283198950005 0.47760546090000006 41.840895355800008 41.395309858300003 0.42019700010000005 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 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 5 -3 11 -5 6 7 8 9 10 -2 -4 -13 21 15 16 17 18 -15 -20 -16 22 24 -24 29 -26 27 -25 -28 -1
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12 12 -14 14 20 -17 -18 -19 19 -21 -22 -23 23 26 25 -27 28 -29 -30 -31
leaf_value=0.0058194278670914111 0.01955197473032835 0.098565607802182986 0.054451124371226789 -0.18654467473042124 0.0050708050239761833 -0.10703722456823622 0.055087036513776638 -0.13707810079471408 -0.13794685354386196 0.058838447133684184 -0.12665158751886466 -0.11772200154102562 0.097991087846558883 -0.00041634771800456581 -0.14693255704475375 0.12425765434977112 -0.15139998001690033 0.062013042564271453 -0.13794110517290764 0.01430562252718571 -0.020283893183899865 0.065221779272081476 0.06135573978775543 0.0025907208307986533 -0.015257542190092958 -0.16511263872345236 -0.014320098068907201 -0.10015769041894261 0.10494594086531805 -0.072468588241238127
leaf_weight=86.319500532001257 1.4019138049334339 3.0808321591466692 8.4599593095481413 1.7494438625872115 6.3769055651500821 4.5719263930805019 3.8558585471473625 3.2613111045211545 1.9070731922984112 4.3728460259735584 3.4045366663485765 2.078239848837256 1.6873376779258249 81.75408885255456 4.1572611890733233 4.0829339362680903 3.8864801777526727 8.2136229593306762 5.1506249550729972 6.7337515810504556 2.3294506892561913 5.4539043754339209 19.72678828984499 130.72520498000085 4.9090511798858625 3.5843845419585705 9.673096217215063 7.7491360381245604 10.317200198769568 5.4576839637011281
leaf_count=433 19 10 41 17 94 279 39 45 18 18 70 34 10 488 52 18 74 33 61 41 12 18 75 637 42 30 58 52 27 55
internal_value=-0.000241161 -0.0160703 0.0166858 0.00429102 -0.0361803 -0.0497718 -0.0353892 -0.0597042 -0.0369429 -0.0159586 -0.0840079 0.0311924 -0.021062 0.00158641 -0.00754894 -0.00200249 -0.00687783 -0.00136314 -0.00692227 -0.0516773 -0.101452 0.00532877 0.00415572 0.00963636 -0.00558397 -0.0784991 0.00319797 -0.00315916 0.0472343 0.0011639
internal_weight=446.432 46.2082 23.4327 20.3519 8.12635 22.7755 18.2035 14.3477 11.0864 9.1793 4.80645 12.2255 3.76558 400.224 116.308 109.822 105.739 101.852 93.6385 11.8844 6.48671 283.916 278.462 178.191 100.271 8.49344 158.465 138.474 19.9903 91.7772
internal_count=2900 694 206 196 111 488 209 170 125 107 89 85 44 2206 779 715 697 623 590 102 64 1427 1409 849 560 72 774 689 85 488
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 0 2 0 1 0 2 1 2 2 2 2 2 1 0 1 2 2 2 1 0 0 1 0 2
split_gain=1.09944 4.35169 2.04206 1.97176 4.31582 1.81229 3.37072 2.29789 1.76054 1.26475 4.00237 1.19549 6.47183 4.68396 2.11363 1.50943 1.45726 4.39267 2.63166 2.23932 2.13015 1.93469 1.64437 3.10082 3.79315 6.33796 7.83675 3.39106 3.23233 4.42165
threshold=0.57600071855000012 44.710446918150005 45.445415294500002 0.61802041855000012 0.6461932277500001 0.49242537650000007 0.61802041855000012 40.823855932350007 0.58859016195000013 0.48627286610000009 0.61532588845000014 45.90502654165001 0.40259273675000007 47.833738492450003 48.988717865950008 49.49736495185001 44.758188263300006 44.421469061800003 0.41640968835000008 0.41932876265000008 0.35759408400000009 43.874475754150005 42.599563320500003 43.19689381845 0.34632196640000007 0.50356276755000018 0.52511900840000014 0.34581299960000006 0.47778509625000004 43.542456167850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 5 -3 9 -5 6 7 -2 -9 -4 -11 16 13 -13 -15 -16 17 19 20 -1 -18 22 -21 24 27 -26 -27 -24 -25 -30
right_child=1 2 3 4 -6 -7 -8 8 -10 10 -12 12 -14 14 15 -17 18 -19 -20 21 -22 -23 23 28 25 26 -28 -29 29 -31
leaf_value=-0.061254962111313885 -0.11767078611387496 0.10603941947911096 0.050185725052285662 -0.17610190370127257 0.0043424570838798467 -0.10644975187992119 0.048754636050914534 0.003957154974769719 -0.085092791144174215 -0.11545461637427695 0.098767197751745014 -0.083894960444770197 -0.13052127233211344 0.048824009634887651 -0.062937273448893577 0.022620144802336928 0.055443490762757175 -0.10342125476469449 0.10844762544726305 0.0055477958861642231 -0.059784864729320202 0.037996317329404956 -0.029175625516723237 -0.067125143232398043 -0.18565636612481043 0.073317988483568949 -0.10134848184700498 0.071276943197631629 0.065771122820254185 -0.040057108015901802
leaf_weight=5.3235267316922537 4.2346156528219643 2.2407506620511439 9.0184268299490231 1.6718689352273921 6.3977616606280208 4.1585209122858933 3.9175035627558819 5.9785183332860452 3.5315968953073025 1.9654643367975944 1.5678644925355909 5.1627055611461463 4.3514634575694791 12.353570107370617 3.7906935475766641 4.5217824075371027 3.4667382882907969 3.9133304795250288 3.641097255051136 278.14631911925972 2.9863072838634253 16.05816163867712 12.303894702345138 3.9497806504368809 3.6384950196370474 4.2189303431659919 6.5671942383050919 4.6233616843819609 12.596218047663571 5.7503859363496295
leaf_count=170 107 7 43 17 95 279 39 32 31 38 6 61 80 42 23 40 22 39 16 1317 30 66 78 33 30 16 48 17 42 36
internal_value=-0.000241548 -0.0151137 0.0153747 0.00552294 -0.0330421 -0.0470572 -0.0330734 -0.0563959 -0.0291117 0.0303167 -0.0203967 0.0014308 -0.0177012 0.00130604 0.0225906 -0.0163961 0.00300333 0.00194414 0.040473 0.00311163 0.0021187 0.0040967 0.00245603 -0.0135736 -0.0338479 -0.0715278 -0.0330287 -0.0017389 0.0149349 0.0326013
internal_weight=442.047 44.6829 22.8621 20.6214 8.06963 21.8208 17.6622 13.7447 9.51012 12.5518 3.53333 397.364 30.1802 25.8288 20.666 8.31248 367.184 357.09 10.0941 353.176 6.45305 347.853 331.795 53.6483 31.3519 14.4246 10.7861 16.9273 22.2964 18.3466
internal_count=2900 694 206 199 112 488 209 170 63 87 44 2206 246 166 105 63 1960 1892 68 1853 52 1683 1617 300 189 94 64 95 111 78
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 1 1 0 2 1 2 1 1 0 2 2 0 0 1 0 1 1 2 2 1 0 2 0 2
split_gain=1.0173 2.23355 2.19771 1.16405 2.18471 0.885623 1.61532 2.08757 2.84248 0.962604 0.909207 4.72593 3.80955 2.93053 3.95336 2.54853 4.0723 2.3085 3.53806 2.08407 2.07346 2.14839 1.66718 3.6981 2.31181 2.13817 5.16674 2.99359 2.98401 12.522
threshold=0.64899254515000016 0.65954612140000013 0.68186581240000022 48.315732392000008 0.66294422320000013 32.785955158400007 0.31728091975000011 0.38185982460000006 0.53136133645000017 33.384956903900012 0.38906020780000011 36.372781240150012 0.39024280710000009 0.38733870245000007 0.51700547890000015 34.997818021800008 34.394321486900004 0.48607826115000008 0.48368312325000012 0.3621298763500001 0.48181192180000004 0.3453339720000001 0.35877668335000007 41.919251152600005 43.124157941850008 0.37982395740000008 0.5089817670000002 39.945535567850008 0.50300889195000009 38.703421923500009
decision_type=2 2 2 2 2 2 2 2 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 -1 -8 -9 -7 13 15 -13 14 17 16 -12 18 19 20 -11 -22 23 -19 -25 26 28 -28 29 -24
right_child=1 2 -4 -5 -6 9 7 8 -10 10 11 12 -14 -15 -16 -17 -18 22 -20 -21 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.11111394748219686 -0.1415064286013033 0.079895149914448405 -0.10712030063295203 0.086196483215937772 -0.13372200135109724 0.051208728795135453 -0.13455240111464106 0.076901886457203222 -0.1132162229031569 -0.0040920664719721897 -0.13747847187548087 -0.1013387558861228 0.0009123651185052894 0.066196724586241193 -0.063503421414558059 -0.13082698172002807 0.060223056844739657 0.081876854739340532 -0.070089845734548628 0.074224579780481179 0.08105407001662833 0.0021055785381816948 0.038211006822255415 -0.026839954219281315 0.049435456182957221 0.061920118472079101 -0.010173431385922296 -0.1521493796633247 0.05418431912442008 -0.17669889436607009
leaf_weight=0.64679121598601241 1.6063652373850335 0.99481211462989472 1.5766517096199093 1.995118726044893 0.92294169636443257 3.7719887830317012 2.0713885454460979 1.8098289482295515 1.3907044073566792 129.60739292111248 1.7872260408475975 3.7223677188158026 172.32450138218701 7.471664421260356 8.7148355506360513 4.3584360172972083 2.4982980834320188 11.811333257704975 7.176525153219699 3.8702635262161484 6.0909005403518659 7.9403390511870384 11.24703522026539 8.6717928498983401 7.3343002870678893 6.0367120504379264 2.7501199394464484 3.2286863029003143 11.564001962542532 3.5723379626870146
leaf_count=4 51 8 129 10 42 20 54 7 67 757 28 20 1146 22 62 65 18 48 35 23 17 30 38 35 25 19 14 35 47 24
internal_value=-0.000235961 -0.0377919 -0.00744256 0.0327216 -0.0229106 0.000381679 -0.0380343 -0.0563327 -0.00570875 0.000915981 0.000466211 -0.00479422 -0.00124965 0.00456406 0.00255855 -0.0769845 -0.022226 0.00516478 -0.00152363 0.00181222 -0.000138896 0.0363768 0.0207893 0.0394321 0.00811091 0.00728388 -0.00290774 -0.0868436 0.0161132 -0.0135949
internal_weight=438.566 7.09589 5.48952 3.91287 1.91775 431.47 5.91871 5.27192 3.20053 425.551 421.779 184.691 176.047 237.088 229.617 8.64396 4.28552 220.902 154.685 147.509 143.639 14.0312 66.2163 27.8174 16.0061 38.3989 32.3622 5.97881 26.3834 14.8194
internal_count=2900 240 189 60 50 2660 132 128 74 2528 2508 1277 1166 1231 1209 111 46 1147 862 827 804 47 285 108 60 177 158 49 109 62
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 0 0 2 2 1 0 2 2 2 0 0 2 2 2 0 2 1 2 2 1 2 2 2 1 0
split_gain=0.884663 1.80821 1.77119 3.00571 0.78078 2.06734 1.85189 0.897383 0.742489 1.18974 4.95975 1.47666 4.87634 4.30559 1.44163 4.08784 3.80585 2.88717 2.8898 2.61517 1.63864 1.40093 1.21673 2.385 1.80847 1.27654 6.63523 3.24416 5.56236 3.92527
threshold=32.785955158400007 0.31308942845000004 0.51700547890000015 0.52428071015000011 0.64899254515000016 0.65954612140000013 0.68186581240000022 48.315732392000008 34.542090938800008 0.34193587020000005 0.4622167001000001 41.902916368500009 39.468990633150007 44.921040431000009 0.4755546241000001 0.47670728420000003 43.57842012870001 42.773538294100007 42.072181850200003 0.46928235680000008 38.175120519550006 0.34479506600000004 50.264779514000004 51.307674290650006 0.48363821445000005 40.259171735100004 40.496232821400007 39.468990633150007 0.36000419150000007 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 -6 7 -7 -2 10 11 12 -10 -13 16 21 17 18 19 20 -11 -16 25 -24 -25 27 -27 28 -17 -29
right_child=4 2 3 -5 5 6 -8 -9 9 14 -12 13 -14 -15 15 22 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=0.13387378529052693 0.025669397195905899 -0.13093109608830819 0.083775969555359209 -0.11083649907360507 -0.13897059614956064 -0.019810260264556189 -0.10708519732264465 0.077385303204484779 -0.048681887351503854 -0.00045219447578933984 -0.13107130662334424 -0.11724701235348736 0.089597724248051333 0.0056598151255902304 -0.029163721311072949 0.072100354366698829 0.10573613150275694 -0.091390843380065423 0.089895545201502169 0.031879335486132115 -0.14340309905117513 -0.12854999669141501 -0.14463544230330116 -0.10597233142763347 0.031854066922612882 0.075019722631680677 0.0024103193511752618 -0.10165412774517096 -0.0056968611701925902 -0.015466836264411074
leaf_weight=0.54593002796172996 11.710901189595459 2.0096755186095834 1.6299894452095034 1.5466273352503774 1.457284053787588 1.8094198922626676 1.2981627751141784 1.9997515901923177 4.7627181597054058 1.423357967287304 3.4942519441246978 3.7317690085619679 5.4897124022245407 12.06578580662608 2.5868985950946799 10.532625034451483 4.7635250985622397 2.6533186500892034 4.3268564399331799 5.5447848625481129 1.8365235449746249 3.1395897567272186 1.6641311869025219 1.3087570257484911 3.4926612433046103 13.346523647196589 220.71724201086909 6.6404297128319731 72.113718584179878 25.873910038731992
leaf_count=1 77 58 5 104 46 43 105 10 36 18 30 112 33 65 11 35 15 29 20 20 31 37 24 66 36 49 1162 33 453 136
internal_value=-0.000210785 -0.0392365 -0.0574587 -0.0109767 0.000309717 -0.0339132 -0.00393703 0.0312158 0.000840553 0.000133963 -0.0191996 -0.00419352 0.0253606 -0.0233738 0.00162938 0.000164504 0.0273944 0.00375255 0.022977 -0.00990869 -0.0809866 -0.083653 0.00151394 -0.0414704 -0.00571426 0.00230975 0.00655057 -0.00630971 0.00421778 -0.0330689
internal_weight=435.517 5.73222 5.18629 3.17662 429.785 6.56462 5.10733 3.80917 423.22 411.509 29.5442 26.05 10.2524 15.7976 381.965 361.416 20.5484 15.7848 13.1315 8.80467 3.25988 5.72649 355.69 6.46555 4.80142 349.224 234.064 115.161 82.6463 32.5143
internal_count=2900 168 167 109 2732 204 158 53 2528 2451 276 246 69 177 2175 2042 133 118 89 69 49 48 1994 126 102 1868 1211 657 488 169
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 2 2 2 0 0 0 2 1 1 2 2 2 2 0 0 1 0 2 1 0 1 0 0 0 2
split_gain=0.83874 5.8514 4.26019 3.85995 3.54324 3.33188 4.6397 4.39833 3.85274 4.32213 3.31972 3.22495 3.07574 3.99272 4.02492 2.81715 2.81545 2.67023 2.57048 2.42636 4.44175 2.70825 2.116 3.46535 4.00092 3.48172 2.06631 2.85546 1.99043 1.98239
threshold=0.39584144190000009 0.39458399450000009 0.39167988980000007 0.53136133645000017 0.3982365797500001 41.792045663550006 41.322103772800006 42.599563320500003 0.53592706805000012 0.57944372925000021 0.62143349005000015 43.19689381845 0.40621538280000008 0.41917906650000009 40.823855932350007 37.858673296900008 43.633733172900008 40.036761086100007 0.52937037810000021 0.57357564145000006 0.45976168375000009 0.59014700160000022 38.238138001450004 0.43166372265000008 0.56369569775000017 0.43672345135000007 0.54910032635000017 0.56704889075000009 0.63514565435000014 45.90502654165001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 15 6 8 19 18 12 -11 -9 -10 -14 17 -2 -17 22 -6 -7 -21 -22 23 -15 -25 -26 -24 -28 -12 -13
right_child=4 -3 3 -5 5 7 -8 11 9 10 28 29 13 14 -16 16 -18 -19 -20 20 21 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=0.0031761777939345297 0.021136296879441494 0.10163341514454978 -0.12805527987415552 0.024576198351751389 -0.016868196759095174 0.073397160179501889 -0.10110516647241308 -0.064498823190065044 0.085386121219801256 -0.12131419547309824 0.052782544574358395 0.028972712143936992 -0.072592010506410454 -0.1281667588237137 0.062759307550094956 -0.13845765991555817 -0.0018986847069664332 -0.057461250743336793 -0.16069418939305624 -0.16105518694966078 0.14381619223847517 -0.029120640234410685 0.065614406948571652 0.078694818564759905 0.05907899128654235 -0.13722067011648756 -0.036927565102714215 0.061354980739001398 -0.10372365187214319 -0.012405231425585708
leaf_weight=255.52748763468117 2.811890345066784 5.911272967234253 4.7175442390143862 2.5538489650934935 2.3121052403002968 15.01488156616688 5.9488600725308052 7.0842901365831485 4.5364398397505274 5.0842619929462654 2.5452392972074454 22.786015057004988 6.7132881097495547 2.639451667666437 11.063669003546236 4.9761908873915672 2.1673153042793274 7.9095167256891719 2.6864074468612671 1.3621880970895279 1.6798885688185694 1.9645597888156769 8.0724297910928744 3.7379915006458759 1.4179369956254961 2.4907369813881814 7.7177003324031812 4.7913883309811354 1.1937371445819733 23.540166523307562
leaf_count=1373 19 23 58 20 24 50 54 67 13 148 33 142 43 39 33 46 21 40 22 11 5 43 22 20 13 41 43 19 135 280
internal_value=-0.000199552 0.00324156 0.00102838 -0.0744483 -0.00582921 -0.00209838 -0.0161021 0.0133221 -0.00935195 -0.00328812 -0.0687126 -0.00166216 0.00616107 -0.000193902 0.00955773 -0.0636513 -0.0970261 -0.00562143 -0.0941662 0.0532951 -0.00699102 0.0505936 0.00766199 -0.0293735 0.00472758 -0.0660097 0.0261714 0.000717851 0.00281506 0.00794694
internal_weight=432.959 268.71 262.799 7.27139 164.249 154.293 80.8612 73.432 74.9123 69.9138 8.82324 53.4105 61.0905 56.5541 49.8408 9.9554 7.14351 38.7772 4.99851 20.0215 5.00664 3.64445 30.8676 10.2861 7.64667 3.90867 20.5815 12.5091 3.73898 46.3262
internal_count=2900 1474 1451 78 1426 1340 742 598 688 642 316 489 326 313 270 86 67 237 46 109 59 48 197 113 74 54 84 62 168 422
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 1 2 1 0 0 2 1 0 0 0 2 2 2 1 0 2 2 2 2 1 1 1 2 2
split_gain=0.74056 1.57378 1.72046 2.45949 0.653686 0.867589 2.79239 0.630775 3.52913 2.78639 2.17115 2.86468 1.43312 7.14788 1.34207 3.47094 2.96726 2.51478 2.13306 1.98511 1.84246 1.99927 1.27584 4.04209 3.79177 1.06379 0.933429 6.37006 3.34688 5.8587
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.38573695400000008 0.52332265500000019 0.57987784795000008 0.59210802070000013 35.131296350900008 0.34392682850000006 0.49967066855000003 0.54749857790000023 33.384956903900012 0.34193587020000005 0.4588185982500001 0.4755546241000001 0.47670728420000003 43.57842012870001 42.773538294100007 42.072181850200003 0.3447651268000001 0.46928235680000008 38.175120519550006 41.902916368500009 39.468990633150007 44.921040431000009 0.31100865245000009 0.35585760905000008 0.34988473400000003 39.468990633150007 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 8 -2 -10 -11 -12 13 22 16 19 17 18 20 -16 21 -14 23 -9 -24 -26 27 28 -17 -30
right_child=4 2 3 -5 5 6 -8 12 9 10 11 -13 14 -15 15 26 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.12953544951946835 0.10882079279160667 -0.13226372368640532 0.11641408249004899 -0.075981921214383186 -0.10377841988318298 0.12944227458549748 -0.12640335383993229 -0.050950780781152262 -0.087797730212539934 0.05400599994424013 0.070472693491262339 -0.12019459265167305 0.026181955702398181 -0.16093740346471494 -0.0089522869519937202 0.071503188776218612 0.096078630715823662 -0.084272234484855491 0.080758076106185767 -0.13020625122836429 0.028798509388596766 -0.13961036698006227 -0.11554407070250275 0.081890144864877265 0.036460682330379288 -0.023062949544549457 -0.0023080459845259134 0.088181135698111812 -0.094050035207114996 0.0036320704755769505
leaf_weight=0.50842946767806907 3.50501670688391 1.8073858451098201 1.0272593200206759 1.8812007708474991 1.4003043617121869 0.85930023854598381 0.8471805527806282 3.9833060279488617 3.0538844019174567 6.7062045000493509 1.3003323944285514 1.9999571293592451 1.2670986913144608 3.27073810994625 2.3495728075504294 6.4392113685607901 4.7054819650948039 2.6023601964116088 4.3181905522942534 3.174276664853096 5.4702757932245731 1.707506028935313 3.345634968020021 5.3900872142985463 5.6409894041717035 6.4190842732787132 237.65338913770393 9.2640244774520379 6.5814587250351897 91.546506114304066
leaf_count=1 10 57 3 107 132 10 69 32 23 24 12 43 17 32 9 22 15 29 20 39 20 31 111 33 26 39 1491 34 32 377
internal_value=-0.000200075 -0.0376209 -0.0556425 -0.00802823 0.000260132 -0.0454418 0.00242799 0.000596836 0.0197233 -0.00418785 0.0213291 -0.0450706 -0.000185228 -0.0219922 0.00143693 2.23906e-05 0.0265979 0.00532022 0.0235879 -0.0786308 -0.00564539 -0.0689875 -0.00365205 0.0254382 -0.0213516 0.00477869 0.00125849 0.00870458 0.00166344 -0.00291948
internal_weight=430.026 5.22428 4.71585 2.90846 424.801 3.10679 1.70648 421.695 16.5654 13.0604 10.0065 3.30029 405.129 28.0498 377.079 357.008 20.0709 15.3654 12.7631 5.52385 8.44488 2.9746 24.7791 9.37339 15.4057 12.0601 351.485 113.831 104.567 98.128
internal_count=2900 168 167 110 2732 211 79 2521 112 102 79 55 2409 273 2136 2004 132 117 88 48 68 48 241 65 176 65 1956 465 431 409
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 0 2 1 0 0 2 1 2 2 2 2 0 0 2 2 2 1 1 0 2 2 0 0 0 2
split_gain=0.660986 1.21062 0.714789 2.70964 2.41438 1.91574 1.23431 1.33261 4.46641 3.49543 3.22169 2.38122 2.02146 5.20006 1.53885 1.08388 2.34386 2.47637 1.88776 1.53761 4.40993 1.95478 3.96913 2.69743 4.41845 3.5335 3.0465 2.44213 3.01059 3.49049
threshold=51.779769178100004 0.61532588845000014 50.065525775750011 0.58182389750000019 49.275256100300005 0.64899254515000016 48.852845034800005 0.46613873835000008 0.58736265385000019 0.59014700160000022 44.710446918150005 0.46208197360000008 37.272044000450002 37.186372654950006 46.177190236600005 45.673096293200011 0.54191491270000014 0.50579323975000012 46.377258487500008 44.758188263300006 44.421469061800003 0.45206730335000006 0.44705248345000009 0.56859076075000015 39.091773401050006 42.406961525800007 0.57161462230000015 0.55041765215000005 0.55538756325000016 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 7 11 -9 -10 12 15 13 -11 -12 19 17 -17 -19 20 21 22 27 24 -23 26 -25 -1 -29 -30
right_child=1 -3 3 5 -6 -7 -8 8 9 10 14 -13 -14 -15 -16 16 -18 18 -20 -21 -22 23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0034631174919928769 -0.10931934300154876 0.015401165880151564 0.079385932460357272 -0.14884062989323926 -0.069275204136969457 0.031009513234723646 0.03360042124697276 -0.1316696379400025 0.19003277288115933 -0.10457747867687593 0.089519446183829302 0.064066267097584381 -0.075361280478208226 0.24740064976232301 -0.0065446320299649349 -0.0099368616019367383 0.028237033141797568 -0.02423314182428446 -0.14539701631337804 0.041628960824398181 -0.10403065036209709 0.0031258073735638777 0.064939924921592923 0.054954136209133621 -0.18472844791785525 0.093691093256264665 -0.12374275568226481 -0.097051340054413016 0.0036701874218655617 -0.11050597746484121
leaf_weight=294.01898310985416 1.5351695264689618 1.5785332452505825 4.3521072566509238 1.115537526085973 5.0237640556879333 1.2626083255745468 10.947133170440791 3.3104212787002352 0.87448133714497345 0.98964891349896944 3.0828086128458372 5.8750049173831931 7.6184592712670565 0.7288712584413588 3.6322891283780336 7.401404447853567 5.9772418625652781 2.0885013677179813 3.3460035268217325 9.1389865819364768 4.0218544090166679 2.413916274905203 9.9419067446142417 1.5412435457110403 2.6013657711446285 2.6036663725972176 2.5041012139990926 5.0917910058051374 19.562141744419936 3.1021327599883071
leaf_count=1566 81 17 25 17 55 24 45 65 8 105 12 22 234 6 45 47 31 20 39 59 41 18 35 6 24 7 41 47 131 27
internal_value=-0.000184641 -0.0460906 0.000152342 0.0324819 -0.0003689 -0.0533544 0.000470472 -0.00043291 -0.0254391 -0.00466304 -0.0152696 0.000894504 -0.0532623 0.044706 0.0375571 -9.42506e-05 -0.0234877 -0.0475741 -0.0988333 0.00114012 7.49937e-05 0.00129433 0.00270917 -0.0389417 -0.0943119 0.00282353 -0.0556607 0.000786418 -0.0275678 -0.0119575
internal_weight=427.282 3.1137 424.168 6.73025 417.438 2.37815 412.414 401.467 20.237 16.9266 16.0521 381.23 9.33698 1.71852 6.7151 375.355 18.8132 12.8359 5.4345 356.542 347.403 343.381 331.717 11.6643 5.01528 6.64901 4.04534 321.775 27.7561 22.6643
internal_count=2900 98 2802 66 2736 41 2681 2636 475 410 402 2161 345 111 57 2139 137 106 59 2002 1943 1902 1806 96 42 54 47 1771 205 158
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 0 2 1 1 1 0 1 2 2 2 2 1 1 0 1 0 1 0 2 0 1 2 2 0 0
split_gain=0.648565 2.47517 3.05945 2.24116 1.20954 1.41631 1.322 0.683697 4.63817 3.76908 3.45234 3.15511 2.91763 2.41993 2.63215 2.277 2.7765 1.87844 6.39621 4.75278 8.72513 2.92 10.103 3.03601 2.81361 2.04011 3.78569 2.45176 2.11657 1.91607
threshold=0.39672464895000009 49.110028829250005 0.37331217625000007 48.315732392000008 0.41155953415000007 0.42314601355000009 35.461062230100005 0.39584144190000009 0.39458399450000009 0.39167988980000007 0.53136133645000017 0.3982365797500001 36.735256530150004 37.858673296900008 43.673409002000007 34.542090938800008 0.43625939340000008 0.40367054880000008 0.53484925600000011 0.41753240920000007 0.53321756835000012 0.4211999641000001 0.54017843775000018 41.532441862050007 0.54191491270000014 0.43590012275000006 40.259171735100004 37.272044000450002 0.56055207925000017 0.56276758185000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -7 -11 13 15 -9 -15 16 -13 18 -14 20 -19 23 -23 -21 -24 26 -26 -27 -29 -30
right_child=4 -3 3 -5 5 7 -8 11 -10 10 -12 12 17 14 -16 -17 -18 19 -20 21 -22 22 24 -25 25 27 -28 28 29 -31
leaf_value=0.16293433317835057 0.053194463153926834 -0.15368602402965109 -0.10960791720813089 0.018022419147234344 0.020519170817276593 0.0035902269893942082 -0.1130238504837527 0.017797951682738341 0.090857827310405342 -0.12520458757439287 0.021210495987304092 0.039925372622722832 -0.05831921394081882 -0.13377902767133018 0.00063586139697637987 -0.12124385811498933 -0.11392556143497989 0.024109118519040872 0.090604344108324131 0.011465245811363396 -0.16431360565207917 -0.16099899519409164 0.10258812443918748 0.094909147266060312 -0.10153475057858755 0.11814724250528003 0.0016806180705575891 0.041598821711354324 -0.079556709751223725 0.00094304754715692797
leaf_weight=0.94620969798415711 4.2873743381351224 1.316769555211067 2.2325152195990086 3.5854268744587898 1.1446404084563249 236.86106159165502 2.1036901473999023 2.8159967362880689 5.945697169750928 4.3720503849908701 2.5495450915768743 3.2454598750919086 4.4195488095283499 4.7278337515890598 2.1057176776230335 3.4171870246063918 1.8369104170706121 5.0147519987076503 8.3006399888545257 13.02342049777508 4.8193908929824829 3.8816583896987131 2.7865817993879309 6.5548588186502448 5.2391091585159328 1.9501715139485885 11.04480716306716 12.774769842624663 3.114509016275405 58.390071738045663
leaf_count=12 36 10 112 12 12 1131 48 19 23 58 20 29 27 47 20 83 124 39 29 52 47 79 7 21 51 22 52 46 16 616
internal_value=-0.000190301 -0.0282495 -0.00383097 -0.0309531 0.000353806 -0.00019548 -0.0659662 0.000326635 0.003593 0.00146467 -0.0712731 -0.00478867 -0.00121879 -0.0602129 -0.0923599 -0.0581216 -0.0156806 0.00220372 0.0388618 -0.0014224 -0.0682307 0.00410978 -0.00285693 0.0394025 0.00358434 0.000602267 -0.0315274 0.00746571 0.00455981 -0.00313335
internal_weight=424.808 8.08092 6.76415 5.81794 416.727 412.44 3.24833 409.192 249.728 243.783 6.9216 159.463 149.814 9.64955 6.83355 8.49956 5.08237 141.314 12.7202 128.594 9.83414 118.76 99.1817 19.5783 95.3 92.5134 16.2839 76.2295 74.2794 61.5046
internal_count=2900 146 136 124 2754 2718 60 2658 1232 1209 78 1426 1340 86 67 236 153 1104 56 1048 86 962 889 73 810 803 103 700 678 632
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 0 2 2 1 0 0 2 1 1 0 0 1 1 0 1 1 1 1 0 0 1 2 0 0 1
split_gain=0.632099 1.79705 1.5293 0.700509 1.77849 0.570242 2.13375 2.6565 1.45205 1.13912 2.20138 1.98312 0.965044 3.19521 0.957355 3.23384 2.39269 2.97638 2.7544 1.64548 1.07133 1.39151 1.47037 3.2364 4.36097 4.57723 3.94813 1.5105 1.41567 3.91888
threshold=0.64899254515000016 0.65954612140000013 0.68186581240000022 48.315732392000008 0.66294422320000013 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32272985840000007 0.33263974130000007 0.4755546241000001 0.47670728420000003 0.34521421515000011 0.35675578575000005 0.4622167001000001 0.3447651268000001 0.3447651268000001 0.34491482290000003 0.34500464060000008 0.47778509625000004 0.47868327295000007 0.34545372890000009 42.448133449100006 0.47943175355000006 0.48543456785000005 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=5 -2 3 4 -3 6 7 -1 -7 10 -10 -12 -11 -14 16 19 -15 -18 -19 -16 -17 -22 -23 26 25 -25 -24 -26 -29 -30
right_child=1 2 -4 -5 -6 8 -8 -9 9 12 11 -13 13 14 15 20 17 18 -20 -21 21 22 23 24 27 -27 -28 28 29 -31
leaf_value=-0.10549304513877709 -0.13713657503277377 0.070020248384996181 -0.10588958732251064 0.067577647376301425 -0.13353694706832978 0.062893464833597354 -0.14632187705841071 0.035713541114411447 0.040429526242911053 0.041859099314724604 0.0025281923480792337 -0.14599655599233241 -0.088778894259309668 0.041852007411210451 -0.017359045704313014 -0.030455918193663074 -0.12756217225537239 -0.061541677545488963 0.072547922714863586 -0.1272008997112038 0.040229140654601092 -0.059625059176469999 0.080635203011506659 -0.16397307550610951 0.045202961697993184 -0.0097730442184078142 -0.017947020127861098 -0.017785385084581953 0.083134048632499014 0.00089571172017602102
leaf_weight=1.849481543060391 1.2864160574972618 0.97698654793202899 1.1332615660503504 1.9751934669911859 0.76554735377430916 3.729723507538437 1.2482570707798002 4.764322753995657 2.0266362298279992 5.6575703844428054 1.4641299759969117 2.3290016362443566 3.9892066381871691 16.723829571157697 2.5404266491532317 10.482024077326058 2.075471814721821 2.8363040909171104 3.3310912009328604 2.9446229189634323 9.2638591006398183 3.9608830101788035 10.850273653864862 3.295029390603303 7.6224565207958213 4.6298484727740288 6.4939254075288764 38.484902212396264 5.9281053394079199 257.03726226370782
leaf_count=116 51 8 129 10 42 26 10 20 18 23 17 47 41 64 11 47 29 45 19 39 32 20 30 23 27 24 35 163 19 1715
internal_value=-0.000200715 -0.0320586 -0.00419331 0.0268064 -0.0194085 0.000269795 -0.0264058 -0.00377341 0.00078421 0.000210771 -0.0437111 -0.0886667 0.000852783 0.000261694 0.00117598 -0.000124933 0.0201183 -0.023977 0.0108819 -0.0763271 0.00104243 0.00199237 0.000945317 0.00166288 -0.000638479 -0.0738868 0.0437246 0.00123967 0.000128014 0.00274963
internal_weight=421.696 6.1374 4.85099 3.71773 1.74253 415.559 7.86206 6.6138 407.697 403.967 5.81977 3.79313 398.147 392.49 388.5 363.534 24.9667 8.24287 6.1674 5.48505 358.049 347.567 338.303 334.342 316.998 7.92488 17.3442 309.073 301.45 262.965
internal_count=2900 240 189 60 50 2660 146 136 2514 2488 82 64 2406 2383 2342 2185 157 93 64 50 2135 2088 2056 2036 1971 47 65 1924 1897 1734
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 2 1 0 1 0 2 2 2 0 1 2 2 0 1 1 2 2 2 0 0 2 1 1 2
split_gain=0.611265 1.28401 1.62688 2.05501 0.645912 1.47115 0.52646 2.88463 8.93238 2.38315 1.26798 3.09185 1.15035 3.7442 3.6045 3.26936 2.32998 1.67806 1.41767 1.18292 7.32439 2.80525 4.45638 3.17972 1.24626 2.50842 2.12775 1.74782 1.70903 3.40542
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.4019490434500001 35.131296350900008 0.34392682850000006 0.49850303880000008 0.38733870245000007 0.54475913895000005 33.151194885250007 37.020641110850008 36.82350895510001 0.52975958800000011 0.45521092180000006 36.372781240150012 37.360990606650006 0.52428071015000011 0.34193587020000005 0.32600820335000008 39.468990633150007 41.902916368500009 44.921040431000009 0.4755546241000001 0.47670728420000003 43.57842012870001 0.3447651268000001 0.34479506600000004 42.207998345450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -9 -10 -11 -12 13 14 16 -16 -8 18 -14 20 21 -19 -23 -24 26 27 28 -26 -21 -30
right_child=6 2 3 4 5 -7 12 8 9 10 11 -13 17 -15 15 -17 -18 19 -20 24 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.12419411237711098 0.10303674004396637 -0.13148596038916108 0.11450734472218949 -0.21109206312259829 0.11996169871680409 -0.10537315707266047 -0.0078693312539583025 -0.20307469194807082 0.09323187156376353 0.036670022936441803 0.091514396844989576 -0.11976138852492002 0.086236648052202547 -0.13198656842039119 -0.15493549963173156 0.037765589061940802 0.082604153498056637 -0.17401747532085277 -0.0017114844361201969 0.033345348329735146 -0.14288831615109332 0.095178491831950957 -0.11570916700003507 0.0063154135179137524 -0.0069652497417907397 0.00098414452435682288 0.085768703107872477 -0.12447376097214494 0.038308826360009623 -0.12478221729568043
leaf_weight=0.45307695865631004 3.1921321377158156 1.6295810570009051 0.93770295381546054 0.27143925428390492 0.40066051483154286 1.0465144889894871 10.863350960426038 1.9018189273774613 3.9970651939511281 3.5409797169268131 1.0299017247743907 2.1153037003241479 4.1919284537434569 2.7490346608683458 2.6698246523737903 1.3136229084338991 3.8571765730157486 0.84905897080898896 3.2567953751422465 9.0975037254393119 4.1240021232515565 4.7767389221116927 2.6332832123152903 11.29618579149246 2.3677179589867583 322.66567711951211 4.5649294741451731 2.7197718732059002 2.7076873164623967 2.4286517519503832
leaf_count=1 10 57 3 2 1 104 66 20 12 14 8 56 16 24 38 37 15 11 32 32 51 29 105 57 9 1965 15 39 33 38
internal_value=-0.000189424 -0.0359008 -0.052825 -0.00456851 -0.0695382 -0.0429876 0.00021846 0.0181348 -0.0034001 0.0321457 -0.00437216 -0.0505788 -0.000489749 -0.0230152 -0.00699901 -0.0913884 0.0158372 0.000789743 0.0477832 -0.000155724 -0.02178 0.00376046 0.0118296 -0.0167526 0.00132182 -0.000114361 0.0263615 -0.0697853 0.007309 -0.0388067
internal_weight=419.649 4.73898 4.2859 2.65632 1.71861 1.44718 414.91 15.7772 12.5851 10.6833 6.68619 3.14521 399.133 21.453 18.704 3.98345 14.7205 377.68 7.44872 370.231 23.6793 19.5553 18.7062 13.9295 346.552 327.753 18.7988 5.08749 14.2338 5.13634
internal_count=2900 168 167 110 107 105 2732 120 110 90 78 64 2612 180 156 75 81 2432 48 2384 253 202 191 162 2131 2013 118 48 103 71
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 0 0 2 2 1 2 2 1 0 0 1 2 2 1 1 1 0 2 2 0 0 2 0 0 2
split_gain=0.553915 1.1087 0.610059 2.28283 1.98761 1.71127 1.05211 1.05202 2.34223 2.52133 1.90561 3.6268 3.56737 2.18798 4.96198 1.92629 1.84045 3.29593 1.67646 1.61286 3.42332 2.21197 3.8343 2.92947 2.67943 1.92859 5.59023 2.7706 2.62019 2.02547
threshold=51.779769178100004 0.61532588845000014 50.065525775750011 0.58182389750000019 49.275256100300005 0.64899254515000016 0.3972336157500001 47.833738492450003 45.673096293200011 0.41808628485000005 44.758188263300006 44.527357125550004 0.46613873835000008 0.58736265385000019 0.58859016195000013 0.46208197360000008 37.272044000450002 37.186372654950006 0.41640968835000008 0.45206730335000006 0.44922307715000004 0.56859076075000015 39.091773401050006 42.406961525800007 0.57161462230000015 0.56915960600000015 40.922041107600009 0.56501302355000016 0.56055207925000017 40.380906245900007
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -6 8 10 -10 11 12 15 -14 -15 19 17 -16 -12 20 25 22 -21 24 -23 27 29 28 -1 -27
right_child=1 -3 3 5 6 -7 -8 -9 9 -11 18 -13 13 14 16 -17 -18 -19 -20 21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0021996772122216146 -0.10876416241715869 0.01405462246954664 0.07315636440079866 -0.14555027672846285 0.0041715469601015312 0.028749639689301099 -0.096112085593442476 0.021740016235924527 -0.08893927257759239 0.003701254589882963 0.0053560961526671665 -0.11291661143790431 -0.12898747355594073 0.21098951529403609 -0.10342366654993017 0.059400892654744457 -0.071256829689826398 0.18804988474165985 0.084732657790136792 0.0034161912084944915 0.084325522026732602 0.049944711458664755 -0.17385254181892804 0.08531933878061275 -0.12148099367270043 -0.04042091721872712 -0.13758122243409451 0.074802872102526161 -0.083205354646750065 0.09804566083043606
leaf_weight=303.96371417678893 1.379865667317062 1.5727151338942347 4.3025566171854726 1.0359719591215255 1.5346751585602749 1.2345021106302736 3.286577015183866 21.848311955109239 6.1559004187583906 5.6198430065996945 5.7381764319725317 2.8553730077110222 2.8538531013764432 0.788945522159337 0.74486467312089899 5.7799905687570563 7.4358136928640306 0.80964699480682611 4.9613471571356058 2.4004945028573257 5.0295794308185569 1.5188252255320551 2.4815516732633114 2.5666195601224899 2.2812728472054005 2.0513250934891394 3.6863215863704681 5.1993584912270299 3.6352109760045996 2.1781606301665306
leaf_count=1683 81 17 25 17 8 24 47 100 84 48 44 33 63 5 105 22 237 6 22 18 18 6 24 7 41 36 26 22 26 5
internal_value=-0.000184188 -0.0433438 0.000123635 0.030346 -0.000363968 -0.0507799 -0.0641903 0.000400401 -0.000824159 -0.0447276 0.000577063 -0.000664903 0.000236941 -0.0519497 -0.029468 0.00216032 -0.0505694 0.0483865 0.0421628 0.00117855 0.00246413 -0.0360498 -0.0866898 0.00278138 -0.0529655 0.00118035 -0.0475663 0.00241395 0.00119036 0.0308886
internal_weight=416.931 2.95258 413.979 6.57303 407.406 2.27047 4.82125 402.585 380.736 11.7757 368.96 358.261 355.406 12.6331 9.77927 342.772 8.99033 1.55451 10.6995 336.992 325.744 11.2488 4.88205 6.36672 3.8001 320.714 7.91581 312.798 307.599 4.22949
internal_count=2900 98 2802 66 2736 41 55 2681 2581 132 2449 2383 2350 416 353 1934 348 111 66 1912 1816 96 42 54 47 1798 67 1731 1709 41
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 0 0 2 2 1 0 0 2 1 1 0 1 1 2 2 2 1 2 0 0 0 2 2 1 2
split_gain=0.541443 1.58348 1.3275 0.536945 1.52405 0.497274 2.00431 1.27147 1.53622 1.08759 0.931921 1.81588 1.88885 0.744376 2.37904 0.922816 0.680139 3.88206 2.82689 3.97426 2.60974 2.53157 1.94153 2.30358 3.10674 5.67378 4.29255 2.07387 2.05276 1.90856
threshold=0.64899254515000016 0.65954612140000013 0.68186581240000022 48.315732392000008 0.66294422320000013 0.39672464895000009 0.37395586960000005 49.110028829250005 48.315732392000008 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32272985840000007 0.33263974130000007 0.45462710695000008 0.34545372890000009 0.34569324270000007 41.028010303750008 42.487106141350004 39.468990633150007 0.34427112960000006 43.968221017800005 0.48041974790000003 0.47778509625000004 0.47868327295000007 42.773538294100007 41.495754733000005 0.34500464060000008 40.259171735100004
decision_type=2 2 2 2 2 2 2 2 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 -1 8 -8 -7 11 -11 -13 -12 15 -15 20 18 -18 -20 -16 -22 23 24 26 -26 28 -25 -23 -19
right_child=1 2 -4 -5 -6 9 7 -9 -10 10 13 12 -14 14 16 -17 17 29 19 -21 21 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.090914876128373345 -0.13501921536671388 0.062881728438692372 -0.10562012544824183 0.059423690215610614 -0.13103202706906933 0.055252360934324091 -0.10964990182730416 -0.14158329951655388 0.010232878637311916 0.03546426271453592 0.037891932754652184 0.0039805646527461382 -0.14519282431316 -0.025940955381917166 0.049499998732151163 -0.12746966013222386 0.012173176566424327 -0.0091702733525024279 -0.16085578435739276 -0.026103827839591556 -0.067962564660642807 -0.0052950423725320502 0.071707759238310631 0.059988362023845124 -0.13515823803469171 -0.0051224609497649088 -0.079515014111527504 -0.0099271113676971875 0.06465619958096841 0.0075227141341109929
leaf_weight=1.2367029609158624 1.1601225493941445 0.97418701765127502 1.0125971285160629 1.9566878229379652 0.69407041766680777 3.6243784157559267 1.5413036514073608 1.1868011951446531 3.4875543862581253 1.9979761959984887 5.3361224308609954 1.4396445797756316 2.0682784826494753 1.6628132760524743 13.432330477982758 1.9393618591129778 4.3148252740502349 108.97070143884048 3.9691916741430742 4.8791980389505625 4.9140093214809886 7.412161134183413 4.2678898870944968 10.386046126484873 4.9382716864347449 10.468439638614653 4.1118423640727988 7.1725618764758101 9.6658413521945459 184.38218480534852
leaf_count=24 51 8 129 10 42 26 100 10 12 18 23 17 47 14 52 27 16 772 30 31 27 31 12 35 33 43 34 28 38 1160
internal_value=-0.000184683 -0.03053 -0.0043911 0.0238864 -0.0177951 0.000245672 -0.0253494 -0.048482 -0.0265102 0.000720922 0.000223995 -0.0406313 -0.0839724 0.000797508 0.000285885 -0.0806026 0.00104609 -0.00106208 -0.0541895 -0.0865506 0.00946334 0.000972489 0.00677067 0.00165307 -0.0126328 -0.0468025 0.0122113 0.0314284 0.0342961 0.00132183
internal_weight=414.604 5.79766 4.63754 3.62495 1.66826 408.806 7.45236 6.21566 5.02886 401.354 397.73 5.5059 3.50792 392.224 386.888 3.60218 383.285 306.516 13.1632 8.84839 76.7694 63.3371 58.4231 54.1552 36.5966 15.4067 21.1898 17.5586 17.078 293.353
internal_count=2900 240 189 60 50 2660 146 122 112 2514 2488 82 64 2406 2383 41 2342 2009 77 61 333 281 254 242 179 76 103 63 69 1932
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 0 0 1 1 1 2 1 0 0 2 2 1 2 1 2 1 0 1 1 2 2 2 2 1
split_gain=0.521067 1.0699 1.513 1.77824 0.516137 1.30152 0.436323 1.4368 1.22935 0.957895 2.13262 0.426524 1.41223 1.34315 2.31615 0.765112 3.38638 4.16607 3.55046 3.04409 1.41208 2.5549 1.91934 2.69377 3.95368 0.989421 0.786025 5.2871 2.74025 3.44732
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.4019490434500001 0.64899254515000016 0.65954612140000013 0.59210802070000013 0.57987784795000008 0.50525433370000017 34.997818021800008 0.34392682850000006 0.53781323915000012 0.54475913895000005 37.020641110850008 36.514114975300011 0.38780276035000005 36.30367149775001 0.38733870245000007 37.858673296900008 0.37668033890000002 0.52898116820000018 0.40621538280000008 0.45280081435000008 35.616518500750011 40.259171735100004 40.496232821400007 40.036761086100007 0.39135055835000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -9 12 -2 -14 -15 16 17 25 -19 -18 21 -17 -23 -24 -25 -13 28 -28 -22 -30
right_child=6 2 3 4 5 -7 7 8 -10 -11 -12 15 13 14 -16 20 19 18 -20 -21 26 22 23 24 -26 -27 27 -29 29 -31
leaf_value=0.12017538663703697 0.09134799417526307 -0.12990150453872312 0.11303731552611487 -0.19273542322643256 0.1178289615241041 -0.10490944796917744 -0.13227365890284579 0.05160121433006512 -0.13454108607114934 0.11472337082763401 -0.12794871231769558 0.0039292425372953483 -0.031281242085487417 0.11537060782975786 -0.016557330533867157 0.073625038527373732 -0.16964694715796902 -0.13170156799228205 0.055219401400149137 -0.025908140218840726 -0.0025100333612894702 -0.06924370420220774 0.10903521856918735 -0.12986353952571242 0.067329171532928722 0.062244675836416963 0.064637105295775918 -0.00082732863149408619 -0.019430039140091865 -0.15436146439560122
leaf_weight=0.4035106897354116 2.2023708522319785 1.4935291432775559 0.86421602964401278 0.26680170744657505 0.3709251284599302 0.89611718966625631 1.0620177066884924 2.0016290200874218 0.60964276734739531 0.81226607924327243 0.98806510306894768 5.0688907094299847 5.5020401515066606 2.2899651676416397 3.1768733393400908 7.3544689491391209 2.375177700072526 3.2622463866136959 1.4759159805253146 3.8805028786882758 73.640817376319319 3.1127948015928251 2.451727531850338 1.8853015527129171 2.207047208212316 6.8295265324413776 12.965285692363976 254.55278073763475 6.0772210285067541 2.7503851791843772
leaf_count=1 8 57 3 2 1 104 46 10 66 9 73 25 34 5 50 33 18 55 16 39 386 20 6 27 22 30 56 1642 31 25
internal_value=-0.000171879 -0.0348207 -0.050892 -0.00168424 -0.066322 -0.039703 0.000192399 -0.0278514 -0.00271359 0.0184249 -0.00773831 0.000573237 0.018272 0.00359959 0.038705 -2.46628e-05 -0.0177616 0.005823 -0.0734765 -0.0804834 0.00108172 0.0292172 -0.00460295 0.0261445 -0.0235154 0.0374015 -0.000285826 0.00234541 -0.00882126 -0.0614701
internal_weight=412.83 4.2951 3.89159 2.39806 1.53384 1.26704 408.535 5.47362 4.4116 3.80196 2.98969 403.061 13.1712 10.9689 5.46684 389.89 22.8923 16.6366 4.73816 6.25568 366.998 17.0113 9.65687 6.54408 4.09235 11.8984 349.986 267.518 82.4684 8.82761
internal_count=2900 168 167 110 107 105 2732 204 158 92 83 2528 97 89 55 2431 183 126 71 57 2248 108 75 55 49 55 2140 1698 442 56
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 2 2 0 1 0 0 2 2 0 2 2 2 1 2 1 2 2 2 1 2 0 0 1 1
split_gain=0.463415 0.773128 1.34645 1.58259 0.411587 1.16656 0.387255 1.9484 1.56038 3.89748 2.43462 2.78256 2.33534 2.31254 2.19794 1.11682 1.39464 1.98096 2.16858 1.4326 2.38478 2.28768 2.19529 2.18722 1.44721 1.0788 1.0678 4.12022 1.10028 1.78869
threshold=32.785955158400007 0.31728091975000011 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.4019490434500001 48.988717865950008 48.852845034800005 0.55671985870000007 0.31100865245000009 0.61802041855000012 0.66697104880000013 50.264779514000004 50.264779514000004 0.48119816770000007 48.461603274950008 47.833738492450003 45.673096293200011 0.41808628485000005 44.758188263300006 0.47976108500000009 37.272044000450002 44.421469061800003 37.186372654950006 0.41640968835000008 47.001379125850008 0.58859016195000013 0.61802041855000012 0.46208197360000008 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 15 9 -8 12 -12 -10 -11 -15 16 17 19 25 20 22 23 26 -22 -21 -19 28 -28 29 -2
right_child=6 2 3 4 5 -7 8 -9 10 13 11 -13 -14 14 -16 -17 -18 18 -20 24 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.094781264503651985 0.0026053275228089582 -0.12919543756676932 0.11165171674627246 -0.17885992428078346 0.11584723441999001 -0.10444705331526621 0.035914681960097707 0.055440232178778637 0.10221595641589708 -0.1682676202462548 -0.14905718480440236 0.061068223778686953 -0.0088531478063779753 0.11628134022470593 -0.11485265034790693 -0.053742957426708551 0.044061790278896555 -0.12535947287927074 0.0033330606589673469 0.0030533030616588124 -0.10521597108335545 -0.087445019721326372 -0.070553987274138863 0.15671990741727926 0.077286247420434759 -0.039044857121901921 -0.12308389397928113 0.05952415871030925 0.039768696701454845 -0.057688463069392328
leaf_weight=0.41537162940949146 321.12212994461879 1.3234072513878348 0.79118111729621921 0.25913371890783299 0.34107235074043252 0.81424722203519195 3.1429530978202846 6.4273876473307601 3.3532183244824392 2.6641099378466606 1.6939506167545917 1.0035865595564244 4.3473683269694448 0.70379726588726021 0.99037019535899162 3.8390912227332583 7.19836108572781 3.038954643532632 5.5154598904773593 5.7127358051948232 0.51271636830642708 5.4794265078380704 4.2366365734487763 0.84283041162416339 4.8609074829146266 2.7659595310688019 2.8477177200838915 2.1826478275470436 7.7654154477640978 4.9968348992988458
leaf_count=4 1720 54 3 2 1 104 13 22 19 27 22 40 69 2 50 22 33 53 48 44 50 223 43 6 22 31 53 19 45 56
internal_value=-0.000153201 -0.0342647 -0.0494535 -0.0016074 -0.0649594 -0.039412 0.00017719 0.000838374 -0.0142048 -0.0489671 0.0108728 -0.0708825 0.0395119 -0.110179 -0.0188341 -7.81342e-05 0.000465352 -0.000378529 -0.0415688 0.000914709 -0.000180912 -0.0586698 0.000984083 0.0576464 0.0371796 -0.0842318 0.00187835 -0.0438513 0.00256732 0.0016815
internal_weight=411.189 3.94441 3.52904 2.20563 1.41445 1.15532 407.245 389.345 17.8994 7.50123 10.3981 2.69754 7.70059 4.35828 1.69417 382.918 379.079 371.88 11.3204 360.56 349.986 6.83497 343.151 1.35555 10.5736 5.80491 338.915 5.03037 333.884 326.119
internal_count=2900 168 164 110 107 105 2732 2490 242 92 150 62 88 79 52 2468 2446 2413 132 2281 2215 279 1936 56 66 84 1893 72 1821 1776
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 0 1 1 0 0 0 2 0 0 1 2 0 0 1 2 2 1 2 0 1 0 1 0 0 0
split_gain=0.410974 0.86409 1.21531 1.41095 0.366389 1.13249 1.09517 0.784604 1.85041 0.410708 5.94119 3.65118 2.38411 2.14714 3.6874 8.14378 1.67349 1.205 1.09527 3.98218 6.67677 3.59968 2.75725 2.35112 1.42924 1.14545 1.09139 4.26603 1.72712 1.65112
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.38573695400000008 0.64899254515000016 0.65954612140000013 0.59210802070000013 0.57987784795000008 0.67036915065000013 0.47886290830000006 0.47814436690000012 40.532725462000009 0.47727612945000003 0.47577916830000005 0.34500464060000008 42.718072821900002 0.47305469895000007 0.47905751325000007 0.34545372890000009 41.261521012900012 42.852084787850011 0.34569324270000007 41.919251152600005 0.48015029490000011 0.34512439750000007 0.48101853240000009 0.35877668335000007 0.49678153350000009 0.49588335680000006 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 9 -6 7 8 -7 10 12 -12 13 16 -15 -16 -2 -11 19 24 22 -20 -21 -23 -19 -25 28 -28 -27 -29
right_child=4 2 3 -5 5 6 -8 -9 -10 17 11 -13 -14 14 15 -17 -18 18 21 20 -22 23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.116272980143236 -0.0070287480749401153 -0.12664115591536712 0.11042714778369322 -0.063760495421302868 -0.12584293679857755 0.047528298837222038 -0.13430206345516538 0.10407987410932465 -0.12364800685901928 0.060267614800245409 -0.025965626480268934 -0.16145316242568608 0.034620520101220131 -0.10775346584035284 0.059979553684331013 -0.13457892523943485 0.036041497459277615 0.026591507359552954 -0.067986366502178208 -0.028807517448242215 0.057534749155441968 0.072308293035342433 -0.14931805483300334 -0.061202202811446393 0.088577327441417927 0.0032557900639599534 -0.10257550182666114 0.025928609292725252 0.05261774489444513 -0.002532430646608126
leaf_weight=0.34767538309097235 36.116364489775151 1.2595171188004317 0.72342190146446261 1.3019101716345174 0.93623249465599556 1.926591717987322 0.56135984358843405 0.78816291876137246 0.93944669154006977 3.5331784002482882 4.3723628073930723 3.6488776616752148 18.088935546576977 5.1909754127264014 6.5948718264698964 3.1930940411984921 12.024934504181145 7.8236668258905429 7.6624037921428672 4.4352821260690671 6.4111590459942818 4.6116848066449156 3.3195223957300186 2.995069131255149 7.0915219411253929 24.38627003878355 4.1013258295133701 22.670887904241681 9.9927979558706266 202.01627892302349
leaf_count=1 370 57 3 107 46 23 66 9 60 12 18 32 66 33 26 37 61 29 39 19 21 14 22 14 22 98 38 107 42 1408
internal_value=-0.000156068 -0.0336423 -0.0495096 -0.00154297 0.000143956 -0.0263542 -0.00425874 0.0157186 -0.00858086 0.000484998 -0.00549558 -0.0875992 0.002614 -0.0065584 -0.039623 -0.00349058 0.00372952 0.00220063 0.00153348 0.0199999 -0.0179705 -0.000395238 -0.0803933 0.00151746 0.0560631 0.000290901 0.000990745 -0.0015056 0.0176036 0.000339282
internal_weight=409.066 3.63252 3.28485 2.02533 405.433 5.15179 4.21556 3.6542 2.86604 400.281 89.2304 8.02124 81.2092 63.1202 14.9789 9.78797 48.1413 311.051 307.518 29.0812 14.166 278.437 7.7548 270.774 14.9152 266.163 263.168 228.788 34.3791 224.687
internal_count=2900 168 167 110 2732 204 158 92 83 2528 643 50 593 527 96 63 431 1885 1873 113 62 1760 41 1721 51 1707 1693 1553 140 1515
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 0 1 0 0 1 1 0 1 0 0 2 2 0 0 2 2 0 0 2 2 2 0 0 2
split_gain=0.357126 0.59736 1.09588 1.28878 0.355382 2.14681 7.0634 2.217 1.16873 2.27802 2.02308 0.882986 5.00782 1.81444 1.74634 1.87628 1.7411 1.37485 0.843846 1.6682 2.12043 1.89892 0.945749 0.822057 3.05406 2.99308 2.29586 1.76049 4.64225 5.91294
threshold=32.785955158400007 0.31728091975000011 0.38185982460000006 0.53136133645000017 35.131296350900008 0.34392682850000006 0.49850303880000008 0.36597706655000006 0.53781323915000012 0.54475913895000005 0.43625939340000008 0.34307356065000005 0.4588185982500001 0.34392682850000006 0.4622167001000001 0.47470135625000004 39.091773401050006 45.027406014450008 0.42646926740000007 0.41155953415000007 41.395309858300003 37.186372654950006 0.37608155445000008 0.47727612945000003 42.773538294100007 42.448133449100006 43.968221017800005 0.47796473160000008 0.47886290830000006 40.532725462000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8 -9 -10 -11 12 18 -13 17 -16 -14 -15 19 20 -6 -21 -22 24 25 -17 -26 -25 29 -29
right_child=4 2 3 -5 11 6 7 8 9 10 -12 13 16 14 15 23 -18 -19 -20 21 22 -23 -24 27 26 -27 -28 28 -30 -31
leaf_value=0.0891329840794544 0.094451543462914803 -0.12599933377654909 0.06227490302010983 -0.10624355954588811 0.14803212106511321 -0.18035389032815907 0.11834485123320589 -0.055051475469576908 0.1099939138512678 0.041032164240871395 -0.11772799351152304 0.068965093807197592 -0.042147896886731581 -0.11731056690523987 0.053175552775264617 -0.02601033191405789 -0.16265683001809864 0.024541156567322881 0.02610956203853132 0.011054207632089169 0.069161926443000718 -0.14540731898948375 -0.02049393801409588 0.035093427751346953 -0.13725280150245497 0.076234734441582352 -0.018600879039804733 -0.0035434534492311768 0.0016350332804692348 -0.1586074076016869
leaf_weight=0.3614949202165002 2.7844302058219901 1.1104260820429774 1.2024316694587467 0.72893662226852018 0.9489637352526249 1.8909985087811936 2.2271681129932386 2.2776227965950966 2.1679362058639526 2.0388755835592751 1.3238075945992021 3.8722465857863417 2.1375382840633383 2.2084886813536282 6.7118388898670664 8.6000303849577922 2.7302585430443287 0.98933995515108097 8.8576230481266958 1.3731158077716821 1.3609157092869271 1.7828637147322295 8.6860240027308446 14.45989105850458 3.1542533226311198 4.2919243760406962 3.3764366656541824 6.0039974674582464 302.94440988916904 4.1650724522769451
leaf_count=4 10 54 7 103 9 20 6 14 5 13 52 12 11 60 26 43 31 4 48 12 32 33 109 52 44 21 19 23 1985 38
internal_value=-0.000138739 -0.0323967 -0.0468396 -0.0013273 0.000133428 0.0153902 -0.00306811 0.0303383 0.00523595 0.0300636 -0.0214679 -0.000444048 -0.0175911 0.000880903 0.000142224 0.000807333 -0.109739 -0.0734247 0.00190338 -0.0132472 0.00514645 -0.0773334 -0.00834954 -0.000205609 -0.0201945 0.00802858 -0.0759085 0.000979582 -0.000595829 -0.0670549
internal_weight=406.769 3.40329 3.04179 1.93137 403.366 14.7108 11.9264 10.0354 7.80824 5.53062 3.36268 388.655 27.8773 360.778 356.906 353.708 4.8678 3.19783 23.0095 14.1519 10.9959 3.15598 10.0469 346.996 19.4226 12.892 6.53069 327.573 313.113 10.1691
internal_count=2900 168 164 110 2732 120 110 90 84 70 65 2612 285 2327 2315 2251 42 64 243 195 150 45 141 2225 127 64 63 2098 2046 61
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 0 0 1 1 1 1 2 2 2 0 0 2 2 2 1 1 1 1 0 1 2 2 2 1
split_gain=0.427742 1.67823 0.667059 0.55742 1.72085 0.57992 2.43423 1.12554 1.55008 1.53477 1.3749 1.07217 0.55763 3.49928 0.605738 0.448578 3.71337 2.76748 1.97388 3.83725 2.42706 2.31151 2.33062 1.81277 1.45024 1.32239 3.25628 3.99591 6.20795 2.7965
threshold=0.37608155445000008 0.30949672165000003 0.31063441215000004 0.43780126340000008 0.32710098500000007 0.33672644530000007 0.45006137540000007 0.46768060835000008 0.34307356065000005 0.34392682850000006 0.34446573455000007 0.36106703390000006 42.049402686800001 39.468990633150007 48.852845034800005 0.47886290830000006 0.47814436690000012 40.532725462000009 42.773538294100007 43.45354240915001 0.34536391125000004 0.34479506600000004 0.34506451900000007 0.34548366815000003 0.47905751325000007 0.34545372890000009 40.660558922250004 42.852084787850011 41.840895355800008 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 12 6 -5 10 -9 -10 -7 -12 13 -4 -14 16 18 -18 20 -20 21 -11 -23 -21 -17 26 -26 28 -28 -27
right_child=1 2 3 5 -6 7 -8 8 9 15 11 -13 14 -15 -16 24 17 -19 19 23 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.053823624475454607 -0.10938060020058321 0.047417400517766002 -0.065115904769132357 0.042882437783334518 -0.11448718992104306 0.098052858396544429 -0.093607614156121496 -0.066415644560012074 0.064627169576869842 0.039015053294353133 -0.040954359380226582 0.058537293113933846 -0.053259321470292754 0.10541792726508081 0.00033384743865542103 0.067716028671913814 -0.022687496583803115 -0.14588833882361416 -0.1063616990987709 0.05324576260087234 0.059480628338598053 -0.089475162995731203 0.0051492306169345897 -0.037136555216227635 0.072560538098649111 -0.060326258944259019 0.010100534978872871 0.067114322575428612 -0.14390387778712116 0.00044208708122097859
leaf_weight=1.4636402707546938 1.4064083425328124 2.9509287327527991 2.4087310452014199 2.3670868482440701 1.6820973185822357 2.6138933561742297 2.9166871067136526 3.465418927371501 3.7267118170857421 7.6933780834078851 2.2822591816075146 2.061584728769958 3.6633907780051214 2.4042918682098389 4.9702147766947746 3.2736232429742804 4.4315695539116851 3.0978614576160908 4.3049942310899487 4.5009312331676465 9.3912552297115308 4.3337699845433217 6.51745530590415 4.3771750144660473 8.6474383175373095 7.7857385054230681 9.5672700628638285 5.8796257823705664 3.6032760962843886 276.97147182247136
leaf_count=36 83 12 36 13 77 10 39 19 12 25 30 15 31 7 21 10 18 31 48 16 41 26 32 26 29 39 37 17 24 2040
internal_value=-0.000138275 -0.000334113 4.74933e-05 -0.000302899 -0.0191305 0.000439232 -0.0324612 0.000898483 0.000152297 0.000778984 0.0407476 0.0062643 -0.00720193 0.0200724 -0.0224067 0.000125968 -0.00881256 -0.0733765 0.00300996 -0.0288843 0.018061 -0.00291445 -0.0326419 0.00868455 0.00150324 0.000809525 0.021669 -0.00143221 -0.0320329 -0.00121942
internal_weight=404.76 403.297 401.89 398.939 15.1287 383.81 5.28377 378.527 371.569 368.104 6.95774 4.34384 13.4466 4.81302 8.63361 364.377 48.6484 7.52943 41.119 13.1831 27.9359 18.5446 10.8512 8.87811 315.728 312.455 27.6976 19.0502 13.1705 284.757
internal_count=2900 2864 2781 2769 172 2597 52 2545 2490 2471 55 45 95 43 52 2459 263 49 214 90 124 83 58 42 2196 2186 107 78 61 2079
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 1 1 1 0 2 0 0 0 0 0 0 0 1 0 0 2 2 1 0 1 2 2 2 0
split_gain=0.381163 4.22597 2.49606 2.85907 1.76605 2.12232 1.99093 2.4031 1.85741 2.88478 2.49277 2.52568 1.87952 2.35747 7.62662 4.79244 2.93585 1.44539 3.77061 3.81801 1.30597 4.08324 3.03873 3.75202 2.43717 1.80209 1.30292 1.28218 1.71446 1.26732
threshold=40.259171735100004 40.496232821400007 40.036761086100007 0.34569324270000007 39.945535567850008 0.57161462230000015 0.49091344570000006 0.49242537650000007 0.44705248345000009 0.55041765215000005 38.592454371550012 0.55892039160000018 0.54317236010000014 0.52366695610000014 0.52772372085000019 0.52937037810000021 0.53978922790000017 0.52266399210000014 0.38906020780000011 0.52029879345000019 0.50109278165000015 38.828362408050005 38.592454371550012 0.34524415440000006 0.46594413340000007 0.34392682850000006 37.020641110850008 40.580626202750004 40.621691032550004 0.42314601355000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 12 11 -11 13 17 -15 -16 -17 18 19 20 22 -22 24 -24 25 29 -26 -3 -29 -1
right_child=1 27 3 -5 -6 6 7 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 -20 -21 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.059559569998961608 0.059026315126754894 -0.056988234042206876 0.016144786385847425 -0.10129666062589832 0.050419190461999053 -0.11169032507327961 0.13894750534054781 -0.10274434413187848 0.039911346267385808 -0.1273711185989759 -0.14673726272465931 0.035085049587552243 0.043287343882606591 -0.15384013247220679 0.078544824004243508 -0.091004998973197346 0.012567283232132662 0.05139207786604149 -0.079941744203264081 0.10803343261831676 -0.067183506948354052 0.052521861467398803 0.011558814840796489 -0.089631999696255918 0.022117714776885029 -0.12919489398649189 0.073742837855783672 0.081090738478868218 -0.00065926476459942697 0.038052531305899612
leaf_weight=2.0831172454636571 12.421738560777156 3.9846153184771529 3.3706817217171174 5.3839976182207465 6.3751029502600423 3.3479257276048875 0.8544494039379058 0.79335654014721513 10.203867376316337 1.463028160855173 2.5205395333468914 2.7667727246880531 8.9374343082308751 4.254842251539233 4.9504929631948462 5.5595676489174348 5.3903269171714783 5.8680070191621772 5.4603145793080321 3.5121180564165106 8.5793658867478353 4.2667072787880889 9.9070055843330902 5.8149756779894224 9.8494202271103877 1.2613938567228613 9.7065173313021642 2.5922208731062701 247.72764593968168 3.6793966926634312
leaf_count=56 60 24 16 44 24 137 5 142 48 34 23 27 36 43 20 41 22 19 37 10 44 17 41 34 47 36 32 12 1748 21
internal_value=-0.000124279 0.00207336 -0.00442926 -0.05608 -0.000880089 -0.00358219 -0.0674016 0.022582 -0.000834539 -0.00476311 -0.0680162 -0.0211062 -0.000453708 -0.00479049 -0.0349258 -0.00310502 -0.0400193 0.00388786 -0.000459512 0.00693902 0.000500777 -0.0274244 0.00898101 -0.0258679 0.0295942 -0.0209321 0.0477417 -0.000708557 0.000187308 0.00276629
internal_weight=402.887 266.726 136.161 8.75468 127.406 121.031 4.99573 1.64781 116.035 105.831 6.75034 4.2298 99.081 90.1436 20.1552 15.9004 10.9499 69.9883 64.1203 58.66 55.1479 12.8461 42.3018 15.722 26.5798 7.02391 19.5559 254.304 250.32 5.76251
internal_count=2900 1844 1056 60 996 972 284 147 688 640 84 61 556 520 126 83 63 394 375 338 328 61 267 75 192 113 79 1784 1760 77
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 0 0 2 2 0 1 2 2 2 1 1 1 2 2 0 0 2 1 1 2 2 2 2 2
split_gain=0.333003 0.479853 1.00903 1.08243 0.421901 1.00272 0.865192 1.04382 3.65555 0.694348 3.26566 2.93443 1.75597 1.48032 1.425 1.0401 0.745349 5.54711 1.3372 2.90053 0.757882 1.91709 1.65134 1.38444 1.27244 2.87774 0.638381 0.559913 3.55976 3.20878
threshold=32.785955158400007 0.31728091975000011 0.38185982460000006 0.53136133645000017 34.997818021800008 0.34392682850000006 0.51243974730000008 0.54749857790000023 33.151194885250007 37.064694648750013 0.52975958800000011 0.45976168375000009 36.625813070500008 37.360990606650006 36.072790850000011 0.36597706655000006 0.34193587020000005 0.32600820335000008 41.902916368500009 44.921040431000009 0.4755546241000001 0.47670728420000003 43.57842012870001 0.3447651268000001 0.34479506600000004 42.207998345450008 48.988717865950008 40.166811829450005 40.036761086100007 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8 -9 10 12 -12 14 -11 15 -6 17 18 -15 -20 22 23 24 -22 -18 -26 -21 28 -23 -29
right_child=4 2 3 -5 9 6 7 8 -10 13 11 -13 -14 16 -16 -17 20 -19 19 26 21 27 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.081939847571393137 0.084118000407281707 -0.12717993773828251 0.058285630794495141 -0.10543905900678573 0.024753863195319262 -0.032145795703332335 0.057482779520554576 0.13601014571984654 -0.11883178846465395 0.053653557493564555 -0.1403869539097321 0.043304518125392766 -0.053879057393890512 0.046707102383039378 0.058593763401393634 -0.04252626740659024 0.026992672063322211 -0.13711537673357549 -0.11467679372633251 0.027452940083428815 -0.010427516502215134 -0.0012524785988692905 0.07509526881101819 -0.12060591770004002 0.033310374956993453 -0.12311204278776211 -0.022511738896034268 0.04669190231183383 -0.093851803326137254 0.00013923972546355681
leaf_weight=0.32504304219037239 1.9503726661205281 0.9911507363431159 1.1171309556812046 0.63239572814200062 5.0229890542104894 3.7890685517340881 4.2573809698224068 0.89203439629636738 1.5254063539905471 5.1926116890972471 3.3818129803985348 1.170703688287176 4.4567340975627294 5.1381554594263497 5.405691495165228 4.2350251972675323 8.4683471117168683 3.3166206525638691 2.3294422659091643 6.6821106113493425 2.3268753364682189 72.557495609275065 4.3021833151578894 2.2367546912282705 2.591006215196102 2.1537822717800736 4.1423379927873611 15.87483020161744 4.40345671318937 220.00875076837838
leaf_count=4 8 54 7 103 29 27 14 7 52 36 57 35 28 40 29 26 32 51 105 36 9 426 15 39 33 38 21 76 33 1430
internal_value=-0.000109199 -0.0329407 -0.0465655 -0.000895401 0.000143815 0.018289 0.00601903 0.0276839 -0.0247952 -0.000440668 -0.0170326 -0.0931497 0.00109065 0.000645185 0.0177976 -0.00602304 -0.00012684 -0.0181275 0.00344673 -0.0134516 0.00103453 -8.29168e-05 0.0212847 -0.0644288 0.00376399 -0.0376938 0.00833228 0.000855731 -0.00655071 0.00327221
internal_weight=400.878 3.06572 2.74068 1.74953 397.812 12.4143 10.4639 6.67482 2.41744 385.398 23.673 4.55252 19.1204 361.725 14.6637 9.25801 356.532 21.6087 18.292 13.1539 334.923 317.408 17.5153 4.56363 13.2131 4.74479 10.8244 312.845 76.961 235.884
internal_count=2900 168 164 110 2732 108 100 73 59 2624 204 92 112 2420 84 55 2384 253 202 162 2131 2013 118 48 103 71 57 1965 459 1506
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 0 0 2 1 1 1 0 1 0 0 2 1 2 2 2 0 0 1 1 1 1 1 2 2 2
split_gain=0.351639 1.33978 1.25438 1.21737 1.01773 1.87134 0.908692 1.33056 0.752694 2.45627 0.472682 2.43937 1.15318 1.80144 1.38427 1.1419 1.04046 1.91451 2.30157 2.75612 0.720148 0.652248 2.64016 0.825967 0.646847 6.58797 4.87545 2.29427 3.94964 1.37231
threshold=33.96174662340001 0.49850303880000008 34.542090938800008 0.33960061075000009 0.4992664890500001 0.51700547890000015 0.52029879345000019 33.384956903900012 0.43166372265000008 0.43625939340000008 0.34307356065000005 0.4622167001000001 0.34392682850000006 0.4622167001000001 0.47470135625000004 45.027406014450008 0.32817879705000003 39.468990633150007 41.902916368500009 44.921040431000009 0.39614083410000006 0.47670728420000003 0.34518427590000006 0.34446573455000007 0.35585760905000008 0.35759408400000009 0.34988473400000003 39.56957118270001 40.337496327150006 40.660558922250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -3 -6 -7 8 -8 -10 11 16 -12 15 -15 -14 17 -4 -19 -20 -21 22 -16 -23 26 -26 27 -25 -29 -30
right_child=2 4 10 -5 5 6 7 -9 9 -11 12 -13 13 14 21 -17 -18 18 19 20 -22 23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.013943882549457299 0.051265362121178742 0.11675673637885105 -0.079367146053448245 -0.17823334735894503 -0.15758973150863198 0.11656675483435266 -0.045897799495782113 -0.14465259294041424 0.12780062793719074 -0.11750269414906021 0.057773108582371981 -0.079728473039493597 -0.12000351568691586 0.046586493668520704 0.0082084619503076852 0.012797729667029412 0.072574490623265223 0.067615329769008803 -0.11271636250742907 0.044831898610405818 -0.01070549919206697 -0.067786909573038595 -0.11965712327542018 0.058157398914722019 -0.17083020963288231 -0.00036872115476279055 0.08162749517376934 -0.071920721666163062 0.052568862207351977 -3.9546857100952498e-05
leaf_weight=0.89564639469608553 4.771070468472316 0.68143761157989491 3.0353758614510395 0.90855102916248143 0.76542011648416508 0.6969606578350066 1.1522506074979908 0.59690781647805113 1.3918341025710104 0.57759286649525154 3.4981814175844184 4.5639785528182975 2.0201353756710883 6.462177447974681 5.6150506921112529 0.95288860797882069 1.8356188414618362 4.5840582735836533 2.3539025802165261 3.3941568434238416 7.4807217195630074 1.7602024152874935 2.2666883766651154 6.5767429433763018 2.2898600175976744 229.58921212283894 8.1628297679126245 7.6167318634688845 5.299558423459529 77.02183978445828
leaf_count=38 36 2 33 28 7 2 18 15 8 98 12 40 61 26 29 4 14 31 111 18 41 9 43 23 15 1711 34 39 19 335
internal_value=-0.000111703 -0.0213213 0.000304007 -0.0966762 0.00186972 -0.013241 0.0117813 -0.00785822 0.0182987 0.0558582 -0.00032527 -0.0130234 0.00063815 7.61439e-05 0.000729618 -0.0774392 0.000397679 -0.00595726 0.00655207 -0.0146077 0.00662827 -0.00012635 -0.0285641 0.00053616 0.000893492 -0.00205207 0.00741841 0.00114212 -0.00302714 0.0033472
internal_weight=398.818 7.6666 391.151 1.8042 5.8624 5.18097 4.41555 3.71859 3.12168 1.96943 386.38 27.2478 359.132 355.634 352.661 2.97302 22.6838 20.8482 17.8128 13.2288 10.8749 346.199 7.88174 338.317 336.557 231.879 104.678 96.5149 89.9381 82.3214
internal_count=2900 216 2684 66 150 148 141 139 124 106 2648 288 2360 2348 2283 65 248 234 201 170 59 2257 72 2185 2176 1726 450 416 393 354
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 0 0 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 0 2 2 2 0 0
split_gain=0.315538 1.00472 0.975941 0.646708 1.81666 0.35849 3.51589 1.5808 1.98818 1.401 3.97008 2.18643 1.62112 1.5703 2.08035 4.92656 3.03036 1.82664 1.32395 2.20473 4.32492 1.48344 1.63049 1.29148 3.64728 2.24162 4.26796 3.6488 2.0606 1.45102
threshold=0.64899254515000016 0.65954612140000013 0.59210802070000013 0.57987784795000008 0.50525433370000017 0.44286099220000008 0.43887907550000005 0.55609113500000007 0.56055207925000017 41.558544840500012 40.878805547300004 0.44805544745000009 36.735256530150004 37.663157789700008 40.580626202750004 39.468990633150007 39.039757512550004 38.703421923500009 42.654057868200006 44.710446918150005 0.45976168375000009 42.508878681700004 41.840895355800008 0.4355408521000001 0.55041765215000005 40.259171735100004 41.468518788800004 49.39887334565001 0.56501302355000016 0.55609113500000007
decision_type=2 2 2 2 2 2 2 2 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 23 -7 -9 10 12 -11 -10 -14 15 16 17 -15 21 20 -20 22 -13 24 -1 -26 -27 -28 29 -25
right_child=1 2 -4 -5 -6 7 -8 8 9 11 -12 18 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 28 25 26 27 -29 -30 -31
leaf_value=0.0011142992526662172 -0.12361775725932388 0.045378346680091795 -0.13220120643998232 0.094693661379813429 -0.12945901258257361 -0.062256329242376264 -0.092169331798203621 0.074584606023039041 -0.11053336908362565 -0.070355644755838984 -0.14911985583335066 0.10465029307855267 0.076132463477211101 -0.13581921055492491 0.057117543306843745 -0.15192805742348639 0.071920519184702797 0.010355387848396683 0.0821780235438343 0.032581935634158662 -0.13205340784710254 0.12619342002914372 -0.012361059206788785 0.038255252649041886 -0.12025282611623332 0.058795000227715992 -0.13450649295287362 0.040829978565347376 0.074291644929866757 -0.061031513878003589
leaf_weight=307.90186374378391 0.85737895115744223 1.9334181916201494 0.52258416463155288 0.77878285734914232 0.85804961895337317 3.0543674584478131 4.1780538707971564 4.594314280897378 1.2287469771690727 2.4436903251335051 1.9782311962917436 1.9280636515468383 2.8430196754634407 1.585967499762772 3.809212213382124 2.4753090641461313 3.8754248335026205 1.8545479560270903 1.5110322907567049 14.077661718241869 2.5038943807594478 2.5317264688201249 3.1145595321431756 3.0781507045030576 3.6035414203070095 3.543112710118292 3.915297906845808 1.7031763209961353 5.9187554037198424 2.8208237495273352
leaf_count=1831 51 12 76 9 92 23 33 17 104 24 27 17 27 34 25 40 23 14 5 97 46 8 38 29 73 10 49 25 25 16
internal_value=-9.63673e-05 -0.0251857 -0.00456588 0.0141163 -0.00836368 0.000220405 -0.00100633 0.0076739 0.0117536 0.00570962 -0.0147752 0.0200293 0.000263395 0.00854274 -0.00558612 -0.0299805 0.0112798 -0.0570264 0.0286346 0.0139396 -0.0514266 0.0637362 0.0323786 0.000139237 -0.00105722 -0.0534355 -0.0271541 -0.0813552 0.0326044 -0.00922257
internal_weight=397.023 4.95021 4.09283 3.57025 2.79147 392.073 336.663 55.4098 52.3554 47.7611 19.6505 28.1106 17.6722 16.4435 13.6005 9.79125 7.31594 3.44052 25.6669 18.0926 4.01493 7.57435 5.04262 332.485 320.667 12.7651 9.16159 5.61847 11.8177 5.89897
internal_count=2900 240 189 113 104 2660 2091 569 546 529 294 235 267 163 136 111 71 48 211 148 51 63 55 2058 1988 157 84 74 70 45
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=2 0 2 0 1 2 0 1 2 2 2 2 0 0 1 0 0 2 1 0 2 2 0 1 1 0 2 1 2 1
split_gain=0.42414 1.07051 0.460089 1.74093 1.48355 1.43776 0.869415 0.885308 0.863152 0.885608 1.16825 1.58899 1.53037 1.79168 1.12935 3.14535 2.72469 2.13403 1.49011 4.06779 2.20482 2.12205 1.60898 2.9954 2.85123 3.32687 6.30781 2.09072 1.7701 1.7226
threshold=51.779769178100004 0.61532588845000014 50.065525775750011 0.58182389750000019 0.50064369330000014 49.275256100300005 0.3972336157500001 0.43808568605000003 48.852845034800005 48.461603274950008 47.833738492450003 45.90502654165001 0.58859016195000013 0.48607826115000008 0.46613873835000008 0.58736265385000019 0.58859016195000013 44.710446918150005 0.45772581660000006 0.57600071855000012 40.922041107600009 40.532725462000009 0.56704889075000009 0.45051046375000009 0.4410796084000001 0.55041765215000005 40.878805547300004 0.44805544745000009 42.297164883650005 0.41753240920000007
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 11 14 13 -13 18 -16 -17 -18 19 22 21 -21 23 24 25 29 -27 -24 -28 -1
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 20 -22 -23 27 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00066535689985456085 -0.10844520837548062 0.017501564872422475 0.064919275984302985 -0.14276146635842887 0.029574205013543714 0.0050473804404622099 -0.13516806143996385 -0.024270264591551297 0.029098994428010113 -0.048206252056585158 0.040559258833806344 0.0077137912173624729 0.0047555816060881693 -0.11815052292318254 -0.12708699797118414 0.1701563422772551 -0.043196140507581714 0.072551786410416319 0.040407423530339687 -0.11661930831032263 -0.15975164018578558 0.10446002026582871 0.0026877378975964754 -0.085615598344342458 0.060365168703517713 -0.14301891050666568 0.040852862314310824 0.085856020369769692 -0.045949161598008596 0.023811520614299614
leaf_weight=253.61011338816024 1.2314864746294909 1.4930838728323577 4.0867740474641314 0.91475699283182654 1.1004295246675608 1.5077449455857266 1.7032532002776863 1.2468114430084822 10.196693632751701 3.8337858431041232 7.0029408810660234 1.6680853860452751 3.9933461328037083 3.5125027112662792 2.5919804800068951 0.82699537090957065 7.6163767804391664 2.0140514727681875 9.5685364023083803 0.91884497855789848 2.4156475216150284 0.82309280335903168 7.3635416850447637 4.0128199160099021 7.9728901758790007 4.6486293068155637 4.9134405851364118 5.1272220052778721 4.5017699133604765 32.428785569965839
leaf_count=1517 81 17 25 15 26 8 24 23 45 22 33 20 40 61 64 5 348 9 59 41 22 3 40 32 26 77 17 20 34 146
internal_value=-0.000106506 -0.0394255 0.000166693 0.0274113 -0.0486544 -0.000263972 -0.0567265 -0.0882984 0.000395682 -0.000392434 0.00010632 -0.000679441 -0.0417646 -0.0776238 0.000393301 -0.0284736 -0.00403126 -0.0189893 0.00150678 0.000374499 -0.0979122 -0.0121559 0.00163347 0.000224923 0.00134303 -0.000225019 -0.0477086 0.0368267 -0.000650484 0.00210963
internal_weight=394.846 2.72457 392.122 6.10196 2.01519 386.02 4.45781 2.95006 381.562 371.365 367.532 360.529 9.17393 5.18059 351.355 13.0494 10.4574 9.63043 338.305 328.737 4.15759 1.74194 324.579 312.088 308.076 300.103 14.0638 12.4908 9.41521 286.039
internal_count=2900 98 2802 66 41 2736 55 47 2681 2636 2614 2581 121 81 2460 426 362 357 2034 1975 66 44 1909 1849 1817 1791 128 60 51 1663
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 2 2 2 0 1 2 1 2 2 2 1 0 0 1 2 0 0 0 1 0 1 0 0 1 2
split_gain=0.331766 3.83798 3.12214 2.91817 2.91107 2.22501 3.92614 3.40124 2.99086 2.85647 2.24766 2.15138 1.93754 2.78361 1.82762 5.21609 3.39749 3.39572 6.27632 3.26524 1.78904 2.89742 2.27555 3.48878 7.16347 2.06274 1.91136 1.85088 4.67478 3.70509
threshold=0.39584144190000009 0.39458399450000009 0.39167988980000007 0.53136133645000017 0.3982365797500001 41.792045663550006 41.322103772800006 42.599563320500003 0.53592706805000012 0.4019490434500001 43.19689381845 0.39971857130000005 37.962710038050005 43.740100730350001 44.215931556700006 0.42194844465000009 0.53136133645000017 0.53321756835000012 0.43625939340000008 43.542456167850005 0.57944372925000021 0.62143349005000015 0.55671985870000007 0.42892428370000008 0.54749857790000023 0.41753240920000007 0.56055207925000017 0.56704889075000009 0.45664800455000004 38.938637541200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 6 8 -7 11 -10 -9 -6 -2 -14 15 -12 -16 -18 -19 -17 22 -22 23 25 -25 -11 -24 28 29 -28
right_child=4 -3 3 -5 5 7 -8 10 9 20 14 -13 13 -15 16 19 17 18 -20 -21 21 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.0020672047012468913 0.012215328279685085 0.082850886291264386 -0.12224043143262314 0.017884526703089706 0.0022267635049044716 0.04978755337371038 -0.092898074801728153 -0.057118755376434821 0.12432590741869826 -0.062465562484661868 0.11224409309449053 -0.13910100293842839 -0.13129193413930537 0.012754812956848612 -0.1160811556383634 0.041821599513913794 0.10837570793924096 -0.14512132457150712 0.011093824167638386 -0.097891293425845252 -0.11679471938624764 0.021346222522143757 0.078567519497323379 0.011062492156842581 -0.22195763584669895 0.015135398958735112 0.017733079295583272 0.035405729343332477 0.077450613893630921 -0.14720696675535194
leaf_weight=234.08732824120671 2.720158848911522 5.752088174223899 3.9247751031070939 2.3919885456562042 1.7643395671620954 18.168567550834268 5.6029062073212108 6.2141713260207316 1.7985342442989338 4.2576447245664957 5.4911291599273664 2.7653268352150917 4.5138168483972549 1.9088572561740873 2.5668726474978056 3.8591248490847647 2.8094151616096523 2.9250184413976994 21.306101776193827 2.9526693425141275 3.3785815653391174 2.7575884059187956 5.0904545569792417 3.0413727313280097 2.329966489225626 17.523519438691437 2.3259240649640578 12.005188809591344 2.9039516015909612 3.2859157510101795
leaf_count=1373 20 23 58 20 11 109 54 67 4 32 16 35 48 18 72 23 6 37 230 38 148 168 28 15 32 71 22 85 11 26
internal_value=-0.000114695 0.00212664 0.000195171 -0.0691789 -0.00388669 -0.000243878 -0.0125673 0.0129231 -0.00566712 0.000182449 -0.000994387 -0.0840528 -0.0585216 -0.0884804 0.00732734 0.0397223 -0.00613392 0.00430302 -0.00776342 -0.0187389 -0.00360831 -0.0547143 0.00233505 -0.0178341 -0.0900164 -3.3548e-05 0.0237178 0.0101117 -0.0255468 -0.0788447
internal_weight=392.423 246.156 240.404 6.31676 146.267 137.124 70.8312 66.2931 65.2283 60.6986 48.1245 4.52967 9.14283 6.42267 41.9103 12.3029 29.6074 27.0405 24.2311 6.81179 58.9001 6.13617 52.7639 27.1525 5.37134 21.7812 25.6114 20.521 8.51579 5.61184
internal_count=2900 1474 1451 78 1426 1340 742 598 688 642 489 46 86 66 422 77 345 273 267 61 638 316 322 150 47 103 172 144 59 48
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 2 1 1 1 0 0 1 0 1 1 0 2 2 1 2 0 1 1 0 0 1 0 0 0
split_gain=1.0803 0.656042 0.478633 1.24352 1.92882 1.4508 0.485701 0.485331 1.63749 0.615434 0.420975 2.73322 2.25409 2.88097 2.53337 3.45304 3.37798 2.36479 2.46917 2.52987 2.24828 2.12941 1.82732 8.64928 3.03471 2.7911 1.8205 2.75205 2.24978 4.17416
threshold=0.30560462260000004 0.31063441215000004 0.42646926740000007 0.41155953415000007 35.818873074050011 48.919835655300012 48.461603274950008 0.32272985840000007 0.33263974130000007 0.32600820335000008 0.52324780695000006 0.52266399210000014 0.39388042275000007 0.54191491270000014 0.39584144190000009 0.39971857130000005 0.53484925600000011 38.238138001450004 40.036761086100007 0.38398550940000004 38.115457128050004 0.52772372085000019 0.40367054880000008 0.41640968835000008 0.53321756835000012 0.53839705400000015 0.38906020780000011 0.51929582950000019 0.50579323975000012 0.50356276755000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -4 9 -9 11 26 13 17 -14 16 20 -12 -19 -20 -16 -17 -23 -24 -25 -26 27 28 29 -10
right_child=1 2 7 4 -6 -7 -8 8 10 -11 12 -13 14 -15 15 21 -18 18 19 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10510818433536802 0.038293998424006992 0.074711710837031722 0.032149024948790579 0.016470318827294838 -0.14466392578697371 -0.051175917440093303 0.0025758204312108257 -0.026451776252246612 0.00118202230797948 -0.11780573548584261 -0.1377949066837961 0.069070752620329079 0.054135580215130943 0.053545453817103239 -0.013744803454019884 0.097988668452312022 0.021168810077142428 0.03890588538557635 0.0092322621868586013 -0.11436729883905002 -0.13137268653684145 0.04480055877783401 -0.12230542848870336 0.10665540486642143 -0.11097888404087441 0.0028466494783979815 -0.042297380640879484 0.067507051507695662 -0.033477325140032231 0.074229914573365946
leaf_weight=0.97768090409226616 4.4552719602361313 2.1042568653356271 4.7148114144802085 1.3036664796527477 1.7269482058472929 2.9138538911938667 1.6774878948926923 1.408958796411752 155.20830628369004 1.5472753942012785 2.9342873599380246 6.1662556463852516 8.3219273556023818 2.7694296282716087 2.3711623176932317 2.2703862306661895 3.8118874048814178 3.0776777639985067 2.6377861797809601 4.4493218869902194 5.1630169525742531 8.5945456400513631 5.7755007441155604 2.7642528021242461 2.1983014829456797 107.49947138922289 9.070341522106899 6.4994978830218306 16.885357836261392 8.2378514856100065
leaf_count=91 36 40 23 17 49 15 6 9 772 32 26 24 41 17 21 26 25 13 18 47 55 38 71 14 17 1092 101 27 103 34
internal_value=-0.000122782 0.000141379 -0.000301159 -0.022202 -0.0753495 0.00185411 0.042714 0.000267817 -0.000138807 -0.0742659 0.000458774 0.00351712 -0.00329485 -0.0391218 0.000526604 -0.00264986 -0.0555415 -0.0587136 -0.0358851 -0.0683642 -0.0943528 0.00199848 0.000280182 -0.00295595 0.00317326 0.000565629 0.00145373 0.00357778 0.00127364 0.00486371
internal_weight=389.537 388.559 384.104 9.72621 3.03061 6.6956 3.78174 374.378 369.663 2.95623 366.707 202.068 164.639 15.8685 148.77 140.449 11.3461 13.0991 10.1648 7.08711 7.53418 129.102 126.832 118.238 112.462 109.698 195.901 186.831 180.332 163.446
internal_count=2900 2809 2773 127 66 61 46 2646 2623 41 2582 1061 1521 121 1400 1359 101 104 78 65 76 1258 1232 1194 1123 1109 1037 936 909 806
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 1 2 1 1 1 0 0 2 0 2 1 2 1 0 1 2 0 2 2 2 2 0 1
split_gain=0.339459 0.868125 0.854108 0.519337 1.5727 0.366198 0.658607 1.78591 0.950074 1.9871 3.5716 0.845728 2.01647 1.8236 1.76525 1.92827 3.0127 0.890772 0.652692 1.23149 0.617376 2.00375 1.64329 3.91527 1.81474 1.62608 3.09463 0.532785 1.61794 2.20492
threshold=0.64899254515000016 0.65954612140000013 0.59210802070000013 0.57987784795000008 0.67036915065000013 50.264779514000004 48.680511450650009 0.45280081435000008 48.988717865950008 0.31100865245000009 0.39458399450000009 0.47976108500000009 0.59665878265000016 0.63075955810000017 45.027406014450008 0.59879943715000017 37.511241581900002 0.47277027635000007 51.307674290650006 0.48363821445000005 0.45612406815000006 0.34193587020000005 41.902916368500009 0.39614083410000006 44.921040431000009 39.468990633150007 35.818873074050011 44.527357125550004 0.54191491270000014 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 -3 6 11 8 -8 -10 -11 17 -13 14 15 -14 -17 20 -7 -20 21 22 25 24 -24 26 -1 -22 29 -29
right_child=1 2 -4 -5 -6 18 7 -9 9 10 -12 12 13 -15 -16 16 -18 -19 19 -21 27 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.031738204329621482 -0.12248312018276111 0.040662575424232142 -0.13190024074360326 0.082954001998293947 -0.12376819703490005 -0.067861837138206302 0.028424366283729352 0.081256419207874769 0.034774862581428916 -0.16701419124927067 0.028959111744746371 -0.1234033040859684 0.12240696394458313 -0.13192643608966592 0.12500794077477881 0.093560547519996054 -0.123288219113382 0.050448313193126905 -0.10509478185363447 0.030417724801429527 0.0018705224072191129 -0.11771095916982471 -0.10407191621824791 -0.13760148589632412 0.082036658887334149 0.062679560665448816 -0.14960562498313507 0.0071606498404552981 0.023982207894146342 -0.071408042273613664
leaf_weight=3.1292588543146866 0.78902652463875611 1.8627613882999878 0.48492034384980787 0.75809641601517785 0.84578165679704387 2.1863534739240995 7.2672927826643008 3.695101059973239 3.1724448800086975 1.9367748834192755 1.7889687297865746 1.8718615395482618 0.81003465969115529 0.93877397663891304 1.2108357846736906 0.9539795815944675 1.9508377527818082 3.5189870399190104 0.86124313855543766 3.0296965893357992 309.54866526875412 1.8315958741586644 0.70826018624938969 2.6233913181349635 2.0132484249770641 4.4280184535309672 1.3457086961716411 6.8351202905178088 7.2883154153823844 7.4814664609730244
leaf_count=49 51 25 76 9 79 27 27 13 13 20 20 43 5 44 3 27 84 46 66 36 1691 71 79 54 10 32 23 48 39 90
internal_value=-0.000121491 -0.0267167 -0.00759451 0.00979362 -0.0106833 0.000208184 0.000601412 0.0193431 0.0031928 -0.0233888 -0.0729148 -0.000332333 -0.0330371 -0.00419332 0.020151 -0.0140266 -0.0520723 0.000389016 -0.0241433 0.000422602 -0.000118304 -0.019254 -0.00659709 -0.050428 0.0336028 0.0197167 -0.0227954 0.000810846 -0.0143719 -0.0338973
internal_weight=387.167 4.74059 3.95156 3.46664 2.70854 382.426 376.349 17.8606 14.1655 6.89819 3.72574 358.488 7.73632 5.86446 4.92569 3.71485 2.90482 350.752 6.07729 3.89094 347.233 16.0795 14.2479 5.3449 2.72151 8.90299 4.47497 331.154 21.6049 14.3166
internal_count=2900 240 189 113 104 2660 2531 93 80 53 40 2438 206 163 119 116 111 2232 129 102 2186 318 247 143 89 104 72 1868 177 138
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 0 1 2 2 0 1 0 0 1 1 1 2 0 2 2 0 2 2 0 2 1 1 1 1
split_gain=0.383385 2.37393 1.07799 1.44999 0.819073 0.533854 2.7877 2.2312 1.88758 1.57342 2.12839 1.37531 1.75258 2.30416 1.58023 0.842878 1.12438 1.30839 0.535176 1.94045 2.08231 0.816112 0.376336 3.01564 1.57421 1.36555 1.74232 2.40312 1.42664 2.20041
threshold=0.39672464895000009 0.37331217625000007 49.110028829250005 48.315732392000008 0.31100865245000009 48.988717865950008 0.55671985870000007 0.3979222179000001 48.852845034800005 50.264779514000004 0.47648274005000008 0.45280081435000008 0.61802041855000012 0.66697104880000013 0.48627286610000009 0.49994012155000006 0.50525433370000017 45.027406014450008 0.43780126340000008 41.678468725050003 39.468990633150007 0.42314601355000009 43.19689381845 43.082598263550004 0.50356276755000018 43.542456167850005 0.34527409360000011 0.3465914194000001 0.35877668335000007 0.3982365797500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -8 15 -7 -11 -9 14 -14 -13 18 -17 -18 19 20 21 -6 23 -20 -25 -24 -27 -28 -29 -30
right_child=4 2 -4 -5 5 6 7 11 -10 10 -12 12 13 -15 -16 16 17 -19 22 -21 -22 -23 25 24 -26 26 27 28 29 -31
leaf_value=0.12409435972733636 0.051125270913207468 -0.11020557407349151 -0.13651537980299441 0.0085410054499756114 -0.12413682434551716 -0.15686308203712462 0.15098460805191605 -0.11363653125204332 0.056399094592583188 0.13487341902273761 -0.11511576328874702 0.085043115467810459 -0.14342486486991129 0.062033065282173554 -0.026265053742620233 -0.12841616021143953 -0.10167835012922566 0.04268156335147754 0.00057885864899041438 -0.11607167249227011 0.072726715700572944 -0.0064928028960668229 0.035677373942098342 -0.12737937514344305 -0.018887269293388801 0.046326437502417855 -0.072457171596034653 0.063088306733177293 -0.040429524556415158 0.01336544120851945
leaf_weight=0.94378378428518672 3.144221111200749 1.4605559001211075 1.0892476588487623 3.4745985940098763 1.0859698378480964 1.9422510303556912 0.97286942601203819 1.0921912891790251 5.9600338265299788 0.55374020338058449 0.88469221163541079 3.0472885295748711 1.4464462874457242 0.87666552676819254 2.1936121908947825 1.1748280898900696 1.0008726981468501 1.6845024912618098 277.61962616018718 1.8145905684214083 2.3339858725667 1.2902831789106128 13.654280504211782 2.7791295107454053 2.5780898109078407 6.9465015996247521 5.0481315143406382 3.3733664229512206 11.584156765602527 22.127988618798554
leaf_count=12 26 112 10 12 45 24 6 31 21 1 51 14 21 40 38 35 229 35 1624 48 18 10 65 25 17 31 32 11 105 151
internal_value=-0.00012968 -0.0233727 -0.046475 -0.026602 0.000298552 -0.000127534 -0.0200302 0.00739811 0.000587627 -0.0981531 -0.0188797 -0.00873956 0.00640684 -0.0658918 0.0384544 -0.000346497 -0.0468205 -0.0111232 0.000162818 -0.0282101 0.00563808 -0.0602572 0.000698318 -0.000855174 -0.075169 0.00770567 -7.61673e-05 -0.00772649 0.00108475 -0.00511957
internal_weight=385.179 6.96819 6.0244 4.93515 378.21 375.066 13.0098 9.62907 362.056 3.38068 1.43843 8.6562 7.56401 2.32311 5.2409 356.096 3.8602 2.68538 352.236 6.52483 4.71024 2.37625 345.711 282.977 5.35722 62.7344 49.0801 42.1336 37.0855 33.7121
internal_count=2900 146 134 124 2754 2728 226 150 2502 76 52 144 113 61 52 2481 299 264 2182 121 73 55 2061 1666 42 395 330 299 267 256
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 0 2 0 0 2 2 0 0 0 0 1 1 0 1 0 0 0 2 2 0 0 2 1 0
split_gain=0.324743 1.92929 0.966479 1.31705 0.666586 0.458731 2.4545 1.56421 1.52834 2.03709 1.42607 1.35697 1.88191 0.788929 1.10942 0.780062 1.48254 1.47923 0.972789 1.33424 1.39711 1.64635 1.09223 0.971817 0.779874 0.464396 1.90232 1.58044 0.360432 3.1542
threshold=0.39672464895000009 0.37331217625000007 49.110028829250005 48.315732392000008 0.31100865245000009 48.988717865950008 0.55671985870000007 48.852845034800005 0.61802041855000012 0.66697104880000013 50.264779514000004 50.264779514000004 0.47648274005000008 0.61180802970000014 0.5810754169000002 0.63514565435000014 0.49703601690000004 0.49901200560000009 0.61802041855000012 0.47777012665000013 0.59665878265000016 0.59879943715000017 0.6166282446500001 48.315732392000008 43.45354240915001 0.43780126340000008 0.41197868325000003 39.995120105550008 0.33263974130000007 0.4447920721000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 15 10 -10 -8 -7 -13 14 -12 18 -17 -18 19 25 -21 -22 -23 -19 -20 26 -6 -28 29 -27
right_child=4 2 -4 -5 5 6 8 -9 9 -11 13 12 -14 -15 -16 16 17 23 24 20 21 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.10916439584016135 0.046200258417512872 -0.10929026236704323 -0.132126591295256 0.0077123438497062524 0.10240022765427746 -0.15162047550859234 0.08048452887530172 0.051858941424516192 -0.13798456945680518 0.055781782436261466 0.0084929862957339331 0.13047332394216807 -0.11373486975806629 0.060966606746877164 -0.12245684688514941 -0.12881245280064971 0.13430061599509577 -0.11941934211228905 0.014869038220371554 -0.12094992179836242 0.11145875758532663 -0.11486779439214739 0.071034486822768778 0.028658207333503993 0.10308902630625767 0.065659185770165593 -0.0026975973343774484 -0.11323878327535537 0.0011098710219787666 -0.12368250222810236
leaf_weight=0.96437563467770715 3.1321221659891298 1.3320702009368686 1.0166235864162443 3.4637398943305016 0.96399095887318154 1.8150427443906658 3.1082251220941526 5.8401371575891963 1.421798794064671 0.87738294270820905 1.8082979107275612 0.51705956459045388 0.80972567247226834 1.1169112771749494 1.0073942160233853 1.3647400970803567 0.62311600521206889 0.87969854671973713 2.7160367777105412 1.8645285201491777 0.80094096809625659 1.1608875164529306 0.43426973267924029 0.89323121309280396 1.5878854673355816 1.7224979400634759 2.9985018256120384 2.2744802115485072 333.01281058881432 1.798448361456394
leaf_count=12 26 112 10 12 25 24 19 21 22 40 26 1 51 12 31 30 2 185 52 47 5 76 6 7 7 7 42 54 1902 34
internal_value=-0.000130621 -0.0218268 -0.0435604 -0.024786 0.000259848 -0.000125487 -0.0189731 0.0005263 0.0067462 -0.064042 0.0298621 -0.0954315 -0.0185648 -0.0101485 -0.0383581 -0.00031795 -0.0456195 0.00176551 0.00016697 -0.000419028 -0.0560348 -0.00552088 -0.0642573 -0.0448154 0.0474168 0.000272273 -0.0267654 -0.0503791 0.000773362 -0.0310538
internal_weight=383.327 6.77681 5.81243 4.79581 376.55 373.418 12.4818 360.936 9.34001 2.29918 7.04083 3.14183 1.32679 3.9326 2.81569 355.096 3.76079 2.39605 351.335 347.031 4.26063 2.3961 1.59516 1.77293 4.30392 342.771 6.23697 5.27298 336.534 3.52095
internal_count=2900 146 134 124 2754 2728 226 2502 150 62 88 76 52 69 57 2481 224 194 2257 2198 134 87 82 192 59 2064 121 96 1943 41
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 2 2 2 2 0 1 1 0 0 0 2 0 1 0 1 0 1 0 0 2 2 0 2 2
split_gain=0.285765 2.79905 2.53808 2.64808 2.23859 2.38539 1.697 1.64471 3.07968 2.90298 2.36753 2.39427 2.15702 1.94883 3.14071 2.78412 2.77929 1.79759 5.61012 1.77497 2.36074 1.52579 2.92135 1.42654 2.64335 1.88842 2.83841 3.85896 1.54026 1.42297
threshold=0.39584144190000009 0.39458399450000009 0.39167988980000007 0.53136133645000017 0.3982365797500001 0.53781323915000012 38.386256906100009 41.792045663550006 41.322103772800006 42.599563320500003 0.53592706805000012 0.4019490434500001 0.39971857130000005 0.52366695610000014 0.53592706805000012 0.54191491270000014 44.611732354850012 0.55754318735000019 0.44805544745000009 0.54475913895000005 0.44805544745000009 0.57357564145000006 0.47536001915000009 0.57944372925000021 0.62143349005000015 40.823855932350007 40.036761086100007 0.55671985870000007 37.572218886150004 36.82350895510001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 10 21 12 -12 -6 -11 16 -16 -15 -17 -19 -10 -21 -9 -23 25 -25 26 28 -28 29 -13
right_child=4 -3 3 -5 7 -7 -8 9 19 13 11 23 -14 14 15 17 -18 18 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0019267099738708615 -0.018336002597892479 0.071311730286102146 -0.12021571706889578 0.017768063070038826 0.009532020417192557 0.039368763871970705 -0.12366731264671112 0.062492832271782109 -0.0040398481962142709 -0.11256073491013466 0.12048437858239665 -0.012989119252387866 -0.13537601343056252 0.11908710427568912 -0.11256298859172352 0.046699139703710257 0.0038432414717128023 -0.11133199816861404 0.007152683982762126 -0.19509553662246676 -0.032893901706388264 -0.078333322222961355 0.086425825767147246 -0.11525243104131798 0.022590959489888415 0.038962354326507465 -0.116515165865541 0.012509836841460906 0.017802100718810599 -0.12775049882667586
leaf_weight=229.89982619695365 2.4800963662564737 5.681163032539188 3.4801925625652066 2.3166684247553349 1.7230325993150462 2.0996922235935926 3.9908568523824215 13.27175895124674 1.8874367829412211 1.5464494021143753 1.6115660071372975 5.3655205401591983 2.543784623965621 3.8502346705645305 2.5303568057715884 5.8180168906692407 4.5842866403982043 4.8981049507856396 21.702871569432318 2.0340636447072034 1.6055807177908716 2.43985491991043 1.9254766256781293 2.9889912598882793 2.6024417856824584 10.950910385698078 4.9687282219529134 4.3452077154070139 25.14008417353034 1.3528748704120515
leaf_count=1373 22 23 58 20 11 14 50 50 9 47 4 83 35 10 17 31 55 64 265 15 30 18 41 148 168 38 27 23 130 21
internal_value=-0.000135138 0.00195077 0.000278914 -0.0650716 -0.00372489 -0.0532459 -0.0832974 -0.000501907 -0.0111346 0.0112444 -0.0049117 0.000262835 -0.076859 -0.00225122 0.00168085 -0.011537 0.0564504 -0.00365174 -0.0146642 -0.0827336 -0.123542 0.0456242 -0.00566075 -0.0030941 -0.0510955 0.00205515 -0.00776131 -0.0563214 0.00643541 -0.0360985
internal_weight=381.636 241.378 235.697 5.79686 140.258 8.57065 6.47095 131.688 69.1202 62.5674 63.5931 59.3263 4.26682 44.9303 43.3839 34.9494 8.43452 32.419 26.601 5.52708 3.63964 17.6371 4.36533 57.7148 5.59143 52.1233 41.1724 9.31394 31.8585 6.7184
internal_count=2900 1474 1451 78 1426 86 72 1340 742 598 688 642 46 489 442 377 65 360 329 54 45 109 59 638 316 322 284 50 234 104
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 0 0 2 2 1 2 0 2 0 2 0 2 2 1 0 0 2 2 0 1 2 0 0 1
split_gain=0.284188 0.608103 0.783849 0.818395 0.846008 0.900859 0.288195 1.57441 0.870321 1.19427 0.529692 0.394536 2.24471 1.81396 1.26628 1.15988 1.68288 0.781309 1.27629 0.67335 1.56764 1.46533 1.38568 1.27468 2.52692 0.695581 0.550505 2.06361 2.5614 3.7911
threshold=0.64899254515000016 0.65954612140000013 0.50525433370000017 48.461603274950008 0.59210802070000013 0.57987784795000008 0.39672464895000009 0.37331217625000007 49.110028829250005 48.315732392000008 0.31100865245000009 48.988717865950008 0.55671985870000007 48.852845034800005 0.5810754169000002 50.264779514000004 0.47648274005000008 52.781270016900002 49.700765821350011 0.47976108500000009 0.59665878265000016 0.63075955810000017 45.027406014450008 37.511241581900002 0.59879943715000017 0.47277027635000007 44.527357125550004 0.54191491270000014 0.53321756835000012 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 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 -4 7 -1 9 -9 -8 13 15 19 -14 -13 -17 18 -16 25 -21 22 23 -22 -25 26 -12 28 29 -28
right_child=1 2 3 -5 -6 -7 10 8 -10 -11 11 12 14 -15 17 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.096364654735933239 -0.11582085103209823 0.037979437972749254 -0.10384410831812273 -0.13356128731012895 -0.15110989600114422 0.12021813934505839 0.041556309776811136 -0.10846584107491181 -0.12841974104538173 0.0067742833661131527 0.0010950753616559023 -0.14695981926467816 0.050863558001908761 0.057638938459462219 0.014309009436139584 0.1266943317239603 -0.11315880038993105 0.035311882892604965 -0.12514315310614305 -0.11945630403110125 0.085955513912437692 -0.12698790979426372 0.11941777745998866 0.097532063019250229 -0.1223045300961503 0.045118585257194789 -0.045431205324072077 0.02616430833772514 -0.1470311060500788 0.098031678705573111
leaf_weight=0.98035291861742635 0.63780072965891932 1.7624364653602245 0.26067838043672942 0.77612643153406669 0.27748378162505105 0.57578919944353402 3.1200941889546803 1.2161521656671537 0.94645170867443074 3.4514014273881912 315.9245691356482 1.6962674707174286 3.7738066725432873 5.5168320164084426 1.2125865556299693 0.48036238551139809 0.74807736021466553 1.2299538841471074 1.4305792418308554 1.5566207221127104 0.93283239484299008 0.82821901573333878 1.0309571474790571 0.76974368747323785 1.6302576940506694 3.4529512990266076 10.950146784074606 7.9783756285905829 1.847648438066243 2.2144981678575268
leaf_count=12 51 12 74 49 49 5 26 112 10 12 1838 24 37 18 9 1 51 18 36 43 27 44 3 5 84 46 127 42 17 18
internal_value=-0.000135516 -0.0257265 -0.00999428 -0.0547282 0.000197358 0.0503909 0.00015733 -0.0205633 -0.040982 -0.0232521 0.000528304 0.000177786 -0.018859 0.000745273 0.0096385 -0.0933685 -0.0193679 -0.0305295 -0.0611677 -0.000153775 -0.0314343 -0.00504435 0.0180997 -0.0132413 -0.0517971 0.000462815 7.85065e-06 -0.0149322 -0.0367731 -0.0212985
internal_weight=379.21 4.29031 3.65251 1.89008 1.11395 0.836468 374.92 6.59436 5.61401 4.66755 368.325 365.205 10.5716 354.634 7.64693 2.92471 1.22844 3.87312 2.64317 349.117 6.74863 5.19201 4.36379 3.33283 2.4 342.368 338.915 22.9907 15.0123 13.1646
internal_count=2900 240 189 177 128 79 2660 146 134 124 2514 2488 176 2312 100 76 52 63 45 2294 206 163 119 116 89 2088 2042 204 162 145
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 0 0 2 1 1 2 1 0 2 2 2 1 1 1 2 1 0 1 1 2 0 0 1 1 0
split_gain=0.265722 1.28174 1.14078 1.08694 0.859257 1.43747 0.803342 1.17215 0.664613 1.88169 0.376659 0.317223 2.23737 0.484945 2.07601 3.55466 3.744 2.08918 1.79755 1.16161 3.33264 1.25039 2.22114 2.26403 1.11353 0.561886 1.94172 4.24466 3.4598 1.99669
threshold=33.96174662340001 0.49850303880000008 34.542090938800008 0.35394149875000008 0.4992664890500001 0.51700547890000015 0.52029879345000019 33.384956903900012 0.43166372265000008 0.43625939340000008 32.483642351600004 0.34193587020000005 0.4622167001000001 37.020641110850008 36.514114975300011 36.372781240150012 0.38780276035000005 0.36927038110000004 0.38733870245000007 37.858673296900008 0.37668033890000002 0.54384599265000022 0.42274183410000005 0.45280081435000008 34.997818021800008 0.47577916830000005 0.47727612945000003 0.34500464060000008 0.34524415440000006 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 8 -8 -10 -1 12 -4 14 15 16 17 -13 -16 20 -15 -22 -23 -24 -18 -21 27 -27 -29 -28
right_child=2 4 11 -5 5 6 7 -9 9 -11 -12 13 -14 19 18 -17 24 -19 -20 25 21 22 23 -25 -26 26 29 28 -30 -31
leaf_value=-0.10562747361697931 0.049943773354592533 0.11477992460951905 -0.0014557205947456295 -0.20840866590645879 -0.13329730206577414 0.11524583186503352 -0.041617742354223386 -0.14169377278791243 0.118236785142146 -0.11734340034576962 0.013521966870444511 -0.022449814057651327 -0.10855740889454496 0.091235090923083628 -0.13229441740989917 0.11808325760558672 0.0048926527703132116 0.074825517152094664 -0.019045497813000353 0.017662828231948775 -0.047417820817588774 0.13828610681716222 -0.12919370131232194 0.045569279558285207 -0.12569722197991248 -0.1171869509082598 0.040867401454740687 0.076072664699456824 -0.049704064127558713 -0.00099639768096929874
leaf_weight=0.46523052547126897 4.559080825012642 0.62112087011337269 19.666081399656836 0.56879451870918263 0.7928034234791993 0.6560213267803191 1.0927730472758419 0.53367166512180109 1.3158522639423607 0.45674331171903748 0.61743247881531715 5.0805049524642545 2.1652517113834611 5.3875939659774295 2.3677894843276581 2.3518264633021309 0.83093704469501917 3.904767706990242 3.4346237565623596 17.062606422696263 4.2740400210022909 1.3014138564467428 1.1484153489582243 2.0909613850526512 3.04844890977256 4.5120467394590369 11.902139440178869 3.6899700295180065 5.3693802058696747 266.27389356109779
leaf_count=42 36 2 246 17 7 2 18 15 8 98 7 30 30 20 15 12 17 13 42 126 27 3 24 33 69 30 41 15 48 1807
internal_value=-0.000137361 -0.0192722 0.00023046 -0.0964808 0.00404225 -0.0101457 0.0139316 -0.00562228 0.0197209 0.057535 -0.0376777 -0.000389026 -0.0120782 0.000352736 -0.0143654 0.00504158 -0.0156239 0.0198235 -0.065259 0.00131047 0.0292735 -0.00859717 0.0279429 -0.0163872 -0.0977258 2.44213e-05 -0.00100715 -0.0379421 0.00152614 0.000794802
internal_weight=377.542 7.12044 370.422 1.65146 5.46899 4.84787 4.05506 3.39904 2.86537 1.7726 1.08266 365.863 21.8313 344.031 21.0189 15.2165 12.8647 8.98527 5.80241 323.012 14.2024 8.81483 4.54079 3.23938 3.87939 308.81 291.747 13.5714 9.05935 278.176
internal_count=2900 216 2684 66 150 148 141 139 124 106 49 2648 276 2372 198 141 129 43 57 2174 107 87 60 57 86 2067 1941 93 63 1848
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 1 2 0 0 1 1 0 2 2 1 2 2 0 1 1 1 0 2 1 1 1 0 1 0
split_gain=0.264707 2.56702 1.94308 8.23235 4.61868 4.15896 1.89462 1.37911 1.36671 0.80692 2.12054 1.52176 1.02595 2.6945 2.96083 1.92733 1.81322 2.55734 1.87991 0.92146 2.23144 1.27794 2.9532 4.2201 1.42015 1.89886 7.14977 3.33547 3.64068 2.02679
threshold=43.19689381845 42.773538294100007 0.34632196640000007 0.50356276755000018 0.51818807820000012 0.47997065955000012 0.34458549145000011 43.245737185650007 0.54317236010000014 0.58859016195000013 0.47777012665000013 0.49242537650000007 0.56639022785000004 38.938637541200009 33.151194885250007 0.43967246490000006 42.406961525800007 39.468990633150007 0.57703362175000017 0.46208197360000008 0.45051046375000009 0.43808568605000003 0.55041765215000005 40.878805547300004 0.42552618185000007 0.40621538280000008 0.41753240920000007 0.53592706805000012 0.39772761295000009 0.52898116820000018
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 -5 6 -3 -2 -6 12 -11 -12 19 14 -14 -15 17 -17 -19 20 21 22 24 -24 25 27 -27 28 -1 -30
right_child=7 2 3 4 8 -7 -8 -9 -10 10 11 -13 13 15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0026212217019895255 0.079854059472175637 0.021048706291798822 -0.23170187945349438 0.094274887543954633 -0.15038091774209084 0.048587958648359748 -0.13738629182877179 0.0025834908246607797 -0.034262509826665226 -0.11537356650797437 0.041443620434646194 -0.1019024119092805 0.091140535817035351 0.09512524190645319 -0.123526247755184 0.07080265218914987 0.079589322047023514 -0.10421927591245149 0.013288296275245895 0.048102369145376564 -0.075780906710715981 0.043508894235259318 -0.13916466098437483 -0.0025273088299263193 0.042352644067139268 -0.15004542688736433 -0.00039053071358521922 0.065079971619926222 -0.014187012041551303 -0.14222338936448253
leaf_weight=176.61999559972901 2.3728964254260054 1.0822952997405102 2.3506597047671658 2.4774117916822433 1.5953712370246647 5.6022799611091614 2.4942138642072678 86.829195123864338 2.779680646606721 2.13918826682493 3.1248088047723286 0.97062224335968483 0.90496204176452311 4.584394887089732 2.2155034340685233 2.8033226169645769 3.4425340853631488 2.7833062373101711 2.6651167515665293 3.9108449518680564 3.9076270069926968 6.6848785532638422 3.6842413023114187 5.8488011918962002 8.2001458667218667 3.939355417154732 16.834886435419321 8.2966068461537343 2.2667401582002631 2.7198432851582766
leaf_count=1017 11 22 24 9 18 18 37 803 37 68 37 235 32 12 56 12 12 24 20 15 33 26 70 30 34 42 68 29 23 26
internal_value=-0.000118881 -0.00159803 -0.0377509 -0.0702204 -0.014826 -0.0051953 -0.0894419 0.00463899 -0.0766053 0.000876606 -0.0346791 0.00747043 0.00172169 0.0238521 -0.061271 0.0401694 0.0186255 -0.00680785 -0.04674 -4.5647e-05 -0.0008335 0.000412234 -0.000849073 -0.0553336 0.00152396 -6.52054e-05 -0.0287691 0.00307483 0.000242153 -0.0840222
internal_weight=376.132 286.93 18.3819 9.20312 6.85246 9.17879 3.57651 89.2021 4.37505 268.548 6.23462 4.09543 262.313 19.3991 3.12047 16.2787 11.6943 8.25175 5.44842 242.914 239.003 235.095 228.411 9.53304 218.878 210.677 20.7742 189.903 181.607 4.98658
internal_count=2900 2086 165 88 64 77 59 814 55 1921 340 272 1581 168 88 80 68 56 44 1413 1398 1365 1339 100 1239 1205 110 1095 1066 49
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 0 0 0 1 1 1 1 0 1 2 1 0 2 2 2 2 1 1 0 2 1 1 2 1 0
split_gain=0.242906 3.92142 2.4459 1.86487 2.00225 1.66622 1.23094 1.16937 2.60775 2.84851 0.995716 0.976746 0.826194 1.83573 0.881015 0.928998 2.83067 0.977877 0.799012 4.51625 3.85133 2.98112 2.78258 6.67119 3.73249 2.32397 4.32879 2.23249 2.03731 1.73073
threshold=0.47886290830000006 0.47814436690000012 40.259171735100004 0.34458549145000011 0.34503457980000002 0.47943175355000006 0.47727612945000003 0.47577916830000005 0.34500464060000008 0.34524415440000006 0.34536391125000004 0.34512439750000007 0.47305469895000007 0.3447651268000001 49.49736495185001 0.34307356065000005 0.4622167001000001 35.131296350900008 41.24714903835001 41.134354310300004 41.532441862050007 0.34542378970000004 0.35585760905000008 0.48543456785000005 40.982542372850013 0.3459626957000001 0.34620220950000008 41.322103772800006 0.34575312120000007 0.50356276755000018
decision_type=2 2 2 2 2 2 2 2 2 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 12 -9 -10 -8 -7 14 -14 15 17 -17 -1 19 22 27 -22 -13 -24 -25 28 -27 -20 -23 -29
right_child=3 2 -4 4 5 11 10 8 9 -11 -12 18 13 -15 -16 16 -18 -19 20 -21 21 25 23 24 -26 26 -28 29 -30 -31
leaf_value=0.0587310780970553 -0.084926550102777443 -0.01329025933392091 -0.12910078894893004 0.046397739534899479 0.051797043111484337 -0.06896935904893696 0.0037341305003229493 -0.089259710296702321 0.07008233462222771 -0.045044396144735904 0.052351245736647449 0.043587816252154937 0.056754222661757198 -0.030939036837743503 0.067613479204568935 -0.12575144439132313 0.017658997593617689 -0.0072747660390790232 -0.0097770299022270548 0.089102499811795632 -0.091163396931999929 0.006956273975790437 -0.20176244225206658 0.00209825416270672 -0.10896866307002014 -0.14510251346207706 -0.00068529350041327561 -0.17871103508859681 0.082828067118495677 -0.063356772363210592
leaf_weight=2.5036601054016598 2.4920551981776944 3.4358465149998656 3.8865218553692102 9.7930664457380754 6.1687907353043547 2.0831614434719077 9.3906026780605334 4.8733405866660169 3.6194556783884746 5.2905384646728635 7.6400145888328543 13.858335774391888 7.0708530656993371 3.6037717014551163 1.5838008075952519 2.4658436991740009 3.115072057582438 21.68325441412162 3.8832461953861621 6.1247061513131476 3.5713580027222624 8.3440702334046346 1.6780319940298785 111.41855729641975 3.1101856802124521 2.1166249439120284 106.90185668878257 2.15375617146492 6.1459276452660552 3.2836791577283293
leaf_count=47 17 14 36 33 21 10 39 33 15 48 27 60 25 36 6 83 20 267 21 22 21 34 14 919 27 12 932 15 16 30
internal_value=-0.000123259 -0.00500122 -0.0747595 0.00121073 0.00194932 0.000399388 0.00201133 -0.0051698 -0.0304456 0.00172287 0.025544 -0.000754933 0.0031199 0.0271488 -0.00506149 -0.00892817 -0.0457047 -0.000442303 -0.000233632 0.0051846 -0.00564349 -0.00109274 0.00123294 -0.00381813 -0.000917921 0.00151174 -0.0034892 -0.0676892 0.0391373 -0.109048
internal_weight=373.29 80.1626 7.32237 293.127 290.635 280.842 72.8402 55.8096 13.7833 8.90999 17.0306 274.673 42.0263 10.6746 31.3516 29.7678 5.58092 24.1869 272.59 136.19 136.401 127.08 130.065 116.207 114.529 123.508 109.018 9.32068 14.49 5.43744
internal_count=2900 696 50 2204 2187 2154 646 580 96 63 66 2133 484 61 423 417 103 314 2123 1042 1081 1015 1020 960 946 994 944 66 50 45
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 0 1 1 2 1 1 1 0 0 0 0 0 1 1 2 2 0 1 1 0 0 1 1 0
split_gain=0.260251 1.17214 0.949829 0.915562 0.769895 1.11188 0.745229 2.16604 1.7254 0.328697 0.311466 4.28274 2.25379 1.86444 2.52822 1.66625 3.96436 3.20074 1.7956 4.2275 2.45541 4.32291 1.53028 0.986826 3.99622 2.77946 3.45857 1.83165 1.81805 1.74341
threshold=33.96174662340001 0.49850303880000008 0.35394149875000008 34.542090938800008 0.4992664890500001 0.51700547890000015 0.52428071015000011 0.43166372265000008 0.43625939340000008 32.483642351600004 0.34632196640000007 0.3459626957000001 0.3465914194000001 0.48607826115000008 0.48368312325000012 0.47943175355000006 0.48271009850000007 0.4622167001000001 0.35877668335000007 0.36106703390000006 41.840895355800008 43.124157941850008 0.48181192180000004 0.36927038110000004 0.37138109635000011 0.51243974730000008 0.50449088350000015 0.36543816055000006 0.37668033890000002 0.51700547890000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 -6 -7 -8 -9 -1 11 13 -12 14 22 17 -17 -14 20 -20 -18 -22 -5 27 -25 26 28 -21 -26 -27
right_child=3 4 -4 10 5 6 7 8 -10 -11 12 -13 15 -15 -16 16 18 -19 19 23 21 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.10536590306432302 0.045967520986880957 0.1131320556044273 -0.20651738200548841 -0.0041884797485215548 -0.11563913672352788 0.074026305952464122 -0.16341889932276174 0.10288606595527028 -0.11448935970239282 0.0085714390154927791 0.076361881288436503 -0.081997672385536249 -0.070639434819382133 0.051473245792536516 -0.081541511198591987 -0.13598558904675495 0.082351439281889802 0.073568530179274325 -0.14084099350002649 0.0051909901192534634 -0.052338579291315857 0.069611636244112943 0.035375546139540297 0.072455445920658848 0.068542011055297655 0.050528716884488206 -0.11448141913913122 -0.072922462827689938 -0.052039351747823814 -0.0012326935852469429
leaf_weight=0.44467237638309487 4.3312252344330764 0.56742319464683522 0.51711357524618495 93.551218776963651 0.82366665638983239 1.2979894429445269 0.73716140259057317 1.2699372200295327 0.51251090818550427 0.58802847424522042 3.9878136590123168 6.7200580015778533 1.9619061583653072 6.6635372601449481 3.9514446891844264 2.1594710126519194 6.0570929534733322 7.1421362794935703 2.1846463605761519 6.9557225704193097 6.3019359856843931 5.3954190164804459 10.917057536542414 7.4732259735465041 2.3416567966341955 6.7704992480576029 4.8093109289184213 5.2809411641210318 2.6831103404983878 167.27073618862778
leaf_count=42 36 2 17 648 7 6 17 9 109 7 14 37 49 27 20 17 31 27 13 29 29 19 39 33 8 32 56 39 41 1440
internal_value=-9.5711e-05 -0.0195397 -0.0958863 0.000264412 0.00317675 -0.010266 0.0124688 -0.0192428 0.0403837 -0.040489 -0.000284568 -0.00439957 0.00181456 0.000131614 -0.00302387 0.000548395 -0.0011436 0.042492 0.000159109 -0.00247361 0.0306717 0.0039111 -5.39926e-05 -0.000988811 0.00077181 -0.00214162 -0.0538639 -0.0285202 0.00415433 0.000780913
internal_weight=371.669 6.7585 1.54981 364.91 5.20869 4.64127 3.8176 2.51961 1.78245 1.0327 360.579 121.803 238.776 115.083 108.42 234.788 225.684 9.10404 223.524 205.77 17.7544 11.6974 104.468 203.585 191.349 183.875 9.83408 12.2367 5.02477 174.041
internal_count=2900 216 66 2684 150 148 141 135 118 49 2648 771 1877 734 707 1863 1787 76 1770 1691 79 48 687 1678 1610 1577 105 68 49 1472
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 2 2 2 2 2 2 0 0 0 1 1 0 1 2 0 1 1 0 0 1 1 0 0 1 2
split_gain=0.231351 0.574408 0.866425 0.669447 1.10736 0.954329 0.278377 2.10994 1.11005 0.951988 2.19207 0.885421 0.798527 3.95939 3.95443 2.58006 3.2705 2.98564 1.4806 4.64648 1.26904 4.11234 1.48992 2.5357 2.26657 2.40854 2.24849 2.45745 2.01394 3.24367
threshold=0.64899254515000016 50.448116877400004 48.461603274950008 0.49703601690000004 0.49901200560000009 48.315732392000008 43.19689381845 43.082598263550004 43.124157941850008 43.022303514600004 42.898324343550009 0.48368312325000012 0.55754318735000019 0.55411514625000013 0.44805544745000009 0.4211999641000001 0.54279811980000015 0.41367024935000007 47.480720532750006 0.60665848330000005 0.39167988980000007 0.3982365797500001 0.47760546090000006 0.48041974790000003 0.3465914194000001 0.35675578575000005 0.53321756835000012 0.5089817670000002 0.34521421515000011 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 7 9 -9 10 -1 -12 13 15 -14 17 -17 20 19 -16 22 -22 28 -24 -25 -26 27 -27 -8 -30
right_child=1 -3 -4 4 5 -7 12 8 -10 -11 11 -13 14 -15 18 16 -18 -19 -20 -21 21 -23 23 24 25 26 -28 -29 29 -31
leaf_value=0.0003091044265926304 -0.12507018108569076 0.048817570522729524 -0.13768090438174316 0.12698407045620028 -0.12231136207385736 0.041374283281467521 0.008873386475487046 -0.12035250975770101 -0.02545644661627184 0.053659999062592216 -0.021735320746327478 -0.11609026361615574 -0.09794693519562947 0.12904730700425357 -0.10704811592465194 -0.14179099041973278 0.051839219082099756 0.09144355089061032 0.03600560194961859 0.073356393780748694 -0.13033287960853096 0.019341071623271946 0.076393206657538529 -0.064115095504263905 0.090243999164402566 0.027474112950764625 0.068298063257966488 -0.087767435161069066 -0.143354344812235 0.013870727818601464
leaf_weight=268.50551484629977 0.44833809073315922 0.85837419307790686 0.74598539038561273 0.57716350071132216 0.68475658944225848 0.74230935052037239 15.533022510120647 2.1251573846675447 2.9351705096196383 3.249363809125497 1.794279531459323 2.2313102968037128 4.2415719199925688 2.7010243544355026 3.2719967085868111 2.4942483268678184 1.3414427093230186 4.2364276750013223 9.3195967371575517 2.5328248285222799 2.7980050668120366 5.3372917531523854 7.3537206808105138 3.6107065007090595 4.0242531299591056 3.6418572030961496 3.2878417372703552 3.7616862179711461 2.5597742367535821 2.6922821253538132
leaf_count=1830 14 22 34 2 164 4 143 21 33 22 19 22 62 13 29 70 8 18 80 19 47 39 21 19 14 20 11 51 37 12
internal_value=-6.93703e-05 -0.0238181 -0.0433109 -0.0146068 0.0101034 -0.0371679 0.000194175 -0.00132161 -0.0653094 -0.000147492 -0.000789034 -0.0740345 0.00521774 0.0105012 -0.0126177 0.00539219 -0.0740734 0.0105727 0.0113125 -0.028332 0.00429797 -0.0321369 0.0106771 0.0267871 0.00688192 0.0243021 -0.000518505 -0.0310793 -0.00922683 -0.0627584
internal_weight=369.637 4.05693 3.19855 2.45257 2.00423 1.42707 365.58 280.841 5.06033 275.78 272.531 4.02559 84.7396 65.3736 19.366 62.6726 3.83569 58.8369 15.1244 5.80482 54.6004 8.1353 46.4651 25.6801 18.3263 14.7156 10.6914 7.40354 20.7851 5.25206
internal_count=2900 240 218 184 170 168 2660 1947 54 1893 1871 41 713 523 190 510 78 432 128 48 414 86 328 136 115 96 82 71 192 49
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 1 2 2 2 2 1 1 2 2 2 1 1 1 2 2 1 1 2 1 2 2 2 2
split_gain=0.24848 0.886582 0.735586 0.844379 0.732312 0.853393 0.579975 0.51068 0.432527 0.697735 0.908438 0.919358 3.47365 3.81174 1.77936 1.44949 1.43579 1.60572 2.07542 1.84901 1.19053 1.02827 1.34721 1.78845 3.34618 2.46299 1.01385 0.858218 0.793319 2.54291
threshold=50.666627092000006 51.307674290650006 51.779769178100004 0.61532588845000014 50.065525775750011 49.275256100300005 0.3972336157500001 0.43808568605000003 48.852845034800005 48.461603274950008 47.833738492450003 45.154229826150008 0.41640968835000008 0.43967246490000006 44.758188263300006 47.001379125850008 44.421469061800003 0.46613873835000008 0.47536001915000009 0.47976108500000009 37.272044000450002 43.874475754150005 0.45772581660000006 0.45206730335000006 39.468990633150007 0.44922307715000004 37.186372654950006 47.001379125850008 42.508878681700004 42.526729949000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 -7 -8 9 10 11 14 15 -14 16 -13 17 21 -19 -20 26 22 23 25 -25 -1 -21 -15 -22 -30
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12 12 13 27 -16 -17 -18 18 19 20 28 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00089497060314100776 -0.13053626628505985 0.058830122873417226 -0.11079308449147487 0.012628361180416778 0.047772992223613274 0.0024952250768305044 -0.12252212492321271 -0.027465917703604716 0.021764584572508863 -0.043868195030555494 0.0375697048038773 -0.12738433786816858 0.11833565612682223 -0.067791211160620965 0.057186362686240277 -0.023831815195332555 -0.063086482291225085 -0.12349464219602231 0.066038180901269464 -0.10448915030205795 -0.11903197088766504 0.027811866792203977 0.040493389908866376 0.0029342709300556498 -0.14739935553300523 0.077217106769087107 0.10573976653109328 0.0213972453483205 0.14063859139968948 -0.11880361736076298
leaf_weight=274.04095375642646 0.66147225117310782 1.2088091354817154 0.93390716833528165 1.3637720260303465 3.2083380611147723 1.40172641724348 1.2415640610270204 1.0374435454141346 9.1299914652481657 3.6348658911883822 6.3761706263758233 3.3558715046383423 2.5207673218101263 2.8963361303322017 5.4452451246324918 2.2634580042213202 3.6196571096079415 2.2930157340597344 2.043452312995214 0.32665170080144867 1.9468665463500658 14.14361490937881 8.0706992147024703 3.9386337207397437 2.3724377993494272 4.0970485210418692 0.77049004146829247 1.7193718892522154 0.59346342086791981 1.0395504942280238
leaf_count=1704 22 11 81 17 33 8 24 23 45 22 33 73 9 29 33 31 44 67 17 103 163 87 54 34 27 18 6 23 1 58
internal_value=-6.98805e-05 -0.0243476 -0.00431596 -0.0375371 0.000208472 -0.00021505 -0.0481197 -0.0792509 0.000279356 -0.000285119 0.000175569 -0.000530899 -0.0268652 0.019441 0.000503508 -0.0856735 -0.000463154 0.000254906 -0.0413455 -0.0133163 -0.0479874 0.00147763 0.000204345 -0.00093878 -0.0535787 0.000255642 0.0431484 -0.0345681 -0.0759181 -0.0245182
internal_weight=367.696 4.16796 3.50649 2.29768 363.528 360.319 3.68073 2.27901 356.639 347.509 343.874 337.498 12.7558 7.13648 324.742 5.61933 319.297 315.677 9.01349 6.72047 4.67702 306.663 292.52 284.449 6.31107 278.138 1.09714 4.61571 3.57988 1.63301
internal_count=2900 131 109 98 2769 2736 55 47 2681 2636 2614 2581 165 61 2416 104 2383 2339 415 348 331 1924 1837 1783 61 1722 109 52 222 59
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 1 1 1 1 0 1 0 1 2 1 0 0 2 0 2 2 1 0 1 2 2 2 1 0
split_gain=0.236874 1.21285 0.854853 1.07455 0.693393 0.679224 2.40404 0.363012 1.13564 0.540247 0.352992 1.24487 1.13514 0.84398 0.674881 0.403975 0.400386 3.17978 4.03207 1.00666 1.60044 2.83173 2.62068 0.907957 0.80066 2.48188 3.51129 3.89841 2.32462 2.31191
threshold=0.39672464895000009 0.37331217625000007 49.110028829250005 48.315732392000008 0.3972336157500001 0.41932876265000008 0.31148768000000004 0.32272985840000007 0.33263974130000007 0.32600820335000008 0.46768060835000008 0.34307356065000005 0.45462710695000008 0.34392682850000006 42.599563320500003 0.34988473400000003 0.47886290830000006 0.47796473160000008 40.532725462000009 0.47727612945000003 42.773538294100007 42.467547400400008 0.34518427590000006 0.47905751325000007 0.34545372890000009 40.660558922250004 42.852084787850011 41.495754733000005 0.34569324270000007 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 3 -3 -2 6 -6 -7 9 -9 12 -12 14 -13 -10 -14 17 19 -19 20 21 -15 -22 -18 25 -25 27 -27 -26 -30
right_child=4 2 -4 -5 5 7 -8 8 10 -11 11 13 15 16 -16 -17 23 18 -20 -21 22 -23 -24 24 28 26 -28 -29 29 -31
leaf_value=0.083255537288560999 0.054271991148370495 -0.10722400701795663 -0.12683622646043199 0.0071919481576437089 -0.15145347138488119 0.023900738203216934 0.044217332414357276 -0.022894501728351575 -0.091506773106212358 -0.11544917981230757 -0.05978387706110827 0.051110787905196964 0.073391635108416772 -0.015586498098931241 0.033512483272849218 0.017978480722013256 0.055986295175759759 -0.0093244052729233359 -0.14556317353514478 0.025932358710227022 -0.00026987342924345269 0.082500706990723219 -0.12657507401130033 0.064720848750559001 -0.05458728695613823 0.014360601472303927 0.062600095513121845 -0.097672504384631931 0.086036678799709415 -0.00031888769310917271
leaf_weight=0.98011500854045053 2.3614699612371615 1.0763095186557619 0.8964623063802718 3.4580631479620934 1.2342062299139791 6.3852382744662455 1.2781578768044708 1.3254324384033673 1.1615286014275614 1.203126319684088 3.4630339294672003 3.2604402229189864 2.6666686125099659 11.507318348623814 0.6872843209421261 2.5967185846529901 3.0114105343818656 5.706497482955454 3.5075903777033091 13.739226032048462 4.3292356096208087 3.9547610580921164 2.6472696792334318 7.7991118207573917 7.8242941349744788 7.5805566161870974 5.729278787970542 5.2618938684463501 3.1397396251559249 246.20757719711401
leaf_count=12 12 112 10 12 29 40 43 9 38 32 22 12 13 61 17 28 10 23 38 52 25 19 45 29 39 30 17 31 9 2031
internal_value=-7.69165e-05 -0.0191298 -0.0376075 -0.0199666 0.000262787 -9.42636e-05 -0.0519065 0.000272731 -0.000160419 -0.0669334 0.000327865 -0.000135151 0.0223758 0.000481083 -0.0450317 0.0460533 -1.62123e-05 -0.00874231 -0.0611874 0.00461486 -0.00843792 0.00950142 -0.048197 0.00136606 0.000785952 0.0173805 -0.00249991 -0.0315423 -0.00091568 0.000768487
internal_weight=365.98 6.41095 5.43083 4.53437 359.569 357.208 2.51236 354.695 348.31 2.52856 345.781 338.669 7.1122 335.206 1.84881 5.26339 331.946 45.3919 9.21409 36.1778 22.4386 15.4621 6.97651 286.554 283.542 26.3708 18.5717 12.8425 257.172 249.347
internal_count=2900 146 134 124 2754 2742 72 2670 2630 41 2589 2493 96 2471 55 41 2459 263 61 202 150 80 70 2196 2186 107 78 61 2079 2040
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 0 1 0 0 0 1 1 1 0 0 0 2 1 2 0 2 1 2 0 0 1 2 1 0
split_gain=0.228224 3.0247 1.57132 2.83698 1.52338 1.93541 2.48973 2.18188 3.12791 2.13163 2.26237 2.08232 2.03228 1.90555 1.63095 2.52938 2.01202 1.42802 2.35961 2.18632 3.33693 2.91212 2.33443 2.2923 2.19357 4.33198 2.80043 1.2568 2.03469 1.58209
threshold=40.259171735100004 40.496232821400007 40.036761086100007 0.34554354660000003 39.945535567850008 39.420767558750008 0.56915960600000015 0.34524415440000006 0.50449088350000015 0.52428071015000011 0.54317236010000014 0.42194844465000009 0.4355408521000001 0.49091344570000006 0.50109278165000015 0.51243974730000008 0.46928235680000008 38.703421923500009 0.39078171310000004 36.514114975300011 0.54017843775000018 38.238138001450004 0.40850573335000007 37.858673296900008 0.52161611930000007 0.52877159370000015 0.3982365797500001 37.272044000450002 0.33960061075000009 0.42314601355000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 12 -7 -9 -10 -11 -12 14 -8 16 -16 27 19 -19 24 23 22 -22 -21 -17 -26 -27 28 29 -1
right_child=1 -3 3 -5 -6 7 13 8 9 10 11 -13 -14 -15 15 17 -18 18 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.054739461616333862 0.052746759410749244 -0.00074460696643474005 0.029764394289658394 -0.090888795249538787 0.048769953631283315 0.022882323055256594 -0.1204903873162681 -0.13655708591825932 0.025382371238005103 -0.15049258246237254 0.054897493009755986 -0.084019498164415951 0.04853235988842982 0.035765560051498682 -0.072198716931648158 0.078633852884690061 0.03469684542643215 0.076864814201382345 -0.018298820829713302 -0.027845108256866397 0.047277574580621574 0.089079231121934124 -0.1257984389615758 -0.11637626378309499 -0.1391506547105921 0.11751929662896266 -0.040094868441444512 -0.086520791882121917 -0.10484050875078232 0.075841808816590986
leaf_weight=1.3506812485866273 11.080329102114773 229.94808499992359 3.1212492696940881 5.1883841122034937 5.9414748372510067 5.3700139634311226 2.7336332129198122 3.3437348818406454 4.6484734416007978 2.0407762452960014 1.9238347709178922 2.4572553118341602 10.170843411702661 1.0923062238434793 5.884470969438552 4.232601450756194 21.918299957178533 5.2722106054425222 5.1513450965285301 6.8937169276177901 1.4562202244997018 3.3190604113042355 1.676476828753948 5.0798235274851322 1.9358998257666824 2.2827938534319401 2.2270382062997669 2.2893934627063572 1.3721473007462917 2.9637034684419632
leaf_count=47 60 1784 15 45 24 20 135 22 19 15 8 36 55 137 36 17 94 14 30 43 5 9 36 37 23 10 35 30 44 15
internal_value=-7.58518e-05 0.00171445 -0.00357448 -0.0455693 -0.000540776 -0.00322651 0.00304289 -0.0315258 -0.0517957 -0.026194 -0.0635275 -0.0230179 0.00657545 -0.0758793 0.000908734 -0.0110316 0.019047 -0.00192556 0.0298347 -0.0133006 -0.034166 0.0238087 -0.0453448 -0.0654048 0.0227024 -0.0140251 0.0396865 -0.0239596 0.00122754 0.0349614
internal_weight=364.366 241.028 123.338 8.30963 115.028 109.087 89.3027 19.7841 14.4141 11.0703 6.42187 4.38109 85.4767 3.82594 75.3059 45.4117 29.8942 39.5272 10.4236 29.1036 18.4253 6.45176 3.1327 11.9735 10.6783 6.44573 4.50983 7.97593 5.68653 4.31438
internal_count=2900 1844 1056 60 996 972 852 120 100 78 59 44 580 272 525 295 230 259 44 215 130 50 41 80 85 68 45 136 106 62
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 0 0 1 1 0 1 1 1 0 0 0 0 0 0 0 2 2 2 0 0 1 1 1 1 0
split_gain=0.262368 0.995155 0.906064 0.819948 0.687613 0.946048 0.636833 0.836724 1.44321 0.431245 0.291663 3.37737 1.86118 1.72355 1.86321 1.29296 2.54881 1.49631 1.26131 1.1996 0.970454 2.19732 1.96598 1.73204 1.43669 1.03353 2.04841 2.52621 1.78293 2.20243
threshold=33.96174662340001 0.49850303880000008 0.46768060835000008 34.542090938800008 0.4992664890500001 0.51700547890000015 0.52029879345000019 0.43166372265000008 0.43625939340000008 0.42314601355000009 0.34632196640000007 0.3459626957000001 0.3465914194000001 0.48607826115000008 0.48368312325000012 0.47943175355000006 0.47778509625000004 0.48759019190000008 0.48181192180000004 0.4622167001000001 38.318569170500005 40.922041107600009 39.646013290900008 0.47778509625000004 0.46594413340000007 0.34569324270000007 0.34545372890000009 0.3453339720000001 0.34491482290000003 0.47739588635000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 -6 -7 -8 -9 -1 11 13 -12 14 18 16 19 -17 20 -14 24 22 -22 -24 -5 26 27 28 -23 -30
right_child=3 4 -4 10 5 6 7 8 -10 -11 12 -13 15 -15 -16 17 -18 -19 -20 -21 21 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.12909100934162107 0.044487870413331639 0.1113538024599792 -0.21815912361410461 -0.019556532786610771 -0.10727721254966566 0.11162746479501361 -0.067052646003588623 0.0957489964394201 -0.11436832394796742 0.0088014442981698207 0.071537374242202648 -0.073018595032635178 -0.067293023940592847 0.050023058272762239 -0.06962235847140652 -0.051615460201452829 0.11444824000972183 0.00053596991921959982 0.032127731637251543 0.030992808042538306 0.0012769827353065883 0.0098900679331641872 -0.013581025329982167 -0.091771100884417811 0.068776635415255735 0.035625449189482732 -0.054933570325637796 0.063549729428147184 0.0061588588051605742 -0.072022993685863623
leaf_weight=0.35948035994078853 4.149667106306878 0.50573995709419239 0.41761031839996576 3.2697367358487091 0.83847267553210247 0.53291724622249637 1.3058005776256325 1.2269264869391916 0.44561947978218075 0.61448609794024378 3.7690398283302775 6.737201824784278 1.8191436051856706 6.4594199284911147 4.0592634454369536 5.6464402419514945 2.9304916709661484 214.4783353281673 10.593572765588759 3.9128148853778839 8.3453772435896116 28.488631854648702 4.5827126023359579 7.4203331544995308 4.2146095149219036 7.8889425192028275 6.6950597167015067 6.2268266649916759 7.1446541473269445 7.2692611534148455
leaf_count=39 36 2 6 42 7 2 21 9 109 21 14 37 49 27 20 37 8 1750 39 19 39 274 29 39 14 37 53 29 48 44
internal_value=-6.02801e-05 -0.0203764 -0.0949303 0.000296124 0.000990655 -0.0118412 0.0109485 -0.00706605 0.0397671 -0.0420932 -0.000224916 -0.00424254 0.00183775 -0.000129587 -0.00318006 0.00068952 0.0385853 -0.000801771 -0.000539492 -0.000200028 -0.00431969 -0.00739186 -0.0360005 -0.0619185 0.0301859 0.00174501 -0.00304288 0.00402848 -0.00461037 -0.03327
internal_weight=362.349 6.24705 1.39158 356.102 4.85548 4.34974 3.51126 2.97835 1.67255 0.973966 351.952 119.396 232.556 112.658 106.199 228.787 8.66245 220.125 102.14 5.73196 91.5461 84.0618 20.3484 12.003 7.48435 63.7134 55.8244 49.1294 42.9025 14.4139
internal_count=2900 216 66 2684 150 148 141 139 118 60 2648 771 1877 734 707 1863 76 1787 687 68 648 592 107 68 56 485 448 395 366 92
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 1 2 2 2 2 0 0 2 1 0 1 1 0 1 0 1 2 2 2 0 0 0 2 2
split_gain=0.226844 2.80238 1.2953 2.38649 1.74861 1.51315 3.51307 1.4348 1.30299 1.42344 1.36445 1.24994 3.12704 1.48535 2.11935 1.18448 1.12084 1.00975 2.29314 2.66841 3.89636 2.47722 1.38268 1.44443 0.943475 4.24118 4.44689 3.12704 2.7992 1.48113
threshold=39.788107623550012 39.56957118270001 0.3459626957000001 0.47778509625000004 0.49320379630000005 0.50109278165000015 0.36927038110000004 38.318569170500005 39.468990633150007 38.703421923500009 38.512991772500008 0.56369569775000017 0.55892039160000018 33.151194885250007 0.49091344570000006 0.42314601355000009 0.31100865245000009 0.37852160115000005 0.51929582950000019 0.38906020780000011 0.52772372085000019 0.39772761295000009 37.737818700150008 34.542090938800008 40.496232821400007 0.53905571685000009 0.48041974790000003 0.54585192060000021 40.305698932850007 39.995120105550008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 9 10 11 12 17 -13 -15 16 -1 -8 -19 -20 -21 -22 23 -23 25 26 -2 -27 29 -28
right_child=24 -3 4 -5 5 6 8 -9 -10 -11 -12 13 -14 14 -16 -17 -18 18 19 20 21 22 -24 -25 -26 27 28 -29 -30 -31
leaf_value=0.062004509256726216 -0.026407948453815496 -0.062842094966506987 -0.069525584028673079 0.07336401444541038 0.034622252346280885 -0.1110495462957041 0.043847087217894279 -0.056839883799189889 -0.081440145670124614 0.024118773794902352 -0.091318168042773012 0.063100307126982086 0.10269063019410006 -0.12480567062866316 0.04412691217094427 0.038049069043624956 -0.1184253362081619 -0.098328470592016895 0.062079745700387351 -0.10174950310934028 0.061051095590466814 0.0076111311387101633 0.0084169700945629731 -0.12056238589130611 -0.00067632832339053692 -0.14029686355820234 0.076582163651806312 -0.0024962422320909425 0.12632932892226525 0.0014553841225229051
leaf_weight=0.51469361782074141 7.1436298759654226 7.5077756483806288 3.9930986681720233 6.4684820026159278 9.9655649699270707 3.1039371713995925 3.3072822997346583 3.4164683667477211 1.9884696225635696 18.01921654533362 1.9554005342070002 0.88646895252168079 2.7887552757747462 2.8324520968599249 1.0065369911608284 6.8098427560180426 1.03993205842562 2.9176870714873102 4.7998945862054851 4.5572059582918909 4.9981863610446444 1.3997373608872279 4.7045731162652373 2.3643775139935315 229.57780228985939 2.4410004019737235 5.1407445296645147 5.0611429934506305 5.4932356476783744 5.3608415778726339
leaf_count=4 39 48 51 24 42 16 16 21 14 107 17 97 14 97 67 38 64 22 17 46 24 17 28 45 1784 14 20 56 20 31
internal_value=-3.97114e-05 -0.00405333 0.000650215 0.0245613 -0.00512264 -0.0015307 -0.00737661 -0.0022345 -0.00187832 0.000919916 -0.00993265 -0.00558015 0.00154303 -0.0535724 -0.0805136 0.0200691 -0.05869 -0.00816734 -0.0148501 -0.00417875 -0.0218237 0.00522331 -0.027726 -0.0728993 0.00152346 0.0180056 0.0391902 -0.0473329 0.0684877 0.0382315
internal_weight=361.564 101.346 93.8383 18.2494 75.5888 71.5957 61.6302 11.7809 58.5262 56.5378 38.5186 36.5632 31.8377 4.72546 3.83899 8.36447 1.55463 29.0489 25.7417 22.824 18.0241 13.4669 8.46869 3.76411 260.218 30.6406 23.1385 7.50214 15.9948 10.5016
internal_count=2900 936 888 151 737 686 644 127 628 614 507 490 229 261 164 106 68 215 199 177 160 114 90 62 1964 180 110 70 71 51
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 1 1 0 0 1 0 0 1 1 2 1 2 0 0 0 1 0 1 2 2 2 0 0 1
split_gain=0.213939 3.12841 2.16842 3.39729 2.73949 2.05367 4.37165 2.96355 1.46212 1.35419 1.15576 3.48768 1.09498 0.805328 3.08361 3.39008 2.95328 2.66818 1.79256 2.74092 2.70814 4.17768 1.63222 1.08621 1.04173 0.942768 2.46091 1.41 3.16346 4.92358
threshold=0.54475913895000005 0.54317236010000014 0.41865513010000005 0.54017843775000018 0.41753240920000007 0.41917906650000009 0.40367054880000008 0.39658992245000008 0.52975958800000011 0.52877159370000015 0.4211999641000001 0.54585192060000021 0.55240861050000023 0.39584144190000009 0.3982365797500001 37.663157789700008 0.39458399450000009 40.305698932850007 0.52324780695000006 0.52266399210000014 0.52772372085000019 0.38991347565000006 0.53592706805000012 0.40850573335000007 40.496232821400007 38.592454371550012 39.268993001500007 0.51700547890000015 0.50300889195000009 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 13 6 7 -2 9 -4 -7 -12 -13 16 15 -15 18 22 19 25 21 -20 -16 -19 -22 -1 -27 28 -28 -30
right_child=5 -3 3 -5 -6 10 -8 -9 -10 -11 11 12 -14 14 17 -17 -18 23 20 -21 24 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.015445512797281622 -0.07418019017260849 0.05964937781054748 -0.10775340515321903 -0.00054112312756091551 0.077709616263066994 0.049635475426473147 -0.14303389944389139 0.10603236905626104 -0.17072158506934368 0.091212954481548092 -0.1538424772999509 -0.042128116004674844 0.0037803369189377631 0.028065798270441356 -0.13117087365450233 -0.12476164094367799 0.081072227889863208 0.047771756524005685 0.010560056627577544 0.071148815762611992 0.052886100554147032 -0.1376049272790458 -0.005936265316635137 -0.017565818096250775 -0.023108634670351711 -0.057921933779724988 -0.0034458831686629259 -0.051951764998134677 0.089579643591821606 -0.016476994642917717
leaf_weight=34.761392155312933 1.7930779820308083 8.9045251491479558 1.1031930373283088 6.3100629411637783 4.5953338015824547 4.4556281864643088 3.1659198673442006 1.8581651607528327 2.2856647986918688 0.49581523425877083 1.4979540407657612 5.6236442476510993 68.231225642492063 2.1419734433293369 1.9330536630004669 4.5025170519948006 4.5821774937212458 8.7036176491528732 3.3195881368592364 5.6400526110082856 3.2238026931881905 4.4595467206090689 2.2544573489576578 3.5955382911488405 4.0951626200694591 7.6864798832684746 136.06309490767308 5.055094222072511 9.6627074358984846 8.0024804007261974
leaf_count=251 25 33 63 28 15 21 51 15 23 3 10 29 946 16 30 61 15 38 22 19 13 56 12 34 31 44 861 35 43 57
internal_value=-2.24512e-05 0.0013498 -0.000613086 -0.0458349 0.00119999 -0.00435307 -0.0570353 0.0175323 -0.119408 -0.0460586 0.000146999 -0.00277927 0.000284659 -0.000208149 -0.0179818 -0.0754949 0.00160656 0.00519724 -3.3872e-05 0.00239386 -0.0332982 -0.0743785 -0.0637475 0.028671 0.010365 0.000466817 -0.00266096 1.4148e-05 0.00172296 0.0415351
internal_weight=360.003 273.377 264.473 10.1947 254.278 86.6256 6.81716 3.65124 3.88467 1.59901 79.8085 75.3528 73.8549 249.683 23.1312 6.64449 226.552 16.4867 221.969 206.871 15.0981 7.77913 4.18751 12.2992 7.31897 201.231 166.47 158.783 153.728 17.6652
internal_count=2900 1803 1770 117 1653 1097 91 40 89 66 1006 985 975 1638 191 77 1447 114 1432 1310 122 78 42 72 44 1291 1040 996 961 100
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 0 1 2 0 1 1 0 2 1 0 2 2 1 1 1 1 2 1 1 0 1 0 0 0 0
split_gain=0.216918 1.98346 0.996996 1.22861 0.843476 0.587552 0.702608 0.671166 0.348778 0.680345 1.71999 0.673723 2.05239 3.96409 1.01174 2.10543 1.31629 1.41097 0.85481 0.566241 0.431144 3.65172 3.00408 2.75131 0.958643 1.2649 1.00786 3.65642 1.47628 2.27831
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 40.79983011445001 0.49703601690000004 0.64899254515000016 0.50525433370000017 48.461603274950008 0.61532588845000014 0.47777012665000013 0.48627286610000009 0.58736265385000019 46.650420857800007 0.47277027635000007 0.57600071855000012 42.686561923500008 42.406961525800007 0.44705248345000009 0.45976168375000009 0.49091344570000006 0.45206730335000006 39.468990633150007 0.44922307715000004 0.46419268885000003 0.56915960600000015 0.4410796084000001 0.55754318735000019 0.56501302355000016 0.55481871800000016 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 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 -7 -8 9 11 -11 14 13 18 20 16 17 -16 -13 -10 22 -22 24 -23 25 26 28 -28 29 -1
right_child=1 2 3 4 5 6 7 -9 19 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014259386064746631 -0.15523252559631426 -0.12337694538017488 0.14585628827194824 -0.082982509086908171 0.065761780890300381 0.037813921323803991 -0.001093175407926588 -0.13038415571200743 -0.010735792869742812 0.0050012516694750535 -0.10936142458800911 -0.050028831392807206 0.088324297523695652 0.10128835347476184 0.031357792904114556 -0.14680657212399398 0.064975696352856271 -0.1273493479785423 -0.17140759109637915 0.064588573233219579 0.030073209076487563 -0.14902641715808279 0.091709888479523438 0.0014262359655920248 -0.043010998736018644 0.044617521645257091 -0.088147808782992831 0.035773389550713984 0.069886643911986721 -0.073290809435243354
leaf_weight=283.26893077604473 0.91077787609537875 0.58780755006591778 0.62567496660631139 1.0461091399192808 1.5964531842619178 1.6673187073320153 0.97946678020525701 0.68043405353091657 1.8609704775735725 3.8817109186202279 1.9889336263295261 1.4228450912050896 3.3523670565336943 1.6637298929272217 1.0418332846602423 1.4362344862893222 1.5842676907777784 1.2116752809961324 0.97971969656646241 2.1521571865305305 6.6500413644826022 2.7871494148857892 3.6346919536590567 2.1554228514432907 5.035082984250038 6.5016545118996865 5.2399088731035572 4.3640714641660452 3.0858350824564686 4.1407520587090394
leaf_count=1857 23 131 2 11 26 11 73 50 20 37 127 26 16 11 15 23 5 47 25 25 42 34 11 12 41 27 62 27 33 50
internal_value=-2.63828e-05 -0.0162106 0.00141619 0.0125381 -0.00143453 0.0158916 -0.00803695 -0.0540927 0.000348491 7.96392e-06 -0.033744 0.000591508 0.0303959 -0.0173618 -7.42075e-05 -0.043524 -0.00487198 -0.0539765 -0.0995248 0.0296591 0.000626864 -0.0183131 0.00132329 -0.083415 0.000269091 0.000979848 3.4438e-05 -0.0318377 0.00108815 0.000349484
internal_weight=357.534 8.09404 7.18326 6.59546 5.96978 4.92367 3.32722 1.6599 349.44 345.427 5.87064 339.556 7.41866 4.06629 332.138 5.27401 3.83778 2.25351 2.40256 4.01313 326.864 11.5926 315.271 4.94257 311.636 306.601 300.099 9.60398 290.496 287.41
internal_count=2900 327 304 173 171 160 134 123 2573 2528 164 2364 78 62 2286 90 67 62 51 45 2196 88 2108 46 2097 2056 2029 89 1940 1907
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 1 2 2 0 0 2 0 0 1 1 0 1 0 1 2 1 1 2 0 1 2 1 0 2
split_gain=0.212013 2.12855 1.14524 2.12088 1.37504 1.19927 2.7179 1.0678 1.1854 1.13621 3.1043 2.32797 1.36009 1.32259 1.32534 1.31462 2.81783 1.08677 1.99763 1.60301 1.00042 1.64218 2.9536 0.985253 1.00263 1.19243 0.880676 1.54591 0.845384 0.815969
threshold=39.788107623550012 39.56957118270001 0.3459626957000001 0.47778509625000004 0.49320379630000005 0.50109278165000015 0.36927038110000004 39.468990633150007 38.703421923500009 0.56369569775000017 0.54679500610000009 36.514114975300011 0.56793209785000009 0.56859076075000015 0.49091344570000006 0.38780276035000005 0.52877159370000015 0.39584144190000009 0.54017843775000018 0.39051226010000012 38.386256906100009 0.44751654140000008 0.40850573335000007 38.318569170500005 0.42314601355000009 0.31063441215000004 38.386256906100009 0.35585760905000008 0.62406814170000013 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 26 -6 -7 8 9 10 11 15 -11 -14 -15 -8 -17 19 -19 -13 21 22 -12 24 25 -1 27 -4 -16 -2
right_child=29 -3 4 -5 5 6 7 -9 -10 12 20 17 13 14 28 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.081088259451909353 0.028007896861977612 -0.055157381280358408 -0.01458716516996245 0.070209920884310315 0.030758546550717848 -0.096485319998474928 0.058970555146758898 -0.074312971198380054 0.021759816293881171 -0.13708464403858775 0.13240745487767464 -0.055551176607257037 0.10313222006039675 -0.11332200327352122 0.094458536126087872 -0.089003661405165857 0.047913673803455847 -0.13920703360127135 -0.01897568642004889 0.023980748603656534 0.11979886829351793 0.099932983964853478 -0.12752466136703361 -0.046683598471238909 0.033326349469894323 -0.11642374522928822 -0.012688645404706995 -0.18576618430624992 -0.10697122756308597 0.00028304990187294162
leaf_weight=0.43410056829452681 11.09467494371347 7.506679051264654 0.98352456465363447 6.2002180740237227 9.6365246511995775 3.2292338088154784 4.5998557079583424 1.979920751415192 17.665262910886668 1.4318982772529114 0.68753946572542135 6.1334215179085714 0.68702725600451264 1.4921766604529696 0.70910844742320456 2.6658136304467916 3.4464062862098217 2.6926384512335053 2.8388618230819702 4.3187147658318281 2.0368995144963264 1.8376434496603904 1.2003748794086275 3.4875644263811401 6.664634121581912 1.0331122883362693 1.9010823178105054 1.138020990649238 0.29505057047936134 245.72434935008641
leaf_count=2 60 48 12 24 42 16 20 14 107 24 2 31 4 117 28 31 25 33 16 25 5 8 43 21 38 66 11 28 95 1904
internal_value=-3.44095e-05 -0.00396764 0.000235344 0.0229822 -0.00527148 -0.00198526 -0.00724877 -0.00216815 0.000441354 -0.00971676 -0.0031154 -0.0174836 -0.0561428 -0.0197346 -0.0535493 0.0185883 -0.0118021 -0.0416586 -0.0775022 -0.0226894 0.0634482 0.0326392 -0.0328627 -0.00221891 0.016851 -0.0579864 -0.0621173 -0.10641 0.0352727 0.00148077
internal_weight=355.752 98.9333 91.4266 17.8196 73.607 69.5844 59.9478 56.7186 54.7387 37.0734 32.4582 26.6957 4.61526 3.18336 2.49634 10.7121 6.11222 15.9836 5.5315 10.4521 5.76246 3.72556 1.88791 11.6194 8.13185 1.46721 4.02263 2.12155 1.00416 256.819
internal_count=2900 936 888 151 737 686 644 628 614 507 239 181 268 244 240 76 56 105 49 56 58 53 45 127 106 68 51 40 123 1964
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 1 0 0 1 1 2 0 0 2 1 2 1 2 2 0 2 2 0 0 1 1 0 2 2 0
split_gain=0.195792 2.69085 1.56692 1.41052 1.31458 2.14261 3.79449 2.12736 1.56352 1.02649 1.2417 1.10401 1.54767 1.07511 4.11602 1.91784 2.1062 1.6907 1.53299 4.87012 3.10331 1.82388 1.17202 2.01582 6.06878 1.11901 0.943929 1.28197 1.14689 0.865815
threshold=0.34632196640000007 0.3459626957000001 0.3465914194000001 0.48759019190000008 0.34575312120000007 0.34548366815000003 0.48119816770000007 0.47961138885000004 0.34542378970000004 0.34527409360000011 41.726652433350004 0.48181192180000004 0.48015029490000011 43.968221017800005 0.34479506600000004 43.061965423550006 0.34446573455000007 42.686561923500008 41.872669623500009 0.47577916830000005 41.726652433350004 39.646013290900008 0.47851860725000006 0.47715637260000004 0.32272985840000007 0.34479506600000004 0.47577916830000005 38.938637541200009 35.818873074050011 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 -2 4 5 8 7 -7 9 11 -11 12 13 15 -15 17 -17 18 20 -20 21 25 23 24 -23 26 27 28 -1 -4
right_child=2 -3 29 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.032987122432553244 0.066991713458024335 -0.064273595418941037 0.031368317679497458 0.065684243253066044 0.033968928999965953 -0.056601426716248605 -0.13856903666833936 0.037940053231720568 0.056052005366501789 -0.0053458962273515561 -0.078799611994161634 0.03608215640800546 -0.066228022454527635 -0.0048634156890180313 0.12178787700569316 0.0067495010998401819 -0.15452835251487329 0.061694408425394781 0.024720975993552809 -0.16208311250379254 0.095643950574756942 0.053778160664009013 -0.07506111724833725 0.02557933583455458 -0.15695896723303226 0.0741784235483159 -0.056842627311870147 0.070499641096806911 -0.044863710533363972 -0.00059349648688789697
leaf_weight=3.7491431572707388 3.6139336228370658 6.8289805874228469 8.8128416949184594 3.2117591090500346 9.5248416718095523 5.0371788879856449 3.1453234627842894 4.5121150016784668 4.8130623493343583 6.1241971773561072 3.6868614507839084 8.1964807100594026 3.6387118287384501 10.891505794483235 3.3568839877843848 1.4991082502529018 1.7609164379537103 3.9328221892938009 3.2691106486599883 2.4352570623159409 3.144473096355795 2.5608543241396529 4.5707566440105429 5.8807593509554863 2.9301015515811741 2.7159360257210201 2.1553138867020598 3.0481457374989986 3.8208327565807849 221.3745542497054
leaf_count=61 14 37 96 12 41 42 19 16 24 32 31 33 19 95 7 48 18 31 48 24 11 23 23 22 29 16 11 11 40 1966
internal_value=-3.14289e-05 -0.00330697 0.00165595 0.000357594 -0.00154288 -0.00489595 -0.043307 -0.0119298 0.000633723 -0.00256572 -0.0329488 0.00148678 -0.00285162 0.000884633 0.0249753 -0.00634578 -0.0803654 -0.000888038 -0.0069983 -0.0550277 0.000925547 -0.00855018 -0.0322941 -0.0151043 -0.0586761 0.0158883 0.00349445 0.0157419 -0.00630693 0.000630178
internal_weight=354.243 120.441 233.801 113.612 110.401 100.876 12.6946 9.54929 88.1812 83.3682 9.81106 73.5571 65.3606 61.7219 14.2484 47.4735 3.26002 44.2135 40.2807 5.70437 34.5763 31.4318 15.9425 11.3717 5.49096 15.4894 12.7734 10.6181 7.56998 230.187
internal_count=2900 824 2076 787 775 734 77 58 657 633 63 570 537 518 102 416 66 350 319 72 247 236 97 74 52 139 123 112 101 2062
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 2 1 0 2 2 2 0 2 1 2 2 1 0 2 1 2 2 2 2 2 0 0 1 0 0
split_gain=0.203859 0.95869 1.12189 0.899634 1.0898 0.691953 0.30413 1.96126 0.408676 1.93864 1.20674 0.637605 0.404457 0.385082 0.39785 1.83321 2.88543 1.77744 5.14824 2.3572 2.89239 1.9668 1.42975 1.27065 2.17116 1.17793 1.41638 0.74496 0.527501 1.3276
threshold=33.96174662340001 0.38185982460000006 0.38573695400000008 0.43166372265000008 0.43625939340000008 34.542090938800008 0.34193587020000005 0.4622167001000001 41.902916368500009 44.921040431000009 39.468990633150007 0.39614083410000006 48.988717865950008 0.34392682850000006 40.166811829450005 40.496232821400007 0.40621538280000008 0.47943175355000006 38.938637541200009 0.34554354660000003 40.036761086100007 39.852039223600009 40.337496327150006 39.344049039350004 39.268993001500007 0.52215502530000013 0.52746923745000018 0.42019700010000005 0.56424957340000015 0.54384599265000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 7 8 10 -10 -7 -11 -13 -8 17 16 22 18 -15 -19 21 23 -16 24 28 -25 -27 -28 29 -21
right_child=5 2 3 4 -6 6 13 -9 9 11 -12 12 -14 14 15 -17 -18 19 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.073386271383362775 0.043038862650005914 0.11251943861021999 -0.073750575710207378 0.08669728271450361 -0.11330270875754199 -0.029361056918008555 0.025985247210901442 -0.10897482495975262 -0.10974747674882718 0.041989282900784741 0.052695579684182897 -0.035477990822848013 0.013656617529177101 0.038711424629179307 0.028619953656349548 4.4534268147778569e-05 -0.039421157309578264 0.067351645865397783 -0.12237043226950937 -0.0099332560522378335 -0.097202875104644926 0.046400275117631298 0.10223028894876357 -0.086721638929907391 0.0905596366795033 0.04237610509524628 -0.0065564467234783749 -0.078976693377751317 -0.03570482261660448 0.029538434587839502
leaf_weight=2.0616859125439069 3.7461641158442935 0.8501800745725635 1.4536653114482763 1.1029292643070219 0.3618301075475755 3.2123428536579075 5.8584531024098387 1.8918896303512145 1.7827622675104056 3.0038423128426057 4.0538989771157503 3.7232465441338718 3.0458222553133965 3.5886690232437086 5.5526381530798954 208.67073631798849 3.658786363201215 4.7471893131732932 4.4375421346630901 40.221939036622643 3.2753117076936169 7.7886176842730483 5.0280100861564279 3.3458510786294928 2.5049321372061959 2.7468344420194608 2.6737767215818167 3.0301105788676068 4.9682362801977424 10.811513701453803
leaf_count=72 36 4 22 9 109 36 24 30 112 18 33 33 14 33 28 1549 33 19 30 230 29 39 21 19 10 10 15 35 171 77
internal_value=-1.78907e-05 -0.018562 0.0114307 -0.0180179 0.0372926 0.000293356 -0.000172654 -0.0119189 -0.0021633 -0.0138479 0.016419 0.00364595 -0.0133693 0.000580838 0.000111416 0.00241349 0.0371291 -0.00533953 -0.0503477 -0.00114458 -0.00514084 -0.0012796 0.0636002 -0.00656186 -0.000525135 -0.0365018 -0.0166185 -0.0450287 -0.00459932 -0.00157112
internal_weight=353.199 5.83029 3.7686 2.91842 1.46476 347.369 343.623 20.7138 18.8219 11.5557 7.26624 9.77291 6.76907 322.909 317.051 222.91 14.2394 94.1405 8.02621 86.1143 81.3671 78.0918 10.5806 70.3032 58.5066 11.7966 8.45072 5.70389 56.0017 51.0335
internal_count=2900 216 144 140 118 2684 2648 276 246 177 69 65 47 2372 2348 1631 82 717 63 654 635 606 49 567 488 79 60 50 478 307
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 0 1 1 0 1 0 1 2 1 0 0 2 2 2 2 0 1 1 0 2 1 1 0 2
split_gain=0.203453 1.12191 1.10881 0.575992 0.475048 2.08782 0.268411 0.731205 1.7919 0.559545 1.00881 2.63844 0.873206 0.662778 0.59808 0.302091 2.59161 3.28936 1.06876 3.35594 1.67145 1.57176 1.14497 1.09539 0.738066 0.556082 0.509715 1.25377 1.88609 1.1627
threshold=0.39672464895000009 49.110028829250005 44.921040431000009 0.3972336157500001 0.41932876265000008 0.31148768000000004 0.43447800965000011 0.33672644530000007 0.32272985840000007 0.46768060835000008 0.34446573455000007 0.4622167001000001 0.34307356065000005 45.027406014450008 0.34392682850000006 0.47886290830000006 0.47796473160000008 40.532725462000009 42.773538294100007 43.45354240915001 41.395309858300003 0.47694679800000012 0.34530403280000005 0.34548366815000003 0.47905751325000007 43.061965423550006 0.34536391125000004 0.34569324270000007 0.47976108500000009 41.495754733000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 8 -8 10 -9 13 -11 -12 -14 16 18 -18 20 25 22 -22 -16 -21 -17 -20 29 -28 -29 -26
right_child=3 -3 -4 4 6 -7 7 9 -10 12 11 -13 14 -15 15 24 17 -19 19 23 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.10476962825154393 0.050005426669608055 -0.12478929379015476 0.019108472822869482 -0.14784001386882339 0.025466832013248938 0.045538212375331615 0.018811349672703103 0.087783544277963449 -0.10077013121833643 -0.051784344373124305 -0.11595358470603434 0.095049019097685983 0.044666414120995125 0.00033719214055657608 -0.046877318865948585 0.052241942572835334 -0.0098079436222470902 -0.13788696452093505 -0.066854514126388584 0.05198513424409134 -0.0048708586690854221 0.062174869218982437 0.023852937173657246 -0.024141023813693336 0.034539071023580774 -0.14766179817924993 -0.034247874088788863 0.079164784731850263 -1.3762415724022525e-05 -0.011925931445243634
leaf_weight=0.86233728076331218 2.317372294375672 0.84853671491146077 4.4574192054569721 1.0593239157460623 4.1804875119123599 1.1804781107930464 2.642931852489709 2.0478354059159747 2.3829286363907158 3.2245726808905593 1.3415611002128578 1.6576579969841985 3.0389527902007094 0.77218052744865406 5.4081883579492587 2.8171845376491538 5.4775722399353963 3.1631258241832256 1.8850199030712231 3.9715409148484468 5.6057616788893929 9.2931710928678495 3.9678106526844203 3.6066978853195906 13.018110290169718 1.5533817131072281 10.540095984935759 3.0470776110887519 237.54265098122414 9.1851356811821443
leaf_count=116 12 10 20 29 36 43 18 10 48 19 53 11 12 4 27 10 23 38 20 15 36 33 19 25 53 27 53 9 2031 40
internal_value=-3.45629e-06 -0.0180051 -0.000972278 0.000317532 -1.75709e-05 -0.0459208 0.000283609 -2.86121e-05 -0.0378862 0.000544196 0.0312802 0.000599332 -3.87132e-06 -0.0734709 0.000512869 9.36629e-05 -0.00760861 -0.0566942 0.00440938 -0.0214226 0.0161327 0.0369487 -0.0169451 0.0157545 0.001319 -0.103361 0.000794153 -0.000489881 0.000989037 0.0153172
internal_weight=352.097 6.16829 5.31976 345.929 343.611 2.2398 341.372 337.191 5.02586 332.165 5.81924 3.7714 326.346 2.11374 323.121 320.083 43.9323 8.6407 35.2916 11.0166 24.2749 14.8989 9.376 7.57824 276.15 3.4384 273.333 251.13 240.59 22.2032
internal_count=2900 146 136 2754 2742 72 2670 2634 66 2568 78 68 2490 57 2471 2459 263 61 202 87 115 69 46 40 2196 47 2186 2093 2040 93
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 2 0 1 2 2 2 2 1 1 1 0 0 2 1 1 2 1 2 2 2 2 2 0 2
split_gain=0.191754 0.792384 1.13134 0.720216 0.929226 0.54319 0.6637 0.42242 0.538964 0.381949 0.608082 0.704646 0.956111 1.35338 0.70152 2.55587 1.7642 1.46361 1.84969 1.11693 1.50615 2.36786 1.43396 1.07896 1.23829 1.39384 1.15294 1.03144 0.903604 4.21288
threshold=50.666627092000006 0.50525433370000017 0.49901200560000009 0.5810754169000002 51.779769178100004 50.065525775750011 49.275256100300005 0.3972336157500001 0.43887907550000005 48.852845034800005 48.461603274950008 47.833738492450003 45.673096293200011 0.37482410710000008 0.46613873835000008 0.47277027635000007 0.58736265385000019 0.58859016195000013 44.710446918150005 0.45772581660000006 0.45206730335000006 39.468990633150007 0.44922307715000004 42.526729949000007 42.508878681700004 40.79983011445001 40.742467179200005 37.272044000450002 0.56915960600000015 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 10 11 12 14 -14 19 -16 -17 -18 23 20 22 -22 28 24 25 26 27 -19 -1 -30
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 15 16 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013377834451262143 0.047342703489424862 -0.1168990655557911 0.10693284799705881 -0.12184685798599917 -0.11477516292630659 0.041613055397186821 8.0449296561512586e-05 -0.11825001693445081 -0.016036635678987787 0.02074895040510364 -0.041251477686526768 0.033533090315597168 -0.12593189789565856 -0.016376487824225624 -0.13942802230259693 -0.119821241071007 0.15236417408407757 0.045159073284058493 0.10562823363519168 0.037344470194116117 -0.002246191496854059 -0.1358308804241877 0.061594838924989508 -0.11688568898108645 0.13505020892556807 -0.11717337806995652 0.13950983884477786 -0.11869597761464452 0.042390252086430748 -0.11728725445668522
leaf_weight=278.52792162302649 1.2179969018325212 0.71869587921537448 0.74691617861390103 0.67189595755189646 0.49816276459023345 3.1440595295280209 1.3257704041898244 1.1432238388806584 0.94008330185897637 8.8935381839983148 3.5782253853976718 6.2203058013692489 1.3318215971812586 7.3531348644755781 1.649231824412708 1.1096101446310038 0.70674094930291165 0.90559830737765989 1.3186898729763923 8.363005677063482 3.6842338817659757 2.0738160479813814 3.8904084060341111 1.0641446915687991 0.55509126186370839 1.1168938274495301 0.59064764180220652 0.66721557115670294 3.3627573109115465 3.2484665792435408
leaf_count=1817 12 34 3 25 57 33 8 25 22 45 22 33 34 98 41 46 3 107 7 59 34 27 19 58 1 75 2 85 41 27
internal_value=-9.87219e-06 -0.0221936 -0.000482296 -0.0340787 0.000283513 0.00023666 -0.000141925 -0.0440457 -0.0721267 0.000298011 -0.000250951 0.000196688 -0.000448258 -0.0331766 0.000460351 -0.0260349 -0.00275918 0.0159979 0.000499157 0.00130672 0.00028434 -0.050358 0.00129324 -0.0277956 -0.00307753 -0.0264511 0.0203846 -0.0243511 0.000470488 -0.0360683
internal_weight=350.618 3.85367 3.13497 2.38806 1.71616 346.765 343.621 3.40908 2.08331 340.211 331.318 327.74 321.519 8.68496 312.834 9.68386 8.03463 6.92502 6.21828 303.151 294.788 5.75805 289.03 4.89959 3.83545 3.28036 2.16346 1.57281 285.139 6.61122
internal_count=2900 131 97 94 69 2769 2736 55 47 2681 2636 2614 2581 132 2449 425 384 338 335 2024 1965 61 1904 328 270 269 194 192 1885 68
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 0 1 0 0 2 2 1 1 1 1 0 0 1 1 2 1 1 0 0 1 0 0 0 1
split_gain=0.193129 1.70404 0.769319 0.805596 1.36496 0.669091 1.15457 0.568527 0.843968 0.294579 0.946091 2.03495 0.876835 2.13314 2.1155 0.834996 0.512981 0.736506 2.71521 1.3467 2.01526 1.18159 2.1141 1.19665 1.52683 2.03106 1.19256 1.55387 1.15789 1.01939
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 48.315732392000008 0.52041855035000018 0.65092362505000012 0.49901200560000009 0.63075955810000017 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46419268885000003 0.58859016195000013 0.57944372925000021 0.45772581660000006 0.45393850480000009 39.211875820650008 0.44286099220000008 0.43887907550000005 0.56793209785000009 0.55754318735000019 0.42970270350000012 0.55481871800000016 0.55041765215000005 0.56323163980000013 0.41985269900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 7 -5 -6 -7 -4 -9 12 11 -11 15 -14 -15 16 17 19 -19 21 -21 22 23 24 26 -26 27 29 -23 -1
right_child=1 2 3 4 5 6 -8 8 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0005557207340634423 -0.15288224691617308 -0.11969122379168351 0.093406591776067929 -0.12912668763841792 -0.038966185593887266 0.15290112505598813 -0.012014804815545298 0.080240719983810743 -0.12737372907947161 0.11074722069400045 0.05035597715948479 -0.11333142621168485 -0.13625985003345178 0.029023873964737497 -0.11001082103940685 0.053294143196505599 0.035719668291557198 -0.14153993992454519 0.041368941867833499 0.012876802998570717 -0.13617881314902006 -0.0030451173746301359 -0.078748295519503603 0.058148419596960765 -0.13229879577200054 -0.014727623740719405 0.063170425233852343 -0.062149858508034596 0.054453784944677411 0.021547995410128765
leaf_weight=255.41242696228437 0.81002009869553049 0.49326104811916582 1.5013859421014788 0.8552023149095479 1.3744703945703807 0.70825547957792867 1.0596565527375785 0.44455369887873519 0.34991629800060764 0.61422885855426912 3.9267288371920586 1.1913527146680278 1.6012370690004889 4.3547078855335712 1.4617236553167456 2.9927161037921897 4.0225243457243769 1.579989189631305 1.6687734453007577 1.8477272447198623 1.7817020122893152 6.2561710355803353 3.4019575808197251 3.5616752533242098 1.9405255955643941 6.0512928944081068 3.0564535760786375 3.9202812439762047 7.9562816489487886 22.720614180667326
leaf_count=1709 23 131 7 31 15 3 49 5 63 18 34 59 55 40 82 11 37 29 12 21 29 32 26 29 38 41 33 49 45 144
internal_value=-2.13297e-05 -0.0157913 0.000571069 0.00999687 -0.0171168 0.0133668 0.0540533 0.0572076 -0.011201 0.000329659 0.0228077 -0.0371036 -5.42956e-05 -0.0340537 -0.00591685 0.000714195 0.000230286 -0.000214224 -0.0475862 0.000269881 -0.0602952 0.000969315 -0.000365136 0.000533715 -0.0001664 -0.0432756 0.00104198 0.000368727 0.0291434 0.00124993
internal_weight=348.918 7.59672 6.7867 6.29344 3.99758 3.14238 1.76791 2.29586 0.79447 341.321 5.73231 1.80558 335.589 7.41767 5.81643 328.171 325.178 321.156 3.24876 317.907 3.62943 314.278 300.065 296.663 293.102 7.99182 285.11 282.053 14.2125 278.133
internal_count=2900 327 304 173 98 67 52 75 68 2573 111 77 2462 177 122 2285 2274 2237 41 2196 50 2146 2069 2043 2014 79 1935 1902 77 1853
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 0 2 2 2 2 1 0 1 2 2 1 1 2 0 1 0 0 0 0 2 0 2 2 0
split_gain=0.184656 1.43739 4.96696 1.51025 2.29369 2.86569 2.03835 1.80421 4.18744 2.98174 1.02493 3.50684 2.41073 3.93727 1.23528 1.17171 1.03255 2.01201 0.852062 1.27078 3.30766 4.99877 2.89037 3.19548 2.71281 1.73858 1.50886 1.38842 4.25067 1.3213
threshold=41.811877919650009 41.621607100200002 0.48181192180000004 41.532441862050007 41.322103772800006 0.34512439750000007 0.48661716715000009 41.134354310300004 41.028010303750008 41.21013581150001 42.178283198950005 0.34515433670000012 0.48119816770000007 0.42067602765000006 42.027086531450003 42.34047585750001 0.34512439750000007 0.41129008115000004 40.823855932350007 0.54095685760000012 0.42829556000000008 0.54384599265000022 0.54384599265000022 0.55671985870000007 0.55980359870000018 38.771633980050005 0.56276758185000009 40.305698932850007 40.496232821400007 0.53978922790000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 8 18 -9 11 -2 -13 14 -14 16 -12 -18 19 27 21 -21 -22 -24 -25 -23 -26 29 -29 -1
right_child=10 2 -4 -5 5 6 -8 9 -10 -11 15 12 13 -15 -16 -17 17 -19 -20 20 22 25 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.0033191413393321538 -0.078479025743686495 0.022804016283319621 -0.13043282633428674 0.048829439079318027 0.030919110443056331 -0.15897558289627806 -0.043978046108904177 0.085234970155967274 -0.099583335994885169 -0.0073118917139612521 0.015524562453913282 0.090814884511754415 -0.069777475539096676 0.082470672732282535 0.010443291366348228 0.001195263245623816 -0.14428205942063405 0.0041543933924675846 0.030986284862898002 -0.17894846342600346 0.12322727504455018 0.027002284366224833 -0.095010115412317533 0.098065330351107413 -0.10648581695040456 -0.064477384245000727 0.0025180645295587358 0.090536064476183203 -0.01153613465449959 0.06038815749320299
leaf_weight=84.34515522280708 2.9604554986581233 5.0100540295243245 3.6609190660528839 6.0680454144021487 3.0585817629471403 2.4307516827248037 4.2125372196314856 6.435695371241307 4.3009736010571933 7.583643707446754 1.8279243281576771 6.014894641935828 3.9798779338598234 5.0648427422274835 3.707802196033299 128.32008668268099 1.997554447501898 1.6821466457913627 8.6375005323206988 2.7794246450066558 1.8466380946338201 3.7032493785954994 3.4820296638645258 2.9089763867668834 1.388285525143149 4.7323682364076376 14.890388383282696 6.9346812707372036 9.9103016038425249 3.3862504791468373
leaf_count=556 38 28 38 33 14 16 36 22 34 44 14 23 26 35 21 1177 22 19 48 19 5 36 39 17 11 30 400 32 54 13
internal_value=-3.24993e-05 -0.00210969 -0.0418932 -0.000225023 -0.00190705 -0.0491782 -0.0860552 0.000834805 -0.00230649 0.0351725 0.00252743 0.0226725 0.0386286 0.0140142 -0.0310866 -0.000743261 -0.0459082 -0.0764255 0.000502493 -0.00137412 -0.0176553 -0.0626398 0.00292296 -0.00687685 0.0091169 -0.0243177 -0.00677806 0.00418879 0.0304846 -0.000860172
internal_weight=347.262 191.706 8.67097 183.035 176.967 9.70187 6.64329 167.266 153.246 14.0193 155.556 21.7279 18.7674 12.7525 7.68768 133.828 5.50763 3.6797 148.945 140.308 35.7314 11.215 24.5163 22.6697 19.1877 8.43562 16.2787 104.576 16.845 87.7314
internal_count=2900 1525 66 1459 1426 66 52 1360 1294 66 1375 143 105 82 47 1232 55 41 1260 1212 557 85 472 467 428 66 411 655 86 569
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 1 2 1 2 0 1 0 0 2 0 0 1 1 2 0 0 1 1 1 0 1 0 0 0
split_gain=0.202117 0.727073 1.0543 1.82572 0.860003 1.35778 0.890411 0.646946 0.385529 0.332209 2.33645 2.01322 1.68547 1.72916 0.907617 2.00122 1.62195 1.23806 1.4167 0.715358 0.608575 4.77388 2.78844 5.3065 2.59834 4.21366 3.95409 2.11791 3.44631 1.82736
threshold=33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.39458399450000009 0.43166372265000008 0.43625939340000008 34.997818021800008 0.38185982460000006 37.020641110850008 0.52975958800000011 0.45976168375000009 0.51929582950000019 0.50109278165000015 37.858673296900008 0.52324780695000006 0.54384599265000022 0.42274183410000005 0.45280081435000008 38.052786106700005 0.50300889195000009 0.50482021495000018 0.37668033890000002 0.37138109635000011 0.36254902550000007 0.48140774230000011 0.38185982460000006 0.51700547890000015 0.52104727400000017 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -2 10 12 -12 13 -9 15 -11 -17 -18 -19 -16 24 -22 23 -23 -21 -26 -27 -24 -29 -30
right_child=7 2 3 4 5 6 -8 9 -10 14 11 -13 -14 -15 19 16 17 18 -20 20 21 22 27 -25 25 26 -28 28 29 -31
leaf_value=-0.066269322023035676 0.055695529095514167 0.11128803239461793 -0.25055942403146841 0.11331281142969013 -0.1535428586368722 0.076511102575144388 -0.11208797707895463 0.0066251508064989169 0.0042453408352254801 0.060627128651809026 -0.14008173707584057 0.044760070848746031 0.050368130389584181 -0.079644994840421063 -0.050744514138721344 -0.083570112074305758 0.11434447086679489 -0.12168178811612095 0.038327309016441796 -0.0020451194945516229 0.089615144126349022 0.011131549279453831 0.060867652408639727 -0.14428166380762703 0.036772829991249034 -0.21528246413100194 -0.0033682493420197817 -0.12484588327187605 0.036934287247462151 -0.00067027372904376349
leaf_weight=2.0519685914623542 3.3154842499643555 0.77912533283233676 0.30647154152393374 0.59234124422073398 0.57259099464863528 1.0194399710744617 0.33180577332677774 7.6307493348140287 2.5973620507575106 7.4113780227489752 2.2979582850821312 0.79243430664064352 5.0086785219609729 3.3404176868498325 2.8210009467438786 2.2768969088792801 1.0717598721385004 0.82235504430718753 1.6914650784747207 135.75090297113638 6.27177461516112 5.3055041832849366 6.2618298525921992 3.7498130053281784 2.3235586783848694 2.316180601716042 1.4204904502257703 2.1289007703308007 14.487868902506305 119.5914086579869
leaf_count=72 19 4 3 2 17 9 109 52 41 40 53 35 33 19 24 20 3 24 33 868 31 40 40 42 17 19 35 20 79 1097
internal_value=-5.86644e-06 -0.0187584 0.00830913 -0.0201157 0.00795239 -0.0244876 0.0301996 0.000305334 0.0330948 -0.000273801 -0.0130909 -0.0926848 0.00230197 -0.0196417 0.000500427 0.0260937 -0.0175637 0.0243513 -0.014017 -0.00062288 -0.000150953 0.00412158 0.000582924 -0.0532252 -0.00490512 -0.06897 -0.134724 0.00400294 0.00138872 0.00339307
internal_weight=346.34 5.65374 3.60177 2.82265 2.51618 1.92384 1.35125 340.686 5.91285 334.773 19.0702 3.09039 15.9798 10.9712 315.703 13.2739 5.86248 3.58558 2.51382 302.429 299.608 157.797 151.525 9.05532 141.811 6.06023 3.73667 142.47 136.208 134.079
internal_count=2900 216 144 140 137 135 118 2684 60 2624 192 88 104 71 2432 120 80 60 57 2312 2288 1349 1318 82 939 71 54 1236 1196 1176
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 1 2 2 2 2 1 1 0 1 0 2 2 2 2 2 1 1 2 1 2 0 2 0
split_gain=0.177217 0.712445 0.635593 0.591669 0.43976 0.528195 0.363974 0.520841 0.321729 0.717646 0.652282 0.833207 1.2374 0.533323 2.10128 1.56999 1.38549 1.51952 0.928217 1.05976 1.14065 0.929971 0.852459 1.30162 1.99351 1.13441 0.790736 0.759341 3.47136 1.26156
threshold=50.666627092000006 51.307674290650006 51.779769178100004 0.61532588845000014 50.065525775750011 49.275256100300005 0.3972336157500001 0.43887907550000005 48.680511450650009 48.315732392000008 47.833738492450003 45.673096293200011 0.37482410710000008 0.46613873835000008 0.58736265385000019 0.47277027635000007 0.58859016195000013 44.710446918150005 42.526729949000007 42.508878681700004 40.79983011445001 40.742467179200005 0.45772581660000006 0.45206730335000006 39.468990633150007 0.44922307715000004 37.272044000450002 0.56915960600000015 41.24714903835001 0.57357564145000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 -7 -8 9 10 11 13 -13 22 -15 -16 -17 18 19 20 21 26 23 25 -25 27 -18 -1 29 -29
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12 12 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012805945360784316 -0.12685893833683418 0.058489752641766896 -0.10981200975708127 0.0052240344214397466 0.037622898872427056 0.00021296843400657277 -0.11626324078606519 -0.012311198810688557 0.016772251456009253 -0.050012258953596934 0.039494701148779482 -0.1244336305223859 -0.01561230433506036 -0.12041661920500497 -0.14821595630057735 0.14909233329899108 0.036849972693989701 0.10083090258203248 -0.11520972136203873 0.12973076779754864 -0.11443547461846167 0.13109539742394336 0.033121942256763105 -0.0049472432318046289 -0.13284637492157123 0.056516962982726765 -0.11584546316264166 -0.043971009761277102 -0.1423679079748523 0.064090322305487224
leaf_weight=275.62723799492233 0.55002843169495408 1.0755040068179371 0.71216016600374121 1.2013071682304142 3.116002347553148 1.3256757371127599 1.0337113679852334 0.90306677808985103 11.415690527297555 2.8791339751332989 4.1563397403806439 1.2227952782995979 7.1830884532537311 1.7924129385792165 0.63851323298877094 0.69893798511475314 0.8451962472463499 1.17160167125985 0.94404013524763275 0.5102517008781432 0.97955833695596073 0.52848096366506059 8.126473641896153 3.6095971741597159 1.8398214811459181 3.6608540313318363 0.56641985484748147 1.9355947840958823 2.0106319496408105 2.4450711149838753
leaf_count=1817 22 11 81 17 33 8 25 22 56 22 22 34 98 64 23 3 107 7 58 1 75 2 59 34 27 19 85 14 21 33
internal_value=-3.30139e-06 -0.0222656 -0.00301847 -0.0375904 0.000227631 -0.000117062 -0.0401594 -0.0677932 0.000273144 -0.000309308 0.000137196 -0.000379921 -0.0314424 0.000468022 -0.0239744 0.00114025 0.0164123 -0.000310179 -0.0274017 -0.00323366 -0.0264711 0.0179423 0.00117661 0.000284897 -0.0481283 0.00120839 -0.02442 0.000490438 -0.0335854 0.0163435
internal_weight=344.705 3.539 2.98897 1.91347 341.166 338.05 3.26245 1.93678 334.788 323.372 320.493 316.337 8.40588 307.931 8.67541 6.883 6.24449 5.54555 4.37395 3.42991 2.91966 1.9401 299.255 291.129 5.44942 285.679 1.41162 282.019 6.3913 4.38067
internal_count=2900 131 109 98 2769 2736 55 47 2681 2625 2603 2581 132 2449 425 361 338 335 328 270 269 194 2024 1965 61 1904 192 1885 68 47
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 0 1 1 1 0 2 2 1 1 1 1 0 0 1 2 1 1 0 0 0 2 1 1 0
split_gain=0.184924 1.48122 0.646676 0.640526 1.22797 0.472377 0.681315 0.416598 1.20657 0.734325 0.253288 0.712792 1.62502 0.606812 1.78209 1.86626 0.592449 0.407743 0.659337 1.09675 1.82516 0.928233 1.69484 0.991731 0.967815 2.7587 1.16586 1.13928 2.37032 2.10699
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 0.5024400467000002 0.49901200560000009 0.63075955810000017 0.52041855035000018 0.52332265500000019 0.59210802070000013 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46419268885000003 0.58859016195000013 0.57944372925000021 0.45393850480000009 39.211875820650008 0.44286099220000008 0.43887907550000005 0.56323163980000013 0.56501302355000016 0.55754318735000019 42.233786329550007 0.43590012275000006 0.42970270350000012 0.54475913895000005
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -4 -7 -6 -9 -10 13 12 -12 16 -15 -16 17 18 19 21 -21 22 24 -23 25 27 -27 28 -1 -30
right_child=1 2 3 4 7 6 -8 8 9 -11 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.001382468075110785 -0.15032866400544634 -0.1165824336356005 0.086507116478704321 -0.12448930732578536 -0.031842289626707924 0.071913622047048667 -0.12575678750433722 0.15255225966293831 0.035039636038535646 -0.13622322171026932 0.10030990565608125 0.045548354117361557 -0.11086597236668526 -0.13149322507388911 0.028800222337353923 -0.10902229514387957 0.045705084419269668 0.032059157889231797 -0.046328499342632612 0.012466522885937373 -0.13339688812708447 -0.0038131155048144317 -0.071258640591646619 0.050384701104664309 0.039011848067749627 -0.039048868922401551 -0.14184450374307453 0.062090580250701813 -0.020279527117494103 -0.16937707020233772
leaf_weight=275.16914490162162 0.73563477207790029 0.44694621433154669 1.3902928121387961 0.82166014052927527 1.2324763438664379 0.40239108772948373 0.30770389171084389 0.65225648880004872 0.82778491498902418 0.3589074166957289 0.57081875787116487 3.7679709843359888 1.0076382861589079 1.3702822042250762 4.1439918163814582 1.2878279275319071 2.8855345696210852 3.9650136365089557 3.0697724641649975 1.8310519913211458 1.613998762797564 6.0694553661160153 3.3291006740182629 7.6086013088934124 6.3821003930643192 3.1329487692564717 1.7030582092702387 3.0124828719999632 2.5561745932791373 1.5063553173094986
leaf_count=1855 23 131 7 10 14 5 63 1 34 39 18 34 59 55 40 82 11 37 41 21 29 32 26 45 47 32 29 20 36 24
internal_value=-1.551e-05 -0.0158997 -0.000545014 0.00810815 -0.015904 0.0526149 -0.0137425 0.0131444 0.0432948 -0.0167577 0.00032375 0.0219157 -0.0344983 -2.53939e-05 -0.0295845 -0.00387606 0.000595491 0.000189928 -0.00020871 0.000242296 -0.0558702 0.000864934 -0.000308897 0.0263351 0.000495973 -0.000360277 -0.0752496 0.000922886 0.000262981 -0.0755638
internal_weight=343.159 7.17605 6.44042 5.99347 3.89309 2.10039 0.710095 3.07143 1.83895 1.18669 335.983 5.34643 1.57846 330.637 6.8021 5.43182 323.835 320.949 316.984 313.914 3.44505 310.469 296.791 13.6781 293.462 287.08 4.83601 282.244 279.232 4.06253
internal_count=2900 327 304 173 98 75 68 88 74 73 2573 111 77 2462 177 122 2285 2274 2237 2196 50 2146 2069 77 2043 1996 61 1935 1915 60
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 1 2 2 2 2 1 0 2 1 1 1 2 2 2 2 2 0 0 0 2 2 2 2 0 0
split_gain=0.192036 2.27679 1.27328 1.23663 1.12756 2.15478 2.06602 1.39011 3.4005 1.97925 1.48743 2.30786 2.21257 1.39556 1.06904 3.12372 2.49485 1.84226 0.944347 1.25079 3.96856 2.09934 1.59995 0.977134 0.858391 2.08231 2.10286 1.79752 0.849783 1.79654
threshold=0.34632196640000007 0.3459626957000001 0.48759019190000008 0.3465914194000001 39.530201452500002 0.34512439750000007 40.12915366295001 40.21994457600001 40.337496327150006 40.532725462000009 0.34575312120000007 0.48368312325000012 41.134354310300004 0.34515433670000012 0.34569324270000007 0.34545372890000009 43.245737185650007 41.24714903835001 41.395309858300003 41.872669623500009 42.233786329550007 0.48101853240000009 0.47796473160000008 0.47739588635000008 42.541806567400009 42.773538294100007 43.57842012870001 44.157169339850007 0.4622167001000001 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 4 -2 5 -1 -6 -8 -9 -10 11 12 13 -11 15 17 -17 -14 -19 -20 -21 22 23 24 -22 -26 -27 -28 -5 -30
right_child=3 -3 -4 28 6 -7 7 8 9 10 -12 -13 14 -15 -16 16 -18 18 19 20 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.0069428575296732247 0.061673325659242773 -0.059300759207159395 0.063356856902009359 -0.067130712520691277 -0.057673870704242458 0.10917482687525881 0.081178351286922523 -0.15116649871206791 0.077355233726655925 -0.10068415109405326 0.03562413035283872 -0.076808492326246522 0.085195046811765429 -0.01309327051517337 0.060780740100989432 -0.12102639304667523 0.011067229477685216 -0.049850639663146373 0.038099992530999618 -0.12383168971602565 -0.052216999032932865 0.0835764549924983 -0.065541107075290012 0.076790697869256644 0.094623279188072715 -0.08367294334162434 0.081016667223790348 -0.0065222916840853842 0.052243613217101928 -0.0002753889940892437
leaf_weight=12.53900314378552 3.384585812687873 6.8384887445718041 3.0988372415304175 1.8280909104505543 7.0890246406197539 2.4674175587715572 1.9869347363710392 1.5299079767428327 3.1250526243820778 3.5435191611759356 8.5275943987071496 4.633702687919139 2.9025983209721735 3.7376189492642879 3.0113167949020854 3.6069271927699438 2.3688444094732404 3.143647755496203 9.9003549818880838 2.4893842670135191 2.6034897528588905 3.2404046896845093 3.4186129109002641 1.8808679096400727 2.4735319511964944 2.7470721456920755 2.9742701177019617 11.099094528239219 6.7190309206489465 212.76721668247774
leaf_count=130 14 37 12 61 37 14 6 11 12 28 37 26 11 16 11 37 15 16 50 38 32 11 26 7 14 65 31 94 35 1966
internal_value=-2.62881e-05 -0.00331202 0.000164295 0.00168426 -0.00166514 0.0237523 -0.00580954 -0.00148122 -0.00346102 -0.000685852 -0.00380046 -0.00861874 -0.00376821 -0.0557212 0.00276954 -0.000415381 -0.0686634 0.00792935 0.00305078 0.00693392 -0.00243705 0.00749148 -0.00157374 0.00762286 0.00168173 0.00895472 -0.00364329 0.0119782 0.000766835 0.00133235
internal_weight=341.676 116.978 110.139 224.699 107.04 15.0064 92.0338 84.9447 82.9578 81.4279 78.3029 69.7753 65.1416 7.28114 57.8604 54.8491 5.97577 48.8733 45.9707 42.8271 32.9267 30.4373 27.1969 23.7783 21.8975 19.294 16.8204 14.0734 221.314 219.486
internal_count=2900 824 787 2076 775 144 631 594 588 577 565 528 502 44 458 447 52 395 384 368 318 280 269 243 236 204 190 125 2062 2001
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 0 1 1 2 2 2 2 2 1 0 1 0 2 2 2 2 0 0 1 1 0 0 0 2 1
split_gain=0.185231 0.581207 0.76584 0.682832 0.587775 0.75007 0.56989 0.757922 0.54823 0.21599 1.35037 0.641495 1.70651 0.783233 4.16794 1.26675 0.725408 0.694259 2.98964 2.84794 1.75403 1.58472 1.076 2.0036 1.04003 1.37618 1.09051 2.30558 1.63647 1.33479
threshold=33.96174662340001 0.49850303880000008 0.33960061075000009 0.4992664890500001 0.51700547890000015 0.52029879345000019 0.43166372265000008 0.43625939340000008 34.542090938800008 39.788107623550012 39.685256516350002 40.036761086100007 40.12915366295001 0.34427112960000006 0.4588185982500001 0.34458549145000011 0.43780126340000008 41.24714903835001 41.134354310300004 41.028010303750008 41.532441862050007 0.47778509625000004 0.48543456785000005 0.4019490434500001 0.44805544745000009 0.56276758185000009 0.55671985870000007 0.53978922790000017 40.621691032550004 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 -8 -2 10 -10 -11 -13 14 16 -15 -14 18 19 24 21 -19 -23 -24 26 -26 27 28 -17 -30
right_child=8 3 -4 4 5 6 7 -9 9 11 -12 12 13 15 -16 17 -18 20 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.002411757312925407 0.038691267978894217 0.11077072099688286 -0.16243886176067515 -0.090140400899719919 0.11186206148698144 -0.071256198425361503 0.069087258119171172 -0.11168419763116416 -0.0019371092158263184 0.025405177091493026 -0.06695757531655204 -0.073966399885724107 -0.0068601447760190436 0.056314446859783311 -0.12834198397968644 0.043511381202122432 0.054640880629266801 0.02296447748889973 0.069840605349672291 -0.076348086324713307 0.0019277902430977238 -0.099897392990745043 0.01079114139651487 -0.097224777239417068 -0.13286504478099945 -0.0023710264132985122 0.064940218781719947 -0.059360722946355637 -0.049578413350730988 0.028181463331317366
leaf_weight=0.61811976402532198 3.6770592021057373 0.48462526500225056 0.57935450313379988 0.82118855044245753 0.54141685366630588 1.102980890311301 0.98756947834044673 0.30312375789799262 82.347511828585993 10.625870072050018 3.3230166910216203 3.0550100274267598 12.280546375317501 4.3529706783592692 2.9106221548281601 13.926565818022945 2.2728102896362534 3.5535655883140853 7.6239252786617717 4.2053345191525286 149.16442931286292 3.467935733497141 4.3290110267698765 2.8463789382367395 1.0847640186548222 3.1692537706112489 4.1272895187139502 4.0937644317746154 4.5093415100127441 4.3245364148169756
leaf_count=38 36 2 28 7 2 21 9 109 660 60 24 24 187 15 35 72 21 15 31 31 1248 19 28 27 6 65 14 20 22 24
internal_value=-6.15856e-06 -0.0183136 -0.0798351 -0.000942219 -0.0153551 0.00556852 -0.0184736 0.0266325 0.000290803 -0.000135021 -0.00445914 0.00137134 0.000285991 0.00126273 -0.0191029 0.00291869 0.00274452 0.00181412 0.0125155 0.00143448 -0.00126895 -0.0348566 -0.0541618 -0.0320573 0.0107178 -0.0356467 0.017084 0.00972887 0.0221555 -0.0115118
internal_weight=340.71 5.43838 1.19747 4.2409 3.75628 2.93509 2.39367 1.29069 335.272 331.594 85.6705 245.924 235.298 232.243 17.464 214.779 14.5534 210.426 47.0648 39.4409 163.361 14.1969 10.6433 7.17539 35.2355 4.25402 30.9815 26.8542 22.7604 8.83388
internal_count=2900 216 66 150 148 141 139 118 2684 2648 684 1964 1904 1880 243 1637 208 1622 285 254 1337 89 74 55 223 71 152 138 118 46
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 1 1 0 1 1 2 2 0 2 1 1 1 1 2 2 0 1 2 0 2 0 1 0 0
split_gain=0.305407 0.437618 0.398985 0.870421 1.94449 0.358622 0.54848 0.385023 0.387662 1.45953 2.46989 1.32163 2.47158 0.538963 0.738557 2.19167 0.666774 0.617795 0.532309 0.344582 1.9566 1.58257 2.10217 2.89024 1.21834 1.40449 0.945449 0.991413 0.917589 0.796666
threshold=0.37395586960000005 0.39672464895000009 48.919835655300012 0.39614083410000006 48.315732392000008 0.41155953415000007 0.31728091975000011 0.31810424840000007 0.43780126340000008 0.32272985840000007 0.33263974130000007 39.468990633150007 41.678468725050003 0.46768060835000008 42.131954243650007 0.33960061075000009 0.34307356065000005 0.34392682850000006 0.34427112960000006 40.259171735100004 40.496232821400007 0.47943175355000006 0.34554354660000003 40.08085804200001 0.49320379630000005 39.893178577750007 0.57161462230000015 0.49091344570000006 0.53136133645000017 0.50109278165000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 -8 11 -10 -11 -9 -13 14 15 -12 -15 -18 -19 21 28 -20 -23 24 -24 26 29 -28 -21 -26
right_child=1 5 -4 -5 -6 6 7 8 9 10 13 12 -14 16 -16 -17 17 18 19 20 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.052644287717649507 -0.10663515602421325 0.031790171642453853 -0.071329903997837105 -0.07347054584795476 0.10101381194730863 -0.055071096813749477 0.043098537225618988 -0.16819879960615339 0.11291012884878043 -0.12411245448587252 0.076605041175159302 0.10159437743529641 -0.1133683357818261 -0.044888255495509885 0.067492416061997795 -0.10098846583691001 0.045494376044536627 -0.048662757901253843 -0.049682749475611167 0.073231889617721743 0.00059019760586790076 0.060186795163246071 -0.054745318537755043 -0.098010649249825971 0.026199240866488251 0.043026842027951567 -0.10833278419714948 0.024946166945400763 0.0076777347843526109 -0.0047340697202467637
leaf_weight=1.0987703762948502 0.68019010598072727 3.5717226136475793 1.5725574530661104 1.3169728548964488 1.3381902277469633 1.8030278449878085 2.0822610966861239 0.60328384483000208 1.1464380770921696 1.5986127727664996 1.5100370738655322 1.1244478649459781 1.0201108707115052 3.2820734828710547 2.8055440811440349 1.2872926663840187 3.0115660130977622 2.2332916483283034 7.1867980556562534 5.5838161334395391 197.30591126560466 5.2990898415446273 4.0392766576260319 3.1965973474434568 9.6352470526471716 7.4087351140333331 1.6480941145418904 0.84391607629368071 3.4573220047168434 61.260905315983109
leaf_count=24 99 36 13 7 3 38 8 25 4 39 9 14 36 22 15 37 12 12 39 27 1503 23 23 33 44 39 136 145 25 410
internal_value=8.22514e-06 -0.000162453 -0.0298061 -0.0102284 0.0310365 0.000273212 -6.75233e-05 0.000234308 -3.90691e-05 0.000278392 -0.00012188 -0.0374411 -0.0006578 0.000495614 0.0312389 -0.00512105 -5.05329e-05 0.000420969 -1.81834e-05 0.00033584 0.00267466 -0.00446534 -0.000983477 -0.00466559 -0.00114838 0.00153109 -0.00265802 -0.063198 0.048164 -0.000530032
internal_weight=339.952 338.853 4.90791 3.33535 2.01838 333.945 330.374 328.571 326.488 323.741 322.594 2.74784 2.14456 320.996 5.60287 2.79733 315.393 312.111 309.099 306.866 206.347 100.519 93.3319 88.0328 84.8362 80.7969 73.3882 2.49201 9.04114 70.8962
internal_count=2900 2876 122 109 102 2754 2718 2680 2672 2597 2593 75 50 2554 61 46 2493 2471 2459 2447 1555 892 853 830 797 774 735 281 52 454
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 0 0 0 0 2 2 2 1 0 0 1 0 1 1 0 1 1 1 1 1 0 1 0
split_gain=0.213378 5.02755 2.85893 8.06592 2.42047 3.32456 1.71762 1.22813 1.16905 1.05192 1.05178 1.0466 1.94519 1.52288 1.30117 3.0438 1.15654 1.02033 1.37003 0.884313 1.1735 0.853355 0.955516 3.68023 0.827267 1.60723 1.4468 2.68814 2.40953 2.0722
threshold=0.41917906650000009 0.54017843775000018 0.54317236010000014 0.40367054880000008 0.54475913895000005 0.54317236010000014 0.41640968835000008 0.52975958800000011 0.52877159370000015 0.55041765215000005 0.54511840960000013 38.386256906100009 37.962710038050005 38.592454371550012 0.42067602765000006 0.55240861050000023 0.55754318735000019 0.4355408521000001 0.56369569775000017 0.43625939340000008 0.49091344570000006 0.56276758185000009 0.43887907550000005 0.44489685935000006 0.40850573335000007 0.40259273675000007 0.39584144190000009 0.53484925600000011 0.39458399450000009 0.52898116820000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 9 5 -3 24 8 -2 -4 -5 12 17 -13 -15 -16 -17 -6 -19 -20 -21 -18 -23 -24 25 26 28 29 -1 -28
right_child=1 4 3 10 11 -7 -8 -9 -10 -11 -12 13 -14 14 15 16 21 18 19 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00058626472983326996 -0.10741534024375438 -0.0028509271524852576 0.07538536648246795 -0.24806367764062878 -0.11607095724021471 0.10120507655562082 0.05619349681640512 -0.16812444042249139 0.083358829662313519 -0.020684354496910834 -0.13304099265177519 0.090119519683926286 -0.1509844647286207 0.064126520172253593 -0.067672683353010632 0.047829780971078671 -0.032754961378705719 0.076658858695637391 0.071405384196169305 -0.11830647709418357 0.034736582936435216 0.041031463623484782 -0.10962215870199155 0.010063513816267557 -0.04939907656416731 0.066403475603294196 -0.015153374548618332 0.024137978034713119 0.073639447357351492 -0.1117932968451647
leaf_weight=211.76464886014583 1.0108352797105902 6.0337056163698417 2.3943427298217994 1.1545116426423194 0.77851802785880764 6.2519080713391304 5.4142760057002297 1.9092505685985086 0.47083186451345671 2.1751509695313871 2.5528412059647962 2.0783952344499985 1.2018127499613909 3.312456961721181 6.0228721834719172 6.2238667150959364 6.1545597910881034 1.7707225792109964 0.60572743043303523 1.4383653226250319 0.76882622214907304 6.9308800310827783 2.7965396875515571 31.597178304713452 3.4473240089137098 3.5835157898254684 4.2470658030360919 5.3361857160925856 4.4656744892708948 4.6460496187210083
leaf_count=1432 63 28 12 10 37 18 23 20 3 35 49 17 29 13 34 32 41 12 3 107 109 33 21 518 40 20 49 24 15 53
internal_value=1.20709e-05 0.00426919 -0.00146849 -0.0592639 0.00909016 0.0501011 0.000500856 -0.115108 -0.0467927 0.0296547 -0.16886 0.00206114 -0.0359974 0.00589757 0.00312074 -0.000262701 0.00729743 -0.0102256 0.00775197 -0.0356247 -0.0649973 0.00198419 0.00715797 0.000331919 -0.000768818 -5.25215e-05 -0.00108587 -0.0319727 0.000946674 -0.0656412
internal_weight=338.539 87.3573 251.182 8.27685 83.9663 12.2856 242.905 3.39092 1.48167 4.56949 3.70735 71.6807 6.56397 65.1167 63.0384 59.7259 53.703 5.36216 4.58364 2.81292 2.20719 47.4792 41.3246 34.3937 237.49 234.043 230.46 14.2293 216.23 8.89312
internal_count=2900 1138 1762 106 1052 46 1656 86 66 47 59 1006 297 709 692 679 645 268 231 219 216 613 572 539 1633 1593 1573 126 1447 102
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 0 1 1 1 0 0 0 0 1 1 2 2 1 2 2 0 1 2 0 2 0 0 2 2
split_gain=0.180823 1.29946 0.589044 0.745764 0.631945 0.672224 0.8187 0.906858 0.342649 0.296668 4.25857 2.26188 3.34521 1.75627 2.96357 1.13401 0.756149 2.52959 1.95922 1.84403 2.07601 3.24834 6.10892 6.56596 1.60707 1.4726 1.2452 1.28266 1.3357 1.62632
threshold=0.62406814170000013 0.47777012665000013 50.666627092000006 50.448116877400004 48.988717865950008 40.742467179200005 0.66294422320000013 0.57987784795000008 0.50525433370000017 0.41985269900000005 0.54017843775000018 0.54475913895000005 0.54317236010000014 0.54679500610000009 0.40367054880000008 0.42552618185000007 41.840895355800008 42.297164883650005 0.44286099220000008 41.322103772800006 41.134354310300004 0.55671985870000007 0.4211999641000001 39.420767558750008 0.55980359870000018 43.509905336500005 0.56276758185000009 0.56323163980000013 40.878805547300004 40.823855932350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 -3 8 -8 -7 13 15 12 -12 -1 -15 -11 19 -18 25 20 21 22 -13 -24 -23 -19 -26 -28 29 -29
right_child=1 2 -4 -5 -6 6 7 -9 -10 10 11 16 -14 14 -16 -17 17 18 -20 -21 -22 24 23 -25 26 -27 27 28 -30 -31
leaf_value=-0.00012198719441210062 -0.14892332280765153 -0.11558436062753159 -0.11598270301864784 0.11909388196379461 -0.11540655654906964 0.020545949462175268 -0.1416506910444226 0.022804043630324053 0.090442188322603895 0.0059285002184379203 -0.001559729723228103 0.065019990869002439 0.10516979276850985 0.012020309603322434 -0.14094449496061498 -0.14155454979570362 0.085123286811511434 -0.097600637839666618 0.019165127495826627 -0.073415439463249674 0.081036230011064747 0.073286108659858601 -0.02142096272169601 -0.26052090728472782 -0.088658380837202344 0.0041593945032873001 0.082076380509901126 -0.0057131653056298175 -0.089540256109943941 0.0992047212264726
leaf_weight=247.38675253960537 0.6648026343609662 0.41546899077366095 0.42119118268601585 0.53400332108139981 0.47142282908316691 1.8542033541016283 0.57801598004880339 0.79855782666709274 1.1280538004939442 0.6655178247019643 5.9873120971024019 2.3407363034784856 5.7636109292507172 2.7098438548855475 2.3781033897539601 2.4067721819737926 4.380808683345097 2.9549118075519827 16.943159627960995 3.7035309680504716 2.9506509080529204 3.5699813547544208 2.4539657251443714 2.1589872948825359 1.4599524028599287 2.7414989583194256 2.0338000282645252 11.489927970862478 1.5792528828605998 1.6954422909766442
leaf_count=1689 23 131 23 4 29 15 33 27 42 5 27 8 17 37 48 80 29 27 172 37 11 22 32 17 14 22 9 247 18 5
internal_value=6.92667e-06 -0.0160554 -0.0018106 0.00650957 -0.00495127 0.00595528 0.01754 -0.0462496 0.0469846 0.000341356 0.00576281 0.0105393 0.0507891 -0.00131809 -0.0594753 -0.109607 0.00296644 0.0155671 0.00210779 -0.00664163 0.00115155 -0.00703799 -0.0665593 -0.133326 0.0119233 -0.0486268 -7.47469e-05 0.00762406 -0.00263161 0.00777771
internal_weight=336.62 6.86572 6.20092 5.77973 5.24572 4.7743 4.35883 1.37657 2.98226 329.755 77.2798 74.2075 11.7509 252.475 5.08795 3.07229 62.4566 27.0204 22.6396 35.4362 31.7327 28.782 6.95369 4.61295 21.8284 5.69641 18.2584 16.7984 14.7646 13.1854
internal_count=2900 327 304 281 277 248 117 60 57 2573 799 714 44 1774 85 85 670 250 221 420 383 372 57 49 315 49 293 279 270 252
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 0 1 2 2 1 0 2 2 2 1 2 0 1 0 1 0 1 2 0 0 2 1 1 0 0
split_gain=0.171544 0.667924 0.899369 0.361053 0.407896 0.316852 0.50689 0.308747 0.636248 0.562708 0.948138 0.818025 0.77232 1.25525 0.709047 0.529639 0.443555 0.396589 4.0577 4.85136 3.23806 2.07169 3.73021 1.88463 3.29429 2.7923 1.73936 1.4658 3.29184 2.97533
threshold=50.666627092000006 0.50525433370000017 0.48363821445000005 50.065525775750011 49.275256100300005 0.3972336157500001 0.43887907550000005 48.680511450650009 48.315732392000008 0.47976108500000009 0.59665878265000016 47.833738492450003 45.90502654165001 47.001379125850008 0.49994012155000006 46.650420857800007 0.51818807820000012 0.41917906650000009 0.54095685760000012 0.40621538280000008 0.54017843775000018 0.40259273675000007 42.072181850200003 0.54910032635000017 0.55335169605000012 40.878805547300004 0.42970270350000012 0.39584144190000009 0.53484925600000011 0.52898116820000018
decision_type=2 2 2 2 2 2 2 2 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 -7 8 9 11 -11 12 17 15 -12 -14 -9 18 21 -20 -19 27 -23 25 -25 -22 -26 -1 29 -29
right_child=1 -3 -4 -5 5 6 -8 16 -10 10 14 -13 13 -15 -16 -17 -18 20 19 -21 23 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0010721573087247695 -0.10481779305858281 -0.11477151725626776 0.032130098929298877 0.034617416628290092 0.0010889873027078226 -0.11476503880771192 -0.0075390445707058705 0.034287109947833155 -0.047674891522043857 -0.1156751664561546 0.014866094266719485 0.049379776242197727 -0.14134888398090825 0.0053064596234808662 -0.069861395787789646 -0.04894303666264236 -0.0058230014281691455 -0.10365725125528287 0.011217083749330184 -0.16416341646360955 0.00088650139314790154 -0.023449328396656068 0.097396928393918725 -0.11076880257525974 -0.083863679201223423 0.075043685634036683 0.011630333000725777 -0.013724481783331785 0.033097627121700557 -0.13453679093913093
leaf_weight=200.18240065249847 0.63008805783465494 0.63584324519615609 2.0070608770474792 3.0261414551641783 1.3011130020022386 0.92988523305393733 0.83834440156351775 6.2479685992002469 2.8120238706469527 1.0740088688908134 3.1899584539060015 3.4114720933139315 1.0933517660014325 3.2085651382803917 1.4306830888526745 1.4335275962948797 4.93441101629287 2.5180384982377282 3.0274061607196918 3.2927312003448606 10.383778017014267 4.5289476830512267 5.8582494743168354 2.515623588114976 2.0033239778131238 9.9363353475928289 39.826222526637139 4.2181497612036747 4.6785894855856887 3.9450151883065701
leaf_count=1317 74 34 23 33 8 25 22 24 22 43 59 14 34 37 275 19 32 52 16 52 45 34 22 23 37 31 371 49 21 52
internal_value=9.11123e-06 -0.0227725 -0.000590553 0.000233805 -8.26281e-05 -0.0363667 -0.0639276 0.000259253 -0.000321201 0.000105926 -0.0310403 0.000685439 0.000136557 -0.0362098 -0.011368 -0.088926 0.0165879 0.000838651 -0.00113775 -0.0801545 0.0075969 0.00109757 0.0447065 0.0119291 0.000372837 0.0371486 0.00705688 -0.00102882 -0.0337798 -0.0721095
internal_weight=335.119 3.27299 2.63715 331.846 328.82 3.06934 1.76823 325.751 314.568 311.756 5.69465 306.062 302.65 5.73544 4.62064 2.52688 11.1824 296.915 229.731 6.32014 67.1833 223.411 10.3872 64.6653 44.3452 20.3201 41.8295 213.024 12.8418 8.16316
internal_count=2900 131 97 2769 2736 55 47 2681 2625 2603 377 2226 2212 90 334 53 56 2122 1563 68 559 1495 56 507 431 76 408 1439 122 101
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 2 2 0 1 2 1 2 1 1 1 0 0 0 2 0 1 1 0 1 1 1 0 2 2
split_gain=0.160499 1.75079 1.16464 1.21848 0.987518 0.927492 1.33863 2.48994 2.10024 2.33605 1.64164 2.09692 1.53606 1.48349 1.83015 1.36399 2.17304 1.85678 3.11898 4.1008 1.90576 1.45085 1.17189 1.10509 0.978263 0.973606 0.945682 0.709291 0.601372 0.52221
threshold=0.34632196640000007 0.3459626957000001 0.48607826115000008 0.48368312325000012 0.3465914194000001 38.318569170500005 42.686561923500008 42.737166331000005 0.47961138885000004 0.34494476210000008 42.178283198950005 0.34479506600000004 43.968221017800005 0.34569324270000007 0.34554354660000003 0.34515433670000012 0.47868327295000007 0.48140774230000011 0.47760546090000006 40.621691032550004 0.47715637260000004 0.32600820335000008 0.34392682850000006 0.45612406815000006 0.31810424840000007 0.34542378970000004 0.34193587020000005 0.3972336157500001 34.542090938800008 48.852845034800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 23 10 -8 9 26 13 -12 -11 14 15 17 -17 18 20 -20 21 -7 -23 24 -1 -13 27 -9 -26 -29
right_child=4 -3 -4 -5 -6 6 7 8 -10 12 11 25 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 28 -27 -28 29 -30 -31
leaf_value=0.035420498701668371 0.056572077848232587 -0.051769326434468202 0.043042684114674629 -0.055971798947207975 0.00076675642259157876 0.029343833028876744 0.12500164646464615 0.0060940266924586015 0.053554852056400364 -0.13456462167287178 0.029310595747612401 -0.13207274480084169 -0.020020391430559517 0.040445047808556969 -0.081825968418381786 -0.025634543138559021 0.051660563870674893 0.050490534658575205 -0.015043800157268514 -0.1481176000527723 0.073034023216895796 -0.0952605072794553 -0.010620523035662095 0.059568862476334611 -0.0030614846044050513 -0.051052994536546062 0.041486879624809181 -0.10903560178428194 -0.13003602951610443 -0.018344534402875395
leaf_weight=1.8180889985524102 3.2184654846787444 6.9253137875348321 5.9661894664168349 4.0779690183699122 214.93327028000203 3.9944065825548076 1.8947009295225168 7.7830846817232757 7.0944574829190961 2.1153429499827316 2.2936648365575802 2.4236023053526878 2.6217846237123013 6.2749348208308211 3.4156677462160578 6.3595520202070466 8.496566563844679 3.3268448561429969 5.2493714876472932 4.1436211802065372 2.903613753616809 2.8592228209599853 3.8230913875158876 5.2868039067834616 0.67257494840305276 3.8225406063720584 5.6931595988571635 1.0392179954797032 0.83742572041228414 1.6319912269245831
leaf_count=30 14 37 27 20 2062 47 7 95 24 44 25 28 16 21 20 36 30 13 24 28 9 32 20 26 37 30 26 43 17 12
internal_value=-2.84449e-06 -0.00302864 9.91005e-05 -0.00241391 0.00159007 -0.000182423 -0.00320665 0.0140597 0.00654687 -0.00942167 -0.0118923 -0.052462 -0.0711696 -0.00507852 -0.0114874 -0.00564985 0.0185724 -0.0193322 -0.0294435 -0.0737479 0.00120023 -0.0183355 -0.0468362 0.0311521 -0.0139891 -0.0824899 0.00869313 -0.00916557 -0.0734798 -0.0536274
internal_weight=332.997 114.845 107.919 101.953 218.152 97.8753 89.2604 29.8737 27.979 20.8846 59.3867 8.53981 4.73713 50.8469 44.572 41.1563 14.8561 26.3002 22.9733 9.39299 13.5803 10.6767 6.68231 8.61489 3.32809 6.24614 16.1475 10.4543 1.51 2.67121
internal_count=2900 824 787 760 2076 740 630 267 260 236 363 83 60 280 259 239 66 173 160 52 108 99 52 110 84 58 176 150 54 55
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 2 0 1 2 2 1 0 2 2 1 2 2 2 2 1 1 0 2 1 1 1 0 0 1
split_gain=0.148567 0.601818 0.857297 0.588631 0.6171 0.291355 0.346764 0.272108 0.570212 0.252343 0.522679 0.473455 0.872273 0.672966 0.672743 2.94121 1.07015 0.73947 1.35106 0.716823 0.61792 4.24188 3.44413 1.55524 3.15289 1.74952 1.94296 2.0499 2.06597 1.49538
threshold=50.666627092000006 0.50525433370000017 0.49901200560000009 0.5810754169000002 0.57811143375000007 50.065525775750011 49.275256100300005 0.3972336157500001 0.44805544745000009 48.680511450650009 48.315732392000008 0.47976108500000009 0.59665878265000016 47.833738492450003 45.154229826150008 0.41640968835000008 47.001379125850008 44.758188263300006 44.421469061800003 43.874475754150005 0.41917906650000009 0.40621538280000008 0.54095685760000012 40.823855932350007 0.42274183410000005 0.4274273225500001 0.42892428370000008 0.55671985870000007 0.55980359870000018 0.46208197360000008
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 10 11 13 -13 14 17 16 -16 18 19 20 21 -1 -23 25 -25 -22 -27 -28 -29 -30
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 23 22 -24 24 -26 26 27 28 29 -31
leaf_value=0.00010013220138119976 -0.10487553098579146 -0.11339640858116695 0.10252166295573591 -0.12221528288608244 0.04214738686175655 0.031109398086926688 0.0003704640293970115 -0.11353151765673729 0.0032213309209646514 0.01504913118628088 -0.043246981520007007 -0.11423188150403502 -0.01044886270825935 0.04512762833604031 -0.12309595834669568 0.028950666616995552 -0.026928231882520179 0.041190474716286091 -0.066074277724457176 0.023651433502319085 -0.050226730010833331 -0.020841823441029608 -0.15919171711826949 0.088614759514266492 0.0087539049220768557 0.095726067210533339 -0.071107649781560978 0.092444158244980743 -0.026240367995043652 0.045604649051603802
leaf_weight=200.22573474777164 0.39740988699486468 0.58234647044446308 0.61159832961857308 0.53772024158388365 1.0136834364384411 3.0229118771385393 1.3015125356614583 0.92068585217930354 0.76663261186331511 11.101499477401374 2.807462432421743 0.98411053910967794 4.5732388867472764 3.3606764115393153 2.7093733800575119 4.8247942123562098 2.0197413805872202 4.5042978752171612 3.0292244006413958 13.387272612191735 7.3139816829934743 4.4641738692298523 3.0143841287354007 6.1132792420685318 25.836682563181967 2.1844477457925704 3.6712460913695422 2.647764659952375 9.4051806976494827 4.1866906385548637
leaf_count=1333 61 34 3 25 8 33 8 26 21 56 22 43 334 14 73 26 31 31 43 89 48 30 49 24 157 9 43 17 135 74
internal_value=1.71527e-08 -0.021639 -0.000769415 -0.0331854 0.00074094 0.000207115 -8.00029e-05 -0.0339849 -0.0604849 0.000234349 -0.000294034 9.69091e-05 -0.028827 0.000627583 0.000128313 -0.025981 -0.082024 0.000988518 0.000354212 0.00106664 -5.70637e-05 -0.00266175 -0.0766065 0.00875994 0.0240344 -0.00783408 0.00619871 -0.00362345 0.0116325 -0.00411002
internal_weight=331.52 3.14276 2.56041 1.94881 1.41109 328.377 325.354 2.98883 1.68732 322.365 311.264 308.456 5.55735 302.899 299.538 9.55391 4.72911 289.984 285.48 282.451 269.064 207.704 7.47856 61.3593 31.95 29.4093 22.0953 19.9109 16.2396 13.5919
internal_count=2900 131 97 94 69 2769 2736 55 47 2681 2625 2603 377 2226 2212 130 104 2082 2051 2008 1919 1412 79 507 181 326 278 269 226 209
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 0 0 2 2 1 0 0 1 1 1 0 1 0 1 1 2 2 1 0 1 1 1 0 0 0
split_gain=0.146303 5.96066 3.12152 1.97047 3.54308 3.31119 1.88494 1.53286 1.68153 3.61091 1.49701 2.59989 1.66617 2.45376 1.52168 1.46812 2.10744 3.64969 1.23507 2.0867 1.75526 4.11787 1.26738 1.29906 1.40065 3.69176 1.31417 1.17613 1.04556 1.54009
threshold=0.36927038110000004 0.36597706655000006 0.37138109635000011 0.51243974730000008 47.001379125850008 0.5025747732000001 0.49678153350000009 38.592454371550012 40.12915366295001 0.34524415440000006 0.51589772760000019 0.51929582950000019 0.38906020780000011 0.39024280710000009 0.38573695400000008 0.52324780695000006 0.39388042275000007 0.52772372085000019 0.39584144190000009 0.39971857130000005 43.633733172900008 37.064694648750013 0.4019490434500001 0.52772372085000019 0.41753240920000007 0.40621538280000008 0.41808628485000005 0.53321756835000012 0.54017843775000018 0.54095685760000012
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 6 -4 -1 9 -9 -5 -12 14 -14 -13 -15 17 -17 -18 20 21 -20 -21 -24 25 -25 -26 -27 -28 -30
right_child=2 -3 3 10 -6 -7 -8 8 -10 -11 11 12 13 15 -16 16 18 -19 19 22 -22 -23 23 24 26 27 28 -29 29 -31
leaf_value=0.025578756195538371 0.068180051060292984 -0.14437958859747282 -0.078044206630787621 0.050609821110880041 0.081235499371562422 -0.13634229793411187 0.0559746612821925 0.0044350264224330086 0.00058904957959952573 -0.094062918273754209 -0.09391716170189407 -0.012339598662900565 -0.081685898789366718 0.047184034160753147 0.064020960199190832 -0.1314136897267151 0.041729786606545513 0.014988542997164095 0.050197838001489817 0.071424691254466738 0.015864340405856197 -0.13096270496623527 0.084632244767323977 0.022363812417573931 0.074220646523200179 -0.018673992432940541 -0.046414741003879878 -0.13518439691321218 0.097953554372272489 0.0021278366223673965
leaf_weight=20.980790072935633 6.8454041704535475 2.8948476496152571 2.0523294494487327 6.0991053096950045 1.8569578649476159 4.0371638843789697 2.1476802383549511 9.4490041774697584 117.59794561838498 6.1406238400377324 2.8865533450152716 3.9437930053099972 3.6856150347739449 6.552584266930352 7.7143612783402205 3.2804946927353731 7.2507479018531731 3.540575485676527 1.7751218657940606 2.6530307140201321 2.9830926745198667 4.2798940986394882 1.8400596737628792 4.9298729943111521 2.566894218325614 1.1872633863240478 4.3063653557910575 3.2060611508786678 1.7133033424615849 79.563982922059949
leaf_count=192 34 33 32 27 10 59 20 47 793 42 27 30 20 33 27 46 41 28 14 17 27 60 26 27 10 19 40 56 5 1058
internal_value=-4.60652e-06 -0.0022139 0.00200234 -0.000725782 -0.0435443 -0.0716742 -0.00951349 0.000455574 -0.00350203 -0.0343625 0.00204557 6.90595e-05 0.00191495 -0.00121029 0.0381892 0.00104303 -0.00137423 -0.0554215 0.00174325 -0.000868635 -0.0469207 -0.0778527 0.00321332 0.00139114 -0.000180239 -0.0370398 0.0037182 -0.103698 0.00160363 0.00414782
internal_weight=329.962 157.063 172.898 166.053 10.0941 8.23717 4.20001 154.168 133.188 15.5896 155.959 149.86 146.973 135.315 11.6582 131.629 125.077 6.82107 118.256 111.005 9.03811 6.05502 101.967 99.3138 97.4737 9.3232 88.1505 4.39332 85.5837 81.2773
internal_count=2900 1107 1793 1759 121 111 52 1074 882 89 1638 1611 1584 1527 57 1507 1474 74 1400 1359 101 74 1258 1241 1215 102 1113 75 1103 1063
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 1 1 1 2 2 0 2 2 2 0 1 2 1 1 2 1 1 1 2 2 2 2 1
split_gain=0.137876 1.39772 0.96404 0.970577 0.865504 2.3724 1.56396 1.53866 1.46911 1.67558 0.785733 3.16016 1.29425 0.767683 0.925039 1.97515 1.7162 2.03748 1.51095 2.2493 3.27034 2.44341 2.13192 2.3429 1.77404 1.74844 1.3631 1.21387 1.06264 1.68777
threshold=0.34632196640000007 0.3459626957000001 0.48607826115000008 0.48368312325000012 0.35585760905000008 42.564639561200003 0.34744468730000005 0.35759408400000009 0.35877668335000007 0.36106703390000006 39.646013290900008 40.12915366295001 0.47778509625000004 40.21994457600001 42.686561923500008 42.737166331000005 0.47961138885000004 0.34518427590000006 42.178283198950005 0.34515433670000012 0.34479506600000004 40.922041107600009 0.34446573455000007 0.32144247180000002 0.34479506600000004 41.755948821900006 41.21013581150001 44.269496632500008 43.57842012870001 0.34193587020000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 -2 -6 -9 -10 12 -12 -1 -13 18 -16 17 28 19 20 21 -15 23 -23 -20 26 -21 -19 -17 -30
right_child=4 -3 -4 -5 7 -7 -8 8 9 -11 11 13 -14 14 15 16 -18 27 24 25 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00087787331123027966 -0.0032986539636196454 -0.046245920161134789 0.039617924873042755 -0.049673328600068178 -0.076049936641626362 -0.022466323686689462 0.074038144263444697 0.068993903840679757 -0.071975611837583997 0.00064289551259080584 -0.088465402188561096 0.068935207181414784 0.060829278034806568 -0.07915876201136833 0.11050338570312385 -0.047307329505225551 0.048685642305379591 -0.1347712373550731 0.026494369585010637 0.028488093131267045 -0.084818065462353778 0.046741791284331098 0.080938191761220302 -0.12571479696618523 -0.077058458325891352 0.065182842154673223 -0.036033406131784143 -0.0099737742325630915 -0.0055786270403635008 0.070710703081368814
leaf_weight=11.690003004681786 3.8533887192606953 6.9596798159182063 5.8097860962152472 4.1426192112267008 2.6608920639846465 7.520224667270667 8.1358713549561781 3.0828198897070243 3.2326843247283241 185.75008306960808 4.2338000340387216 1.5962531566619862 5.203972987830638 2.4875561008229869 1.9258969463408018 3.197708500549207 6.9471010323613873 1.8493588119745248 2.2786088467109931 7.7070928402245062 6.3643124676309517 1.8560057473368945 4.3312697112560272 1.3686845265328882 6.0391405522823334 6.2337485048919907 5.6928521292284131 1.3471533954143522 9.9977284608758037 4.084737889468669
leaf_count=130 21 37 27 20 22 37 48 22 22 1904 27 5 23 18 7 61 24 41 25 31 40 34 12 19 58 21 30 8 113 13
internal_value=-8.92273e-06 -0.00282944 1.08407e-05 -0.00227708 0.00148332 0.021564 0.0491818 -0.000528544 0.000517736 -0.000599296 -0.000241004 -0.00440107 0.0193451 0.000325182 -0.00116065 0.0126118 0.00573712 -0.00883397 -0.010273 -0.00140686 -0.0287342 0.00680463 0.0351053 -0.0264555 -0.0486906 0.0214306 0.00107669 -0.082176 0.00473294 0.0165497
internal_weight=327.581 113.345 106.385 100.576 214.236 19.5095 11.9893 194.726 192.066 188.983 96.433 79.539 16.894 75.3052 73.709 29.3497 27.4238 20.4767 44.3593 36.0415 16.4078 10.0435 7.55596 3.22469 8.31775 19.6337 13.3999 3.19651 17.2802 14.0825
internal_count=2900 824 787 760 2076 106 69 1970 1948 1926 740 587 153 560 555 267 260 236 288 205 123 83 65 53 83 82 61 49 187 126
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 2 1 1 2 2 2 2 1 2 0 0 0 2 0 1 0 2 2 2 1 0 2 0 2
split_gain=0.136271 0.570416 0.699419 0.469659 0.965208 0.225592 0.297746 1.58517 1.85845 0.557364 0.498815 0.372581 0.62644 0.738648 0.645238 0.557848 0.471934 0.451502 1.95971 0.32396 0.975034 1.02386 0.762504 0.635383 0.82433 1.78725 0.61281 3.54248 0.666529 2.58811
threshold=50.666627092000006 51.307674290650006 0.50525433370000017 0.49901200560000009 51.779769178100004 50.065525775750011 48.988717865950008 0.31100865245000009 0.45280081435000008 48.852845034800005 48.461603274950008 47.833738492450003 46.177190236600005 0.30560462260000004 47.001379125850008 0.41254752850000004 0.58859016195000013 0.43780126340000008 39.995120105550008 0.47512050540000011 0.3447651268000001 0.47851860725000006 38.938637541200009 39.945535567850008 41.792045663550006 0.34482500525000009 0.47694679800000012 42.686561923500008 0.47778509625000004 42.467547400400008
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 10 11 12 13 -1 -14 -15 -16 18 -17 22 21 -21 -19 -24 -25 -26 27 -22 29 -28
right_child=1 2 -4 -5 -6 -7 7 8 -10 -11 -12 -13 14 15 16 17 -18 19 -20 20 26 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.1050538979957315 -0.12656350695552046 0.054617414416278737 -0.11349449400667853 0.099395473256690292 -0.11214841017063926 0.027411314719710957 0.036294188506011724 -0.13704150511516641 0.0098081348538452649 0.032814053315057289 -0.037814811345356164 0.02542190846299619 -0.079371217267606736 0.051483346541681685 -0.036557446807557389 0.016068083077476029 0.039138061134492745 -0.017983404179317992 -0.11800727511681559 -0.0010363694779974141 -0.14010819742900718 -0.060017166845076797 0.073505702112690724 -0.031770018007574279 0.080457580464605841 -0.023147973502513186 0.048897270681578439 0.029082685005178063 0.00059277337382429313 -0.038219755269878891
leaf_weight=0.66282408853294228 0.4389032350154588 0.93176545947790212 0.46699528070166696 0.56836109980940808 0.55306633556028828 3.0186887371819457 2.6463831327855578 1.7958136091474446 1.6569547628751022 5.2074235379695883 3.4813972841948262 5.7702844785526386 1.9789385406766076 2.1414109169272697 2.1785439588129525 3.1685557252494609 1.3243427467532454 5.1310749829863225 1.6619871926959602 6.4095219634473306 1.9414477739483107 5.4422062933444977 2.4517124500125638 2.5807942422106844 3.7680211486294866 2.9832821423187852 10.941981263458727 3.4131289538927376 236.57637860575051 4.9542052969336501
leaf_count=91 22 11 22 3 73 33 12 38 28 22 22 33 44 77 33 41 22 61 48 28 25 30 9 22 26 31 38 39 1883 33
internal_value=6.59811e-06 -0.0213555 -0.00303301 0.0220913 -0.00749909 0.000202128 -5.43317e-05 -0.0219376 -0.0665696 0.000370502 -0.000176321 0.000252625 -0.000231956 0.000392079 -0.0337261 0.000630159 -0.00793911 0.000256486 -0.0300616 0.000767498 -7.4524e-05 -0.0281198 0.0141921 0.0282024 0.0163004 0.0346761 0.00121465 -0.0322621 0.00192465 0.0217464
internal_weight=326.246 2.95909 2.52019 2.05319 1.48483 323.287 320.269 6.09915 3.45277 314.169 308.962 305.481 299.71 294.229 5.48183 293.566 3.50289 291.424 4.83054 286.594 269.679 11.8517 16.9149 11.7838 9.3321 6.7513 257.827 5.35458 252.473 15.8962
internal_count=2900 131 109 87 84 2769 2736 78 66 2658 2636 2614 2581 2482 99 2391 55 2314 89 2225 2076 58 149 88 79 57 2018 64 1954 71
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 0 1 2 0 1 0 1 1 0 1 2 1 2 2 0 2 0 2 2 0 1 2 0 1
split_gain=0.133899 1.2211 0.523038 0.494882 1.13895 0.506209 0.621202 0.421562 0.27558 0.44206 0.240445 1.50468 0.752851 0.376955 1.62885 0.53039 0.230382 0.817967 1.62714 1.36646 1.43673 0.479378 0.400222 1.0425 0.897659 0.354116 0.351064 1.60498 2.26842 1.07646
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 48.315732392000008 0.52041855035000018 0.65092362505000012 0.49242537650000007 46.051945193250006 0.63075955810000017 0.48627286610000009 0.61532588845000014 0.48363821445000005 0.46613873835000008 0.58736265385000019 0.46419268885000003 48.988717865950008 0.31100865245000009 50.065525775750011 50.264779514000004 0.47648274005000008 48.852845034800005 0.58859016195000013 48.461603274950008 46.650420857800007 0.51401155655000019 0.45206730335000006 39.468990633150007 0.57357564145000006 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=10 -2 -3 7 -5 -6 -7 -4 9 -9 12 -12 13 15 -15 16 21 -18 25 -20 -21 22 23 26 -24 -19 29 -28 -29 -1
right_child=1 2 3 4 5 6 -8 8 -10 -11 11 -13 -14 14 -16 -17 17 18 19 20 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00015226190360035583 -0.14734741331147669 -0.11464792982111292 0.11888625560337221 -0.12453605165393587 -0.034623770208961076 0.1320956407962231 0.0028920317929258675 0.042261513186815827 0.067824048968589692 -0.11214486474871427 -0.10742486756122721 0.033176646882648604 0.053182189703826946 -0.11682407401137905 0.014407523143568961 0.044049581411798308 0.024622113018560227 -0.15435670373056165 0.11639742982846364 0.11832288179200701 -0.11161878267720378 0.033999466495926917 -0.017312558442259093 -0.059560653892263629 0.076049518684949802 -0.071394878177606175 0.021244588051434803 -0.13621580952638035 0.015124588500157722 0.057041476176299413
leaf_weight=275.71568053372903 0.62285803894337632 0.37284938470111217 0.58778288960456837 0.74404652253724668 1.1829951736144724 0.59929096023552098 0.98167801823001355 0.44251424353569724 0.60851801931858063 0.31913963879924268 1.3374078018387074 1.766462154977489 2.6958408104255787 1.4208950690808695 2.828768688137643 2.7735999636352053 2.7576654851436606 0.93045531515963409 0.8270276635885242 0.37802496552467324 0.96638092934153974 4.2220658510923377 1.9903255719109427 2.9460133938118807 2.1340485960245132 1.1509118063841013 4.4765808444935811 2.1353374603204434 1.8471483327448366 3.366728405468165
leaf_count=1979 23 131 2 31 15 3 49 6 2 65 127 29 16 51 47 11 13 16 2 1 80 17 38 18 6 24 40 30 12 16
internal_value=1.58202e-06 -0.0142498 -5.15685e-05 0.00776538 -0.0147142 0.0148493 0.0518687 0.0480414 0.0176501 -0.0224361 0.00029056 -0.0274063 0.000562985 0.000109589 -0.0294704 0.000516904 0.000122121 -0.017797 -0.045303 0.0152557 -0.0469629 0.000542492 6.30225e-05 -0.000376156 0.0309952 -0.108482 0.00023022 -0.0198398 -0.0660214 0.000838549
internal_weight=325.129 6.46167 5.83881 5.46597 3.50801 2.76396 1.58097 1.95795 1.37017 0.761654 318.667 3.10387 315.563 312.868 4.24966 308.618 305.844 7.01047 4.2528 2.17143 1.34441 298.834 294.612 290.487 4.12437 2.08137 287.541 8.45907 3.98249 279.082
internal_count=2900 327 304 173 98 67 52 75 73 71 2573 156 2417 2401 98 2303 2292 136 123 83 81 2156 2139 2095 44 40 2077 82 42 1995
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 1 0 1 0 0 0 2 1 0 2 2 1 1 0 0 0 1 1 1 0 1 0 0 0
split_gain=0.121309 1.55473 2.08669 1.20016 2.35179 1.90457 1.99379 2.03383 3.10851 0.985762 0.981744 1.02947 0.776178 1.40821 0.737602 0.707181 0.705239 0.637026 0.664784 0.586611 0.492869 3.94343 2.20154 4.42809 2.09097 3.38448 3.0542 1.78673 2.89723 1.41309
threshold=37.064694648750013 36.514114975300011 36.372781240150012 0.38780276035000005 34.997818021800008 0.51929582950000019 0.36597706655000006 0.49850303880000008 0.35814795965000007 0.54384599265000022 0.56793209785000009 0.56859076075000015 37.858673296900008 0.37668033890000002 0.52898116820000018 34.176526048000007 38.052786106700005 0.3979222179000001 0.45280081435000008 0.50449088350000015 0.50300889195000009 0.50482021495000018 0.37668033890000002 0.37138109635000011 0.36254902550000007 0.48140774230000011 0.37982395740000008 0.51700547890000015 0.52104727400000017 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 7 8 15 -5 -11 -12 13 -2 -15 -1 -14 -16 -19 -3 24 -22 23 -23 -18 -26 -27 -24 -29 -30
right_child=12 19 -4 4 -6 -7 -8 -9 -10 10 11 -13 16 14 17 -17 20 18 -20 -21 21 22 27 -25 25 26 -28 28 29 -31
leaf_value=-0.046950935633749802 0.071534554361252473 -0.016134261615034052 0.10142473063275362 0.043987299346486014 -0.11996307839236067 0.09277639447309409 -0.076138936668122603 0.071685504089983906 -0.18211153639961736 -0.1355560773005767 0.11961547808687363 -0.10286168649444227 -0.051743021834236402 -0.043856006165698097 0.089226089995771182 0.040884714433177802 -0.0016592972850262427 -0.045457392273240124 0.050253213612689029 -0.075358480708900263 0.086620038096989385 0.009784655671661379 0.058227233933776872 -0.13965217294428195 0.034841977104343745 -0.20277640106009651 -0.012024099483076438 -0.11532417675343809 0.033464240140628571 -0.00035451746019284243
leaf_weight=1.3121743338415486 4.2758425301872176 3.0736367059871545 2.0927765149099278 2.5815082979388526 2.312862015911378 2.4652813617140046 2.8927470445632926 4.1038433015346527 0.98751347302459169 0.78803121886448912 0.46356532163918018 0.3772522901854245 2.6496520451182723 2.5805937312543392 1.1069913953542707 3.0406981508713216 129.82203635299811 1.5247211030218752 1.3848272571049163 3.6686481671931688 5.5745811266824594 5.0339377759955806 5.8093581176362923 3.2716124840080738 2.143805999075993 2.056778628379107 1.418113720603287 2.0875632632523766 13.9348692020867 108.99838951903803
leaf_count=61 26 21 12 16 69 11 17 15 15 24 2 135 24 19 3 31 868 28 32 51 31 40 40 42 17 18 36 20 79 1097
internal_value=-6.49755e-06 -0.00604596 0.00613646 -0.00321466 -0.0389504 0.0125338 -0.00350102 0.0187478 -0.0219324 0.00555201 -0.0553628 0.0197959 0.000613761 0.0268326 -0.0021403 0.0144066 -0.000394289 0.0246617 9.69823e-05 -0.0483597 9.13639e-05 0.0041492 0.000844944 -0.0490795 -0.00424419 -0.0639691 -0.12493 0.00401432 0.0014952 0.00347894
internal_weight=323.834 30.1605 23.4183 21.3255 6.52322 14.8023 12.337 9.44423 5.34039 4.21036 1.62885 0.840818 293.674 10.873 6.59713 4.35287 282.801 4.01654 2.90955 6.74228 280.151 144.71 139.136 8.30555 135.441 5.6187 3.47489 130.83 125.021 122.933
internal_count=2900 480 408 396 246 150 139 122 107 177 161 137 2420 108 82 92 2312 63 60 72 2288 1349 1318 82 939 71 54 1236 1196 1176
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 1 2 0 0 0 2 1 0 0 2 1 1 2 2 1 0 2 1 2 1 1 1 2
split_gain=0.115696 2.14367 0.965804 2.44313 6.11852 2.9414 2.32301 2.06089 3.04276 1.19774 1.26573 2.38476 1.17832 0.8586 0.694808 3.50702 7.56124 2.02619 1.95386 1.91871 2.52982 3.9824 1.87062 1.36172 1.87148 1.5903 2.30882 3.24157 2.45957 2.22563
threshold=42.564639561200003 42.541806567400009 43.19689381845 0.34632196640000007 0.49588335680000006 42.674081447500008 0.34581299960000006 0.34515433670000012 42.929886289700008 0.51818807820000012 0.54317236010000014 0.55411514625000013 43.245737185650007 0.34488488370000009 0.48543456785000005 0.48218616210000004 41.322103772800006 0.36000419150000007 0.36449507500000006 42.178283198950005 41.532441862050007 0.34569324270000007 0.47760546090000006 41.986601436450009 0.39513787010000007 41.21013581150001 0.41985269900000005 0.42922367590000005 0.46419268885000003 41.134354310300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 6 -5 -6 7 13 -9 -7 -11 -12 -4 -2 15 19 -17 -16 -19 20 -1 -22 -21 25 -25 29 -27 -28 -29 -20
right_child=2 -3 12 4 5 9 -8 8 -10 10 11 -13 -14 -15 17 16 -18 18 23 22 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0068765328846763091 -0.017317250207603354 0.082982087689229198 0.079610154257812191 -0.20871835771438177 0.047002095656232187 -0.0083702405880034976 0.071343362721394826 -0.1442844256638407 0.02173734657481638 -0.15247098415177254 0.069576938111141601 -0.12913023650441272 0.0010534987178690235 0.063558316001392834 0.039063450494408715 0.0027712918696612058 -0.19302839941514655 -0.09260669777916275 -0.00015008088504812404 -0.013255799891890588 -0.0043187930756725824 0.096223547685053645 -0.13400355801717129 -0.045124257233159659 0.050688080097608695 -0.082592706648993139 0.092323580514377973 -0.099812139711983106 0.042930289600521358 0.084875430723910239
leaf_weight=45.598508951778058 2.4815465908031928 3.1659290310926727 1.9611199656501401 2.0428490107879034 4.0968211991130357 2.8347638137638569 4.3176610069349399 2.3725933465175331 2.06448670104146 1.9271036838181315 1.0536302477121355 1.4152217644732443 72.398050365562085 2.7868324257433414 14.941703565418718 5.4594342252239567 3.0877746492624283 2.2320653125643721 94.633330945885973 3.6310260216705492 9.081226823152976 6.9580440409481517 1.9840598301962016 2.5242350846528998 10.597583534836302 5.6683328691869956 2.60185806453228 3.1351459473371506 1.9628996572864705 3.1821233705850309
leaf_count=346 39 11 11 24 26 15 18 28 18 26 5 40 803 14 78 26 20 13 924 42 75 25 26 25 78 55 9 24 45 11
internal_value=1.21295e-06 0.00128863 -0.00278795 -0.0188394 -0.0494238 -0.0206961 0.0103213 -0.0168255 -0.0670377 -0.0590529 -0.0917359 -0.0443281 0.00312532 0.0254638 9.82935e-05 -0.00762735 -0.0679635 0.00423745 0.000125151 4.08141e-05 0.00513886 0.0392978 -0.0559214 0.00179027 0.0322567 -0.00180536 -0.0341562 0.00150068 -0.044852 0.00261596
internal_weight=322.198 220.445 101.753 27.3935 13.3704 11.3275 14.0231 9.70546 4.43708 7.23072 4.39596 2.46885 74.3592 5.26838 217.279 75.8001 8.54721 141.479 126.538 67.2529 61.6378 16.0393 5.61509 124.306 13.1218 111.184 13.3682 7.6999 5.09805 97.8155
internal_count=2900 1833 1067 253 136 112 117 99 46 86 71 45 814 53 1822 560 46 1262 1184 514 446 100 68 1171 103 1068 133 78 69 935
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 1 1 2 1 1 1 2 2 1 0 1 1 0 0 0 0 1 1 1 1 1 1 0 2
split_gain=0.115323 1.57066 1.39366 1.09641 2.54435 1.30911 1.04636 4.74025 0.995965 1.36207 0.932524 0.978424 1.24155 1.16367 1.13239 1.07978 0.841444 1.08735 1.36622 0.8299 0.977166 0.812797 1.179 0.855345 1.65594 1.52564 1.4864 1.95886 1.29096 2.24387
threshold=0.56369569775000017 0.42970270350000012 38.703421923500009 40.922041107600009 41.792045663550006 0.45393850480000009 0.44805544745000009 0.43706775245000007 33.151194885250007 0.49091344570000006 0.45877368940000007 0.47106374065000006 41.811877919650009 44.710446918150005 0.48627286610000009 0.61532588845000014 0.46419268885000003 0.46613873835000008 0.6329151821500002 0.56276758185000009 0.56055207925000017 0.55609113500000007 0.43625939340000008 0.43374449865000003 0.42922367590000005 0.4274273225500001 0.4211999641000001 0.41985269900000005 0.54585192060000021 39.134693790050008
decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 -4 7 -6 -3 -10 -8 -12 -13 -14 -15 -16 -7 -18 -19 20 21 22 23 24 25 26 27 28 -1 -30
right_child=1 2 3 4 6 16 10 -9 9 -11 11 12 13 14 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00028697363421525474 -0.13024641040167204 0.056993684022316519 0.057981025194748174 -0.10172934430472419 0.064582130373873281 -0.11264495144599794 0.049785253224478493 -0.14202415440177343 -0.12517505344602625 0.034238182576918783 -0.059477685691259385 0.14814450668585646 -0.065051799201735649 0.070839694855988525 -0.10901690227116941 0.011818154106550717 0.11519947997609548 -0.11275803591643202 0.10069708351542905 0.04538700529575361 -0.059191900496460295 0.032879416935513127 -0.05777427113530325 0.051844555917977153 -0.076967352064892178 0.071814619913237746 -0.049788876553564843 0.050242064620072836 0.037431125052385238 -0.13406523896944619
leaf_weight=236.56826384266606 0.97702102578477834 0.58333103004406384 6.5303884223103505 2.5312077707494636 2.1927914805710342 0.77245449647307429 5.2413201022427556 2.2498951174784452 2.1925161471299366 0.70940130019152992 2.2873549852520219 0.63363611698150535 1.9917101273022115 2.9103726809844357 0.85546291084028769 5.4563687017653137 0.66116851568222079 0.89670469018165 0.45049687918799464 4.0994531121104947 2.7554783537052563 7.6108442277181885 3.5175888348021536 3.2057180265546767 2.7746491939760736 2.9818840236403039 5.8883903557434669 7.8378459550440303 1.2890387668739998 1.8693179044057613
leaf_count=1683 26 95 26 57 8 21 29 35 96 72 20 1 100 17 38 111 2 48 37 22 23 67 39 32 42 30 41 29 17 36
internal_value=6.08056e-06 -0.0050083 -0.00188261 0.004016 -0.00640714 0.0335128 0.00372264 -0.0400488 -0.0622376 -0.086205 0.0137588 0.000399932 0.0119602 0.00426523 0.0192356 -0.00455901 -0.0239475 0.0101671 -0.0413798 0.000723613 6.09419e-05 0.000657812 -0.000264352 0.000506549 -0.000128363 0.000703043 -0.000133588 0.00104748 -0.000560937 -0.0640714
internal_weight=320.522 40.1236 39.1466 35.6613 26.3501 9.31121 23.8189 4.44269 3.48525 2.90192 19.3762 14.1349 11.8476 11.2139 9.2222 6.31183 2.78082 2.00837 1.3472 280.398 276.299 273.544 265.933 262.415 259.209 256.435 253.453 247.564 239.727 3.15836
internal_count=2900 839 813 550 416 134 359 43 263 168 316 287 267 266 166 149 108 87 85 2061 2039 2016 1949 1910 1878 1836 1806 1765 1736 53
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 0 1 0 2 2 2 2 0 2 1 2 2 0 1 0 0 1 2 1 1 2 2 2 0
split_gain=0.134634 1.08234 0.439399 0.43757 1.00916 0.420731 0.552323 0.346616 0.551719 0.180152 0.597591 0.492793 0.396067 0.451318 2.03654 1.10921 0.879212 0.373458 1.48092 1.1649 2.59091 1.66144 0.995244 0.919003 0.783756 0.756372 0.666172 1.74314 0.626314 2.3142
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 48.315732392000008 0.52041855035000018 0.65092362505000012 0.49901200560000009 0.63075955810000017 50.264779514000004 49.49736495185001 51.307674290650006 48.988717865950008 0.39614083410000006 44.921040431000009 0.31148768000000004 48.852845034800005 44.215931556700006 0.58859016195000013 0.37668033890000002 0.47760546090000006 0.53136133645000017 0.35759408400000009 43.874475754150005 0.41640968835000008 0.3465914194000001 43.542456167850005 43.411469133450005 42.773538294100007 0.47886290830000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 7 -5 -6 -7 -4 -9 10 12 -11 13 14 -1 -15 17 23 19 20 22 -21 -19 26 -23 -25 27 28 -17 -30
right_child=1 2 3 4 5 6 -8 8 -10 11 -12 -13 -14 15 -16 16 -18 18 -20 21 -22 24 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10463347786168105 -0.14690692340816056 -0.11199535160000605 0.077704187471218267 -0.12241332913060504 -0.032642313410952521 0.12552319545939319 0.0013489062222881156 0.0636743589663782 -0.12689265094946994 -0.068127473785636911 0.045702400009765914 0.0096100797685625822 -0.032815090495961964 -0.05724618512836549 0.086751552215128022 0.001297398187404355 0.050259759215151023 -0.10098735151650758 0.040808177895037712 -0.11576292359868592 0.053017414702721893 -0.057119100500357581 0.0012568827316792219 -0.0036887075093659095 0.009457433597876614 0.051202266815474622 -0.031763454603806023 0.064686292595645692 -0.092774917122193101 -0.0025327620239903896
leaf_weight=0.73964927863562424 0.5622481054160734 0.33704075209243445 1.1758956313133238 0.69868855178356204 1.1816988391801717 0.5636631818488238 0.98270345735363662 0.37133882474154223 0.25711325174779631 1.397256036056205 2.9019831542391321 1.9584282322903162 3.6106962941121301 3.3334356879349789 2.2393385656177998 227.26527399486804 3.5456406548619261 2.2466421681456326 4.2696948302909723 2.652014783350749 4.6231649275869131 3.4463864108547568 1.6521410793066023 4.083532923832534 3.6313687395304441 6.5161222778260708 6.4330177973024538 4.2029688158072522 3.3600508533418205 18.421224844292738
leaf_count=115 23 131 7 31 15 3 49 5 63 25 25 98 36 40 11 1652 14 38 24 71 36 32 9 20 27 37 56 22 65 120
internal_value=-1.08506e-06 -0.0146774 -0.00132536 0.00580512 -0.0151817 0.0122816 0.0466114 0.0456625 -0.0142907 0.000286795 0.000536924 -0.0227587 0.000108973 0.000501751 0.0392328 0.000116746 0.000761983 0.000162601 -0.0122095 -0.0246121 0.00238236 -0.0482556 -0.0576605 0.00119351 -0.0229608 0.0300554 1.54348e-05 0.000822679 -0.000255099 -0.0164538
internal_weight=318.66 6.13039 5.56814 5.2311 3.42675 2.72807 1.54637 1.80435 0.628452 312.53 309.174 3.35568 306.272 302.662 2.97899 299.683 296.349 292.804 22.5214 18.2517 8.52195 9.72977 3.89878 270.282 7.07776 10.5997 259.683 253.25 249.047 21.7813
internal_count=2900 327 304 173 98 67 52 75 68 2573 2450 123 2425 2389 126 2263 2223 2209 237 213 83 130 47 1972 59 57 1915 1859 1837 185
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 0 2 0 1 0 1 2 1 0 0 1 0 2 1 1 1 0 0 2 1 0 2 2 2
split_gain=0.122219 0.479645 0.641064 0.476665 0.186312 0.272907 0.20901 1.46159 0.22547 0.180496 0.762288 0.698586 0.460485 0.408955 0.411759 1.65171 1.28011 0.836163 1.26408 0.668458 0.881659 1.39514 1.7848 1.90034 1.70807 0.562607 0.822734 0.51774 0.456048 0.38927
threshold=50.666627092000006 0.50525433370000017 0.49901200560000009 0.5810754169000002 50.065525775750011 49.275256100300005 0.39614083410000006 44.921040431000009 0.39950899675000007 0.32272985840000007 0.45612406815000006 0.34193587020000005 42.049402686800001 0.34193587020000005 0.47577916830000005 0.47670728420000003 0.34521421515000011 0.46594413340000007 41.134354310300004 0.3447651268000001 0.34491482290000003 0.34500464060000008 0.47778509625000004 0.47851860725000006 42.448133449100006 0.34512439750000007 0.47943175355000006 41.134354310300004 42.233786329550007 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 -1 -8 12 11 -11 -10 -12 16 -16 28 -18 -19 27 -21 -22 24 -24 -23 -25 -27 -17 -15 -28
right_child=1 -3 -4 -5 -6 -7 8 -9 9 10 13 -13 -14 14 15 19 17 18 -20 20 21 22 23 25 -26 26 29 -29 -30 -31
leaf_value=-0.10420697194687589 0.0019744006155641282 -0.11099432494543437 0.097526892581461522 -0.12107197340427407 0.025683544577891251 -0.031872451103963202 -0.024622660143284878 0.062655108231843032 0.033508710337227486 -0.014294235753271831 -0.03763389142351984 -0.1152626995780292 -0.023082260528416672 0.015474213898340909 -0.079670815849922236 -0.049216945420155589 0.023009306266549661 0.010550510454292823 -0.12705294582063273 0.034694673574837041 -0.06604444801779516 0.061364479042984255 -0.064346981700906886 -0.040463115043216369 -0.0097536430827834981 0.035255479826434129 0.0039556511068576062 0.00020728419896598265 0.057740491072085558 -0.0044050536287756148
leaf_weight=0.67186220147414077 1.1313514423673039 0.4876979263499378 0.50252600945532311 0.43621994112618256 2.8365168576128772 2.6737594394944599 3.6881760738906442 2.4005128014832735 4.7430607322603455 1.9152065408416086 2.8008157443255177 1.0670240987092254 2.063400071579963 5.0648656375706178 2.5851042512804261 4.6872269883751851 1.966336108627728 1.2517595374956729 1.4305661711841819 7.780622996389865 3.1100230980664483 9.2285953313112241 4.6050349138677111 3.3021551221609107 5.3261820524930945 6.8462609546259037 119.61902936653496 3.8689936064183712 5.1471377890557051 104.19743382700835
leaf_count=115 69 34 3 25 33 55 30 14 38 34 39 71 37 21 37 25 16 15 25 32 20 30 39 16 35 33 1063 17 22 857
internal_value=-6.36944e-06 -0.0217774 -0.000758644 -0.0322666 0.00017048 -6.14391e-05 0.000213493 0.026166 -4.68304e-05 0.0002527 -0.000117772 -0.0504201 0.016353 0.000394536 0.000761792 -0.000113874 0.0169754 -0.0265252 -0.0628376 0.000640654 0.00153216 0.000525171 0.00134308 -0.000730987 0.0353395 0.000521141 0.00110787 -0.0268681 0.0367776 6.3337e-05
internal_weight=317.435 2.5578 2.0701 1.56757 314.878 312.041 309.367 3.07238 306.295 302.607 295.8 2.98223 6.80646 292.818 290.017 275.157 14.8607 4.64866 2.68233 272.572 264.015 256.235 253.125 238.57 14.5548 233.965 230.663 8.55622 10.212 223.816
internal_count=2900 131 97 94 2769 2736 2681 129 2552 2522 2447 105 75 2342 2303 2204 99 56 40 2167 2125 2093 2073 2008 65 1969 1953 42 43 1920
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 2 0 1 1 1 2 2 2 0 0 0 1 0 0 1 1 1 0 0 2 2 0 0 0
split_gain=0.126132 1.57392 1.37304 0.823232 0.756454 1.35929 0.609063 3.85858 3.10666 2.55369 1.80976 1.36787 1.08769 1.46258 0.930739 1.45265 0.861897 1.74551 2.02756 1.03821 0.731349 1.1836 0.746715 1.64409 3.0533 1.58625 1.96252 1.57881 1.37231 1.22575
threshold=41.986601436450009 42.178283198950005 0.34988473400000003 42.34047585750001 0.34503457980000002 0.54585192060000021 41.621607100200002 0.48218616210000004 0.42067602765000006 0.34569324270000007 0.43625939340000008 41.811877919650009 41.532441862050007 41.43512228960001 0.57944372925000021 0.62143349005000015 0.56704889075000009 0.43887907550000005 0.57507260265000015 0.56323163980000013 0.44805544745000009 0.43166372265000008 0.4019490434500001 0.54422023290000021 0.54191491270000014 40.878805547300004 39.788107623550012 0.54017843775000018 0.54511840960000013 0.52682554415000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 12 9 -9 11 -10 -8 13 14 16 -16 19 -18 -19 20 21 22 29 24 27 26 28 -24 -25 -1
right_child=1 3 -4 -5 5 -7 7 8 10 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026296096874716947 0.0005304127513716452 0.01464657372165349 0.075170462936513069 0.0008893981225876435 -0.13067489207514046 0.0025266003551566558 -0.070487581729101509 -0.13101752616130363 0.070560988392232876 0.08601481986231628 -0.072399772913118735 0.025982167904625791 0.044562439436959346 -0.062895644452299698 -0.11680561920553914 0.022320567704215269 0.094436165997777266 -0.041367646519518575 0.081448456855092513 -0.05427218837470027 -0.040983782647851706 0.047624501863957114 -0.04358723913778681 0.077288089673002949 -0.12403716038959461 0.064266077505002295 -0.099569197531627629 0.051814209029487281 -0.023695397223427839 0.033156263064847112
leaf_weight=100.58385644637747 4.5817768159322423 1.5663330107927311 5.3334243487915955 115.20456215363811 1.6998331062495711 1.3947204565920399 2.7453967491164821 4.155846592038869 1.7068699672818186 3.8270384697243571 1.8401303763384929 3.1634237361140549 5.3436514618224455 3.7643925697775549 1.6804314583132502 1.356140084659273 2.944129354786126 3.9526655683876015 2.0368876889406238 3.517682001576758 4.088084014132618 5.4473366532474747 4.8070946768857556 2.1606548428535444 3.3417020407505333 3.6457865685224533 2.0525163989514112 2.7140715643763542 3.5678535173065029 12.319342278875409
leaf_count=644 30 13 36 1177 24 18 22 37 8 16 33 27 33 33 151 169 20 41 24 39 27 30 44 9 22 13 16 11 56 77
internal_value=-4.82568e-06 0.00238979 0.0406796 -0.000777517 -0.0419792 -0.0706408 -0.00166883 -0.0194634 -0.0723467 0.0223769 -0.0036049 -0.0188403 0.000163832 -0.00128299 0.000164643 -0.0546715 0.00122403 0.0313892 0.000398842 -0.000593801 0.000710875 0.00192284 8.13811e-05 -0.016645 -0.0444998 0.00983513 -0.0156684 -0.00916088 0.0143931 0.00338355
internal_weight=316.544 129.781 9.9152 119.865 4.66089 3.09455 186.763 17.4387 7.70285 9.73586 3.547 5.90882 169.324 163.981 160.216 3.03657 157.18 8.93368 5.98955 148.246 144.728 140.64 135.193 22.2897 10.8629 11.4268 7.78102 7.52117 5.72851 112.903
internal_count=2900 1298 66 1232 55 42 1602 143 78 65 41 49 1459 1426 1393 320 1073 85 65 988 949 922 892 171 77 94 81 55 65 721
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 1 1 0 1 0 0 0 2 0 2 2 2 1 2 0 2 2 0 2 0 0 2 1
split_gain=0.113242 3.96599 1.47516 1.32294 2.67439 1.01368 0.990239 0.964413 1.25005 3.84415 1.25231 0.692501 1.55403 1.25872 3.31022 1.72535 1.69135 1.49767 3.39156 1.93097 1.52227 2.1164 0.636355 0.841744 0.607223 2.62925 3.07719 0.991477 3.218 2.78958
threshold=0.4211999641000001 0.54017843775000018 0.41985269900000005 0.42552618185000007 0.54384599265000022 0.41865513010000005 0.54749857790000023 0.41753240920000007 0.40621538280000008 0.53321756835000012 0.40259273675000007 0.52324780695000006 0.52266399210000014 0.52772372085000019 39.091773401050006 0.52511900840000014 42.072181850200003 41.21013581150001 43.633733172900008 0.39584144190000009 43.968221017800005 0.54191491270000014 36.735256530150004 33.151194885250007 0.51700547890000015 37.858673296900008 0.52104727400000017 0.50300889195000009 37.272044000450002 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 6 -5 7 -3 8 10 -10 11 12 24 14 -13 -16 -17 19 -19 -15 -20 -22 23 -6 27 -26 -27 -1 -29 -30
right_child=1 3 -4 4 22 -7 -8 -9 9 -11 -12 13 -14 17 15 16 -18 18 20 -21 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.00076806254433623518 -0.13460580657728274 -0.086456582253561565 0.044005592360036323 0.10660954081042369 0.035019039913260212 -0.057971917398681544 -0.0030466920477934295 0.04579203547631306 0.031869667458255889 -0.13010277601613549 0.062256560703510704 -0.13942564060739571 0.056968961422960401 0.064025180846965651 0.035730127131118582 0.016471332470757574 -0.13070589721307785 -0.10610912068651208 0.081212962771887109 -0.018079035485869102 -0.080485365319154401 0.040590613962509077 0.0026148533884464628 -0.11278546749135838 0.044625960214963539 -0.13152154458238904 -0.0056202209888749815 -0.064344610173677402 0.079950115548557979 0.0011265288835018874
leaf_weight=150.85582181118662 2.2351746837375677 2.8813019730150691 7.7275598999112836 2.4917502598837009 0.59999121011060097 3.0182595048099747 2.812830010894686 4.5797445948701343 3.043507184367626 2.8256673708092421 3.2505489811301223 2.6400197613984329 5.0173934977501622 5.9754581712186354 3.9512464529834688 1.4367863126099112 1.7102673687040804 3.6495539192110282 2.1929837316274643 5.5019879974424839 2.736622633994557 3.0558336521498859 56.349364709283691 1.0768258146053993 4.095568321645259 3.1286094593815488 5.1154424920678139 3.5853707995265749 8.7304148194380122 9.2434321343898755
leaf_count=1096 84 17 33 9 102 23 24 22 35 56 23 40 20 24 23 16 29 44 9 46 21 38 763 94 19 28 25 21 46 70
internal_value=5.42556e-06 -0.00359393 0.00100258 0.000828748 0.00516459 -0.00038585 -0.0452531 0.000349627 -0.000548415 -0.0461107 0.000635491 -0.000264248 0.00205625 -0.0136693 -0.0438252 -0.00826926 -0.0635122 -0.000963248 -0.026246 0.0246666 0.0102535 -0.0166112 0.000808362 -0.0598987 0.000564986 -0.0208646 -0.0533996 0.00209868 0.0221581 0.0394134
internal_weight=315.515 68.4472 247.068 66.2121 60.5179 239.341 5.69413 236.322 231.743 5.86917 225.873 222.623 189.772 32.8508 9.73832 7.0983 3.14705 23.1124 11.635 11.4774 7.98544 5.79246 58.0262 1.67682 184.755 12.3396 8.24405 172.415 21.5592 17.9738
internal_count=2900 1093 1807 1009 968 1774 41 1751 1729 91 1638 1615 1325 290 108 68 45 182 112 70 68 59 959 196 1305 72 53 1233 137 116
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 2 0 1 0 1 0 2 0 1 0 1 2 2 1 2 2 1 0 0 0 1 1 0 1 0
split_gain=0.130607 0.886041 0.605258 0.564546 0.571285 0.353368 0.466051 0.978638 0.552099 1.46238 0.609728 0.293057 1.89757 1.88135 1.22854 1.19079 1.04627 0.577209 1.49622 1.02349 0.552327 0.413391 0.390415 0.321405 3.1936 1.96116 3.72394 1.58098 3.09962 1.55864
threshold=33.151194885250007 0.51700547890000015 0.31308942845000004 0.52029879345000019 0.56793209785000009 34.997818021800008 0.49850303880000008 0.36597706655000006 0.53781323915000012 0.41129008115000004 0.54749857790000023 37.020641110850008 0.52975958800000011 0.46208197360000008 0.51929582950000019 0.36543816055000006 35.97706729810001 37.858673296900008 0.37668033890000002 37.511241581900002 38.052786106700005 0.39724858540000008 0.5317655160000001 0.50300889195000009 0.50482021495000018 0.37668033890000002 0.37138109635000011 0.49320379630000005 0.35319301815000009 0.51700547890000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -8 -9 -10 -11 12 14 -14 15 16 -7 18 -13 22 -19 -21 -20 27 -25 26 -26 -22 -29 -27
right_child=5 3 -4 4 -6 11 7 8 9 10 -12 17 13 -15 -16 -17 -18 20 19 21 23 -23 -24 24 25 29 -28 28 -30 -31
leaf_value=0.01650278618914882 -0.016624951100234486 0.11063394100077911 -0.15173735023478926 -0.05969129212211402 0.077761367600890322 0.052421295042017792 0.11261120717567674 -0.03354702977475315 0.11559106846369666 0.054916004634253404 -0.11187957914131251 0.062886390595414857 -0.1416607912010156 0.061935454249342076 0.044032258469030396 -0.058319408444436595 -0.029077978583553557 -0.045672962086831893 -0.080807695250051298 0.071889202035686398 -0.00037655296075424861 0.00048672409636769503 -0.012032571674606109 0.08175118283264575 0.0061263823974236596 0.055074185870330084 -0.13651712051536991 0.0072172817422618543 -0.10316845594490689 0.0010094925514941399
leaf_weight=0.3140489980578417 2.1746897066477677 0.49607479572296131 0.67012478655669838 0.90895080834161468 0.45310886175866472 3.0029322116170096 1.3233558088541029 1.5323639176785948 1.2488462030887606 0.34949896484613407 0.5876894582179375 5.1032100552692992 1.9138346389227074 0.59496701843454491 4.5441175913438192 4.3502725521102548 3.3131359660765156 2.6776510539493747 1.7555793672800066 1.3799927085638048 122.80763940501492 1.965986600553151 1.5578174307593142 5.0069650127552441 4.7860182565636924 5.5808262703940263 2.9634326435625553 5.8116071373224241 4.524004737380892 119.76048323771101
leaf_count=2 24 2 60 24 92 21 5 9 4 2 52 33 56 32 33 25 25 24 11 7 860 37 32 31 40 40 42 31 48 1196
internal_value=4.17331e-06 -0.0213346 -0.0980521 0.0192993 -0.0139657 0.000199435 0.0220694 0.0387596 0.0124763 0.0447377 -0.0496777 -0.000320746 -0.0127999 -0.0933776 0.0004905 -0.0180593 0.0096703 0.000453269 0.0221445 -0.00907674 -0.000478195 0.0299355 -0.0484726 -3.20393e-05 0.00334795 0.000398363 -0.0484213 -0.0035378 -0.0410997 0.00341672
internal_weight=313.459 2.84231 0.984174 1.85813 1.36206 310.617 7.21644 5.04175 3.7184 2.18603 0.937188 303.4 17.7193 2.5088 15.2105 10.6663 6.31607 285.681 11.7626 6.65938 273.919 3.34598 3.3134 271.241 138.098 133.091 7.74945 133.143 10.3356 125.341
internal_count=2900 180 62 118 116 2720 96 72 67 58 54 2624 192 88 104 71 46 2432 120 87 2312 44 43 2288 1349 1318 82 939 79 1236
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 1 0 1 1 0 0 0 1 2 0 0 1 1 2 0 1 0 0 1 1 1 1 0 1
split_gain=0.115881 1.72511 1.37679 1.16109 1.89827 1.38052 1.33526 1.17068 3.30949 0.834453 0.736203 0.71254 0.707363 0.526853 0.477588 1.31518 1.31515 0.965868 1.07327 0.440993 0.417153 0.504633 0.260866 2.77038 1.64809 3.35992 1.35062 1.31452 2.46109 2.62468
threshold=36.514114975300011 36.372781240150012 37.020641110850008 0.38780276035000005 34.997818021800008 0.51929582950000019 0.36543816055000006 0.49320379630000005 0.34392682850000006 0.38733870245000007 0.54384599265000022 0.56793209785000009 0.56859076075000015 0.33263974130000007 37.858673296900008 0.52324780695000006 0.54384599265000022 0.42274183410000005 0.45280081435000008 38.052786106700005 0.42314601355000009 0.31123319660000009 0.50300889195000009 0.50482021495000018 0.37668033890000002 0.37138109635000011 0.38398550940000004 0.36254902550000007 0.48140774230000011 0.37982395740000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 10 6 7 8 13 -2 -5 -12 -13 20 15 -4 -17 -18 -19 -16 21 -1 27 -24 25 -25 -26 -21 -29 -30
right_child=2 -3 14 4 -6 -7 -8 -9 -10 -11 11 12 -14 -15 19 16 17 18 -20 22 -22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=0.032351197625407106 -0.088706202473004203 0.094693643410061742 0.049368732335129326 0.036693136762445115 -0.11795409823457914 0.087033752811738696 -0.043092724597332599 0.067846985210346322 -0.17615503722800416 -0.0088378095299398735 -0.13156877421310861 0.10944520943098604 -0.10197412495464707 0.088237798155986327 -0.040553640064289416 -0.081527503765356446 0.11253140455005697 -0.11964731326375014 0.035197875217442366 -0.0011590100143144208 0.046779178453891346 -0.11693150293652987 0.078324328665481849 0.0055262338113951197 0.048101282294680983 -0.13336569859824987 0.00068490025936943175 0.033380391165827569 -0.18199014033641389 0.00069684091468488404
leaf_weight=0.4386697942391099 2.7896392603870472 2.0359879177121902 6.6405256944708508 2.3217328623868521 2.0230344490264542 2.150845428928732 4.5075679644942284 3.5289375483989716 0.93506121542304743 2.4631821026559919 0.64747964090201982 0.36205616034567356 0.28113735117949545 1.2497007674537597 2.7121596792858318 1.9924112558364866 0.86420737206935916 0.65127262962050769 1.4315037596679756 127.84178091672948 1.1066941739991305 0.46804996719583869 4.7186063630506387 4.7757709496654561 6.3269797731190911 2.7415305124595761 118.87769360213133 2.0644588465802363 1.8985055815428498 1.3425762967672197
leaf_count=4 18 12 40 16 69 11 24 14 40 42 24 2 135 14 24 20 3 24 33 868 6 37 31 40 39 42 1197 17 18 36
internal_value=7.89644e-06 0.00699542 -0.000523321 -0.00192286 -0.0403988 0.0131499 0.000161135 0.025393 -0.0102933 -0.0512539 0.00303403 -0.0575138 0.0170347 0.0372352 0.000412086 0.0203034 -0.0187721 0.0236558 -0.0132214 -0.000430722 0.00557856 -0.0447087 -2.85616e-05 0.00302751 0.000350515 -0.0451271 0.003081 -0.00318317 -0.0519572 -0.106314
internal_weight=312.19 22.057 290.133 20.021 5.63544 14.3855 12.2347 7.72711 4.19818 5.25282 3.61241 1.29067 0.643194 3.26311 284.88 11.5799 4.9394 2.94698 2.08278 273.3 2.01341 0.90672 270.588 137.441 132.722 7.5173 125.205 133.147 5.30554 3.24108
internal_count=2900 408 2492 396 246 150 139 115 101 60 177 161 137 61 2432 120 80 60 57 2312 47 41 2288 1349 1318 82 1236 939 71 54
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 2 1 2 2 1 0 0 1 2 0 2 2 1 1 0 0 0 0 0 2 0 2 0 0 2
split_gain=0.133873 0.727711 0.51945 0.515311 0.450278 0.353398 0.359676 0.58512 0.17776 1.13656 1.69966 3.22363 0.988773 0.792986 1.55751 0.508658 0.377339 0.296687 0.215611 2.88314 0.716692 0.849195 1.48617 0.506351 0.700471 0.718029 1.32078 0.427027 0.914981 0.971949
threshold=33.151194885250007 0.51700547890000015 0.31308942845000004 0.52029879345000019 0.56793209785000009 34.542090938800008 0.38780276035000005 34.394321486900004 37.064694648750013 0.38780276035000005 0.52877159370000015 0.52975958800000011 0.46208197360000008 36.625813070500008 0.50482021495000018 37.360990606650006 35.616518500750011 0.36501901140000009 0.34193587020000005 0.4447920721000001 0.42646926740000007 0.3972336157500001 0.41155953415000007 0.39672464895000009 48.919835655300012 0.39614083410000006 44.921040431000009 0.4755546241000001 0.47670728420000003 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -8 9 13 -11 -12 16 14 17 -10 -13 -7 19 20 21 23 -23 24 25 26 -17 -20 29 -29
right_child=5 3 -4 4 -6 8 7 -9 15 10 11 12 -14 -15 -16 18 -18 -19 27 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.01107076049763869 0.045978603669819949 0.10918028769316324 -0.14891487299533687 -0.05686994785378461 0.070544807193335127 0.010033188146464851 -0.061977474738265328 0.053842686427442304 0.038024789810682413 -0.12915704363092279 0.18064434729218978 -0.02716544778374666 0.056353415968386035 -0.032112694399077955 0.074656938112191207 -0.10363579328608284 -0.11772930829015536 -0.030855910662314769 0.017479488065803538 -0.13128647133248511 0.039410751022238052 0.0084633234720833169 -0.16200732355244524 0.045187131836121358 -0.068929419417361124 -0.048213622258450634 0.074780016072935815 0.021913562492227548 0.0003665426626943854 -0.08950543122646909
leaf_weight=0.30635853856801931 3.2870438357349476 0.43960765004158009 0.60123160408693366 0.8717070007114669 0.40679004903358873 4.2631702537182736 0.9720228479200157 0.79126930003985763 3.549425584380514 1.7696006800979365 0.71382123231887851 0.66800868778955269 0.59290391427930433 4.2003282773075616 3.435922883450985 0.51344738225452458 1.4779667675320523 3.0398676097393036 14.191845492227001 1.7801014750730235 4.0312576442956916 1.1465825559571388 0.92317167576402415 2.1956199258565903 1.5387312285602091 1.3824077248573301 2.1621835306286812 1.1913767568767064 245.82361608056817 2.2837177040055394
leaf_count=2 27 2 60 24 92 38 39 6 36 30 1 14 42 24 14 94 51 14 118 47 26 18 31 7 13 6 11 7 1965 41
internal_value=6.01088e-06 -0.0224783 -0.0949115 0.0157845 -0.0163293 0.000197736 0.0264327 -0.0100037 -0.000239724 -0.00931158 -0.0494692 -0.00862711 -0.057956 0.00472626 0.0191351 0.000407232 -0.0895382 -0.00698678 -7.10557e-05 -0.0114658 0.00388629 -0.0106347 -0.0675716 0.00448843 -0.0114777 0.0103069 0.0405424 0.000606751 -0.000353764 -0.0513073
internal_weight=310.551 2.62569 0.90759 1.7181 1.2785 307.925 5.05034 1.76329 302.875 20.1616 5.2223 3.4527 2.73888 14.9393 10.739 282.713 2.14598 7.30304 279.164 15.6735 13.8934 9.86214 2.06975 7.79239 5.59677 4.05804 2.67563 263.491 249.299 3.47509
internal_count=2900 180 62 118 116 2720 72 45 2648 228 138 108 107 90 66 2420 65 52 2384 253 206 180 49 131 124 111 105 2131 2013 48
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 0 2 1 2 1 2 2 2 0 0 2 0 2 2 2 2 2 0 2 1 1 1 0 0
split_gain=0.115807 0.965337 0.397279 0.471366 0.698982 0.397213 0.436636 0.249133 1.04704 0.163865 0.630164 1.20595 0.491777 0.279705 0.668712 0.278376 1.51928 1.38283 1.23177 0.661952 1.29131 0.647684 1.20593 0.688428 0.2653 0.974787 2.82262 2.1903 1.11706 1.92779
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.52041855035000018 46.177190236600005 0.52332265500000019 0.6777042603500002 45.027406014450008 0.48250052395000009 50.264779514000004 0.38906020780000011 51.307674290650006 49.49736495185001 51.779769178100004 0.61532588845000014 0.58388970390000006 41.792045663550006 0.57600071855000012 37.511241581900002 40.922041107600009 40.823855932350007 47.480720532750006 43.542456167850005 0.59014700160000022 44.157169339850007 0.41865513010000005 0.41367024935000007 0.39167988980000007 0.47760546090000006 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=9 -2 3 4 7 -5 -7 8 -3 12 -11 -12 15 -13 -15 17 18 24 -17 20 -19 22 23 -18 -1 26 27 28 -26 -30
right_child=1 2 -4 5 -6 6 -8 -9 -10 10 11 13 -14 14 -16 16 21 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013094315093253777 -0.144076522444645 0.11675597851009184 -0.10340005564339681 0.12436618167765495 -0.059762423142224977 -0.10203642017197581 0.056979731526552072 0.060715206822124113 -0.11117296554690299 0.097368367905774453 -0.1282690132068211 0.053983666891258775 0.041819811409338624 -0.11405477490832039 0.044299695971390496 0.065613497865922452 0.11462824164972812 -0.11939278197388525 -0.11375946675771263 -0.091470103174153952 0.124885142590798 0.074470011124258315 -0.03146479089162129 0.017937953833495331 -0.021574507411932242 -0.067417929827064113 0.10249699223134785 -0.092332237799562678 0.11022812882910614 -0.00017050739645612354
leaf_weight=254.70213796111057 0.51937703811563452 0.35503885149955783 0.35544526007288357 0.52150056840036974 1.6965696290135381 0.23628014583664481 0.64149367575009819 1.062077425420284 0.4661601690822863 0.38865429721772615 0.97972137946635518 0.78819894045591343 2.8542272454360491 0.47033830214058958 0.61584373656660318 0.52849740321107574 1.2915170360356554 0.40795749903190826 1.3890477419190572 2.4381838815752417 0.46087479591369629 2.7191764884628356 2.8301724465563893 1.7130914587760342 12.068572547461384 2.5829142960719755 2.3119213823229066 3.0528832345735273 2.0486461669206601 6.9399688402190804
leaf_count=1826 23 1 129 6 22 82 8 5 51 3 22 11 25 81 6 50 4 47 88 28 1 14 28 44 108 43 13 53 5 73
internal_value=-1.29716e-06 -0.0139327 -0.00126185 0.0060295 -0.0132068 0.0552429 0.0141756 0.0287333 -0.0126297 0.000267341 -0.0220917 -0.0383591 0.000508751 0.00863604 -0.0242709 0.000112392 0.0161275 -0.000471908 -0.0643222 -0.0647628 0.0101852 0.034162 0.0153773 0.0594998 0.000277495 -0.0087843 -0.00305249 -0.0131737 -0.00169721 0.0249911
internal_weight=309.436 5.85394 5.33457 4.97912 3.57985 1.39927 0.877774 1.88328 0.821199 303.583 3.24276 2.8541 300.34 1.87438 1.08618 297.486 10.4715 287.014 1.91755 3.30702 0.868832 8.55396 5.83478 3.00461 283.707 29.0049 26.422 24.1101 21.0572 8.98862
internal_count=2900 327 304 175 79 96 90 57 52 2573 123 120 2450 98 87 2425 228 2197 138 76 48 90 76 48 2121 295 252 239 186 78
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 1 2 2 1 0 0 0 0 2 1 0 2 1 0 0 0 0 1 1 2 2 2 2 2
split_gain=0.119096 1.22292 1.74929 1.93787 1.19879 1.12047 0.97457 1.14974 1.58098 1.01258 1.17244 2.1216 1.72014 1.92167 1.01231 0.943404 0.861738 0.860688 0.80028 0.765884 0.727157 0.696092 0.686524 1.5021 0.657001 0.567419 1.15927 0.692601 1.04709 0.934653
threshold=39.788107623550012 39.420767558750008 0.34524415440000006 0.39024280710000009 0.56915960600000015 39.268993001500007 0.42067602765000006 38.386256906100009 38.771633980050005 0.36597706655000006 0.52772372085000019 0.52937037810000021 0.52266399210000014 0.51929582950000019 39.039757512550004 0.49091344570000006 0.46594413340000007 38.238138001450004 0.33960061075000009 0.54017843775000018 0.50579323975000012 0.42314601355000009 0.56369569775000017 0.44751654140000008 0.31100865245000009 40.036761086100007 40.166811829450005 40.21994457600001 40.259171735100004 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 9 -9 16 12 -12 13 20 -10 -6 18 22 21 -13 -11 24 23 -8 -1 -2 -27 -28 -29 -30
right_child=25 2 3 -5 15 -7 17 8 14 10 11 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.043930137816778639 0.024787920947991472 0.024463040604655609 -0.10743747085581319 -0.015432073829008458 -0.11713359053036257 0.051610701443017784 -0.064334591138797401 -0.078679673198947753 0.021013515482278283 -0.0040254455742298944 0.083525616059944657 -0.069226270341031612 -0.092414114620817042 0.051197316903729612 -0.044101136675397841 0.028216589367206748 0.033134656040033114 0.047612503792696145 -0.098863264130860343 0.010669449787936804 -0.067988471541202217 0.038656960596471793 -0.07092388535432112 0.087594311826667701 -0.11663719539056112 -0.053720481179068226 0.058100442259752229 -0.082025203436536229 0.033303108346069886 -0.00024038242330769616
leaf_weight=0.39730573818087866 9.7658316504093801 3.9906710262875995 3.9866200145333988 5.3769341807055753 1.4548633902959403 4.6494421437382689 1.1908046673052002 4.437307001091539 5.6105551552027446 3.2728136423975247 3.1723015159368497 1.9859837526455519 3.2073821821250013 3.5523399114608765 4.156232837587595 0.64430556337902078 14.099400030332616 7.3918141238391399 0.95641666330629949 3.0309477944392711 3.8896622564643621 2.1318311477079988 1.2674789363518355 1.4349188082851467 0.7106206585012842 3.9230152216041452 2.1137226031278251 1.5237136646464922 8.6741071661235747 196.17192762193736
leaf_count=4 60 16 27 41 135 22 42 33 29 20 13 27 40 19 23 137 73 31 40 32 27 17 28 9 51 36 12 12 60 1784
internal_value=-3.8795e-06 -0.00316362 -0.0309764 -0.0546042 0.00194918 0.00416513 0.000817503 -0.00471074 -0.0291833 0.003892 -0.0105076 0.0195164 -0.0281682 -0.00893683 -0.00669587 -0.0725207 0.0212949 0.0275701 -0.0184872 -0.0209578 -0.0387613 0.00524083 -0.0104833 0.0186923 -0.0590573 0.0012192 0.000135577 0.00114898 0.000565662 0.00118
internal_weight=308.171 85.999 13.3542 9.36355 72.6447 70.5456 65.8961 54.6111 14.2041 40.407 22.1114 8.18923 13.9222 10.7148 9.76679 2.09917 18.2956 11.285 4.19617 5.01693 7.16248 3.23976 3.8932 2.62572 1.10793 222.172 212.406 208.483 206.37 204.846
internal_count=2900 936 84 68 852 580 558 448 85 363 178 72 106 66 52 272 185 110 112 59 47 72 79 51 55 1964 1904 1868 1856 1844
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 0 0 2 2 2 0 0 2 2 0 0 0 1 2 0 0 0 2 2 1 1 1 0 0
split_gain=0.11728 2.88407 2.51194 0.699058 0.990993 2.34586 1.83035 1.82013 1.48451 2.90088 0.896485 0.902613 2.35983 2.20307 1.53701 2.97897 0.948361 2.22389 1.36451 0.956205 0.849599 0.778206 1.4697 1.49243 1.19417 1.64981 1.26647 0.727062 2.07065 1.74796
threshold=41.134354310300004 41.21013581150001 41.028010303750008 40.922041107600009 0.48181192180000004 0.36000419150000007 0.47997065955000012 0.49678153350000009 39.852039223600009 40.380906245900007 40.823855932350007 0.54095685760000012 0.54317236010000014 40.305698932850007 40.036761086100007 0.55671985870000007 0.55041765215000005 0.55671985870000007 0.43706775245000007 36.735256530150004 0.56055207925000017 0.47739588635000008 0.47512050540000011 38.938637541200009 37.962710038050005 0.34307356065000005 0.33263974130000007 0.38906020780000011 0.52215502530000013 0.51929582950000019
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 -7 21 -10 11 13 -13 27 16 -16 -14 -18 -19 -20 -21 22 23 24 25 26 -1 29 -29 -9
right_child=1 -3 -4 -5 5 7 -8 10 9 -11 -12 12 14 -15 15 -17 17 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.021270177821958704 0.072812808882381064 -0.00062756992225624633 -0.078138370252988837 0.042242623941845185 0.04836134458739999 -0.1076663385774177 -0.083506706810072703 -0.0033849740335552487 -0.10945771666964943 0.006625867932687407 0.054562341354706223 -0.10047185092124758 0.036001928830236472 0.06756802479160709 -0.14036021024953374 0.0022843908531387873 -0.13507828576912703 -0.075096009710511696 -0.10827410882048871 0.096579867457269361 0.013760141751546901 0.038649769029086456 -0.08978951619426552 0.064942070838235708 -0.10169746731730803 -0.11046348461524924 0.084059575399694664 -0.09253072346810931 -0.0018689271143452976 0.058838027467869869
leaf_weight=2.3955238186172298 5.5259982133284202 165.38045825585141 4.219543675746535 3.8472333298996082 10.574964247643946 1.5858389353379596 3.6224659737199536 19.172391891479496 3.6587452697567624 5.2298374513629824 2.9563144347048356 2.9404045380651977 7.3558074603788617 5.2902533151209346 2.2864913363009682 4.0702392836537911 1.2617606122512359 1.8162317741080176 0.55598112355801177 1.4678229540586452 7.9331298063043505 5.8804822340607634 1.7736397385597218 3.2369726512115449 1.3495824427809564 1.0426472051185554 2.1807194566354156 2.8888880009762969 19.68446217244491 5.905276294797658
leaf_count=62 22 1584 34 24 58 14 23 97 27 31 17 19 39 26 16 63 41 46 171 5 157 25 11 15 17 45 17 25 144 25
internal_value=2.54332e-06 0.00174701 -0.00218671 0.000241836 -0.00101941 0.00388299 -0.0167975 -0.00151279 -0.00776321 -0.0411568 0.000454166 -0.00148172 -0.0154387 0.00634494 -0.00609084 -0.0490243 0.0072935 -0.0089071 0.00461499 0.019155 0.0266912 0.00885656 -0.0057688 0.00883345 -0.0172299 0.00305802 0.0289227 -0.000452099 -0.0134716 0.0112673
internal_weight=307.09 170.906 136.184 131.964 128.117 97.7463 30.3706 87.1713 26.7482 8.88858 85.5855 82.6291 29.6879 52.9413 26.7475 6.35673 20.3907 13.0349 11.7732 9.95693 9.40095 17.8596 11.9791 10.2054 6.96847 5.61889 4.57624 47.651 22.5734 25.0777
internal_count=2900 1606 1294 1260 1236 963 273 905 250 58 891 874 557 317 538 79 459 420 379 333 162 192 167 156 141 124 79 291 169 122
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=2 1 0 1 1 0 0 2 2 1 0 0 1 2 2 2 1 1 1 2 0 2 0 2 1 0 2 0 0 1
split_gain=0.14296 0.452113 0.996578 1.28555 0.758424 1.8402 0.733325 0.80064 0.638228 0.645073 0.661863 0.849407 0.279628 0.243914 0.829817 1.56258 1.02672 1.31608 0.590589 0.420009 1.17816 1.22485 1.29498 0.476532 0.22453 1.04215 1.47132 0.550167 0.445633 1.31678
threshold=34.997818021800008 0.31100865245000009 0.49850303880000008 0.34392682850000006 0.36597706655000006 0.51243974730000008 0.51484985480000012 34.394321486900004 33.384956903900012 0.38906020780000011 0.54384599265000022 0.56793209785000009 0.33672644530000007 37.020641110850008 36.514114975300011 36.372781240150012 0.36543816055000006 0.38780276035000005 0.38733870245000007 37.858673296900008 0.52324780695000006 37.572218886150004 0.54384599265000022 38.052786106700005 0.34427112960000006 0.4588185982500001 39.420767558750008 0.43780126340000008 0.47577916830000005 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -4 -6 -7 8 9 -8 -11 -12 -3 14 15 16 -2 -18 -16 20 -15 22 -22 -21 25 27 -27 -25 29 -26
right_child=13 2 4 -5 5 6 7 -9 -10 10 11 -13 -14 19 18 -17 17 -19 -20 23 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.10989884968251072 0.026731447011890425 -0.027281495111479176 0.098286430073848616 -0.13315080179569361 -0.17801561215032086 0.11868975793873303 -0.06999946721713686 0.075511903234808719 -0.11949228813430342 0.10751762086700041 -0.13911997066776954 0.070460671846767006 0.082286270014021029 0.047324736949054563 -0.07609103108405918 0.084894359317874035 -0.0096238368489388413 -0.11499072151837619 -0.0070764277828318581 -0.042746122645363607 -0.16537649799708498 0.031569437320079198 -0.010129319480398156 -0.0021693113762099332 0.064764126638400032 0.0078497245046665193 -0.085882800147229821 0.056612400927347178 -4.9117736008634814e-05 -0.0092600919927957413
leaf_weight=0.45205546915531059 3.7427877135341987 0.45079366624122297 1.1857661902904508 1.0188089483417568 0.47496373578906048 0.75622227787971485 0.78450019191950637 1.3363743022637207 0.51150590361430648 0.76419076393358387 0.35004636336816475 0.43208188749849796 0.48194320243783295 6.3740411093458516 2.8415349343558765 1.9245468995359267 4.022789403796196 1.6806785070220938 2.1999164868611842 2.6368419010541393 0.89297269098460708 2.330358822044218 1.348955435270909 12.428778268396856 4.1235791649669391 3.1252831425517789 3.6079364555189386 1.8261976297944773 235.99289998380118 5.7595069468370639
leaf_count=2 31 38 6 34 5 2 8 23 30 5 18 98 7 40 18 12 20 69 42 24 12 32 36 196 14 16 41 21 1910 90
internal_value=1.95773e-05 0.0124367 0.00728195 -0.0554925 0.0258559 0.0099802 0.0280739 0.0116751 -0.018339 0.00385947 0.0413306 -0.0233384 0.0293319 -0.000356845 -0.0122059 0.0027664 -0.0139661 -0.040673 -0.0459754 0.000336583 0.0195387 -0.0191966 -0.0719652 -0.00044335 -2.53632e-05 -0.00995338 -0.042376 0.00536118 0.000822101 0.0216255
internal_weight=305.859 8.99925 8.5472 1.95155 6.59565 5.40989 4.93492 4.1787 2.84233 2.33082 1.54632 0.782128 0.932737 296.86 16.4123 11.3708 9.44626 5.70347 5.04145 280.447 10.9463 4.57229 2.24193 269.501 266.864 20.9882 6.73322 14.255 245.876 9.88309
internal_count=2900 276 274 79 195 189 184 182 159 129 121 116 45 2624 192 132 120 89 60 2432 120 80 48 2312 2288 274 57 217 2014 104
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 1 1 1 0 0 0 2 2 0 1 2 0 1 2 1 0 1 0 2 1 1 1 1
split_gain=0.127657 0.625181 0.822514 0.834455 0.79387 0.934122 0.561296 0.617205 0.453976 0.877667 0.174662 0.323451 0.397705 0.17211 0.876034 0.77976 0.796082 1.39994 0.678736 0.732125 0.441234 0.425593 0.179673 0.784869 0.831765 0.319684 0.661557 0.569818 0.749516 0.349936
threshold=34.542090938800008 33.96174662340001 0.38185982460000006 0.36543816055000006 0.38573695400000008 0.38906020780000011 0.49128768600000011 0.33960061075000009 0.39458399450000009 0.43166372265000008 0.55240861050000023 0.56793209785000009 0.56859076075000015 37.064694648750013 36.921550069850007 0.52975958800000011 0.46208197360000008 34.997818021800008 0.51929582950000019 0.36543816055000006 37.360990606650006 0.36449507500000006 0.62143349005000015 0.47777012665000013 0.62640340110000015 46.177190236600005 0.52041855035000018 0.52332265500000019 0.59210802070000013 0.49901200560000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -1 -7 -10 -11 -12 -13 14 15 18 17 -17 19 21 -15 -2 -22 -24 -25 29 -27 -28 -29 -26
right_child=13 -3 4 -5 5 8 -8 -9 9 10 11 12 -14 20 -16 16 -18 -19 -20 -21 22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.00034799635632089027 -0.011915814888825486 0.050291082182419733 0.11190760602065662 -0.17971816322724765 -0.17509082586277439 0.10866845077931463 0.088800195349165723 -0.18655206512309738 -0.13510876071300021 0.1116520882915259 -0.11120178670790026 0.1148023996169546 -0.10110965431225022 0.036314607777727791 -0.07442778980900859 0.039922918257932573 0.056460392372761736 -0.13709130179548662 0.043548270812545489 -0.036959633574485486 0.00026605329333747755 0.040271492166750168 -0.14248004520066701 -0.13494637433298531 0.077112629293314874 -0.055486821421272162 0.12621113715835233 0.049703457985127826 -0.13823119029782546 -0.019077945741760291
leaf_weight=0.48693942080717423 2.9247406785143593 2.773141687415773 0.72871103882789645 0.47079318203032006 0.29272218421101559 0.41897125542163838 0.32870416156947613 0.27731511933961883 0.39435030749882549 0.26998162269592285 0.15193589864065871 0.32441031932830811 0.11575102455390152 3.367017675045644 1.8735365768661711 0.65421660768333811 0.52975961913762137 1.409063128128764 3.7092478824779382 4.4764576791785657 269.85329659093986 3.3554464355111122 0.46283040731213887 0.46117319748736907 1.0277249198406933 1.6954818582162263 0.4752858281135558 0.70926797378342576 0.3028106844285503 0.59841957967728365
leaf_count=38 34 36 4 5 3 2 3 26 17 1 8 1 108 36 24 8 41 54 30 24 2142 13 14 11 7 24 1 34 39 112
internal_value=2.16964e-05 0.0133373 -0.0107152 -0.0684158 0.0227423 -0.0102718 -0.0204722 -0.06747 0.018525 -0.0115344 0.0449936 0.0145989 0.0580231 -0.000292714 -0.00951928 -0.00239056 -0.0528884 -0.0809643 0.00666127 -0.00605859 0.00033349 0.0159674 -0.000106115 -0.0176241 -0.00665919 0.00564331 -0.0127858 0.03589 -0.00652599 0.0417146
internal_weight=304.92 7.03373 4.26059 1.56375 2.69683 1.96812 1.09296 0.764255 1.6754 1.25643 0.862079 0.592097 0.440161 297.886 18.9325 17.0589 2.59304 2.06328 14.4659 10.7566 278.953 6.28019 275.586 5.73299 5.27016 4.80899 3.18285 1.48736 1.01208 1.62614
internal_count=2900 252 216 72 144 140 67 64 137 135 118 117 109 2648 228 204 103 62 101 71 2420 47 2384 242 228 217 98 74 73 119
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 2 2 0 0 2 2 2 1 1 0 1 0 0 0 2 0 1 2 1 1 1 0 0 2
split_gain=0.118679 1.28242 1.21408 0.648925 0.577807 1.20672 0.553768 0.511026 3.70005 11.2338 1.21665 2.01008 1.30161 1.16478 1.60444 0.99952 0.987474 0.791819 1.16126 0.67468 0.576777 0.82206 2.00571 1.66381 2.42963 1.92295 3.67695 1.45929 1.37348 1.1173
threshold=41.986601436450009 42.178283198950005 0.34988473400000003 42.34047585750001 0.34503457980000002 0.54585192060000021 42.37975859965001 41.322103772800006 0.48218616210000004 0.48607826115000008 41.134354310300004 41.028010303750008 41.21013581150001 0.37138109635000011 0.46419268885000003 0.54475913895000005 0.34569324270000007 0.47778509625000004 0.47715637260000004 0.47694679800000012 40.922041107600009 0.48181192180000004 0.36000419150000007 40.580626202750004 0.34554354660000003 0.35165114815000004 0.35585760905000008 0.49678153350000009 0.47943175355000006 38.318569170500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -6 -5 10 16 -10 11 20 -12 -11 15 -15 17 18 19 -9 21 23 -23 24 28 -26 -27 -24 29 -1
right_child=1 3 -4 6 5 -7 -8 8 9 13 12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 27 -25 25 26 -28 -29 -30 -31
leaf_value=0.024726654967503568 0.0001349254752062782 0.01121272450105653 0.071402837753654178 0.056082134618501756 -0.12733500187082408 0.0024543929391085827 5.9203195897158665e-05 -0.051093825490905055 -0.25929407116011788 0.032896555208908516 0.068051981865690961 -0.069528885012002981 0.0031428442137826718 -0.019703610215839475 0.05532221825206151 -0.092675375360840709 0.060981204232959066 -0.028917945608427215 0.068113426264226479 0.032557876039591593 0.038750765440095244 0.045446631897691721 -0.096384077657222622 -0.082376155420913089 -0.17670854330687014 0.10049498704329074 -0.14313221023702039 0.00040209425890421055 0.05968868934137761 -0.02506597205754765
leaf_weight=7.3593578702421061 4.5561375434044731 1.5423447398934502 5.0284493045182899 1.7929553298163217 1.4840309908613565 1.3848290483292656 110.77547671046341 2.0675726828631036 2.1677899509668341 3.824143446981906 5.3304836953757313 4.2648246092285254 7.3479656243871432 4.2012974508106691 1.6940150667505802 3.3930274900048971 4.3678778810426584 4.2867060117423534 3.3812782391905785 1.806636147201061 3.7766230478882781 10.235715599730609 1.5872833277098823 3.2973988407757124 1.3515130376908921 1.1698705048765989 1.3167818953952517 83.900804221557337 3.8574836924672118 11.625101485522462
leaf_count=109 30 13 36 11 24 18 1166 39 16 21 22 34 44 40 39 29 19 22 11 6 24 58 14 23 15 9 35 891 16 66
internal_value=1.85038e-05 0.00235845 0.0375249 -0.000522871 -0.0381475 -0.0646843 0.000951519 -0.00164892 -0.0132708 -0.0484159 0.000826761 -0.00197983 0.030433 -0.013553 -0.0326769 -0.0523063 0.020483 0.0051574 0.0252899 -0.012085 0.00024514 -0.000911739 0.00361379 -0.0153626 -0.00708039 -0.0806978 -0.0285154 -0.00139496 0.00528965 -0.00576378
internal_weight=304.176 126.564 9.58459 116.98 4.4112 2.86886 112.568 177.612 31.1903 15.2803 146.421 133.743 12.6784 13.1125 9.28834 7.59432 15.9101 11.5422 7.25549 3.87421 129.478 125.701 95.7238 29.9775 26.6801 3.83817 2.48665 85.4881 22.8419 18.9845
internal_count=2900 1298 66 1232 55 42 1177 1602 242 145 1360 1294 66 129 108 69 97 78 56 45 1260 1236 963 273 250 59 44 905 191 175
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 0 2 2 0 0 2 2 1 1 2 1 1 2 1 1 2 0 1 1 1 2 1 0
split_gain=0.115759 1.21135 0.855982 0.855658 1.23684 1.21784 0.881715 1.03007 0.705618 1.44194 2.59777 2.98877 0.570303 0.850246 1.78556 2.36184 0.949313 0.728204 1.49689 0.677749 1.25537 3.52587 1.3363 0.603082 2.08983 1.44729 3.48259 1.12757 0.959235 0.560675
threshold=43.19689381845 43.082598263550004 43.124157941850008 43.542456167850005 0.34632196640000007 0.51818807820000012 43.740100730350001 0.52833747495000016 43.022303514600004 42.773538294100007 0.48140774230000011 0.50356276755000018 44.157169339850007 44.758188263300006 0.34575312120000007 0.41367024935000007 45.154229826150008 0.34560342505000002 0.4019490434500001 47.480720532750006 0.41640968835000008 0.43967246490000006 47.001379125850008 0.61802041855000012 0.5024400467000002 0.44922307715000004 0.40259273675000007 50.264779514000004 0.39135055835000004 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 7 -5 9 29 -11 -12 17 14 -14 -16 -15 -8 -19 20 22 -22 -18 25 -25 26 28 -27 -21 -1
right_child=3 2 -4 6 5 -7 12 -9 -10 10 11 -13 13 16 15 -17 19 18 -20 23 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.012303752692126538 -0.025004521951328979 -0.11068521009749516 -0.016708583427383569 -0.097940939433154475 0.091351502647017802 0.011569901372646775 0.058186578546228933 0.0098926629292739876 0.049980097857731921 0.016020669156297723 -0.19364734972862616 -0.022721656772003215 0.027660889880443924 0.045135128722059936 -0.16545734769011725 -0.0054961354760441677 -0.11955724026073791 -0.034551793517035551 0.051839238343689878 0.00069352062820905854 0.1065872957200565 -0.070139895095745461 0.0089328490254930431 -0.15140272357860643 0.017086755255947404 0.098571500828084399 -0.12691859247054485 -0.00057036560740381212 0.062618764507710298 -0.0014161410432643785
leaf_weight=35.626993925630813 2.9737750958302041 1.6548465460073196 2.3393679567379877 1.9602042292826802 3.7819041684269905 3.8723728494951501 3.715167225804179 1.6162597869988529 2.7798676933161905 3.9439092777320166 1.814021050930023 2.3460446043754928 2.5057422664831384 4.5725549240596584 1.7619823440909388 1.9386061866534872 2.2597529939375804 4.4136988986283523 3.676125212572515 12.231918405974293 1.9790669456124304 2.6279784720391035 1.2611063728109 1.0578627297654741 2.4206152873812243 2.8940058983862391 2.0000622490770175 1.9005473123397676 3.144486582488752 181.67248085528263
leaf_count=366 34 22 33 26 21 33 30 18 22 38 14 36 24 33 22 31 73 29 29 76 9 41 20 15 74 13 78 48 37 1555
internal_value=2.86224e-05 -0.0010494 -0.0556441 0.00357556 0.0297258 0.0509892 -0.00106136 -0.0492093 -9.37509e-05 -0.000711304 -0.0421278 -0.0972548 0.00199391 -0.00318383 -0.0375224 -0.0816594 0.00237333 0.0215366 0.00470546 -0.00341547 -0.028579 0.00577751 -0.0735345 0.00455843 -0.0341537 0.0106321 -0.00278872 0.0592719 0.0133573 0.000833283
internal_weight=302.743 232.178 3.99421 70.5658 10.6281 7.65428 59.9377 3.57646 228.183 225.403 8.10397 4.16007 56.3613 44.5563 6.20633 3.70059 38.35 11.805 8.08982 33.7774 8.1279 4.60705 3.52086 25.6495 3.47848 22.171 17.3765 4.79455 15.3764 217.299
internal_count=2900 2086 55 814 88 54 726 44 2031 2009 88 50 682 594 77 53 517 88 58 484 143 50 93 341 89 252 191 61 113 1921
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 0 1 0 0 1 2 1 2 1 2 2 1 1 2 1 0 0 1 0 2 2 0 2 1
split_gain=0.110306 1.06499 0.823638 1.72808 2.14297 0.738082 1.78889 0.511593 1.12447 1.53729 1.95866 0.50793 1.36851 1.30896 1.22118 0.89704 1.4724 0.460362 0.922956 2.5264 1.06099 1.80119 1.64211 0.567557 2.2987 0.414367 0.886899 0.614599 1.43413 0.574905
threshold=0.47727612945000003 0.47760546090000006 0.47577916830000005 0.34500464060000008 0.34512439750000007 0.3447651268000001 0.48119816770000007 0.34491482290000003 0.47778509625000004 0.47868327295000007 0.34545372890000009 38.938637541200009 0.34392682850000006 38.052786106700005 0.33263974130000007 39.945535567850008 40.79983011445001 0.34512439750000007 0.34536391125000004 41.840895355800008 0.34569324270000007 0.48077901860000011 0.47943175355000006 0.34587287805000005 0.48077901860000011 45.027406014450008 44.758188263300006 0.43780126340000008 41.558544840500012 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 -7 -9 10 -10 12 13 14 -1 -13 -17 -11 19 -19 21 -20 -22 -24 -25 26 27 28 -18 -29
right_child=1 5 3 4 -6 7 -8 8 9 17 -12 15 -14 -15 -16 16 25 18 20 -21 22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.025933574324422434 0.040747336274565324 -0.074668719489351554 -0.077542525181698962 0.082147675710687165 -0.034324656394801097 0.031523005681447246 0.023179562183267569 0.055580141945848788 -0.12544039257122572 -0.030775006644258807 -0.0013119350753574273 0.059498484710659098 -0.12858704241725893 -0.09241665337099797 0.079423682938910806 -0.10147094144978619 0.046876334994679206 0.068605563673386563 -0.089251321765887209 -0.034804142968942138 0.081441041957299717 -0.00092529325430836516 0.025773750362831228 -0.11422245707329282 0.00018753676104243792 -0.0074529998074861787 0.099885615493664315 0.043475701943637958 -0.10673859723501572 -0.0066400882712790016
leaf_weight=2.3485950529575339 6.512727588415145 4.1849691858515135 4.3269826608011481 2.2989589292556047 5.048999463673681 5.2830601669847956 3.3754370287060738 3.5925414562225333 2.2281199451535931 4.6321401111781588 2.9599338388070464 3.1731224730610874 1.0084259284776633 1.2519803913310168 2.0696025779470801 1.2791675950866217 1.1678443579003244 6.4162401817738992 3.5554681792855245 3.7394469194114208 2.5217968188226214 6.5844786763191223 8.3438858911395055 1.7724521383643139 190.58132429953912 9.2029869908001256 1.2627943065017451 5.6692724213935417 1.2671937582781536 3.8390507944859564
leaf_count=62 25 25 33 8 55 21 18 12 24 22 24 16 51 11 18 19 15 25 26 22 9 30 33 13 1991 73 6 38 129 46
internal_value=2.28069e-05 0.000826217 -0.00453102 -0.0274071 0.00211609 -0.000214716 -0.0309831 0.000745694 5.94156e-05 -0.000795408 -0.0546215 0.0034319 -0.0212479 -0.00215793 0.0234186 0.00956809 0.00287975 0.000428595 0.00107526 0.0305289 -0.000326701 -0.0318959 0.00124849 0.000240862 -0.000866699 0.00883634 0.0201879 0.0117613 -0.0330649 0.0232411
internal_weight=301.499 256.284 45.215 11.6749 7.34796 249.771 7.56041 242.211 236.928 233.335 5.18805 33.54 6.6786 5.67018 4.4182 26.8614 23.6883 228.147 223.515 10.1557 213.359 10.1399 203.219 200.698 192.354 22.4091 13.2062 11.9434 2.43504 9.50832
internal_count=2900 2320 580 96 63 2295 43 2252 2231 2219 48 484 142 91 80 342 326 2171 2149 47 2102 56 2046 2037 2004 307 234 228 144 84
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 0 2 2 2 1 1 2 1 1 0 0 0 2 0 0 1 2 0 0 0 0 0 1 1
split_gain=0.111468 1.05861 1.01832 0.542969 0.516064 2.83681 8.88241 0.948723 1.69932 1.19048 0.936601 1.30652 1.347 1.39704 0.812816 0.517706 0.963219 0.545607 0.504524 1.64082 1.69472 1.37595 0.784335 0.939285 2.54552 2.2051 3.54149 0.783283 1.75883 2.5298
threshold=41.986601436450009 42.178283198950005 0.34988473400000003 42.34047585750001 41.322103772800006 0.48218616210000004 0.48607826115000008 41.134354310300004 41.028010303750008 41.21013581150001 0.37138109635000011 0.46419268885000003 41.840895355800008 0.39513787010000007 0.34569324270000007 0.47778509625000004 0.47715637260000004 0.47694679800000012 42.564639561200003 0.48759019190000008 0.52468488970000016 0.34545372890000009 42.654057868200006 0.55754318735000019 0.57811143375000007 0.54191491270000014 0.53592706805000012 0.53136133645000017 0.38185982460000006 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 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 14 -7 8 -1 -9 -8 12 13 -12 15 16 17 -6 19 21 -21 -5 -20 25 -25 26 27 28 -24 -30
right_child=1 3 -4 18 5 6 10 9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 22 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00048126956316288177 0.00030834033454166053 -0.035384043144258297 0.066168992177653291 0.017856410708830428 -0.049209804019762951 -0.22884215517837167 0.029996860315571389 0.064077248964739861 -0.063612672770807094 0.0012028987738026409 0.011875810188865112 0.050296201466026771 0.020216042511961081 -0.10366857162508199 0.054813971893289494 -0.024511807371931652 0.061163740560608054 0.02714065346378762 -0.048376116264315989 0.087272990976905357 0.005467401196511853 -0.083274662737576055 0.0070152407602182502 -0.098048233694430262 -0.0019523716557427444 0.059816744610155549 -0.10946202063506952 0.040519858751118819 -0.10846524478018436 0.017238182385527722
leaf_weight=128.47419404340326 4.5124859295319748 4.2527076802798538 4.8935599371325225 3.0513341536279759 2.0341694452799879 2.2203677594661704 3.7190914228558531 5.1544761330587772 4.2741847301222142 7.2432836341613438 1.4148593079298715 1.6817595651373265 2.1317558605223894 4.0185471223667264 4.1443313891068092 4.2487850226461887 3.1020485758781433 1.7336376458406446 3.4714687933155792 4.4852776005864126 5.816262965236092 2.4062677673064172 52.786224630428478 3.4294358298648175 14.049203316506462 6.6692486406536764 2.8545266509754574 5.4810905912891021 3.3522005017148322 3.0646806191361975
leaf_count=1260 30 55 36 31 39 16 21 22 34 44 14 39 16 39 19 22 11 6 33 14 44 21 447 66 266 49 26 31 61 88
internal_value=2.8411e-05 0.00231627 0.0345728 -0.000318152 -0.00159471 -0.0134308 -0.0440306 0.000888318 -0.0015824 0.0273435 -0.0123825 -0.0294274 -0.0471502 -0.0735808 0.0170154 0.00292648 0.0198962 -0.0140795 0.00102632 0.0175992 0.0410855 -0.0267325 -0.00171832 4.82564e-05 -0.0208071 0.00496044 -0.000456462 0.00435397 0.0010057 -0.0484297
internal_weight=300.171 124.576 9.40605 115.17 175.595 30.4494 15.1864 145.146 132.748 12.3978 12.966 9.24692 7.56516 5.43341 15.263 11.1186 6.86986 3.76781 110.917 15.7591 10.3015 5.4576 95.1581 91.6866 17.4786 74.208 67.5387 64.6842 59.2031 6.41688
internal_count=2900 1298 66 1232 1602 242 145 1360 1294 66 129 108 69 53 97 78 56 45 1177 110 58 52 1067 1034 332 702 653 627 596 149
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 0 2 1 2 2 2 2 1 1 1 2 0 2 1 0 1 0 0 0 0 0 0 1 1
split_gain=0.111624 1.1994 0.905608 0.721389 0.794033 1.47137 1.74035 0.715017 2.02542 1.18536 0.606391 1.21097 1.08093 1.80592 5.08423 3.31847 2.22424 1.86012 2.54728 1.53513 1.43653 5.64651 2.20155 1.81041 1.31486 0.89959 0.727511 0.620931 0.6052 0.683142
threshold=0.34632196640000007 0.3459626957000001 0.34581299960000006 0.3465914194000001 0.4622167001000001 0.47943175355000006 0.48271009850000007 39.530201452500002 0.34512439750000007 40.12915366295001 43.740100730350001 44.527357125550004 41.919251152600005 0.34512439750000007 0.34542378970000004 0.34560342505000002 42.508878681700004 0.47997065955000012 42.773538294100007 0.34458549145000011 0.47694679800000012 0.32272985840000007 0.47760546090000006 0.47868327295000007 0.4755546241000001 0.48101853240000009 0.3972336157500001 0.47796473160000008 0.34427112960000006 0.34193587020000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -5 -6 -7 8 28 -9 12 27 20 16 -15 -16 24 18 -18 -20 21 -11 -22 -24 -14 -25 -13 -12 29 -1
right_child=3 -3 -4 4 5 6 -8 9 -10 10 11 26 13 14 15 -17 17 -19 19 -21 22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013193473800928675 0.051490726665644831 -0.043410297340543247 0.035248960666431767 -0.071560523777668847 0.051051104849805323 -0.098268848966737293 0.00069517681288250733 -0.046729822454449066 0.10891009532456215 0.055258516034674222 0.077389523267760219 0.01118503798744418 0.016211048532733738 -0.15777027226944479 0.059499913081399673 -0.079600393361723587 0.068372180821567013 0.10083058737624558 0.0026758815841324717 -0.14123318908321206 0.068698258341640769 -0.1742141279793594 -0.053569024205853126 0.036312424063953783 -0.10548547278731873 -0.0082208941410603 -0.045114147160263018 0.01551798455119993 -0.053588537623477039 0.041215449070756138
leaf_weight=5.0002452195330971 2.8397394716739646 6.7366133462637654 6.8599640941247335 1.5080318063119182 5.7609698392916462 1.7945968192070711 180.96079858864687 6.5504274419508866 2.1126990365737575 2.3438970485003656 3.4272389002144363 7.2203479714808037 1.3934396877884894 3.2886744290590268 3.6092223934829235 3.2679832414723933 2.7387476395815593 2.5990614295005798 1.5695257379557008 1.4046510551124809 5.5519274994730976 1.9765582671388982 5.1709179822355535 8.8552550897002238 2.4467278653755784 9.2996849492192251 3.3649665631819516 3.0795028880238533 1.6630125833326008 4.2854042500257492
leaf_count=90 14 37 32 61 35 17 1949 37 14 26 40 41 35 45 28 29 18 7 46 19 18 30 32 32 21 46 50 11 21 19
internal_value=2.94743e-05 -0.00258042 0.000195664 0.00146142 0.000713777 0.00129193 -0.000276617 -0.00241184 0.0192652 -0.0059886 -0.00231309 0.014157 -0.00738382 -0.0244022 -0.0555033 -0.00659924 0.00161539 0.0306949 -0.00121292 -0.0652898 0.00405704 -0.0497226 0.0121031 -0.00136745 -0.0613268 0.0135007 -0.00671191 0.048107 0.00196698 0.0119167
internal_weight=298.681 105.817 99.0801 192.864 190.024 188.516 182.755 92.2201 13.0614 79.1588 72.6083 17.0921 55.5163 22.318 10.1659 6.87721 12.1522 8.31199 5.71292 2.97418 33.1982 4.32046 28.8778 23.3259 3.84017 18.1549 10.5853 6.50674 10.9487 9.28565
internal_count=2900 824 787 2076 2062 2001 1966 755 144 611 574 142 432 248 102 57 146 90 83 65 184 56 128 110 56 78 91 51 130 109
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 0 2 1 2 1 2 2 1 0 0 2 2 0 1 1 1 0 1 1 0 1 0 2 1
split_gain=0.107408 0.706885 1.18748 1.71772 0.706282 0.539913 1.44814 0.421277 1.19362 1.12826 1.00856 0.759642 1.08506 0.3777 0.896553 1.32711 2.95236 1.31712 0.484737 0.39164 1.18544 0.799311 1.08839 0.544799 0.367595 3.55389 1.00203 0.995274 3.4547 0.515552
threshold=0.47727612945000003 0.47577916830000005 0.34500464060000008 0.34512439750000007 0.47760546090000006 0.3447651268000001 0.48119816770000007 38.938637541200009 0.34392682850000006 38.052786106700005 0.33263974130000007 39.945535567850008 40.79983011445001 0.34491482290000003 0.47778509625000004 0.47886290830000006 40.305698932850007 42.622319549950006 0.47905751325000007 0.34521421515000011 0.34536391125000004 0.34569324270000007 0.47976108500000009 0.34554354660000003 0.35585760905000008 0.48543456785000005 0.34988473400000003 0.49128768600000011 41.872669623500009 0.36927038110000004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 9 10 -1 -9 -13 -7 -15 16 -16 -18 -17 -20 -21 23 -23 -22 26 -26 27 28 -24 -27
right_child=4 2 3 -5 5 13 -8 11 -10 -11 -12 12 -14 14 15 18 17 -19 19 20 21 22 24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.022206098437512492 0.034127938811774054 -0.068027864827234566 0.073831201906138677 -0.033649225251632914 -0.064917658753969654 0.027671728902438061 0.02325247669257104 0.055091133417535104 -0.12298082191304958 -0.085753596277098831 0.075000366718457098 -0.089338557812944849 0.0074647362407147663 0.050755873258909484 0.034742404901120114 0.046325170487932991 -0.15818722872843455 -0.033483681045961146 -0.024541068983756888 0.04314913924465736 -0.0061345290856446785 0.066649412179748679 -0.047339717669382803 -0.05446231547228856 -0.14679999734695612 -0.017260773190708189 0.050621282822900682 -0.038517949258439016 0.043231058808365669 0.0016313276878854089
leaf_weight=2.3352655708731609 6.2106255814433089 4.2275076671503466 2.1371134929358959 4.8875559966545552 4.2545252556446931 5.1245023235678664 3.3136652112007141 3.0953600443899658 0.9572998754447325 1.248641602694988 1.9658977349754421 1.2227436376269931 21.836992170545273 3.4598032906651488 2.5645933002233496 2.3062391802668563 2.046089719049633 1.4451967589557169 6.1986586246639481 6.4589160531759253 4.9501754958182556 2.4929996803402892 6.3911868520081141 4.4112948961555958 1.6693672316614527 15.965648670680819 5.1414843611419192 4.84173610061407 12.348515473306177 151.64196374822495
leaf_count=62 25 33 8 55 25 21 18 16 51 11 18 19 307 12 12 10 27 16 33 28 28 9 35 25 19 98 33 24 43 1779
internal_value=2.96929e-05 -0.00453583 -0.0261518 -0.000950481 0.000821409 -1.59677e-05 -0.0263131 0.00291092 -0.0198582 -0.00207027 0.0222233 0.00857562 0.00233174 0.000815167 0.000227857 -0.000529339 -0.0467241 -0.106567 0.000715 0.00024227 0.00095246 -0.000346273 0.000987314 -0.0289075 0.000160568 -0.00161431 0.0106207 0.00189932 0.0123418 -0.00016826
internal_weight=297.152 43.9144 11.2522 7.02467 253.237 247.027 7.56819 32.6622 6.5071 5.5498 4.30116 26.1551 23.0597 239.458 234.334 230.874 6.05588 3.49129 224.818 222.512 216.313 209.854 200.493 9.36147 198 169.277 28.7229 23.5814 18.7397 167.608
internal_count=2900 580 96 63 2320 2295 43 484 142 91 80 342 326 2252 2231 2219 55 43 2164 2154 2121 2093 2040 53 2031 1896 135 102 78 1877
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 1 1 0 0 0 0 2 2 1 1 2 1 0 1 2 2 2 0 0 1 1 2
split_gain=0.105911 0.465909 0.714855 0.711365 0.802541 0.681946 0.546465 0.565452 0.407962 0.773702 0.21249 0.156633 0.289183 0.355968 0.143535 0.996251 1.19249 1.52299 1.02511 0.871227 1.00574 1.28866 1.23389 0.781066 0.718781 1.23296 2.0285 1.19912 1.54902 0.995065
threshold=34.823977857500005 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.36543816055000006 0.36195024100000012 0.33960061075000009 0.39458399450000009 0.43166372265000008 0.5089817670000002 0.55240861050000023 0.56793209785000009 0.56859076075000015 39.788107623550012 39.420767558750008 0.34524415440000006 0.39024280710000009 39.268993001500007 0.33672644530000007 0.50109278165000015 0.36927038110000004 38.592454371550012 37.020641110850008 38.703421923500009 0.50749977545000013 0.51929582950000019 0.39078171310000004 0.42274183410000005 38.512991772500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 -6 -10 -3 -11 -13 -14 15 18 -17 -18 19 -2 22 -22 23 -21 25 -23 -27 -26 -29 -28
right_child=14 10 3 4 8 -7 -8 -9 9 11 -12 12 13 -15 -16 16 17 -19 -20 20 21 24 -24 -25 27 26 29 28 -30 -31
leaf_value=-0.0035298241784406034 -0.064503942566947262 0.065370409053245926 0.11070456459749473 -0.16651071067932796 0.10776211478354876 -0.16902236093848055 0.09183995225881432 -0.18637229334416416 -0.13155591914047107 0.11040048152554949 0.013324879760966472 -0.11008080004950108 0.1131708537212929 -0.10100570103018458 0.0010564180453962412 0.018231045364433901 -0.095433190731893477 -0.013617066067186457 0.047507236216703864 0.0062573248522070496 -0.073811048443565036 0.077753963679778298 -0.031834430527384022 0.054303782443507823 0.062446729004271728 -0.11452919150360166 -0.0029742731229362388 -0.071325326394175617 0.027005356308574015 -0.081273138921460986
leaf_weight=0.48412527420441553 2.1672940112184724 1.6627352042123678 0.66497880220413241 0.278123628348112 0.38142703473567952 0.44532635249197472 0.30331841774750501 0.25996026900975266 0.36650681737228274 0.24647657573223114 1.4851270702783947 0.13905442197574303 0.29703590273857117 0.10504390967616928 213.87512228517153 3.7877399597782633 3.9506767312996072 5.3647755586716812 4.4505625059828153 5.9339761019800807 2.8388348072767249 1.3985450416803384 3.6345728994347146 7.8720560395158827 3.8482711315155012 2.0244362629018751 18.996486667383582 2.4445208497345448 4.6486447466013487 1.774716812011319
leaf_count=38 35 16 4 3 2 5 6 23 17 1 32 8 1 108 1964 16 27 41 24 39 14 7 24 42 13 18 288 17 50 17
internal_value=3.23493e-05 0.0120819 -0.0106938 0.0222309 -0.0102078 -0.0653645 -0.0212922 -0.0674093 0.0181023 -0.0115296 0.0408159 0.0443235 0.0142267 0.0572169 -0.000264468 -0.00402437 -0.0290787 -0.0483152 0.00126784 -0.00230602 0.000126556 -0.0090033 0.0200055 0.0336529 -0.00376706 -0.0133855 -0.0189771 0.0175017 -0.00688239 -0.00966422
internal_weight=296.13 7.11924 3.97138 2.47865 1.81367 1.49273 1.0474 0.744086 1.53554 1.15412 3.14786 0.787611 0.541134 0.40208 289.011 75.1361 13.1032 9.31545 62.0329 57.5824 55.4151 37.9745 17.4406 13.806 35.1356 24.1942 22.7956 10.9414 7.09317 20.7712
internal_count=2900 264 216 144 140 72 67 61 137 135 48 118 117 109 2636 672 84 68 588 564 529 424 105 81 410 330 323 80 67 305
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 2 2 2 1 1 2 0 2 0 1 0 0 0 1 1 0 1 2 2 2 0 0 0 0
split_gain=0.10499 2.6798 0.955407 2.16737 1.68376 1.56614 1.68524 3.22018 1.8182 1.49866 0.807246 1.80611 0.636934 0.595307 1.74515 0.570285 0.542681 1.08109 0.523066 1.09381 2.86269 2.29906 1.18496 0.578781 1.0801 1.12142 0.867672 0.645707 0.482161 0.445468
threshold=0.54910032635000017 0.55240861050000023 0.54317236010000014 0.41985269900000005 0.42194844465000009 0.41865513010000005 38.386256906100009 40.660558922250004 42.622319549950006 0.41753240920000007 0.42194844465000009 50.065525775750011 0.55980359870000018 41.134354310300004 0.55754318735000019 0.42552618185000007 0.56276758185000009 0.56323163980000013 0.56639022785000004 0.43887907550000005 0.44805544745000009 0.57507260265000015 0.45280081435000008 41.792045663550006 39.134693790050008 38.938637541200009 0.62406814170000013 0.62143349005000015 0.62406814170000013 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 2 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 29 11 -3 13 14 -12 -10 -14 -18 -19 -20 21 -21 -22 24 25 27 -26 -24 -29 -1
right_child=1 10 3 4 -6 6 7 8 15 -11 12 -13 16 -15 -16 -17 17 18 19 20 22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0014919382545227722 -0.10164218316223955 -0.11510327972913351 -0.031227663542591003 0.089228249963239054 0.012464888153436555 0.061144125517175824 -0.19156166329835922 0.055468952555661782 -0.036545865638960472 0.062820935127838651 -0.056483283228214165 0.060280620422045184 -0.036884688481532917 0.055849909480393971 0.077308886935335372 -0.12359141172561681 0.076715676543295253 -0.032178931615521579 0.048081786085323902 -0.16826934488745443 0.05840262096973721 -0.014881492946797959 -0.10863677974210451 0.0082030893985392313 -0.11449832054654628 0.091962004566370936 0.040946839270401034 0.090882176756099456 -0.10421713322113779 -0.012053439197705454
leaf_weight=183.10440405686677 2.6691703149699597 1.6736483576532912 4.9313167533837285 5.3235998898744565 6.1680735573172569 1.2490118525456626 1.5462267473340032 1.7557215765118597 1.8636977449059489 3.829189524985849 2.2411635614698739 0.90449902787804592 3.8538465462625018 4.1642510948004201 1.7255592329893259 1.2625420893891712 1.8663815986365069 4.7747320811031377 4.6637864912045179 1.7578295830171584 4.0113419750705388 2.2002893880417105 0.74083114106179271 15.173372946796006 1.7562803765758874 1.0454063882352782 0.45137636770959932 0.41381409845780581 0.18255310889071552 27.990723001072183
leaf_count=1381 34 51 43 18 28 13 10 10 14 15 37 13 27 27 12 70 10 42 40 23 26 40 99 300 81 14 48 6 111 257
internal_value=3.7598e-05 -0.00384864 0.000952479 0.0242286 0.0480261 -0.000764777 -0.0451453 -0.0657976 -0.0259653 0.000820518 0.00102119 -0.0535728 0.00377979 0.0294412 0.00171749 -0.0716995 -0.00108483 0.00244935 -0.00127955 0.00327448 -0.00426063 -0.0830022 0.00884846 -0.00120934 -0.0323226 0.0143705 -0.0827161 -0.0462896 0.0311606 -0.000304147
internal_weight=295.295 56.2701 239.025 16.423 11.4917 222.602 7.6772 6.42819 4.88196 214.924 53.601 2.57815 51.0228 8.13097 3.96672 3.12624 42.8918 39.038 37.1716 32.3969 27.7331 3.95812 23.775 19.7636 4.59026 2.3826 2.20766 1.3372 0.596367 211.095
internal_count=2900 1041 1859 89 46 1770 117 104 94 1653 1007 64 943 76 49 84 867 840 830 788 748 63 685 659 359 230 129 216 117 1638
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 2 2 2 2 1 2 0 2 1 0 1 1 0 2 1 1 2 2 0 1 1 0 0 0
split_gain=0.116387 1.04046 0.795218 0.851538 1.63596 0.588614 0.580148 2.63094 2.05991 1.45749 1.32257 1.2031 1.13087 1.04419 0.99045 0.891246 1.71646 1.27944 0.850088 1.70615 1.37436 1.48875 0.812497 0.766708 0.725396 0.494856 0.68547 0.348336 1.89978 1.33178
threshold=0.34632196640000007 0.3459626957000001 0.48759019190000008 0.34581299960000006 0.48368312325000012 0.3465914194000001 42.988308018450006 43.061965423550006 43.509905336500005 41.919251152600005 0.34491482290000003 41.755948821900006 0.48041974790000003 38.318569170500005 0.34479506600000004 0.47694679800000012 0.34542378970000004 0.3447052483500001 0.47778509625000004 40.621691032550004 0.34500464060000008 0.32600820335000008 42.622319549950006 39.646013290900008 0.46594413340000007 0.31810424840000007 0.33263974130000007 0.47943175355000006 0.47778509625000004 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 6 -2 9 -8 10 11 -9 12 13 24 -10 17 22 -11 20 -20 21 -15 -17 -23 25 -1 -27 28 -7 -29
right_child=5 -3 -4 -5 -6 27 7 8 14 15 -12 -13 -14 18 -16 16 -18 -19 19 -21 -22 23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.03000552098333243 0.047549260969196649 -0.040665968190212232 0.05333376253980418 0.03429050117833863 -0.05892619736294602 -0.012127388122231584 0.12852333485670345 -0.0078536855001170511 -0.0048796393760252308 -0.063965501125999608 -0.16785292075588898 0.052285201046312679 0.025978844152907341 0.028052452600710549 0.044246614375296277 -0.1511653006287989 -0.0070972048731817233 0.036218787427865995 -0.014516718145841235 -0.096447555971668278 0.033906515904470483 -0.020106113036214061 -0.062025531908285317 -0.091534440688988583 0.054112045598363835 -0.12278022543265395 0.0040478128687810224 -0.089566542121758921 0.10015763405546088 0.00080417765284646926
leaf_weight=1.5913898129947477 2.7363238930702201 6.7354434598237267 2.7153473477810612 6.1902969544753423 5.1220625154674044 4.8664913989996412 1.8202145183458949 0.98847404582193421 10.650890964549037 2.1085757178370823 1.0823218044824896 4.4029039054876185 10.55873830989003 3.0538655687123555 6.6765945265069595 1.7957061594352124 3.7388276080600917 3.2234839331358671 7.9126094542443735 3.7445058338344097 5.6738346780184647 2.8589213918894529 2.3748657759279013 3.1679559503681958 3.5960772484540939 0.71130400869878929 1.0629850571713175 1.6457276723813254 2.1826241165399551 178.7640255979677
leaf_count=30 14 37 12 29 31 88 9 28 125 53 25 21 45 29 29 22 27 34 39 27 30 16 18 29 17 34 28 17 8 1949
internal_value=3.52382e-05 -0.0026623 -1.85912e-05 -0.001558 -0.00408212 0.00150401 -0.000689226 0.0135707 0.00278428 -0.00560302 -0.0914789 0.0024495 -0.00254506 -0.0115695 0.0140496 -0.034997 -0.0562983 -0.00339933 -0.0206509 -0.0408346 -0.00470434 -0.0288292 -0.100406 -0.0576516 0.0228836 -0.0104825 -0.0467969 0.000831887 0.0226395 -2.0199e-05
internal_weight=293.753 103.558 96.8228 94.1074 87.9171 190.195 82.795 21.2185 19.3983 61.5766 2.0708 48.3351 43.9322 33.3734 17.3275 13.2415 7.9094 5.33206 26.4117 11.6571 14.7546 9.08074 4.17057 6.02688 6.96176 3.36568 1.77429 187.459 7.04912 180.41
internal_count=2900 824 787 775 746 2076 715 216 207 499 53 345 324 279 154 154 67 87 170 66 104 74 40 45 109 92 62 2062 96 1966
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 1 1 2 2 0 1 1 1 1 1 1 0 0 1 1 2 1 1 1 0 2 2 2 2
split_gain=0.117298 0.837402 2.65817 1.76637 0.688865 0.687652 1.21053 1.87518 0.980589 0.623939 0.526209 1.82863 1.16307 1.47865 1.63694 1.05797 0.52301 1.03749 1.18565 0.831388 0.980122 1.58972 0.945252 0.521598 0.600665 0.457101 0.388363 0.355163 3.0516 1.84278
threshold=44.157169339850007 44.758188263300006 0.47760546090000006 0.48140774230000011 45.154229826150008 47.480720532750006 0.41640968835000008 0.44286099220000008 47.001379125850008 43.874475754150005 0.61802041855000012 0.5024400467000002 0.44922307715000004 0.39745815990000005 0.40259273675000007 0.48544953745000008 0.46613873835000008 0.58736265385000019 0.58859016195000013 0.45772581660000006 0.45206730335000006 39.468990633150007 0.44922307715000004 0.47777012665000013 0.49242537650000007 0.53321756835000012 41.558544840500012 42.564639561200003 42.654057868200006 42.541806567400009
decision_type=2 2 2 2 2 2 2 2 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 8 -8 -6 16 12 -12 13 25 -15 -14 19 -18 -19 20 22 -22 27 -20 -25 -7 -21 29 -29 -1
right_child=1 4 3 -5 5 10 7 -9 -10 -11 11 -13 15 14 -16 -17 17 18 23 26 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00037122017030813707 -0.16329100194393487 0.038227645808000997 0.07551701479077115 -0.052740500070763467 -0.11871268916994099 -6.838836289436481e-05 0.077273691381749554 -0.054417317285537142 -0.0036147332298425757 0.026922441331391812 -0.14664673491090605 0.014346311210182575 0.10681157387438876 0.067060267345134025 -0.12382354979444765 0.010275794691901704 -0.11505436552919275 0.12375362604257351 -0.11112098516711709 0.013857132928664542 -0.005133947568745946 -0.13011888319269607 0.057393088176011332 0.016247107817305952 -0.10211541758655299 0.042379645218868764 0.064474652581874611 -0.12345185734540394 -0.001979509241063852 0.081757192619082278
leaf_weight=181.72667604335584 1.3453777256654564 4.3353487375425166 1.7493433952331541 2.7805280256434344 2.0527168798726048 11.312489073025072 1.9327412471175192 2.4543116178829223 1.1576506802812216 8.8629832676378992 0.99655407737009172 2.4158848901279271 2.0884967544116071 0.60120526817627196 1.7775269274425225 2.4873165384633467 1.1606159594375629 0.58638714021071825 0.6476397766527956 3.3171692893956779 3.1162789145309935 1.5111521335784344 2.8872617252636692 1.9131638893231868 0.55258707021857834 3.2702207192778578 2.7912372974678874 2.1950459307990959 35.762018233363051 2.8253651410341254
leaf_count=1354 28 33 5 44 73 76 10 40 20 66 15 74 15 8 78 46 62 5 32 42 34 27 18 40 264 29 12 24 317 9
internal_value=3.6364e-05 -0.00480352 -0.0398671 -0.00321008 0.000781995 -0.00420585 -0.0305466 0.00359991 -0.0772086 0.000864612 0.00381515 -0.0326694 0.00959589 -0.00247417 -0.0755792 0.0543367 -9.37171e-05 -0.0325647 -0.00668773 0.000574644 -0.000392301 -0.0459495 0.000542997 -0.0312555 -0.0102785 0.00945072 0.0369868 -0.000194685 -0.00900422 0.00161718
internal_weight=292.613 42.7577 5.87525 4.52987 36.8825 32.5471 7.59742 4.38705 3.21037 249.856 24.9497 3.41244 21.5373 16.9614 2.37873 4.57581 240.993 4.86039 3.69978 236.132 230.024 4.62743 225.396 3.11339 2.46575 14.5827 6.10841 222.509 37.9571 184.552
internal_count=2900 594 77 49 517 484 143 50 93 2306 341 89 252 191 86 61 2240 403 341 1837 1783 61 1722 336 304 105 54 1704 341 1363
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 2 2 2 0 2 0 2 1 1 2 1 1 0 1 1 0 2 1 2 2 2 2 2 0 2
split_gain=0.110695 0.424181 0.540335 0.410438 0.587537 0.180009 0.256779 0.30311 0.514538 0.453997 0.731107 1.62875 0.743757 1.28229 0.996353 0.322298 1.41384 0.934984 0.745245 0.878759 0.728991 1.02143 0.652972 0.632594 0.827509 0.682618 0.371954 0.430023 0.335707 0.28229
threshold=50.666627092000006 0.50525433370000017 0.61532588845000014 0.5810754169000002 51.779769178100004 50.065525775750011 49.275256100300005 48.680511450650009 0.51818807820000012 45.673096293200011 0.54191491270000014 47.480720532750006 0.37668033890000002 0.36501901140000009 47.001379125850008 0.46613873835000008 0.47277027635000007 0.58736265385000019 0.45772581660000006 0.45280081435000008 0.58859016195000013 44.710446918150005 0.45393850480000009 42.526729949000007 42.508878681700004 40.79983011445001 40.742467179200005 37.272044000450002 0.62406814170000013 41.558544840500012
decision_type=2 2 2 2 2 2 2 2 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 9 -9 15 12 -12 13 -11 -14 18 -17 -18 19 -1 -19 23 -21 24 25 26 27 28 -22 -20
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 10 11 -13 14 -15 -16 16 17 20 29 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075140514750369342 0.049936772320468059 -0.11004679063411323 0.096256874667946968 -0.11793999726292909 -0.11932485055292402 0.026354341841538925 -0.031864453892999675 0.035969674465611577 -0.010121484194371623 -0.070565723282478163 -0.059118764358386623 0.046334660624680203 -0.006383763202220713 0.051215108862447283 -0.13891042181843918 -0.13112030163075042 -0.11251294306488065 0.12478393778650632 0.012524900249846014 -0.013833898611521797 0.083178342092050161 0.094281251822744674 -0.11330659259363424 -0.11293170799480577 0.1222532756405461 -0.11059846354115664 0.1124212488025373 -0.10858133306587586 -0.10466395497663349 0.053145254948795219
leaf_weight=246.05066832393641 0.73200463189277731 0.4406414721161126 0.43728909175842989 0.39187865029089142 0.28489318056381308 2.6073160623200229 2.5131671603303394 5.9787102751433832 4.0714309886097908 1.899934461107476 2.418014770722948 3.7147493411321193 0.9260862143710259 1.5867111752741037 1.4642433896660803 0.99761990943807077 0.65148269322526164 0.53909294819459308 3.3037486660468849 1.5311371348798268 0.39632693599560409 0.89183876756578673 1.1597690648486603 0.67426266381517042 0.43006804585456837 0.68774177836894512 0.29411360889207572 0.32416697080770973 0.12519697321476997 3.5483318865299225
leaf_count=1914 12 34 5 23 57 33 55 24 32 31 40 38 27 18 22 41 46 3 42 11 24 7 40 58 1 75 2 85 83 17
internal_value=2.42683e-05 -0.0218909 -0.000848818 -0.0309908 0.00251659 0.0001978 -4.05065e-05 0.000241441 0.0172976 -0.000385047 -0.0193964 0.00475668 -0.0446007 -0.0151454 -0.0875656 0.000487722 -0.0223985 -0.000767739 0.00102604 0.000129824 0.0159188 0.000570238 -0.0567062 -0.0279354 -0.00255031 -0.0319198 0.0155538 -0.0181346 0.0380849 0.03356
internal_weight=291.073 2.28671 1.84607 1.40878 1.0169 288.786 286.179 283.665 10.0501 273.615 12.0097 6.13276 5.87698 3.48665 2.39033 261.606 6.01191 5.01429 255.594 248.742 4.36281 3.82372 2.69091 2.93188 2.25761 1.82755 1.1398 0.845691 0.521524 6.85208
internal_count=2900 131 97 92 69 2769 2736 2681 56 2625 176 78 98 49 49 2449 425 384 2024 1965 338 335 51 328 270 269 194 192 107 59
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 1 1 1 1 2 2 2 2 2 2 1 0 2 1 2 2 1 0 0 0 1 1 0 2
split_gain=0.114169 0.640812 0.637134 0.982088 1.35412 0.477788 0.717618 0.846804 0.920539 1.687 1.05142 0.745797 0.424739 0.734751 0.530286 0.720833 0.80536 0.573017 0.948761 0.611925 0.484948 1.3197 0.817527 0.55238 0.917285 0.399021 1.19073 0.972157 0.696696 0.874568
threshold=0.47727612945000003 0.47760546090000006 0.47577916830000005 0.34500464060000008 0.34512439750000007 49.49736495185001 0.35814795965000007 0.35394149875000008 0.3447651268000001 0.3447052483500001 43.245737185650007 42.297164883650005 48.919835655300012 48.680511450650009 45.027406014450008 43.022303514600004 0.34392682850000006 0.47440196400000006 44.921040431000009 0.34193587020000005 38.115457128050004 40.742467179200005 0.33263974130000007 0.43780126340000008 0.41932876265000008 0.47886290830000006 0.34458549145000011 0.34491482290000003 0.47814436690000012 40.259171735100004
decision_type=2 2 2 2 2 2 2 2 2 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 9 12 -10 -8 13 14 15 16 20 18 19 -17 22 -22 -1 24 -23 28 -27 -28 -3 -30
right_child=1 25 3 4 -6 -7 11 -9 10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 21 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.015561421354998828 0.032842062794770553 0.0023622266313564062 -0.064335304612672631 0.065691012576329172 -0.031462575900656924 0.06077360106761906 -0.0073136784365705337 0.079914745216293145 -0.11528431939834914 0.092991133408336507 0.034219367067491013 -0.1319352428650826 -0.035525497085187818 0.057265036244115566 -0.055162882960699516 -0.10456919818668105 -0.068325231455378097 0.12606408797150778 0.1324036167969026 0.036012781393445069 -0.057794234496939149 0.056032445282714685 0.068887932080884742 0.072208469411742623 -0.09403437624536215 -0.072438620405265677 0.041596807645213348 0.00064973325225002381 -0.0066412160623950528 -0.086156639753453848
leaf_weight=2.2289849435328772 6.1025557443499556 7.9134470149874669 4.0919776697410253 2.0467295087873936 4.7971209976822138 1.3429564386606205 1.1741458960750595 1.3930708050611418 1.3678853694582351 2.0165584310889235 0.71696259826421727 0.81252856389619399 3.3129543773829928 2.2272979617118827 1.7977780598448578 0.55967023345874556 1.8519255080464052 0.72739592194557179 0.53389775753021229 0.69303597509860992 3.4209232190623879 0.92867587867658608 2.3600781126879156 1.632293837610632 0.72554490249603987 2.1854727799072853 5.9554815702140322 219.50269659923106 2.9569915533065796 2.5989580638706684
leaf_count=63 25 41 33 8 55 6 29 16 51 6 6 24 21 7 35 69 17 2 1 3 27 47 20 22 12 17 23 2164 14 36
internal_value=1.44913e-05 0.000839724 -0.00475652 -0.0255798 -0.00240772 0.00239896 -0.000172905 0.00387852 -2.98451e-05 0.00529051 -0.0638712 -0.0582826 -0.00239861 0.00317588 -0.00372396 0.00218034 -0.00720032 0.051242 0.020779 -0.0267949 0.00282037 -0.0143176 0.0278695 0.0309371 -0.0097872 2.97472e-05 0.00101929 0.00173135 -0.0166943 -0.0438369
internal_weight=289.976 247.216 42.7604 10.9358 6.84385 31.8246 30.4816 28.4949 27.1019 25.017 2.08485 1.98667 23.0005 19.6875 17.4602 15.6624 13.1484 2.514 1.7866 1.25271 11.2965 6.70744 4.58906 3.28651 1.65422 241.113 227.644 225.458 13.4694 5.55595
internal_count=2900 2320 580 96 63 484 478 425 409 352 57 53 346 325 318 283 208 75 73 72 191 108 83 81 59 2295 2204 2187 91 50
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 1 0 0 2 1 0 0 0 1 0 1 1 1 2 0 0 0 1 1 0 1 2 2 2
split_gain=0.106548 0.955115 1.14508 0.676814 1.17892 0.825087 0.709815 0.715799 0.436283 1.10553 0.411085 0.308642 0.361862 0.298726 0.931574 0.763241 0.460795 1.08352 1.02405 0.87173 0.651759 1.43361 0.515042 1.71193 4.96567 2.48604 1.04082 1.32176 2.52047 1.39203
threshold=0.57995269605000022 0.45206730335000006 46.650420857800007 0.45976168375000009 0.47106374065000006 0.58626987215000004 0.47777012665000013 0.61532588845000014 0.57507260265000015 40.922041107600009 0.48627286610000009 0.61802041855000012 0.68186581240000022 0.56915960600000015 0.45051046375000009 0.56793209785000009 0.44805544745000009 0.46208197360000008 0.4410796084000001 39.211875820650008 0.55754318735000019 0.56276758185000009 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.54475913895000005 0.41865513010000005 38.386256906100009 40.660558922250004 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=8 2 -2 -3 5 -5 -6 10 13 -10 -8 -9 -13 15 -15 16 18 19 20 -18 22 -22 26 24 -24 -25 -1 -28 -29 -30
right_child=1 3 -4 4 6 -7 7 11 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 21 -23 23 25 -26 -27 27 28 29 -31
leaf_value=0.00069165750240965948 -0.15761636683092187 0.04140558473604667 -0.012560127222877705 -0.012809592929983385 0.06445551365685212 -0.1544346806975484 -0.02350309963130633 0.061417430253595445 0.092222052342226857 -0.024381008321910841 -0.10672100495460633 0.0072346436989185392 -0.10339656772005668 -0.056709530245193852 0.031560124297630915 0.056154556275507007 -0.0021549130588088107 0.019120853230880641 0.053719967306771768 -0.085897053649517829 -0.087364660070680555 0.00738016510924259 0.04984699685490946 0.093661790603723372 -0.1479473454768036 0.0075201017767990881 0.058239228332557305 -0.16272803127890101 0.052849478305652564 -0.061561027995717235
leaf_weight=211.70612206342776 0.87496727210237013 3.3321462655148926 1.4395916265202684 0.77478680835338198 1.5888171818514809 0.87696300463721855 1.7538184705190345 0.99346282973419864 1.7127983594473328 1.5479902490042148 0.89731523097725574 4.9991603250964545 0.31424141520437832 3.2129811757476991 1.9042316115956053 2.4440925749950102 2.0889362692832929 3.6654438414261676 3.604100050404667 3.0698307354177814 2.6795467277988783 3.9532574315089732 2.9610066707246032 4.5835541356354979 2.2215373070212081 12.451522452174684 1.2028599472250778 1.635328412055969 1.7228132439777253 2.7786174895591103
leaf_count=1653 31 35 18 9 37 36 28 16 31 25 119 191 129 35 21 23 19 24 19 34 45 35 28 17 46 88 12 10 10 76
internal_value=1.6984e-05 -0.00746765 -0.0673954 0.00146344 -0.00944711 -0.0880026 0.00285556 -0.00806999 0.000509579 0.0368672 -0.0516694 0.0102573 0.000691772 6.70222e-05 -0.0238624 0.000533029 1.08182e-05 -0.0224501 0.000798889 -0.0519874 2.94824e-05 -0.0308952 0.000879663 0.0153872 -0.0349391 0.0306979 -0.000591825 -0.037613 -0.0564009 -0.0177732
internal_weight=288.992 17.8453 2.31456 15.5307 12.1986 1.65175 10.5468 8.958 271.147 3.26079 2.65113 6.30686 5.3134 267.886 5.11721 262.769 260.324 8.82421 251.5 5.15877 247.896 6.6328 241.263 22.2176 5.18254 17.0351 219.046 7.33962 6.13676 4.50143
internal_count=2900 649 49 600 565 45 520 483 2251 56 147 336 320 2195 56 2139 2116 77 2039 53 2020 80 1940 179 74 105 1761 108 96 86
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 0 0 2 0 0 1 0 1 1 1 0 1 0 1 1 2 2 1 0 0 1 1 2 1
split_gain=0.101662 3.75621 2.01522 0.939847 0.945233 2.75204 0.929081 2.66534 1.32867 1.17196 1.86574 1.14843 2.9857 1.11532 1.82842 1.05663 0.994061 1.53279 2.84553 0.945308 1.90421 1.46424 3.3587 1.17155 0.90598 0.727832 1.0658 1.00863 0.920029 0.672345
threshold=0.36927038110000004 0.36597706655000006 0.37138109635000011 38.592454371550012 39.788107623550012 0.34524415440000006 0.51243974730000008 0.5025747732000001 43.740100730350001 0.51589772760000019 0.51929582950000019 0.37668033890000002 0.49678153350000009 0.38906020780000011 0.39024280710000009 0.38733870245000007 0.52324780695000006 0.39388042275000007 0.52772372085000019 0.39584144190000009 0.39971857130000005 43.633733172900008 36.514114975300011 0.4019490434500001 0.52772372085000019 0.47612346935000005 0.34392682850000006 0.34427112960000006 37.020641110850008 0.40259273675000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 5 -5 7 11 -9 -8 -11 -4 -13 15 -15 -12 -16 18 -18 -19 21 22 -21 -22 -25 26 -1 -28 -27 -26
right_child=2 -3 6 4 -6 -7 9 8 -10 10 13 12 -14 14 16 -17 17 19 -20 20 23 -23 -24 24 29 28 27 -29 -30 -31
leaf_value=0.015559573589503243 0.060635964276768609 -0.12218976020583566 0.080661268248119311 0.0052416625031968976 -9.0538652177354865e-05 -0.10145304022138338 0.046849581286926179 -0.13041795610487461 -0.0038540137387445233 -0.084332981040164234 -0.0021226217624029792 -0.14745781342979067 0.082228449831427741 -0.071577026777800049 0.040205398106428078 0.063513075150767359 -0.1270388240523346 0.038862429217182637 0.012096373629952112 0.059987686133345368 0.071035544570579187 0.011636361325138227 -0.12718817475751273 0.076062233128013898 -0.06299276275561759 0.014405226778989977 -0.0052403779007507319 -0.18132304565854371 0.071671907396554574 0.0010828582708028967
leaf_weight=4.6434679192898356 5.6092712245881549 2.5492803640663615 1.8694736696779708 7.0844608542975021 108.88619146071142 3.669802132062614 5.4687851686030617 2.752851419616491 1.1871690438129006 2.5960046175168818 4.5120542282238585 1.0627551226643848 1.2106577383819965 3.6009651385247698 6.0605108264135188 5.3738080449402332 2.6832166016101828 6.3394013340584925 3.2506602851208299 1.2819324387237419 2.474750258261337 2.6550050443038344 3.80180430598557 1.5870417617552437 1.6715215146541584 7.4800435793586058 0.70395800471305825 0.60480140446452424 4.4890533462166786 80.685569999091967
leaf_count=86 34 33 8 37 816 29 27 45 23 27 37 29 16 20 33 20 46 41 28 11 17 27 63 26 10 36 4 45 21 1205
internal_value=1.5963e-05 -0.0019138 0.00184614 0.000315139 -0.00288395 -0.031167 -0.000474113 -0.0333993 -0.0922829 0.0015113 -0.000417117 0.0226009 -0.0251433 0.00131212 -0.00143361 0.033556 0.000811751 -0.00143145 -0.0508186 0.00148463 -0.00103192 -0.0485544 -0.0799893 0.00322368 0.00122452 0.0216718 -0.00690549 -0.0866114 0.0358833 -0.000217622
internal_weight=287.846 140.111 147.735 137.562 119.64 10.7543 142.126 8.08291 3.94002 134.043 128.574 4.14289 2.27341 125.978 116.092 9.88586 112.491 106.431 5.93388 100.497 94.1576 7.73874 5.08374 86.4189 83.9441 17.9213 5.95223 1.30876 11.9691 82.3571
internal_count=2900 1107 1793 1074 882 66 1759 121 68 1638 1611 53 45 1584 1527 57 1507 1474 74 1400 1359 101 74 1258 1241 192 135 49 57 1215
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 1 0 2 0 0 0 0 0 1 2 0 2 2 2 2 2 0 1 2 2 1 1 0 1
split_gain=0.111128 3.40535 0.710871 2.50214 2.5153 1.96944 1.0139 2.33362 1.59488 1.60283 1.4841 1.34134 1.57468 1.04669 1.58017 1.80799 0.925773 0.82142 1.04269 0.841836 0.748362 0.712311 0.630111 0.610635 0.48369 0.480004 1.42895 2.56916 1.24977 1.65081
threshold=42.773538294100007 42.852084787850011 0.55754318735000019 0.54191491270000014 0.53592706805000012 0.57811143375000007 0.3982365797500001 0.51589772760000019 44.215931556700006 0.53136133645000017 0.53321756835000012 0.49967066855000003 0.49128768600000011 0.47760546090000006 0.34518427590000006 44.758188263300006 0.48368312325000012 43.57842012870001 44.157169339850007 43.061965423550006 43.45354240915001 43.673409002000007 0.54384599265000022 0.44922307715000004 43.411469133450005 42.027086531450003 0.34581299960000006 0.34608245260000009 0.47694679800000012 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=25 -2 3 4 6 24 7 11 -8 -10 20 12 13 14 17 -16 21 19 -19 -3 -9 -15 -5 -7 -4 -1 28 -28 -27 -30
right_child=1 2 5 22 -6 23 8 10 9 -11 -12 -13 -14 16 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0010241938107192275 -0.14514866450490604 -0.0026162749491009615 -0.039104389916044591 0.10362146265510419 -0.095581536848698967 -0.062393541993693825 0.090237515433236423 -0.036071531654826523 -0.10778023725512216 0.041715288381470712 0.013854786810562333 0.050711596368007483 -0.085751236733897604 0.058788144599359826 -0.13487356071924361 -0.0010341963805259302 -0.014137398945026509 0.072603228018703614 -0.0021256282088317402 -0.14604104048092062 -0.13805429314488946 0.0073930501750926851 0.037826112683864849 0.0055478196435850627 -0.12309728549416382 0.023615497099569317 0.09993562568489639 0.011307334084513163 -0.098576822285983995 -0.00015637001229604908
leaf_weight=169.57706965672514 1.6541688664583478 0.97965624718927091 1.0778543576598196 2.5840516574680796 2.7222306492039925 1.4935885171871621 3.1979667630512258 1.0570251839235418 1.0944096924504267 2.0806901482865214 1.5203710980713365 5.6659688162617377 2.0957553479820481 6.6514373756945151 2.0241156110423608 2.0131993815302849 4.909494263585656 2.3029389429721041 9.8670786480652151 0.70284885232103989 2.2536989160580561 4.5354424604447559 3.3329242996114772 11.572617995814651 1.8840536995558066 4.3644734997651522 3.8410336170345571 22.028901829355163 3.119184912648052 3.756840736605227
leaf_count=1613 22 14 13 9 26 21 24 15 72 14 7 38 14 28 58 12 32 30 93 36 56 21 36 237 51 56 13 179 33 27
internal_value=9.343e-06 -0.00317376 -0.000148091 0.00473384 -0.00183696 -0.0189079 0.00298239 -0.00213602 0.0403915 -0.0098136 -0.0679343 0.00547819 -0.00162483 0.00356281 -0.0130835 -0.0681348 0.0220639 0.00296114 0.0120154 -0.0625305 -0.105494 0.0379513 0.0665601 -0.00221851 -0.0925318 0.0012302 0.0115317 0.0244664 -0.0182374 -0.044803
internal_weight=285.961 79.2736 77.6194 61.5913 55.6743 16.0281 52.9521 46.579 6.37307 3.1751 4.8311 41.7479 36.082 33.9862 17.8898 4.03731 16.0964 13.8525 12.17 1.68251 3.31072 11.1869 5.91698 13.0662 2.96191 206.688 37.1104 25.8699 11.2405 6.87603
internal_count=2900 979 957 635 590 322 564 454 110 86 78 376 338 324 243 70 81 173 123 50 71 49 45 258 64 1921 308 192 116 60
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 0 0 1 1 2 1 1 0 2 0 1 2 1 0 2 1 1 1 1 0 2 0 1 1
split_gain=0.113786 0.911497 1.30944 0.717105 0.635548 1.37748 0.533946 1.05568 0.658029 2.51975 1.20733 0.865613 1.94031 0.645487 0.601862 0.520593 1.84619 2.27976 1.0069 1.02149 0.955726 0.843142 1.44444 0.854768 1.12399 1.06211 3.46731 2.82558 0.818648 1.8281
threshold=0.34632196640000007 0.34587287805000005 0.34581299960000006 0.48140774230000011 0.48661716715000009 0.48368312325000012 0.4622167001000001 0.47943175355000006 0.35585760905000008 0.35759408400000009 41.840895355800008 0.35877668335000007 0.36106703390000006 0.49678153350000009 48.008184682100008 0.50579323975000012 0.37668033890000002 39.685256516350002 0.36730936200000003 0.50356276755000018 43.022303514600004 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.39024280710000009 0.52428071015000011 39.468990633150007 0.52646627350000019 0.39167988980000007 0.39388042275000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 14 -8 10 -10 -9 -11 -13 -14 -2 18 17 -17 -15 -20 -19 -18 -23 -24 -25 26 -26 -27 -29 -30
right_child=6 3 -4 -5 -6 -7 7 8 9 11 -12 12 13 15 -16 16 21 20 19 -21 -22 22 23 24 25 27 -28 28 29 -31
leaf_value=-0.00077553467253323931 -0.11256022901146659 -0.0086261048982586557 0.057753365326224541 -0.064469230768291183 0.04304515984845772 -0.058496475840546985 0.043174803021202662 0.060047849961302038 -0.12616970395940871 0.069424490634821687 0.00018198770860490977 -0.095996425415946635 -0.0625843592970141 -0.0049921332838644182 0.028114182585487896 0.013772910900817692 0.034399887663226082 -0.16444134524859585 0.0012961704986122185 0.075099216624237408 -0.048728327424447222 -0.071888228743925212 0.039183979454987569 -0.051703312647683623 -0.031709744945084516 -0.11922250636552514 0.093158137039657474 0.05963732617562445 -0.11715328376649403 0.00083428208173471654
leaf_weight=80.386137761219288 0.8444327867400705 5.4178055590018612 3.8085525948554269 3.9953542910516262 3.0060148015618315 4.3586197122931472 6.0047237617836791 5.1086118873208752 1.6006472334265698 1.7722067832946766 9.8912973776459676 2.1148271188139907 1.608446305268443 8.9769997298717517 0.47533340752124786 2.4091495759785166 7.3158989679068318 1.7513086907565596 3.2201634300872675 4.490565946791321 1.2048544967547057 2.7735803108662358 5.6198079846799365 4.1734499186277381 4.2099209530279023 2.0064382869168176 4.7136290354828816 2.2968596126884213 1.3310878090560425 97.65429370820857
leaf_count=715 59 33 17 19 14 26 40 34 15 10 45 13 32 44 2 15 49 28 36 28 27 20 23 23 33 53 51 9 27 1360
internal_value=-1.39641e-07 -0.00269645 0.000349992 -0.0323284 -0.00214143 -0.00374426 0.00148297 0.00194192 0.000537099 -0.00132656 0.0205709 -7.48395e-05 -0.000855014 0.000436795 -0.0618942 0.00109438 -0.000930452 -0.0584341 0.0177734 0.0442775 -0.11728 0.00140518 -0.00052933 0.00109289 -0.00074638 0.00114883 0.0342484 -0.00171078 0.000617171 -0.000752334
internal_weight=284.541 100.972 91.5593 9.41316 87.7508 84.7448 183.569 182.249 176.244 161.244 14.9999 159.643 157.871 155.756 1.31977 154.148 137.46 5.36531 16.6877 7.71073 2.95616 132.095 124.779 122.005 116.386 112.212 8.92355 103.289 101.282 98.9854
internal_count=2900 824 772 52 755 741 2076 2015 1975 1896 79 1881 1871 1858 61 1826 1718 70 108 64 55 1648 1599 1579 1556 1533 84 1449 1396 1387
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 2 0 1 1 1 0 2 2 0 0 2 1 2 0 2 1 0 0 2 1 0 1 2 0
split_gain=0.112741 1.89593 1.34194 0.754143 0.819294 0.800798 1.31941 1.20044 0.785829 1.92575 0.576199 2.13986 3.55152 1.59818 1.88415 1.56338 1.2771 1.28805 1.67485 1.66364 2.4501 2.0603 1.2647 2.54407 1.40027 1.1948 0.892415 0.888744 0.834318 0.820656
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.532441862050007 0.47778509625000004 41.621607100200002 41.755948821900006 0.47961138885000004 0.3459626957000001 0.4019490434500001 0.40105086675000007 0.52511900840000014 43.633733172900008 43.933728833200007 0.54191491270000014 0.52104727400000017 42.448133449100006 0.42067602765000006 44.215931556700006 0.55335169605000012 42.988308018450006 0.42552618185000007 0.55754318735000019 0.56639022785000004 42.654057868200006 0.41640968835000008 0.57357564145000006 0.44805544745000009 48.315732392000008 0.51017933595000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 -6 -10 11 15 -13 -14 -15 29 26 18 -18 20 -19 -22 -21 -24 -25 28 -12 -26 -20 -8
right_child=3 -3 -4 5 8 6 10 -9 9 -11 16 12 13 14 -16 -17 17 19 25 22 21 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.0013925640806132366 0.012644924797444055 0.056424177944444612 -0.056202365874691386 0.040884565829982455 -0.072139885815433749 -0.002527339702722709 0.0011131315374510382 -0.10943915035135779 0.039815791971072843 -0.081029418958879357 0.061962225484233649 -0.13346474631043162 0.076503568984208528 -0.10244917695060228 0.021911001430631002 0.073199131557752956 0.083455883952220838 -0.21351309302940763 -0.13150197020617796 0.080283211359047632 0.059578136434845344 -0.12051945709010747 -0.13725988414460963 0.071836295501292835 -0.069742680604025026 0.053617051818700745 -0.011620207304893498 0.0015883765220162341 0.0063326749608384721 -0.052584759209014842
leaf_weight=123.11196207861758 4.2111857633572063 6.1328891073935656 4.1828878765372783 4.7123580443439996 4.2835034020245057 2.0916284290142348 71.462130865635118 2.1094209253496956 2.9279602579772472 2.3992608182888944 6.7571406951174122 3.2390154125168902 1.7423183619976041 2.2455704355379567 2.6631435120943934 2.9502048841677597 3.8170485680457231 0.92356229433790149 0.9748462741263213 1.827246155822652 1.3773809408303352 1.1788577527331652 1.3854232579469705 2.5596509962051668 2.03030118450988 1.422287657856941 2.1799859876919072 12.504846978394196 0.79916037109796889 2.964126940642017
leaf_count=1260 24 33 34 33 25 19 613 25 23 27 38 56 9 29 36 23 17 12 28 9 9 69 20 21 36 13 50 254 16 39
internal_value=2.67054e-06 0.00211647 -0.000499996 -0.00188087 -0.0241351 0.000382238 -0.00107244 -0.0562096 -0.0402512 -0.0146102 0.000751389 -0.00379383 -0.0475939 -0.00577521 -0.0349796 0.00180457 0.010733 0.00107622 0.0387377 -0.0100277 -0.073914 -0.0234773 0.000919551 -0.00692759 0.003635 -0.0146653 0.0440137 -0.0083753 -0.0694098 -0.00102546
internal_weight=283.167 133.428 127.295 149.74 13.8219 135.918 131.205 4.20105 9.61072 5.32722 127.004 87.2665 9.89005 6.65103 4.90871 77.3765 39.7377 30.8006 7.01334 23.7873 3.4798 2.55624 20.3075 18.4802 17.0948 3.19629 8.93713 14.5351 1.77401 74.4263
internal_count=2900 1327 1294 1573 99 1474 1441 44 75 50 1397 805 130 74 65 675 592 504 74 430 90 78 340 331 311 57 88 290 44 652
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 2 0 0 0 0 2 0 2 0 2 0 1 0 1 1 1 0 0 2 1 1 2 2
split_gain=0.104476 0.569654 0.567409 0.808727 1.10128 0.422829 1.11481 0.824565 0.480513 3.4157 0.674469 0.647229 0.430021 0.415161 0.566161 0.691455 0.585235 0.974502 0.401306 0.373648 0.918617 0.795739 1.05334 0.707386 0.57751 0.715284 0.393703 1.47622 1.40209 5.17629
threshold=0.47727612945000003 0.47760546090000006 0.47577916830000005 0.34500464060000008 0.34512439750000007 38.938637541200009 39.039757512550004 35.818873074050011 0.47305469895000007 0.46594413340000007 0.42646926740000007 0.3972336157500001 35.616518500750011 0.39672464895000009 48.919835655300012 0.39614083410000006 48.315732392000008 0.37331217625000007 0.34193587020000005 0.47886290830000006 0.34458549145000011 0.34503457980000002 0.34512439750000007 0.47943175355000006 0.47814436690000012 40.259171735100004 0.34566330350000002 0.34575312120000007 41.322103772800006 42.988308018450006
decision_type=2 2 2 2 2 2 2 2 2 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 -7 12 9 10 11 13 -1 14 15 16 17 -8 -9 24 -21 -22 -23 -24 -3 -26 28 -28 -25 -30
right_child=1 19 3 4 -6 6 8 18 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 23 26 25 -27 27 -29 29 -31
leaf_value=-0.0043755932535869809 0.031269916914041872 0.0011470703071076811 -0.060054821322147761 0.05937909007973529 -0.029633439604878849 0.11921878955000056 0.074890144623991267 -0.096657483598786356 0.025799247948575296 -0.1599983598251343 0.032528444090952825 -0.064801620627328235 0.086929024277007577 0.04055289723940677 -0.062862863202807692 -0.04774141855791731 0.090352635600935469 -0.10634854763693756 -0.025450467992846434 -0.063053276455127136 0.032037519051573371 -0.07155507775457369 0.040698865507499953 0.046724230312168422 -0.0074455635699781269 -0.080097213952141103 -0.057442725556190802 0.00044660907320928438 -0.097076513996041447 0.071926867719910387
leaf_weight=2.0173392806027581 5.9829655811190596 7.8079010304063541 4.0014075126964581 1.9782818555831907 4.6736753834411502 0.86914852820337074 0.64634417463094551 1.379224651027471 7.0875140889547756 1.3149781259708095 6.470538818743079 1.7265383903868494 0.69303388195112337 2.1220760941505432 1.5401153638958929 1.3655387610197069 1.2107302248477934 0.54838723308057524 1.8572183727519584 2.2165042423875994 8.2904817163944227 2.0120719186961642 4.4259259887039653 7.3951531983911973 2.909895047545433 2.5363276172429323 4.5126637369394293 184.75507383273907 3.7384642623364925 3.5174315869808197
leaf_count=84 25 41 33 8 55 4 11 29 53 18 88 49 5 7 13 6 3 90 24 17 33 11 20 34 14 36 25 2022 32 10
internal_value=-5.74218e-07 0.000800232 -0.00463346 -0.0245305 -0.00316125 0.00223783 0.00795906 -0.0217195 0.00393534 -0.00520945 0.00781297 -0.00964632 0.0189707 0.00316483 -0.0117737 0.00909163 0.0413548 -0.00829925 -0.0557957 2.15687e-05 0.00100022 0.00164955 0.000451915 0.00114732 -0.0162864 -0.0412797 0.000288876 -0.000933632 0.0160817 -0.015149
internal_weight=281.603 240.101 41.5021 10.6534 6.65196 30.8487 24.9019 5.94682 24.0328 16.9452 15.6303 9.15973 2.71037 7.43319 5.31112 3.771 2.40546 1.19473 3.23644 234.118 220.864 218.647 210.357 208.345 13.2541 5.44622 203.919 189.268 14.651 7.2559
internal_count=2900 2320 580 96 63 484 342 142 338 285 267 179 89 130 123 110 104 101 53 2295 2204 2187 2154 2143 91 50 2123 2047 76 42
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 0 1 0 0 2 0 2 2 0 1 1 1 0 0 2 0 1 0 1 2 1 2 2 0 1
split_gain=0.101678 1.05956 0.115132 0.138454 0.98218 0.416393 0.547303 0.2911 0.533988 0.182644 0.296463 0.121163 0.743862 0.585872 1.05869 0.943718 0.654372 0.626472 0.491757 0.40498 0.380226 0.539555 0.874415 0.607169 0.442778 0.372589 0.258772 0.22437 0.896188 1.82602
threshold=0.30949672165000003 0.37331217625000007 0.31063441215000004 33.151194885250007 0.51700547890000015 0.52029879345000019 0.38185982460000006 0.53136133645000017 0.56793209785000009 34.542090938800008 0.51243974730000008 48.988717865950008 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.48363821445000005 0.57995269605000022 0.65954612140000013 48.852845034800005 0.41155953415000007 0.34193587020000005 0.4447920721000001 0.31810424840000007 37.858673296900008 0.34392682850000006 51.307674290650006 46.177190236600005 0.54191491270000014 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 -2 4 -4 -6 -7 -8 -9 10 -5 19 -13 -14 -15 -16 -17 -18 26 20 -11 22 23 -22 -24 -23 -19 -27 29 -29
right_child=2 -3 3 9 5 6 7 8 -10 11 -12 12 13 14 15 16 17 18 -20 -21 21 25 24 -25 -26 27 -28 28 -30 -31
leaf_value=0.068552010922516088 0.023806391628159358 -0.1060477919391528 -0.13172917970878392 -0.0069022440068808467 0.10793998414391791 -0.18394928801089025 0.10344922177622062 -0.12381857215392869 0.067463774504915461 0.036899727139074183 0.049822113599894864 -0.055633647213782694 0.070394261380436307 -0.12142727001210483 0.13382168479341602 -0.1052678050720294 0.09413002596999015 -0.079869534560623234 0.063785701071415499 0.029697849443991259 -0.051567707286330783 0.027227924748051538 -0.033908673562228868 0.027182428669015747 -0.12307220692321663 0.00010417730640426748 -0.0058012347625856116 0.019401926709105247 0.008322636227979038 -0.12869300844576073
leaf_weight=0.63606036501005181 2.0401993170380583 0.76630964485229924 0.61325747683440512 1.792268116725608 0.38889800012111653 0.15928763523697831 0.27171529084444046 0.27353303018026054 0.31287649644946214 2.72177860001102 1.896107923286763 2.684668383561073 1.1910023950040338 0.70318383676931251 0.54551482200622547 0.57340140866290346 0.70371003821492228 0.82631562533788416 0.63676160888280708 4.5870342813432208 1.5661420060787339 4.9485995769500724 1.0800083912909033 2.6117724222131073 1.1499608745798466 234.78798200977326 1.0990657234797252 1.6116668116301283 5.627502623712644 1.7223253343254326
leaf_count=11 12 104 61 26 2 2 3 19 92 15 45 40 5 27 1 73 6 16 37 22 35 24 10 27 39 1987 31 17 76 35
internal_value=3.06511e-06 -0.0268561 0.000138009 -3.6262e-05 -0.0261239 0.019928 -0.013714 0.0178856 -0.0217606 0.000155276 0.0222584 -0.000145134 -0.0115779 0.00725888 -0.00752003 0.0107472 -0.00674026 0.0105587 -0.0123947 0.000245389 -0.000278603 -0.000675266 -0.029326 -0.00233802 -0.0798889 6.2942e-05 -0.0375891 -0.000488561 -0.0160181 -0.0571033
internal_weight=280.529 1.40237 279.127 277.086 2.01957 1.40631 1.01741 0.858125 0.58641 275.067 3.68838 271.378 8.96362 6.27896 5.08795 4.38477 3.83925 3.26585 2.56214 262.415 257.828 255.106 6.40788 4.17791 2.22997 248.698 1.92538 243.749 8.96149 3.33399
internal_count=2900 115 2785 2773 179 118 116 114 111 2594 71 2523 236 196 191 164 163 90 84 2287 2265 2250 111 62 49 2139 47 2115 128 52
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 1 1 0 0 0 1 1 2 2 1 1 1 0 1 1 0 1 2 2 1 2 0 0 2
split_gain=0.0993379 0.881855 1.74975 2.39098 0.605073 0.602487 0.57305 0.667618 1.12428 0.542804 0.490407 0.43265 1.73422 1.36482 1.71033 0.612025 0.877093 0.723453 0.534154 1.12713 2.92037 0.514368 1.53599 1.98442 0.94932 0.924325 0.805198 1.66335 1.56351 3.09029
threshold=0.48077901860000011 0.35319301815000009 0.34587287805000005 42.131954243650007 0.48101853240000009 0.47305469895000007 0.34569324270000007 0.34545372890000009 0.47830903265000008 0.4622167001000001 0.45462710695000008 0.34560342505000002 0.34575312120000007 42.233786329550007 41.322103772800006 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.49588335680000006 0.35675578575000005 0.36106703390000006 0.50579323975000012 0.37668033890000002 39.685256516350002 43.022303514600004 0.36730936200000003 38.703421923500009 0.52511900840000014 0.52772372085000019 37.360990606650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -2 9 7 -1 -9 10 -3 13 -13 14 -6 -14 -17 -18 -19 -20 -21 25 23 -23 -25 -22 28 -28 29 -24
right_child=4 5 3 -5 11 -7 -8 8 -10 -11 -12 12 15 -15 -16 16 17 18 19 20 21 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00085506489755298115 0.045270954289629101 -0.0018885741395240107 0.00923589138766342 -0.12893046342428272 0.023920274980917793 0.057330677126448341 0.036804068697057213 0.0077870536665174718 -0.080244238654130162 0.034567281044303504 -0.13786722570402557 -0.074404669600039816 0.041724247700139133 0.055295580093036492 -0.065170793914582706 -0.040200281025152995 0.047801984000797715 -0.024519559244362221 0.043162766051164647 -0.121013411098603 -0.0046917695743378847 0.012326746064381357 -0.0012962897235025419 -0.16185242481937934 -0.043574578293234405 0.041795298251135135 0.032763080951795157 -0.00069481138463613169 0.0041949155203951189 -0.12077308375223171
leaf_weight=56.482788447770872 3.0628561824560157 0.63530083973455409 2.3901409072277593 2.6313738576136529 6.3282372653484327 3.8669054470956326 3.610520970541983 2.8855463545769444 2.9177286368794739 1.4616386502457315 0.45530681143281981 3.151430904865264 3.5177752450108519 5.7201392631977788 3.267391212284565 5.3688903599977484 3.2195275202393523 8.4739426654996333 6.1670958772301665 1.9827931970357884 8.9799380674958247 2.3971475437283507 5.535967558622362 1.6045711282640698 1.1758751571178434 8.1674018058693019 17.913193752610823 87.145738723513205 15.535616618601123 3.5551235121674836
leaf_count=578 12 38 18 29 33 21 22 32 24 16 15 18 14 23 18 24 15 70 38 13 44 15 51 28 27 67 125 1031 405 36
internal_value=-3.53902e-06 -0.00305182 -0.00626448 -0.063166 0.00116196 0.0324413 -0.00192841 -0.00417361 -0.0364727 -0.00526862 -0.0586569 0.000483773 -0.000861167 0.0166321 -0.00641597 0.000421153 -0.000398691 0.000844751 -5.17453e-05 0.00124282 -0.000435977 0.00113681 -0.000937396 -0.0543482 -0.111832 0.0174504 0.00119499 0.00500996 -0.0150799 -0.0480184
internal_weight=279.608 77.3373 70.9181 5.02151 202.271 6.41915 65.8966 62.2861 5.80327 2.55225 1.09061 199.208 183.892 15.3158 9.59563 180.741 177.223 171.854 168.634 160.16 153.993 152.011 134.863 5.17759 2.78045 17.1473 129.686 105.059 24.6267 9.09109
internal_count=2900 793 703 47 2107 90 656 634 56 69 53 2095 2021 74 51 2003 1989 1965 1950 1880 1842 1829 1718 70 55 111 1648 1156 492 87
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 1 2 1 1 1 1 1 2 0 1 1 1 2 0 1 1 1 0 2 0 0 1 1 2
split_gain=0.0976045 0.475343 0.45183 0.670553 3.63588 1.02388 0.524898 0.307085 0.486546 0.653546 0.621868 0.820057 1.3805 0.924048 0.300415 0.674186 0.667223 0.508083 1.01956 0.349819 0.338471 1.01416 0.707054 0.718307 0.380663 0.284976 0.726597 1.28733 0.59845 0.326487
threshold=0.47727612945000003 0.47760546090000006 0.47577916830000005 42.686561923500008 42.737166331000005 0.34494476210000008 0.34506451900000007 49.49736495185001 0.35814795965000007 0.3621298763500001 0.35394149875000008 0.3447651268000001 0.3447052483500001 43.245737185650007 0.47886290830000006 0.34458549145000011 0.34491482290000003 0.34566330350000002 40.621691032550004 0.47905751325000007 0.34521421515000011 0.34536391125000004 0.34569324270000007 0.47976108500000009 42.487106141350004 0.48077901860000011 0.48218616210000004 0.34632196640000007 0.34692075085000007 42.674081447500008
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 8 10 -10 11 12 -1 -13 17 -16 -17 18 -3 -18 -21 -22 24 -24 -23 -25 -27 -28 -29 -30
right_child=1 14 3 4 5 -7 -8 -9 9 -11 -12 13 -14 -15 15 16 19 -19 -20 20 21 22 23 25 -26 26 27 28 29 -31
leaf_value=-0.0024266031755407246 0.028869177704196714 0.0011603415037923768 -0.070553938486952281 0.13678133428155687 0.0060385794590117345 -0.11779961128037664 -0.013410705079350381 0.049909003518755692 -0.12517993226395596 -0.00073992198810948762 0.070902645695788566 -0.11450071196581224 0.087290042593280048 0.031583313875945748 -0.053653558489833664 0.035386390306828143 0.040738118056830974 0.017306816342696357 -0.065227216288609946 -0.023273864057355993 0.040578458325141231 -0.046513716915604436 0.056633661772480727 -0.03427090542060978 -0.0045860884809425812 0.034134349094147087 -0.045504355361351195 0.044523936410168635 0.0029473564728727721 -0.0070538849780498198
leaf_weight=22.009871006943303 5.873139724135398 5.4944522231817228 3.2757678590714914 1.4485290348529813 1.2550402751076037 1.4264720545615999 3.1563595682382584 1.2666845247149456 0.71326793430489388 1.0336625721538437 1.2812029951892316 1.2422618194250379 1.8600492775440205 0.66468153148889531 2.2386687716934821 5.6610264815390101 2.1489668115973464 3.6053961440920821 3.9956299993209541 5.9747358541935673 6.2358687222003928 4.9309245329350215 2.2854449898004523 2.3639980480074874 3.8609286360442638 6.267166198231279 6.1389290019869796 3.1164580658078185 123.18336502312741 44.407414726563729
leaf_count=346 25 24 24 3 11 37 21 6 30 23 16 51 6 6 17 23 10 27 40 33 28 34 9 15 19 27 31 15 1269 674
internal_value=-3.77001e-07 0.000773624 -0.0045297 -0.0223226 0.00912159 -0.0598391 -0.0425127 0.00171974 -0.000399356 -0.0515485 0.00290295 -0.00047688 0.00456451 -0.0635819 6.21001e-05 0.000942591 0.00150693 -0.0146501 -0.026791 0.000597595 0.000184401 0.000875542 -0.000384068 0.000913769 -0.0281013 0.000227191 0.000672562 -0.000513274 0.00110468 0.000297275
internal_weight=278.416 237.783 40.6339 10.5622 4.13004 2.68151 6.43213 30.0717 28.805 1.74693 27.0581 25.7769 23.8699 1.90694 231.909 218.814 216.575 13.0955 9.49008 210.914 208.765 202.79 196.555 187.763 8.79185 185.477 183.113 176.846 170.707 167.591
internal_count=2900 2320 580 96 51 48 45 484 478 53 425 409 352 57 2295 2204 2187 91 64 2164 2154 2121 2093 2040 53 2031 2016 1989 1958 1943
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 2 0 1 2 2 0 1 2 0 2 1 2 0 2 2 1 1 0 0 2 1 1 2 2 0
split_gain=0.0936258 1.01872 0.571432 0.611348 1.11329 0.169367 0.901683 0.720695 0.645406 1.00092 0.655063 1.57112 0.37621 1.1947 1.19116 1.05266 0.345498 0.428556 0.276455 0.872083 0.935315 0.671623 0.820357 0.93789 0.609303 0.570723 0.62224 0.485176 0.793843 0.708207
threshold=0.39672464895000009 49.110028829250005 0.31123319660000009 48.680511450650009 0.37331217625000007 48.852845034800005 0.57995269605000022 0.48363821445000005 48.988717865950008 49.49736495185001 0.47648274005000008 0.39685937550000011 46.177190236600005 0.54191491270000014 47.480720532750006 0.37668033890000002 50.264779514000004 0.57811143375000007 45.027406014450008 44.527357125550004 0.41129008115000004 0.46613873835000008 0.58736265385000019 0.58859016195000013 45.154229826150008 0.41753240920000007 0.41262237660000006 42.526729949000007 42.508878681700004 0.62143349005000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 8 -8 -7 -10 -11 -12 18 15 -15 -14 -13 -18 19 21 -21 -2 -23 -24 -20 26 -26 28 29 -25
right_child=5 -3 -4 -5 -6 6 7 -9 9 10 11 16 13 14 -16 -17 17 -19 24 20 -22 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.062899708924767955 0.001363242855188922 -0.12513983798068723 -0.055272829651746361 0.05824579618745479 -0.12710659822517065 0.065421420015774334 -0.094484651662922373 -0.0015692107840455925 -0.058628128830935961 0.11115905726092022 -0.11934376587774759 0.10812312229928478 -0.015904550858158201 -0.063480523570893052 0.037770366599574265 -0.12615620600188718 -0.10475138710507617 0.073453757739461417 0.078266761977282565 -0.096893379788326239 0.012370948619823399 -0.11356600845030729 0.11231228075044214 -0.108165616311307 -0.11732084767418272 0.030126842805606065 0.022023411255007022 -0.11097913172262619 0.11845296725113606 0.015334152173153757
leaf_weight=0.62765588192269139 237.78181593217596 0.70416102930903424 1.1916506959823889 2.0991139113903046 0.60619990454870276 3.3590610399842245 1.0888736099004743 3.5774435449857265 1.5184285079012623 0.92197266966104541 0.64838264352874864 0.86387426964938618 1.8982473731739431 1.6397281985846346 3.9873449546284974 1.5925330067984758 0.21240505833702628 0.37006011418998241 1.4512239508330811 1.8928941586054855 1.336641385569237 1.0810126403230231 0.50414984719827804 0.84200045090983699 0.68382251402363203 2.46730678784661 0.60309845302253962 0.65780914721835859 0.37987312674522389 1.0352097698851137
leaf_count=11 1822 10 28 6 91 13 26 100 20 3 27 6 32 35 41 35 51 5 8 26 24 63 5 104 32 19 13 61 1 182
internal_value=2.52197e-06 -0.0132521 0.0041608 0.0254103 -0.0304514 0.000256953 0.0115982 -0.0232508 0.0321977 0.00758963 0.0409198 0.0100046 -0.000291286 -0.0202445 0.00826587 -0.0662026 0.0679905 0.00846846 0.000434354 -4.91648e-05 -0.051671 0.000638937 -0.0376332 -0.0136252 0.0232392 0.00196786 -0.052019 -0.0354069 -0.013382 -0.0400602
internal_weight=277.624 5.22878 4.52462 3.33297 1.23386 272.395 12.5605 4.66632 7.89418 4.53512 3.01669 2.09472 259.835 9.11785 5.62707 3.49078 1.44634 0.582465 250.717 245.511 3.22954 242.282 4.50005 3.41904 5.20545 3.75423 1.28692 2.91489 2.25708 1.87721
internal_count=2900 146 136 108 102 2754 251 126 125 112 92 89 2503 143 76 67 62 56 2360 2288 50 2238 416 353 72 64 45 348 287 286
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 1 1 2 2 0 1 1 1 2 1 0 0 1 1 1 1 0 0 0 0 1 0 0 0
split_gain=0.0874396 2.11919 0.831232 1.16945 0.569881 1.59097 1.54969 1.00686 1.09741 1.78355 1.19509 1.09307 0.847828 0.420152 3.17294 0.681131 1.4444 0.968916 0.45883 1.49677 1.48825 1.28046 1.73474 0.563482 0.999897 1.12363 0.58998 1.05756 2.8413 0.700023
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 50.065525775750011 0.54317236010000014 0.41985269900000005 0.42194844465000009 0.41865513010000005 38.386256906100009 40.660558922250004 0.54017843775000018 0.41753240920000007 0.4211999641000001 0.40621538280000008 43.968221017800005 0.39971857130000005 0.53592706805000012 0.53839705400000015 0.39584144190000009 0.39458399450000009 0.39745815990000005 0.39167988980000007 0.53136133645000017 0.52772372085000019 0.52366695610000014 0.52266399210000014 0.38906020780000011 0.51929582950000019 0.51589772760000019 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=4 -2 3 -3 7 -6 -7 11 -9 -10 12 13 -11 15 -15 16 18 -17 19 21 -20 23 -23 24 25 26 27 28 29 -1
right_child=1 2 -4 -5 5 6 -8 8 9 10 -12 -13 -14 14 -16 17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019155347525232435 -0.092533936316725032 -0.11317958125189281 0.003696104343841418 0.041604150787528438 -0.029058983107428278 0.082790447348841292 0.0062713768214375997 0.051223051439378026 -0.14142459063006826 0.026775453062273136 0.026854839974793484 0.055529195049567631 -0.12113784862039607 -0.13817300484323602 0.049626972396424343 -0.0045416641521318175 -0.071086220542508849 0.075546711957038812 -0.11321063884530502 0.064261221324969239 0.0016163451572320962 -0.11616055215957957 0.050456038039227893 0.045922645010545368 -0.053480106391512218 0.045731638157872047 -0.034611387255635076 0.048974493206862126 -0.10741174614000759 0.04037073030071886
leaf_weight=145.47717970955273 2.5535148101916993 1.4142246804258314 46.931688208493142 0.74540870392229397 4.7021538231056175 4.8158549219369871 5.8760739229619503 1.1699953279457975 1.6978702470660207 0.54038988426327694 2.3846699520945549 3.5830291658639899 1.369860247170436 1.6194416260113933 2.0240701509173959 3.1857710471376768 2.865536728873848 2.8727693632245064 1.4949035942554463 3.7062813036609432 4.6079971251310781 2.0476902116788547 0.89932095818221558 2.7671806849539271 3.3720982233062378 5.5573935909196726 4.7793135177344075 4.4740763418376437 2.439274155534803 4.4694290105253449
leaf_count=1184 34 51 943 13 43 18 28 13 10 5 12 15 77 22 29 32 23 11 36 14 51 58 6 12 37 25 28 27 23 20
internal_value=-4.69647e-06 -0.00371521 0.000904746 -0.0597552 0.000847747 0.0194177 0.0407371 -0.000517392 -0.0373629 -0.0546579 -0.0203573 0.000787558 -0.0792947 -0.000199763 -0.033845 0.000428835 -0.000629399 0.0334337 0.000455529 0.00136987 -0.0265105 4.76006e-05 -0.0653152 0.00115888 0.000432668 0.00152 -5.5515e-08 0.00105451 -0.000352434 0.00138917
internal_weight=276.444 51.6448 49.0913 2.15963 224.8 15.3941 10.6919 209.406 7.16279 5.99279 4.29492 202.243 1.91025 198.66 3.64351 195.016 188.958 6.05854 186.092 179.989 6.1029 176.283 2.94701 173.336 170.569 167.197 161.639 156.86 152.386 149.947
internal_count=2900 1041 1007 64 1859 89 46 1770 117 104 94 1653 82 1638 51 1587 1544 43 1521 1434 87 1420 64 1356 1344 1307 1282 1254 1227 1204
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 2 1 0 0 0 2 2 0 1 1 0 2 0 2 1 1 0 0 1 0 2 0 0 0 2
split_gain=0.0871474 0.40642 0.431893 0.345899 0.103747 1.04132 1.40901 4.38516 2.67831 2.36335 1.47859 0.698555 1.28538 0.968213 0.822042 0.547738 0.519016 0.83363 0.328309 1.1278 2.09682 1.14725 2.0847 1.00478 1.2582 1.62558 0.812418 1.8542 0.768829 1.35446
threshold=50.666627092000006 0.50525433370000017 0.61532588845000014 0.5810754169000002 43.19689381845 42.773538294100007 0.34632196640000007 0.50356276755000018 0.51818807820000012 0.47997065955000012 43.022303514600004 43.542456167850005 0.48119816770000007 0.35814795965000007 0.3459626957000001 0.55154037305000014 43.740100730350001 0.52833747495000016 42.027086531450003 0.34581299960000006 0.34608245260000009 0.49588335680000006 0.50041914915000019 0.43625939340000008 0.52537349185000015 42.37975859965001 0.47760546090000006 0.48101853240000009 0.57357564145000006 42.508878681700004
decision_type=2 2 2 2 2 2 2 2 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 18 9 -8 -9 10 -7 12 14 -14 -6 -10 17 -13 -1 26 -21 -22 -23 24 -24 -26 -20 -28 -25 -30
right_child=1 -3 -4 -5 11 6 7 8 15 -11 -12 16 13 -15 -16 -17 -18 -19 19 20 21 22 23 28 25 -27 27 -29 29 -31
leaf_value=-0.0009625755653483993 0.0051375259208245672 -0.10947251192940072 0.094525727052459041 -0.11569776323846664 -0.092040466945830055 -0.16518364617016534 -0.17881100531574756 0.097297424055162479 -0.030085973753509406 0.042429171205189617 0.00033277412749643483 -0.08418954124322163 0.099891965466562926 0.021726011879231569 0.021683710757565831 -0.12653721084725136 0.0019262074626882999 0.015808966740656388 0.0077737405114240449 0.089741371705230902 -0.03649145534944008 0.12849815121376243 0.035666204698238085 0.070991815289369417 0.013378597574785234 -0.09647356948280042 -0.12314867541647317 0.0025808150171280518 -0.062455398972326631 0.087185964797916807
leaf_weight=165.25772799083825 0.88310098166402828 0.41077624511672173 0.38365620747208584 0.323744666937273 1.1865791530290137 1.0970586760668068 2.1353600478032604 1.6322327908128498 1.5086710545001554 4.7474946454167366 1.0623641814454456 1.8349327222676941 2.6035869270563126 4.0491526960104238 1.3688473212532697 0.96564694550761476 46.453755611175438 1.5277486429549751 5.8617218284634856 3.8033978231251266 4.3789601395837989 1.6286095827817941 3.3619386963546258 3.5058637931942931 2.6582231824286282 2.7310508703812957 1.9470741106197236 2.9502455964684486 1.4858968435146382 1.0201492546766529
leaf_count=1613 69 34 5 23 28 26 24 9 20 18 33 26 9 39 12 35 551 18 67 13 29 4 21 16 27 32 36 13 33 17
internal_value=-6.64372e-06 -0.0207982 0.00210361 -0.0272774 0.000145904 -0.000878966 -0.0281412 -0.062576 -0.00213514 0.00297812 -0.0837551 0.00385716 0.0291608 0.0523167 -0.0311226 -0.0677278 -0.000820019 -0.0387578 0.000908089 0.00965744 0.0214789 0.00897916 0.0211264 0.00928155 -0.0123415 -0.0422897 -0.0173434 -0.0474067 0.0407571 -0.00154011
internal_weight=274.766 2.00128 1.5905 1.20685 272.764 213.74 13.1488 6.24191 4.10655 6.90692 2.15942 59.0246 9.20817 6.65274 2.55543 2.47432 49.8164 3.36268 200.591 35.3331 24.5741 20.7707 16.3917 14.7631 8.75121 5.38927 10.759 4.89732 6.01191 2.50605
internal_count=2900 131 97 92 2769 2086 165 88 64 77 59 683 88 48 40 55 595 44 1921 308 192 179 150 146 80 59 116 49 66 50
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 0 1 1 0 1 1 2 1 1 2 2 2 1 1 0 1 0 1 0 2 0 1 0
split_gain=0.0889903 3.29567 2.46545 1.19281 1.48569 0.974004 0.650609 1.03797 0.776156 0.992813 1.4922 1.46761 0.58909 1.53898 0.922643 0.931509 0.562179 0.530201 0.46013 0.363582 0.8401 2.40648 1.26945 0.422872 0.554104 1.77849 1.26123 1.31723 1.05162 0.929591
threshold=0.43967246490000006 0.55411514625000013 0.4410796084000001 0.56055207925000017 0.44489685935000006 0.57161462230000015 0.55754318735000019 0.56276758185000009 0.43590012275000006 0.42970270350000012 0.54475913895000005 0.42829556000000008 0.4211999641000001 41.134354310300004 0.41917906650000009 0.41808628485000005 41.093509583400007 42.027086531450003 40.380906245900007 0.41640968835000008 0.40621538280000008 0.52772372085000019 0.40259273675000007 0.54191491270000014 0.39584144190000009 0.53484925600000011 36.921550069850007 0.52511900840000014 0.39458399450000009 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 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 8 17 9 11 -11 12 14 -14 15 19 -9 -8 -16 20 22 -22 23 24 28 26 -26 -28 29 -1
right_child=1 2 3 4 -6 -7 7 16 -10 10 -12 -13 13 -15 18 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0013100742349070214 -0.18265993560543847 -0.17374690266076878 0.054215548062288538 -0.13355818157055285 0.0013815253551545444 0.056545962540011187 -0.14087540645041291 0.03035838131168514 0.058409363832775542 -0.0018593212235939395 -0.14427415512313113 0.075121099504279587 -0.083962482464213659 0.015231650493485372 0.010384041241470819 -0.059841854717454658 -0.036861366974099183 -0.044779779425433333 0.057261195114789193 0.034848003378903723 0.050934442218145727 -0.11932968452218194 0.070667797740893698 0.036778072325887388 0.041916032778041679 0.027179159439009639 0.01604733817224302 -0.10164225175290334 0.053078281204576631 -0.030526326966068485
leaf_weight=166.2690891539969 1.0107358558307158 0.79254572046920557 4.2472675552126011 0.84018870542058977 28.246857544267186 3.0813309948134693 0.96207864256575648 2.4845334095880389 2.3229635229508849 1.9493911857425694 1.1817261471296658 2.6464097114512688 2.8705917769111684 3.4365473570069298 4.2232117140665633 2.5885368776507667 2.4921733243390918 1.4239787163678554 4.1530156955122948 3.0405291976348954 1.4130114534636953 2.0122822790581267 2.571053690975531 3.0661117023555553 1.1071112733334283 4.330226231366396 1.2272350366692988 4.2252851333469152 3.7489810104016206 9.7070302268257347
leaf_count=1317 18 10 26 16 761 37 18 28 23 36 24 33 23 28 22 21 22 26 19 22 14 56 19 29 16 22 13 73 15 113
internal_value=-4.46525e-06 -0.00470282 0.000567742 0.00471219 -0.00251625 0.000687631 -4.33765e-05 -0.0293011 0.000901064 0.00030935 -0.0556086 0.00109577 0.000205269 -0.0299149 0.00109431 -0.000232948 -0.00330309 -0.0835264 0.0336262 0.000528207 5.61226e-06 -0.0490919 0.000862537 -6.41054e-05 -0.000656725 -0.0225601 -0.0553946 -0.0751531 0.000670437 -0.000446056
internal_weight=273.672 35.1376 34.1269 33.3343 29.087 238.534 235.453 7.36276 228.09 225.767 3.13112 222.636 219.99 6.30714 213.683 205.306 4.97671 2.38606 8.37623 202.718 199.677 3.42529 196.252 193.681 190.615 10.8899 6.55963 5.45252 179.725 175.976
internal_count=2900 831 813 803 777 2069 2032 94 1938 1915 60 1855 1822 51 1771 1730 50 44 41 1709 1687 70 1617 1598 1569 124 102 86 1445 1430
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 1 2 0 0 1 0 2 1 0 0 0 1 0 0 1 0 1 0 1 1 1 1 1 0
split_gain=0.0835104 0.698204 0.556323 0.837449 0.517053 0.481723 1.87873 0.589087 0.697362 0.492273 0.819738 0.327642 0.917764 0.233443 1.07769 0.208354 0.6651 0.515208 0.406013 0.705678 0.811966 0.666238 0.363693 1.42981 0.690675 0.400291 1.15607 0.920409 0.809456 0.778677
threshold=0.57995269605000022 0.58388970390000006 41.792045663550006 0.62143349005000015 0.59507200385000003 46.177190236600005 0.47106374065000006 43.45354240915001 0.6003263375500002 0.61802041855000012 0.5024400467000002 0.57507260265000015 40.922041107600009 0.45877368940000007 0.5810754169000002 0.56915960600000015 0.56793209785000009 0.44751654140000008 0.56369569775000017 0.56276758185000009 0.45051046375000009 0.56639022785000004 0.4410796084000001 0.55754318735000019 0.43672345135000007 0.43374449865000003 0.42892428370000008 0.42552618185000007 0.42970270350000012 0.54749857790000023
decision_type=2 2 2 2 2 2 2 2 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 13 3 -3 -4 7 -7 8 -6 -8 -11 15 -13 -2 -15 16 18 -17 19 20 22 -20 23 25 -25 26 27 -1 -28 -27
right_child=1 2 4 -5 5 6 9 -9 -10 10 -12 12 -14 14 -16 17 -18 -19 21 -21 -22 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=0.00019852201472654089 -0.023673791643762682 -0.11205558836983168 0.040755867757416887 0.016981997159290725 0.050500310307599494 -0.16934302391924738 0.051864534102381336 0.046282283007930802 -0.1145552355764235 -0.11958484383249063 0.006377559036091102 0.083706351585607075 -0.0267675157549087 0.0025839764300417054 -0.18449691938852053 -0.046702833402998405 0.054302478642530565 0.020419352165847185 -0.061541806841498674 0.044169581957594913 -0.056515095181390286 0.011832120939559784 0.028688721193459773 -0.12848078336418367 -0.019222974160938818 0.078601888327960168 0.0071526609344889462 0.05568777528047536 -0.10764393865560853 -0.012201622640561304
leaf_weight=217.71082380938606 1.0569691187120072 1.007389435944787 3.6453608360607168 1.004419502618475 0.45802829915191823 0.75788732746150334 1.3332430043956263 2.8391384241404012 0.5802640727488324 0.66037421324290368 2.3737902224529535 1.6425608600402477 1.3869622430065645 0.63791966124699662 0.59522833809023723 2.9368898890679693 2.272095708642154 1.8727154983644139 2.7294378317892543 3.6500195087864986 2.5273865585913873 2.2639596057706513 4.4800580291193901 1.2534967336105176 1.0746002369560299 1.8804545609455083 0.96990546688903068 3.0308721950277677 1.6750103104859588 1.8971876963041721
leaf_count=1807 15 130 39 176 6 13 25 34 68 13 89 31 25 8 33 33 23 23 33 22 27 22 27 37 8 36 22 26 37 12
internal_value=-1.20413e-05 -0.00680915 0.00121261 -0.047632 0.00898185 -0.003884 -0.0240038 0.0227109 -0.0417433 0.00121726 -0.0210377 0.000439317 0.0331297 -0.0581594 -0.0877181 4.66657e-05 0.000447392 -0.0205675 -5.17605e-05 0.000535076 -0.000138357 -0.0282748 0.000470628 -8.02342e-05 -0.0780497 0.000718837 0.000172954 0.000960412 -0.0655474 0.032999
internal_weight=272.204 16.95 14.6599 2.01181 12.6481 9.00273 5.12529 3.87743 1.03829 4.36741 3.03416 255.254 3.02952 2.29012 1.23315 252.225 247.415 4.80961 245.143 240.15 236.5 4.9934 233.972 229.492 2.3281 227.164 223.387 220.742 2.64492 3.77764
internal_count=2900 649 593 306 287 248 140 108 74 127 102 2251 56 56 41 2195 2139 56 2116 2061 2039 55 2012 1985 45 1940 1892 1833 59 48
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 1 2 1 0 1 2 0 0 2 1 1 2 0 2 1 0 2 0 1 2 1 0 1 1 1
split_gain=0.0879506 0.878207 0.200486 0.594819 0.421632 0.636877 0.426723 0.5862 0.348824 0.164566 0.999302 0.613394 0.356484 0.799691 0.662112 0.656857 0.345582 0.338565 1.08923 1.21951 0.584063 1.00433 0.578341 0.632135 0.548961 0.299294 1.2173 0.659262 0.332077 0.966963
threshold=0.48627286610000009 0.61532588845000014 50.448116877400004 48.988717865950008 0.66294422320000013 0.57987784795000008 48.852845034800005 0.49994012155000006 0.63075955810000017 0.47106374065000006 44.710446918150005 0.58736265385000019 0.57600071855000012 42.406961525800007 0.44578006650000007 0.45206730335000006 41.902916368500009 0.56704889075000009 40.982542372850013 0.44578006650000007 0.56369569775000017 42.233786329550007 0.56276758185000009 0.45051046375000009 39.995120105550008 0.4410796084000001 0.55754318735000019 0.43672345135000007 0.43374449865000003 0.42892428370000008
decision_type=2 2 2 2 2 2 2 2 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 6 -6 7 -3 -9 12 11 -11 17 14 -14 -15 -13 20 24 -20 22 -22 23 25 -19 26 28 -28 29 -1
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 16 13 15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00086541709814523028 -0.10577633947749927 0.050200059560946177 0.04030516150443729 -0.11725507851783352 -0.14139206571980939 0.013720771854474687 0.121260085256962 0.0076627601560771384 -0.12757816238560138 -0.1105816940198654 0.069265802083560174 0.044532153034717699 7.6576133441390635e-05 -0.048755952839351281 -0.11919149275361177 0.021213993370572611 -0.039131124529901251 0.015796343201369186 -0.083799889072216582 0.037458409578401422 -0.08624070410539772 0.016847469441922776 0.040215518597144943 -0.050055458778879194 0.078197951006637317 0.026202579900398832 -0.12604859704485952 -0.017270243846084603 0.030321611884524976 -0.060797953062590449
leaf_weight=220.66968793299748 0.85641843429766495 1.3517249385622574 1.1514203516417181 0.43656785530038167 0.42425676180755523 0.70385492256900761 0.41763189435005177 0.38439273508265603 0.37852211746212561 0.61167314070189549 2.1420370169216767 1.0193306926375951 0.73431752136093509 2.0319835903355852 1.2712941169593248 3.9493472257163376 0.95748854707926501 2.8726572543382627 1.732417391962372 1.5911706510232759 2.0617246954643629 1.7448768019676206 3.6101976260542861 2.5075427962001404 2.7683727294206619 4.4180215634551123 1.154978389036841 1.076393835712224 3.7096834466501596 2.5727001305203876
leaf_count=1833 127 25 31 30 76 57 1 29 74 39 17 32 26 33 74 25 14 36 23 19 33 11 22 24 10 27 37 8 48 59
internal_value=-1.64926e-05 -0.0118835 0.00343771 -0.00692364 0.00623541 -0.0446136 0.0288883 0.0106453 -0.0594374 0.000256673 0.0187411 -0.0230692 -7.90229e-05 -0.0208792 -0.0755237 -0.00255627 0.00400916 0.000578942 0.0196645 -0.0257474 -0.000123632 -0.038987 0.000493495 -0.00011387 0.0464203 0.000422217 -7.47567e-05 -0.0735749 0.00064789 0.000154793
internal_weight=271.313 6.10479 5.24837 4.09695 3.66038 1.12811 2.53227 2.11464 0.762915 265.208 4.73053 2.58849 260.477 7.98694 2.00561 5.98133 1.97682 252.49 8.96462 3.32359 243.526 3.8066 239.719 236.109 5.64103 233.601 229.183 2.23137 226.952 223.242
internal_count=2900 450 323 292 262 133 129 128 103 2450 102 85 2348 158 100 58 46 2190 88 42 2102 44 2058 2036 46 2012 1985 45 1940 1892
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 0 2 0 0 0 2 2 0 1 1 1 1 0 1 1 2 1 0 0 0 1 2 1 1
split_gain=0.089656 2.84095 1.03767 0.899298 1.20022 0.790225 0.726332 1.19891 0.605055 0.330519 0.825191 0.961498 0.499742 0.329614 1.29187 1.47092 0.729756 1.26783 3.63674 0.935743 0.306735 2.56942 0.548451 1.64416 1.2188 0.395252 0.981078 1.89955 1.064 0.855081
threshold=0.43887907550000005 0.55411514625000013 0.4410796084000001 0.56055207925000017 0.44489685935000006 0.43590012275000006 0.56323163980000013 41.093509583400007 0.56501302355000016 0.55609113500000007 0.54910032635000017 41.169697216150006 41.061442884200012 0.54317236010000014 0.41985269900000005 0.42194844465000009 0.41865513010000005 0.4274273225500001 0.54017843775000018 0.41753240920000007 0.40621538280000008 43.968221017800005 0.39971857130000005 0.53781323915000012 0.53592706805000012 0.53321756835000012 0.39584144190000009 40.421032462050007 0.39458399450000009 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -7 10 13 -12 -11 16 -15 -16 19 -18 -19 20 22 -22 24 -24 25 26 28 -28 29 -1
right_child=1 2 3 4 -6 8 7 -9 -10 12 11 -13 -14 14 15 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00071020765967883264 -0.17008467160870308 -0.078765310148442527 0.048631669812001628 -0.12719452208981816 0.0012248112018549114 0.0053479245269225937 0.0078871557120777942 -0.1311944746733221 0.06265118108101192 -0.018526666017530426 -0.006931443884931345 -0.1203946025136349 0.073609160543340643 -0.027518759686324314 0.078220689248855127 -0.0017420965539295256 -0.068262351246382649 -0.12547106921455559 0.11411648300926212 0.051913249869849534 -0.1312900398191679 0.045458974192816345 -0.028813456342272944 0.078495864743601429 -0.065443996856240749 0.039182298681821097 0.0092292500269193847 -0.11985436896245016 0.055008360101277312 -0.057349106584813847
leaf_weight=170.7942907759716 1.0092725089925796 1.5855844588368189 3.9735869169235256 0.7477694046683635 27.227214367447232 3.8352972660795777 1.3961882659932592 1.1145693928701801 3.5464947569416836 0.98141013679560218 1.9207346398034126 1.222035452883574 1.4711565081961451 4.6432552142068735 4.4815267547965032 4.7268293295055628 4.0346356127411118 1.0388736872992015 1.6238622367382047 3.4973200019448987 1.4384710761951276 1.9206269957358015 2.5790381417609742 3.1986115947365761 2.8619828071678048 2.5802574139088383 2.6896359305828801 1.9786765435710547 3.5689083875622591 2.5749104380374765
leaf_count=1351 21 18 26 16 761 35 26 25 22 23 43 28 26 43 18 23 34 53 6 15 22 29 30 13 23 14 35 45 14 62
internal_value=-2.084e-05 -0.0047787 0.00019649 0.00411531 -0.00220783 0.000676398 -0.000364647 -0.0538536 0.0328786 0.000230047 -0.000170823 -0.0510505 0.0367404 0.000555244 0.0154882 0.0371742 -0.000447013 -0.0329163 0.0206407 0.00064201 -0.000271982 -0.0302305 0.000249905 0.0305949 -0.000687407 0.000318813 -0.000233358 -0.0454832 0.000960508 -0.0001521
internal_weight=270.263 34.5434 33.5342 31.9486 27.975 235.72 228.338 2.51076 7.38179 225.827 223.374 3.14277 2.45257 220.232 13.8516 9.20836 206.38 6.69737 2.66274 199.683 196.185 3.3591 192.826 5.77765 187.049 184.187 181.606 4.66831 176.938 173.369
internal_count=2900 842 821 803 777 2058 2001 51 57 1950 1901 71 49 1830 84 41 1746 93 59 1653 1638 51 1587 43 1544 1521 1507 80 1427 1413
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 0 2 1 1 2 2 2 1 1 2 1 0 2 0 0 2 1 2 1 1 2 2 2 0
split_gain=0.085118 0.704688 1.49133 1.23049 0.649385 0.564722 0.606197 0.525688 2.11524 0.898869 0.851395 1.29001 0.642444 0.821488 0.458279 3.07341 1.35156 0.499239 0.414688 0.413596 0.991525 0.550254 0.669836 1.25233 0.938399 1.30773 2.52773 0.993777 2.20264 1.01101
threshold=0.34744468730000005 0.48015029490000011 0.48271009850000007 0.47778509625000004 0.4622167001000001 38.318569170500005 0.46594413340000007 40.12915366295001 0.34524415440000006 0.3447052483500001 40.532725462000009 40.922041107600009 41.289992964000007 0.34521421515000011 0.35877668335000007 42.564639561200003 0.36106703390000006 0.49678153350000009 48.008184682100008 0.48759019190000008 0.48368312325000012 41.395309858300003 0.34587287805000005 42.406961525800007 0.34569324270000007 0.34545372890000009 43.874475754150005 41.872669623500009 42.233786329550007 0.48101853240000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 18 6 -1 8 9 -7 -9 -12 13 -13 15 -4 -16 -18 -2 20 21 -14 24 -24 25 27 -27 -23 -29 -30
right_child=1 2 14 -5 -6 7 -8 10 -10 -11 11 12 19 -15 16 -17 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0062804280127971499 -0.10908455888080011 -0.13292945916641943 0.067373614043301597 0.09811700653996118 0.027845043462737043 -0.024356319251857966 0.053724501432364236 0.033384613712761642 -0.089104242420809179 0.040116115905178343 -0.053936324930838976 -0.0088297562203233145 -0.043780363689463642 0.053416039349742199 -0.080675274610076952 -0.039163119862568326 -0.056872211565704024 0.0011120196048864607 0.018331813260646739 0.023387971531038637 -0.044869310499671571 0.036116898710186578 0.014077421887974621 -0.069116812381922368 0.039990809230979696 -0.13541919897242968 0.029370454447288009 -0.10960642953319294 -0.0033878846452031468 0.063962565248271971
leaf_weight=3.1600262938954975 0.70130847449763611 0.8379154063295563 6.1582387052476388 2.0409494191408157 2.8146296992490534 5.1853021616116148 3.603468269109726 6.5030951155349603 3.5142913535237303 3.709431464318186 4.9025844589341423 3.9206206952221674 3.0231931284070006 4.6170773666817695 2.0801465921103945 4.8328976612538099 1.5004600982065301 142.92961321499388 0.40175661444664001 4.9704154934734097 6.0936145260930052 7.8382127499207845 3.5721929743885985 3.6665864353999496 6.4528576298616818 1.967321214731782 1.7667699418962 1.8520207340479853 21.581503255001738 2.4855199214071027
leaf_count=92 59 13 38 9 24 33 18 33 26 18 34 25 14 23 13 28 28 1826 2 21 32 50 14 32 31 37 9 38 269 11
internal_value=-2.1705e-05 0.00139701 0.000126548 0.035157 0.00235763 -0.00225468 0.0256891 -0.00419069 -0.0234205 0.00253106 -0.0013904 -0.00426352 -0.000964078 0.024832 0.000834412 0.0205285 -0.000643029 0.000509631 -0.0626772 -0.00433834 -0.00662378 -0.00232439 0.000124268 -0.0280621 0.00476732 -0.00129521 -0.0574496 0.00491637 -0.00451902 0.00356773
internal_weight=268.684 164.298 158.339 5.95864 3.91769 104.386 6.76349 97.6226 12.409 8.89473 85.2136 78.7105 73.8079 8.5377 157.501 10.9911 146.51 144.43 1.10307 65.2702 60.2998 54.2062 51.183 7.23878 43.9442 37.4913 3.73409 33.7573 25.919 24.067
internal_count=2900 2040 1946 94 85 860 110 750 77 51 673 640 606 48 1933 66 1867 1854 61 558 537 505 491 46 445 414 46 368 318 280
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 0 2 2 2 0 0 0 0 2 0 0 1 2 2 0 0 1 0 0 2 1 0 1 0
split_gain=0.081048 0.457528 0.593635 3.7408 1.4649 0.453605 0.414542 0.320463 0.974995 0.791691 0.373896 3.08115 0.675152 0.494307 0.372381 0.301178 0.713306 0.297761 1.57702 4.79466 1.23808 1.01908 0.663189 0.383845 0.293358 0.429278 1.1361 0.988918 0.270471 0.264836
threshold=0.47727612945000003 0.47577916830000005 42.686561923500008 42.718072821900002 0.34482500525000009 0.34506451900000007 0.47760546090000006 38.938637541200009 39.039757512550004 35.818873074050011 0.47305469895000007 0.46594413340000007 0.42646926740000007 0.3972336157500001 35.616518500750011 0.43447800965000011 0.43780126340000008 0.34515433670000012 42.233786329550007 40.982542372850013 0.47778509625000004 0.47851860725000006 0.34518427590000006 0.47961138885000004 0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.34193587020000005 0.4588185982500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 -5 -3 -2 9 -9 14 11 12 13 24 29 -14 -17 18 19 23 -19 -22 -23 -8 25 26 27 -10 -11 -1
right_child=6 2 3 4 -6 -7 17 8 10 28 -12 -13 15 -15 -16 16 -18 20 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024395947501189032 0.027323580763781826 -0.067344334969506647 0.15066444572482957 0.031275459386254277 -0.12057364869027501 -0.013851291140012016 -0.00141157310652676 0.11468980268183988 0.058552812580361102 -0.087692407525680596 0.023108609634946181 -0.15501279765901996 0.07298062446877851 -0.059073842060182485 0.084489920580842079 -0.048830751795339356 0.043236758469641978 0.06937660322302984 0.043318188068676489 -0.10163334667705293 -0.05521707776336602 0.057483108685378571 0.00054829840068779275 0.040891112926584421 0.033873771901233883 -0.032875830246718495 0.14089509037260003 -0.12554344057507891 -0.028003900841082993 0.057038840415838649
leaf_weight=1.392074838055126 5.7080582231283179 3.2499707750976068 1.2525622844696047 1.0662227550055834 1.5719586263876406 3.0946148214861751 4.5922786518931407 0.81641040183604019 0.61484175315127287 1.3124431229662152 6.8019883669912806 1.2593835415318597 1.4690410618204612 1.6561105275759471 0.68873101845383633 1.1102109999628735 3.477043021004647 2.6231469064950934 3.9748681727796784 5.4291696073487392 3.2611084929667404 2.0674490854144087 196.17652682397238 4.0249367207288742 2.0156325101852417 3.2473762072622776 0.59503668546676625 0.5553436519112438 1.8008674783341119 0.56000418888288539
leaf_count=69 25 24 2 8 41 21 22 4 11 29 53 18 8 49 5 35 45 9 23 37 32 9 2143 20 7 20 1 91 24 15
internal_value=-1.1334e-05 -0.00418654 -0.0223935 0.00835995 -0.0592037 -0.0412527 0.000714432 0.00215797 0.00731361 -0.0190039 0.00346908 -0.00488016 0.0079466 -0.00992559 0.0212707 0.0335742 0.0209545 3.07182e-05 -0.012291 -0.0280273 0.00111853 0.000229958 0.00114206 0.0183472 0.00165555 -0.0112998 0.0283923 -0.0288151 -0.0531661 -0.00103428
internal_weight=267.465 39.6079 10.2353 3.89074 2.63818 6.34459 227.858 29.3725 23.6184 5.75412 22.802 16 14.7406 8.68434 2.64081 6.0563 4.58725 222.149 18.0213 14.0464 204.128 201.505 198.244 8.61722 7.02823 5.0126 1.76522 1.17019 3.11331 1.95208
internal_count=2900 580 96 51 49 45 2320 484 342 142 338 285 267 179 89 88 80 2295 102 79 2193 2184 2152 42 130 123 103 102 53 84
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=1 2 1 2 2 1 0 1 2 1 0 1 1 0 0 2 2 0 1 0 1 1 0 2 0 1 1 1 1 2
split_gain=0.0815735 0.501225 0.668862 0.556093 0.0991837 0.333452 0.624503 0.341007 0.468928 0.210202 1.1091 0.433845 0.320378 1.90251 0.267737 1.72812 0.881688 0.721866 1.41546 1.00015 0.66393 0.500785 1.0053 0.858778 0.376674 0.339934 1.13533 0.927622 0.753034 2.89142
threshold=0.50525433370000017 48.988717865950008 0.59210802070000013 45.027406014450008 49.49736495185001 0.49994012155000006 0.5810754169000002 0.39685937550000011 50.264779514000004 0.46613873835000008 0.58736265385000019 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.57600071855000012 46.650420857800007 40.982542372850013 0.56501302355000016 0.44805544745000009 0.56055207925000017 0.43808568605000003 0.43590012275000006 0.55041765215000005 40.878805547300004 0.55609113500000007 0.42970270350000012 0.4274273225500001 0.42194844465000009 0.41917906650000009 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 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 9 6 7 -6 -9 11 -11 12 14 -14 17 16 -16 19 20 21 -19 22 25 -24 -23 26 27 28 -1 -30
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00024895303655557741 -0.10326916900359527 -0.10772540004051918 -0.14937647819574909 0.05580147194489396 -0.0095688998781902155 0.077180632886506464 -0.073966584691948736 0.10328500413103779 0.0002962589817361637 -0.11177711770255017 0.00056936150396696842 0.034825664131007864 -0.11478760211732833 0.018500348354275175 -0.0043754006812038856 0.047696034537338471 -0.14127035756440534 0.031769278897055456 0.090384853896432957 -0.045655878479075263 -0.033906045186504981 0.0033009063915647343 -0.11717315637921742 -0.01173258390054123 0.048171690530728423 -0.036904596247033537 0.064684353014326484 -0.051920847052230684 -0.023767882109863719 0.091041942416299551
leaf_weight=199.13123666120373 0.26376805795371128 0.49672477634157974 0.24160898974514555 1.3175004743388852 1.7149591625784517 0.71760815754532803 0.83745068352436636 0.90559187065809943 0.86381775200425182 1.0537243019862206 5.2911279046893469 3.5961028710007659 1.6013149645732472 3.2329584102990339 0.75752423235098776 1.7025323407724497 1.2416133005172012 3.4972327286377531 2.6240639500319958 4.7648967248387626 2.7494144046213478 3.6863440375891505 1.3347108892339741 1.8336138809099791 3.7987353776115924 2.3914591857464975 2.7638564312364897 3.3635786219965658 4.7177471779286844 4.0998723451048136
leaf_count=1676 189 61 54 25 33 6 39 7 59 62 153 22 48 35 35 12 18 31 12 42 25 26 55 31 20 27 32 24 23 18
internal_value=-5.03094e-06 -0.0186761 0.00558933 0.0292672 0.000158851 0.0140535 0.00357172 0.0222077 0.0530064 -0.000111258 -0.0180886 0.000339785 -0.000157681 -0.0256502 0.000346445 -0.0263431 -0.0893974 0.000756802 0.0287529 -0.000314177 0.00286278 0.000637071 -0.000229778 -0.0561512 0.0260732 0.000588715 0.00100755 0.000174695 0.00101734 0.0296145
internal_weight=266.593 2.3196 1.82288 1.58127 264.273 5.03943 4.32182 3.48437 1.76941 259.234 6.34485 252.889 249.293 4.83427 244.458 3.70167 1.99914 240.757 8.87071 231.886 6.24665 227.121 219.636 3.16832 7.48508 216.468 214.076 211.312 207.949 8.81762
internal_count=2900 329 268 214 2571 144 138 99 66 2427 215 2212 2190 83 2107 65 53 2042 68 1974 56 1932 1886 86 46 1800 1773 1741 1717 41
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 2 2 1 2 0 1 0 1 2 0 1 1 2 1 2 1 1 1 1 1 0 2 1 1
split_gain=0.0875743 1.20803 0.281439 0.757533 0.575265 0.288999 0.421984 0.222429 0.327954 0.303884 0.682535 1.09481 0.498327 0.39143 0.368005 0.212776 0.438951 0.791069 0.687822 0.562253 0.546863 0.373027 0.36372 0.270185 0.276849 0.243177 0.918881 0.255957 0.841738 0.382422
threshold=49.275256100300005 49.49736495185001 0.5810754169000002 0.66697104880000013 52.781270016900002 0.39685937550000011 50.264779514000004 48.680511450650009 0.31123319660000009 46.177190236600005 0.54191491270000014 0.45877368940000007 0.48607826115000008 0.38185982460000006 48.008184682100008 0.61802041855000012 0.46613873835000008 0.47277027635000007 41.792045663550006 0.47777012665000013 42.541806567400009 0.45877368940000007 0.46208197360000008 0.47777012665000013 0.49901200560000009 0.45206730335000006 0.56369569775000017 42.406961525800007 0.45280081435000008 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 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 9 -9 15 12 -12 -11 -14 -13 16 22 -18 -19 -20 -21 -17 25 -23 -25 -1 -27 28 -28 -30
right_child=1 2 3 -5 -6 6 -8 8 -10 10 11 14 13 -15 -16 21 17 18 19 20 -22 23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00063145101525251106 -0.14540986702787317 -0.0086196003683208199 -0.11145882980018369 0.076691089460447684 0.021521224880179678 0.099555221021456947 0.00026664293023199499 0.04333421953631373 0.0027076361669845948 -0.018515013679776631 0.04834118305211349 -0.093367824953618547 -0.035806638886080801 -0.13126496620545064 -0.0080733435828179278 0.11389746004280808 -0.13141764269631975 -0.10486223397063268 0.073327396628320232 0.037035902109884257 -0.11493081080804451 -0.10565588854555169 0.032404960377095608 0.044865068932804716 -0.037853068453292775 -0.080684902600872813 0.043805275362377022 0.030389882144570769 -0.0037936978112254232 -0.10793585863234179
leaf_weight=225.37915967054869 0.6092973196064112 1.7135284288087862 0.92611025436781325 0.51538096670992661 0.50144784327130765 0.84855578932911135 0.86379296483937651 2.9052570611238462 6.2863818202167749 2.3775648999726382 2.7528487932868302 0.96101133216870982 0.77180959680117645 0.9687168188393116 1.0679819139186291 0.42918450130673536 0.69198149389558183 0.5895682618429422 0.94689114205539204 0.49551889020949602 0.45353866158984601 0.17923622889065915 3.5336652724072328 1.4891259228461424 0.55556885839905579 1.7610191755811673 1.2611532956361773 2.0607606284320354 0.57789083942770936 0.90449100091063883
leaf_count=1930 22 33 46 33 19 7 59 11 45 25 24 36 25 20 13 6 34 110 7 19 27 17 20 26 194 23 5 11 6 47
internal_value=-4.99167e-06 -0.0119713 0.00317245 -0.02723 -0.0647479 0.0204148 0.0494692 0.000270782 0.0155487 -0.000290467 -0.0184371 0.00726211 -0.0482785 -0.0889354 -0.0484722 0.000378815 6.57268e-05 -0.0368537 -0.0105266 0.0188083 -0.0355864 0.0285421 0.000563911 0.0120698 0.0223895 7.88134e-05 -0.0188926 0.00375749 -0.016247 -0.0673371
internal_weight=265.378 5.97811 5.36882 1.94294 1.42756 3.42588 1.71235 259.4 9.19164 250.209 8.89993 4.78184 4.11809 1.74053 2.02899 241.309 238.656 3.1775 2.48552 1.89595 0.949058 2.65312 235.478 2.22393 2.04469 231.944 6.56531 4.8043 2.74354 1.48238
internal_count=2900 219 197 98 65 99 66 2681 56 2625 143 73 70 45 49 2482 2239 197 163 53 46 243 2042 237 220 2022 92 69 58 53
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 1 2 0 0 0 0 2 2 1 1 1 0 0 0 0 0 0 0 2 2 0 1 0 2
split_gain=0.0807623 0.346104 0.577347 0.98082 0.203169 0.123475 0.860564 0.322729 0.282519 1.07896 0.359982 0.8965 0.441547 0.220662 1.12043 1.80493 1.1965 1.01925 1.19673 1.42437 0.714092 2.08958 0.684329 0.485018 0.490468 0.903769 0.695358 0.796574 2.09947 0.443331
threshold=0.39672464895000009 48.919835655300012 0.39614083410000006 44.921040431000009 0.3972336157500001 48.988717865950008 0.36106703390000006 48.852845034800005 0.66697104880000013 0.61802041855000012 0.55671985870000007 0.48119816770000007 50.264779514000004 44.157169339850007 0.41367024935000007 0.39167988980000007 0.41865513010000005 0.47760546090000006 0.48140774230000011 0.53592706805000012 0.50356276755000018 0.51017933595000009 0.58859016195000013 0.41155953415000007 43.411469133450005 43.542456167850005 0.47706655490000011 0.3982365797500001 0.53978922790000017 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 13 9 10 11 -8 -12 23 15 17 -16 -15 -19 20 -20 -22 -18 -6 29 -26 -27 -28 -29 -25
right_child=4 -3 -4 -5 5 6 8 -9 -10 -11 12 -13 -14 14 16 -17 22 18 19 -21 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.10340165499754475 0.032083382514022228 -0.053401133332014933 -0.046861859892477459 0.069421247378382775 0.07682656822128256 -0.14860788211355708 0.11076004417441609 0.029174912111537922 0.067125500129401633 -0.12835264173015259 0.063706681239826271 -0.11227118113631358 -0.011532284003049826 -0.05788291771106821 0.094363326248345591 -0.12316953370356849 -0.057240962685443833 0.072573390219701508 -0.14646949423848241 0.06509243190938005 0.1097723677810804 -0.12374212238945111 0.015597674147669686 0.00054982146368224281 0.064670556092334505 0.0550100226270979 -0.026511824447606327 0.086986641414835197 -0.051053871419706846 -0.015893889564599757
leaf_weight=0.40497287326434106 1.9870177470147599 1.4674658700823782 1.3448754154669589 1.7364726113155482 0.83477042894810338 0.44199834822211315 0.25334501266479481 3.81513394601643 0.51391363563016046 0.67087992979213584 1.4997036934364589 0.62445942391059361 1.6253207905683664 3.2879745238460618 1.5978753697127084 1.8067878478905175 1.6768745547742581 2.0746408998966217 0.77853521099314171 1.2172998096793888 0.64200103841721989 0.95062822918407619 5.5887066978611983 192.99368889763355 3.2057689162902561 2.3577919588424257 6.7272517792880517 2.5715866917744279 1.9276904294965787 17.917832288752834
leaf_count=115 12 13 7 11 17 10 1 20 40 22 19 64 69 54 12 49 40 7 12 9 3 38 75 1844 26 22 41 18 31 199
internal_value=-1.16464e-05 -0.0126599 0.00448893 0.0367384 0.000229722 -1.59811e-05 -0.0146631 0.000311268 -0.00325068 -0.0109891 0.00868116 -0.0479017 0.024575 -0.000132477 -0.0103093 -0.0319997 0.016017 -0.0135969 0.0121153 -0.022838 -0.0679794 -0.0296106 -0.00121327 0.000741272 0.000462337 0.0169116 0.00564092 -0.00472756 0.0278439 -0.000847142
internal_weight=264.543 4.95379 3.48632 2.14145 259.589 257.602 5.62962 251.973 5.18762 4.67371 4.00283 0.877804 3.12502 248.158 19.6213 10.7579 8.86346 8.95108 5.66311 3.58846 2.37116 1.59263 7.26558 228.536 227.702 16.7901 13.5843 11.2265 4.49928 210.912
internal_count=2900 146 133 126 2754 2742 225 2517 215 175 153 65 88 2497 299 172 127 123 69 62 53 41 115 2198 2181 138 112 90 49 2043
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 1 0 2 1 0 0 0 1 1 1 1 1 1 1 0 2 2 2 2 2 2 2 0 1
split_gain=0.0910676 0.513495 0.295805 0.243749 0.414564 0.265438 0.588979 0.531554 0.191631 0.691456 0.0993346 1.46412 1.26905 0.632377 1.81852 1.77664 1.97691 2.14918 0.405328 0.72358 0.661661 0.612396 1.04552 2.29712 1.49598 1.23662 0.843128 1.40634 1.45248 1.3978
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.52041855035000018 46.177190236600005 0.52332265500000019 0.59210802070000013 0.6777042603500002 45.027406014450008 0.48250052395000009 0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.3465914194000001 0.35675578575000005 0.3465914194000001 0.48041974790000003 38.318569170500005 40.380906245900007 40.496232821400007 39.852039223600009 40.922041107600009 41.872669623500009 42.686561923500008 0.47470135625000004 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=10 -2 3 4 8 -5 7 -7 9 -3 12 -12 18 -13 -15 -16 -17 -18 19 20 21 -1 24 -24 -23 -25 29 28 -28 -27
right_child=1 2 -4 5 -6 6 -8 -9 -10 -11 11 13 -14 14 15 16 17 -19 -20 -21 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=0.024720833385700483 -0.12955855932334989 0.11004052154771954 -0.10327929894389364 0.11184220830584782 -0.054315908659758438 -0.10178636529960811 -0.16248803722241817 0.11705713650011813 0.052453507212395237 -0.11035693969022964 0.067916762427067776 -0.045926879182332514 -0.082243125159950636 0.063263504791784192 -0.064294481399508538 0.07552931927948292 -0.082080027029030847 0.0011140372631893143 0.027838597110413889 -0.057626410229715701 0.023790222436257273 -0.011146803757817807 0.12270526275466449 -0.064662097985954667 -0.089038056133980858 -0.010324882142708013 0.034307408531624596 0.0028590398353080565 -0.072298673261884674 0.054502998176421548
leaf_weight=6.5329260201760908 0.35495280104441818 0.23950532078743048 0.28096975448534056 0.37082347826799356 1.2846819274127481 0.1537408404838061 0.15844648695201613 0.39913056473596953 0.89442871510982513 0.35090640773705672 3.2659410173073402 2.905726443976163 1.9538755030371238 4.5817272514104834 4.26675235107541 3.4897129461169234 3.1694136634469023 153.24946437894687 4.6928726592668673 2.3041514820215516 9.5949465520679933 8.3804173052776587 1.4579268926754583 3.2089735205518073 3.4936972532887003 6.9856550768017751 1.6560227433219576 21.805016577389324 5.5995402191765606 6.3487293338403106
leaf_count=109 23 1 129 6 22 71 12 7 5 51 12 20 14 18 26 12 20 1622 75 34 40 47 5 25 26 57 43 264 73 31
internal_value=-1.26544e-05 -0.0141362 -0.00422257 0.00300338 -0.0127215 0.043248 0.0074885 0.0562018 0.023266 -0.0209509 0.000232112 0.00158947 -0.00259407 0.000327574 0.001124 -0.000610158 0.0010891 -0.00057167 -0.000697623 -0.00242853 -0.000734183 -0.00432841 -0.00754846 -0.000858211 -0.0340646 -0.00480845 -0.000277989 -0.00983064 -0.0479667 0.0205408
internal_weight=263.431 4.48759 4.13263 3.85166 2.76952 1.08214 0.711318 0.552871 1.48484 0.590412 258.943 174.929 84.0148 171.663 168.757 164.175 159.909 156.419 82.0609 77.368 75.0639 65.4689 58.936 47.0619 11.8741 45.6039 42.395 29.0606 7.25556 13.3344
internal_count=2900 327 304 175 79 96 90 78 57 52 2573 1730 843 1718 1698 1680 1654 1642 829 754 720 680 571 498 73 493 468 380 116 88
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 1 2 2 2 0 0 0 0 0 1 1 2 0 2 0 0 0 1 1 1 0 2 1 1
split_gain=0.0879231 0.439226 0.376619 0.477508 3.23885 1.24811 0.31649 0.304448 0.85416 0.637599 0.328046 2.63858 0.576392 0.415961 0.319713 0.361359 0.318508 0.637853 1.17209 0.275115 0.271605 0.592317 0.264227 0.441912 0.636445 0.438496 2.3111 2.08309 0.987228 0.323067
threshold=0.47727612945000003 0.47760546090000006 0.47577916830000005 42.686561923500008 42.718072821900002 0.34482500525000009 0.34506451900000007 38.938637541200009 39.039757512550004 35.818873074050011 0.47305469895000007 0.46594413340000007 0.42646926740000007 0.3972336157500001 0.42314601355000009 0.31123319660000009 0.31123319660000009 48.680511450650009 0.37331217625000007 42.564639561200003 0.43447800965000011 0.43780126340000008 0.47886290830000006 0.34458549145000011 0.34491482290000003 0.34503457980000002 0.47778509625000004 40.08085804200001 0.34560342505000002 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 7 6 -5 -6 -4 9 -9 14 11 12 13 16 15 -1 17 18 -10 -12 -14 -22 25 -24 -25 -3 -27 -28 -29 -26
right_child=1 22 3 4 5 -7 -8 8 10 -11 19 -13 20 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 29 26 27 28 -30 -31
leaf_value=0.033116169805688843 0.028204280790254332 -0.038045953081733093 -0.059908754694125869 0.14359090030484134 0.025449325148713599 -0.11815277949030459 -0.014880212067517546 0.10962339697893096 0.054308755239336731 -0.050061943144911782 0.038521126919460323 -0.14794392250997138 0.069409698060150155 -0.055765415516422001 0.037873411599147193 -0.11402376513522804 -0.038327452104124637 0.0323757862256474 -0.14152996734000492 -0.0026081974572410324 -0.044353154266369335 0.039578636826810537 -0.043016680653049436 0.034857415326705853 -0.025665470769575788 0.071564028951779338 0.046598520040723929 -0.14531062620927238 -0.0337084938998242 0.0010829979048019621
leaf_weight=0.32518737763166727 5.68354757875204 4.7373648462817055 3.2107166936621052 1.1831905245780947 1.0480217058211567 1.4325770961586384 3.0377982119098306 0.77651920728385704 0.57307816902175701 3.0841047619760502 3.9113016165792933 1.19306175620295 1.3903388786129642 1.6064980656810801 1.9266854636407513 0.34291523105639499 1.5896834544837473 3.9570619538426399 0.65479223127476871 2.7838932862505317 1.1161422498989848 3.4085862310603261 2.2656410217750809 5.5288038253784171 4.6233107186853877 2.8855007141828537 1.7440134435892103 1.5841189010534438 1.5864182440564034 193.42530783435541
leaf_count=2 25 28 24 2 8 41 21 4 11 53 24 18 8 49 41 46 8 19 92 29 35 45 17 23 25 10 9 25 19 2139
internal_value=8.20351e-07 0.000759798 -0.00441034 -0.0212109 0.00745236 -0.0574827 -0.0380175 0.00140438 0.00653191 -0.0193273 0.00292341 -0.00507143 0.00685174 -0.0100168 0.0172032 -0.0424059 0.000831769 0.0128379 -0.0501271 0.0214194 0.0307529 0.0188747 4.5531e-05 0.000903986 0.00139278 -0.0140488 0.00052582 -0.0411831 -0.0894691 0.000458573
internal_weight=262.616 224.064 38.5522 9.9123 3.66379 2.4806 6.24851 28.6398 22.961 5.67889 22.1844 15.4892 14.2962 8.38111 2.59479 0.668103 6.77462 5.18493 1.22787 6.69519 5.91507 4.52473 218.38 205.843 203.577 12.5374 7.80005 4.91455 3.17054 198.049
internal_count=2900 2320 580 96 51 49 45 484 342 142 338 285 267 179 89 48 130 122 103 53 88 80 2295 2204 2187 91 63 53 44 2164
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 2 2 1 1 0 1 1 1 1 1 1 0 0 1 0 1 1 1 0 0 0 2 0
split_gain=0.0898908 1.61089 1.00524 0.638124 0.87768 1.2815 1.55459 0.838032 1.1236 0.427587 1.74286 1.19883 1.59261 1.26175 2.40559 1.08225 0.849999 1.08569 1.04098 0.795539 0.90949 0.769755 0.687165 1.41946 0.963166 0.652192 0.961808 1.09699 0.940486 0.669192
threshold=41.24714903835001 41.134354310300004 41.061442884200012 41.532441862050007 0.3453339720000001 0.3459626957000001 0.4019490434500001 41.621607100200002 41.726652433350004 0.40105086675000007 0.39167988980000007 0.55754318735000019 0.43625939340000008 0.43706775245000007 0.44578006650000007 0.39513787010000007 0.36927038110000004 0.37138109635000011 0.52104727400000017 0.55335169605000012 0.40367054880000008 0.53592706805000012 0.42922367590000005 0.42970270350000012 0.41367024935000007 0.49320379630000005 0.48759019190000008 0.48368312325000012 43.124157941850008 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 2 -1 4 -2 -6 -7 -5 -9 10 16 19 -13 -14 -15 -12 25 -18 -19 20 -11 -17 24 -24 -22 26 27 29 -27 -10
right_child=3 -3 -4 7 5 6 -8 8 9 11 15 12 13 14 -16 21 17 18 -20 -21 22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00086618249634192769 0.0048606235111339977 0.054196302686125769 -0.060444749577674789 0.043275237867279201 -0.11588272170692154 0.027904253368007521 -0.084665858539662353 -0.069135828380127606 -0.0072908375687255238 0.078665742692079543 -0.12158906310423129 -0.13140981636916513 0.067380867455950552 -0.13454592732134346 0.0020857532358323524 0.0042790521356029865 0.089334087635776702 -0.032805588761575015 0.039462496660782581 0.085158366037555694 -0.045316410534237961 -0.086005848815241745 0.090257975471843971 -0.13275906079937316 0.037721264404145936 -0.062614388819094105 0.039883411606586761 -0.049355890282320208 0.0058991533972410845 0.019135609181838913
leaf_weight=118.38919928176983 6.1099006379954499 5.6310326293751123 2.7359902604512163 4.4053350416506865 1.9489054717123506 2.8640331141650677 2.1460127991012996 2.3816993861692017 32.829833912837785 2.2357812933623782 1.7667341838241544 0.96201919263694691 2.4558757897466448 1.4064278139267141 15.381304128168265 2.6410398241132498 2.1967305094003668 3.3454292742535454 4.9311037668958306 2.3674115464091292 1.8136955125664806 1.4699044536100698 0.42388819903135277 0.87351788805972319 6.0777593768434599 4.2758304290473443 5.4423902221024028 4.894495489075779 3.770140896551311 13.532139712944625
leaf_count=1272 33 33 22 33 15 24 27 33 429 11 54 29 9 23 346 38 15 44 36 15 40 22 7 51 64 27 22 27 36 63
internal_value=-3.31734e-07 0.00191195 -0.000518716 -0.00179651 -0.0227963 -0.0470789 -0.0203142 0.000455229 -0.00115053 0.000256334 -0.00369017 0.00967006 -0.00584428 0.00043295 -0.00936086 -0.0561335 0.000407849 0.0268386 0.0102513 0.0323989 0.021466 -0.0280031 0.00754854 -0.059895 0.0186367 -0.00386765 -8.68155e-05 -0.00433084 -0.0305107 0.000422518
internal_weight=261.706 126.756 121.125 134.949 13.0689 6.95895 5.01005 121.88 117.475 115.093 81.0958 33.9977 20.2056 19.2436 16.7877 5.87768 75.2181 10.4733 8.27653 13.7921 11.4246 4.11094 9.18886 1.29741 7.89145 64.7448 56.6989 51.2565 8.04597 46.362
internal_count=2900 1327 1294 1573 99 66 51 1474 1441 1408 813 595 407 378 369 114 699 95 80 188 173 60 162 58 104 604 541 519 63 492
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 1 2 0 1 1 2 2 2 1 0 0 0 1 0 1 1 2 2 2 1 1 0 2 2 2
split_gain=0.0832064 0.374983 0.708695 0.626039 0.450723 0.411069 0.398036 0.205328 0.509868 0.0757763 0.237939 0.891497 0.435409 0.405802 0.488579 0.496454 0.675492 0.187769 0.802031 0.161368 0.907661 0.501616 0.739915 0.546697 0.275852 0.267244 1.56252 0.310485 0.582847 0.411072
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 46.051945193250006 0.52332265500000019 45.027406014450008 0.67036915065000013 0.57987784795000008 0.48363821445000005 49.275256100300005 49.49736495185001 49.700765821350011 0.36106703390000006 0.55820185025000013 0.55671985870000007 0.48119816770000007 0.48627286610000009 0.61532588845000014 0.46613873835000008 0.47106374065000006 44.710446918150005 41.902916368500009 41.792045663550006 0.46208197360000008 0.45393850480000009 0.58258734765000009 48.852845034800005 48.461603274950008 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -2 -4 -9 10 19 -12 -13 -14 15 16 -15 -11 -19 24 -21 22 23 -22 25 27 -27 28 29 -1
right_child=1 -3 7 5 -6 -7 -8 8 -10 17 11 12 13 14 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.6933522434608991e-05 -0.10317466197373773 -0.13264698623879617 0.11640439466852698 0.10639424729019138 -0.12919342188763869 -0.10110604378407595 0.10744456376766645 -0.10584256197644422 0.086978432980367698 0.03715875811430349 -0.14774615978040059 0.062228086848277887 -0.12749438673675828 0.10906983197564067 -0.10423743076529771 0.11905874688105365 -0.11506717221619699 -0.10591352371481076 0.027452754983133362 -0.13070718979883 -0.030386484677424781 0.077618285761237027 -0.11124995420561193 0.11963057172674588 0.028488627578849592 -0.11253815246030363 0.015412029501947139 0.023935019798982934 -0.048609957176319614 0.036314660579320146
leaf_weight=228.17297278832848 0.17312482887427882 0.25503016832954006 0.39302120072534286 0.34730111381213635 0.78631428116932511 0.13166739057123777 0.18626642227172852 0.20344052823566017 0.4207627663272433 1.8731255675666023 0.51558568136533667 0.72019460611045394 0.34449205000419159 0.22021876275539376 0.36354019708232954 0.3883613646030426 0.34527853386680363 0.59522034938709145 1.8599791199812896 0.61786689126893124 0.62791314190326397 0.68371439352631558 0.61309838434681285 0.396198570728302 3.4905054350383571 1.3798225574573724 3.0958193763872259 5.5826864894479504 2.4337283116765311 3.1756898853927842
leaf_count=2019 75 79 6 7 26 83 1 75 8 20 16 7 8 1 39 1 51 57 33 33 56 5 16 1 22 48 35 33 18 21
internal_value=3.57263e-06 -0.0168495 -0.00567127 -0.0466536 -0.0867897 0.0493529 0.00598573 0.0597843 0.0241342 0.000193177 -3.11275e-05 -0.0285222 -0.00271701 -0.0308615 -0.0055926 0.0320035 -0.0277826 0.0133129 -0.00487958 0.000298747 -0.0229961 0.00567832 -0.0243645 0.0276507 0.000575537 0.000175969 -0.0240345 0.000628656 7.21036e-05 0.000584226
internal_weight=260.393 2.89693 2.6419 1.62467 1.14571 0.478969 0.359391 1.01722 0.624203 257.496 253.168 2.89767 2.38209 1.66189 1.3174 0.953859 0.565497 4.32833 2.4552 250.27 2.93879 2.32092 1.63721 1.02411 247.331 243.841 4.47564 239.365 233.782 231.349
internal_count=2900 360 281 192 102 90 76 89 83 2540 2430 123 107 100 92 53 52 110 90 2307 111 78 73 57 2196 2174 83 2091 2058 2040
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 0 0 0 1 1 1 1 2 2 1 0 1 1 2 2 2 1 1 2 1 0 2 1
split_gain=0.0886481 0.448204 0.244988 0.242502 0.220522 0.390839 0.673225 0.387474 0.264114 0.0791432 0.263137 0.839443 0.721671 0.255489 0.432901 0.752892 0.240288 0.21391 0.537604 0.576554 0.99436 0.402351 0.146195 0.659781 1.24379 1.06932 1.73242 0.725925 1.72525 0.690766
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.49901200560000009 0.66697104880000013 0.64899254515000016 0.6461932277500001 0.63075955810000017 0.60665848330000005 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.47106374065000006 44.710446918150005 37.511241581900002 0.46208197360000008 0.58388970390000006 0.45280081435000008 0.45393850480000009 42.622319549950006 46.650420857800007 44.157169339850007 0.41865513010000005 0.41367024935000007 47.833738492450003 0.37668033890000002 0.47760546090000006 44.758188263300006 0.44286099220000008
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 6 7 8 -6 10 16 -12 -13 -11 15 -15 17 18 22 -20 -21 -19 -1 24 25 26 27 28 -24 -25
right_child=1 2 -4 4 5 -7 -8 -9 -10 13 11 12 -14 14 -16 -17 -18 21 19 20 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0010780033799181027 -0.12795992107795681 -0.042105661517026889 -0.10297849741186292 0.082548781474326621 0.031948341715624475 0.052830054572803736 -0.13265085454423239 0.10790938605272482 -0.1182969917509549 -0.030174230920255743 -0.1245091358184388 0.021111666002842377 -0.10527924175782305 0.09619331997265293 0.066906034090873506 -0.10911446328060728 0.026701396521723375 -0.0095424491400312658 0.013791042489715636 -0.14108729827402677 0.00025281825295630551 0.05822888406740339 -0.15448742499814105 -0.12051219651421524 0.085712170313529901 0.0098643175382738067 -0.11995123096566684 0.023547889875292927 0.0028382397170604551 0.0039058003789790305
leaf_weight=214.61729586474394 0.32142630729685961 0.93093390926515063 0.23875027653957648 0.43273016531020436 0.2623926592350474 0.94092378216737405 0.43570192996048718 0.31620455732627306 0.21115534625278087 0.8486834473733319 0.70656368133859304 2.3636041405552537 0.55850891521549773 0.29718507258803617 1.421807130333036 0.44769305270165205 3.4328802868258199 1.7393675986386363 1.1980144716799253 1.0481160585331961 0.94791980483569194 1.7648861716734243 0.99081100488548157 1.0046506628714258 1.4935650101397175 12.375078382494392 1.9148937016725538 3.06992955529131 2.350852812291123 0.80282825516042056
leaf_count=1768 23 26 129 3 14 35 58 7 32 22 55 40 82 13 20 56 20 36 7 42 14 14 28 64 14 113 67 34 42 22
internal_value=-3.63134e-06 -0.014609 -0.00494168 0.00168893 0.017375 0.00435669 -0.032862 0.022191 -0.0350461 0.000230277 3.78597e-05 -0.0266966 -0.00304566 0.0163352 0.0345527 -0.0272025 0.000427851 6.01901e-05 -0.000295284 -0.0410496 -0.0739647 0.02459 0.000250233 -0.00715121 -0.00241993 -0.00877844 -0.0364859 -0.011558 -0.0438092 -0.0652494
internal_weight=259.485 4.09022 3.76879 3.53004 2.59911 2.16638 1.22545 0.789753 0.473548 255.395 252.38 3.62868 2.92211 3.01537 2.16669 0.744878 248.751 245.318 241.814 3.19405 1.99604 3.50425 238.62 24.0026 22.1951 20.7016 8.32649 6.41159 3.34166 1.80748
internal_count=2900 327 304 175 149 146 111 53 46 2573 2462 177 122 111 89 69 2285 2265 2215 63 56 50 2152 384 298 284 171 104 70 86
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 0 1 1 2 2 1 0 0 1 1 2 0 0 0 0 0 2 1 1 2 0 0 2 1
split_gain=0.0873277 0.508833 0.436441 0.65375 0.378271 0.664782 0.375328 0.574035 0.55347 0.430828 0.374537 0.302865 0.822623 0.214679 0.298898 0.191581 0.36405 0.339582 0.138367 0.473396 0.479177 0.669968 0.649623 0.548098 0.469358 0.259442 0.97461 1.52045 0.845163 0.924301
threshold=0.57995269605000022 0.58388970390000006 41.792045663550006 0.62143349005000015 0.57507260265000015 40.922041107600009 0.6018382683000002 0.47106374065000006 0.47383311875000006 45.027406014450008 42.599563320500003 0.45877368940000007 0.5810754169000002 0.67036915065000013 0.57987784795000008 0.48250052395000009 37.272044000450002 0.62406814170000013 0.56915960600000015 0.56704889075000009 0.56369569775000017 0.56276758185000009 42.233786329550007 0.45051046375000009 0.45051046375000009 43.162556114600001 0.54191491270000014 0.53592706805000012 43.245737185650007 0.3982365797500001
decision_type=2 2 2 2 2 2 2 2 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 11 3 -3 18 -6 10 -8 -9 -10 -4 -2 -13 -11 -15 -5 17 -17 19 20 21 23 -22 25 -20 -1 27 28 -27 -30
right_child=1 2 6 15 5 -7 7 8 9 13 -12 12 -14 14 -16 16 -18 -19 24 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.001423220472846912 -0.014038647420654346 -0.11255292510116005 0.072497826115537914 0.083427094953494485 0.08122858518166666 -0.020921247623164326 -0.06916122976889183 0.1038001353792814 -0.10711966520946706 0.018005929290375238 0.0098288301175486238 -0.0045476984464071666 -0.18177807529655765 -0.11394601371201674 0.0049221999985498577 0.10655806481637749 -0.11221150926939397 -0.10456994200550161 -0.04222732287402365 0.039410829030774822 -0.076279316023128721 0.044614932881606346 0.0099475689069229833 -0.048415960485845538 0.026333900150543189 0.075633063045644308 0.053413904114091332 -0.084248927422046732 -0.0028687957024536867 0.044318651188000414
leaf_weight=181.72680856661464 0.97920281205733717 0.80099450067427713 1.4106373606482501 0.26482920358648698 1.5146458781200629 1.0996192297898231 1.2359272741014136 0.52829618752002705 0.37460054065013526 3.0218998813652438 2.9437550292350352 0.53449193365668157 0.51350169981742511 0.32687250745948393 0.59953953966032714 0.26018396858125925 0.24700564641534584 0.10772366204764694 2.7876179676968595 3.0613930311519644 1.9077142218302463 3.3753220690414301 1.6120333671569822 2.3398474906571201 1.5557532266393534 1.7025097185396578 4.1268140695901812 1.9288816839689378 30.721580630008248 4.7995894259292973
leaf_count=1472 15 130 16 17 31 25 18 4 75 59 45 8 33 27 43 2 76 81 35 34 33 22 11 27 21 13 53 24 344 106
internal_value=-1.51027e-05 -0.00765307 0.000101785 -0.0471919 0.000427348 0.038262 0.00771449 -0.00832095 0.00717913 -0.00462876 0.0301309 -0.0540257 -0.091388 0.00509518 -0.0370189 0.0123185 -0.0183064 0.0447396 1.80308e-05 0.000341765 -0.000168845 0.00038979 -0.0367877 -0.000266804 -0.0176694 0.000233901 0.00719203 0.00232008 0.00680597 0.00350713
internal_weight=258.41 14.1495 12.1223 1.68074 244.26 2.61427 10.4415 6.08714 4.85121 4.32291 4.35439 2.0272 1.04799 3.94831 0.926412 0.879742 0.614913 0.367908 241.646 237.302 234.241 230.721 3.51975 227.346 4.34337 225.006 43.2794 39.1526 37.2237 35.5212
internal_count=2900 649 593 306 2251 56 287 226 208 204 61 56 41 129 70 176 159 83 2195 2139 2105 2061 44 2039 56 2012 540 487 463 450
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 0 0 1 1 1 2 1 0 0 1 2 1 2 2 2 1 2 0 1 2 2 0 1
split_gain=0.0915617 1.15873 0.573706 0.453742 1.24604 0.819758 1.29918 0.536 0.478984 0.998826 1.60868 1.50352 1.4431 0.487406 0.366103 1.28913 0.879625 2.51514 1.08591 0.853026 0.625302 1.58004 1.02177 0.476808 0.84765 1.07138 0.335305 0.3289 0.283996 0.807737
threshold=42.564639561200003 42.541806567400009 42.654057868200006 0.55754318735000019 0.57811143375000007 0.54191491270000014 0.53592706805000012 0.54384599265000022 0.53136133645000017 0.38185982460000006 0.37482410710000008 0.40621538280000008 44.215931556700006 0.38780276035000005 0.47997065955000012 0.47796473160000008 0.34744468730000005 43.124157941850008 0.34581299960000006 43.45354240915001 42.718072821900002 43.45354240915001 0.3447651268000001 44.527357125550004 0.47760546090000006 0.34491482290000003 43.968221017800005 43.411469133450005 0.41155953415000007 0.31148768000000004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 27 6 8 -7 9 10 14 13 -13 -11 15 20 18 -18 -16 -19 -4 22 -22 24 25 26 -23 -5 29 -1
right_child=2 -3 3 4 -6 7 -8 -9 -10 11 -12 12 -14 -15 16 -17 17 19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10510058228323289 -0.04755238957111 0.068785784282645895 0.059586543047475862 -0.040357836754099874 -0.0037211007203193066 0.078481644474286377 -0.079542155190967245 0.011970626671491652 0.033725403111101435 -0.044024168205993856 0.081151721011153075 0.074944909177041372 -0.10531913285550949 -0.13853617074724375 -0.001171143113539765 -0.07567535662315493 -0.10599315091941447 0.074824152907884828 0.057324123085792891 -0.010760928660277638 -0.01450916639518182 0.010242741805235151 -0.12737418892739003 -0.004519102940156193 0.097166658895730826 -0.060956167469847035 0.099194591814817934 -0.11736004480094493 -2.7214307639664097e-05 0.10853085812443651
leaf_weight=0.23615084690390986 2.7757407277531447 2.5022032870911053 1.5602905029663876 0.94955394649878089 10.341021202722912 2.1814234778285018 2.0341162799741133 2.7255127104290295 4.3402136494405559 0.88835377991199438 2.5176160950213662 1.3610107377753595 0.65919050665979728 1.4144507794990202 7.2800881536677498 2.6321009481907813 2.2878735251724711 1.8347289264202116 5.6262446492910385 3.1883167347405106 1.6303553014004166 0.79489649471361123 1.5789016983617328 10.363666971388737 1.4579775035381315 1.3774563525803385 0.9076495619956404 1.3339494644897056 178.33036941971204 0.70642612586379983
leaf_count=39 33 11 7 15 266 10 26 39 31 11 27 20 68 50 36 26 19 9 20 38 37 30 57 97 4 24 16 51 1748 35
internal_value=-1.34797e-05 0.0012054 -0.00292714 -0.0012365 -0.0184842 0.00235412 -0.00109568 0.0415387 0.00187574 -0.000924725 0.0034824 -0.0468392 0.0161249 -0.102076 -0.00111636 -0.0099508 0.00862963 -0.0190846 0.0243286 0.0205001 -0.00115653 -0.00638967 -0.0700369 0.00731756 0.0343497 0.00461408 0.0576641 -0.0853401 0.000262149 0.0550082
internal_weight=257.818 181.775 76.0427 73.267 12.6245 60.6424 55.7355 4.90694 53.7014 49.3612 45.0382 4.32301 2.0202 2.3028 42.5205 22.3033 20.2173 7.31092 12.9063 5.02305 19.6712 18.1109 3.20926 14.9016 4.53798 3.08 1.70255 2.2835 179.273 0.942577
internal_count=2900 1833 1067 1034 332 702 653 49 627 596 447 149 88 61 420 298 122 66 56 47 272 265 94 171 74 70 46 66 1822 74
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 2 0 1 1 1 1 2 2 2 1 1 0 0 0 0 2 2 2 1 2 2 0 0
split_gain=0.0849732 1.37552 0.825072 0.522518 0.709639 0.896854 0.671697 1.05182 0.488662 0.371633 1.32049 1.07812 0.943601 0.630901 1.30911 0.630516 0.624097 1.09673 0.856579 0.584907 1.51809 0.991339 0.785401 0.797421 0.522597 1.72341 1.99882 1.47604 1.46682 1.22838
threshold=41.24714903835001 41.134354310300004 41.061442884200012 41.532441862050007 41.621607100200002 41.726652433350004 0.3453339720000001 41.322103772800006 0.52607706355000017 0.40105086675000007 0.39167988980000007 0.39513787010000007 0.40367054880000008 41.840895355800008 42.072181850200003 43.673409002000007 0.36927038110000004 0.37138109635000011 0.52104727400000017 0.49128768600000011 0.48759019190000008 0.48368312325000012 43.082598263550004 43.411469133450005 42.178283198950005 0.34569324270000007 41.872669623500009 42.428475018400007 0.48119816770000007 0.48041974790000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -2 -8 -9 10 16 -12 -11 -14 -15 -13 19 -18 -19 20 21 24 -21 -24 25 26 -7 -26 29 -29
right_child=3 -3 -4 4 5 9 7 8 -10 12 11 15 13 14 -16 -17 17 18 -20 22 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=0.00087110547350457859 0.0035286550257045955 0.050856134799915791 -0.054736611337854103 0.040164881956810505 -0.062069870724314559 0.023497824139703975 -0.0010757693311449451 -0.11237015634429087 -0.039001338291046538 0.072740466917056976 -0.12034088045388436 0.0081657070425168333 -0.074316660841715329 0.067642923493679355 -0.00035004974359291875 -0.075324190000720881 0.087948620220256651 -0.03369823824322795 0.033469453159263474 -0.051701038310800668 0.065466679096082489 -0.046641283948793993 0.05152953115784456 -0.033608536858798992 -0.087994704878744348 0.06138971941983206 -0.10275720642208107 -0.0029309356492332604 0.057611574315335347 -0.093146213213423201
leaf_weight=117.85167785843623 6.0625023604370636 5.4760732357681254 2.730031120889179 4.3027268172590984 2.3707235512702018 3.7818024656735343 3.3016255095790257 1.9911835454404356 1.6684385109401771 2.1801441319985342 1.5889422619075038 2.4565761275589471 0.98033308298909361 3.1894663433340638 25.245236324495636 1.4317152616567907 2.0738769844174367 3.1955405715852976 4.6783151640556753 5.4034441821277124 3.3632890060544005 4.9040152281522742 2.0161846801638603 2.4212736913468689 2.0323595637746612 5.1993713667616248 1.8759449996869078 27.440060490771433 3.8746213391423217 1.5971384868025769
leaf_count=1272 33 33 22 33 33 20 23 22 21 15 54 31 15 33 532 29 15 44 36 32 13 27 9 31 37 24 37 347 18 9
internal_value=-1.39252e-05 0.00183821 -0.000387881 -0.00180128 0.000303439 -0.00121035 -0.0208066 -0.042 -0.078921 9.03035e-05 -0.00356239 -0.0509377 0.00926209 0.00455728 0.00727659 -0.0225763 -4.90433e-05 0.0232506 0.00620999 -0.00367572 0.000405646 -0.00390986 -0.0260999 0.00507443 0.00066546 0.0198289 -0.0183647 -0.00528861 -0.000181376 -0.00789306
internal_weight=256.685 126.058 120.582 130.627 117.603 113.3 13.0237 6.96125 3.65962 110.93 79.3345 5.47723 31.5952 29.415 28.4347 3.88829 73.8572 9.94773 7.87386 63.9095 54.0686 50.7053 9.8409 4.43746 45.8013 10.8571 5.65775 34.9442 32.9118 29.0372
internal_count=2900 1327 1294 1573 1474 1441 99 66 43 1408 813 114 595 580 565 60 699 95 80 604 532 519 72 40 492 81 57 411 374 356
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 1 0 2 0 1 0 2 1 0 1 2 2 1 1 2 0 1 0 0 2 2 0 2 2
split_gain=0.0783281 3.04385 1.40794 1.54681 1.23589 0.568879 0.852451 1.03533 0.560227 1.35382 1.99848 1.31273 0.99322 1.31843 0.857423 1.16924 0.79555 0.58507 1.42763 0.815714 0.571688 0.558297 1.61249 0.480183 0.458023 0.456991 0.445293 1.19057 0.861462 0.625189
threshold=0.51700547890000015 0.38042274180000007 0.51929582950000019 0.38906020780000011 0.39024280710000009 0.51243974730000008 0.37852160115000005 0.5025747732000001 38.592454371550012 0.50300889195000009 0.36254902550000007 0.50579323975000012 37.186372654950006 0.36597706655000006 0.49320379630000005 0.33960061075000009 43.19689381845 39.788107623550012 0.34524415440000006 0.35394149875000008 40.823855932350007 0.52324780695000006 0.39078171310000004 0.47778509625000004 0.42314601355000009 40.12915366295001 40.532725462000009 0.48041974790000003 40.922041107600009 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=5 -2 -3 -4 -5 6 8 -8 12 10 17 -11 13 14 15 24 -13 18 -10 26 -21 -6 -23 -14 -1 -7 27 -19 -28 -30
right_child=1 2 3 4 21 25 7 -9 9 11 -12 16 23 -15 -16 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.050991356309003366 -0.11928383665538214 -0.10260614426672206 0.044211246325675933 -0.059444666716852647 0.030942042852486647 0.052551801978177305 -0.0061946488598136713 -0.12881012002562697 0.0020699576385056861 0.076323812394033103 -0.089841541069561937 -0.06541300553476978 0.016761718877109751 -0.082665778226645489 0.030821450426027977 -0.10956565624029035 0.039210058662188248 -0.009271509853215433 -0.077739725887997935 0.083367319851648691 0.014285116160894399 -0.13106109901182525 -0.00015401051149141039 0.067731253209840234 0.044302596990341468 0.0010091197767393861 -0.044605487750674161 0.06332347063339723 0.02420750068322473 -0.0048289781661374279
leaf_weight=0.75340479386796033 2.1698525855317703 1.3122586097160809 7.8916617962531737 3.5840327907353631 5.6217903795914017 3.8341302277985951 1.7862944347434671 1.1206629307707769 6.5855952622368914 4.228885654360055 2.6584621659712857 1.395448796451092 3.2844442584319031 1.6892812699079502 7.6605935208499432 1.1876717609557088 1.5167928286828098 5.8976319062057865 3.3976851087063551 1.8526051640510548 3.3898094366886653 0.9510861411690702 88.363381175516224 4.2273268923163414 1.5259526465088127 3.1199390676338226 4.9733633600408202 3.6617989391088486 8.3282912904396635 67.634767161638592
leaf_count=46 38 13 45 20 33 18 43 29 37 32 29 27 30 11 36 52 13 35 27 10 40 11 1463 23 14 26 34 26 50 589
internal_value=-3.80473e-06 -0.00201954 0.000342478 0.00161203 -0.00180025 0.00151645 0.000117643 -0.0534642 0.00126421 -0.00142966 -0.00420847 0.0407439 0.0165726 -0.000349277 0.0121472 -0.0291147 -0.0109218 -0.00205515 -0.0250923 0.000347086 0.0386979 0.000375941 -0.00154801 0.0454454 0.0128047 0.0294272 -0.00187457 0.0185364 -0.00428533 -0.00164553
internal_weight=255.605 109.894 107.724 106.412 98.5203 145.711 138.757 2.90696 135.85 115.521 108.38 7.14113 20.3287 12.8169 11.1276 3.46703 2.91224 105.722 9.98328 95.7383 5.24241 94.9363 89.3145 7.51177 2.27936 6.95407 90.4959 9.55943 80.9364 75.9631
internal_count=2900 1623 1585 1572 1527 1277 1233 72 1161 949 877 72 212 159 148 112 40 848 64 784 50 1507 1474 53 60 44 734 61 673 639
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 2 2 0 0 2 1 2 1 1 1 2 1 2 1 2 2 2 1 2 2 0 2 1 0
split_gain=0.0688513 0.401273 1.42971 0.636284 1.08739 0.497063 0.56063 0.479323 0.616871 0.374721 0.327275 0.208269 0.181558 0.760195 1.56465 1.6551 0.735556 0.655728 0.35732 1.0147 0.942339 1.75932 0.749064 0.2604 0.259418 0.781491 2.89634 0.63015 0.622805 0.408658
threshold=34.997818021800008 0.49850303880000008 0.34392682850000006 0.36597706655000006 0.51243974730000008 0.51484985480000012 34.394321486900004 33.384956903900012 0.51700547890000015 0.52029879345000019 33.96174662340001 0.43166372265000008 37.020641110850008 0.38780276035000005 0.39745815990000005 0.39772761295000009 36.514114975300011 0.46208197360000008 37.858673296900008 0.37668033890000002 37.511241581900002 37.272044000450002 38.052786106700005 0.36543816055000006 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 0.35814795965000007 0.53592706805000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -5 -6 7 8 -7 -10 -1 -11 13 16 -15 -16 23 -17 19 -14 21 -21 -20 -2 28 26 -26 29 -24 -27
right_child=12 3 -4 4 5 6 -8 -9 9 11 -12 -13 18 14 15 17 -18 -19 22 20 -22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.016835564282009323 0.036609581447746502 0.09719976490085408 -0.13312096212769489 -0.14645225085208885 0.11188003464463069 -0.15551015181373679 0.063525068130351622 -0.11657806355878123 0.10808311588255809 -0.047656538016878955 0.095531103049771415 0.036725100646708426 0.057003990708863021 -0.12729100105505856 0.13489762542284073 -0.1101041089554131 -0.036473245226230931 0.047223984995030638 -0.058118017787001958 0.024362429463351598 0.032886869960632441 -0.13406253814378732 0.068553263723386507 0.00059306277926378858 -0.094790280684436845 0.0091257935040027476 0.040795312642601923 -0.00032841460518036406 -0.006908701527821047 0.056085818982447237
leaf_weight=0.46715703184599877 3.9029100209008885 0.96057379245758046 0.78186766361250182 0.41612565796822298 0.54800039529800448 0.21853178320452649 1.2264308045560026 0.42252498234029179 0.39487308263778675 0.57285496783151735 0.58227692544460297 0.5976816667807725 4.099580826237796 1.5358691285364323 0.6699598841369151 0.84060440196481045 3.5684174570778842 0.3868265629716916 2.2261469361546906 1.5092312268534445 2.7736758260216448 1.308882092736894 1.8469900568015862 4.1333706825971603 3.5594195151934391 4.3733402304351321 2.8266998812905513 201.7469330266249 2.6816011975170113 3.2157131278509041
leaf_count=41 34 6 34 5 2 3 23 30 2 18 6 106 33 29 2 53 21 32 24 24 44 19 10 21 34 25 26 2132 38 23
internal_value=7.96289e-06 0.00965514 -0.0307553 0.023468 0.00736056 0.0234387 0.00932064 -0.0208081 0.00187497 0.023846 0.0455109 -0.00457087 -0.000272583 -0.010921 -0.0522573 0.0084798 0.00130839 -0.0605219 0.000417134 0.0192136 -0.00849209 -0.0492186 -0.000401665 0.0180849 0.000181693 -0.000315558 -0.0347758 0.000735705 0.0238685 0.0290242
internal_weight=254.395 7.1889 1.8313 5.3576 4.39702 3.9809 3.4329 2.20647 1.78394 1.56541 1.04943 1.17054 247.206 15.038 3.43326 1.89739 11.6047 1.22743 232.168 9.69137 5.59179 2.81811 222.477 8.03628 220.251 215.722 6.38612 209.336 4.52859 7.58905
internal_count=2900 276 81 195 189 184 182 159 129 126 47 124 2624 192 116 87 76 85 2432 120 87 43 2312 55 2288 2240 60 2180 48 48
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 0 2 2 0 0 0 1 2 2 2 1 0 2 1 1 2 2 1 0 1 0 0 1 1 2
split_gain=0.0834796 0.824979 1.59795 0.818026 0.618982 1.41661 0.568158 1.24515 1.20843 1.77373 1.42351 0.938811 4.93309 0.829813 0.998108 2.34997 2.01674 1.74466 4.11612 1.28973 0.945548 0.882496 0.96695 0.685365 0.698772 1.2827 0.682123 0.56323 1.44452 1.55582
threshold=0.39584144190000009 0.3982365797500001 36.514114975300011 0.39458399450000009 0.39167988980000007 0.53136133645000017 41.840895355800008 42.102795028150005 0.53592706805000012 0.53905571685000009 0.52898116820000018 0.41917906650000009 39.685256516350002 41.621607100200002 40.823855932350007 0.42274183410000005 0.55671985870000007 40.036761086100007 0.42829556000000008 0.43967246490000006 39.749124837650008 39.468990633150007 0.42067602765000006 0.57161462230000015 0.44705248345000009 0.54910032635000017 0.55892039160000018 0.42067602765000006 0.43590012275000006 43.061965423550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 8 -8 10 -10 -3 12 -11 14 17 -16 -17 20 -19 -18 21 22 -13 24 25 -24 -27 -9 29 -29
right_child=1 6 -4 -5 5 -7 7 27 9 11 -12 13 -14 -15 15 16 19 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010236701087755955 0.052282590056414918 0.012495918210179868 -0.085171672566057802 0.046347417081880227 -0.11247137041452777 0.023236253952331712 0.066216906776413009 0.026645592497134302 0.079688500464404094 0.025689971142559023 -0.12799749835296137 -0.095865654934008643 -0.18526289930399892 -0.081346400276148825 0.10949039411210569 -0.088091738189744445 0.074732925754948193 -0.20176333487313719 -0.0092609744621779868 -0.024250371766856311 0.057591815129730252 -0.090305892278897279 0.030923479253319886 -0.063346148929699794 0.043510036240895729 -0.13326072816957354 -0.020201275667907453 -0.17203529562470579 0.0053704584871563724 -0.019442334390855631
leaf_weight=166.07281055658677 1.1822428200393904 1.2388627704931416 2.971576748881489 3.9305522789945817 1.5299360882054309 1.5469686070282476 3.4931237286509704 7.4253949099365881 2.4300366751849642 3.104229024029336 1.7259082724340258 0.93634839006700232 1.7242803843691943 1.2854111268243276 2.5654084831476194 1.9744977205991743 2.929182805120945 1.485160820186137 4.4059471243090229 2.3907416164001916 2.8778777434636131 1.1238588479027374 3.4631128245964629 1.1640282080797977 5.2869442177616293 0.90587483259150792 1.2986752619617616 0.99057858483866157 18.041300214696093 2.0529420800303342
leaf_count=1373 10 24 76 23 58 20 37 94 10 33 26 10 22 23 9 12 10 11 68 55 27 18 21 265 41 33 30 19 381 61
internal_value=1.09931e-05 -0.00265005 -0.04605 0.00124824 0.000200269 -0.0442419 -0.000287942 0.0098652 -0.0076201 -0.00319852 -0.0692908 -0.0083735 -0.0496422 -0.00252873 0.00055936 0.0271689 -0.00178313 -0.0108738 -0.0577912 0.0302504 0.00533074 -0.00527668 0.00204319 0.00960814 0.0173602 -0.00703305 -0.0666587 0.00296089 -0.0053801 -0.069107
internal_weight=253.554 80.4735 4.15382 173.08 169.15 3.0769 76.3197 32.0033 44.3164 41.3516 2.96477 38.9216 4.82851 34.0931 32.8077 9.85983 7.29442 22.9478 5.89111 5.31992 17.0567 14.1788 13.055 12.1186 10.9546 5.66766 2.20455 28.5102 21.0848 3.04352
internal_count=2900 1426 86 1474 1451 78 1340 592 748 698 50 688 55 633 610 86 77 524 79 65 445 418 400 390 125 84 63 555 461 80
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 1 0 1 1 0 0 0 2 2 2 1 0 0 0 0 2 2 2 2 2 1 1 2 1
split_gain=0.0706246 0.340939 0.611597 0.491448 0.381675 0.323635 0.323455 0.156497 0.403371 0.0722742 0.29961 0.290242 0.24873 0.160373 0.8233 0.325642 0.39541 0.449778 0.434192 0.573619 0.153178 0.679988 0.168514 0.469843 0.821205 0.586996 0.602314 0.768924 0.454346 0.901678
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 46.051945193250006 45.027406014450008 0.52332265500000019 0.67036915065000013 0.57987784795000008 0.48363821445000005 0.57995269605000022 0.59665878265000016 0.62143349005000015 49.275256100300005 49.49736495185001 49.700765821350011 0.36106703390000006 0.55820185025000013 0.55671985870000007 0.48119816770000007 0.39614083410000006 44.921040431000009 44.157169339850007 43.411469133450005 43.542456167850005 43.740100730350001 0.34560342505000002 0.4019490434500001 48.852845034800005 0.41367024935000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 -2 -5 -4 -9 13 -11 -12 -13 20 -15 -16 -17 18 19 -18 21 -1 23 -22 -25 -26 -27 -28 29 -24
right_child=1 -3 7 6 -6 -7 -8 8 -10 10 11 12 -14 14 15 16 17 -19 -20 -21 22 -23 28 24 25 26 27 -29 -30 -31
leaf_value=-0.10320877105627586 -0.10282865668519864 -0.13268510606710252 0.11234811987090428 0.10171986005232317 -0.12404250122890714 0.10635516471278886 -0.10094340397509637 -0.10499751186919669 0.082468469888358223 0.083638488350743861 -0.046412084248546648 0.054905757354515639 -0.0080844446910971202 -0.14251493897413101 0.057169542186493318 -0.12433908478092684 0.10801534467700967 -0.10372787976354565 0.1184339966866092 -0.11150494856855692 -0.00046310154364692321 0.050665958333199285 -0.033035801551242819 0.065055951553076724 -0.03167471881709593 0.053332649815037041 -0.027585764097891 0.042478884937819567 0.016582561629180499 0.015786980331973625
leaf_weight=0.34037238325981833 0.13589418735864434 0.23009934135188803 0.34561556385597203 0.29326468892395496 0.70140878879465163 0.16228339076042175 0.10766439502185676 0.16374889695089223 0.38379851460922509 0.52883500023744945 0.88870962061992065 1.1310497179947563 1.4063224198253008 0.48347109617316109 0.71299071889370713 0.31580123904859636 0.19843384623527505 0.30118959496030584 0.3796042799949646 0.29749225673003821 202.50127503394287 1.837975490838289 11.127046824083669 2.9466790726874015 3.0637117181904605 3.2914661234244686 3.862641092389822 2.6347592142410576 5.5350725855678311 5.7310628148261449
leaf_count=115 75 79 6 7 26 1 83 75 8 9 34 35 32 16 7 8 1 39 1 51 1772 14 179 23 33 17 29 23 32 70
internal_value=2.93943e-06 -0.0166414 -0.00500005 -0.0462371 -0.0837533 0.0110198 0.0472972 0.0596613 0.0264051 0.000171292 0.0135821 0.00276845 0.0199938 -4.46968e-05 -0.0243321 0.00157481 -0.0249833 0.00168123 0.0379428 -0.0236688 0.000224204 0.0266226 -1.47098e-05 0.000832744 0.0174418 0.00652539 0.0184812 0.000826135 -0.00827614 -0.0164381
internal_weight=252.04 2.52378 2.29368 1.40052 0.999586 0.298178 0.400929 0.893163 0.547547 249.516 3.95492 3.42608 2.53737 245.561 2.68898 2.20551 1.49252 1.17672 0.87553 0.495926 242.872 2.17835 240.694 218.301 15.7993 12.8526 9.78887 6.4974 22.3932 16.8581
internal_count=2900 360 281 192 102 76 90 89 83 2540 110 101 67 2430 123 107 100 92 53 52 2307 129 2178 1897 125 102 69 52 281 249
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 2 2 1 2 1 0 1 1 1 1 1 0 2 1 0 1 2 0 2 2 2 0 1 1 2
split_gain=0.0835706 0.723532 1.40821 0.687136 0.560521 0.539945 1.04533 0.826592 0.998649 0.519658 1.30226 0.460629 0.718878 0.72664 0.64022 1.69934 1.80088 1.33236 1.05385 0.807084 0.798397 0.798492 0.742282 0.670554 0.55809 1.07589 0.539661 0.913337 0.724721 0.51093
threshold=0.39584144190000009 0.3982365797500001 36.514114975300011 0.39458399450000009 43.673409002000007 38.238138001450004 37.962710038050005 0.40259273675000007 37.572218886150004 0.39167988980000007 0.53136133645000017 0.39024280710000009 0.38906020780000011 0.38780276035000005 0.38398550940000004 0.37982395740000008 0.51017933595000009 39.852039223600009 0.36106703390000006 0.50356276755000018 0.36597706655000006 38.592454371550012 0.50579323975000012 39.134693790050008 39.530201452500002 39.788107623550012 0.47612346935000005 0.36000419150000007 0.34392682850000006 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 -3 -9 11 -11 12 13 14 15 16 19 -18 -19 20 21 26 -21 -23 -25 -26 28 -28 -1 -27
right_child=1 5 4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 17 18 -20 22 -22 23 -24 24 25 29 27 -29 -30 -31
leaf_value=0.015317259368265277 0.047332635727702931 -0.20506229187802272 -0.11178452580960579 0.042919642450866352 -0.012727975226841381 0.001968448062415102 -0.14162712902524865 -0.035689296548696452 0.062362645888054458 -0.11135413406578767 0.022083141275819812 0.023930171735330779 -0.041455167366752511 0.051777415603714606 -0.034358699645627974 0.052967114699555319 -0.00321108685442656 -0.029937101710461846 -0.15724253978077884 0.059324977659333436 -0.044268952770629005 -0.043977190889008443 -0.0027522478148693454 0.045911663609838956 -0.052572394594409572 0.017257804006331486 0.075339445531661053 0.013271088304805124 -0.072595669779149316 -0.0030573814451277273
leaf_weight=4.3176406489365027 1.1767518203705543 0.21602956159040232 1.977520546410233 3.8658314622007302 0.80329890502616752 69.022652095783997 0.73074104640545545 3.3336719549188274 1.5088656623556742 1.3961307894642225 1.5360815228777935 8.3330692728050035 4.1124532008543602 2.7579294033348551 5.2406122805550686 6.0801844731904557 2.2530460106208912 1.0720984078943732 1.6525947214104233 4.4232833907008162 4.0853768171509719 3.7527053239755324 3.4120692862197757 2.4809824493713668 4.0526375109329811 14.596143811708314 3.6380332466214877 6.8060097396373749 1.1978511492779942 81.537189115959336
leaf_count=86 10 9 56 23 20 995 26 282 28 58 20 48 24 12 35 34 16 8 50 32 34 27 31 15 24 94 21 33 49 700
internal_value=2.75734e-06 -0.0026963 -0.044366 0.00123453 -0.0831699 -0.000491958 -0.029826 -0.0136756 -0.00513771 0.000279488 -0.0414511 0.00101749 -0.000195018 0.000911427 -2.00881e-05 0.00121793 -0.00104119 -0.0601053 -0.107151 0.00114798 -0.000781613 0.000670122 0.0322921 -0.00245798 -0.000940358 -0.00210059 0.0215286 0.0348917 -0.00377562 2.71196e-05
internal_weight=251.369 78.7695 3.95757 172.6 2.78082 74.812 5.78931 5.05857 4.84254 168.734 2.93221 165.802 157.469 153.356 150.598 145.358 139.278 4.97774 2.72469 134.3 126.465 122.379 7.83535 106.42 102.667 100.186 15.9595 10.444 5.51549 96.1333
internal_count=2900 1426 86 1474 76 1340 345 319 310 1451 78 1373 1325 1301 1289 1254 1220 74 58 1146 1083 1049 63 860 833 818 189 54 135 794
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 1 2 1 0 1 0 0 0 0 1 1 0 2 2 2 1 2 2 2 1 0 1 0
split_gain=0.0739247 2.15526 0.841272 0.688602 0.880457 0.47666 0.815671 0.632159 0.53976 0.411096 0.675044 0.256933 0.690384 1.23407 0.639539 0.868248 0.54482 0.871906 0.410618 0.331161 1.32244 1.22611 1.77399 0.945951 0.781758 0.508942 0.924286 0.669431 1.36487 1.05579
threshold=0.43887907550000005 0.55411514625000013 0.4410796084000001 0.56055207925000017 0.44489685935000006 0.56501302355000016 0.55754318735000019 0.4323972336000001 41.678468725050003 0.43374449865000003 0.54749857790000023 0.4211999641000001 0.54679500610000009 0.54384599265000022 0.54095685760000012 0.53978922790000017 0.41917906650000009 0.41808628485000005 0.54910032635000017 40.79983011445001 40.305698932850007 41.134354310300004 0.34560342505000002 40.496232821400007 41.21013581150001 40.08085804200001 0.3453339720000001 0.53839705400000015 0.39513787010000007 0.52877159370000015
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -7 11 -11 16 13 14 15 -13 17 19 -14 20 25 22 -21 -22 -23 27 -27 28 -1 -30
right_child=1 2 3 4 -6 8 7 -9 -10 10 -12 12 18 -15 -16 -17 -18 -19 -20 21 23 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0036688504035986406 -0.15866783146177252 -0.073015593144084415 0.045235376324252827 -0.12082041056689052 0.0010004946883931643 0.065832055356908545 0.0019653617560245729 -0.087453763023136441 -8.8148970754324402e-05 0.079690802409921629 -0.011480867524620913 -0.12312727955186653 0.043836595212475925 -0.11475015407335787 0.027044703655961896 0.020648505933242928 0.027216529285191988 -0.061027161162986204 -0.020360077572052708 -0.10082981118962736 0.070215707423311832 0.052271684755897323 0.008072148399800463 0.012729274718759512 -0.0019050880549624583 0.01193777732912658 -0.076275595026167223 0.040210535577528163 -0.13534902354921602 -0.022617063191686743
leaf_weight=56.982452521282539 0.88192412664648401 1.4966189677506943 3.5265036965720382 0.60865134345658845 23.502418033735012 2.365565401618368 1.3647542166872875 1.879327808273956 2.6154536083340645 1.6931208627502194 1.5606911007780579 0.88875855616060861 2.2405805587768555 1.5492216702550647 2.156450267881155 0.79639370366930962 7.5694549485342568 2.3231189427897325 1.7942114943871272 3.0275568203069261 4.8562024306738731 2.7372157964855424 2.9565778844989836 6.9720959066180512 98.846523313317448 2.4168861669022581 2.3356415911111981 4.3863609861145951 1.2049936208059073 2.6751507488079369
leaf_count=440 21 18 26 16 761 29 40 21 33 32 11 40 8 13 12 9 41 21 39 24 32 13 21 47 988 15 25 39 32 33
internal_value=1.00854e-06 -0.00465451 7.64529e-06 0.00396197 -0.00207471 0.000635631 -7.21928e-05 -0.049836 0.0312184 0.000689415 0.0359603 0.000139554 -0.0159936 -0.0394075 -0.00902371 -0.0551796 0.000902588 -0.00013633 0.0152893 0.000610546 0.00540476 -0.00303654 -0.0470247 0.0363308 -0.000445273 0.000179126 -0.0314149 0.00248033 -0.000238877 -0.0576264
internal_weight=250.211 30.0161 29.1342 27.6376 24.1111 220.195 215.214 3.24408 4.98102 211.97 3.25381 208.716 9.42562 5.39082 3.8416 1.68515 199.29 191.721 4.03479 189.398 81.8298 107.568 5.98413 11.8283 101.584 70.0015 4.75253 65.249 60.8626 3.88014
internal_count=2900 842 821 803 777 2058 1996 61 62 1935 43 1892 121 74 61 49 1771 1730 47 1709 663 1046 45 79 1001 584 40 544 505 65
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 2 0 2 2 0 2 1 1 1 2 1 2 2 2 1 1 0 0 0 0 0 2 2 2 1
split_gain=0.078786 1.0982 1.30415 0.803972 1.65534 1.7342 1.6338 0.647702 0.949306 1.50705 1.2076 3.73369 0.942421 0.618957 0.551781 0.546811 0.546524 0.541968 0.508457 0.493236 0.437862 0.355745 0.338295 0.270115 0.239396 0.20771 0.20144 0.337288 0.560708 0.639288
threshold=38.703421923500009 0.50300889195000009 0.36927038110000004 0.56369569775000017 0.54679500610000009 37.360990606650006 0.52772372085000019 36.372781240150012 35.461062230100005 0.49850303880000008 35.337501601400007 0.3621298763500001 0.36501901140000009 0.39078171310000004 38.994321257850011 0.49091344570000006 33.151194885250007 36.514114975300011 33.96174662340001 0.42892428370000008 0.33960061075000009 0.53592706805000012 0.47612346935000005 0.53592706805000012 0.62406814170000013 0.52029879345000019 39.091773401050006 39.344049039350004 39.788107623550012 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 7 -3 4 5 13 -7 8 9 10 11 18 22 25 23 16 -5 21 20 -6 -1 -15 -9 -2 -17 -4 -16 -28 29 -29
right_child=14 2 3 15 19 6 -8 12 -10 -11 -12 -13 -14 17 26 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0078774880541723491 0.011510976275476679 -0.10738831012568634 0.0098642005892409651 0.024044709856325681 0.10465931652411008 -0.098529262921070476 -0.0080911763193533444 -0.014490679563674011 -0.074158051576620185 0.071016809453970917 0.079331581768206122 -0.28820416652389008 0.076343043659515317 -0.028754631161720157 -0.03093458823724925 0.082977464005391022 -0.12134183680724256 -0.079178407518468941 0.039374409498956764 0.026396247090400334 -0.17693040717367758 0.041109865944791248 0.029287762140659403 0.050292327874276094 -0.10370628733103582 0.045642897583349072 0.022596152063540098 0.01661995307783052 0.00089561595164321442 -0.032905684194899108
leaf_weight=0.4221710565470892 4.3172120638191691 1.5076012313365961 3.1501169502735227 0.31694785335457654 1.3928071550180896 3.9341338255908331 4.05796551797539 3.0020501395629235 1.6592178980354217 2.4454354580957443 0.73583214916288842 0.5816301330924033 3.2015206175856292 1.6874601587187501 2.1071500959587857 0.28726833339896973 1.4035383600894418 1.1601296979933975 1.2335904126521198 1.9089595742698291 0.24048857346497243 1.2829444701783357 4.2839870899915695 3.0753420937835472 0.090279016134445556 3.3461414617486298 6.4737055534496895 3.510145320557057 176.30135618065833 10.122860493516781
leaf_count=38 25 8 18 46 22 42 27 40 21 13 5 7 14 31 24 28 99 24 18 36 25 15 25 23 95 23 48 16 1964 80
internal_value=3.17755e-06 -0.00387249 -0.0171686 -0.0115057 -0.00584555 -0.0174177 -0.0526096 0.0151885 -0.00764301 0.0118587 -0.033157 -0.0665616 0.0311207 0.00904912 0.000818792 -0.0706436 -0.0945587 -0.0212171 0.00142202 0.0594105 -0.0692292 0.00142047 0.0112498 0.0276442 0.0383377 0.0282934 -0.000180167 0.00014978 -0.00061528 -0.0201541
internal_weight=249.24 43.3322 25.5263 24.0187 21.9207 18.6189 7.9921 17.8059 7.31837 5.65915 3.21371 2.47788 10.4876 10.6268 205.908 2.09803 1.72049 4.13053 1.89625 3.30177 0.66266 2.9704 7.28604 7.39255 0.377547 6.49626 198.515 196.408 189.934 13.633
internal_count=2900 720 514 506 238 180 69 206 127 106 93 88 79 111 2180 268 145 70 81 58 63 46 65 48 123 41 2132 2108 2060 96
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 1 1 1 0 0 2 1 1 1 2 2 2 0 2 2 2 0 1 1 2 1 0 2 0
split_gain=0.0740044 0.492108 0.653725 0.509735 0.597637 0.678026 0.675711 0.742215 0.420943 0.366649 0.347935 0.620178 0.154176 0.491504 0.513651 0.350047 0.362318 0.292876 0.169411 0.1241 0.114816 0.679667 0.912456 0.478723 1.77673 1.26512 0.909619 0.595633 0.690017 0.526167
threshold=0.57995269605000022 0.45206730335000006 0.43967246490000006 0.45877368940000007 0.58388970390000006 0.58626987215000004 0.47106374065000006 0.45976168375000009 0.47777012665000013 0.59665878265000016 0.57507260265000015 40.922041107600009 0.50663153795000015 0.52041855035000018 0.59210802070000013 50.448116877400004 46.862434125350006 48.315732392000008 0.62640340110000015 40.337496327150006 43.19689381845 43.082598263550004 0.50356276755000018 0.34632196640000007 0.34560342505000002 43.509905336500005 0.34479506600000004 0.55671985870000007 48.315732392000008 0.3972336157500001
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -8 -10 20 -12 15 -14 17 16 18 -15 19 -11 21 -1 -23 24 26 -25 29 -27 -29 -22
right_child=1 3 -4 4 5 6 8 -9 9 12 11 -13 13 14 -16 -17 -18 -19 -20 -21 23 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.000248741008144465 0.01479075203707622 0.043787137932368304 -0.10459395411263217 -0.082183213953953352 0.11757020461471218 0.0074979535073718033 0.061457797389594393 -0.14652918943722404 -0.10687436284101628 0.041487335996296754 0.080120989866191983 -0.021171370506757419 -0.12184167193527724 -0.1007664294706458 -0.12967544079969176 0.076023265216881283 -0.052737754067994594 0.068921235662209548 0.047633857842835144 -0.031157852890917961 0.0048257939489819383 -0.095481423838368273 0.013489823981263336 0.062213975055928787 -0.072380954044857559 0.0080657613995269856 0.038945505469566072 -0.11944933973093533 0.020767588386763083 -0.045086444237516225
leaf_weight=187.05019574724065 0.78921013897342973 2.2046827482481595 1.0951231874932998 1.0130830976559071 0.45693913184368096 0.58436740542674648 1.1004070359049363 0.67332121553590696 0.3396767221202025 0.34409515937295621 1.4420424451782303 1.0406639241846276 0.39993359672189388 0.1188580900270606 0.21326322505410644 0.67668182612396766 1.0080501846969125 0.70520766795380041 1.0900671940889877 0.74277530185645446 6.4885511336178769 1.7393509739777067 1.3765069199725983 4.4560157570522305 3.4174961436074218 17.640584793705788 5.7164503782987586 0.81427467823959776 0.61681401170790195 3.1313560180133209
leaf_count=1580 18 28 31 41 4 6 23 36 33 25 31 25 66 144 79 10 18 23 32 32 80 34 13 36 31 286 31 22 21 61
internal_value=1.08047e-05 -0.00717352 -0.0545924 0.000482198 -0.00960298 -0.000904982 -0.00767476 -0.0749626 0.00488303 -0.00615786 0.000425348 0.0376628 0.000298356 -0.0276614 0.00864902 0.0107046 -0.00317298 0.0444465 0.0197784 -0.00815892 2.76259e-05 -0.00102034 -0.0473407 0.00474097 -0.00717724 0.0142409 0.00735251 0.00303224 -0.0590144 -0.011421
internal_weight=248.486 13.5557 1.88433 11.6714 9.46673 8.45364 7.9967 1.25769 6.73902 5.63861 234.93 2.48271 5.29893 1.43726 1.03733 3.86167 3.18499 0.824066 2.17694 1.08687 232.448 190.166 3.11586 42.2815 18.7539 23.5277 15.3364 19.0717 1.43109 9.61991
internal_count=2900 649 49 600 572 531 527 42 485 462 2251 56 429 312 246 117 107 167 89 57 2195 1627 47 568 203 365 172 329 43 141
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 0 0 0 0 1 1 1 0 1 2 0 2 2 1 2 0 0 2 2 0 0 2 2 0
split_gain=0.0796962 0.38678 0.12993 0.391486 0.383533 0.160883 0.328357 0.508779 0.296477 0.147215 0.336205 0.0937812 0.514893 0.629746 0.586708 0.668897 0.508652 1.54964 0.36278 0.722081 0.40353 0.493376 0.376646 0.509059 0.621455 0.292135 0.984499 0.78015 0.913167 0.608044
threshold=0.62406814170000013 0.47777012665000013 0.48250052395000009 0.49703601690000004 0.59210802070000013 0.49901200560000009 0.66697104880000013 0.64899254515000016 0.6461932277500001 0.67036915065000013 0.57987784795000008 0.45664800455000004 0.45877368940000007 0.56424957340000015 0.47106374065000006 42.467547400400008 0.57944372925000021 46.650420857800007 44.710446918150005 0.48627286610000009 42.541806567400009 0.58736265385000019 0.59014700160000022 42.508878681700004 37.511241581900002 0.56501302355000016 0.56055207925000017 39.420767558750008 41.093509583400007 0.56915960600000015
decision_type=2 2 2 2 2 2 2 2 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 -5 7 8 -7 -8 -11 16 -13 -14 15 -15 25 -18 20 -20 21 -16 -23 24 -24 26 -1 29 -29 -27
right_child=1 2 3 4 -6 6 9 -9 -10 10 -12 12 13 14 18 -17 17 -19 19 -21 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.00055554349075896366 -0.12577601315785722 0.061830525041307705 -0.084582163945857478 0.076283268083524286 -0.12679321939560392 -0.032305656578332197 0.10909666480903112 -0.12572123277135547 0.10839369328164511 -0.10440091998305033 0.073930917883969813 0.064225428625129866 0.045061509798568988 -0.0021293676988418503 -0.10571434630346065 -0.09708567906632265 -0.1370750393368404 0.016908482378945208 0.076380283266254276 -0.032071857604903962 -0.11072934646429258 0.11177663517309232 0.080500947660558111 0.11200021613849132 -0.10792390692895049 0.0098673106549384652 -0.045607577737547381 0.06822355242521258 -0.00093577514260195403 -0.11598972128714576
leaf_weight=215.8929562565354 0.28889369093485529 0.26676508085802231 0.58209698282007627 0.3987311692908414 0.19713008758117201 0.38601582590490557 0.30003622433287092 0.36766053059363912 0.24470175805618055 0.15077089865826565 0.35378169291652739 1.473560618032933 2.4622103126603161 1.5393187765039331 0.35831572538882062 1.4319316836772484 1.0693542246153804 1.680809309124015 1.5757506415247919 1.0057660164893603 0.40909180149901647 0.37390925642102946 0.2614218989110666 0.27632215619087219 0.52971837899531238 0.84941877517849007 4.7208398744114666 3.5245972108095884 4.1655798004940152 0.70037889806553721
leaf_count=2003 23 4 22 3 79 45 6 56 6 75 8 21 21 46 45 15 40 20 11 46 32 3 24 1 76 18 54 16 55 26
internal_value=9.41699e-06 -0.0148947 -0.00503139 -0.0110149 0.00683683 0.0188015 0.0060892 -0.0322214 0.022282 0.0536271 0.0206416 0.000225174 0.00896214 0.000996981 -0.0129817 -0.0478916 -0.000214196 -0.0429654 0.00867166 0.034127 -0.0210794 -0.000700799 0.0254049 -0.00484928 -0.0456614 0.000297315 -0.000432285 0.0177173 0.0307616 -0.0470095
internal_weight=247.838 3.53658 3.24769 2.98093 2.39883 2.2017 1.80297 0.998378 0.630718 0.804589 0.504553 244.301 11.6973 10.2238 7.76155 2.97125 232.604 2.75016 4.7903 2.58152 2.20878 1.79969 1.44137 1.06746 0.79114 229.854 220.614 9.23997 7.69018 1.5498
internal_count=2900 327 304 300 278 199 196 107 51 89 83 2573 341 320 299 61 2232 60 238 57 181 149 104 101 100 2172 2057 115 71 44
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 1 1 1 1 2 0 0 0 1 0 0 0 2 1 0 0 2 2 0 2 1 0
split_gain=0.070779 0.839108 0.382408 0.750764 0.840088 0.753826 0.635977 0.526444 0.371088 0.989082 1.0401 1.07095 3.21129 1.11332 0.96774 1.24227 0.829447 0.855088 0.412949 0.569204 0.60939 0.353263 0.336835 0.343412 0.25804 0.699078 2.12124 0.4749 0.354715 0.1811
threshold=37.064694648750013 36.921550069850007 37.858673296900008 0.37668033890000002 0.39051226010000012 37.272044000450002 0.54384599265000022 38.052786106700005 0.38780276035000005 0.38185982460000006 0.36597706655000006 0.36501901140000009 35.97706729810001 0.49850303880000008 0.52877159370000015 0.52975958800000011 0.34392682850000006 0.4942366995000001 0.53781323915000012 0.54317236010000014 36.735256530150004 0.42440346100000009 0.56793209785000009 0.56859076075000015 38.318569170500005 38.703421923500009 0.54017843775000018 38.938637541200009 0.35814795965000007 0.50300889195000009
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -6 -7 -4 9 10 11 12 13 16 -10 -16 -1 -18 -17 -20 22 -8 -21 -24 28 26 -26 -27 -9 -29
right_child=2 -3 7 4 5 6 21 24 14 -11 -12 -13 -14 -15 15 18 17 -19 19 20 -22 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=0.03009530332340013 0.060052618733347253 -0.077287699850299263 -0.04922273348819621 -0.081449742703498612 0.091620638633095428 -0.061696546913235763 0.081655530694525733 0.060129154966566602 -0.081182873287101803 0.063469989355685333 -0.055599583882877592 0.052779153100570998 -0.16741406601678582 0.1088232586795161 0.14026939729269775 -0.11666897039993517 -0.16068165785011981 0.011592755764701966 0.046404265376426987 -0.1141599446270139 0.087057101524729272 -0.010246854768547121 0.087612396610476942 -0.10123577620575104 -0.085609454724623418 0.031041610007411131 0.034019315409876794 -0.0028232811538931898 0.0010908186020338951 0.0032236504720322859
leaf_weight=2.1397861931473074 3.148988576140253 1.512373674995614 2.1742862114842856 1.0569036975502966 1.0482096405103223 1.2361698159947994 0.78690542653202988 1.6931929755955923 1.8523421031422902 2.6506840772926799 2.9548246026970437 3.8681182228028774 1.1153910408029331 1.1162641271948812 0.59117162227630649 0.37312129093334112 0.58020224103893248 0.5723201185464859 1.2102993051521482 0.8049671943153951 0.27823295623966249 0.89280482634785585 0.20610493887215853 0.18072739379340419 3.4223877463955423 5.0412525084684594 2.6146545562005485 107.47039732300618 2.5508544549811631 91.862835576434009
leaf_count=57 26 24 24 6 18 15 4 10 33 15 20 14 17 6 1 12 38 3 15 43 11 39 3 168 34 36 26 905 38 1239
internal_value=6.72626e-06 -0.00540592 0.000536129 0.0217745 -0.00223214 0.0188888 -0.00725704 -0.000264117 -0.000101477 0.008045 -0.00385386 0.0124258 -0.0158314 0.0225197 -0.0223278 0.00758461 -0.00674165 -0.0751335 -0.0181042 -0.00438324 -0.0461973 0.0328073 -0.0773064 -0.000617142 0.000231794 -0.000260617 -0.033798 0.000730048 0.0246446 -3.65492e-05
internal_weight=247.007 22.0069 225 8.16998 5.02099 3.96409 2.91588 216.83 20.4946 14.9976 12.3469 9.39208 5.52396 4.40857 5.49697 3.64462 3.29231 1.15252 3.05345 2.68033 1.47003 1.67971 1.1918 0.386832 214.656 210.412 6.03704 204.374 4.24405 199.333
internal_count=2900 480 2420 108 82 76 58 2312 456 170 155 135 121 104 286 253 98 41 252 240 225 43 214 171 2288 2240 60 2180 48 2144
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 0 0 0 1 1 2 0 0 2 1 2 2 1 1 2 2 2 2 1 1 1 0 2 1
split_gain=0.0910804 0.600287 0.567624 1.24674 0.540058 1.13549 0.935725 1.57425 1.22766 0.898162 0.84339 2.19589 0.79092 1.89908 1.22417 2.41096 1.04057 1.90248 1.39823 1.09931 0.664097 1.68386 0.861019 1.17897 0.572814 0.763147 0.551504 1.18561 0.521032 0.49101
threshold=0.39584144190000009 0.39458399450000009 0.3982365797500001 36.514114975300011 41.840895355800008 42.102795028150005 0.53592706805000012 0.53905571685000009 0.52898116820000018 0.39904493880000008 0.41917906650000009 38.994321257850011 0.54317236010000014 0.54475913895000005 41.322103772800006 0.44805544745000009 40.823855932350007 40.621691032550004 0.4323972336000001 0.43967246490000006 40.580626202750004 40.305698932850007 38.386256906100009 37.962710038050005 0.40259273675000007 0.40367054880000008 0.44751654140000008 0.56369569775000017 43.673409002000007 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 -2 6 -6 8 -8 -4 -7 11 -9 -12 -14 16 -16 17 20 -18 -20 21 22 23 26 -11 -26 -15 -28 -5 -1
right_child=2 -3 4 28 5 9 7 10 -10 24 12 -13 13 14 15 -17 18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0011045272964213724 0.04869761076905773 0.040712530380298206 0.011768550671201141 -0.11047375317212016 0.064168556603627733 0.099874668431994898 0.075988810247517358 0.01299941271878129 -0.1239441428483754 -0.060041282060185344 -0.052525684174855147 -0.12658048693358451 0.079353722475358227 -0.072796096786454267 -0.15680163921161658 0.031395995837857946 0.084644901447178733 -0.1321918986148406 0.045179899959619844 -0.065648423648662413 0.092454949964471012 -0.13027733354969015 0.015731938967988836 -0.14885980314060671 0.099329514456295759 -0.00050086896961934349 0.10166183697111864 -0.060967074163469616 -0.012862588542253939 -0.041585070735264296
leaf_weight=164.11481154261855 1.075099524110555 3.7781812296016133 1.1768588781706051 1.7398535143584015 3.345005268900425 0.91349764168262737 2.2943168878555289 2.5106813403981496 1.5372104216367004 1.5460554854944373 3.0054325745441011 2.0452813408337533 2.8193508228287127 0.92822313596844441 1.4803533311933272 1.2601695933408334 2.9886761009693137 1.2359821362624632 1.8662188649177553 1.7197224546725918 0.69177879201015535 1.0438172001886421 10.490901331268104 0.79180180008552259 0.79121038038283842 23.789249937341083 0.91693587414920308 0.87705965533814378 0.79750847304239858 2.7392737760092123
leaf_count=1373 10 23 24 56 37 4 10 31 26 15 22 24 13 68 15 32 9 24 8 39 7 20 147 29 6 530 7 193 20 78
internal_value=1.55761e-05 0.00129621 -0.00287188 -0.0415538 -0.000932867 0.0092061 -0.00832411 -0.00436981 -0.0650972 0.00240693 -0.00939724 -0.0496614 -0.00368547 0.00135682 -0.00700708 -0.0702631 0.000353694 -0.0127273 0.0341305 -0.00797043 -0.00334665 -0.00775057 0.00138161 -0.0414604 -0.00100097 0.00271253 -0.0102216 0.0221548 -0.079794 0.000403684
internal_weight=246.311 170.632 75.6783 3.61246 72.0658 30.385 41.6808 38.9667 2.71407 27.04 36.6724 4.55596 32.1164 29.111 26.2916 2.74052 23.5511 16.9765 6.57462 3.58594 15.7405 15.0487 14.0049 3.51402 26.1265 24.5805 2.72222 1.794 2.53736 166.854
internal_count=2900 1474 1426 86 1340 592 748 698 50 555 688 55 633 611 598 47 551 495 56 47 471 464 444 297 551 536 268 200 76 1451
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 2 1 0 0 0 2 2 2 1 0 1 1 1 2 2 1 2 2 2 1 2 0 0 1 1
split_gain=0.0749934 0.71724 0.462605 0.652906 1.28057 1.23922 1.04391 0.841316 1.73686 0.857295 0.628617 0.665298 1.42269 0.719782 0.863437 1.18266 0.585414 1.0315 0.455263 1.81758 0.752633 1.34598 0.746521 0.631859 1.26283 0.558188 0.497916 0.444652 0.42753 0.475404
threshold=0.39513787010000007 0.39388042275000007 40.823855932350007 0.53592706805000012 0.52898116820000018 40.036761086100007 0.42829556000000008 0.54191491270000014 0.54317236010000014 0.54511840960000013 41.093509583400007 41.840895355800008 42.448133449100006 0.41985269900000005 0.55335169605000012 0.46419268885000003 0.3982365797500001 0.39904493880000008 39.995120105550008 39.468990633150007 0.44705248345000009 38.994321257850011 39.268993001500007 38.386256906100009 0.40367054880000008 33.151194885250007 0.56915960600000015 0.56424957340000015 0.4019490434500001 0.42067602765000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 -5 -9 -10 -4 13 27 -12 -15 -16 -14 -18 19 20 21 23 26 24 -11 -26 -22 -13 -19 -30
right_child=2 -3 10 5 -6 6 -8 8 9 18 11 12 16 14 15 -17 17 28 -20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00023309060366529303 -0.0033755030916669477 0.045680849780204355 0.039722812548626023 0.046708671488778448 -0.11931409257544751 -0.087406535394977891 -0.0099820315022820447 -0.11079895101506661 0.057862357477514781 0.10535981955844916 -0.074944565779564418 0.064452100239070373 -0.064962238679363127 0.038118041598883157 -0.085198913240861748 0.039728117031249739 0.1085358712398177 -0.067382558429975925 0.057793489221769391 -0.13525925402253014 0.025811481515797131 -0.14488808160703553 0.10837805101837542 0.035269584607315808 0.027852233638585595 -0.12769804292552531 -0.056886727343034363 0.0067398439386251174 0.026454571699407688 -0.0090813635084241694
leaf_weight=165.20363575803276 2.3809340966981867 3.5470332273689555 4.4298647109462754 4.0870930403471055 1.5881394555326549 2.9819543575868002 4.1860539768385934 1.3933986183255935 2.6219958307920015 0.41730407439171768 2.1760602947324506 4.6829118691384783 1.4937127702869499 2.412081197835505 2.1223041182383899 1.1786256496525309 0.83825232088566082 1.0291763686109359 1.0542701203376061 1.0651082888434764 3.8797515561454929 0.81303056888282288 0.92647472741373338 2.0118233039975166 0.29527644302288525 1.0547788297990335 0.89623774080519059 1.8673543983895795 4.7919702560175237 17.560907950330147
leaf_count=1429 43 34 38 26 33 23 68 10 16 2 27 35 42 14 23 38 3 12 6 35 34 14 7 10 22 71 239 46 70 430
internal_value=1.23961e-05 0.00118837 -0.00259064 -0.0118354 -0.0497658 -0.00639742 -0.0421913 0.00610814 -0.0039919 0.00590597 0.00397306 2.90185e-05 0.00639403 -0.0260022 -0.00736032 -0.0405926 -0.00420434 -0.000457284 -0.00506784 -0.0109018 0.00196445 -0.028166 0.0262286 -0.00305511 -0.0466809 -0.093677 0.0102928 0.0479995 -0.00436472 -0.00146323
internal_weight=244.988 168.751 76.2368 31.6536 3.96907 27.6846 7.16801 20.5165 16.4295 15.0361 44.5832 40.1534 32.2643 7.88907 5.71301 3.30093 25.714 24.2203 12.4141 11.3598 10.2947 4.59221 5.70246 3.77918 1.76736 1.35006 4.77599 6.55027 23.3821 22.3529
internal_count=2900 1463 1437 659 76 583 91 492 466 456 778 740 638 102 75 61 557 515 440 434 399 119 280 105 95 93 273 81 512 500
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 2 2 2 1 0 2 1 1 2 0 2 0 2 2 2 0 2 0 1 0 1 2
split_gain=0.067484 0.409384 0.498667 0.41957 0.570051 0.429815 0.531078 0.388969 0.175504 0.589785 0.964366 0.826978 0.687252 0.539844 0.33261 0.409169 0.273798 0.753373 0.917184 0.820563 0.407459 0.277287 0.573469 1.66356 0.365731 0.837822 0.99064 0.624058 1.9922 0.619425
threshold=34.823977857500005 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.39458399450000009 0.43166372265000008 0.36543816055000006 37.020641110850008 36.514114975300011 36.372781240150012 0.38780276035000005 0.49850303880000008 35.131296350900008 0.38733870245000007 0.39024280710000009 37.858673296900008 0.52324780695000006 37.572218886150004 0.54384599265000022 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 39.420767558750008 0.47886290830000006 0.35585760905000008 0.52266399210000014 0.39078171310000004 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 7 -4 -5 -6 -7 -1 9 10 11 12 -2 -13 -11 -16 17 -10 19 -19 -18 -22 23 -23 25 -24 -27 -28 -29 -26
right_child=8 -3 3 4 5 6 -8 -9 16 14 -12 13 -14 -15 15 -17 20 18 -20 -21 21 22 24 -25 29 26 27 28 -30 -31
leaf_value=-0.024347691166910101 -0.037882893778258764 0.042618018589375833 0.10626152867224269 -0.14381134821364616 0.10807357642334224 -0.12369239802856163 0.04004278194730379 -0.14587207709170866 0.04106979883290271 -0.063026387173458792 0.071949016699642002 0.022792020193389287 0.025274647776671901 -0.11288637374334243 0.047638742507097404 -0.054921669585244283 -0.043558836586420187 -0.15466785406854994 0.030221240027166214 -0.0117491851251948 0.025932145056544245 -0.076630225792141668 -0.039240828571245397 0.030453051887143576 -0.025523864944644301 0.090037889672562377 -0.018818414175670158 0.12844773029905518 0.0056480768084710732 0.00063059504203385357
leaf_weight=0.83720975519099672 2.6834413811447995 2.3445630277492455 0.42902320623397816 0.24978730455040921 0.39447587728500344 0.3064239341620123 0.56034154072585807 0.38427481893450022 5.3899336692411435 2.7360027319082283 1.6582318940709235 0.39502319860912383 4.8133914098143578 1.1383159089091348 0.75598075985908486 0.8013165727534215 2.1507571166584958 0.70240257028490327 1.8161796440253963 0.93848229885770706 4.1025891554018008 3.4022173837292931 2.4801217876374748 2.5292883490910754 9.5472482649129216 1.9467322081327427 4.077652368694543 1.6247448772191981 7.0691770398407243 175.69312334841743
leaf_count=67 30 48 4 3 2 17 118 5 40 18 12 14 25 63 3 39 24 12 32 36 48 34 16 26 72 10 22 4 80 1976
internal_value=9.20588e-06 0.0109543 -0.0125271 0.0189862 -0.00579374 0.0215405 -0.0178418 -0.0625788 -0.000243528 -0.0107214 0.00185354 -0.0110183 0.00266783 -0.0779325 -0.0420274 -0.00513433 0.000458918 0.0176992 -0.0187379 -0.0729274 -0.000251745 0.000186631 -0.000320271 -0.0309682 0.000577722 0.0145272 0.0235874 0.0134586 0.0285972 -0.0007174
internal_weight=243.958 5.5061 3.16154 1.94005 1.51103 1.26124 0.866765 1.22148 238.452 14.9817 10.6884 9.03017 7.49683 1.53334 4.2933 1.5573 223.471 8.847 3.45706 1.64088 214.624 212.473 208.37 5.93151 202.439 17.1984 14.7183 12.7716 8.69392 185.24
internal_count=2900 264 216 144 140 137 135 72 2636 204 144 132 55 77 60 42 2432 120 80 48 2312 2288 2240 60 2180 132 116 106 84 2048
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 1 0 0 2 1 0 0 0 0 0 0 2 1 1 1 2 2 1 2 2 2 1 1 2 2
split_gain=0.0718401 1.13352 1.7951 0.511321 0.721931 1.13599 1.22078 1.12938 1.32454 1.09078 1.34262 1.12956 1.56129 1.17405 0.865849 0.828665 0.685767 1.47493 0.859326 1.05334 0.56937 0.53258 0.497773 1.22253 0.437922 0.686168 0.418491 0.443781 0.809137 0.747728
threshold=0.40621538280000008 0.41753240920000007 43.968221017800005 0.41808628485000005 40.823855932350007 0.4274273225500001 0.54317236010000014 0.54384599265000022 40.621691032550004 0.42194844465000009 0.54279811980000015 0.54511840960000013 0.55240861050000023 0.55754318735000019 0.55671985870000007 0.55980359870000018 41.093509583400007 0.43625939340000008 0.43706775245000007 0.44286099220000008 40.580626202750004 42.686561923500008 0.43033142720000012 40.036761086100007 41.558544840500012 41.811877919650009 0.43706775245000007 0.43808568605000003 39.468990633150007 39.268993001500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -7 14 -6 21 -12 -13 -14 -9 -16 -15 -18 -19 -20 22 -11 -17 26 -21 -26 -24 -28 29 -29
right_child=1 3 -4 4 9 7 -8 8 -10 10 11 12 13 16 15 20 17 18 19 24 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.001018614189932503 -0.12449951207102034 0.052959755682319393 0.016885047880025941 -0.10280468548045858 0.054494440308518625 0.076819239050993526 -0.017310593103206734 -0.059650486825371156 -0.11493226911013937 0.0085307381642482881 0.10851246666842251 -0.071714116225437052 0.069199720886614011 0.052683736291326888 0.076253339688635499 0.10341380480107254 -0.13298179737879576 0.05825974158297248 -0.081559786375077131 -0.080819120711329712 0.088594719440747469 -0.13059835052971089 -0.068336633067553859 -0.15703123247399964 0.087101209855638434 -0.00044573197446108587 0.11330816358996419 -0.0039644966286560696 -0.12997129464540275 0.10724817872366033
leaf_weight=181.35761949985317 1.8914628541533596 1.7964141467236903 1.7097817523026604 2.5852981072384891 4.3797828303650013 1.7178673222661007 4.7184962169267237 2.0220602372428393 1.0905623430298863 0.37360188877210276 1.0316081903874899 2.6054491801187423 2.9217960184905705 2.3537370450067128 1.6761839437531296 0.37999220506753584 0.85381327616051095 2.3281399030238417 1.6848081710631984 0.61248568165683437 0.6586013592313974 1.0439440806658238 0.84535146024427366 0.55261315574534808 0.96130092033126757 13.031302325525756 0.36731701088137914 4.530672844251967 0.44238963430689171 0.69764503934129596
leaf_count=1638 54 11 37 21 35 11 39 37 23 5 4 20 18 26 18 6 15 10 23 23 7 75 24 31 21 344 3 290 25 6
internal_value=1.4843e-05 -0.00292774 -0.0573736 0.000437551 -0.00123337 -0.015237 -0.0475726 0.000527501 -0.00935377 0.00789642 0.00104824 0.00579156 0.00191745 0.00966951 0.000105002 0.0120085 0.00170019 -0.00446264 0.00143118 -0.00669072 -0.000698509 -0.0939301 -0.00822266 -0.0139275 0.001946 0.0055688 -0.00243879 0.00678722 -0.000112619 0.0108753
internal_weight=243.222 61.8645 3.60124 58.2632 56.4668 22.2851 7.30379 14.9813 13.2634 34.1818 29.802 28.3844 27.3528 24.7474 12.1728 10.1508 21.8256 19.4719 18.618 16.2899 8.47458 1.41755 7.81598 7.43599 14.6051 13.9926 6.88338 6.03802 5.67071 5.22832
internal_count=2900 1262 91 1171 1160 541 60 481 470 619 584 504 500 480 447 410 462 436 421 411 392 80 385 379 388 365 348 324 321 296
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 1 0 2 2 2 2 1 1 1 1 2 0 0 2 1 0 0 1 0 0 0 0 0 2
split_gain=0.067928 1.78023 0.347921 1.3616 1.88114 1.57362 1.16733 1.09766 0.663829 0.641392 0.718439 0.789582 0.901754 1.3223 0.771617 0.631618 0.553283 0.481309 0.333008 0.327428 0.80478 2.30618 0.698279 0.528278 0.899477 0.690343 0.7628 1.01411 2.2861 0.646634
threshold=40.496232821400007 40.380906245900007 0.47943175355000006 39.039757512550004 0.47760546090000006 0.47778509625000004 0.34545372890000009 0.48181192180000004 40.305698932850007 40.08085804200001 39.749124837650008 39.420767558750008 0.36000419150000007 0.36254902550000007 0.39135055835000004 0.39051226010000012 39.268993001500007 0.54475913895000005 0.49811382890000006 35.818873074050011 0.36597706655000006 0.50482021495000018 0.51929582950000019 0.38991347565000006 0.52772372085000019 0.52937037810000021 0.53978922790000017 0.54095685760000012 0.54384599265000022 38.771633980050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 9 10 11 12 -9 -14 -12 -13 18 -16 -15 20 -20 -22 -21 -24 29 -26 -27 -28 -29 -25
right_child=-2 -3 6 4 -6 -7 7 8 -10 -11 14 15 13 16 17 -17 -18 -19 19 22 21 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.005548913341499144 -0.001284558777392041 0.072255768766840603 0.052738778378421031 0.0063989937851688097 -0.093460127887996292 0.10981521938365327 -0.098233805063120627 0.066939489496943352 0.059327052823719334 -0.046663151623099419 0.053407619249658124 -0.076920938049270707 -0.11618544811159646 0.041782831922063959 -0.03673577049561904 -0.0078737929952865573 0.043760029614170484 0.030620101876969855 0.061564840469081172 -0.035878017497038804 -0.19840660417777223 0.014540729673930546 0.034614826128661305 -0.077788326787823187 0.055188621809617269 -0.073009836809335801 0.078543390175589978 -0.18639488034865728 0.0061264660888314514 -0.0072774507180816518
leaf_weight=7.3147989817225625 151.08225232628683 3.4857796654105178 4.3262443952262393 3.6723309009103096 3.8791421502828598 1.410356171429157 1.1379636526107777 1.9784836284816254 1.8840712364108174 2.9224786003869658 5.0318044088780862 2.4613393582403651 0.99253430962562461 1.636813414050265 2.2139596715569496 2.8692234720947454 2.7738535036332896 2.0369941925673629 2.4462920203804961 7.3293561912141767 0.56684006471186865 4.9470890651318769 3.6183457300066975 2.6118673016317215 2.3646294753998509 1.4101373555604357 1.6063302247785021 0.66343636158853669 8.772313513356492 2.5906512700021267
leaf_count=151 1784 24 24 28 23 7 11 13 18 39 23 16 6 9 17 32 19 29 13 45 5 220 16 43 14 27 7 9 216 12
internal_value=1.52831e-05 0.0021744 -0.000618438 -0.0138085 -0.044898 0.0130988 0.00239717 -0.000859902 0.000825933 -0.000900446 0.00129482 -0.00330938 0.000885904 -0.00206209 0.0269078 -0.0397557 0.000551588 -0.00445983 -0.00240309 -0.00426102 0.0138281 -0.00735057 -0.00891092 -0.000549216 -0.00690485 0.00565542 -0.00375075 0.00509404 -0.00740989 -0.0426767
internal_weight=242.038 90.9555 87.4697 16.2766 7.55147 8.72516 71.1931 66.8668 65.7288 63.8448 60.9223 51.6395 46.309 44.3305 9.28276 5.33056 43.338 4.25095 40.5641 38.9273 7.96022 5.51393 30.9671 23.6377 20.0194 14.8168 12.4522 11.0421 9.43575 5.20252
internal_count=2900 1116 1092 209 51 158 883 859 848 830 791 722 674 661 69 48 655 46 636 627 238 225 389 344 328 273 259 232 225 55
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 1 1 1 0 2 2 2 1 1 0 1 2 2 0 1 1 2 1 1 1 1 1 0 2
split_gain=0.0646004 0.927359 1.62914 0.45716 1.22744 1.74755 1.31834 2.38636 0.95728 1.16802 0.681596 0.501442 0.441079 0.576099 0.426408 0.801466 0.405658 0.522077 0.897769 1.67763 0.436497 0.484051 1.1093 0.480307 0.604216 0.629864 0.667446 1.24097 1.53092 1.2218
threshold=0.40621538280000008 0.41753240920000007 0.53321756835000012 40.823855932350007 40.036761086100007 0.42829556000000008 0.41808628485000005 0.41917906650000009 0.42194844465000009 0.54279811980000015 39.749124837650008 42.686561923500008 39.468990633150007 0.42067602765000006 0.39971857130000005 0.53781323915000012 0.39584144190000009 36.514114975300011 43.633733172900008 0.52511900840000014 0.39458399450000009 0.39167988980000007 40.496232821400007 0.39024280710000009 0.38906020780000011 0.38780276035000005 0.38398550940000004 0.37982395740000008 0.51017933595000009 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 6 -6 -3 -8 -5 11 12 -10 13 -9 16 -16 20 -18 19 -19 21 23 -23 24 25 26 27 28 -1 -30
right_child=1 3 -4 8 5 -7 7 10 9 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012347538065540752 0.019493590089235083 0.10535588881179843 -0.11868160808758366 0.050730242121358175 -0.11607732375729843 -0.0078730101030804276 -0.16831281915003304 -0.078113552975256129 0.0078243632368099163 0.0054386814075252123 0.051976516695102871 -0.1289271774923281 -0.06803151132898437 0.0074040883599726867 -0.019436011618473987 0.059804874293816271 0.04042976502045155 0.041422311060467877 0.016041393490862695 -0.11834252615763946 0.035330768648552995 0.020047996324447846 -0.1095463975999454 0.024764209228256822 -0.038686683629728005 0.049196905347976404 -0.035966999093716014 0.046540184763057831 -0.00099974271808426856 -0.10273361215925109
leaf_weight=132.55090252175432 1.6185014311340631 1.1834509784821481 1.804804798288387 4.4783658757805815 2.3654472352936855 4.044896468945808 0.83774102013558049 0.85137490258784865 0.37276931339875108 27.984679179986415 2.5714494672429273 0.95528043922604411 1.0070510309960798 10.540149078591638 2.0982625549659124 3.2587133632041514 1.0071345658507187 0.93333734502084587 1.8918517266865817 2.2219252297654748 3.6316734480205914 1.3764009946025901 1.2699058104044523 8.0654482371173781 3.9878722792491308 2.6365935057401648 5.0162040446884921 5.7785582011565557 2.1647133971564463 2.5964630662929267
leaf_count=1146 35 6 56 37 19 68 9 10 5 504 27 75 18 393 30 26 12 9 27 60 23 22 56 48 24 12 35 34 16 58
internal_value=2.7199e-05 -0.00279733 -0.0533539 0.000228773 -0.0105147 -0.0478009 0.00355248 -0.00406904 0.00766899 0.00109013 0.00512224 -0.0905425 -0.00459528 0.00101271 0.000975812 0.0287672 0.000125709 -0.025308 -0.0384258 -0.0710835 0.00103644 0.000283641 -0.0421416 0.000973275 -0.000266839 0.000749546 -0.000112912 0.00114399 -0.000766433 -0.0564794
internal_weight=241.102 60.616 3.42331 57.1927 23.4016 6.41034 16.9912 15.8078 33.7911 29.3127 14.97 1.32805 12.3986 11.3915 180.486 5.35698 175.129 6.05425 5.04711 3.15526 169.075 165.443 2.64631 162.797 154.731 150.743 148.107 143.091 137.312 4.76118
internal_count=2900 1262 91 1171 550 87 463 457 621 584 448 80 421 403 1638 56 1582 108 96 69 1474 1451 78 1373 1325 1301 1289 1254 1220 74
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 1 1 1 1 1 0 1 1 1 1 1 1 1 2 1 0 0 2 2 1 2 2 2 1
split_gain=0.0721966 0.617687 0.61669 1.08022 1.61989 0.632945 0.557257 0.433195 0.987775 0.859339 0.618324 1.3982 0.412957 0.380838 1.00913 0.471949 1.01665 0.689119 0.267867 1.5315 0.386618 0.855467 0.846432 0.259004 0.968335 1.43411 0.890674 1.06296 0.673044 0.647584
threshold=0.54475913895000005 0.54317236010000014 0.41865513010000005 38.386256906100009 39.945535567850008 0.54017843775000018 0.41753240920000007 0.41917906650000009 0.40367054880000008 0.39685937550000011 0.4211999641000001 0.55240861050000023 0.4211999641000001 0.42440346100000009 0.42970270350000012 0.4323972336000001 0.4355408521000001 0.43672345135000007 0.40621538280000008 43.968221017800005 0.39971857130000005 0.53592706805000012 0.53781323915000012 40.79983011445001 41.134354310300004 0.34560342505000002 40.305698932850007 40.496232821400007 41.21013581150001 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 12 18 8 9 -2 -9 -12 -6 -13 -15 -16 -17 -18 20 -20 21 23 -22 26 25 -25 29 -28 -26 -1
right_child=7 -3 3 4 5 -7 -8 10 -10 -11 11 13 -14 14 15 16 17 -19 19 -21 22 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=0.0038785146062092764 -0.066422789767875204 0.036725510877831144 0.066413860096411009 -0.18766673282975133 0.00022505315255140561 0.0028932672499099692 0.045493710179409688 0.042277029979373167 -0.11630697129048458 0.076339133286248625 -0.052532000425008551 0.071151914284492704 -0.11797613918949418 -0.12312581049297711 0.062726280114244387 -0.11006505092286441 0.056244564603317726 -0.00013677560355437093 -0.12326887293584915 0.034371226977631918 -0.0174924134710868 -0.05984634889766044 0.068608761711069471 -0.088776624384108965 0.049666348112552286 0.0091904962075930775 0.071454139386531348 0.0066432349355926004 -0.0014422320562747562 -0.033245652202400118
leaf_weight=55.713860500014562 0.83093993843067371 4.688422006671316 0.91825911856721987 0.74269606173038472 0.4290553964674475 2.5496735237538815 2.769784662872552 3.0596479852683833 1.0845253867664721 0.85598429618403316 5.2483200104907146 0.79530354868620534 0.95003870133587043 0.64122631959617038 1.2942614539933845 0.80174579247250122 2.3361752242781213 30.081957497964595 1.0647729252232232 1.4631649963557718 2.0982635898981234 2.3564297620032439 2.5046448335051537 3.0953906513750544 2.652464820072054 2.8887332552112639 4.1734454144025204 6.4285213587572798 90.150250333856093 5.1315366876078761
leaf_count=433 27 33 13 5 5 16 15 21 51 13 39 8 78 26 26 18 17 851 22 29 30 23 13 24 13 19 29 44 882 77
internal_value=1.55714e-05 0.000872615 -2.11144e-05 -0.0327391 -0.0522294 -0.0266263 0.000981041 -0.00349732 -0.0418503 0.00601791 -0.00109568 -0.00431676 -0.0812021 0.00272202 0.00117397 0.00348329 0.00117515 0.00392628 0.000295032 -0.0320271 0.000756158 -6.66683e-06 0.029359 0.000821651 -0.00249556 -0.0414847 0.0054082 0.0321559 1.85411e-05 0.000747563
internal_weight=239.799 192.769 188.081 5.58972 4.67146 3.92877 182.491 47.0301 2.77145 1.68692 44.2586 41.199 1.37909 35.9507 35.1554 34.5141 33.2199 32.4181 179.721 2.52794 177.194 172.591 4.60291 170.234 98.7868 5.98412 71.4474 10.602 92.8027 60.8454
internal_count=2900 1803 1770 117 104 99 1653 1097 91 40 1006 985 83 946 938 912 886 868 1638 51 1587 1544 43 1521 938 43 583 73 895 510
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 1 1 1 1 1 1 1 1 0 1 0 2 2 1 2 1 0 2 2 1 2 2 0 0
split_gain=0.0692059 1.41861 0.497973 0.745932 0.613555 0.891909 0.386171 0.843065 0.573377 0.30591 1.05284 0.60277 0.581041 0.392136 1.04771 0.342201 0.238786 0.26711 0.770044 0.229596 1.35399 0.447907 0.695998 0.210603 0.776437 1.13057 0.737721 0.915878 0.657747 0.673316
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 50.065525775750011 0.42440346100000009 0.42970270350000012 0.4323972336000001 0.4355408521000001 0.43672345135000007 0.42829556000000008 0.42922367590000005 0.42194844465000009 0.43166372265000008 0.41917906650000009 0.54279811980000015 0.41753240920000007 0.54475913895000005 41.590548329450009 42.898324343550009 0.40621538280000008 43.968221017800005 0.39971857130000005 0.53592706805000012 40.79983011445001 41.134354310300004 0.34560342505000002 40.305698932850007 40.496232821400007 0.52772372085000019 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 -6 -7 -8 -9 11 -11 13 -12 14 15 19 17 -14 -19 21 -21 22 23 26 25 -25 28 -28 29 -1
right_child=1 2 4 -5 5 6 7 8 -10 10 12 -13 16 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00063019859855848554 -0.087691174108535011 -0.10955469975891635 0.099048368984130636 0.039703147849939578 -0.12074805898936335 0.056974339538040923 -0.10137996035039737 0.051853682840080309 -0.00012309456714350414 0.10005684067514271 -0.066138176489079895 -0.042263468599984463 0.10957611776219518 0.023582268420084956 -0.062008423262277894 0.035385716127391449 -0.0097907715277822591 0.11547129343598411 -0.10717071614131653 -0.12086157071883928 0.031172315898880462 0.033120399759843218 -0.054079284421873611 -0.078391505759405622 1.8726216888914438e-05 0.0083062858100231077 0.066865795752812915 0.0059942155072623474 0.04185896283177367 -0.047560256226411579
leaf_weight=54.027044309896155 1.9183247688051768 0.94504718399548326 0.65080062672495742 0.51855385361704975 0.59104333270806719 1.2830582925816987 0.78435293515212734 2.2834749501198521 30.082652123499884 1.3611199065344397 1.0447098288277632 3.2916522435843936 0.51447836961597226 7.3273601653054348 2.6857149255229151 2.8341471385210744 1.0560996467247603 0.33515274524688721 0.28956027660751715 0.98164844769053106 1.4525766131700946 4.1821345498319706 2.3474543476477256 3.1516860499978057 92.756232285042643 2.877253292594105 4.0219732654513773 6.4129713277798146 3.6449729206506154 3.0637388476170591
leaf_count=428 34 51 5 13 26 26 18 17 851 17 22 30 4 41 39 18 7 1 44 22 29 41 23 24 895 19 29 44 32 50
internal_value=1.46534e-05 -0.00383502 0.000496367 -0.0566726 0.00284176 0.00105412 0.00314482 0.0010614 0.00354394 0.000767724 0.0262538 0.000166549 -0.00475079 0.000894854 -6.46462e-06 0.000909717 0.0244627 0.0562177 0.0122747 0.000363606 -0.0301383 0.000784312 -5.4718e-07 0.000746396 -0.00224152 -0.0370158 0.00489364 0.0294561 0.000673579 -0.00195591
internal_weight=238.717 39.0573 37.139 1.4636 35.6754 35.0246 34.4335 33.1505 32.3661 199.66 4.60112 195.059 3.24 191.767 184.44 181.754 2.19529 1.13919 0.624713 178.92 2.43423 176.485 172.303 169.956 98.7852 6.02894 71.1707 10.4349 60.7358 57.0908
internal_count=2900 1041 1007 64 943 938 912 886 868 1859 95 1764 78 1734 1693 1654 56 49 45 1636 51 1585 1544 1521 938 43 583 73 510 478
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 2 2 1 0 1 2 1 0 0 0 0 1 1 0 1 1 1 2 2 1 1 0 0 2
split_gain=0.0709712 0.543632 0.763749 0.484518 0.787545 0.55458 0.837699 0.417901 1.22749 0.392236 0.334187 0.300872 0.277805 0.276742 1.90884 1.15568 0.509242 0.47452 0.633476 0.446509 0.41139 0.755773 0.931687 0.586644 0.52764 0.505189 1.31949 0.52321 0.25373 0.260211
threshold=43.19689381845 43.082598263550004 0.50356276755000018 43.022303514600004 42.898324343550009 42.852084787850011 42.718072821900002 43.542456167850005 0.34632196640000007 0.51818807820000012 0.34566330350000002 43.740100730350001 0.34587287805000005 0.5089817670000002 0.52366695610000014 0.49967066855000003 0.48041974790000003 0.34479506600000004 0.34569324270000007 0.3972336157500001 0.38780276035000005 0.39167988980000007 0.40105086675000007 44.215931556700006 47.833738492450003 0.4019490434500001 0.41640968835000008 0.53321756835000012 0.41155953415000007 42.027086531450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 8 -2 -10 -6 -9 -8 15 -15 16 17 19 -19 -13 -16 -22 24 -24 -23 -25 -27 -28 -1 -30
right_child=7 2 -4 -5 10 -7 12 11 9 -11 -12 13 -14 14 20 -17 -18 18 -20 -21 21 22 23 25 -26 26 27 -29 29 -31
leaf_value=0.053985064883379223 -0.035268845927053087 -0.087089431156069708 0.011753181490500295 0.047105666767735768 -0.016246009881649381 0.047740040864843014 -0.078817567782397902 -0.030876562318644985 0.079069734890676785 0.023672470736125488 -0.087168731627823015 0.0054277572478285746 -0.021353315259641018 -0.14220464176302872 -0.056479099055618778 0.080563033136395706 -0.039032441016801929 0.052017724730117169 -0.0058682111388677922 -0.047715879633353955 0.077132444170865289 -0.13363281127680235 0.049578451967668372 0.11238131324375432 -0.018121509689515324 -0.12315559720244872 0.089709646808894095 -0.0026590452189610195 -0.0016259457578572307 0.0088030622680163803
leaf_weight=0.87849540970637363 2.3103404962894265 1.7160375864623341 1.4358326401852535 2.1420043806429012 1.2288461856660426 2.4076695554649623 1.6773135413823177 3.0197173377528079 2.6685099354945123 2.4530223020992707 1.44637314609281 6.4232988663134254 1.687868010420061 0.98785654539097123 1.1826790228951747 2.079083078657276 2.6062242428888558 4.3097416302189222 3.3679203470237553 2.0971675359178334 1.321684075519445 0.77051420416682848 2.5880277576798099 0.36642292398027976 0.81238299779943191 0.89810484807821822 0.65544058656814641 9.5233113081631 144.03900545214992 28.689557978170342
leaf_count=76 34 34 21 22 13 22 24 44 21 33 31 63 20 54 20 25 36 20 29 48 8 18 25 3 26 33 26 248 1554 269
internal_value=1.44623e-05 -0.000881959 -0.0420617 -0.000177315 -0.000733632 6.95779e-05 -0.000578969 0.00334394 0.0252405 0.0525365 -0.0545908 -0.000439701 -0.0499953 0.00185865 -0.00683843 0.00981568 0.00199358 0.00859452 0.0266252 -0.00765264 0.000541973 0.00452391 -0.00162213 0.00658237 -0.0743495 -0.00314168 -0.00696319 0.00328885 0.000378913 0.000106273
internal_weight=237.79 187.349 3.15187 184.197 182.055 179.38 176.972 50.4415 7.43187 5.12153 2.67522 43.0096 3.36518 39.9899 19.1064 20.8834 18.8044 16.1981 7.67766 8.52047 18.1186 16.9359 15.6142 14.0313 1.5829 11.4433 11.0769 10.1788 173.607 172.729
internal_count=2900 2086 55 2031 2009 1965 1943 814 88 54 44 726 44 682 461 221 196 160 49 111 407 387 379 335 44 310 307 274 1899 1823
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 0 1 1 1 1 1 1 1 0 1 0 2 1 0 2 2 2 2 1 1 2 1 2 1
split_gain=0.0586769 1.18326 0.404987 0.690318 0.536665 0.314314 0.526683 0.482571 0.692668 0.460715 0.258851 0.927128 0.500267 0.480087 0.325444 0.666348 0.651083 1.75973 0.509953 0.209723 0.244904 0.700077 0.185328 0.825086 0.532334 0.773424 0.379905 0.312753 0.215429 0.546542
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 50.065525775750011 0.42440346100000009 0.43166372265000008 0.56424957340000015 0.4323972336000001 0.4355408521000001 0.43672345135000007 0.42829556000000008 0.42922367590000005 0.42194844465000009 0.43166372265000008 0.54422023290000021 0.41985269900000005 0.54095685760000012 41.261521012900012 0.41753240920000007 0.54475913895000005 41.590548329450009 42.898324343550009 48.680511450650009 45.154229826150008 0.37668033890000002 0.36501901140000009 48.988717865950008 0.40850573335000007 43.411469133450005 0.3982365797500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 -4 6 -6 -7 -9 -10 12 -12 14 -13 16 -16 18 -18 22 20 -15 -22 23 28 25 -25 -24 -26 -1 -30
right_child=1 2 4 -5 5 7 -8 8 9 -11 11 13 -14 19 15 -17 17 -19 -20 -21 21 -23 26 24 27 -27 -28 -29 29 -31
leaf_value=-0.00039588326843702074 -0.081558429145526135 -0.10857180732577727 0.0952925762883087 0.038242912231493571 -0.11365043042569319 0.08539353213835596 0.023337695110790549 -0.092877920642294234 0.046995397593348601 -0.00020123521732038816 0.096474797957016828 -0.06041177285589993 -0.038416669053607425 0.10769215082625549 -0.01102489440263563 0.061034632723791553 -0.095278734331789572 0.020213729790965442 0.039520724405401622 -0.0086114961385643854 0.11380651203560022 -0.10675504609836942 0.034417396061901209 -0.06144668068163639 -0.12634043474852788 0.042310071030003261 -0.0096995357526428599 -0.03273530625229272 0.0045783017087655071 0.057111045309857847
leaf_weight=146.43233099587451 1.8513411720196007 0.84806753947486757 0.61153431609272857 0.51459943223744631 0.61424928664928191 0.68853137083351512 0.51679496717406437 0.77077802007261098 2.2210165821015826 30.077019499286962 1.2773989415145468 1.0330820752133152 3.3038199198199427 0.47395976772531889 2.5203029832337043 2.6145105361938477 2.5038639105623579 2.7885808787541464 3.4000030821189275 1.0603644899092612 0.30790317058563232 0.27019084439234575 4.5139093697071067 1.713322254829108 0.94126574229449012 1.2372240575496105 3.4390801075496711 0.574996009003371 15.687864075851396 2.2665839828550807
leaf_count=1269 34 51 5 13 36 6 10 18 17 851 17 22 30 4 30 13 20 23 22 7 1 44 20 37 34 21 42 21 170 12
internal_value=1.37996e-05 -0.00354731 0.000370625 -0.0531285 0.00242419 0.000796367 -0.051058 0.00253376 0.000808518 0.0030443 0.000708819 0.0246296 0.000163288 -0.00454705 0.000831906 0.0256659 0.000144474 -0.0344259 0.00115976 0.0227737 0.0544068 0.01072 0.000422081 -0.000280556 -0.0426868 -0.0179394 0.0153401 -0.0908435 0.000871729 0.0112101
internal_weight=237.074 38.7139 36.8626 1.36267 35.4999 34.8884 1.13104 33.7573 33.0688 32.298 198.361 4.4229 193.938 3.1455 190.634 5.13481 185.499 5.29244 180.207 2.11242 1.05205 0.578094 176.807 168.854 4.46681 2.95055 7.95299 1.51626 164.387 17.9544
internal_count=2900 1041 1007 64 943 938 46 892 886 868 1859 95 1764 78 1734 43 1691 43 1648 56 49 45 1626 1564 113 58 62 55 1451 182
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 1 1 2 0 1 1 0 1 2 1 1 1 1 0 2 1 0 0 1 2 2 0 1 1 1
split_gain=0.0622842 0.520675 0.974589 1.19493 1.36566 0.829162 1.74729 0.684778 0.658141 0.399641 0.408957 1.02904 0.402937 0.719266 0.471109 0.556876 0.504121 1.09795 1.13422 1.11633 1.13028 0.73954 0.693828 0.663598 0.505673 0.681662 0.428062 0.536795 0.437989 0.453594
threshold=0.39584144190000009 0.53484925600000011 43.968221017800005 0.51589772760000019 36.625813070500008 0.40621538280000008 0.41753240920000007 44.215931556700006 0.53136133645000017 0.39458399450000009 0.39167988980000007 0.53136133645000017 0.39024280710000009 39.468990633150007 0.38906020780000011 0.38780276035000005 0.38398550940000004 0.37982395740000008 0.51017933595000009 39.852039223600009 0.36106703390000006 0.50356276755000018 0.50579323975000012 0.36597706655000006 38.592454371550012 39.134693790050008 0.46594413340000007 0.36000419150000007 0.31810424840000007 0.33263974130000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -5 -3 -7 -4 -9 10 12 -12 14 -14 15 16 17 18 21 -20 -21 23 -23 24 26 -26 28 -28 -1 -30
right_child=1 5 7 4 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.025049172749194631 0.053464068572168212 0.036042424852695418 0.078492548963727926 0.029621064963336899 -0.11583227602250908 -0.11482467174493659 -0.00044691863257336563 -0.10444446082972303 0.018990825780695428 0.034220940806316179 -0.10976744940190952 0.019793302031712444 -0.003198886447969812 0.057799519591039683 -0.033926186368617842 0.046990459489438592 -0.031291191554555196 0.044392511588583025 0.0028596953497468085 -0.017532225375874639 -0.1545959835038021 0.058169382221291588 -0.0026434007476160712 -0.041450221795212565 -0.044540399164421041 -0.00051811222229772953 0.04864614629755689 0.0062842842623292072 -0.12027955843861537 -0.011172097670328918
leaf_weight=1.4076454595196985 0.7942466406384473 5.9377295083831987 1.1093237791210415 0.84117677947506342 2.7748321684193797 1.3696018910486589 53.823824981656799 0.62630243205421754 1.3920297222211955 3.5556369342375538 1.139726868757861 1.3265610412054227 4.5023611532524219 3.3875322442036122 4.0285905776545397 2.5574658699333659 4.9981181169860056 5.6065765833482137 2.1663582329638293 1.0558436214923861 1.3986172032309694 4.2339029740542165 3.368992717936635 3.9099027393385759 3.6435064270626745 101.63856835939805 5.6041152528487128 6.4158683588466374 0.59954302424739569 1.0454423754090383
leaf_count=31 24 55 11 17 83 54 1092 76 14 23 58 20 28 20 24 12 35 34 16 8 50 32 31 34 27 833 36 40 34 48
internal_value=1.35789e-05 -0.00252294 -0.0273205 -0.057601 -0.0819961 0.000534772 -0.00328515 0.0153775 -0.019312 0.0010529 0.000333946 -0.0400796 0.000950844 0.0229908 -0.00018069 0.000727738 -7.66189e-05 0.00102134 -0.000760234 -0.0494581 -0.0956348 0.000946205 0.031222 -0.000906165 0.00041097 -0.0020416 0.0175421 0.0260348 -0.0158985 -0.0509382
internal_weight=236.26 68.6691 7.53791 4.41026 3.61601 61.1312 55.1934 3.12766 2.01833 167.591 164.035 2.46629 161.569 7.88989 153.679 149.65 147.093 142.095 136.488 4.62082 2.45446 131.867 7.6029 124.265 120.355 105.282 15.0726 12.02 3.05263 1.64499
internal_count=2900 1426 225 124 100 1201 1146 101 90 1474 1451 78 1373 48 1325 1301 1289 1254 1220 74 58 1146 63 1083 1049 860 189 76 113 82
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=2 1 2 1 1 1 1 1 1 2 1 0 0 1 1 2 1 1 2 1 1 2 0 2 1 2 2 0 2 1
split_gain=0.0591307 0.420659 0.374024 0.341374 0.48147 0.42044 0.375087 0.299977 0.220582 0.121443 0.646263 0.997167 1.14745 0.494238 0.479591 0.691956 0.351493 0.537851 0.296207 0.545678 0.790255 0.773468 0.518524 0.381397 0.285499 0.18711 0.530958 1.2199 0.474728 0.230997
threshold=33.96174662340001 0.38185982460000006 34.542090938800008 0.38573695400000008 0.38906020780000011 0.39458399450000009 0.43166372265000008 0.36543816055000006 0.43625939340000008 37.064694648750013 0.38780276035000005 0.52877159370000015 0.52975958800000011 0.37027334510000004 0.36543816055000006 36.514114975300011 0.39458399450000009 0.46208197360000008 37.858673296900008 0.37668033890000002 0.39051226010000012 37.272044000450002 0.54384599265000022 38.052786106700005 0.42440346100000009 38.318569170500005 38.703421923500009 0.54017843775000018 38.938637541200009 0.35814795965000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -3 -5 -6 -7 -1 -8 10 13 -12 -13 14 15 -4 -14 -18 19 -11 -21 -22 -23 -20 -24 29 27 -27 -28 -25
right_child=2 3 9 4 5 6 8 -9 -10 18 11 12 16 -15 -16 -17 17 -19 23 20 21 22 24 25 -26 26 28 -29 -30 -31
leaf_value=-0.027134400549458721 0.045035910690423259 0.10508402112753518 0.029053094563780042 -0.13722105066892176 0.10765370058636864 -0.12063749196945424 0.065838585876961037 -0.13740434899172918 -0.10418477049279079 0.053639102544527209 -0.12332842043116191 0.1272540414145559 0.0403855269998682 0.03510724434280036 -0.043312054735489179 -0.039943487184593195 -0.11026590999801658 0.040586712533426328 -0.042759611010081279 -0.079586312923904431 0.095066098665906873 -0.060462488114600144 0.077119615080516971 0.05160989945798812 -0.010582083583705972 -0.070644545731386441 0.031923753537186482 0.024786911589587787 -0.00016262399853231698 0.0019348663936075859
leaf_weight=0.82342616382811618 1.8441723067699047 0.3538694530725478 4.2197348169866 0.22936865687370289 0.37684863805770852 0.25342682035989128 0.36825999501161277 0.35223284224048257 0.096248088483207539 2.9321997782681128 1.1482624344062053 0.48612955212593112 0.35189632885158051 3.2665030136704436 2.9663388133049011 2.2172972148837289 0.94740250519680536 0.31491231568725198 2.090515602274535 1.0124263167381284 1.0016918084220381 1.1008052574470641 0.69085936248302438 1.5639747881796204 0.80217070014987257 3.2132662441581479 4.7254046412126618 2.2970519621267158 190.60309948458598 2.3318352513306309
leaf_count=67 36 4 39 3 2 17 9 5 109 26 30 1 3 17 15 19 62 42 24 6 18 15 4 10 39 34 36 26 2144 38
internal_value=4.42675e-06 -0.0143026 0.000180312 0.0178343 -0.00548253 0.0221181 -0.0227801 -0.0601718 0.030609 -0.000178904 -0.00860606 -0.0483977 -0.00743283 0.00159666 -0.0100441 0.00528656 -0.0479946 -0.0726324 0.000446886 0.0199154 -0.0015442 0.0204309 -0.00839192 -0.00026287 0.0299995 0.000171058 -0.000249986 -0.0308626 0.000613613 0.0218769
internal_weight=234.982 2.85368 232.128 1.67802 1.32415 1.09478 0.717935 1.17566 0.464508 230.284 15.9185 3.2486 2.10034 12.6699 9.40337 6.43703 1.61421 1.26231 214.365 7.54015 4.60795 3.59553 2.59384 206.825 1.49303 204.735 200.839 5.51032 195.329 3.89581
internal_count=2900 216 2684 144 140 137 135 72 118 2648 228 138 108 90 73 58 107 104 2420 108 82 76 58 2312 43 2288 2240 60 2180 48
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 1 2 2 1 1 2 2 1 1 0 1 0 0 0 1 1 1 1 1 2 1 1 0 2
split_gain=0.0645172 0.478244 0.462699 0.604467 0.642254 2.09826 1.37687 0.391663 0.671886 0.778514 0.950756 0.666382 0.687455 0.567235 0.578155 0.311172 0.274436 0.767572 0.285695 1.30773 1.84076 0.964635 0.365218 0.752731 1.92212 1.42693 1.37627 0.455189 0.996496 0.271275
threshold=0.47727612945000003 0.47760546090000006 0.47577916830000005 0.34479506600000004 42.686561923500008 42.718072821900002 0.34494476210000008 38.938637541200009 37.962710038050005 0.34307356065000005 0.34427112960000006 39.945535567850008 40.79983011445001 0.33672644530000007 0.31810424840000007 0.46768060835000008 0.3447651268000001 0.48015029490000011 0.47868327295000007 0.47796473160000008 0.34545372890000009 0.34491482290000003 0.34515433670000012 0.34536391125000004 0.34542378970000004 41.495754733000005 0.34545372890000009 0.34569324270000007 0.47976108500000009 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 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 9 13 -11 -9 -13 14 -1 -12 17 -3 19 -18 -21 -20 -23 25 -25 -24 -26 -28 -29 -14
right_child=1 16 3 4 5 6 -8 11 -10 10 15 12 29 -15 -16 -17 18 -19 21 20 -22 22 23 24 26 -27 27 28 -30 -31
leaf_value=0.022601228500985206 0.029523572532187542 -0.050049409401710078 -0.072693812950651901 -0.034743496477477563 0.13618854983705575 0.060028517484502664 -0.11429155054324168 0.054326750912590344 -0.089792574862705019 0.039184096690075471 -0.11302900704412125 -0.074033099799617794 0.022899868631207874 0.068686856194360255 -0.087747866013615172 -0.28735205007111231 0.012080387467417455 0.016449009541402458 0.052355717323886879 -0.15987522854051003 0.0072860962141347609 -0.027248849965607974 0.067873598538092356 -0.13969512160497671 0.11074260048864888 -0.014533828445565361 -0.025752809793778926 0.057326149103168716 -0.00036603228417767854 -0.0024959715951400072
leaf_weight=1.3799167333636466 5.6011124588549128 3.7868241638061582 1.9515013956988676 4.2591592753306031 1.0883226394653323 0.7986207678914069 1.0473046944243831 2.7698527136817601 1.1418218822800552 0.29116374626755703 0.21228722708110581 1.1233792323619152 6.53524619387463 1.2983739047776905 0.72385763260535885 0.19781452266033739 4.9038724629208437 3.204779137391597 3.6424003541469565 1.3014497407712045 1.3339745036792008 4.6636826470494261 4.5938227884471399 0.98472778126597305 1.1233576908707608 3.8724653599783778 6.7457991596311322 3.0553602539002886 148.91035165086032 11.802075972111195
leaf_count=28 25 24 14 35 2 7 38 16 17 3 38 19 112 12 39 5 26 19 14 21 20 26 20 9 5 23 42 15 2031 195
internal_value=5.84389e-06 0.000719919 -0.00384962 -0.0233333 -0.00994231 0.0260575 -0.0388738 0.00263524 -0.0219443 -0.00306476 -0.0990039 0.00843472 0.00190288 0.0167106 -0.0153672 -0.197115 -0.000119817 -0.0195682 0.000614663 -0.0184512 -0.0752631 0.00142407 0.000357588 0.00111812 -0.000411861 0.0301806 0.00044625 -0.000334426 0.000793903 0.00655486
internal_weight=234.345 197.724 36.6207 9.14491 7.19341 2.93425 1.84593 27.4758 5.24524 4.10341 0.701265 22.2306 19.4607 3.40215 2.10377 0.410102 192.123 6.9916 185.131 7.5393 2.63542 177.592 173.95 169.286 160.82 8.46629 159.835 158.712 151.966 18.3373
internal_count=2900 2320 580 96 82 47 45 484 142 125 46 342 326 79 67 43 2295 43 2252 67 41 2185 2171 2145 2102 43 2093 2088 2046 307
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 2 2 2 0 2 2 1 1 1 0 1 1 1 1 0 0 0 1 0 1 1 1 1
split_gain=0.0589981 0.552727 0.450877 0.723872 1.54988 0.696646 0.744953 0.699804 0.925001 0.58585 0.592664 0.378377 1.04381 1.32631 0.998477 2.00134 0.666724 0.845793 0.782062 1.33296 0.613084 0.652385 0.54053 1.12723 0.575355 0.45316 0.371256 0.37063 0.336154 1.38428
threshold=0.39513787010000007 0.39388042275000007 0.53484925600000011 0.40621538280000008 0.41753240920000007 43.968221017800005 42.467547400400008 40.305698932850007 36.625813070500008 44.215931556700006 0.53136133645000017 40.823855932350007 40.036761086100007 0.42829556000000008 0.41808628485000005 0.41917906650000009 0.54585192060000021 0.42019700010000005 0.4211999641000001 0.42829556000000008 0.42067602765000006 0.54317236010000014 0.54910032635000017 0.55671985870000007 0.43706775245000007 0.57507260265000015 0.49091344570000006 0.39971857130000005 0.43967246490000006 0.44286099220000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 27 -5 6 7 8 -2 -7 -11 12 14 -14 -6 -16 -17 -18 -19 -20 -13 -22 -21 -24 -25 -26 -27 -4 -23 -30
right_child=2 -3 3 4 11 9 -8 -9 -10 10 -12 20 13 -15 15 16 17 18 19 22 21 28 23 24 25 26 -28 -29 29 -31
leaf_value=0.00022230224776199393 0.0041067939218936552 0.041970158114412369 0.0041239206775608916 -0.11334250780156335 0.098827858321513251 0.074346294763888293 -0.1291618293143893 0.0073108226921405799 -0.13047651097376325 -0.10401381732297391 0.017243889476856008 0.054719150361851543 -0.10762730972342086 -0.010664815063373058 -0.16493688927115679 0.03852592603614885 -0.14586802516520214 0.10035049079893919 -0.18000980586477747 0.11730019690329666 -0.070270467126028385 0.019654339736708867 -0.12934524462157806 -0.073784074894655938 0.023053189878217462 -0.10993360339538789 0.02744109976847563 0.054020593226843008 -0.13062258303081756 0.0032738379106359121
leaf_weight=160.76261351852554 0.90610995516180848 3.2351552595355306 2.5564541751518837 1.2457923729816673 1.0153629140695617 1.057606188580394 0.89146596821956325 2.4301809435710311 1.1702691933023741 0.56864010158460576 1.3844236340373752 2.4365847371518639 2.2082897713407865 3.9059125717103598 0.73177510756067832 4.1286493977531782 0.43285093171289091 0.68095577135682006 0.44267483139992592 0.3631766140460958 1.1819482835126134 10.548390587442556 0.69409308738249631 0.85060796295874741 5.9711807566854986 0.50120503940070182 0.32383047994972003 3.5641015359433368 0.81003700010478752 16.496172473605839
leaf_count=1429 21 34 30 54 6 11 34 33 42 76 14 18 17 68 8 28 7 4 11 1 19 80 27 34 68 118 147 30 11 420
internal_value=1.1074e-05 0.00104585 -0.00243072 0.000557546 -0.00307474 -0.0241408 -0.0456367 -0.0291142 -0.0717458 0.0144006 -0.0180606 -0.000517755 -0.0104989 -0.0456851 0.00283349 -0.00361245 0.00459183 -0.00906257 -0.00303713 -0.0107341 0.0065386 0.00249555 -0.00212504 -0.007325 0.00375063 0.0134548 -0.0560134 0.0331796 0.00558322 -0.00299334
internal_weight=233.497 163.998 69.4987 61.09 54.9695 8.4087 5.39803 4.50656 2.07638 3.01067 1.95306 53.7237 22.2506 6.1142 16.1364 15.121 14.3892 10.2606 9.82772 9.14677 31.4731 29.0365 8.70409 8.34092 7.64682 6.79622 0.825036 6.12056 27.8546 17.3062
internal_count=2900 1463 1437 1206 1146 231 130 96 63 101 90 1092 544 85 459 453 445 417 410 406 548 530 395 394 367 333 265 60 511 431
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 0 0 2 1 1 2 1 0 1 0 1 0 1 0 1 0 0 0 2 1 1 0 1
split_gain=0.0599157 0.986966 0.769095 0.502576 0.424648 1.04645 0.57187 0.721575 1.49967 1.16923 0.890893 1.06073 0.808281 0.677115 0.888697 1.10065 0.963865 0.676998 1.1472 0.591877 3.6017 0.872929 0.779008 0.486759 0.613881 0.551237 1.51901 1.13218 0.731292 0.432397
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.348489042950007 0.54095685760000012 0.54317236010000014 40.922041107600009 0.48181192180000004 0.47997065955000012 40.305698932850007 0.36000419150000007 0.36501901140000009 40.532725462000009 0.36597706655000006 0.50449088350000015 0.37138109635000011 0.51484985480000012 0.38906020780000011 0.52215502530000013 0.39078171310000004 0.52772372085000019 0.39513787010000007 0.53592706805000012 0.47943175355000006 0.47851860725000006 40.380906245900007 0.3447651268000001 0.34545372890000009 0.46928235680000008 0.40367054880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 7 8 23 10 -9 -12 -11 -13 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 25 26 28 -28 -1 -7
right_child=3 -3 -4 -5 5 29 -8 9 -10 12 11 13 -14 14 15 16 17 18 19 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.017169161670073155 -0.030646862744494175 0.045765863512350111 -0.045806416830192875 -0.00011302857823835523 -0.072368682622033803 0.063708239987548529 0.05233422763510498 0.040411046906560527 -0.077707827696377185 0.088405746541060176 -0.052988722173788784 0.042422892794384708 0.018498148850878249 -0.051127876368912431 0.073358070759542496 -0.060241456240793592 0.031373046675529113 -0.070015566364061185 0.029674238817658346 -0.15655000022789778 0.069441762909468269 -0.057343134635605725 0.024233140256705903 0.04238476492566174 -0.045442523600530582 0.034984626670443407 -0.12145638762249916 0.014045777974980198 0.036894670800415301 -0.0064254580222406184
leaf_weight=5.1005698666813384 5.6548553457905646 4.8554687897849353 3.5942683614921398 115.36767860041073 2.4538879483006921 0.91941286809742706 2.4469642485491923 5.8955977130681267 2.9474996733479193 2.9216796066611996 3.6028990712948135 4.0537255704402915 3.8116096830926836 3.1795110977254835 2.1529659479856518 2.487558260792869 6.9749828143976655 2.3796760481782284 5.7879752572625867 1.431478715268893 2.2095984816551208 1.8595202919095752 3.1597731513902545 2.2430114075541487 3.4004145096987477 3.7391605174634597 1.790419313405436 0.94055883273540519 4.9107995182275772 20.039874805347154
leaf_count=105 44 33 34 1529 19 8 13 39 23 23 24 16 25 25 11 28 36 19 28 40 11 39 26 12 20 25 25 41 22 557
internal_value=2.91014e-07 0.00167499 -0.000336389 -0.00153974 0.00125278 -0.0105828 0.00474156 0.00322875 -0.0107019 0.0099574 0.0041632 -0.00127735 0.0488321 0.00394484 -0.000987621 0.00461722 -0.00101205 0.00517778 -0.00567979 0.00491646 -0.0116299 0.0170675 -0.00598879 -0.00177528 -0.00675727 0.00122416 -0.00868264 -0.0747889 0.00935035 -0.00334893
internal_weight=232.313 111.291 106.435 121.023 102.841 23.4132 79.4279 76.981 25.0724 51.9086 45.1753 39.2797 6.73329 35.6768 31.623 28.4435 26.2906 23.803 16.828 14.4483 8.66037 7.22889 5.01929 22.1249 19.8819 16.4815 12.7423 2.73098 10.0114 20.9593
internal_count=2900 1327 1294 1573 1260 584 676 663 273 390 342 303 48 279 263 238 227 199 163 144 116 76 65 250 238 218 193 66 127 565
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 1 0 1 1 1 0 2 2 2 1 0 0 0 1 1 0 1 1 1 0 0 1 2 2
split_gain=0.0582273 0.229686 0.422278 0.345115 0.328359 0.266772 0.253404 0.133671 0.291947 0.0749071 0.163848 0.565854 0.154994 0.698098 0.338202 0.31564 0.371575 0.372268 0.535878 0.129291 0.627869 0.326828 0.299404 0.142891 0.147964 1.02674 0.329433 0.727675 0.564162 0.671419
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 46.051945193250006 45.027406014450008 0.52332265500000019 0.67036915065000013 0.57987784795000008 0.48363821445000005 0.48627286610000009 0.61532588845000014 49.275256100300005 49.49736495185001 49.700765821350011 0.36106703390000006 0.55820185025000013 0.55671985870000007 0.48119816770000007 0.46613873835000008 0.47106374065000006 0.60665848330000005 0.47777012665000013 0.46208197360000008 0.45206730335000006 0.56369569775000017 0.57600071855000012 0.44705248345000009 46.650420857800007 40.982542372850013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 -2 -5 -4 -9 12 -11 -12 19 -14 -15 -16 17 18 -17 23 -21 22 -22 24 26 -26 27 -1 29 -28
right_child=1 -3 7 6 -6 -7 -8 8 -10 10 11 -13 13 14 15 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00026310152293260213 -0.10224519341592689 -0.1241449692621302 0.10707167648035042 0.097915816639530848 -0.11879505001875884 0.1056219309050281 -0.10082428300212698 -0.10398138641328823 0.069064892711672765 0.03811416997142196 -0.10429180039888086 0.023635377897544448 -0.13817037714219502 0.056854674200438771 -0.12212101984591282 0.10730627227669476 -0.10338955475425907 0.1144498441642664 -0.11229747074359012 -0.12364825493889259 0.0072830802691468063 0.045293203618769456 -0.10763082968231374 0.022378039754508403 -0.08611033762436146 0.0056892373663435108 0.0057911644785038066 0.044488591901909368 0.023994699717974778 -0.13499894817119071
leaf_weight=204.4794485369257 0.10721720945184576 0.18130545185704239 0.27717433188809071 0.23502695331262657 0.58913244376890361 0.14555978775024414 0.088245964749148698 0.13628414404456635 0.34253893094137311 1.6171919002663337 0.44394777661000295 1.5633846093805912 0.44637653139943667 0.68983989302068982 0.28773666411871079 0.1832778602838514 0.27796964353183284 0.31863769888877869 0.28223023389364243 0.49149203547040032 0.57486687273194526 0.9334144916429068 0.3743968471972039 2.9353249187115571 1.5480538885458361 5.7210670687381935 0.57688248465637959 3.7893689847551277 0.91918360209092487 0.82049358927179128
leaf_count=1986 75 79 6 7 26 1 83 75 8 20 57 33 16 7 8 1 39 1 51 33 38 21 19 22 23 83 33 25 8 16
internal_value=1.26824e-05 -0.0165532 -0.00639957 -0.0441636 -0.0778874 0.0174536 0.0436644 0.0518043 0.0198119 0.000164594 0.0144264 -0.00465739 -6.4488e-05 -0.0248956 -0.000105934 -0.0292156 -0.00404664 0.0311691 -0.025836 0.000212133 -0.0229995 0.00327591 -0.0380398 0.000461729 0.000166433 -0.0138607 0.00065063 0.00106777 -0.0368518 -0.0768762
internal_weight=231.377 2.10249 1.92118 1.16518 0.841909 0.252777 0.323273 0.755997 0.478823 229.275 3.62452 2.00733 225.65 2.48607 2.03969 1.34985 1.06212 0.784146 0.465508 223.164 2.37417 1.88268 0.949264 220.79 217.854 7.26912 210.585 208.269 2.31656 1.39738
internal_count=2900 360 281 192 102 76 90 89 83 2540 110 90 2430 123 107 100 92 53 52 2307 111 78 57 2196 2174 106 2068 2011 57 49
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 2 1 2 2 2 2 1 1 1 1 1 0 2 0 2 1 2 0 2 2 1 1 0 1
split_gain=0.0562269 0.977088 0.428216 0.61695 0.886241 0.451901 0.511793 0.456496 0.433294 0.650735 0.690657 0.585732 0.429334 0.316254 1.16756 0.404601 0.775678 0.580009 0.562094 0.951373 0.599383 0.482509 0.30476 0.274335 0.580599 0.401329 0.384345 0.566657 0.596507 0.523038
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.34524415440000006 0.39024280710000009 40.036761086100007 40.12915366295001 0.35165114815000004 40.21994457600001 40.305698932850007 40.496232821400007 40.380906245900007 0.39135055835000004 0.33263974130000007 0.31810424840000007 0.36000419150000007 0.36254902550000007 0.48271009850000007 38.771633980050005 0.47778509625000004 37.962710038050005 0.34392682850000006 40.580626202750004 0.56424957340000015 38.938637541200009 37.272044000450002 0.42067602765000006 0.40105086675000007 0.52772372085000019 0.38991347565000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -4 -8 -10 11 -11 -9 14 -1 17 -17 18 19 20 21 -15 -12 26 25 -25 27 28 29 -18
right_child=2 -3 5 4 -6 6 8 12 9 10 22 -13 -14 15 -16 16 23 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.016949966875073993 0.015416651304051017 0.053361178607125942 -0.015884529705844391 -0.072158201784455006 -0.0039766073148109465 -0.050975983860146748 0.040264146972549417 0.068150273968310734 -0.050240799995633995 -0.0037659848494450625 -0.03554880468553008 0.063872870841793966 0.010869405354265891 0.061490794594744769 -0.13274783858316011 -0.093365751117797852 0.0030170812762785543 0.065712682045301118 -0.041032951591965454 0.082759207545323579 -0.054068852374590741 -0.032759288484483097 -0.00057145309764207702 -0.025179552076000908 0.029392323923329119 -0.12478011332991552 0.023726807437413393 -0.044405588162945951 0.035357589237694081 -0.032910746665398602
leaf_weight=1.4362804484553628 3.4217700781300646 3.5732075977139166 1.99220636114478 3.560547181405127 4.1035911683065933 1.9995884782401834 2.6197913063588194 2.696533503709361 2.6115459000939145 2.19529719428101 2.5353098420891902 3.0716595763369696 2.5420507971648476 1.4575138627551485 0.8175979726074728 0.93859813213930365 16.843263247632432 2.1061692554503679 1.8788477983325718 1.7735543400049207 1.5408277289825489 0.86586289752813161 142.72574093014191 0.92546793187921073 0.95265170632046636 0.71874176955316216 6.1282779672474126 3.0774817843775955 4.22840562602505 5.3356150701292782
leaf_count=32 16 24 12 27 41 24 24 15 24 24 24 24 33 18 37 12 99 16 14 10 12 38 1760 207 27 68 78 59 37 64
internal_value=5.28302e-06 0.00280899 -0.000864103 -0.0198891 -0.0356519 0.000414215 -0.000706226 0.0248596 -6.08794e-05 -0.000750728 0.000107887 0.0356806 0.0403544 -0.000731098 -0.0373531 0.000961325 -0.00355437 0.0193326 0.00633679 0.0221233 -0.00570678 0.0263662 -0.00118193 -0.00134822 -0.0327268 -0.0687185 0.000939873 -0.00379629 0.000936281 -0.00562614
internal_weight=230.674 54.5984 176.076 11.0859 7.66414 164.99 157.759 7.23079 155.759 153.14 150.528 5.26696 5.23858 51.0252 2.25388 48.7713 39.1485 9.62278 7.51661 5.63776 3.8642 2.32338 145.261 38.2099 2.59686 1.64421 35.613 29.4848 26.4073 22.1789
internal_count=2900 852 2048 84 68 1964 1904 60 1880 1856 1832 48 48 828 69 759 651 108 92 78 68 56 1784 639 302 275 337 259 200 163
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 0 0 0 2 2 0 2 2 2 1 0 0 0 2 0 0 2 1 2 2 2 0 1
split_gain=0.0552525 0.838443 0.472537 1.89101 1.3444 3.63866 2.26182 1.46245 1.65251 0.367493 0.31417 0.397502 3.63487 0.878905 0.698519 0.902965 1.22691 0.599885 0.533389 0.536903 0.353442 2.11812 5.64911 0.515737 0.433065 0.360199 0.61168 0.510675 0.47463 0.452809
threshold=43.19689381845 43.245737185650007 42.773538294100007 42.852084787850011 0.48368312325000012 0.48101853240000009 0.34491482290000003 0.50356276755000018 0.51818807820000012 0.54317236010000014 42.686561923500008 42.564639561200003 0.49588335680000006 42.487106141350004 42.297164883650005 42.027086531450003 0.34500464060000008 0.48851830785000006 0.48119816770000007 0.53839705400000015 41.322103772800006 0.48218616210000004 0.48607826115000008 41.532441862050007 0.34569324270000007 41.134354310300004 41.028010303750008 41.21013581150001 0.42314601355000009 0.31063441215000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 5 6 -5 -6 -9 -10 11 13 -13 14 15 20 -17 -16 -18 -20 25 23 -23 -22 -25 26 28 -27 29 -1
right_child=1 -3 3 4 7 -7 -8 8 9 -11 -12 12 -14 -15 17 16 18 -19 19 -21 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.049400461953050041 0.085359304899036009 0.00091130817453927062 -0.13071490178229483 0.043245865243837583 -0.089022279361201329 0.1524286069341583 -0.13934667530433062 0.095508071614708201 -0.11967734683374456 -0.020060209928467361 0.030823484056772227 -0.12109811091954432 0.044097796761467828 0.040840771448281195 -0.067569529642083556 -0.045447965366293114 0.090444079577038913 -0.0078434092427016478 0.0057946212593492597 0.072504993565688111 -0.016566159310238103 -0.18912412503689011 -0.010526274401565588 0.012322921979934722 0.056495208184290858 0.048883876349720259 -0.040853607081170855 0.001674528588118983 0.0017093903738710935 -0.11272575047480222
leaf_weight=0.23174708988517423 1.2057474858593185 47.170976459474332 1.3688145733103727 1.595077765086897 2.8106443267315626 1.6690833782777188 1.1804883550939846 1.3085309863090517 0.57754642836516712 1.0321181081089887 3.3584259061026378 2.3298315870924844 3.1098454955281341 5.3090334841763243 2.7680809629673595 1.6771629785653184 2.2083717070054263 4.2847207597369561 3.1200541527941823 1.9670674149019758 3.4784157134126898 2.1386281847953788 10.303844276124435 6.1049592549679783 3.4873249568045139 3.7148539400950522 3.6060279982411876 5.979522825575259 100.29535476705178 0.67123058260403923
leaf_count=4 11 803 22 28 18 4 35 8 16 34 33 26 29 44 36 24 17 41 26 32 23 17 137 57 19 22 34 44 1182 74
internal_value=1.28222e-05 0.0030161 -0.000786844 -0.0203671 -0.00552013 0.0357507 -0.0344134 -0.0375396 0.0120456 -0.0558028 0.000541447 -6.83155e-05 -0.0266562 0.000828074 -0.000533322 0.000922421 0.0316754 -0.0312847 0.0494053 0.0315899 -0.00104838 -0.0116921 -0.0412239 0.0164202 0.028382 0.00132331 -0.00038254 0.019765 0.00105958 -0.0711164
internal_weight=230.064 48.3767 181.687 11.5423 10.1735 4.44465 2.77557 5.72884 2.9182 1.60966 170.145 166.786 5.43968 161.346 156.037 148.985 8.97266 7.0528 7.29549 5.08712 140.012 25.5132 12.4425 13.0707 9.59228 114.499 104.804 9.69438 101.198 0.902978
internal_count=2900 814 2086 165 143 67 63 76 58 50 1921 1888 55 1833 1789 1712 99 77 75 58 1613 253 154 99 76 1360 1294 66 1260 78
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 2 0 1 1 1 2 2 2 1 0 0 2 1 2 0 0 2 2 2 1 0 1 0 0 0
split_gain=0.0619605 0.829695 0.4654 3.06975 2.31959 1.2803 0.649753 0.888179 2.15181 1.8336 0.670777 0.614489 0.846864 0.750108 0.573892 0.516703 0.492982 0.443921 0.9287 0.436189 0.334073 0.815758 0.573726 1.04269 0.300351 0.316802 0.34051 0.275234 1.35847 0.894511
threshold=0.34554354660000003 0.34542378970000004 41.872669623500009 0.34527409360000011 42.233786329550007 41.755948821900006 0.47943175355000006 0.34458549145000011 0.34500464060000008 0.34521421515000011 40.532725462000009 42.280042771400005 42.686561923500008 0.34479506600000004 0.47739588635000008 0.47512050540000011 43.740100730350001 0.34569324270000007 42.487106141350004 0.48101853240000009 0.4447920721000001 38.386256906100009 39.468990633150007 35.818873074050011 0.34193587020000005 0.3972336157500001 0.31123319660000009 0.47760546090000006 0.47715637260000004 0.4622167001000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 14 -9 -10 -8 -6 -13 15 20 24 -15 18 -2 -3 22 -22 23 -1 25 26 -14 28 29 -19
right_child=17 19 3 -5 11 -7 10 8 9 -11 -12 12 13 16 -16 -17 -18 27 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.028343396917309444 -0.066229770666696219 0.01140780455817589 -0.11052185635349106 -0.14652993838593631 0.075471834006868854 0.073079742804545378 0.051877630232700755 -0.085939068021088666 0.058337520820123868 -0.053969986162098818 0.0026030638713254858 -0.05843586545333488 0.018453174036691118 0.0087566453626140416 0.055461678582010322 -0.061012971542058737 0.062975651148761524 -0.077674777897991973 0.016809609311603652 0.06822968615026459 0.015176288263505476 -0.059184294486892733 0.052031967810803416 -0.12846907115457087 0.04494086215528955 -0.0429728281010218 -0.034977457992818893 0.00071675115751168887 -0.10790605279351731 0.034112517938855405
leaf_weight=1.3705993046824021 3.0128603763878337 2.6720597452949724 1.8179741000058189 1.574290947173721 1.2412006743252302 2.664716391824185 4.2485310323536378 4.1721346978629281 3.2414428481679352 2.6359124305708974 7.8994941934943199 2.0188673177908667 4.8315484921040497 3.3028579822275779 2.1809356343001118 1.4837510933575675 3.4066698923707008 0.94001185680826838 2.4355615631211549 2.7324625588953495 3.4943377543240786 2.5532459346577525 2.4705487389583141 0.6139778493088669 1.4149097651243199 1.7284527549054471 1.5837155580520628 150.85078943584813 1.3777024457231162 3.0012719870865112
leaf_count=48 26 30 39 28 5 13 25 32 23 24 36 37 87 33 10 17 12 61 18 12 29 26 26 23 6 52 8 2066 12 36
internal_value=1.14839e-05 0.00255964 -0.000718537 -0.0114693 -0.00215592 0.00626931 0.00116539 -0.00881166 -0.0310177 0.00796916 0.0198359 0.00722 0.00293518 0.00991471 0.00878258 -0.00610867 0.0362856 -0.00105047 -0.0291094 0.0401363 -0.000910545 -0.0162182 0.0198688 -0.0201704 0.00241393 -0.00497481 0.00526293 -7.15518e-05 -0.0224285 0.0074508
internal_weight=228.973 67.3546 61.9501 24.4042 22.8299 37.5459 34.8812 22.7331 10.0495 5.87736 12.148 21.012 19.7708 17.7519 12.6836 11.0424 6.70953 161.618 5.44842 5.40452 10.5027 6.04758 4.45513 1.98458 9.55863 8.14372 6.41526 156.17 5.31899 3.94128
internal_count=2900 681 639 324 296 315 302 241 79 47 61 257 252 215 162 170 45 2219 44 42 152 55 97 71 153 147 95 2175 109 97
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 0 2 0 0 2 2 2 2 2 2 1 0 1 1 1 0 0 0 2 0 2 2 0 1
split_gain=0.0637578 1.12479 0.378549 0.535835 0.222218 0.79344 0.475483 0.355904 0.370529 0.61515 0.947326 0.655344 0.947458 0.892103 1.25689 0.722356 0.458334 0.355354 0.33275 0.495114 0.525566 0.269268 0.300403 0.261518 0.372354 0.22913 0.217853 0.912731 1.40528 0.839279
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 50.065525775750011 38.386256906100009 37.962710038050005 0.56369569775000017 38.771633980050005 0.55892039160000018 0.56639022785000004 41.061442884200012 40.922041107600009 40.742467179200005 42.406961525800007 42.654057868200006 40.305698932850007 0.44805544745000009 0.56974342085000018 0.43887907550000005 0.47536001915000009 0.47777012665000013 0.57995269605000022 0.58859016195000013 0.62143349005000015 33.151194885250007 0.62406814170000013 45.673096293200011 47.480720532750006 0.61802041855000012 0.5024400467000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -6 -9 10 -10 12 15 18 -15 17 -16 -11 -13 -20 -21 -18 -23 24 -8 -25 -24 -28 -29 -30
right_child=1 2 4 -5 7 -7 23 8 9 11 -12 13 -14 14 16 -17 21 -19 19 20 -22 22 26 25 -26 -27 27 28 29 -31
leaf_value=0.00075333644039239222 -0.082216689604268367 -0.10733534441483306 0.048194625199163704 0.029055159131003677 0.061992859305352081 -0.14322383409463424 0.034689607645773023 0.030564327831941969 -0.076295530362993802 0.079883758325271934 0.0014922527383561593 0.011710557855403939 0.10688353290206105 0.07095891721645467 -0.061132361595867615 -0.073044462497592208 0.050320403877558033 0.0035353712492634881 -0.11774715265115349 0.06884238008577595 -0.1068078079875897 -0.058145231889425324 0.030501304751707099 0.094116239258370593 -0.10875846208327632 -0.1034911851410141 -0.090210930184347921 0.07751071247182395 -0.13300107684361204 0.0022932856640212875
leaf_weight=190.79783319337002 1.7422627838132019 0.74711822913741233 1.0586086616531245 0.4687830462353304 1.0377297690756702 0.47216549166114408 0.24824125197301306 4.0606451976345879 2.5344564899569404 1.0675749732181463 4.0953949771355838 0.51870977878570501 1.4454723697272127 2.4937372250569743 1.4121329975314427 0.79812398641661264 0.95708306948654165 1.4211460225924382 1.1915581666398791 0.37406578566879023 0.31278265419314266 0.9638548235525376 1.877186486184655 0.20996095289592631 0.66758174766255252 0.081437375800760492 1.0922701211529782 1.8112506875768306 0.69207603152608532 1.3585857773723544
leaf_count=1859 34 51 29 13 21 27 41 40 28 8 31 3 18 25 35 27 12 68 27 5 63 28 64 5 86 102 29 33 14 74
internal_value=1.48467e-05 -0.00377163 8.1571e-05 -0.0547508 0.00202795 -0.0252985 -0.000724609 0.00440198 0.00244111 -0.00188173 -0.0282444 0.0069511 0.0394109 -0.00325195 0.00734112 0.00973811 -0.00826683 0.0362862 -0.0591896 -0.0787682 -0.0111466 0.000262705 -0.00588329 -0.0436217 -0.0698757 0.0388907 0.00149048 -0.00950199 0.013325 -0.0433671
internal_weight=228.01 37.212 35.4697 1.2159 34.2538 2.738 2.26583 31.5158 30.4781 26.4175 6.62985 19.7876 4.73232 15.0553 12.6582 3.28684 10.1644 2.48872 2.39712 1.87841 0.686848 8.75231 7.79522 1.20722 0.915823 0.291398 6.83137 4.95418 3.86191 2.05066
internal_count=2900 1041 1007 64 943 290 263 653 632 592 59 533 121 412 314 103 289 76 98 95 68 254 242 234 127 107 214 150 121 88
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 2 0 1 0 2 2 0 1 0 2 1 1 1 1 0 2 0 1 2 1 2 2 0 0
split_gain=0.0597996 0.652899 0.0787246 0.0908989 0.302225 0.623289 0.68519 0.948155 0.393144 0.714163 0.369749 0.245278 0.221291 0.310225 0.564145 0.565474 0.428418 0.535438 0.716495 0.796001 0.409799 0.914089 0.846225 0.362333 1.05828 0.365981 1.35793 1.61564 0.921017 0.287326
threshold=0.30949672165000003 0.37331217625000007 0.31063441215000004 0.31148768000000004 0.32272985840000007 0.34193587020000005 35.131296350900008 0.4588185982500001 0.34392682850000006 0.4622167001000001 40.742467179200005 48.008184682100008 0.47512050540000011 0.3447651268000001 0.47670728420000003 43.874475754150005 0.34491482290000003 0.34500464060000008 0.34503457980000002 0.34506451900000007 0.47778509625000004 42.467547400400008 0.47851860725000006 0.34536391125000004 41.495754733000005 0.34569324270000007 41.21013581150001 42.929886289700008 0.47976108500000009 0.47851860725000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -6 -8 -7 11 -5 -10 -11 29 15 -15 -16 -18 -19 -20 21 -21 -22 24 -24 26 -25 -28 -27 -14
right_child=2 -3 3 4 5 8 7 -9 9 12 -12 -13 13 14 16 -17 17 18 19 20 22 -23 23 25 -26 28 27 -29 -30 -31
leaf_value=0.054023820276699136 0.021309675436684848 -0.10478621966422588 -0.013766213480421849 -0.016388598642282325 0.050040372196352004 0.029552835153516751 -0.015172301041414361 -0.1436035697137906 -0.10918811701069747 0.020115019544024906 0.045505075044153728 -0.0050598545923632747 -0.00036254751237613871 -0.11177136666767279 0.026910104420679756 0.012533796416210463 -0.045198710219146558 0.063854908672087388 -0.065901336548474562 0.044289785377530991 -0.05386146877192706 -0.018945417660633575 0.052228145259105518 0.029965541491479175 -0.015480393203858914 0.054005597019782109 -0.10529464744438875 0.0058407089090163613 -0.0005887318575791558 -0.035832279115603521
leaf_weight=0.52717664372175821 1.7399825006723393 0.50865456982864998 4.7252677180804303 1.409764166077365 0.5928233170852758 4.5121637322008601 1.3395442224573346 1.0069186061155049 0.80511182356712996 5.4052362848015028 3.0606903807492927 0.31461319327354431 4.4932827111333591 0.8859602870652441 6.1520308041945091 0.62351217865943909 2.5747222246136507 1.7802387550473202 1.8088566195219744 6.1229779124259931 2.9078851714730254 3.6478829137049615 4.8178754951804859 3.2556122094392759 4.4318520417436957 3.1575886923819771 2.7411004994064569 2.5021709948778152 144.57773976567705 4.6444375216960907
leaf_count=11 12 104 36 28 35 24 30 32 82 46 34 2 23 42 32 6 20 6 13 26 36 34 26 17 28 18 31 10 2031 25
internal_value=1.10947e-05 -0.0239613 0.00012095 -4.34211e-05 0.000251898 -0.00028295 -0.0460166 -0.070285 0.00035064 -0.000283911 0.0259868 -0.0799308 0.000147901 -0.000388713 0.0004681 -0.0604251 0.000950656 8.42407e-05 0.000725726 0.000101266 0.000771379 0.0206814 -0.000383889 0.00055582 0.0197867 -0.000582732 -0.0207619 -0.0522591 0.000578128 -0.0183908
internal_weight=227.074 1.03583 226.038 224.298 219.573 215.102 2.93929 2.34646 212.163 207.651 4.47045 1.11973 206.531 201.126 191.988 1.50947 190.479 184.327 181.752 179.972 178.163 9.77086 168.392 165.484 9.24973 156.234 8.49888 5.24327 147.735 9.13772
internal_count=2900 115 2785 2773 2737 2675 97 62 2578 2554 62 84 2470 2424 2376 48 2328 2296 2276 2270 2257 60 2197 2161 54 2107 58 41 2049 48
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 2 0 0 1 2 1 1 0 1 0 0 0 0 1 0 1 2 1 0 0 2 0 1 2
split_gain=0.055984 1.35817 0.650577 0.389943 0.396377 0.495399 0.422443 0.330896 0.576355 0.588659 0.479295 0.230958 0.228704 0.480393 0.159488 0.537822 0.802253 1.21277 0.598048 0.43821 0.44813 1.95149 0.225083 0.214705 0.740291 0.62449 1.49035 0.180893 0.406484 1.31601
threshold=0.43887907550000005 0.55411514625000013 0.4410796084000001 0.56055207925000017 0.44922307715000004 0.56915960600000015 41.792045663550006 0.56501302355000016 0.55754318735000019 0.4323972336000001 41.678468725050003 0.45051046375000009 0.43374449865000003 0.54749857790000023 0.42067602765000006 0.54679500610000009 0.54191491270000014 0.54017843775000018 0.54910032635000017 0.41917906650000009 0.54279811980000015 0.40367054880000008 43.933728833200007 0.39971857130000005 0.53592706805000012 0.53592706805000012 43.968221017800005 0.53321756835000012 0.39584144190000009 40.421032462050007
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 8 12 -10 -9 -6 14 -14 19 16 17 22 -17 20 23 -22 -16 24 27 26 -25 28 -1 -30
right_child=1 2 3 4 11 6 -8 10 9 -11 -12 -13 13 -15 15 18 -18 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0010921715526080573 -0.13992773022851857 -0.070614509059047245 0.036608301658297891 0.015781065562408672 0.075111088342539822 -0.016442068577953797 -0.12478553862877738 0.066027525988745409 0.010740270045758336 -0.083825523901921217 -0.00251906966880064 0.0015500588042464656 0.072129922628127091 -0.014381213569312157 -0.11992116517144867 0.048816280317031474 -0.06719785239690361 0.0669670301435972 -0.034519184042111711 0.030352385986979532 0.023927596801953915 -0.12727366632157622 -0.023635294093727922 -0.1158240325701184 -0.056927375679363304 0.039660890560703571 0.028157539899998571 0.029423855581341099 0.019848967040851886 -0.11546874230118068
leaf_weight=157.57199272992693 0.71853901065879 1.2576052573058429 3.045121388044211 0.96684237942099871 0.43711689638439821 0.6487429124972548 0.80825652257772163 1.8703424164268643 1.1046782338235055 1.6288738042348994 2.2438628132513259 18.104693208185381 1.3263304484789835 1.2438287318218497 0.53768469637725358 2.2587201595306401 3.0046587754040956 1.4796903952956197 1.3917575301893519 4.9085830812109625 2.1938422776875082 1.3972612347388347 0.44265798488049768 1.0421041547961052 2.2529448873538049 4.8218463852535933 2.318037181335967 2.1768751572817555 1.7317686444148415 1.2285826501902191
leaf_count=1427 21 18 26 5 7 23 28 29 40 21 33 714 32 11 20 9 25 10 40 32 30 46 26 33 23 35 42 14 35 45
internal_value=8.9394e-06 -0.00435773 -0.00050262 0.00316961 -0.00168714 -0.0397169 -0.0765446 0.000575819 -1.31384e-05 -0.0456098 0.0286426 0.00328424 0.000631569 0.0302629 0.000232337 -0.0126754 -0.0325285 0.00981627 0.0170443 0.000880066 6.15126e-05 -0.0349033 -0.0764448 0.000786701 2.45143e-06 0.0165984 -0.0164965 0.000790727 0.000402452 -0.0363096
internal_weight=226.164 25.9869 25.2684 24.0108 20.9657 2.42384 1.457 200.177 196.063 2.73355 4.11421 18.5418 193.329 2.57016 190.759 9.11517 5.46469 2.46003 3.65048 181.644 176.735 3.5911 0.980343 173.144 164.962 8.18199 3.36014 162.709 160.532 2.96035
internal_count=2900 842 821 803 777 56 51 2058 1996 61 62 721 1935 43 1892 130 81 56 49 1762 1730 76 46 1654 1544 110 75 1521 1507 80
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 0 1 0 2 1 2 0 0 1 2 2 2 1 2 0 0 1 0 2 2 1 1 0 2
split_gain=0.0541707 1.02762 0.674872 0.381515 0.79535 0.703556 0.629935 2.4896 0.561652 0.347235 0.498737 0.341245 1.67371 2.01973 1.79767 0.980669 0.491916 0.639585 0.34051 2.02937 1.89928 0.447627 0.397456 0.93357 0.902062 0.495855 0.43509 0.409912 0.549231 0.329236
threshold=42.027086531450003 42.178283198950005 0.48119816770000007 42.487106141350004 42.564639561200003 42.654057868200006 0.48851830785000006 0.34545372890000009 0.50041914915000019 42.428475018400007 0.43590012275000006 41.621607100200002 0.48181192180000004 0.48851830785000006 0.34515433670000012 41.811877919650009 41.532441862050007 41.43512228960001 0.44805544745000009 40.79983011445001 0.55754318735000019 0.55892039160000018 0.46208197360000008 0.56323163980000013 38.771633980050005 38.938637541200009 0.49091344570000006 0.46613873835000008 0.6329151821500002 42.674081447500008
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -6 7 -3 -8 10 -10 16 14 -14 -13 -15 17 18 -1 20 -20 -22 24 -24 -23 26 -25 -27 -29 -7
right_child=1 3 -4 4 5 29 8 -9 9 -11 -12 12 13 15 -16 -17 -18 -19 19 -21 21 22 23 25 -26 27 -28 28 -30 -31
leaf_value=0.0019602307141847008 0.080083450971071807 0.019241630147277429 0.012926333968042367 0.039117431694665632 -0.05398005883504528 0.045134760913917008 0.051410709752662945 -0.15010376158493519 -0.038932584426338297 -0.058747752831970063 0.044255744980191775 -0.059090302130589793 -0.13624258070611656 -0.085771232830744185 0.052583628235973894 0.012312682910204735 0.036008307594996118 -0.046653177324730108 -0.1844620841003044 -0.15329391012975646 0.11102780597341495 0.05620126044146611 0.11659615417550373 -0.12358332691221369 -0.050075024433690843 0.1062681859883047 0.032218225636582568 -0.10590647669102066 0.095598094508304712 -0.00061697928360648728
leaf_weight=108.44949897136394 2.6010907079471499 2.0285364472947536 3.5232013381610159 5.201626037611276 2.4583443076116955 1.6130704125534965 1.5668324828147886 1.5175916822627185 1.483064557425678 1.431722644716501 1.4019642254424978 2.065457163640529 1.980286933481693 1.4451918879640286 4.7714001070708036 3.4594890186126577 3.765885757515206 2.9537532983522388 0.52318450552411189 0.99161028717571742 0.43814900517463673 1.1886512341916389 0.93159023404587094 0.49411611016785162 2.434257478103973 0.4806920140981672 0.28127165012620026 0.31722036382052465 0.23582063257344998 63.105465782284227
leaf_count=996 21 32 34 44 33 11 5 22 24 17 21 36 14 33 28 43 33 33 7 43 2 37 4 66 38 3 128 39 30 1023
internal_value=1.05204e-06 0.00193868 0.0414491 -0.00101913 0.00144578 -0.0014712 -0.0199388 -0.053231 0.000126949 -0.0184873 0.00149234 -0.00124072 -0.0162012 -0.0510038 0.0188462 -0.0165883 0.000421706 -0.0006977 0.000464805 -0.0190358 -0.00086073 0.0132617 0.00653027 0.0352638 -0.0152065 -0.0066175 -0.0670664 0.0387243 -0.0199835 0.000523355
internal_weight=225.14 87.9325 6.12429 81.8082 72.3785 67.1769 9.42971 3.54613 5.88358 4.31675 2.88503 137.208 13.7218 6.88497 6.83686 4.90468 123.486 119.72 116.766 8.31656 7.32495 6.80177 6.36362 2.74071 3.62291 1.80912 0.775388 1.03373 0.553041 64.7185
internal_count=2900 1287 55 1232 1111 1067 121 54 67 62 45 1613 154 90 64 76 1459 1426 1393 397 354 347 345 270 75 266 194 72 69 1034
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 2 2 2 0 0 1 2 2 0 0 1 2 1 2 2 0 1 0 0 2 1 2 0
split_gain=0.0539324 0.5055 0.41277 0.437603 0.832675 0.364187 0.28261 0.663951 0.591885 0.430299 0.338159 0.304481 0.251024 1.11277 3.19755 0.921117 0.595063 0.491463 0.906578 0.313846 1.11986 1.38844 0.742318 0.341504 1.61938 0.289378 0.239215 1.85814 1.85557 5.56325
threshold=0.47727612945000003 0.47760546090000006 0.47577916830000005 0.34500464060000008 0.34512439750000007 41.755948821900006 38.938637541200009 39.945535567850008 40.79983011445001 35.818873074050011 0.42314601355000009 0.43780126340000008 0.34515433670000012 40.982542372850013 42.233786329550007 0.47778509625000004 0.47851860725000006 0.34536391125000004 41.495754733000005 0.34569324270000007 41.21013581150001 42.929886289700008 0.47943175355000006 0.34587287805000005 0.48077901860000011 0.47961138885000004 41.941595803500007 0.3459626957000001 41.322103772800006 0.48851830785000006
decision_type=2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 -1 -12 13 25 -15 -14 -17 18 -18 20 -19 -22 -21 -24 -25 -3 28 -28 -26 -30
right_child=1 12 3 4 5 -7 7 8 -10 -11 11 -13 15 14 -16 16 17 19 -20 22 21 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-0.052981411529707062 0.030660949836650991 -0.0025261555267182215 -0.050564968010700984 0.053852591687705322 -0.075234848576378299 -0.0080713269241484698 0.054299960173838237 -0.071823885678867272 0.005225234523009918 -0.045516273339403029 0.085948251549460952 -0.0031340931089088499 0.063945065290527181 -0.086249446207826347 0.03806841797483751 -0.045986274763171575 0.055840390473331315 0.027059452890166886 -0.011528746699084167 0.06168555679662488 -0.098799988030522756 0.0052195541083323695 0.021030930909829531 -0.11128459019578521 0.0014355571634341239 0.036011509575092332 0.13549928701542324 0.002396425767123323 -0.23285083680671714 -0.012134567473956373
leaf_weight=0.54290544051037004 5.4572105854749671 4.2180644292384413 3.3948868131556065 1.6665558228269217 1.2521496750414374 2.272704265662469 2.6572968175169107 1.0562583541031951 17.776321716926759 2.7201614413497737 0.72500005536130607 0.81501043790922267 2.2884246706962577 5.1976770302280766 3.4370950974116568 2.7592767102178177 4.3552096821367723 3.2107432410120946 3.6897664405405521 1.9669361300766457 2.6392827117815614 2.497453548014164 7.2204217985272399 1.3253380935639132 75.896663817026365 3.6212725043296814 1.0711930394172657 50.235617910228029 1.3653321973979453 6.9809668042871635
leaf_count=48 25 22 33 8 10 45 16 19 307 53 6 35 9 37 23 32 22 17 23 12 31 10 33 13 1012 20 2 855 11 111
internal_value=2.06529e-06 0.000667418 -0.00361156 -0.0226481 -0.004392 -0.0319301 0.00260506 0.00750642 0.000903799 -0.0193246 0.0148802 0.0388037 -0.000222265 -0.0120006 -0.0367644 0.000936155 6.3402e-05 0.00084555 0.0249421 -0.000409912 -0.0192686 -0.0482262 0.000667866 -0.000165039 -0.00128317 0.0152758 -0.000207628 0.00517537 -0.00348606 -0.0482405
internal_weight=224.313 189.434 34.8793 8.5863 5.19141 3.52485 26.293 21.4899 18.8326 4.80308 2.08292 1.54001 183.977 16.4741 8.63477 167.503 165.214 162.455 8.04498 154.41 8.34748 5.13674 146.062 144.096 136.875 7.83934 135.55 51.3068 84.243 8.3463
internal_count=2900 2320 580 96 63 55 484 342 326 142 89 41 2295 102 60 2193 2184 2152 45 2107 58 41 2049 2037 2004 42 1991 857 1134 122
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 1 0 0 2 2 0 1 0 0 0 2 2 2 0 1 2 0 0 2 0 2 0 2 2 2
split_gain=0.054041 0.573725 0.0608412 0.1076 0.676805 0.475671 0.412676 0.271023 0.160875 0.110107 0.362287 0.513482 0.327503 0.189123 0.336708 0.122563 0.387563 0.756548 0.45548 1.42998 0.474362 0.370732 0.291463 0.216939 0.672191 0.838578 0.66994 0.371369 0.287533 0.54431
threshold=0.30949672165000003 0.37331217625000007 0.31063441215000004 33.151194885250007 0.51700547890000015 0.38185982460000006 0.53136133645000017 0.56793209785000009 32.785955158400007 34.823977857500005 0.4942366995000001 0.38780276035000005 0.54191491270000014 0.54279811980000015 0.54749857790000023 37.020641110850008 36.514114975300011 36.372781240150012 0.50482021495000018 0.38906020780000011 35.131296350900008 0.50449088350000015 0.52898116820000018 37.858673296900008 0.52324780695000006 37.572218886150004 0.54384599265000022 38.052786106700005 38.318569170500005 38.703421923500009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -9 10 -5 -12 -13 -14 -15 16 17 18 -11 -20 -21 -18 -23 24 -17 26 -26 -25 -29 -30
right_child=2 -3 3 9 5 6 7 8 -10 15 11 12 13 14 -16 23 21 -19 19 20 -22 22 -24 27 25 -27 -28 28 29 -31
leaf_value=0.048670282091969344 0.018852778153046444 -0.10432662431270252 -0.12119766891517153 -0.045780904876372222 -0.15112265606177466 0.10588400126233855 -0.11507028744021378 -0.10126444917236424 0.10237396692476436 -0.030180656795716489 0.084922095845852447 -0.066628232511515229 0.110051264435508 0.10540358533447487 -0.10496384043941286 0.039396866788558797 -0.0052260210029837929 0.067507307542125999 0.062450629385545631 0.02656103663587743 -0.11098147625091351 -0.10667285350297061 -0.030402107054786871 -0.042732269676766223 -0.15411693780543664 0.028806408633453892 -0.016130857529536215 0.027893235592661519 -0.032336246582235814 0.00065964371109128624
leaf_weight=0.52048539509996672 1.7192452996969212 0.46323589998064563 0.50616893154801701 0.65677596439490971 0.14111858280375578 0.50871094688773155 0.19307431477864156 0.052132616330709425 0.15162832068017451 4.8106569918163551 1.1586823463439944 0.53377050627022959 0.23971469700336456 0.14048676192760468 0.16597084959494168 4.9570462576812115 2.0519154479843555 1.477752738188429 2.3545322418212895 0.35331808916089336 0.86372671832577907 0.9305215431377295 1.0855340661655644 2.0263828510942394 0.62170549156144284 1.6331650856700433 0.81064164260533289 3.7043389027530784 5.1395563538135312 183.46273296408435
leaf_count=11 12 104 61 21 2 5 19 86 6 43 8 7 1 1 45 39 14 12 13 14 62 9 37 24 12 32 36 48 60 2056
internal_value=1.04129e-05 -0.0233762 0.000113833 -3.21217e-05 -0.0262629 0.0196478 0.0462603 -0.0301725 0.0502727 0.000153717 0.0195253 0.038685 -0.0109232 0.043517 -0.00852689 -0.000105611 -0.00917924 0.00153541 -0.0100952 0.0169586 -0.0710518 -0.0351495 -0.0656053 0.000518919 0.0166338 -0.0201748 -0.0760233 -0.000146346 0.000302392 -0.000239519
internal_weight=223.435 0.983721 222.451 220.732 1.55283 1.04666 0.905546 0.396835 0.203761 219.179 2.8954 2.23863 1.07994 0.546172 0.306458 216.284 13.928 9.85999 8.38223 3.57158 1.21704 4.06797 2.01606 202.356 8.02256 3.06551 1.43235 194.333 192.307 188.602
internal_count=2900 115 2785 2773 179 118 116 111 92 2594 83 62 54 47 46 2511 204 144 132 89 76 60 46 2307 119 80 48 2188 2164 2116
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 1 2 2 0 1 1 0 2 2 2 2 2 1 1 2 2 2 0 2 2 1 1 0 0
split_gain=0.0527775 0.213208 0.339639 0.299075 0.277642 0.214488 0.0716871 0.135012 0.624386 0.29379 0.291229 0.644701 0.143921 0.588533 0.156005 0.657909 0.199842 0.554158 1.43774 1.03349 0.595881 0.280724 0.451207 0.194647 0.186884 0.793797 0.89675 0.72865 0.591628 0.979717
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 45.027406014450008 0.48363821445000005 49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.39614083410000006 44.921040431000009 48.852845034800005 48.315732392000008 47.480720532750006 45.673096293200011 0.43967246490000006 0.41808628485000005 47.001379125850008 45.027406014450008 44.527357125550004 0.53225951315000009 43.411469133450005 43.542456167850005 0.34560342505000002 0.3465914194000001 0.53592706805000012 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 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 -5 7 12 -9 -10 -11 -12 13 -1 15 16 17 21 19 20 -19 22 24 -24 -14 -26 -27 -28 29 -29
right_child=1 -3 -4 4 -6 -7 -8 8 9 10 11 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.10333597483159818 -0.11278725748709627 -0.10529139456336233 0.10152190643986177 -0.10174818071850827 -0.12338317202130056 0.037721392432401246 0.014553586879882792 -0.13449427274000339 0.038534594885589218 -0.11051065796772282 0.11218668860039559 -0.10267294126832034 -0.00046563687001389872 0.048678126766489319 0.017046602363542499 -0.052146332658189888 0.027876519822190884 -0.12052261362389088 -0.17223181545493174 0.10219266029979064 0.013992466394775339 0.034977989277042605 -0.068267566746813876 -0.0094331407618168765 0.061780239228572814 0.037263217474838503 -0.06594296464871903 -0.023049414381880587 -0.045830316313967306 0.063853212671261414
leaf_weight=0.29804002914897809 0.29488268122622585 0.23696651426143933 0.25841752928681661 0.12649421733385657 0.15691245812558918 0.85953629875439219 3.4043805342516853 0.41944735153810997 0.97627442702651002 0.3592438788691652 0.27968385815620422 0.27892745490316884 178.89283699631869 1.7508024377748368 5.1974355848506084 2.4370236528338856 2.5613943288335568 0.65656752191716738 0.67053474718704809 0.63577030599117268 0.66072318749502301 2.3162762568099415 1.3578274379105999 0.95980957616120566 2.5644181969109949 4.6685884804464868 2.251646639313547 2.8061924322973937 2.0907540215412155 2.4126199148595333
leaf_count=115 30 34 4 189 68 35 110 16 6 27 1 73 1772 14 32 23 28 51 10 4 20 35 37 11 23 29 20 35 29 19
internal_value=1.07369e-05 -0.0164403 -0.00402771 -0.0229979 0.000167981 0.0198294 0.000154703 -7.06696e-05 -0.0240989 0.000347688 -0.0402697 0.00490234 0.000187667 0.026565 -6.58892e-05 -0.000493608 0.000118924 -0.000231409 -0.0458921 -0.00251658 -0.0530529 0.000366608 -3.8279e-05 -0.0439023 0.000481228 0.0105673 0.00133796 -0.0162038 -0.00088206 0.0171251
internal_weight=222.84 1.93321 1.69624 1.43783 1.14294 0.986031 220.907 217.503 2.31358 1.89413 0.917855 0.558611 215.189 2.04884 213.14 207.943 205.506 202.945 2.6236 1.95306 1.31729 200.321 198.005 2.31764 195.687 16.7942 14.2298 9.56121 7.30957 5.21881
internal_count=2900 360 326 322 292 224 2540 2430 123 107 101 74 2307 129 2178 2146 2123 2095 85 75 71 2010 1975 48 1927 155 132 103 83 54
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 1 1 2 0 0 2 2 0 1 1 1 2 0 2 0 2 2 2 1 1 2 1 0
split_gain=0.0501037 1.35198 1.13324 0.604438 1.38788 1.25051 1.81363 5.715 0.794035 0.365874 1.58896 0.634437 0.70816 1.15617 1.08829 1.8814 0.683403 1.51078 0.549 1.32321 0.577033 0.643626 0.525642 0.465981 0.860763 0.670892 1.02256 0.654696 0.320998 0.320124
threshold=0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.34692075085000007 40.922041107600009 0.47997065955000012 0.47997065955000012 41.872669623500009 41.755948821900006 0.47796473160000008 0.34569324270000007 0.34536391125000004 0.34479506600000004 39.039757512550004 0.47778509625000004 40.380906245900007 0.47760546090000006 42.852084787850011 38.938637541200009 38.115457128050004 0.34392682850000006 0.34193587020000005 35.818873074050011 0.34744468730000005 0.47577916830000005
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 -9 10 18 12 13 16 -14 -16 17 -11 19 23 21 -20 -13 24 25 26 27 -1 -10 -27
right_child=1 3 -4 4 5 6 7 8 28 11 -12 22 14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.031312701041596114 0.06651168577593633 -0.048195088842005344 -0.081352596297979196 0.057924961697500221 -0.056963568408916102 0.073992915274917151 -0.2007231624492492 0.051155663971396287 -0.043809078004633017 0.035685445580066255 -0.080948562463206752 0.0071223503642092985 -0.0022718250098801573 0.076541324683345777 -0.15192375203433583 -0.0037008772260177149 0.0461933789833796 -0.058634617572736053 0.0041835354585049063 0.09820652154226954 0.015611844406993529 -0.052452931137060267 0.052408045755920299 0.066879323972588681 -0.089041630264072941 -0.11080610329355212 0.1208236330459036 -0.07455084797950888 0.00019255933970505426 0.00028066598213917206
leaf_weight=1.8331839069578624 3.0917953274911261 2.5899684876203528 1.761476507410406 4.0943982414901248 3.9013352394103995 3.2730950266122809 1.4223888665437687 3.0606172159314147 1.6804886758327473 3.2117853177478519 2.8149357903748742 5.9707719236612302 23.854473150015114 2.7115321694873264 1.3992743933922605 2.2070696651935577 2.585813928861171 3.6035847943276167 3.377032467746174 1.6825432628393171 4.3103191596455863 4.9441421739757061 4.4909900352358818 0.87716404907405365 1.1437723308335987 0.59423253266322695 0.8978307656943797 0.85741046187467862 123.48116339253829 0.46040453016757965
leaf_count=56 12 20 14 18 26 12 11 15 10 31 22 33 360 15 32 21 19 29 28 11 31 29 17 5 14 47 3 24 1933 2
internal_value=7.35177e-06 0.00108567 -0.0020839 -0.000323935 0.00055593 -0.00116087 0.000477018 -0.00137901 0.000832341 -0.000192618 -0.0104013 0.00466184 -0.00112786 0.019014 -0.0100122 -0.0612119 0.00242168 -0.0141857 -0.000934893 0.0189662 -0.014085 -0.0294678 0.0265624 -0.00104054 -0.0113358 0.00780628 0.0284137 -0.00242279 -0.000398231 -0.0623109
internal_weight=222.185 146.595 75.5897 143.503 140.913 136.819 132.918 129.645 128.222 73.8283 23.793 50.0353 39.5735 12.1127 27.4608 3.60634 9.40118 6.81537 20.978 8.34654 12.6315 8.32117 10.4618 6.664 5.78683 4.64306 3.58843 2.69059 125.162 1.05464
internal_count=2900 2057 843 2045 2025 2007 1981 1969 1958 829 272 557 507 94 413 53 79 60 250 162 88 57 50 151 146 132 83 80 1943 49
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 1 0 0 0 2 2 0 1 2 0 0 1 1 2 0 2 1 2 2 1 1 2 0 0
split_gain=0.0504848 0.403685 0.345453 0.634168 1.50242 0.520585 0.445157 1.15431 0.255437 0.241903 0.309437 0.229993 0.678669 0.623431 0.518004 0.431147 0.577152 0.272088 0.586633 0.506111 2.47026 0.562949 0.224294 0.17074 0.567109 1.45494 1.70738 0.674411 1.03294 1.45476
threshold=0.47727612945000003 0.47760546090000006 0.34524415440000006 0.34581299960000006 41.21013581150001 0.4622167001000001 0.34506451900000007 0.47648274005000008 0.47440196400000006 0.45462710695000008 45.027406014450008 38.115457128050004 0.4588185982500001 0.34193587020000005 35.818873074050011 0.42646926740000007 0.3972336157500001 0.31123319660000009 0.31100865245000009 48.988717865950008 0.39614083410000006 44.921040431000009 0.34446573455000007 43.124157941850008 43.542456167850005 0.34524415440000006 0.3453938505000001 43.812290675100009 0.5089817670000002 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 9 7 8 11 10 -5 13 15 14 -1 16 17 18 19 20 21 -13 -3 -24 -25 -26 -27 -28 -29 -30
right_child=1 22 3 5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.026882109522286032 0.02778481184979863 -0.033263598176449694 0.032051477660549402 -0.10239400617028403 -0.14014439606659593 0.016829293614487654 0.043132936719874726 -0.066211203202951582 0.023130055819480057 -0.12507262739904354 0.067749011677306889 -0.10313127749214319 -0.051497693802458083 0.091307087714686208 -0.068231831683537789 0.031655345792502315 -0.066308619765314145 -0.032528581382224295 0.088281431438513663 0.027267976038533544 -0.25280298627612457 0.071233298267001352 -0.0012731832926183226 0.029632282467240326 -0.12352575257780565 0.1364558666596159 -0.047013253884193515 0.042268902540072067 -0.14809224298428622 -0.0014003253472386302
leaf_weight=1.7810787644630321 5.333684764802455 2.0200093098974312 0.85789726815528355 0.2163502316107041 1.237717712530866 3.1700307071732823 2.3195631118960582 2.5696285440935744 5.5515589648857704 0.42167617132508894 0.21127617731690407 0.23722711415029907 2.7741977942641816 0.93741725820837007 0.84388872946146865 3.7119558784179389 1.4652170750778166 1.5867815688252447 0.89411921426653851 2.3594706356525421 0.4200441539287566 0.84366679284721613 144.5182587253239 8.1412232903749082 0.92798426002264278 0.93673163652420299 2.831721964452302 5.5282234913465826 0.70591670992144173 15.978540780781257
leaf_count=55 25 19 9 42 45 37 22 27 33 17 2 93 33 14 24 42 48 8 4 13 3 9 1641 74 6 2 35 61 52 405
internal_value=2.109e-05 0.000669088 -0.00349889 -0.0250521 -0.0696513 -0.0017988 0.00115892 -0.00258917 0.00439539 -0.0713284 -0.0183319 -0.00142965 -0.00709583 0.0213037 -0.00369563 0.00359824 -0.00974274 0.00332732 0.0152939 -0.00161092 -0.0470085 0.032965 -0.000127364 0.000245393 0.00650673 -0.000489793 0.00390476 -0.00105303 0.00480608 -0.00760684
internal_weight=221.333 186.922 34.4108 6.11495 2.09561 4.01933 28.2958 25.9763 23.4066 0.849303 0.427626 17.8551 14.2927 3.56238 2.62497 11.5185 7.80653 6.34131 4.75453 3.86041 1.50094 1.08089 181.589 179.569 35.0503 26.9091 25.9811 25.0444 22.2127 16.6845
internal_count=2900 2320 580 152 54 98 428 406 379 61 44 346 253 93 79 220 178 130 122 118 105 102 2295 2276 635 561 555 553 518 457
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 0 1 2 2 2 0 1 0 1 1 2 2 1 2 0 2 2 2 2 0 0 2 1
split_gain=0.0520116 0.758903 0.514723 0.465205 0.576493 1.00362 0.473269 0.600218 0.436454 0.594764 0.321751 0.356367 1.93596 2.14153 0.837312 0.849793 0.620563 0.340182 0.618117 0.272087 0.587012 0.399585 0.491385 0.385588 0.622829 0.314767 1.13516 1.88316 1.39615 1.17623
threshold=42.564639561200003 42.487106141350004 42.654057868200006 42.297164883650005 42.027086531450003 0.34500464060000008 0.48119816770000007 0.53839705400000015 0.39513787010000007 42.428475018400007 42.674081447500008 42.988308018450006 0.48414718120000005 0.34581299960000006 0.50356276755000018 0.39135055835000004 0.34491482290000003 43.061965423550006 43.124157941850008 0.32272985840000007 40.742467179200005 0.46928235680000008 39.56957118270001 37.186372654950006 35.131296350900008 41.24714903835001 0.48218616210000004 0.48607826115000008 41.348489042950007 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 3 -2 4 19 -6 -7 -8 9 -5 -4 12 13 16 -14 -16 -12 -13 -19 20 -1 22 23 24 -21 -23 29 -28 -29 -27
right_child=2 -3 10 8 5 6 7 -9 -10 -11 11 17 14 -15 15 -17 -18 18 -20 21 -22 25 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.012214118536552583 -0.047396288263913185 0.038825447469997498 0.043756815899277469 -0.083669457622537829 -0.043766775477426891 0.083764976382625339 -0.0020128910521139791 0.071070832957047234 0.0061540092051040459 -0.0076170056469324447 0.0048315055614028901 0.039533876868443202 -0.15338678932286659 0.075295756763815225 0.043037358720546454 -0.10035644938575755 -0.078386021971259989 -0.057508421972207228 0.0019263052131816634 0.00049258103282041443 0.069156220558767106 0.0020809920357354903 -0.11076985565644014 0.014621925207718428 -0.15102475318834133 -0.027355508600209355 -0.10568623430403623 -0.096222230111860443 0.0024088546540007886 0.034767936774893871
leaf_weight=1.8563396849640406 2.441238647865247 5.1335578872603937 1.5940929587959534 2.0907887258217661 1.6446307719306767 2.0272687773685902 2.9263033987954259 1.8243056834762681 2.5872443179978291 2.0234988029114902 1.6447313006210591 2.2476204400845736 1.1622439697384837 2.8614928234965191 0.68387344479560841 1.044533854776091 1.9687145850621162 1.8158901832721301 48.08194615442153 0.66441150771242952 1.6970882443129083 100.80897341604214 0.68530428234953422 1.6464617858291601 0.4585239443986211 4.9002736452966955 2.6497508622705928 1.6830765624035837 9.7438803373588581 8.0619820356369001
leaf_count=42 33 44 11 27 24 17 26 32 28 22 17 22 10 17 5 42 30 33 847 60 31 1160 38 23 17 29 20 23 130 40
internal_value=2.01378e-05 0.00101815 -0.00234164 -0.000275924 0.000928562 0.0263103 0.0433143 0.0260524 -0.0260278 -0.0462652 -0.000598688 -0.00174819 -0.0197085 0.0106696 -0.0877541 -0.0436203 -0.0405079 0.00147757 -0.000236653 -0.000656666 0.0266477 -0.0013956 -0.0349546 -0.0161937 -0.0613759 -0.000488771 -0.0100696 -0.0297314 -0.0121185 0.0112827
internal_weight=220.66 155.114 65.5464 149.98 143.279 8.42251 6.77788 4.75061 6.70153 4.11429 63.1051 61.511 9.36559 6.47494 2.89065 1.72841 3.61345 52.1455 49.8978 134.856 3.55343 131.303 3.4547 2.7694 1.12294 127.848 27.039 14.0767 11.427 12.9623
internal_count=2900 1833 1067 1789 1712 99 75 58 77 49 1034 1023 121 64 57 47 47 902 880 1613 73 1540 138 100 77 1402 242 173 153 69
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 1 1 1 1 0 0 2 2 2 1 1 0 0 2 1 2 1 2 2 2 1 1 1
split_gain=0.0644037 1.10746 0.881424 0.45531 1.16852 0.953814 1.49454 4.67556 0.700802 0.273341 0.523339 0.292413 0.339443 0.28262 2.31712 0.972416 1.51349 1.28631 4.22434 0.604336 0.569943 2.52126 1.16 2.27307 0.866509 0.934786 0.968506 0.971293 0.80418 1.80259
threshold=0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.34692075085000007 0.35675578575000005 0.3465914194000001 0.47305469895000007 0.4622167001000001 40.922041107600009 40.580626202750004 40.380906245900007 0.34524415440000006 0.34479506600000004 0.47814436690000012 0.47470135625000004 42.131954243650007 0.34560342505000002 42.686561923500008 0.34545372890000009 42.898324343550009 43.45354240915001 43.061965423550006 0.34581299960000006 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=2 -2 9 -3 -5 -6 -7 -8 -9 10 13 12 -11 14 15 16 17 18 19 -1 21 28 23 -22 -24 26 -26 -28 -15 -30
right_child=1 3 -4 4 5 6 7 8 -10 11 -12 -13 -14 20 -16 -17 -18 -19 -20 -21 22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0022032971916740719 0.061495578291387333 -0.041095437174606467 -0.072157195071937408 0.054218036845944818 -0.049486305238102761 0.069526840171644552 -0.18650055899071594 0.048990634032726681 -0.00019633967006131431 -0.061918326632023596 -0.052558276050464328 0.050303571223308863 0.027425091465796358 0.02831381449617227 -0.10779481209324621 0.059346822026586504 -0.079085988823323405 0.057356525279535844 -0.16848694391963923 0.056563441622882175 0.0006784298922983251 0.076758821816184666 0.048322403394268465 -0.13481711196218496 0.0014017810475437952 0.0068529987875797435 -0.17442776850329633 -0.021939558050430855 -0.082951857516702421 0.012426972395159479
leaf_weight=6.6037588246763423 2.9876084598945445 2.6488163564354172 1.7672318934928615 3.9721974804997435 3.9092385396361342 3.0756488442420951 1.3447121828794468 2.9654301367700091 124.87599153439032 0.65654676636950116 2.000051210725359 2.1108633922412992 1.2070739527698604 4.4348313532682395 2.1810822396073481 2.4854319862788534 2.5199819051213117 3.5244043255843271 1.4890246912837017 2.3807850740849972 3.553206793585562 5.1485740654170504 3.8144771556399091 1.9002722878940401 1.7240251595649199 14.627362646569962 0.92016533765126929 0.76497777132317424 3.2258024844340962 5.1369433817453682
leaf_count=116 12 20 14 18 26 12 11 15 1943 45 34 14 16 59 20 14 22 25 11 10 58 19 33 32 21 169 47 5 26 33
internal_value=1.8204e-05 0.0012388 -0.00238064 -2.19377e-05 0.000754384 -0.000805186 0.000633673 -0.00100653 0.000944609 -0.000677667 -0.00215833 0.0248173 -0.00405027 -0.000641019 -0.0101735 0.00103081 -0.00774391 0.00509943 -0.0124853 0.0133691 0.0038217 0.0176648 -0.00527685 -0.0465352 0.00502023 -0.00413758 -0.0512937 -0.105205 -0.00610918 -0.024364
internal_weight=219.957 145.78 74.1769 142.792 140.143 136.171 132.262 129.186 127.841 72.4096 68.4352 3.97448 1.86362 66.4351 21.1845 19.0034 16.518 13.998 10.4736 8.98454 45.2506 17.9462 27.3045 5.45348 21.851 18.0365 3.40917 1.68514 12.7976 8.36275
internal_count=2900 2057 843 2045 2025 2007 1981 1969 1958 829 754 75 61 720 218 198 184 162 137 126 502 137 365 90 275 242 73 52 118 59
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 1 2 2 1 0 1 1 1 1 0 0 0 1 2 2 2 2 0 1 0 2 2 1 1
split_gain=0.0579805 0.517712 0.0658852 0.811688 0.504756 1.73818 1.40039 1.80113 0.854096 0.541962 0.521254 0.827535 0.640667 1.54928 1.58068 0.459948 0.344403 0.331801 0.319014 1.74372 0.952163 0.970924 0.56433 0.902463 0.411891 0.291424 0.675094 0.524242 0.643266 0.274183
threshold=0.30949672165000003 0.37331217625000007 0.34554354660000003 0.34542378970000004 41.872669623500009 42.233786329550007 0.34518427590000006 43.673409002000007 41.755948821900006 0.3447052483500001 0.47943175355000006 0.34500464060000008 0.34458549145000011 0.34500464060000008 0.34521421515000011 0.47739588635000008 0.47778509625000004 0.48101853240000009 0.34632196640000007 41.261521012900012 42.929886289700008 43.874475754150005 42.487106141350004 0.48119816770000007 0.3465914194000001 0.4447920721000001 38.386256906100009 39.468990633150007 0.31810424840000007 0.34392682850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 9 -8 10 29 12 -12 15 -14 -15 25 -11 -5 19 -4 22 -22 23 -21 -20 27 -27 28 -2 -7
right_child=2 -3 18 17 5 6 7 -9 -10 16 11 -13 13 14 -16 -17 -18 -19 24 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.048999653689931179 0.021402166004135685 -0.10447595602907343 -0.075596000051622855 0.015045733367798389 -0.10300726869052168 0.00086196180674668775 -0.14693867928280654 0.013787202959954455 0.065982125507275516 0.010517019200543402 0.044955915041073477 -0.0083586834978703079 -0.072078433134388581 0.056844611955305407 -0.050196482363172749 0.053014450241455936 0.055788416539491598 0.066056732581421126 0.044802143332544619 0.032630884071731654 -0.085548507095819126 0.0054886173057257757 0.046771377052964032 -0.031299166769414972 0.0001187973808420195 0.015399411660783872 -0.053942498016965094 0.055258573946244761 -0.10881449307519486 -0.03841607767893486
leaf_weight=0.45220944751053949 1.2410321291536113 0.42764011255349033 3.6182777397334602 2.4975404583965419 1.9303984784055526 8.1648729010776204 1.4464999935007647 1.346014406532049 2.2887192419730118 4.3062398824840775 6.1676541641354543 5.5142792500555515 4.1095097233555844 3.0761465731629869 2.5013579571896116 1.9963073041290034 2.7558413071092218 2.6052035763859749 2.095661148428916 4.459505691193046 2.231972934503573 2.4657189934514463 3.8697091726353383 4.373738020658493 132.21106714123516 3.3082599369809031 2.4392160385614261 2.1027747099287808 0.54638841548148764 2.271686701104044
leaf_count=11 32 104 24 30 30 87 36 7 11 38 28 33 32 23 24 10 14 12 14 28 24 19 22 26 2062 29 26 11 39 14
internal_value=2.36965e-05 -0.0255953 0.000127123 0.00286556 -0.00052577 -0.0123318 -0.00370544 -0.0694675 0.00690798 0.00678918 0.00281125 0.0197896 -0.0064913 -0.0254881 0.00883961 0.0093264 0.0281833 0.0410894 -0.000976816 -0.0124327 0.000701487 -0.037765 0.0149268 0.000976228 0.000816016 0.000277036 -0.0140291 0.0214134 -0.0184032 -0.00768754
internal_weight=218.821 0.87985 217.942 62.6159 57.5132 22.2216 20.2912 2.79251 35.2916 17.4986 33.0029 11.6819 21.321 9.68701 5.5775 11.634 7.06208 5.10274 155.326 21.0189 17.4006 4.69769 12.703 8.83324 134.307 9.63767 5.74748 3.8902 1.78742 10.4366
internal_count=2900 115 2785 566 524 226 196 43 298 153 287 61 226 79 47 147 52 42 2219 143 119 43 76 54 2076 137 55 82 71 101
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 0 0 1 1 1 1 1 0 1 2 0 2 2 0 0 1 1 2 0 0 0 0 2 1 2
split_gain=0.0554863 0.382905 0.3813 0.32115 0.368603 0.193159 0.20506 1.53557 0.097526 0.435257 0.456268 0.692814 0.361598 0.593401 0.511347 0.310355 0.417099 0.351628 0.247792 0.175819 0.689873 0.830631 0.767294 0.269878 0.429481 0.560065 0.516909 0.993371 0.271557 1.33833
threshold=0.39672464895000009 48.919835655300012 0.39614083410000006 48.315732392000008 0.37331217625000007 0.3972336157500001 0.41932876265000008 0.31148768000000004 0.34491482290000003 0.34500464060000008 0.34503457980000002 0.34506451900000007 0.48218616210000004 0.3447052483500001 37.737818700150008 0.47512050540000011 42.233786329550007 39.530201452500002 0.47305469895000007 0.47670728420000003 0.35675578575000005 0.35814795965000007 43.968221017800005 0.47715637260000004 0.47739588635000008 0.47778509625000004 0.47868327295000007 40.337496327150006 0.34554354660000003 41.495754733000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 12 -10 -11 -12 13 14 -8 16 17 -16 -18 20 22 -22 -13 -21 -25 -26 27 -27 29 -28
right_child=5 -3 -4 -5 -6 6 8 -9 9 10 11 19 -14 -15 15 -17 18 -19 -20 23 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.04404604484566696 0.032925334966239429 -0.054129368973152042 -0.03107739037239958 0.075687640682868096 -0.10374021730746925 -0.15752926758265953 0.038717460949261033 0.060257446629180866 -0.041318281983365873 0.05245946331443932 -0.063972936290606561 -0.11439776136764535 -0.030757258544826541 0.031606945837513063 0.0084373304252341047 -0.024744126268819659 0.004881758320761825 -0.042759017221420254 0.058010289287229871 0.029523047462682729 0.085359725000798345 -0.034726008937073956 0.034674574858281008 -0.043896922627139394 0.03868965100173976 0.027483386338002569 0.046230389065803165 -0.086993043084248226 -0.00067686752403459485 -0.019731587593732194
leaf_weight=0.44882651430088949 1.7948778718127858 1.4109833147376774 1.3541123948525637 1.0223751217126844 0.2704711716651218 0.59763158613350131 2.7605140763335028 0.70643535329327278 2.5916961538605383 1.6401444450020779 1.7045906474813808 1.1635373178323778 2.4944377727806559 8.0964010166935605 3.1718782400712353 6.4539038274087934 1.7926750723272562 2.324830973171629 1.7203039973974228 3.1609929255209854 0.96699084485226228 1.4245730723778249 0.49097159784287203 2.1966847218573085 3.7748928368091574 1.2774968482553952 6.4498816244304162 1.8641086160205302 147.05152584813504 5.8801764193922281
leaf_count=12 12 13 7 3 111 29 35 43 25 6 13 62 19 45 21 41 34 36 7 26 10 54 5 17 17 10 36 34 2073 44
internal_value=2.67331e-05 -0.0109538 0.0087245 0.0396696 -0.0115247 0.000258465 -1.84225e-05 -0.0395505 0.000226537 -0.000630871 -4.19218e-05 -0.000527304 0.00563131 0.00907991 -0.000928149 -0.00800556 0.00398476 -0.0132161 0.0308988 8.82211e-05 -0.0205161 0.0138287 -0.0701609 0.000573882 3.07901e-05 0.000611045 -0.000273399 -0.0404426 0.000518384 0.0147733
internal_weight=218.059 4.50677 3.09579 1.74167 0.719298 213.552 211.757 1.30407 210.453 181.638 179.047 177.406 28.8149 26.3205 18.2241 15.4636 9.00969 5.49671 3.51298 175.702 4.04607 2.39156 1.65451 171.656 168.495 166.298 162.523 3.14161 159.382 12.3301
internal_count=2900 146 133 126 123 2754 2742 72 2670 2432 2407 2401 238 219 174 139 98 57 41 2388 131 64 67 2257 2231 2214 2197 44 2153 80
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 1 1 1 1 2 0 0 1 1 1 0 0 0 2 2 2 1 1 0 0 2 2 2
split_gain=0.0530503 0.92965 0.731213 0.32268 0.908637 0.844168 1.33291 3.85101 0.536566 0.268528 0.349705 1.85351 0.686858 0.922227 0.831324 0.23231 0.415639 0.246461 0.249327 0.237358 0.235569 1.86837 0.818951 1.15829 1.03953 3.48901 0.550141 0.503329 0.301234 0.5808
threshold=0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.34692075085000007 0.34744468730000005 0.35675578575000005 42.564639561200003 0.48759019190000008 0.48851830785000006 0.36106703390000006 0.35675578575000005 0.3465914194000001 0.47305469895000007 0.4622167001000001 0.45462710695000008 40.922041107600009 40.580626202750004 40.380906245900007 0.34524415440000006 0.34479506600000004 0.47814436690000012 0.46928235680000008 41.169697216150006 41.395309858300003 42.131954243650007
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 -8 -9 -10 11 -11 -12 -14 -15 16 20 18 19 -17 21 22 23 24 25 26 -1 -22 -29 -30
right_child=1 3 -4 4 5 6 7 8 9 10 12 -13 13 14 -16 17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.012806313278333238 0.057523787637777435 -0.034381724439305851 -0.066301305168445623 0.049038553449496751 -0.046741159903376656 0.066654616076719131 -0.17358276439920847 0.043911534899855074 -0.039907648317883494 0.062332875759255862 -0.082883411185703332 -0.034935101889036028 0.11430604816954082 -0.061288879771407394 0.00025285515768471995 -0.0016662408929765617 -0.047257277807239921 0.046696693337276017 0.023436705664357235 -0.12512397638354 0.042348897632039591 -0.097703058917281468 0.055906021777853677 -0.070069316309240959 0.052768459575936892 -0.15522825281117747 0.037196033473454869 -0.028417650612820207 0.022427976934261573 -0.0048878989117604544
leaf_weight=4.407880033031697 2.8652657106285906 2.679514678195118 1.7361796665936697 3.776014018803834 3.8677584975957862 2.9907824993133536 1.278260827064513 2.8301479890942565 1.6736030764877785 4.5702970381826153 1.0149957120884199 3.4289372134953737 0.69837806455325235 2.2391510941088191 111.27372105623908 0.36629357892888892 1.9691019216825214 2.0741251986473799 1.1831108920159747 0.27090046399462153 3.1017080150777465 2.1484158203238612 2.3554529977263874 2.480623975290654 3.331637670096824 1.4505670890212048 4.3935752511024475 3.2968484624288967 11.004951457711284 26.594055575085804
leaf_count=105 12 20 14 18 26 12 11 15 10 30 14 23 6 20 1840 31 34 14 16 14 17 20 14 22 25 11 21 24 96 365
internal_value=2.62496e-05 0.00112769 -0.00218971 -7.6904e-06 0.000651894 -0.000692877 0.000656411 -0.000873627 0.000854774 -0.000120869 0.0004195 0.0206382 -0.00098412 -0.00025628 -0.000961115 -0.000609264 -0.00199875 0.0231296 -0.00372369 -0.0541538 -0.000618473 -0.00945282 0.000840384 -0.00723371 0.00424122 -0.0115289 0.0121542 0.00351144 0.000565853 0.00310726
internal_weight=217.352 145.187 72.1654 142.322 139.642 135.866 131.998 129.007 127.729 124.899 123.225 7.99923 115.226 114.211 113.513 70.4292 66.5348 3.89443 1.8203 0.637194 64.5657 20.5682 18.4197 16.0643 13.5837 10.252 8.80146 43.9976 40.8959 37.599
internal_count=2900 2057 843 2045 2025 2007 1981 1969 1958 1943 1933 53 1880 1866 1860 829 754 75 61 45 720 218 198 184 162 137 126 502 485 461
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 0 0 0 0 1 0 1 0 1 0 1 0 1 0 1 1 1 1 1 1 2 0 1
split_gain=0.0514312 0.841317 0.500486 0.423629 0.364756 0.945515 0.409997 2.15034 0.88454 0.489909 0.38086 0.702851 1.23258 0.675869 0.488885 2.16224 0.424925 0.566045 0.803012 0.711224 0.560705 0.57805 0.78359 0.367012 0.930199 0.637671 1.13567 0.474831 0.671983 0.919456
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.348489042950007 0.54095685760000012 0.54317236010000014 40.036761086100007 0.55671985870000007 0.54511840960000013 0.57507260265000015 0.52772372085000019 0.39513787010000007 0.53592706805000012 0.39772761295000009 0.52324780695000006 0.38991347565000006 0.52266399210000014 0.38906020780000011 0.51929582950000019 0.39024280710000009 0.5096104907000002 0.36730936200000003 0.36543816055000006 0.40367054880000008 0.42019700010000005 0.4211999641000001 0.42829556000000008 39.468990633150007 0.54910032635000017 0.44705248345000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -6 8 -8 -7 -9 14 -12 13 -13 16 -16 17 18 20 -19 21 22 -1 -10 -25 -26 -27 28 -28 -30
right_child=3 -3 -4 -5 5 6 7 9 23 -11 11 12 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.0049262251946906319 -0.028993423649361041 0.043728477178576378 -0.037611038513479439 -8.0706635762563088e-05 -0.069362201861912082 0.064232887309627215 -0.09992321210095334 -0.0056788334971659147 0.072158204283141292 0.064168644337747188 0.062645359643933127 0.0052041369227613515 0.035657235173432604 -0.11333972101645187 0.055956863210994995 -0.12076159131731171 0.036999656647136135 -0.06989405226129812 0.052769664415546626 0.0072282963496355691 -0.02932511597366011 0.036614650542804453 -0.047705786227461265 -0.13243067869380221 0.096684032841939022 -0.16912707562098492 0.10335497522024258 -0.061663913680675309 -0.065243524488564325 0.020721820986286135
leaf_weight=37.762509479010987 5.3212071496054696 4.5405237877275786 3.4672812382632392 106.35626904419405 2.4089834352489587 2.2667594514787224 2.3646704584825775 2.974857950466685 0.58828803896903892 1.5158829366300777 3.0582096446305496 0.8559966986067592 3.9613287323154509 1.0977346692234276 1.2853866929654025 1.5007597313961012 3.586409641429781 2.3976655900478354 3.2348319627344599 2.3854299971571891 5.3233583979308596 5.1247423328459254 3.057765018194913 0.57645089597644883 0.61723621748387714 0.41900814932887342 0.68155608233064224 1.1001626793331523 1.6633263654803156 4.9373958030391805
leaf_count=366 44 33 34 1529 19 16 21 28 5 57 16 13 30 31 6 46 16 15 17 30 40 33 17 24 4 11 4 34 81 280
internal_value=3.46475e-05 0.0016263 -0.000281275 -0.00145834 0.00105658 -0.0102234 -0.00299371 -0.0227422 0.00754186 0.0178987 0.00439898 0.0237227 0.00359892 -0.0614016 0.0017581 -0.0392327 0.00357457 0.00155259 0.00444721 -0.0314315 0.00139825 0.00495797 0.000983667 -0.00460024 -0.00911804 -0.00157095 -0.00846147 -0.000430372 0.00882042 -0.000940722
internal_weight=216.432 104.755 100.214 111.677 96.7467 22.1146 19.7056 6.85541 12.8502 4.49074 74.6321 8.97327 5.91506 1.95373 65.6589 2.78615 62.8727 59.2863 54.5032 4.7831 51.2684 45.945 40.8203 10.5834 9.99514 9.41869 8.80145 8.38244 7.28228 6.60072
internal_count=2900 1327 1294 1573 1260 584 565 106 459 85 676 90 74 44 586 52 534 518 473 45 456 416 383 443 438 414 410 399 365 361
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 2 1 0 0 2 2 2 0 2 1 2 2 2 1 2 2 0 2 1 0 1 1
split_gain=0.0605137 0.316933 0.459683 0.236715 0.444041 0.314017 0.315599 0.225539 0.103138 0.338732 0.940965 0.813961 0.354633 0.351502 0.425571 0.257997 0.16118 0.658151 0.636668 1.12534 0.41108 0.22706 0.184432 0.481363 0.941663 0.439579 0.206066 0.164809 1.6346 2.69276
threshold=34.823977857500005 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.39458399450000009 0.43166372265000008 0.36543816055000006 37.020641110850008 0.38780276035000005 0.52877159370000015 0.52975958800000011 36.514114975300011 34.997818021800008 36.735256530150004 0.49850303880000008 37.858673296900008 0.37668033890000002 37.511241581900002 37.272044000450002 38.052786106700005 0.39724858540000008 38.318569170500005 38.703421923500009 0.54017843775000018 38.938637541200009 0.35814795965000007 0.50300889195000009 0.37138109635000011 0.37482410710000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 12 -11 -12 15 -13 -15 -2 17 -10 19 -19 -18 -20 26 24 -24 -25 -22 -27 -29 -30
right_child=8 -3 3 4 5 6 -8 -9 16 10 11 13 -14 14 -16 -17 20 18 21 -21 22 -23 23 25 -26 27 -28 28 29 -31
leaf_value=-0.031572773325799185 -0.012201055150582261 0.042153972722623889 0.10467057089374054 -0.12998568362177926 0.10721088753795804 -0.1155061978986566 0.038665307741469854 -0.13207008884645738 0.047606407336747737 -0.12343104242307466 0.12213918672738489 0.064655741419746726 -0.027896393743942573 -0.11041090793894159 0.043566598408281206 0.025378478309601622 -0.045878240450035246 0.019583182196794099 0.067594949194636753 -0.11984401550882061 0.052376981880762744 0.00079345262129856169 -0.066155717451144416 0.032617569863954886 0.021710248846854671 -0.0028515489679349672 0.0029825685395028501 0.05444384277614607 -0.13326791105933541 0.0020432203056976843
leaf_weight=0.74163683228107335 2.9888981053954904 1.9237036645918122 0.2949334681034087 0.20309789851307847 0.35654813051223755 0.19585540152183967 0.41228108880386571 0.31952309934422374 3.3874601298011831 0.90346847148612086 0.42866292595863331 0.25457170477966407 3.430757765629096 0.65735258946369868 0.24692168761248467 4.699067011475563 1.9505963208675883 1.2111355252854994 0.88289876375347409 1.1088860959134761 1.41969888692256 1.2009430513062396 3.0121772128331932 4.2118463783262987 2.0496594736323459 96.198525735671865 2.0849832454405259 5.7934502878924823 1.5016496963798989 71.40596945593461
leaf_count=67 33 48 4 3 2 17 118 5 33 29 1 8 21 69 17 26 24 24 7 19 10 37 34 36 26 905 38 63 32 1144
internal_value=3.41e-05 0.0115776 -0.0117278 0.0246222 0.00440534 0.0326991 -0.0109869 -0.0618333 -0.000209186 -0.00862911 -0.04196 0.00440609 -0.00116185 -0.039144 -0.0683657 0.0107684 0.000371266 0.0144676 -0.0110228 -0.047058 -0.000207914 0.0290964 0.000266752 -0.000165684 -0.0305767 0.000693755 0.0229916 -7.50185e-05 0.00331881 -0.00074373
internal_weight=215.477 4.44758 2.52388 1.46272 1.16778 0.964685 0.608136 1.06116 211.03 13.6097 2.49098 1.58751 11.1187 1.15885 0.904274 7.68797 197.42 7.79132 4.40386 2.32002 189.629 2.08384 187.678 184.173 5.06184 179.111 3.50468 174.9 78.7011 72.9076
internal_count=2900 264 216 144 140 137 135 72 2636 204 124 95 80 94 86 59 2432 120 87 43 2312 44 2288 2240 60 2180 48 2144 1239 1176
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 0 2 2 2 1 1 1 1 0 0 0 0 1 2 0 1 2 2 2 1 1 2 2 1
split_gain=0.0524055 0.368043 0.485537 0.467479 1.48247 1.14632 0.351902 0.260063 0.783982 0.455267 0.674079 0.725205 0.309174 0.403293 0.285236 2.11811 0.467266 0.476712 0.268676 0.532656 0.731785 0.257384 0.241507 0.175221 0.632816 1.28694 1.39608 0.544555 0.472863 1.61923
threshold=0.47727612945000003 0.47577916830000005 0.34479506600000004 42.686561923500008 42.718072821900002 0.34494476210000008 0.47760546090000006 38.938637541200009 39.039757512550004 37.962710038050005 0.34307356065000005 0.34427112960000006 0.33672644530000007 0.31810424840000007 0.47305469895000007 0.46594413340000007 0.42646926740000007 0.3972336157500001 0.31123319660000009 48.680511450650009 0.37331217625000007 0.34458549145000011 42.564639561200003 43.124157941850008 43.542456167850005 0.34524415440000006 0.3453938505000001 43.411469133450005 42.674081447500008 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 12 -12 13 -1 15 16 17 18 19 20 -10 -13 -16 28 27 -26 -27 -25 -8 -30
right_child=6 2 3 4 5 -7 23 8 14 -11 11 21 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.024953685433131343 0.026379498147800579 -0.067475485561070747 -0.03132485819975013 0.12571633783401939 0.056283106313090019 -0.11233674897652 -6.7907171227736524e-05 0.10971888001858195 0.041364839937886526 -0.079058965985769808 0.032467825145948911 -0.28536981634779451 0.059382059704438363 -0.078948176581639051 0.038633604367667357 -0.14113105390230482 0.030544784956763028 -0.063216777184096393 -0.032936814106548792 0.032131084987065552 -0.13515011442839883 -0.11264367843313561 -0.0021055998791126291 0.014863331787643753 -0.10982187473748495 0.1293043251839682 -0.0010032521215280101 0.073068004589767352 0.014375444001644134 -0.068372569006473455
leaf_weight=1.1620270605199072 5.1819272823631755 1.8282868010428481 3.7586423298344016 0.91837415099144015 0.75855367071926572 0.86055627654423006 132.38741002914685 0.71966664679348724 0.44343583099544215 0.99622438878577657 0.24527544155716885 0.15983671696994861 1.1058716871775685 0.55057032898184832 3.4863781812600783 1.0481741582043458 5.0002037887461483 1.3300104249792637 1.571964021772146 3.6747588608413935 0.49934457217023009 0.18744165222051379 2.49756734224502 5.857042246279887 1.0463828746578681 0.85040152072906749 24.784029803930025 2.2154041521280305 5.2193790348246676 4.3238395737134852
leaf_count=28 25 14 35 2 7 38 1536 4 11 17 3 5 12 39 24 18 88 49 8 19 92 38 29 54 11 2 553 20 35 84
internal_value=3.04373e-05 -0.00364849 -0.0221096 -0.00893607 0.0242273 -0.0333383 0.000694006 0.00242902 0.00721552 -0.0195869 -0.00221748 -0.0991693 0.0181656 -0.00844896 0.00344256 -0.00457876 0.00685366 -0.00890008 0.00277158 0.0149279 -0.0521265 -0.192142 0.02163 -5.93185e-05 0.00630475 -0.00111765 0.0033196 0.030837 -0.00161763 -0.023116
internal_weight=214.669 32.8032 8.12441 6.29613 2.53748 1.61911 181.866 24.6788 20.2715 4.40725 3.41102 0.592554 2.81847 1.7126 19.5518 13.5679 12.5197 7.51951 6.1895 4.61754 0.94278 0.347278 5.98395 176.684 34.7533 26.6808 25.6344 8.07245 141.931 9.54322
internal_count=2900 580 96 82 47 45 2320 484 342 142 125 46 79 67 338 285 267 179 130 122 103 43 53 2295 640 566 555 74 1655 119
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 0 1 1 0 0 1 2 0 0 1 2 2 0 2 2 1 2 2 1 1 1 0 0
split_gain=0.0553092 0.538444 0.355698 0.403605 0.366725 0.495147 0.32186 0.769942 0.362909 0.881735 0.724881 0.871101 1.94489 1.19089 0.665674 0.652199 1.36399 2.08789 0.691947 0.516029 0.388494 0.563689 0.381819 0.350214 1.19591 0.605559 0.683884 0.282401 3.14513 0.751765
threshold=41.322103772800006 41.395309858300003 41.134354310300004 41.028010303750008 0.48077901860000011 41.24714903835001 0.54095685760000012 0.54317236010000014 0.40367054880000008 0.41917906650000009 0.54475913895000005 0.55671985870000007 0.4211999641000001 39.420767558750008 0.55980359870000018 0.56704889075000009 0.45601928085000004 39.091773401050006 40.742467179200005 0.56915960600000015 40.621691032550004 39.420767558750008 0.49091344570000006 40.305698932850007 40.496232821400007 0.34527409360000011 0.3459626957000001 0.39078171310000004 0.52772372085000019 0.52161611930000007
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 23 -8 -9 -10 -11 12 -12 -14 -13 16 17 -16 19 -17 21 22 -21 27 -25 -26 -27 29 -29 -1
right_child=1 -3 4 -5 5 -7 7 8 9 10 11 14 13 -15 15 18 -18 -19 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0017025046063163648 -0.044546784729408595 -0.00040828613017168994 -0.0092149100100186853 -0.033574235747141121 0.06147356664862437 0.0053272414737805113 -0.062753556410372266 0.061318969662135049 -0.12488531856082348 0.060891095941895401 0.033648781380428823 0.061603429871173371 -0.029024784329713772 -0.15957865059855858 0.012368774543883125 0.048935486191759268 0.046734429759353296 -0.16447784095580298 0.077349527181355571 -0.11044123782948256 -0.1697574588877796 0.019735694130275816 0.027021460240826606 0.065364796520542265 -0.033108077118717133 0.057048703095564313 -0.0084681698722260442 -0.1475665166449209 0.013307118682221923 0.03113262171231701
leaf_weight=42.824199952972776 2.8396125233630292 103.50630457018087 2.8561173200141621 3.4794276761203937 3.209814540023217 3.0758188765867089 2.4203398076351759 0.8410862702876355 0.60196773927600844 1.6700561242178107 1.8951072973141005 1.8422672029410012 1.3317869301536123 1.4698222493752835 1.3326799802016451 1.3207612981786949 1.362587709118088 1.3377160967793313 1.4564957209950078 0.77134251182633373 0.17795312253292639 1.6226471597001362 0.27378515741793308 3.9201704398728898 3.530902910337316 2.6868142131716013 3.9143330240622163 1.4917144501960118 6.5574134069029242 8.3288931474089605
leaf_count=393 22 1518 21 34 23 22 19 8 27 10 13 24 32 14 26 21 13 20 26 133 8 53 137 32 27 13 35 58 76 42
internal_value=3.04647e-05 -0.00158686 0.00162888 -0.00012301 0.0204978 0.0339989 0.00110238 -0.00958605 -0.0029213 -0.00584715 -0.00183611 -0.00830467 -0.0445926 -0.0975179 0.00651798 -0.0039918 -0.0346794 -0.0762213 0.0180183 -0.00272235 -0.0266978 -0.0171551 -0.074431 0.00427274 0.0184648 0.000318852 0.0181987 0.000904106 -0.016507 0.0036438
internal_weight=213.95 106.346 107.604 98.4623 9.14175 6.28563 94.9828 21.7284 19.3081 18.467 17.865 16.195 4.69672 2.80161 11.4982 9.65597 4.03298 2.6704 5.62298 4.16649 2.84573 2.66777 1.04513 73.2544 14.0522 10.1321 6.60115 59.2022 8.04913 51.1531
internal_count=2900 1540 1360 1294 66 45 1260 584 565 557 530 520 59 46 461 437 59 46 378 352 331 323 270 676 107 75 48 569 134 435
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 2 0 0 0 0 2 1 0 0 0 0 2 2 1 0 1 1 1 1 1 1 1
split_gain=0.0646341 0.272087 0.405539 0.209934 0.205828 0.404854 0.264821 0.261778 0.120984 0.104992 0.0993153 0.117593 0.171414 0.0917109 0.0913868 1.29921 0.329784 0.302705 0.410856 1.25019 0.665911 1.41874 0.530996 0.24745 0.101225 0.175738 0.335238 0.230118 0.383198 0.346778
threshold=34.823977857500005 33.96174662340001 0.38185982460000006 0.36543816055000006 0.38573695400000008 0.38906020780000011 0.39458399450000009 0.43166372265000008 35.131296350900008 0.5089817670000002 0.55240861050000023 0.56793209785000009 0.56859076075000015 33.384956903900012 0.34193587020000005 0.4447920721000001 0.4588185982500001 0.42646926740000007 0.41155953415000007 35.818873074050011 48.461603274950008 0.31123319660000009 0.37331217625000007 0.34392682850000006 0.34427112960000006 0.34458549145000011 0.3447052483500001 0.34491482290000003 0.34500464060000008 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 3 13 -4 -6 -7 -8 -2 -3 -9 -12 -13 -1 15 17 -17 18 20 -20 21 22 -10 -16 -25 -26 -27 -28 -29 -30
right_child=8 9 4 -5 5 6 7 10 14 -11 11 12 -14 -15 23 16 -18 -19 19 -21 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=-0.0020687253461237707 -0.027590089002325752 0.06517025287926953 0.10422545972738979 -0.12840194870951935 -0.126645768260055 0.10649075974832455 -0.11215192044760335 0.10533956720612606 0.037594611884705267 0.017850885973860173 -0.1050234757941933 0.1050993021587622 -0.10081775492612016 -0.075397446757940356 0.02514172924360001 -0.042905260217052391 -0.13529269327632021 0.030794929554547597 0.039096202149825468 -0.15663587148021998 -0.015936358342151534 0.12995422250055508 -0.11678126017091038 -0.024165162230278307 0.019512479274570716 -0.038348431670338301 0.015623590275978639 -0.038988447710390228 0.046876114373206379 -0.00045348463448925501
leaf_weight=0.46843749089748532 1.6031079771273642 0.90633710031397619 0.2684030458331107 0.29663695394992828 0.18885453231632687 0.32522672414779663 0.16637886244461697 0.1389911025762558 0.43979899771511366 0.97152596561682003 0.075050315084808972 0.13334448635578156 0.058014367820305779 0.26821572736662347 4.0003688633441916 0.70283879898488411 0.85808339904178865 3.0105531718581906 0.65972344204783417 0.64573091239435598 5.0187638332135975 1.0766207091510294 0.45159191754646599 1.7163018807768811 4.6112079439044455 2.2812972231768063 9.2134540782717504 2.561269581783562 1.5624248402018555 168.32193252760499
leaf_count=59 24 16 4 5 3 2 17 1 11 32 8 1 108 8 24 20 32 27 5 39 30 5 104 12 24 15 55 26 7 2176
internal_value=2.47916e-05 0.0122107 -0.0101883 -0.0573707 0.0258114 0.00642906 0.0344465 -0.00653217 -0.000224222 0.0406892 0.0368149 0.00106411 0.0426713 -0.0287677 -1.24229e-05 -0.00817516 -0.0936933 0.00363495 -0.00622568 -0.0577209 0.00339601 0.0526968 -0.0406145 0.000528083 1.05825e-05 0.000230644 -0.000252733 0.000225677 -0.000597005 -1.81948e-05
internal_weight=213 4.26542 2.38755 1.03329 1.35426 1.08586 0.897006 0.571779 208.735 1.87786 0.4054 0.266409 0.191359 0.736653 207.132 12.8637 1.56092 11.3028 8.29223 1.30545 6.98678 1.96801 0.891391 194.268 190.268 188.552 183.94 181.659 172.446 169.884
internal_count=2900 264 216 72 144 140 137 135 2636 48 118 117 109 67 2612 273 52 221 194 44 150 120 115 2339 2315 2303 2279 2264 2209 2183
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 0 1 0 0 0 2 1 0 0 2 2 0 2 1 2 2 0 1 0 2 2 2 0
split_gain=0.0549653 0.230617 0.525658 0.417785 0.443974 0.3528 0.290161 0.301796 0.315337 0.370529 0.170556 0.195606 0.0965683 0.076241 1.11345 0.321633 0.256573 0.313992 1.17123 0.298041 0.202948 0.169298 0.27528 2.21695 0.783566 0.868767 0.201716 0.207052 0.229525 1.0624
threshold=34.823977857500005 0.31100865245000009 0.4942366995000001 0.34392682850000006 33.151194885250007 0.36543816055000006 0.51243974730000008 0.51484985480000012 0.38906020780000011 0.54384599265000022 0.56793209785000009 0.56859076075000015 35.131296350900008 0.34193587020000005 0.4447920721000001 0.4588185982500001 41.902916368500009 48.680511450650009 0.39614083410000006 40.742467179200005 0.34392682850000006 35.461062230100005 36.372781240150012 0.50482021495000018 0.38733870245000007 0.52161611930000007 36.625813070500008 37.020641110850008 37.858673296900008 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8 -9 -10 -11 -12 -2 14 16 -16 19 18 -18 -14 -15 -22 23 -23 -25 -26 -24 -28 29 -29
right_child=12 2 5 -5 -6 6 7 8 9 10 11 -13 13 20 15 -17 17 -19 -20 -21 21 22 26 24 25 -27 27 28 -30 -31
leaf_value=0.10474529276449121 -0.024491781785193394 -0.10944917997164559 0.10476521508743566 -0.14620086072962171 0.087715883040762693 -0.070021354225064322 0.10759720697613669 -0.071323581857227078 0.06353278084521588 -0.1097947659412055 0.094539429505441488 -0.10090201310901813 -0.0026017876874557637 0.022894816751881659 -0.039112758619829054 -0.13232330821981572 0.025618717871279319 0.0059910961765027781 -0.12121859278994125 0.056387135813389125 0.027541378788326066 -0.14830548838502655 0.032355394975572375 0.077817240003525689 0.09755262423968758 -0.10920255330651291 -0.024629801779620136 0.076898107051170908 -0.0003996340777482313 -0.0077470936846517503
leaf_weight=0.24909169226884742 1.6241362563159771 0.21035996211139751 0.46580037474632296 0.36017560004074767 0.24986394681036472 0.38377394119743291 0.36240296065807376 0.39544025715440501 0.9846076196990905 0.21809471956476045 0.12744089914485812 0.085609710638891556 1.7621480665402471 3.9561062511056653 0.69436053954996058 0.79295733582694083 1.2406436506789762 5.4876906657591462 0.96630326870945271 1.6665741540491579 2.2077828551136909 1.056557877804152 1.9302423173830892 1.296903543174267 0.30008479789830733 0.62967973619925033 3.3887805490812744 2.1339202570961779 172.39292098958322 4.8596693872314063
leaf_count=2 24 39 4 32 6 6 2 8 11 23 2 129 30 24 20 32 89 32 44 26 22 13 22 6 4 51 47 17 2044 89
internal_value=2.24726e-05 0.0114992 0.00545617 -0.0655347 -0.00240467 0.024721 0.0101417 0.0242955 0.00762756 0.0296798 -0.0476305 0.0160056 -0.000202927 -1.21365e-05 -0.00754673 -0.0888076 0.00331875 -0.00681942 -0.0386734 0.0260705 0.000477254 1.09661e-05 -0.000312357 -0.0290143 0.0275896 -0.0424716 0.000197833 -0.000141775 0.000320827 0.0180803
internal_weight=212.48 4.09266 3.84357 0.8204 0.460224 3.02317 2.55737 2.1736 1.81119 1.41575 0.431145 0.213051 208.387 206.763 12.6107 1.48732 11.1234 7.69464 2.20695 3.42872 194.153 190.197 187.989 3.28323 2.22667 0.929765 184.706 182.775 179.387 6.99359
internal_count=2900 264 262 77 45 185 181 175 173 165 154 131 2636 2612 273 52 221 165 133 56 2339 2315 2293 74 61 55 2219 2197 2150 106
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 0 2 2 2 2 1 1 2 0 2 2 0 0 2 2 0 2 2 1 2 2 0 2 2
split_gain=0.0561061 0.940944 0.621847 0.37635 0.621932 0.209794 1.17273 0.430551 0.738839 0.621034 1.10729 2.06409 1.02756 0.683807 0.616214 0.605523 1.11017 0.393471 0.452278 0.544283 0.360066 1.23592 0.376021 0.671897 0.620491 1.60141 0.416409 0.464851 0.375944 0.474465
threshold=0.48543456785000005 0.48368312325000012 0.34587287805000005 0.48181192180000004 0.48140774230000011 40.922041107600009 0.47997065955000012 41.289992964000007 41.468518788800004 42.178283198950005 42.686561923500008 0.34545372890000009 0.34569324270000007 42.448133449100006 0.48101853240000009 42.773538294100007 43.022303514600004 0.47760546090000006 0.47694679800000012 41.792045663550006 39.039757512550004 0.47778509625000004 38.938637541200009 38.115457128050004 0.34392682850000006 37.797539186950011 37.858673296900008 0.42314601355000009 40.380906245900007 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -7 -9 12 11 13 17 -11 15 -12 -17 18 19 -10 21 22 23 24 26 -26 27 -1 29 -22
right_child=2 -3 -4 -5 -6 7 -8 8 9 10 14 -13 -14 -15 -16 16 -18 -19 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.069768225877517756 0.034912381451212053 -0.052813252868952824 -0.00010774332771978737 0.019410302285360559 -0.061911070068514901 0.030520346259179262 -0.070461772805966827 -0.048562473353944674 -0.096952657675919207 0.048844089900150149 0.057541953624217324 -0.13131685685460329 0.063776988201643625 -0.041612600634032465 0.059075642969360867 -0.079153105585670319 0.0028445632250841649 -0.033161690693498835 0.049131195654094822 0.028888078771216782 -0.0042785082201495205 0.096564207965938384 0.060399731928946702 -0.082922157401946014 0.040285581039331123 -0.22521078147663506 0.090092965773546793 0.03231187056403774 0.014264466655971142 -0.054892283084683614
leaf_weight=0.60425902090356221 5.2874821340665212 3.4915481911739326 123.54016618848459 9.061323249130508 1.7044701776467253 5.0757595200557253 2.7065432947129002 2.9507209924049667 0.59442660759668642 1.5692988077789807 1.7018926206510574 1.8310505017871035 4.037798042409122 1.7877298060921019 1.9416026566177595 1.8157664703394427 18.213357015636575 2.3756072469986975 2.0873025581240654 0.81486265191051643 4.8211358267581073 1.5480465739965437 0.79111697711050499 1.1005653505853841 0.56985842129324726 0.37781267796526663 0.78030579292681057 1.7043470856733618 3.9047137477318756 3.007479508407414
leaf_count=53 30 24 1955 48 14 36 22 19 17 25 16 34 23 31 9 35 252 21 10 29 30 11 5 14 44 5 5 25 31 27
internal_value=2.34147e-05 -0.00200467 0.00132959 0.000227371 -0.00224108 -0.000760932 -0.00883519 0.00302043 -0.000325166 0.00334603 -0.0040703 -0.0459108 0.0249445 0.000672882 0.00509944 0.000276826 -0.00458904 -0.00175725 0.0195791 -0.0241905 -0.000152315 0.016999 -0.0037778 -0.0136611 0.00522279 -0.0655612 0.0269391 0.00559323 -0.0110809 -0.0237225
internal_weight=211.798 82.9707 128.828 79.4792 70.4178 68.7134 21.9162 46.7972 41.7214 38.7707 28.8607 5.18808 9.91 3.35703 23.6726 21.731 20.0291 5.8722 3.49659 1.40929 19.2096 7.47631 5.92827 5.13715 4.03658 0.947671 3.08891 2.30861 11.7333 7.82862
internal_count=2900 915 1985 891 843 829 272 557 521 502 402 90 100 56 312 303 287 77 56 46 250 162 151 146 132 49 83 78 88 57
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 2 2 1 1 1 0 1 1 2 2 2 0 1 1 2 2 1 1 1 0 0 1 0 0 2
split_gain=0.0526188 0.63547 0.296996 0.336145 0.168251 0.572912 1.48281 0.173509 0.41002 0.497599 0.330999 0.238021 2.42438 0.809491 1.60983 0.199508 1.22681 2.52308 0.903063 0.878393 0.812252 0.67204 0.790823 0.621856 0.774612 1.59135 0.547508 1.04489 0.546582 2.4072
threshold=0.47727612945000003 0.47715637260000004 0.47778509625000004 0.34530403280000005 0.47868327295000007 40.621691032550004 43.124157941850008 0.34458549145000011 0.34491482290000003 0.34515433670000012 0.47943175355000006 0.34566330350000002 0.34569324270000007 42.988308018450006 41.21013581150001 41.872669623500009 0.49128768600000011 0.35877668335000007 0.3459626957000001 41.621607100200002 40.712530798250008 0.36501901140000009 0.36543816055000006 0.36730936200000003 0.50579323975000012 0.51243974730000008 0.34620220950000008 0.48320409570000006 0.50300889195000009 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 -11 13 -13 14 -12 16 20 -18 -17 21 -14 -19 -23 -24 -25 -26 -20 -28 29 -29
right_child=2 -3 4 -5 7 6 -8 8 9 10 11 12 15 -15 -16 18 17 19 26 -21 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=-0.0010879775499646959 -0.00012921616243396383 -0.079734649459282908 0.013303846150321215 0.040088706733331703 -0.027845501616132674 -0.12576576303481976 0.031232307639606816 0.026858329401029609 -0.034691967862680438 0.029071157318496212 0.036270743979878194 -0.15549179076091083 -0.010397735399636053 0.059453296700725002 -0.051984171481170398 0.045432972564188781 0.1039961324233618 -0.042455969666695847 -0.05494675855430789 -0.068192413485921019 -0.071237127892492758 0.06918178082617682 -0.043208294266746217 0.042846435812568973 -0.097839540870589062 0.0020768799987660332 0.088381805545124259 -0.059563866017349566 0.0052283699444055547 0.050677591331480587
leaf_weight=30.428145083017629 4.3398153223097307 1.0632882025092829 2.7437129057943812 3.987861193716526 2.1551004389621076 1.3057979473378512 1.1155028175562618 5.787127472460269 4.084499549586325 3.9974087248556307 4.7881831061094982 1.0112788565456856 4.7655937097733823 2.8971359431743613 3.636518931016326 4.9267918281257144 2.3050974961370221 3.6088262945413581 1.7161786854267109 1.9672386184538471 4.0673162341117859 1.7000025361776341 3.1555609330534926 4.3777578262379384 1.6413908092072222 55.219595370961315 1.3772292854264367 5.8690172024071199 37.943503275186231 2.9897097127832239
leaf_count=568 22 12 18 19 18 37 8 27 26 26 27 10 37 10 35 20 27 23 10 40 26 6 18 30 30 904 7 38 777 44
internal_value=2.68229e-05 -0.00374343 0.000688346 0.0191299 -0.00020895 -0.0179831 -0.0534361 0.000344124 0.000714938 -0.000242349 0.000671579 -8.5435e-05 -0.00122391 0.0138559 -0.00182445 -9.03899e-05 -0.00318827 0.00101763 0.00458891 -0.00229441 -0.0384126 -0.000434565 0.00185985 8.25611e-05 0.00231329 -0.00080738 0.000555883 0.00253292 6.67927e-06 -0.0223588
internal_weight=210.972 31.4914 179.481 8.32768 171.153 5.16501 2.4213 165.988 163.833 158.046 153.961 149.964 138.642 11.3218 8.4247 137.631 82.8084 73.9755 54.8224 71.6704 8.83291 69.7031 66.0943 64.3943 61.2387 56.861 49.8956 48.1795 46.8022 8.85873
internal_count=2900 580 2320 41 2279 63 45 2216 2198 2171 2145 2119 2047 72 62 2037 1141 1078 896 1051 63 1011 988 982 964 934 876 866 859 82
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 1 2 1 0 1 2 0 1 0 2 1 2 1 1 1 0 0 1 1 0 0 0 0 1
split_gain=0.0571966 0.810628 0.45722 0.392911 0.308193 0.246134 0.399708 0.222987 0.698442 0.140695 0.532543 0.611897 0.289579 0.276714 0.234073 0.45066 0.153212 0.783723 1.11836 0.476658 0.500787 0.265535 0.389092 0.530862 0.207564 0.385008 0.144465 1.0172 0.277224 0.21962
threshold=0.6018382683000002 0.45772581660000006 0.60665848330000005 0.62143349005000015 0.47777012665000013 46.177190236600005 0.5024400467000002 44.710446918150005 0.45877368940000007 0.58388970390000006 0.46208197360000008 42.599563320500003 0.57995269605000022 0.45877368940000007 0.57507260265000015 40.922041107600009 0.45206730335000006 39.468990633150007 0.46419268885000003 0.44705248345000009 0.43887907550000005 0.56501302355000016 0.55754318735000019 0.4323972336000001 0.43374449865000003 0.54749857790000023 0.55041765215000005 0.55671985870000007 0.54749857790000023 0.4211999641000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 7 -5 -6 -7 8 -4 12 -11 -12 14 -14 16 -16 19 -18 -19 20 21 22 24 -24 26 -26 28 -28 29 -1
right_child=1 2 3 4 5 6 -8 -9 -10 10 11 -13 13 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00060056809287664257 -0.13472718920449625 -0.12584994590063051 0.11262437834798965 -0.12359183729900634 0.029033527154070721 -0.11314239132654541 -0.00063861101431533914 0.079648308073449428 -0.10588806195810779 0.045393736497817937 0.017692698268806387 -0.12167575700822414 0.0016261619135396006 -0.076385816843635421 0.079334657849345444 -0.017908974396404036 0.014521261161767933 -0.12000256747807346 0.011504771419806173 0.039860397634776189 -0.0420378062555163 0.029398582227222022 0.014600904947142904 -0.07632193038793196 0.069200326457173097 -0.010319878248152392 -0.077675341797229958 0.078240436148128839 0.037010761659835779 -0.021202230011745503
leaf_weight=167.76394106817679 0.47628972555685223 0.26676198207860569 0.2874813377857206 0.22570461203986303 1.374091658903126 0.41558850277215231 1.3151608980842864 0.96668861602665856 0.29781129715411225 2.6173034319290305 0.89517383310976562 0.48609371937345713 0.85807389118053723 0.96717738800725783 1.0461506898227515 0.87531719310209144 3.6288940032500241 1.3598873263690623 1.2329998187487943 3.0228784334085494 2.813715511962072 3.1194149283692232 1.1065699648752336 1.5300406049937008 1.220444337002845 1.2149899650830773 1.2927159416249185 0.61869793166988518 2.047875663432932 4.7508945291629052
leaf_count=1724 23 30 1 19 214 11 88 19 67 43 51 27 15 41 31 25 42 34 18 27 39 39 40 21 32 11 65 7 20 76
internal_value=3.4712e-05 -0.00991265 0.00163223 0.00859735 -0.0107673 -0.00256561 -0.0276531 0.0501539 0.00143987 0.000308394 0.0188821 -0.0313537 -6.2075e-05 -0.0397114 0.000302242 0.0350357 -3.70109e-05 -0.0154792 -0.0574667 0.000467331 -0.000167835 0.00047013 -2.69328e-05 -0.0381622 0.00053507 0.0295293 0.000134935 -0.0272076 0.000434328 1.39765e-07
internal_weight=210.095 5.62558 5.14929 4.88253 3.33055 3.10484 1.73075 1.55198 0.585293 204.469 3.99857 1.38127 200.471 1.82525 198.645 1.92147 196.724 6.22178 2.59289 190.502 187.479 184.666 181.546 2.63661 178.91 2.43543 176.474 1.91141 174.563 172.515
internal_count=2900 472 449 419 332 313 99 87 68 2428 121 78 2307 56 2251 56 2195 94 52 2101 2074 2035 1996 61 1935 43 1892 72 1820 1800
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 1 1 1 1 0 2 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1 0 0
split_gain=0.0535082 0.775784 0.477866 0.273184 0.726387 0.812163 1.72721 0.595213 1.19859 0.198657 0.374059 0.917839 0.735581 1.55913 0.402815 0.251568 0.652852 0.663206 2.10357 1.06226 0.923211 1.14462 0.604826 0.27571 0.394495 0.387314 1.05689 0.398913 0.357786 0.537166
threshold=0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.48543456785000005 0.34566330350000002 0.34632196640000007 0.3465914194000001 0.34692075085000007 0.49588335680000006 42.049402686800001 0.35675578575000005 0.36106703390000006 0.36254902550000007 0.36730936200000003 0.37138109635000011 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.38733870245000007 35.616518500750011 0.38906020780000011 0.39024280710000009 0.39167988980000007 0.39388042275000007 0.39513787010000007 0.53484925600000011 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 -9 -10 11 -11 -12 -14 -15 22 -17 18 -18 -20 -19 -22 -16 -23 -25 -26 -27 -28 -29 -30
right_child=1 3 -4 4 5 6 7 8 9 10 12 -13 13 14 15 16 17 20 19 -21 21 23 -24 24 25 26 27 28 29 -31
leaf_value=-0.00093850201332168677 0.053747881851822193 -0.031691070299847732 -0.055006229125907961 0.044776895681670752 -0.035389604213769063 0.12620571233201422 -0.053407289357579851 0.11077098840809481 0.039565611017751495 0.016308330106046719 0.038925582251899717 -0.064661975700082711 -0.094585032982113709 0.064198110685306786 0.020224286144630378 0.038693693063756349 0.055668391791498906 0.043480106880448559 -0.13573179398931512 -0.022891705570917117 -0.069363613401364127 0.025827326700107518 -0.037521916916375353 -0.03161698314052374 0.023676716210069667 -0.10812790367265264 0.037160253065984979 -0.021750630957990714 0.035920480019150776 -0.0011212069574058159
leaf_weight=67.634393037442351 2.7493191397516048 2.6510241082869461 1.6751557083334763 3.6418450213968745 6.3486148301744825 1.0969365350902069 2.0394753813743582 0.98782703280448814 1.2664016783237446 2.7133543412201098 4.8921753764152518 2.8921814259811072 1.7410157378762949 0.9933365061879148 2.818355042487382 4.5266222873469806 1.6821679859422136 5.0166383555624625 1.7340591307729485 1.6077786355745045 2.3584020494017741 4.3405421767383805 5.088562837918289 3.7712556147016576 7.1381298820488146 0.90566070318891334 2.8607234261653494 7.3492679030150603 4.2434370208648025 50.57444058865326
leaf_count=829 12 20 14 18 42 4 13 6 6 22 38 34 13 4 17 40 10 32 37 28 21 24 39 23 44 51 33 220 37 1169
internal_value=2.71961e-05 0.00115199 -0.00224528 9.8646e-05 0.000724627 -0.00050016 0.00127697 0.000167722 0.001067 0.000167789 -0.000250611 -0.0254684 0.00099328 -0.000713118 0.000814155 0.000220267 0.00160317 -0.000190917 -0.035535 -0.0814437 0.00181419 -0.000687826 -0.0169388 0.00130722 -7.78155e-05 0.00154993 -0.000845569 0.000648581 -0.00103156 0.00174618
internal_weight=209.339 140.03 69.3095 137.28 134.629 130.987 124.639 123.542 121.502 120.515 119.248 5.60554 113.643 108.75 107.009 106.016 98.1091 93.5825 5.02401 3.34184 88.5585 83.5419 7.90692 81.1835 76.8429 73.0717 65.9335 65.0279 62.1671 54.8179
internal_count=2900 2057 843 2045 2025 2007 1965 1961 1948 1942 1936 56 1880 1842 1829 1825 1769 1729 75 65 1654 1622 56 1601 1577 1554 1510 1459 1426 1206
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 1 1 1 0 2 1 0 2 1 0 2 2 2 0 0 1 2 0 2 1 2 2 2
split_gain=0.0538405 0.592888 1.06517 0.672802 0.861862 0.347663 0.728134 0.603401 1.24099 0.663548 0.28347 0.78919 0.525099 0.329135 0.24285 0.333298 0.810987 0.800216 0.516738 0.503209 0.229283 0.291275 0.229224 0.273971 0.452479 0.315639 0.387958 1.01095 0.500548 0.162302
threshold=0.34491482290000003 0.48320409570000006 0.48181192180000004 0.34482500525000009 0.47851860725000006 0.47694679800000012 0.34506451900000007 0.34518427590000006 0.35675578575000005 0.35814795965000007 0.47778509625000004 42.467547400400008 0.34515433670000012 0.47851860725000006 48.919835655300012 0.31100865245000009 0.39614083410000006 43.812290675100009 44.921040431000009 42.773538294100007 0.47943175355000006 0.47961138885000004 0.3447052483500001 41.902916368500009 0.47739588635000008 40.742467179200005 0.34392682850000006 38.115457128050004 37.186372654950006 38.703421923500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 6 -2 -8 -9 -10 11 -7 -12 -14 15 16 18 19 -1 22 -15 -22 23 24 25 26 27 28 -17 -23
right_child=5 -3 -4 -5 -6 10 7 8 9 -11 12 -13 13 20 -16 17 -18 -19 -20 -21 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10371587951193476 -0.13115064585127387 -0.053692623042438707 0.082929136718441127 0.049902140673674628 -0.049106335333136353 0.035675313344073221 0.061024069681678256 -0.11342025245096805 0.079981499790694743 -0.031602408073558984 -0.035600342219314234 -0.023909389894421786 -0.036194949107087135 0.023344442143316543 -0.019615990599764987 -0.01419233940162145 -0.10372132379870661 0.057337253855957629 0.074132802964440414 -0.046543363087394887 -0.062211875019652446 -0.0064414075500379211 0.037135529938331684 -0.035274726933260989 0.05537204822066491 0.038072242273830458 0.034478709622082451 -0.064679828495350658 0.073156616431669222 0.0018946655540971417
leaf_weight=0.21364820730378997 0.58972455537877877 1.7150174672715355 1.7327979952096928 2.7196458844846338 3.4380590890796148 6.8350423481315357 0.88332190111032094 1.2047507627739835 0.88190980627769056 1.3467657559303914 4.2578465067781499 3.2941755135543644 2.4723677735310039 4.3018211016897103 3.6348017857235382 1.6141384811344379 0.84807248838478699 3.2576625429792321 0.69418787676841021 1.8172727889614169 0.75059311650693317 29.133901753058808 2.4536610476607157 1.5756554976105679 1.7819447889924038 1.7534146707039324 1.569492270471528 2.7497185135725886 1.105252113076858 117.77005078809088
leaf_count=93 15 14 8 15 24 33 10 72 10 54 35 31 32 33 28 64 24 37 9 21 7 571 14 24 8 17 14 28 14 1541
internal_value=3.37069e-05 0.00363147 0.00661428 0.00237949 -0.0021543 -0.000684395 -0.026925 -0.0126864 -0.0316499 0.0125525 7.8262e-05 0.0162975 -0.000957035 -1.86425e-06 0.0042849 0.00833801 -0.0334071 0.012063 0.0322783 0.00308104 0.000587006 -7.60172e-05 0.00925644 0.00362616 0.00942288 0.000110018 -0.00934691 -0.0219237 0.0213092 0.000241461
internal_weight=208.397 34.6744 32.9594 31.2266 28.507 173.722 4.90647 4.31675 3.43343 2.22868 168.816 10.1292 158.687 154.429 25.0689 21.4341 1.75591 19.6782 0.907836 16.4206 151.956 147.655 14.6033 12.1496 10.574 8.79202 7.0386 5.46911 2.71939 146.904
internal_count=2900 456 442 434 419 2444 161 146 136 64 2283 64 2219 2184 395 367 126 241 102 204 2152 2119 183 169 145 137 120 106 78 2112
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 2 1 2 1 2 0 0 0 0 1 2 2 0 2 0 2 2 0 2 1 0 1 0 0
split_gain=0.0644927 0.737925 0.608398 0.627082 0.381119 1.55227 0.447941 0.232643 0.168969 1.182 0.374494 0.245961 0.609539 0.225421 0.572237 0.294889 0.235237 0.14192 0.409711 0.698622 0.588803 0.387587 0.377363 0.487192 0.369436 0.26978 0.405404 0.25585 0.411697 0.53202
threshold=0.39672464895000009 49.110028829250005 0.31123319660000009 0.31100865245000009 48.988717865950008 0.39614083410000006 44.921040431000009 0.31100865245000009 48.988717865950008 0.36106703390000006 48.852845034800005 0.61802041855000012 0.66697104880000013 0.55671985870000007 0.48119816770000007 0.48627286610000009 50.264779514000004 45.673096293200011 0.54191491270000014 47.480720532750006 0.53225951315000009 45.027406014450008 44.527357125550004 0.53592706805000012 48.008184682100008 0.37482410710000008 0.50579323975000012 0.46613873835000008 0.58736265385000019 0.58859016195000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 17 13 -13 14 -11 16 -15 21 20 -20 25 22 27 -24 -21 -19 -27 -9 -29 -30
right_child=7 -3 -4 -5 -6 -7 -8 8 9 11 -12 12 -14 15 -16 -17 -18 18 19 24 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.10336656471820301 0.036815209143181364 -0.11911768543730131 -0.060264268568577077 0.1051896458904249 0.055716626965487549 -0.23512689143562948 0.069191729955045356 0.00076957371050664089 -0.16871363049225885 0.10704835920052116 0.034253997747378202 -0.12507767512174545 0.059367114943711302 0.081168732977408981 -0.10804341681118855 -0.03325696048636656 0.0055605385870499159 -0.060210428769602177 -0.044111322512988604 0.073713382359269039 -0.12765554863930756 0.040134254418022521 -0.078699191291194556 0.018480177620111362 -0.0021422022176601952 0.073654761019201737 -0.041989173616231383 -0.1074144674657846 0.10648487123497007 -0.033615734559513666
leaf_weight=0.19393693748861529 1.729088224004953 0.56006330437958229 1.0529717312820137 0.77594047039747227 0.71502806246280659 0.29512925446033478 0.67066140286624432 180.33409415789265 0.47348985544522193 0.17766107618808824 3.2132409922778598 0.45052934327395622 0.29747452685842291 0.95064157058368459 0.40714025785200647 0.59994572564028192 0.72556973551400006 0.89748832851182658 1.7213005689263807 1.3697906184825117 0.6465236349031328 2.4181998142739749 1.3473183575697469 0.8359767876099794 1.2084758592536671 0.56903280335245632 0.6487421280471608 0.55574952233382591 0.32707048684824247 1.5824635862136345
leaf_count=93 26 10 28 2 2 2 9 1804 11 1 21 22 40 16 64 38 34 37 40 23 15 38 37 11 18 7 35 63 5 348
internal_value=3.57074e-05 -0.0121362 0.00404142 0.0295864 -0.00170489 -0.037108 0.0304854 0.000290749 -2.227e-05 -0.0201597 0.000393615 -0.000669693 -0.0517256 0.012679 -0.0426991 0.026907 0.0484407 -0.000165885 -0.0140829 0.00522245 -0.0441376 0.000358515 -0.000161456 -0.0414895 0.0381586 -0.0186106 0.0120481 0.000332152 -0.031665 -0.0096189
internal_weight=207.751 4.26373 3.70367 2.6507 1.87476 1.15973 0.864598 203.487 201.758 4.08245 197.675 3.60896 0.748004 2.86096 0.584801 2.27616 1.67621 194.462 7.06135 4.29957 2.76179 187.401 184.983 2.1833 2.57827 2.11526 1.21777 182.799 2.46528 1.90953
internal_count=2900 146 136 108 106 104 102 2754 2728 226 2502 215 62 153 65 88 50 2481 175 81 94 2306 2268 48 41 79 42 2220 416 353
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 1 1 1 2 2 2 0 1 1 1 1 2 2 2 1 1 0 0 2 1 0 0 1 1
split_gain=0.0576718 0.185882 0.288214 0.253106 0.236918 0.179669 0.0884094 0.134308 0.392101 0.374532 0.130535 0.572797 0.284721 0.204013 0.533599 0.11302 0.508258 0.235376 0.535724 0.31609 0.150559 0.141658 1.187 0.179098 1.05715 0.438963 0.356588 1.08996 0.689313 0.676364
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 45.027406014450008 0.48363821445000005 0.49703601690000004 0.48627286610000009 45.673096293200011 49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.46613873835000008 0.47106374065000006 44.710446918150005 41.902916368500009 41.792045663550006 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.57600071855000012 46.650420857800007 0.44578006650000007 0.56276758185000009 0.55980359870000018 0.44805544745000009 0.43887907550000005
decision_type=2 2 2 2 2 2 2 2 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 -5 10 8 -8 -10 15 -12 -13 -14 -15 20 -17 18 19 -18 21 23 -23 26 25 -25 27 -1 29 -28
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 11 12 13 14 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00067288622708597202 -0.11184170573849857 -0.10475819748888056 0.098313337700802028 -0.10172680697129402 -0.1208816223542255 0.03194906207712378 0.035798014206105129 0.049856671657330473 0.020936307299802073 -0.10997817408389987 -0.13577037175877035 0.038869182786270814 -0.10863575452977388 0.10923443388359243 -0.10265431604527415 -0.122748892431264 -0.020591730305684383 0.06856480417601804 -0.10792904128285333 0.1128064349742656 0.024488773569971006 -0.11066103175419804 0.016070438052086362 -0.014265179625473618 0.04544397579439885 -0.12891035615755617 0.02317009019472685 -0.074173562525765235 0.05823920643395783 -0.049191244632705966
leaf_weight=178.19112839271656 0.26113795176115573 0.216230877151247 0.22725640144199122 0.11426749175075179 0.14607648866149248 0.83732869275263511 1.4621029176341833 0.88271852948491858 0.41052812954330864 0.46726423420477659 0.38125588465481941 0.88624894991517045 0.30019500339403749 0.22354015707969666 0.25377487515288522 0.40996313198320322 0.45670033688293166 0.39937792718410481 0.43859702371992171 0.29068657755851746 2.5651998837129204 1.0258541081639116 2.6436433469571057 0.54852351111549003 1.1446798681281505 0.85386682925309287 4.0764015128079318 1.9671465242572583 3.1208963487297297 1.8908980316482482
leaf_count=1909 30 34 4 189 68 35 20 30 34 26 16 6 27 1 73 33 56 5 16 1 22 48 35 32 10 21 50 25 19 25
internal_value=2.96899e-05 -0.0177806 -0.00592279 -0.0233559 -0.00230503 0.0158973 0.00018605 0.0166188 0.00407986 -0.0487518 -7.60206e-05 -0.0252126 0.000122048 -0.0440441 -0.00342081 0.000180973 -0.0234997 0.00216542 -0.0201944 0.0312918 0.000419578 0.000103701 -0.0193589 0.000476071 -0.0258643 -0.0840687 0.000830587 -0.000144361 0.0201573 0.000240471
internal_weight=207.093 1.8023 1.58607 1.35881 1.09767 0.951596 205.291 3.22261 2.3399 0.877792 202.069 2.04501 1.66376 0.77751 0.477315 200.024 1.99532 1.58536 1.18598 0.747387 198.028 195.463 3.6695 191.794 2.54707 1.40239 189.246 180.158 9.0882 5.9673
internal_count=2900 360 326 322 292 224 2540 110 80 60 2430 123 107 101 74 2307 111 78 73 57 2196 2174 83 2091 63 53 2028 1934 94 75
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=0 2 1 0 1 2 1 2 0 0 0 0 2 2 2 0 1 1 2 2 1 2 1 1 1 0 0 2 2 2
split_gain=0.0544726 0.302455 0.705004 0.412953 0.206073 0.149566 1.00513 0.296007 0.23685 0.507051 0.176374 0.487473 0.21192 0.132396 0.45136 0.417329 1.2552 0.438542 0.207046 0.396659 0.415832 0.301787 0.419157 0.287117 0.201552 0.362477 0.402302 0.25192 0.322707 0.38108
threshold=0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.31100865245000009 48.988717865950008 0.36106703390000006 48.852845034800005 0.61802041855000012 0.66697104880000013 0.55671985870000007 0.48119816770000007 50.264779514000004 46.177190236600005 47.001379125850008 0.54191491270000014 0.37668033890000002 0.39167988980000007 45.027406014450008 45.154229826150008 0.41753240920000007 44.527357125550004 0.40367054880000008 0.41262237660000006 0.46613873835000008 0.58736265385000019 0.58859016195000013 42.526729949000007 42.508878681700004 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 13 10 -10 11 -8 -12 18 -15 16 -16 -17 21 -20 23 24 -23 -21 -6 -26 -27 28 29 -28
right_child=4 -3 -4 -5 5 6 8 -9 9 -11 12 -13 -14 14 15 17 -18 -19 19 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.03436825749870262 0.035045824111343139 -0.028639372171483563 0.11728038992661449 -0.12097261666472231 0.00066266951201126103 -0.16111523857525889 0.10609140099410706 0.030689742646524201 -0.1238474165496162 0.05286870960905983 0.060925621575881141 -0.10674875013777288 -0.0028612033983279723 -0.07132595174648336 0.03969268031869716 0.094072457424754979 -0.11985238308014999 0.00098466721800296426 0.077658956790238418 -0.11557137729787706 0.030736770091403132 -0.072467599718085737 0.018462796159841855 0.0092774573544315963 -0.1063062793691167 0.10181051579551469 0.020162910283235407 -0.10698059468813126 0.10810940485125969 -0.10594140219142985
leaf_weight=0.3776010307483364 1.6880779409257218 2.9463692791759968 0.53023336812111665 0.31297222209104802 179.97610010966491 0.44390752768958863 0.15632224082946855 3.1611119192093602 0.40777419973164786 0.2697941287769936 0.93920214084209908 0.34530780309978581 1.169296095264144 1.1437453535763769 1.0383618955966083 0.67690659267827902 0.93906876444816578 2.0054858193034306 1.0003577843308442 0.40917229393380727 1.6429442082589956 1.3172317048301914 0.82410081094712939 0.33501723781228065 0.48161946802429101 0.27874091011472035 0.59075993856413311 0.32474837819245284 0.20041309297084808 0.40319057473789144
leaf_count=11 26 20 24 91 1804 11 1 21 22 40 19 64 69 42 17 4 25 54 8 31 19 23 25 13 63 5 205 61 1 81
internal_value=1.94068e-05 -0.0112978 0.0305555 -0.0360332 0.00025268 -4.02831e-05 -0.0198733 0.000335876 -0.000802679 -0.0534826 0.0128726 -0.0404217 0.0255518 -0.000159775 -0.0150356 -0.0012192 -0.0360742 0.0244755 0.000299969 0.0247986 0.00264681 -0.000150087 -0.0374727 -0.0593673 0.000288419 -0.0292606 -0.00862118 -0.0288842 -0.00764976 -0.0309906
internal_weight=206.336 4.16718 1.22081 0.690573 202.169 200.481 3.7316 196.749 3.2877 0.677568 2.61013 0.50163 2.1085 193.588 5.80357 4.65982 1.97743 2.68239 187.784 3.38749 2.38713 184.397 2.14133 0.74419 182.256 2.27947 1.79785 1.51911 1.19436 0.993951
internal_count=2900 146 126 102 2754 2728 226 2502 215 62 153 65 88 2481 142 100 42 58 2339 71 63 2268 48 44 2220 416 353 348 287 286
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 2 1 2 2 2 2 0 0 1 1 1 0 2 2 1 2 2 0 0 1 1 2 2
split_gain=0.0575503 0.159275 0.245967 0.251665 0.29012 0.29247 0.238489 0.182134 0.0693198 0.131416 0.152027 0.119702 0.50956 0.456375 0.675508 0.15863 0.465562 0.115632 0.0915559 0.495886 0.361284 0.444327 0.17856 0.108821 0.293893 0.358011 0.590837 0.640831 0.307744 0.198918
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 0.68186581240000022 46.051945193250006 45.027406014450008 0.48363821445000005 46.051945193250006 42.564639561200003 49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.48627286610000009 0.6018382683000002 46.377258487500008 43.45354240915001 0.47536001915000009 48.680511450650009 45.673096293200011 0.54191491270000014 0.39614083410000006 0.36501901140000009 0.37668033890000002 47.290725783500008 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 7 -2 11 10 -10 18 -13 -14 -15 -16 -17 -11 22 20 21 -20 23 29 25 -25 -27 -28 -29 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 9 17 -12 12 13 14 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00024930731677293784 -0.10210560446586299 -0.10415216001559875 0.095300659396944043 0.075085565407518692 -0.1186887721292078 -0.10560743203059936 -0.12215644169645752 0.10391098698421758 0.014625122440971323 0.054701920811239202 -0.068036584212649881 -0.13363945149557219 -0.12200008549527178 0.10281552588518128 -0.10691026225483194 0.10778952100326152 -0.10251217871344741 0.0076240934183494551 -0.11010716981809142 -0.08738751251784023 0.08408658352084887 0.077394586121200828 0.016490348075576543 0.034994305694313915 0.016385617519284714 -0.12782179070703911 0.037319607096287996 -0.012641305207741593 -0.12124848753551742 0.023163279010834228
leaf_weight=181.63508891833499 0.072753871999337916 0.19191414627130132 0.2017765468917786 0.50660289343159093 0.13510976796806062 0.10881892812494698 0.36157882853876799 0.10462299734354019 0.60906685251029502 0.95886681228876147 0.35054281918564811 0.35204800905194034 0.25551240146160115 0.58870953693985917 0.25028912428388139 0.19365201890468597 0.23064064981372212 1.1444134484045205 0.3172399925620073 0.7026049094274639 0.48639337113127112 0.21007470827316865 6.6429140414111307 0.64330180268734638 1.9780249471077693 0.69154739286750588 0.98276422801427576 0.45694632973754756 0.60810249764472246 3.7028804143483276
leaf_count=2014 80 34 4 109 68 52 12 1 46 8 19 16 3 3 27 1 73 37 43 9 5 9 44 4 25 27 18 33 16 60
internal_value=1.26291e-05 -0.0184025 -0.00736716 -0.0234324 0.014004 0.0431354 -0.0755652 0.0194101 0.000164576 0.0150952 -0.015571 -6.30212e-05 -0.0252398 -0.000113476 0.0245392 -0.0437727 -0.00652808 0.0290865 0.000173603 -0.022823 0.0219268 -0.0354091 0.000373609 -0.000187812 -0.0142339 -0.0321387 -0.047904 -0.0209157 -0.0746519 0.000218454
internal_weight=205.675 1.68318 1.49126 1.28949 0.750532 0.615422 0.538956 0.177377 203.992 3.06289 0.95961 200.929 1.87085 1.5188 1.26329 0.674582 0.424293 2.10328 199.058 1.71631 1.01371 0.527315 197.342 190.699 5.36069 3.38266 2.73936 2.04781 1.06505 185.338
internal_count=2900 360 326 322 229 161 93 81 2540 110 65 2430 123 107 104 101 74 45 2307 66 57 52 2241 2197 123 98 94 67 49 2074
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 1 2 1 1 2 1 0 0 0 2 2 0 1 2 0 2 2 0 1 0 1 1 2
split_gain=0.0512757 0.707932 0.545425 0.286669 1.20968 0.613549 1.04694 1.02972 0.746785 1.11539 0.586005 0.682064 0.551455 0.702973 0.534224 1.1156 1.5618 1.42996 0.514756 0.641677 0.454699 0.429343 0.178889 0.986537 0.749613 0.293545 1.30776 0.525434 0.28757 0.709478
threshold=0.48543456785000005 0.48368312325000012 0.34587287805000005 0.34491482290000003 0.48181192180000004 39.468990633150007 40.259171735100004 0.3459626957000001 40.79983011445001 0.34506451900000007 0.34744468730000005 43.061965423550006 0.34482500525000009 0.47851860725000006 0.47778509625000004 0.48041974790000003 41.902916368500009 41.966555987550002 0.47727612945000003 0.34524415440000006 43.874475754150005 0.47778509625000004 40.496232821400007 41.24714903835001 0.47739588635000008 0.3447052483500001 0.47512050540000011 0.34193587020000005 0.34392682850000006 38.115457128050004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -7 -5 -8 -10 11 14 13 22 18 17 -17 -16 19 -11 -13 -12 24 -24 28 26 27 -25 29 -1
right_child=2 -3 -4 5 -6 6 8 -9 9 10 21 20 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.023499595889913016 0.033083361959332418 -0.046361037401540947 -9.9147528747171201e-05 0.086021585172238929 0.083138334938795674 -0.060183113844743633 0.039286006817941962 -0.039833332927206117 -0.068600877308704511 0.045097349445998913 0.0097118491962404699 -0.078990055531152598 0.045733802343214343 -0.044116823787322838 -0.0081989627452614591 -0.028667025068052888 0.046913091744366135 -0.12342532031945495 0.055053401702478057 -0.04086990482044895 -0.018788544194674614 0.079447117253685667 -0.10660206333146922 -0.0028965745106762971 0.081837065465493519 0.033708017795179103 -0.10336939997751422 0.053375986275000488 0.033893261519943603 -0.048859877570355509
leaf_weight=2.9822595516234376 5.1675889734178773 3.437858482473529 119.59275882132738 1.7807987420683269 1.9687149599194516 3.5501064761774606 3.6997616818407542 1.0238696136348151 2.7904155447613439 1.5983170829713444 2.5883657863741969 1.8755888649029646 2.6629477506794492 3.4546605231298591 2.8902555638924232 5.7114244699478132 5.2447437904775143 1.7167141844984142 2.9602717384696007 1.9008879383327437 3.7894086954183877 1.3399092396721242 0.85913909767987107 8.5990473150413873 1.4241174682974813 2.6592916548252097 1.1710594642499916 2.0560411233454934 2.1360870900025475 2.4833849708666094
leaf_count=83 30 24 1955 19 10 32 28 41 31 14 47 35 15 24 21 29 25 42 14 30 30 9 15 207 6 17 14 10 19 24
internal_value=6.38094e-06 -0.00196371 0.00127528 2.06406e-05 0.00716583 -0.0051954 -0.00824355 0.0400771 -0.00340467 -0.00799526 -0.00264621 -0.00777431 0.00226003 -0.00190055 0.000186094 -0.00984798 0.00751336 -0.0511362 0.0243617 -0.00160301 -0.0387203 0.0334981 0.00408387 -0.00248706 0.0152549 0.00368806 -0.00306239 0.00796197 0.00278134 -0.00937785
internal_weight=205.116 80.3554 124.76 76.9176 32.4568 44.4608 41.6562 2.80467 38.1061 34.4063 31.6159 27.6876 30.488 27.8251 22.0226 15.5631 10.9562 4.60697 6.45948 3.49921 5.665 3.92828 24.3704 15.3446 9.02585 14.4854 11.8261 10.6551 7.60173 5.46564
internal_count=2900 915 1985 891 444 447 387 60 355 327 296 240 434 419 175 117 54 63 58 44 65 56 395 263 132 248 231 217 126 107
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 0 0 0 2 2 0 2 2 2 1 2 1 2 2 2 1 2 2 0 2 1 0
split_gain=0.0475541 0.239951 0.317387 0.185797 0.174633 0.335431 0.239165 0.223468 0.0898161 0.0923403 0.141611 0.0784582 0.0638366 1.21129 0.3454 0.170332 0.159509 0.121899 0.0893826 0.548221 0.555372 0.900896 0.256885 0.297306 0.289916 0.367294 0.777403 0.345753 0.198088 0.16463
threshold=34.542090938800008 33.96174662340001 0.38185982460000006 0.36543816055000006 0.38573695400000008 0.38906020780000011 0.39458399450000009 0.43166372265000008 0.55240861050000023 0.56793209785000009 0.56859076075000015 35.131296350900008 35.97706729810001 0.50041914915000019 36.372781240150012 36.625813070500008 37.020641110850008 0.36597706655000006 37.858673296900008 0.37668033890000002 37.511241581900002 37.272044000450002 38.175120519550006 0.37401574800000009 38.318569170500005 38.703421923500009 0.54017843775000018 38.938637541200009 0.39724858540000008 0.50300889195000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -8 -9 -10 -11 -2 13 -13 17 -16 -17 -14 19 -18 21 -21 23 -20 -24 26 -26 -27 -22 -29
right_child=11 -3 4 -5 5 6 7 8 9 10 -12 12 14 -15 15 16 18 -19 22 20 28 -23 24 -25 25 27 -28 29 -30 -31
leaf_value=-0.025672300239592633 -0.020461537064488448 0.042628055205475614 0.10322757711418912 -0.12453449032081317 -0.12297373613294449 0.1056652511388021 -0.11008446769076444 0.10462423443289562 -0.1043301126835104 0.10398049231219267 -0.10072633351058569 0.048954135229798773 -0.067914117822981221 -0.062883231730035197 0.029989407604647408 -0.021476038085668652 0.043436664143971876 -0.016690815707379913 -0.00070322149169845427 0.014342622155245694 0.063590389852454438 -0.11172252610831733 0.036601489488793632 -0.063442845193476358 -0.059269014619067611 0.030040931389886113 0.021270234249897116 -0.0029034740148239572 -0.00045723369156004938 0.0034317205957842059
leaf_weight=0.69004249076533586 1.8909677465235279 1.4611967710361566 0.22848312929272629 0.26238192524760962 0.16662730276584625 0.28824485838413239 0.15149633826149511 0.1220223680138588 0.063252171734347939 0.10634014010429382 0.049534929494711832 2.9270088016637592 0.96082642226247006 1.4473024014951077 1.8941836372650858 3.4427665434195651 3.0507816284662104 0.89952654341323068 1.6768392985686653 1.1871706537058346 0.83629376348108042 1.08491741799844 2.173193958005867 1.3743534588656983 2.9821135620295527 3.9067883159077601 2.0037767515823361 91.282151125764358 1.1427402509234523 74.495271958652665
leaf_count=67 36 36 4 5 3 2 17 1 8 1 108 22 11 38 24 48 33 37 13 24 7 19 24 35 34 36 26 905 37 1239
internal_value=1.56901e-05 0.011424 -0.00999815 -0.0529077 0.0247536 0.0058305 0.0333149 -0.00901697 0.0358647 -0.00242452 0.0389275 -0.000188394 4.47314e-06 0.0119512 -0.000264355 0.000149992 -0.000146491 -0.0431464 0.000245785 0.0110918 -0.0121203 -0.0458532 -0.000194452 -0.0289631 0.000301912 -0.000149716 -0.0269011 0.00063633 0.0266078 -5.66325e-05
internal_weight=204.249 3.58962 2.12843 0.952424 1.176 0.947518 0.780891 0.492646 0.34115 0.219127 0.155875 200.659 198.768 4.37431 194.394 192.533 190.639 1.86035 187.196 7.3019 4.25112 2.27209 179.894 3.05119 176.843 174.67 4.98589 169.684 1.97903 165.777
internal_count=2900 252 216 72 144 140 137 135 118 117 109 2648 2612 60 2552 2504 2480 48 2432 120 87 43 2312 48 2264 2240 60 2180 44 2144
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 2 2 2 0 0 1 2 2 1 2 0 0 0 1 2 1 2 0 0 1 1 1 1
split_gain=0.0434269 0.486878 0.34632 0.362022 0.305701 0.304424 0.466717 1.1882 0.593936 0.680857 0.550518 0.516482 1.20324 1.7509 0.682426 0.660522 0.398906 1.58902 0.797498 0.332113 0.316605 0.363896 0.316554 0.326509 0.352433 0.96406 0.681102 0.657925 0.623694 0.620484
threshold=41.322103772800006 41.395309858300003 41.134354310300004 41.24714903835001 41.028010303750008 0.40621538280000008 0.55671985870000007 40.036761086100007 39.56957118270001 38.994321257850011 0.55980359870000018 0.56704889075000009 0.45601928085000004 39.091773401050006 38.938637541200009 0.43887907550000005 39.468990633150007 0.57507260265000015 0.57944372925000021 0.62406814170000013 0.42067602765000006 38.441102963850007 0.39904493880000008 40.922041107600009 0.48181192180000004 0.47997065955000012 0.36000419150000007 0.36501901140000009 0.36597706655000006 0.37027334510000004
decision_type=2 2 2 2 2 2 2 2 2 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 22 7 8 9 20 -8 12 13 -12 -13 -16 -17 -18 -19 -20 -7 -22 23 24 25 -1 -26 -28 -29 -30
right_child=1 -3 3 -5 -6 6 10 -9 -10 -11 11 14 -14 -15 15 16 17 18 19 -21 21 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.0010962823869367332 -0.042828481568438062 -0.00029096874615591376 0.040910937104422292 0.00050103083899067768 -0.02965735257907165 -0.038586084645477935 0.056815839609503149 -0.069362370878405785 0.039990461393466847 -0.091377447303910092 0.0096925073289646987 -0.056248915709996995 0.046297038003348605 -0.15800624591079604 0.11012842252208073 0.060325321495846719 -0.15172361655150077 0.10391383011391331 -0.11072065128621869 0.043391900683189322 -0.021361434230562915 0.05453981608266785 0.037872189820426144 0.041326264446836923 0.033662937294153601 -0.065724474424062609 -0.039366558404833385 0.042825063091864013 -0.042196931286047956 0.0054005395242241626
leaf_weight=18.492562643748901 2.7667981838749247 97.915196796499004 4.3571321343842992 4.5135035261155281 3.4223139280620662 1.4466719099564236 1.7495233969239041 3.7808473510667682 2.4341080216690898 1.0601187152788041 1.2608758937130904 1.038327937671738 1.2762610942809258 1.2298673449549822 0.90104421973228443 1.1454402334202316 0.59000368579290841 0.86413117501069769 0.34234944202034967 0.23638496727653546 1.1593302007095192 1.3877786733210085 2.6600450676633036 2.1175863153766832 7.6506778020411721 2.6372994389384976 3.6632105995668089 3.903710929676893 3.0784419849514988 24.825375857995823
leaf_count=247 22 1518 33 33 34 34 24 35 15 16 26 259 13 21 4 31 13 7 39 27 36 7 36 13 58 22 24 16 22 215
internal_value=1.77536e-05 -0.00145992 0.00145903 0.0203498 -0.000316972 0.000787282 -0.00948447 -0.0236648 -0.000591213 -0.0201366 0.00554217 -0.00455436 -0.0326569 -0.073113 0.0161312 0.0345543 0.0131292 -0.0134639 0.0430721 -0.0477731 -0.0012262 0.019993 0.00404654 0.00269081 0.00141747 -0.00916278 0.00660188 0.00076509 0.00538697 0.000149428
internal_weight=203.907 100.682 103.225 8.87064 94.3543 90.932 21.9031 11.2689 7.48801 5.0539 10.6342 8.88469 3.767 2.49074 5.11768 4.07935 3.17831 2.03287 1.44287 0.578734 3.99378 2.54711 69.0289 66.3689 64.2513 21.1299 43.1214 35.4707 31.8075 27.9038
internal_count=2900 1540 1360 66 1294 1260 607 143 108 93 464 440 60 47 380 121 117 86 73 66 77 43 653 617 604 269 335 277 253 237
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 0 0 0 1 1 1 0 0 1 0 1 1 1 1 0 1 1 2 2 0 0 0 2
split_gain=0.042723 0.282255 0.175009 0.244729 0.294109 0.118971 0.205492 0.156691 0.078549 0.0714887 0.142202 0.526977 0.441176 0.146583 0.253433 0.534803 0.312435 0.239438 0.555738 0.555941 0.238026 0.590136 0.170397 0.208909 1.18529 0.579812 0.496372 0.397978 0.576715 0.482211
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 48.315732392000008 0.49242537650000007 46.051945193250006 0.63075955810000017 0.66697104880000013 0.60665848330000005 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.58859016195000013 0.57600071855000012 0.45772581660000006 0.57944372925000021 0.46208197360000008 0.45280081435000008 0.45393850480000009 0.44705248345000009 0.56323163980000013 0.43967246490000006 0.42829556000000008 42.297164883650005 41.792045663550006 0.55041765215000005 0.54384599265000022 0.56276758185000009 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 5 -5 -4 7 -7 -6 10 13 -12 -13 14 17 16 -16 18 20 -20 22 -22 23 26 25 27 -1 -25 29 -29
right_child=1 2 3 4 8 6 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00015778998263944009 -0.12014864030707609 -0.10774224538951208 0.10519730013182958 -0.10845697953521403 -0.030888027099053163 0.034699070780347605 0.072070942595718723 -0.1125170914679635 0.024085133498607483 0.019838817190072581 -0.11898890757351976 0.019403780005056669 -0.10340664926045162 0.026683646988389993 -0.019921829588374657 0.014692826980234306 -0.12121227273749198 0.032470621605550511 0.0015672391710303555 -0.1100983248982223 -0.012542809863051705 0.060549236145203057 -0.025724269394115852 0.070608064428171136 -0.048818466835616726 0.086543078746470437 -0.047987903066202361 0.028496962582534525 0.036018036763135169 -0.065930990378364127
leaf_weight=167.89928305603644 0.22338150118639477 0.14898049109956479 0.2391157075762752 0.30762898756074708 0.43050805811071746 0.14188674843171611 0.37174495309591293 0.14741606015923026 0.65595039853360504 1.8346534225238418 0.47087139101222364 1.7018960696987053 0.35321925938296761 2.0852601207425314 0.5309984186314971 1.2441741123766403 0.71400020692453836 2.3057497590780249 0.87248648703098186 0.91178437731286976 2.2393601283238231 2.179906003351789 2.5343909419316324 1.2168698294553886 2.3257867673037245 1.5788527652621267 2.1690379254996506 0.86654152395203743 3.0129503225907683 1.4386389674618838
leaf_count=1772 23 131 2 31 18 6 2 65 49 111 55 40 82 37 22 15 29 14 7 43 22 18 35 10 76 8 92 31 34 20
internal_value=2.23504e-05 -0.0125519 -0.00271446 0.00410567 -0.0221388 0.0447506 0.0228857 -0.0403158 0.00230207 0.000189597 8.12593e-06 -0.0235672 -0.00170404 0.000311762 2.83567e-05 -0.0316746 -0.0780114 0.00044033 5.00769e-05 -0.0554952 0.000578761 0.0235115 2.5085e-05 0.000386614 0.0141175 0.0321577 -0.000456256 0.0190183 0.00721371 -0.0304345
internal_weight=203.153 2.66661 2.44323 2.29425 1.39409 0.900163 0.661048 0.289303 1.08646 200.487 198.652 2.52599 2.05512 196.126 194.041 2.48917 1.245 191.552 189.246 1.78427 187.462 4.41927 183.042 180.508 10.4396 8.11385 170.068 6.535 5.31813 2.30518
internal_count=2900 327 304 173 98 75 73 71 67 2573 2462 177 122 2285 2248 66 51 2182 2168 50 2118 40 2078 2043 179 103 1864 95 85 51
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 1 0 2 2 1 0 0 2 2 1 0 2 2 0 2 0 0 2 2 1 1 0 2
split_gain=0.0487678 0.646077 0.57664 1.63606 0.510513 0.458886 0.809804 0.762899 0.59785 0.507296 0.729286 0.995759 0.653803 0.646507 0.432464 0.481886 0.348284 0.309566 0.271458 0.214219 0.697793 0.266956 0.22552 0.659824 0.517324 0.475275 0.211477 0.216415 0.196214 0.495446
threshold=0.56369569775000017 38.703421923500009 38.771633980050005 0.56501302355000016 0.56276758185000009 42.654057868200006 42.487106141350004 0.43887907550000005 0.57811143375000007 40.878805547300004 40.742467179200005 0.45051046375000009 0.58388970390000006 0.58859016195000013 39.468990633150007 40.580626202750004 0.49091344570000006 0.56055207925000017 33.151194885250007 45.027406014450008 0.60665848330000005 45.673096293200011 0.61802041855000012 0.6461932277500001 47.480720532750006 48.852845034800005 0.46697703660000006 0.47777012665000013 0.55671985870000007 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 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 16 -3 -4 17 6 7 -5 -7 10 11 -9 -11 -14 -13 -16 18 28 -2 20 -10 -21 24 -24 -23 -26 -22 -28 -1 -30
right_child=1 2 3 5 -6 8 -8 9 19 12 -12 14 13 -15 15 -17 -18 -19 -20 21 26 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.00012211325800187583 0.023058919592527205 0.1188261346602526 -0.16943298180751756 0.064494380617292624 0.04575795756375569 -0.076543453231809111 0.084659400774066376 -0.15374731749876069 -0.12092503389427185 -0.112198216752167 0.10075124841143886 0.056981939307395146 0.049669272445962379 -0.10514620080594268 -0.11776091783698357 0.052646340712576456 0.034671555397485912 -0.040204502287855569 -0.11753851185172866 0.062260558683694261 0.1099518955897591 -0.053478529880232932 -0.12175764543320758 0.0045902292055303613 0.10035632720608581 0.0075409347477048763 0.073844865609487984 -0.10575640512336162 0.057411011459295551 -0.021294224388360976
leaf_weight=175.54511715920398 0.16141723892588078 0.40073900384595873 0.56803856824990617 1.6229137389455006 2.4611101998016229 1.2626844123296885 1.5683320896278017 0.42095218459144312 0.55701925999164792 0.96424118975119233 0.71558233296673268 1.0748294029108363 0.80973609816282965 0.40447985519313079 0.38863555510761205 0.28960877066128887 0.24878508508118091 1.9040436264331209 0.92003796148128458 0.71746070869266976 0.2377740889787674 0.87330569792538915 0.556087167176884 1.6099889142933532 0.78779849037528071 1.8409000098181421 0.12906713783740997 0.13972196984286711 1.9146541840746061 1.3736216810066251
leaf_count=1960 46 4 11 11 22 39 18 6 25 24 13 37 6 76 46 14 123 23 99 6 1 9 17 94 6 65 3 40 28 28
internal_value=1.68512e-05 -0.00476842 0.000217614 -0.00249238 0.0005202 0.00309527 0.0199833 0.00482356 -0.0129156 -0.0142844 0.0131859 -0.0156363 -0.0507224 -0.00190289 0.0175273 -0.0449974 -0.0720111 -9.58047e-05 -0.096553 -0.00213018 -0.043682 0.00479073 -0.00248375 -0.0278465 0.0132037 0.0353569 0.0412548 -0.0195155 0.000331234 0.0245332
internal_weight=202.469 19.2701 17.9399 17.5392 183.199 16.9711 8.25931 6.69098 8.71181 5.06807 2.88961 2.17403 2.17846 1.21422 1.75307 0.678244 1.33024 180.737 1.08146 7.44912 1.06358 6.38554 5.66808 2.16608 3.502 2.6287 0.506563 0.268789 178.833 3.28828
internal_count=2900 839 571 567 2061 556 251 233 305 222 116 103 106 82 97 60 268 2039 145 266 69 197 191 111 80 71 44 43 2016 56
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 2 0 2 0 1 2 1 2 2 1 0 0 2 0 1 1 2 2 2 2 2 2 2
split_gain=0.0503671 0.498803 0.720855 1.26871 0.377621 0.281671 0.280117 0.165086 0.50648 0.829359 1.05909 0.531834 0.268047 0.436895 0.440966 0.372853 0.800917 0.421376 0.622231 0.377691 0.879044 1.40265 0.999381 0.865413 0.508016 0.352978 0.65156 0.37876 0.347494 0.581704
threshold=43.022303514600004 42.773538294100007 0.48140774230000011 0.50356276755000018 43.061965423550006 43.124157941850008 43.245737185650007 42.487106141350004 0.47715637260000004 42.564639561200003 0.49588335680000006 0.39904493880000008 42.297164883650005 0.39513787010000007 42.428475018400007 42.027086531450003 0.34500464060000008 0.48119816770000007 0.53839705400000015 41.621607100200002 0.48181192180000004 0.42067602765000006 0.34515433670000012 41.941595803500007 41.872669623500009 41.532441862050007 41.43512228960001 41.348489042950007 41.24714903835001 41.134354310300004
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 12 -9 -10 -11 -12 15 14 -14 19 -17 -18 -19 25 22 24 -21 -23 -22 26 27 28 29 -1
right_child=4 2 3 -5 5 6 -8 8 9 10 11 -13 13 -15 -16 16 17 18 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00049514304349751275 0.056915388529835478 0.0028692020653300196 -0.14218451717595323 0.0031763104456299044 -0.039261190071553258 0.033568774972700464 0.00083197560937233155 0.051949767789144799 0.037999747145887136 -0.068257027382278596 0.057057576357031507 -0.022671979291472855 -0.076220604044392321 0.011938404570319942 -0.0074572713900341167 -0.042422487275764954 0.079240009788927715 -0.0083752990064839376 0.069329137783868983 -0.051633983640334495 -0.12294667094192452 -0.039779773882018643 0.038723008237092189 0.082622116567739837 -0.049699449697590797 0.03283853052128987 -0.048656711071847387 0.033905562051038458 -0.025498644382085808 0.037270143686160946
leaf_weight=92.978721194459013 1.2590769585221995 2.8512287960620588 1.2343845050781967 1.1691341455589279 1.6423238592687983 2.7921195943345074 40.917924465418764 2.4545894242910427 3.7688564819181902 2.7076349165290594 1.6184203145094218 1.7319768840661707 1.9095758386902155 2.416379110996786 1.8228047293378038 1.559983878287311 1.7542102485895155 2.705698162317276 1.6644878105071255 1.7859007854422069 1.6565511676017197 1.2395812305367147 3.8910044142976403 1.0816680408897807 2.2102609742432833 3.3048754268129406 2.7206213331810423 3.3674772567537721 5.1478454174739445 4.2657766759512006
leaf_count=1294 11 38 14 36 33 44 803 29 31 30 11 31 27 28 22 24 17 26 32 36 22 34 28 10 24 33 33 22 44 33
internal_value=1.29371e-05 -0.000853721 -0.0311368 -0.0714772 0.00289525 0.00139554 0.00292314 0.000208811 0.0113172 0.00116784 -0.0217462 0.0158416 -0.000783506 -0.0211904 -0.0426382 0.000171892 0.0215452 0.0378389 0.0212203 -0.00115638 -0.0181205 -0.044191 0.0102976 0.0172577 -0.0810787 0.000644201 -0.000336605 0.000906407 -0.000178868 0.00116149
internal_weight=201.631 155.02 5.25475 2.40352 46.6114 45.3524 43.71 149.765 12.2815 9.82689 6.05803 3.3504 137.483 6.14876 3.73238 131.335 7.68438 6.1244 4.37019 123.65 11.865 6.18806 5.67691 2.32125 3.86681 111.785 108.48 105.76 102.392 97.2445
internal_count=2900 2009 88 50 891 880 847 1921 132 103 72 42 1789 77 49 1712 99 75 58 1613 154 90 64 44 46 1459 1426 1393 1371 1327
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 1 0 0 0 1 1 0 0 0 0 1 1 0 1 1 0 0 2 2 2 0 1 1 0 1
split_gain=0.0478054 0.557063 0.488574 0.429475 0.463228 0.620362 1.05447 0.555331 0.404731 0.374687 0.352893 0.453979 0.4582 0.388968 0.577087 0.397609 0.554044 0.31613 0.283805 0.47919 0.442896 0.781756 0.67841 0.767931 0.528172 0.333136 0.861549 1.74522 0.693229 0.34886
threshold=0.56369569775000017 38.703421923500009 0.43625939340000008 38.994321257850011 0.43887907550000005 0.44489685935000006 0.56793209785000009 0.57995269605000022 0.56276758185000009 0.45206730335000006 0.45877368940000007 0.58388970390000006 0.58626987215000004 0.59665878265000016 0.59014700160000022 0.45976168375000009 0.47106374065000006 0.62143349005000015 0.44805544745000009 0.4410796084000001 0.55041765215000005 0.55240861050000023 40.878805547300004 42.297164883650005 44.086690780350004 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.54585192060000021 0.41865513010000005
decision_type=2 2 2 2 2 2 2 2 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 17 -3 -4 -5 -6 -7 -8 18 -9 -11 -12 -13 14 -14 -15 -17 -2 19 20 25 -22 -23 -24 -25 29 27 -27 -28 -1
right_child=1 2 3 4 5 6 7 9 -10 10 11 12 13 15 -16 16 -18 -19 -20 -21 21 22 23 24 -26 26 28 -29 -30 -31
leaf_value=0.00042764771175750826 -0.094102855326546608 -0.060737004993875701 0.092065289892735463 0.043699787097626772 -0.072089464960863978 -0.15441568671854586 0.044531502974665765 -0.080186623498715082 0.041244843152971979 0.041794043704959989 -0.076585551030737442 0.11229248574430258 0.013654370920944148 0.10306884783279802 -0.15681106975655301 -0.13485906459257843 0.0060196753441432178 0.032669700062287435 -0.030386971747630449 0.052681973935053597 -0.1230871010576446 -0.10685332423824877 0.06467805441914605 -0.094698117523501546 0.018275237377714342 0.050988938203224088 0.055245101864537842 -0.12278494756138368 -0.0026550996885178636 -0.027126664014492916
leaf_weight=155.32239679059694 1.0052404986863646 1.2359322286502017 0.54139307478908705 2.2227445399912531 1.2699924712069321 0.41906115459278126 2.9470258062210624 0.62713332314160464 2.4065557222347698 1.617763908812776 0.89381515791319532 0.34235438983887423 0.39744040113873769 0.37456816807389248 0.39694034721469507 0.3021926022920528 3.6626428165254765 0.24456041523126248 3.0294147665154005 1.7412666699383397 0.76778170562829373 0.62292814684587972 1.3236483801156285 0.81734598858747609 0.83824302238645032 1.1470960474689484 5.1902151834219676 1.1647932763225979 3.4372922703623772 4.7349308430511874
leaf_count=1653 152 30 13 16 21 10 58 16 22 20 23 2 12 3 29 12 306 116 38 16 22 55 9 17 25 12 31 33 20 108
internal_value=1.55841e-05 -0.00482815 -0.000157578 0.00451752 0.0014544 -0.00563195 0.00141262 0.00706063 0.000506496 -0.00575765 8.59283e-05 -0.0105066 0.00027881 -0.007191 -0.0715247 0.00458607 -0.00471785 -0.0692961 -3.77503e-05 0.00048137 -3.69447e-05 -0.0314734 -0.0119464 0.00789765 -0.0374985 0.000766436 0.0176498 -0.0365631 0.032177 -0.000387484
internal_weight=201.045 18.5008 17.251 16.0151 15.4737 13.2509 11.9809 11.5619 182.544 8.61485 7.98772 6.36995 5.47614 5.13378 0.794381 4.3394 3.96484 1.2498 180.137 177.108 175.367 4.36995 3.60217 2.97924 1.65559 170.997 10.9394 2.31189 8.62751 160.057
internal_count=2900 839 571 541 528 512 491 481 2061 423 407 387 364 362 41 321 318 268 2039 2001 1985 128 106 51 42 1857 96 45 51 1761
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 2 1 2 0 2 2 2 1 1 0 0 2 0 0 1 1 0 0 2 1 2 1 2
split_gain=0.0482594 0.716469 0.218492 0.520956 0.324994 0.441516 0.254185 0.367887 0.285955 0.169007 0.809779 0.554191 0.294832 0.162434 0.180475 1.58669 0.623253 0.625215 0.648963 0.421932 0.821821 0.551097 1.13317 0.37521 0.624841 0.395414 0.371898 0.258436 0.256249 0.229939
threshold=43.19689381845 43.245737185650007 43.082598263550004 0.50356276755000018 43.022303514600004 42.898324343550009 42.852084787850011 42.718072821900002 0.34587287805000005 43.411469133450005 0.48320409570000006 43.542456167850005 43.633733172900008 43.673409002000007 0.38398550940000004 0.38780276035000005 0.49967066855000003 0.50749977545000013 44.015822920550008 0.52646627350000019 0.52366695610000014 0.39167988980000007 0.40105086675000007 0.55538756325000016 0.57811143375000007 44.269496632500008 0.41640968835000008 47.137898133050008 0.39167988980000007 48.315732392000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 -1 -9 10 -3 -11 -13 -14 16 -16 -15 -18 -19 20 28 -21 27 25 -25 -24 -27 -23 -17 -20
right_child=1 9 3 -5 -6 -7 -8 8 -10 11 -12 12 13 14 15 19 17 18 29 21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=2.9031657648428218e-06 0.082862981681812886 -0.074645905840216936 -0.071439289137091258 0.017173127813509038 0.041398107504332475 -0.047156338983859916 0.034691620548872842 -0.070634848535280015 -0.0051692902971073092 0.051107375876608775 0.027157196282310937 -0.055394189034035451 0.043665356474350069 -0.00041910322277873983 -0.16511972521320584 -0.26651169788928136 0.10270956343771853 0.09465862950232859 -0.1135367710893988 0.074050723592683998 0.081549127849896236 -0.13542859996416987 0.068837133499946038 -0.11097175900671097 0.0020644072996791689 -0.046631925684994857 0.039261992510358501 -0.04616216271650251 -0.10280420717975636 -0.00033688338044749562
leaf_weight=147.04463525903975 1.0947477249428619 1.4948720517277245 1.3921415224795048 1.2675198336619358 1.8466629917893431 2.0278724800155024 2.0613331588065185 1.3165166320541168 1.3528718092420602 2.2288595785175849 1.6369657105242366 0.94547241214604483 0.87817561943665978 16.818541657361497 0.61815378582104941 0.15376278851181169 1.2582829794846468 0.45504021272063233 0.36565205757506192 0.99353130231611331 0.20325518938261666 0.66222782316617557 1.6772309020161613 0.52869453449966375 6.5181355060558417 0.86288994189817492 1.2122450568294878 0.63560863349994179 0.25283803971433372 0.35235704411752522
leaf_count=1899 11 23 34 21 22 44 22 24 20 33 21 22 11 187 11 3 9 3 33 8 17 13 12 34 216 25 34 31 48 9
internal_value=9.29898e-06 0.00302942 -0.000789039 -0.0292091 -0.000303413 -0.000804109 -0.000184796 -0.000664991 -0.0374563 0.000884839 -0.0214349 0.0027429 -0.000302916 0.0012092 9.85153e-05 -0.0084032 0.00642232 0.0537473 0.00122742 -0.00133225 -0.0826377 0.00245556 -0.00342456 0.00718559 -0.00641623 0.0327294 0.00354528 -0.0917108 -0.164713 -0.0579849
internal_weight=200.157 41.8475 158.31 2.65966 155.65 153.803 151.775 149.714 2.66939 40.7528 3.13184 37.621 35.3921 34.4466 33.5684 14.3186 19.2499 2.43133 1.17305 13.7004 0.609856 13.0906 12.097 10.7992 7.04683 3.75237 2.07513 1.29784 0.406601 0.718009
internal_count=2900 814 2086 55 2031 2009 1965 1943 44 803 44 759 726 704 693 452 241 54 45 441 68 373 365 321 250 71 59 44 51 42
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 0 0 2 2 1 0 0 0 2 0 0 2 0 0 0 0 0 0 1 0 0 2 0 0
split_gain=0.0464868 0.213235 0.453343 0.371136 0.424461 0.27301 0.580158 0.223491 0.323399 0.222316 0.333317 0.233522 0.162383 0.0903471 0.0668276 0.882912 0.756974 0.783893 0.736732 0.807357 1.07516 0.814658 0.739058 1.13376 0.718401 0.935008 0.978569 0.511158 0.730497 0.485717
threshold=34.542090938800008 0.31100865245000009 0.4942366995000001 0.34392682850000006 33.151194885250007 0.50041914915000019 0.51243974730000008 0.51484985480000012 34.394321486900004 33.384956903900012 0.38906020780000011 0.54384599265000022 0.56793209785000009 0.56915960600000015 38.703421923500009 0.50300889195000009 0.51929582950000019 38.441102963850007 0.52266399210000014 0.52772372085000019 0.52937037810000021 0.53905571685000009 0.54095685760000012 0.54384599265000022 0.40621538280000008 0.55892039160000018 0.56369569775000017 36.372781240150012 0.47612346935000005 0.49850303880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8 9 10 -9 -12 -13 -14 15 27 -17 18 -18 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -2
right_child=14 2 5 -5 -6 6 7 8 -10 -11 11 12 13 -15 -16 16 17 -19 19 20 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=0.10437685454674389 -0.043314038140853203 -0.10783233015742358 0.10308625300893444 -0.14520000517092882 0.10175232239454234 -0.13098274200613033 0.10680509570517216 -0.067633408459581865 0.10132412301359378 -0.10807094106409332 0.10379912385195361 -0.10784420495490286 0.093903834028627176 -0.10061027072401477 0.0006003026717186431 -0.057982873065198892 0.05581281532580095 -0.072855370913216991 -0.068448671632797733 0.066097417572024184 -0.12109227307348798 0.066360643180427545 -0.16354293658469535 0.088563692195022636 -0.12598963371097235 0.077614688149287223 -0.071821705669534039 -0.02055634018709138 0.045489998033118546 0.021706798205162137
leaf_weight=0.23089890182018225 2.4126383872935575 0.18737811467144672 0.37969357054680619 0.320950876720417 0.19952923245728016 0.25322765856981311 0.31735578179359425 0.35963629581965484 0.33449857472442079 0.19350800739448459 0.371354078524746 0.11598317856805807 0.11055951612070203 0.030456889488050365 165.60228907345936 3.9493084907298934 2.0321136713027945 1.6330792368826212 1.9195179982343669 2.0440303906798363 0.68280149775091548 1.1297956591006366 0.51602865650784258 0.66628286056220565 0.70307651301482144 0.97309855627827324 0.79720302602345328 2.244062135301645 6.5996538884937763 2.1933618262410164
leaf_count=2 32 39 5 31 5 4 2 8 5 30 5 18 2 96 2180 32 15 27 39 13 22 11 8 5 37 12 125 43 36 11
internal_value=9.25896e-06 0.0115935 0.00484403 -0.0656981 0.000251078 0.0250907 0.0108979 0.0304948 0.0145202 -0.0100552 0.00914217 0.0530844 -0.0201962 0.0518924 -0.000191888 -0.00449371 -0.0196077 -0.0080359 0.00119786 -0.0105691 0.00422009 -0.0189095 -0.00432986 -0.0261769 -0.00359963 -0.0284267 0.0103204 0.0146619 0.028731 -0.0123513
internal_weight=199.503 3.40503 3.17413 0.707858 0.386907 2.46627 2.08658 1.83335 1.516 1.1815 0.98799 0.628354 0.257 0.141016 196.098 30.4961 17.0463 13.097 11.4639 9.43184 7.51232 5.46829 4.78549 3.65569 3.13966 2.47338 1.7703 13.4497 8.84372 4.606
internal_count=2900 252 250 75 44 175 170 166 164 159 129 121 116 98 2648 468 346 314 287 272 233 220 198 187 179 174 137 122 79 43
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 2 1 1 0 1 0 2 0 2 0 2 2 2 1 0 1 1 1 2 2 2 2 1 0
split_gain=0.0418439 0.388482 0.664487 0.190496 0.152712 0.630592 0.950819 0.150586 0.243564 0.314206 0.178367 0.448421 0.155144 0.144064 0.167262 0.144123 0.419193 1.44405 0.292397 0.169684 0.291515 0.933671 0.833095 1.13991 1.18648 1.80338 1.49687 0.747562 0.571697 0.382053
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.3972336157500001 0.42314601355000009 0.31148768000000004 41.24714903835001 0.32272985840000007 0.34193587020000005 0.4588185982500001 0.34392682850000006 0.4622167001000001 45.673096293200011 0.47512050540000011 42.207998345450008 0.47727612945000003 42.541806567400009 42.773538294100007 41.24714903835001 0.3447651268000001 0.48101853240000009 0.34494476210000008 0.34494476210000008 0.34515433670000012 42.448133449100006 43.32600771660001 40.982542372850013 39.646013290900008 0.34545372890000009 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 9 -9 -10 12 -12 14 -13 16 18 -18 -15 -17 22 -22 -21 -24 26 -26 27 -25 -28 -23
right_child=3 -3 -4 4 7 6 -8 8 10 -11 11 13 -14 15 -16 19 17 -19 -20 20 21 29 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.020589923874184891 0.034268366090203006 -0.062365501010058139 0.084864157485987191 -0.10999927175479621 0.021462159830314832 -0.11325461954909061 0.11324837411658706 -0.00071175824368582374 0.02187865408076323 -0.075754584398122243 -0.10714897609864922 0.035838770883850832 -0.012441370650444622 -0.0038451863236653723 -0.0018928276184527637 -0.016550684812121619 0.080612952570662422 -0.039851650065505152 -0.051771310456707957 0.050444054546475561 -0.082170394599847624 -0.027172779986018442 -0.061991486917730598 0.026411899539274777 -0.087838007372029195 0.017672471219055411 0.086775924261156975 -0.045260331410432925 0.031849383261456699 0.00091004402400799128
leaf_weight=2.1844721627494432 1.6295661205658678 1.0512609002398674 0.82251812517642964 0.6030185535782937 3.265862727770581 0.30131334351062833 0.48148131259222282 1.3102548997849219 3.7201471608132115 0.97176163693075057 0.52302964640602922 2.3991914847938451 0.25843257084488869 2.221190660260616 2.3022565285209566 5.771981985308229 1.7353902019094674 2.3326789580169134 2.9820701617281884 4.3530609100125757 1.4024786874651898 5.0344931352883568 2.4329225900582996 2.8220097720623034 2.6606212195474646 4.1414947174489498 3.4640122551936656 3.0048273019492626 4.1835469413781539 128.31269464979096
leaf_count=113 12 29 4 32 33 36 16 30 24 39 59 22 3 17 24 35 9 56 33 20 10 33 25 19 38 21 19 25 30 2034
internal_value=1.16136e-05 -0.0100384 0.00825549 0.000221176 -6.63082e-05 -0.0331428 0.0260628 0.000172921 -0.000196239 -0.0326676 0.000202024 -0.000240232 -0.0758288 8.51184e-05 0.0173619 -0.000374161 -0.0125109 0.0115371 -0.0313124 0.000297285 0.000898267 -0.00100389 0.0103695 0.00268777 0.0104485 -0.0235975 0.0276355 -0.0105486 0.0567287 -0.000150217
internal_weight=198.68 4.05825 3.00699 194.622 192.992 1.38581 0.782795 191.606 188.341 2.28202 186.059 182.338 0.781462 181.557 4.70145 176.855 9.27133 4.06807 5.20326 167.584 161.812 134.75 27.0625 22.7094 20.2765 6.80212 13.4744 5.82684 7.64756 133.347
internal_count=2900 146 117 2754 2742 84 52 2658 2625 69 2556 2532 62 2470 46 2424 115 65 50 2309 2274 2077 197 177 152 59 93 44 49 2067
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 0 0 2 2 1 0 0 0 0 0 1 1 0 1 0 0 2 1 1 0 1 2 2 2
split_gain=0.0495106 0.198778 0.371629 0.338887 0.375139 0.247842 0.510906 0.203138 0.287252 0.199805 0.286543 0.210557 0.145314 0.0803146 0.0554339 3.37783 0.635366 0.719847 0.523203 0.52617 1.37287 1.0811 0.788557 0.683008 0.567287 1.93755 0.502854 0.35331 0.607262 0.471123
threshold=34.542090938800008 0.31100865245000009 0.4942366995000001 0.34392682850000006 33.151194885250007 0.50041914915000019 0.51243974730000008 0.51484985480000012 34.394321486900004 33.384956903900012 0.38906020780000011 0.54384599265000022 0.56793209785000009 0.56915960600000015 0.51700547890000015 0.51929582950000019 0.38042274180000007 0.38398550940000004 0.51401155655000019 0.37138109635000011 0.50356276755000018 0.5025747732000001 40.305698932850007 0.36543816055000006 0.37668033890000002 0.49678153350000009 0.37668033890000002 38.592454371550012 39.134693790050008 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8 9 10 -9 -12 -13 -14 18 -16 -17 -18 19 20 23 24 -23 27 -21 -26 -24 -2 -29 -30
right_child=14 2 5 -5 -6 6 7 8 -10 -11 11 12 13 -15 15 16 17 -19 -20 21 -22 22 26 -25 25 -27 -28 28 29 -31
leaf_value=0.10420387298909486 0.018640937103699712 -0.10634748468222105 0.10260995960690929 -0.14078252269047048 0.10159846434468311 -0.1276156405913661 0.10611586123844018 -0.061813402324699868 0.099526926570718655 -0.10727768481686184 0.10311211183214458 -0.10708196843462366 0.091689659831100681 -0.10055251768658785 -0.16112652778565384 -0.07852118022658533 0.085504222217791859 0.00040238979806566776 0.036529056122032159 0.073368094836044173 0.05082054481063554 -0.1266262661091539 -0.085548391199876672 -0.042199320869496501 -0.13654445709825133 0.08042517871805932 0.017722558276273597 -0.045604594873600371 0.056075811309312933 -0.00085234449944546729
leaf_weight=0.21969136595725958 9.7446366938893316 0.16198233069008017 0.3447701231343675 0.29357840114471401 0.18680119886994362 0.23502820543944825 0.28867829591035832 0.35493571986444272 0.30758052621968079 0.17647097115423094 0.33784393413225189 0.10574433277361095 0.10223375679925084 0.027598516067428136 1.3156687183436577 1.0043434294639144 1.0075077484361816 73.836160734313125 4.0434689163230351 1.0905173011124127 5.3691326887346795 1.3411814945284279 0.82781834178604174 3.8817186429805579 0.76302723460685207 0.89357982808724046 1.0954366668447617 3.0050218047108492 1.4792567011900235 84.197500354875956
leaf_count=2 100 39 5 31 5 4 2 8 5 30 5 18 2 96 20 27 9 1406 29 7 42 23 24 31 29 15 27 27 12 820
internal_value=1.61407e-05 0.0124672 0.00557293 -0.0616139 0.00502404 0.0244946 0.0105844 0.0296786 0.0140558 -0.00973909 0.00880199 0.0525115 -0.0200556 0.0508246 -0.000184649 -0.00226783 0.00048775 0.00154799 0.0011807 -7.6499e-05 0.00153094 -0.0288685 -0.0677708 -0.00105577 0.0173594 -0.0195103 -0.0267279 0.000566836 -0.0014192 0.000130552
internal_weight=198.039 3.14294 2.92325 0.642362 0.348784 2.28088 1.93611 1.70109 1.41241 1.10483 0.928356 0.573421 0.235577 0.129832 194.896 77.1637 75.848 74.8437 117.732 113.689 107.677 6.01156 3.26444 102.308 2.74712 1.65661 1.92326 98.4264 88.6818 85.6768
internal_count=2900 252 250 75 44 175 170 166 164 159 129 121 116 98 2648 1462 1442 1415 1186 1157 1032 125 74 990 51 44 51 959 859 832
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 2 0 0 1 2 0 1 0 0 0 2 2 2 2 1 2 0 0 1 0 1 0 0 2
split_gain=0.0515957 0.857041 1.83745 1.30767 1.05403 1.55181 0.295498 0.289952 0.755686 0.281222 0.47272 0.239814 0.161864 0.212449 0.116482 0.122427 0.115007 0.157954 0.102596 0.140207 0.0978265 0.0944617 0.772053 2.04455 0.808549 0.688109 0.768679 0.720764 0.332071 0.248897
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.337501601400007 36.372781240150012 0.50749977545000013 0.51243974730000008 0.39458399450000009 34.542090938800008 0.54384599265000022 0.31728091975000011 0.4447920721000001 0.56793209785000009 0.56859076075000015 36.625813070500008 37.020641110850008 37.360990606650006 37.186372654950006 0.36543816055000006 38.703421923500009 0.50749977545000013 0.52772372085000019 0.39685937550000011 0.54679500610000009 0.42892428370000008 0.56369569775000017 0.47778509625000004 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 4 -3 -4 12 -6 20 -5 -9 -10 11 -11 -1 -14 -13 -16 -8 -18 19 -19 -2 22 28 -24 -25 -26 -27 -28 -20 -23
right_child=6 2 3 7 5 -7 16 8 9 10 -12 14 13 -15 15 -17 17 18 21 -21 -22 29 23 24 25 26 27 -29 -30 -31
leaf_value=-0.022454580288690251 -0.015357292994352362 0.10859767159634333 -0.15716695677068251 0.10594278831364821 -0.17386593665822564 0.025205696303752911 0.025385888285852296 -0.12640761745243517 0.048405991406123873 0.078459443085519054 -0.11185270515793871 -0.10618340416536776 0.09678543596829324 0.004720945028131889 0.089268078911135917 -0.10069329261816221 -0.021798498055554144 0.00014843288465054918 -0.0087468768558864197 0.042910384455546638 -0.061255616020733109 0.013312641205268297 -0.09685558327013491 0.089074108734220142 -0.05416817485569897 0.10730559042520632 0.033354949643870271 -0.11854072391758581 0.040951794729780146 -0.0006306582944886046
leaf_weight=0.47308388393139322 0.86752605509536695 1.9696708749979732 0.5220122252358127 0.3045524209737781 0.94222241150600872 0.67004646640270948 1.7758609590564436 0.39016579464077983 1.6401583572733218 0.41450879618059822 0.3546180456842194 0.13903441738239053 0.47772932418956748 0.52732228394597769 0.094889320898801088 0.052808605222708138 3.3202766030190096 1.8256418655582813 2.2866078770166478 1.3219700157496843 0.99924241882035858 13.991840346112438 2.8025312789250165 1.0189351700246332 1.9202138900291172 0.78266940114554051 0.95996578811900668 0.46309522414958337 3.2629031259566545 150.58747814154231
leaf_count=11 10 11 6 2 38 8 24 5 23 7 45 22 34 12 2 122 48 24 31 24 38 132 39 4 23 8 20 57 22 2048
internal_value=1.58305e-05 0.00742429 0.0298252 -0.00982871 -0.0352147 -0.0911333 -0.000337408 0.0128544 0.00366818 0.0224927 -0.0177608 0.0298215 0.0257783 0.0484818 -0.0404908 0.0213484 5.92335e-05 -0.000184484 0.000211515 0.0181081 -0.0399257 -0.000104818 -0.00814739 -0.0281332 0.00930149 -0.010399 0.0277046 -0.0160752 0.0204741 0.000554742
internal_weight=197.16 8.97282 5.88242 3.91275 3.0904 1.61227 188.187 3.39074 3.08618 2.69602 1.05586 0.701241 1.47814 1.00505 0.286732 0.147698 186.32 184.544 181.224 3.14761 1.86677 178.076 13.4969 7.94741 5.14488 4.12594 2.20573 1.42306 5.54951 164.579
internal_count=2900 348 245 234 103 46 2552 228 226 221 198 153 57 46 146 124 2504 2480 2432 48 48 2384 204 151 112 108 85 77 53 2180
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 2 2 0 2 0 0 2 2 1 2 1 2 0 1 1 1 2 1 0 2 1 0
split_gain=0.0451668 0.604194 0.183589 0.407619 0.285913 0.346366 0.668753 1.11699 0.154643 0.183569 2.33421 0.536255 0.158963 0.441824 0.522798 0.491686 0.561784 0.420204 0.383549 0.262463 0.259618 0.55763 0.402604 0.372537 0.320806 0.364401 0.158601 0.156797 0.796015 1.20396
threshold=43.19689381845 43.245737185650007 43.082598263550004 0.50356276755000018 43.022303514600004 42.773538294100007 0.48140774230000011 0.50356276755000018 42.686561923500008 42.564639561200003 0.49588335680000006 42.541806567400009 0.57600071855000012 0.58388970390000006 40.922041107600009 42.406961525800007 0.47536001915000009 40.823855932350007 0.47976108500000009 37.272044000450002 0.56501302355000016 0.43887907550000005 0.45051046375000009 0.45280081435000008 42.448133449100006 0.34581299960000006 0.62406814170000013 42.027086531450003 0.34542378970000004 0.4755546241000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 11 -11 12 20 14 17 16 -15 -14 -18 26 24 -22 -23 -24 27 -26 -20 -1 29 -29
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12 -13 13 15 -16 -17 18 -19 19 -21 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.001112591022425703 0.078699301435288693 0.0010262329500966567 -0.064709950483227238 0.014614774845481689 0.039250073924239112 0.0062021694814617494 -0.13694899440830116 0.0036026983791164107 0.023859154100695348 -0.10688754420403908 0.037633192672802358 0.052889795454781945 -0.10835596824579241 -0.11500678988587854 -0.14801984470782747 0.084306619119464174 0.090808487342600885 0.10791979899297666 0.086619375670367926 -0.10486280484807475 0.062225901903011388 -0.056474928215597069 0.070029497902371785 -0.020211288259461672 0.0034900701105999125 -0.065202668028694025 -0.1039168456383016 0.050123181566791686 0.025524852645695463 -0.091644744365119601
leaf_weight=114.44520274421984 1.0271191778592754 40.095569005501602 1.3669890829951321 1.2312782516419245 1.805106179723224 2.7944179720943785 1.135186334140599 1.1265520069919146 2.6903816993581122 1.8556829071021628 2.8097548478472163 1.913419677177443 0.16555445255335088 0.48844948787132103 0.51191489133998402 0.53433103359566292 0.40289372095867293 0.19641564786434174 0.17437220617284765 0.27975130192771758 2.0637293793261042 1.0173029047437014 0.85836855135858037 0.97950103041694092 1.4706100715557107 1.626209905487485 0.058290841045732122 0.96383615220111041 8.7665876472601649 1.5827286198036743
leaf_count=1153 11 803 34 21 22 38 14 36 33 26 29 11 47 77 14 9 7 1 26 151 24 17 7 40 24 20 81 19 82 23
internal_value=1.93835e-05 0.00296627 -0.000760863 -0.0271192 -0.000312411 -0.000785632 -0.0265167 -0.0669414 0.000106349 -0.000340018 -0.0198501 0.000317191 -0.000419293 -0.0239495 -0.0829803 0.00266753 -0.0284078 0.00900164 0.0178052 -0.0395947 7.53187e-05 0.0226228 -0.00600243 0.0219353 -0.000785407 -0.032582 0.0388829 -2.40996e-06 0.0112283 -0.0379877
internal_weight=196.438 41.1227 155.315 2.59827 152.717 150.911 5.05616 2.26174 145.855 143.165 4.66544 138.499 136.586 2.81197 0.873885 1.93809 1.40376 0.36197 0.915308 0.512414 133.774 4.9189 2.85517 1.83787 128.855 3.09682 0.232663 125.758 11.3132 2.54656
internal_count=2900 814 2086 55 2031 2009 88 50 1921 1888 55 1833 1822 413 62 351 342 48 265 258 1409 88 64 47 1321 44 107 1277 124 42
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 0 0 0 2 1 0 2 0 0 1 0 1 1 1 2 2 2 0 0 2 1 0 0 2 2
split_gain=0.0541481 0.827988 0.484334 0.416313 2.38883 0.880245 0.835884 1.21587 2.77506 0.574102 0.7104 0.41934 0.412345 0.627374 1.00549 0.733669 0.39826 0.857963 0.26394 0.261113 0.749042 0.415834 0.472151 0.630953 0.422442 0.462241 0.446158 0.325831 0.463993 0.429524
threshold=0.52803808270000008 0.52877159370000015 0.52682554415000016 0.39078171310000004 40.305698932850007 0.52428071015000011 0.52161611930000007 0.51700547890000015 37.858673296900008 0.39584144190000009 0.51243974730000008 39.091773401050006 0.51401155655000019 0.50579323975000012 0.36998892250000009 0.50356276755000018 0.37027334510000004 0.36543816055000006 0.38733870245000007 38.592454371550012 38.938637541200009 38.175120519550006 0.49320379630000005 0.47440196400000006 37.858673296900008 0.33960061075000009 0.42314601355000009 0.49678153350000009 39.039757512550004 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 12 -9 -6 -11 -8 13 15 -15 16 17 19 -3 21 -21 22 23 24 25 26 -1 28 -22 -30
right_child=1 18 -4 4 5 -7 11 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0635329641246659 -0.12041830396428266 -0.04799788882279632 0.045773613042895872 -0.15063708867920839 0.11443071700645074 -0.073351565959825699 0.0021154138635063077 0.037188254812101709 -0.11417611883850141 -0.10674298735271875 0.059016330806891087 0.047082621587011042 0.031884152870976484 0.018529989690263936 -0.081081309041555139 0.04540510027979975 0.038035967299673928 -0.048346651049790024 -0.00035239119603664083 -0.083668820209680694 0.062053682545795609 0.056617419851750408 0.031793780056429834 -0.064824492869191341 0.079957619487377174 -0.099649135800353436 0.045639656155546889 -0.031688364391971716 -0.025441967196313243 0.0022616579995512801
leaf_weight=0.52949446186175819 0.58986202163941825 1.1871692017884914 2.3844377570676434 1.1849136698510836 0.86461186646920474 0.76409588078604418 3.2566173896193487 2.1164268478751174 2.8319251746288501 0.37437687074998371 0.83570173430052819 5.7100170326884836 4.2132528314832589 1.7788251345045853 2.3548736236989498 3.6732806488871566 2.6744941212236872 3.6975472033955148 56.375021291764028 1.0840006506768975 1.2326145293191064 2.0030936928233123 3.8564522098749876 1.6654685616958884 0.70067457994446147 0.44972658995538939 1.2774593243375418 3.1339138131588689 6.0357088429154819 76.903036276708008
leaf_count=52 22 15 34 50 13 38 22 16 29 39 26 42 29 12 48 34 23 31 1339 13 8 13 25 16 7 48 18 28 43 767
internal_value=1.5394e-05 -0.00254295 0.0010967 0.000308772 -0.031375 0.0184052 0.00128062 -0.000881593 -0.0494371 0.0521987 0.00773334 0.0307509 0.00116737 2.25966e-05 -0.0382163 0.00147387 -5.94476e-05 -0.00105279 -0.00133504 0.000715883 -0.00105385 0.0156386 0.00595804 -0.0155946 0.0121297 -0.00893011 0.0136486 -2.80885e-05 0.0011507 0.00024558
internal_weight=195.739 58.1521 137.587 135.203 4.0237 2.83879 131.179 122.212 4.94835 2.07469 1.21008 8.96663 117.264 113.051 4.1337 108.917 105.244 102.569 57.5622 98.8716 88.3893 10.4824 8.47928 4.62282 2.95735 2.25668 1.80695 87.3053 84.1714 82.9387
internal_count=2900 1376 1524 1490 166 116 1324 1260 45 78 65 64 1215 1186 60 1126 1092 1069 1354 1038 859 179 166 141 125 118 70 846 818 810
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 2 0 0 1 2 0 2 2 1 0 0 0 0 0 1 1 2 0 1 1 0 0 1 0
split_gain=0.0538796 0.752878 1.61879 1.09708 0.865455 0.870362 0.257469 0.246149 0.618741 0.221977 0.412341 0.221224 0.118906 0.136979 0.107505 0.101098 0.100948 0.0847956 0.560539 0.719139 0.373375 0.276494 0.421813 0.486602 0.194117 0.72001 0.284661 0.160836 0.383093 0.177338
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.131296350900008 36.372781240150012 0.50749977545000013 0.51243974730000008 0.39458399450000009 34.542090938800008 0.54384599265000022 35.131296350900008 34.176526048000007 0.36597706655000006 0.56793209785000009 0.56859076075000015 0.42646926740000007 0.3972336157500001 0.41155953415000007 0.32600820335000008 0.31123319660000009 48.680511450650009 0.37331217625000007 0.34307356065000005 0.34193587020000005 0.4588185982500001 0.46928235680000008 0.35814795965000007 0.47727612945000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 14 -5 -9 -10 11 -11 13 -1 -2 -13 -17 18 21 -20 -19 22 23 -8 25 26 -22 28 -26 -29
right_child=6 2 3 7 5 -7 17 8 9 10 -12 15 -14 -15 -16 16 -18 20 19 -21 24 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=0.0038871291627676518 -0.060208238631993385 0.10732278956410571 -0.14828335182922367 0.1051141761581403 -0.15927345625624534 -0.0098880555803915748 0.032377397482788138 -0.12160755804813819 0.044557661352702581 0.077008540636705897 -0.11001091420167186 -0.10555340156546984 -0.004051412236845916 0.093661326043464041 -0.011922001408684458 0.08455054004789446 -0.10056762537137265 0.036488516133654628 -0.005628217523935942 -0.15702043943736649 -0.028058773273848051 -0.034646590753747514 0.031048554088502267 -0.12560800906713496 0.083704835126625687 0.01524306881277742 -0.12808530753554992 -0.010840147723296265 -0.011611539829066278 0.00096259172708206258
leaf_weight=0.30668264178893723 0.97837039209843968 1.8075473047792909 0.48607560136588324 0.26621811091899905 0.77399624337613182 0.78616676792444196 0.37200937326997419 0.34231108799576793 1.5869173772516663 0.38905000913655374 0.31563225974696252 0.12790387580935203 0.74327573552727699 0.38124559633433819 0.87207831972227723 0.084202072117477655 0.045309058259363155 2.8304407089017323 0.73181350465165429 0.54926359740056796 0.48815549281425685 1.4657568013644775 3.401159904897213 0.40963169209862826 0.76043868807027937 1.7268964312970638 0.68199247366283089 13.858072323317172 0.94650888846081216 156.4240916711783
leaf_count=43 11 11 6 2 36 10 11 5 23 7 45 22 8 6 37 2 122 29 19 46 16 10 19 92 10 11 31 155 42 2013
internal_value=1.75482e-05 0.00783134 0.0299529 -0.00842918 -0.0324808 -0.0839981 -0.000336175 0.0131001 0.00462795 0.0215803 -0.0163194 0.0294249 0.0236785 0.0536394 -0.0374519 -0.0424916 0.0197875 3.57839e-05 -0.0108166 -0.0705378 0.000458947 0.00272801 0.015825 -0.0504174 -0.000124173 -0.0257942 -0.0863568 0.000308223 0.0308515 2.04945e-06
internal_weight=194.939 8.44253 5.45117 3.64362 2.99137 1.56016 186.497 3.15754 2.89133 2.54901 0.962097 0.646465 1.4312 0.687928 1.85045 0.257415 0.129511 184.646 6.92963 1.28108 177.717 5.64856 4.1828 0.781641 174.886 2.89704 1.17015 171.989 1.70695 170.282
internal_count=2900 348 245 234 103 46 2552 228 226 221 198 153 57 49 48 146 124 2504 197 65 2307 132 122 103 2278 58 47 2220 52 2168
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 0 0 0 2 1 2 2 0 1 0 0 1 1 0 1 2 0 0 2 2 1 2 2 2 2
split_gain=0.0477856 0.727144 0.393953 0.36372 2.11424 0.746626 0.677638 1.03084 2.21789 0.511803 0.579185 0.354783 0.328055 0.507637 1.59664 1.03677 1.25052 0.570261 0.323721 0.222679 0.220448 0.857727 0.558493 0.764974 0.368908 0.809255 0.237691 0.530249 0.6398 0.427845
threshold=0.52803808270000008 0.52877159370000015 0.52682554415000016 0.39078171310000004 40.305698932850007 0.52428071015000011 0.52161611930000007 0.51700547890000015 37.858673296900008 0.39584144190000009 40.337496327150006 39.091773401050006 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50300889195000009 0.36927038110000004 0.36543816055000006 0.52324780695000006 0.39135055835000004 35.97706729810001 0.49850303880000008 0.49850303880000008 37.511241581900002 35.337501601400007 0.34392682850000006 38.175120519550006 38.592454371550012 38.828362408050005 39.039757512550004
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 12 -9 -6 -11 -8 13 15 -15 17 -17 20 -12 -3 21 24 23 -22 25 -1 -25 -28 -29 -30
right_child=1 19 -4 4 5 -7 11 8 -10 10 18 -13 -14 14 -16 16 -18 -19 -20 -21 22 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=0.028882573046595247 -0.11844371308482796 -0.032450357543568821 0.041508533973940512 -0.1470787792068057 0.11080471508798191 -0.068068572615240297 0.0016916188434084962 0.03325740045813004 -0.1034037189154598 0.086496061195138849 -0.10665729029658776 0.043206457378334638 0.028764302595700786 0.030774645948178414 -0.083609854054295149 -0.0063006799095994591 0.086843309481165532 -0.041770838650621381 0.042274922789128339 -6.369197457623537e-05 0.066307223776091939 0.10690194250719337 -0.039856257112729568 -0.035720221107754586 0.041897715011328586 -0.126967604333168 0.052112880694112101 -0.085675480614215635 0.056917166328237179 -0.00051605426998099096
leaf_weight=0.75258145411498822 0.53488483689215982 2.2077791892224914 2.3637126179673933 1.0996700017421965 0.80593716224393608 0.74326363817090157 3.2571694231592101 2.0526865869760504 2.8176466773147695 0.51288221776485421 0.42667863281349128 5.5938046993687749 4.1496237700339398 2.2491146738175294 2.6678002590779215 2.7365223444066933 3.0455361530184746 3.2830734961898989 0.22182060248815105 55.278039299637499 1.7703098439196754 0.93667278438806523 3.4358343370258799 1.8323038874659676 0.92364352547156148 0.59784431291654982 1.9590826522035047 0.87296643352601577 1.3174176793545473 83.932258944249043
leaf_count=50 22 25 34 50 13 38 22 16 29 2 50 42 29 19 53 22 28 27 13 1329 30 7 27 24 13 35 13 10 10 818
internal_value=1.62744e-05 -0.00238738 0.00103904 0.00032514 -0.0301287 0.0173173 0.00121647 -0.000732146 -0.0458055 0.0495766 0.00708755 0.0279289 0.00115277 0.000132608 -0.0312876 0.00157112 0.0427603 -0.000772632 -0.0557147 -0.00130752 0.000596217 0.0263678 -0.000273693 0.00120965 -0.00680358 -0.0401135 -7.20532e-05 0.000669511 -0.000500702 0.000371498
internal_weight=194.379 58.0207 136.358 133.994 3.81025 2.71058 130.184 121.333 4.87033 1.96732 1.16138 8.85097 116.463 112.313 4.91691 107.396 5.78206 101.614 0.648499 57.4858 98.3309 3.21074 95.1202 91.6843 2.27407 1.35043 89.914 88.0817 86.1226 85.2497
internal_count=2900 1376 1524 1490 166 116 1324 1260 45 78 65 64 1215 1186 72 1114 50 1064 63 1354 1037 105 932 905 98 85 875 851 838 828
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 1 2 2 1 0 0 0 0 0 0 1 1 1 0 0 1 1 2 1 1 0 1
split_gain=0.0548328 0.2484 0.189831 0.161872 0.286038 0.148157 0.1415 0.151884 0.0911969 0.0572244 0.397098 0.809446 0.418096 0.319116 0.949932 0.84964 0.76456 0.349716 0.334449 0.884822 0.835644 0.393656 0.632922 0.591839 0.830762 0.71067 0.348398 0.326471 0.826001 0.760603
threshold=34.542090938800008 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.36543816055000006 0.39458399450000009 0.43166372265000008 0.43625939340000008 42.988308018450006 42.773538294100007 0.34620220950000008 0.49811382890000006 0.55754318735000019 0.54191491270000014 0.53592706805000012 0.56793209785000009 0.54384599265000022 0.3982365797500001 0.39904493880000008 0.38398550940000004 0.49967066855000003 0.50579323975000012 0.34587287805000005 0.34692075085000007 43.061965423550006 0.41865513010000005 0.34479506600000004 0.48041974790000003 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 5 -4 -5 -1 -6 -8 -9 10 -2 -12 -13 14 15 18 -15 -16 20 -20 21 23 -23 25 -25 -11 -21 -27 29 -29
right_child=9 -3 3 4 6 -7 7 8 -10 13 11 12 -14 16 17 -17 -18 -19 19 26 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.020296853118590617 -0.00024541721380400895 0.051987323645494826 0.10250335003206722 -0.1212670450734918 0.10350400712127386 -0.121640926538365 -0.10552602524581954 0.072248210123114595 -0.10194819944884975 0.075398578218828782 -0.080027833120857539 0.059608149034038396 -0.027121560381794248 -0.11928110618194837 0.098670167589802016 -0.075897972279649395 -0.0059932022010682692 0.03013711000280915 0.1440334125165785 0.031113842291615342 -0.069636103716648953 0.10151060120888496 0.011056220359761584 -0.073461226799089924 0.00090468510761981119 -0.0094368285751446832 -0.05427559389531348 0.010154663355407073 -0.024859136217917403 0.088454020115561124
leaf_weight=0.50684634534013573 140.7790278134371 1.0507268819742419 0.18930965662002563 0.15481005981564522 0.18567876517772675 0.20164162409491837 0.10389979300816776 0.17433804948814213 0.036314125066724046 1.5541620501317215 1.8874687513307424 0.94021768330276279 1.3595564329025362 0.64445684396195968 1.3446695618331426 1.3399494430123002 7.8778559938073158 1.6684729454718761 0.613084197044372 1.9840870311891197 1.5432268020231266 1.0551512576639646 2.8985284200171009 2.2592415268300092 4.4830574759980664 8.1610667254535674 0.62940054040700477 2.9568112504639421 2.7676489725708961 2.1374767184897792
leaf_count=67 1669 36 4 3 2 5 17 9 109 11 33 10 34 30 8 25 280 35 1 40 48 9 59 23 48 151 66 37 14 17
internal_value=2.30175e-05 0.0144373 -0.0109708 0.0210568 -0.00248159 -0.0491402 0.0342798 -0.00658295 0.0422187 -0.000173586 -0.00114805 -0.0314954 0.00833619 0.00290283 0.00688251 0.00216435 -0.01456 0.0607212 0.00532992 0.0359131 0.00202037 0.00593158 0.0351965 0.0011739 -0.0240142 0.0108356 0.0105497 0.00457329 0.0191165 0.0430077
internal_weight=193.488 2.60357 1.55284 0.84435 0.655041 0.708488 0.500231 0.314552 0.210652 190.885 144.966 4.18724 2.29977 45.9183 37.396 34.3829 8.52231 3.01314 33.0429 3.22657 29.8164 28.2731 3.95368 24.3195 6.7423 17.5772 2.61349 16.023 7.86194 5.09429
internal_count=2900 252 216 144 140 72 137 135 118 2648 1746 77 44 902 592 549 310 43 524 107 417 369 68 301 71 230 106 219 68 54
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 2 1 1 1 1 0 2 0 0 2 0 0 0 1 0 0 2 2 2 1 0 1 1
split_gain=0.0502005 0.292594 0.262687 1.3931 0.194938 0.283863 0.26017 0.292503 0.256454 0.136187 1.2093 0.469656 0.316336 1.06595 0.645843 2.38413 0.546716 0.434161 0.863049 0.919069 0.346439 0.500312 1.08139 1.17096 0.394109 0.314713 1.33454 0.626206 0.443665 0.457286
threshold=43.162556114600001 43.245737185650007 43.082598263550004 0.50356276755000018 43.022303514600004 42.898324343550009 42.852084787850011 42.718072821900002 0.34587287805000005 0.34479506600000004 0.34488488370000009 0.31810424840000007 0.47760546090000006 44.758188263300006 0.48041974790000003 0.48119816770000007 44.015822920550008 0.48140774230000011 0.48414718120000005 0.48607826115000008 0.35585760905000008 0.52290350590000012 0.5089817670000002 48.008184682100008 43.812290675100009 43.933728833200007 0.38780276035000005 0.53592706805000012 0.39167988980000007 0.40105086675000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 -1 -9 11 -11 -3 13 16 -14 -16 -12 -17 -19 -20 -21 22 23 24 -22 27 -27 -23 -28 -30
right_child=1 9 3 -5 -6 -7 -8 8 -10 10 12 -13 14 -15 15 17 -18 18 19 20 21 25 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00014929633854746192 0.043391074993242719 0.00084592339316260506 -0.14204380412212073 0.039087836345370199 0.033343354487108942 -0.03925638270916932 0.03554658070843849 -0.066637172096512667 -0.003198612214352959 0.12306818336394004 -0.029715172484602856 -0.06305417269362322 0.04299943449505203 0.027009638134139299 -0.19978518635053732 0.11201784094746028 -0.14590606864390693 -0.11229603066860482 0.13358093224487974 0.037064026927590865 -0.13247556249884471 0.080238659685823333 -0.13595130673775344 0.097878112351743013 -0.0092845718500860989 -0.14988798862919722 0.070101600657176841 -0.0040342042138092338 -0.068594616524479513 0.0041793314162829418
leaf_weight=141.71175608402416 1.7284459272123047 6.5851571290841084 0.75060557901451719 0.97768458927021129 1.6958809349889623 1.8904243573269912 2.0018520074409016 1.2509771718941913 1.2988778726576127 0.83473899960518139 0.83419955143472468 1.3936293298465896 3.7801385559141663 1.7127829305827615 0.59131930768490093 0.3633303595706846 0.78703341167420149 0.64379636198282497 0.54358583688736217 2.481202773749831 0.48811040190048804 1.4672702099196642 0.84994705543067528 0.73476222250610579 0.55493930930970237 0.59463197004515578 0.92530923802405496 2.2095501557123498 0.94280393518420069 10.258447654012341
leaf_count=1899 22 106 28 16 22 44 22 24 20 2 26 33 18 13 4 2 16 5 1 14 7 18 49 7 35 21 8 43 40 335
internal_value=2.68469e-05 0.00311731 -0.000815305 -0.0395786 -0.000368229 -0.000754118 -0.000256484 -0.000753307 -0.034322 0.00135842 0.00430615 -0.0103153 0.00108361 -0.0280022 0.00461899 -0.00151587 -0.0861205 0.00356879 0.00183255 0.00516469 0.00191899 -0.00266437 -0.0431734 0.00118239 -0.0669336 0.00382715 -0.00362076 0.0295957 0.00355153 -0.00194602
internal_weight=192.883 41.3051 151.578 1.72829 149.85 148.154 146.263 144.262 2.54986 39.5767 31.5979 7.97879 30.7632 3.33402 27.4291 23.649 1.62123 23.0577 22.6944 22.0506 21.507 19.0258 2.62776 1.77781 1.04305 16.398 12.7212 3.67682 12.1266 11.2013
internal_count=2900 825 2075 44 2031 2009 1965 1943 44 803 664 139 662 55 607 589 42 585 583 578 577 563 98 49 42 465 404 61 383 375
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 1 2 0 0 1 1 1 2 2 2 0 0 1 1 1 1 2 0 1 0 2 2 0 2 1
split_gain=0.0518154 0.144858 0.225094 0.291779 0.201213 0.165672 0.144521 0.0932082 0.239527 0.0696001 0.119858 0.270648 0.32382 0.091085 0.487922 0.429641 0.501061 0.18396 0.411067 0.0674106 0.293218 0.867417 0.276875 0.587814 0.490679 0.531222 0.694134 0.322922 0.295628 0.468889
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 46.051945193250006 0.52332265500000019 45.027406014450008 0.67036915065000013 0.68186581240000022 0.48363821445000005 0.49703601690000004 0.48627286610000009 45.673096293200011 49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.45206730335000006 0.45664800455000004 38.938637541200009 0.56323163980000013 0.45877368940000007 0.58388970390000006 39.685256516350002 38.938637541200009 0.58859016195000013 46.377258487500008 0.45976168375000009
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -2 -4 -9 13 11 -11 -13 19 -15 -16 -17 -18 -19 -1 21 -21 -22 -24 25 26 -25 -26 29 -29
right_child=1 -3 7 5 -6 -7 -8 8 -10 10 -12 12 -14 14 15 16 17 18 -20 20 22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=0.00058768017458520159 -0.10193133303999116 -0.11624473628325999 0.10007324213538363 0.097648837873478667 -0.11615580992069159 -0.10054327733917184 0.10315793892959789 0.063051638558066864 -0.10459863544122133 0.030922297661822203 0.049213003612478025 0.025415532814699684 -0.10803304903189744 -0.13179427765343762 -0.11949064485812962 0.099471005562225878 -0.10654570352702322 0.10795569889303858 -0.10187142481428915 0.052089797851653845 0.03903157159441209 -0.066844652097577659 0.055943171267934438 -0.12029941727743097 0.061140806259420102 -0.13600708824181804 0.082084816016090426 0.10063077861498014 -0.092183948843462413 -0.038884049706543571
leaf_weight=176.78272264429711 0.057346691715791875 0.13753020938520411 0.1741119868675014 0.17913375986609026 0.42515079703298397 0.055165766325899313 0.085716128349304199 0.28308682682745712 0.12192537117914526 1.263915480783907 0.77725014650332003 0.34195277282105951 0.38832962646847591 0.33226384694717026 0.23551700636744488 0.53256225585937478 0.22041152600650094 0.19717477262020111 0.17734026146627002 0.85097881723686297 1.6736930777260566 2.1947546072333353 1.0908537970681207 0.31633836260334669 0.64072144864439939 0.69792690710164607 0.36501460522413254 0.34817019639376645 0.44423172273673106 0.78185261976250331
leaf_count=2068 75 79 6 7 26 83 1 21 62 20 30 34 26 16 3 3 27 1 73 19 15 38 17 36 9 26 4 4 6 65
internal_value=2.41884e-05 -0.018371 -0.00862845 -0.0429167 -0.0816363 0.0509846 0.020948 0.038886 0.012582 0.000170764 0.0159023 0.00291929 -0.0455461 -6.12912e-05 -0.023136 0.00335197 0.0290121 -0.0340608 0.00859841 0.000148808 -0.00810094 -0.0336143 0.00411945 -0.00835244 -0.0278661 -0.0746884 -0.0118781 0.00129041 -0.0230687 0.00410172
internal_weight=192.173 1.51917 1.38164 0.802513 0.568214 0.2343 0.143063 0.579124 0.405012 190.654 2.77145 1.9942 0.730282 187.883 1.69527 1.36301 1.12749 0.594927 0.374515 186.187 9.40454 3.04573 6.3588 4.68511 3.59426 1.37928 0.681353 2.21498 1.57425 1.13002
internal_count=2900 360 281 192 102 90 76 89 83 2540 110 80 60 2430 123 107 104 101 74 2307 239 57 182 167 150 66 40 84 75 69
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 0 2 2 0 2 2 1 0 2 1 0 0 2 0 0 0 1 2 0 0 2 0 0
split_gain=0.0473241 0.241943 0.223941 0.212789 0.15992 0.249074 0.600341 0.968555 0.158266 0.179106 1.87723 0.457349 0.30283 0.367408 0.330728 0.308781 0.627842 0.364589 1.50758 0.299713 1.01418 1.00668 0.604697 0.80974 0.294366 0.372865 0.317269 0.283473 0.338664 0.617686
threshold=43.162556114600001 43.245737185650007 43.082598263550004 43.124157941850008 43.022303514600004 42.773538294100007 0.48140774230000011 0.50356276755000018 42.686561923500008 42.564639561200003 0.49588335680000006 42.487106141350004 42.297164883650005 0.39513787010000007 0.47976108500000009 42.027086531450003 0.34500464060000008 0.4942366995000001 0.53839705400000015 41.322103772800006 0.47943175355000006 0.48661716715000009 0.47715637260000004 0.34512439750000007 41.134354310300004 0.48077901860000011 0.50041914915000019 41.028010303750008 0.54095685760000012 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 11 -11 12 15 14 -14 19 -17 -18 -19 24 22 -22 23 -21 27 -26 -27 28 -1 -30
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 16 17 18 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.003991059693478247 0.040052432970221041 0.0014400357904920606 -0.072372657773844204 -0.00085083461912020722 0.030333760003359325 0.0081087842475679947 -0.13258288702352522 0.0025235246539310786 0.024089548439352435 -0.099093998511911599 0.032507832349958091 0.032015673645022939 -0.0044156789706424537 0.0090278763018924336 -0.066208700198640211 -0.036907330260958271 0.055421304093533408 -0.098414919189639141 0.065137268272324453 0.024715149449555083 -0.060142127855456751 -0.0057094544257655132 0.0427971458943757 -0.087359248227341368 -0.012213014554102251 0.056912276751998996 0.010771237798469828 -0.029186010524830466 -0.060773577395300753 -0.0045214321807150503
leaf_weight=66.797497887270765 1.6938830643048266 38.657966263528579 0.8475820396124607 0.81689949669453199 1.6754397469194362 2.7150362759639384 1.0282151903957131 1.096398788726219 2.6804358107037833 1.8040530353318889 2.7153554288070154 4.3757060885982346 1.4058176182079472 2.2259617576528399 2.2562880283221602 1.5418043799363648 3.4921649467432871 0.89188104122877154 1.5311733795133475 1.7194961817294854 5.6068236809223881 8.6228745837179286 4.2771296689752489 1.0313189905136821 2.6601247760700044 2.8513514623045921 3.121809885262337 3.2974714752881473 2.2241257788846296 15.956924788723539
leaf_count=676 22 803 22 22 22 38 14 36 33 26 29 44 27 28 22 24 25 18 32 38 39 135 25 16 21 15 30 34 19 565
internal_value=1.81778e-05 0.0030609 -0.000793495 -0.037271 -0.000387647 -0.0007356 -0.0230474 -0.0628617 1.9051e-05 -0.000440466 -0.0200249 0.00021088 -0.000847338 -0.0230123 -0.0424875 0.000191545 0.0199273 0.0347413 0.00493677 -0.0010539 -0.0118069 -0.0271572 0.0192732 -0.0173031 0.00130484 0.0189284 0.0327971 -0.000418726 0.000697547 -0.0114029
internal_weight=191.619 40.3518 151.267 1.66448 149.603 147.927 4.83965 2.12461 143.088 140.407 4.51941 135.888 131.512 5.88807 3.66211 125.624 7.45702 5.91522 2.42305 118.167 21.2576 14.2297 7.02794 2.75082 96.9093 8.63329 5.97316 88.276 84.9785 18.1811
internal_count=2900 825 2075 44 2031 2009 88 50 1921 1888 55 1833 1789 77 49 1712 99 75 50 1613 253 174 79 54 1360 66 45 1294 1260 584
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 2 0 1 0 1 1 0 2 0 0 1
split_gain=0.0486916 0.212444 0.163412 0.14473 0.256874 0.138387 0.125053 0.138913 0.0612583 1.20571 0.79844 0.538874 0.37462 0.933247 0.595305 2.12 2.47287 0.565126 0.811754 1.39112 0.504858 0.367926 0.672517 1.07836 0.469626 0.631871 0.398191 0.528165 0.778522 0.380572
threshold=34.542090938800008 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.36543816055000006 0.39458399450000009 0.43166372265000008 0.35585760905000008 0.35165114815000004 0.35759408400000009 0.35877668335000007 0.36501901140000009 0.49967066855000003 0.49967066855000003 0.36597706655000006 0.36730936200000003 0.37138109635000011 0.37668033890000002 38.238138001450004 0.49811382890000006 0.38398550940000004 0.51929582950000019 0.39584144190000009 0.38906020780000011 0.52161611930000007 37.064694648750013 0.52877159370000015 0.52975958800000011 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -6 -8 9 -2 -10 -12 13 -13 20 -16 -17 -18 19 -19 -14 -20 23 -23 -24 -26 27 -27 -29 -28
right_child=8 -3 3 4 6 -7 7 -9 10 -11 11 12 14 -15 15 16 17 18 21 -21 -22 22 24 -25 25 26 29 28 -30 -31
leaf_value=-0.018700301540236833 -0.00044148952494805815 0.048800248723554714 0.10225262935254736 -0.11911303951825269 0.10314587854141107 -0.11949342490321549 -0.10497713868694757 0.041714700759468898 -0.074432131964756218 0.063986537093300502 0.055249856509006684 -0.00055598337709346064 -0.013387748569571154 -0.087258281938710575 0.091591603433274077 -0.15733832159371922 0.038020398404243927 0.049546965084924732 0.026647131069151488 -0.11317179327800227 -0.091531445705732406 -0.14020312055681927 0.029897293748697585 0.026625688318655083 -0.074442487669574425 -0.12446883324314165 0.024494543567408971 0.11681312516941141 -0.052788021852912509 -0.0017666740153222842
leaf_weight=0.5071019290542147 84.622257514420198 1.0268457038700942 0.17095181718468666 0.14300703629851341 0.1678415834903717 0.18624658184126019 0.094490721967304125 0.20376599013422947 1.4929256399627764 3.0078919300285625 1.6889238104922686 4.2406160614336832 2.4985442059187331 1.7553594782948492 2.5377976335585108 1.0018583523342375 3.871156708803027 0.78871721029281561 5.0896229268400921 1.5737195096444336 1.2356337108067235 0.87028686188932514 4.9750143443234256 0.69837843663844978 1.181178049497247 0.58310928242281024 6.1071265814825884 0.35590121150016774 1.1299525911917951 57.236476980613133
leaf_count=67 842 36 4 3 2 5 17 118 17 30 17 52 47 15 8 20 39 5 46 44 13 12 32 35 13 24 30 1 107 1199
internal_value=1.95406e-05 0.0138831 -0.0104514 0.020946 -0.00187351 -0.0457752 0.0340976 -0.00475875 -0.000164303 0.00176999 -0.00184401 -0.000753991 -0.00172182 -0.0259386 -0.000138952 0.00152048 -0.00115417 0.000698459 -0.00109432 -0.0588469 -0.0392454 0.000649794 -0.00115936 -0.06593 0.000260306 -0.00195378 -0.000644828 -0.0438156 -0.0121641 0.00076524
internal_weight=191.043 2.50025 1.47341 0.780057 0.609105 0.693349 0.466098 0.298257 188.542 87.6301 100.912 99.4194 97.7305 5.99598 91.7345 88.0003 85.4625 84.4606 80.5895 2.36244 3.73418 78.227 73.1374 1.56867 71.5688 66.5937 65.4126 2.06896 1.48585 63.3436
internal_count=2900 252 216 144 140 72 137 135 2648 872 1776 1759 1742 67 1675 1615 1607 1587 1548 49 60 1499 1453 47 1406 1374 1361 132 108 1229
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 2 0 0 1 0 0 1 2 2 0 0 0 0 1 1 0 0 0 0 2 2 2 2 1
split_gain=0.0513769 0.676194 1.36661 0.802658 0.587354 0.647878 0.226252 0.194756 0.541271 0.183037 0.172228 0.43714 0.113029 0.106212 0.163028 0.0881582 0.10038 0.0773493 2.44592 0.399136 0.4756 0.519207 0.356082 1.00505 0.54054 0.509311 0.917981 0.520978 0.641694 0.499952
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.131296350900008 36.372781240150012 0.50749977545000013 0.51243974730000008 0.38733870245000007 0.53781323915000012 0.54384599265000022 0.36597706655000006 35.131296350900008 33.96174662340001 0.56793209785000009 0.56859076075000015 0.51700547890000015 0.51929582950000019 0.38573695400000008 0.38906020780000011 0.52161611930000007 0.49967066855000003 0.49811382890000006 0.49588335680000006 42.929886289700008 40.982542372850013 43.32600771660001 45.027406014450008 0.37982395740000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -6 12 -5 -9 -10 -11 -12 -2 14 -1 -13 -17 22 -19 -20 -21 -22 23 24 -8 26 29 -27 -29 -24
right_child=6 2 3 7 5 -7 17 8 9 10 11 15 -14 -15 -16 16 -18 18 19 20 21 -23 25 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0121906583475442 -0.058755031881513223 0.10655981828091095 -0.1367849847710321 0.10404688311389394 -0.13848269122180565 -0.008326566892843756 -0.00029761725179200242 -0.11896063530955661 0.064407287615495537 -0.033036998901385936 0.090790416859261175 -0.10421540982677634 -0.0081892665012339386 -0.0080447574165744811 0.091204724814962321 0.083134592388959885 -0.10052684247538016 -0.15156295025092567 -0.044957076794460801 0.034435199065352168 -0.067064688889840698 0.00016769833402992121 0.0057204622476459514 -0.063778899819645948 0.041981076937162562 0.099053027704204877 -0.051594524292274097 -0.050465907455260799 0.067708266031126271 0.057720727302029484
leaf_weight=0.2625849996802565 0.9723919792450022 1.5990653019398449 0.41327753069344941 0.21498519182205234 0.75592228117784521 0.77405507542425767 87.817638895710843 0.30972147639840875 0.7015673334244642 0.71655539370840393 0.51034457376226783 0.18362154764236038 0.81052361302681675 0.74318227567709982 0.36373850144445896 0.070373315364122391 0.051562662506057677 1.0842411737903592 1.9413870561984357 4.0123595942277452 1.1694802312049422 64.456384484529735 6.6268623583018762 2.4475550009519784 3.1318654594942918 1.3384819945786142 2.2067788147833189 0.79988184288959008 1.0797893152921458 2.5643887786427513
leaf_count=41 11 11 6 2 36 10 915 5 10 23 8 28 37 8 8 2 150 20 40 22 12 1279 57 24 19 12 35 27 27 15
internal_value=1.80656e-05 0.00803537 0.0311813 -0.00681834 -0.030051 -0.0726333 -0.000318979 0.0126516 0.00492729 0.0221029 0.00273573 0.0341527 -0.0357675 0.0175208 0.0478564 -0.0604442 0.00547029 3.08262e-05 -0.00249182 -0.000233786 0.00101302 -0.00103041 0.00172789 -0.000543479 0.00115826 0.0162419 0.00632297 0.0513725 0.01742 0.0202287
internal_weight=190.131 7.67056 4.77107 3.17201 2.89948 1.52998 182.46 2.75873 2.54375 2.23402 1.53246 0.815902 1.78292 1.36951 0.626324 0.305558 0.121936 180.677 72.6639 71.5796 69.6382 65.6259 108.013 93.3971 90.9495 14.6162 11.398 3.21815 1.87967 9.19125
internal_count=2900 348 245 234 103 46 2552 228 226 221 211 188 48 57 49 180 152 2504 1373 1353 1313 1291 1131 958 934 173 107 66 54 72
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 0 1 2 2 1 1 0 0 1 2 0 2 2 2 2 0 0 1 2 0 2 0 0
split_gain=0.0448174 0.352406 0.662747 0.781727 1.07309 0.575778 1.2267 0.703164 0.478453 0.856265 0.190982 0.421579 0.440429 0.177109 0.476911 0.157031 0.314369 0.178078 0.152129 0.195014 0.189606 0.0882338 0.716253 0.841646 0.196038 0.14732 0.397182 1.14917 0.415166 0.873366
threshold=36.514114975300011 36.372781240150012 36.173488152900006 36.072790850000011 35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.337501601400007 37.020641110850008 0.36543816055000006 0.36998892250000009 0.50749977545000013 0.51243974730000008 0.39458399450000009 34.542090938800008 0.54384599265000022 35.616518500750011 34.542090938800008 33.151194885250007 37.663157789700008 0.52324780695000006 0.54384599265000022 0.45280081435000008 38.703421923500009 0.4901499955000001 38.512991772500008 0.52772372085000019 0.54279811980000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 18 -10 11 -2 -13 -9 -15 -16 17 -17 19 20 -1 22 -12 -24 -25 26 -23 28 -28 -30
right_child=10 -3 -4 -5 -6 6 7 13 9 -11 21 12 -14 14 15 16 -18 -19 -20 -21 -22 25 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.026986350676413581 -0.066123293079788772 0.05853603491565515 -0.1006783750080297 0.10824879006741291 -0.14426221634367029 0.10504356976558114 -0.13275517306750573 0.10364711515872858 -0.1298391031213984 0.02195024347623312 0.040044946704962815 0.057208863727412344 -0.031059541356194882 -0.11689244256064533 0.041092387386430361 0.07599102913705541 -0.1075857963683278 -0.043802274074370366 0.062468584816810994 -0.057300825713951078 0.10199860348783929 0.016688093839320534 -0.14340906626788144 -0.035368866085066522 0.051225931038285315 0.00052427686567213679 -0.040270621049629897 -0.11464830123885049 0.058779742431933124 -0.035869023112419851
leaf_weight=0.22959579846792111 1.400212721749994 1.153075411875762 0.61167945444685834 0.70100872699003947 0.49644744557735965 1.4667276572436092 0.3847119206329811 0.19523867964744601 0.8796146655065511 0.64354477555025369 3.2864462843281208 0.9204644933342937 1.4649429655128186 0.28495057951658997 1.3723235465295149 0.3158687138929962 0.24962358501352355 0.20438918470131284 0.46439724345691502 0.42190602235496044 0.22628974169492722 3.4285670105709851 0.53830102633219201 0.4946192495190187 0.55452337863971479 159.64613611772165 2.382398659538012 1.187306603809702 2.0027532679960136 1.8996268458290613
leaf_count=40 12 12 24 12 12 11 6 2 38 8 28 3 45 5 23 7 45 146 5 6 6 34 13 19 24 2180 34 19 17 64
internal_value=2.45615e-05 0.0064387 -0.000127768 0.00707703 -0.00197423 0.00765062 0.0300663 -0.00650412 -0.0273483 -0.0657071 -0.000344145 -0.0225666 0.00300086 0.0120172 0.00464659 0.0208134 -0.0153341 0.0289289 0.0161825 -0.00830525 0.0370384 0.00013542 0.0134021 -0.0417561 0.0104007 -0.000243715 -0.0114914 -0.0244215 -0.00737609 0.012706
internal_weight=189.508 10.3014 9.14832 8.53664 7.83563 7.33918 4.47383 3.00711 2.86535 1.52316 179.206 3.78562 2.38541 2.62239 2.42716 2.14221 0.769881 0.520258 1.34219 0.877792 0.455886 175.421 4.87389 1.58744 1.04914 170.547 10.9007 7.47209 6.28478 3.90238
internal_count=2900 408 396 372 360 348 245 234 103 46 2492 60 48 228 226 221 198 153 57 52 46 2432 84 56 43 2348 168 134 115 81
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 1 2 1 2 1 1 0 0 1 0 2 1 1 2 0 0 2 0 0 1 2 0 2 1 0
split_gain=0.0412552 0.3077 0.387921 0.382639 0.704474 0.322004 0.183675 0.731703 0.230097 0.413114 0.18355 0.255834 0.171813 0.249204 0.255604 0.15385 0.334829 0.359438 0.141416 0.0852805 0.0876966 0.0729245 0.597034 0.741684 0.161361 0.123252 0.214074 0.135687 0.612997 0.652599
threshold=35.461062230100005 0.49678153350000009 35.131296350900008 0.50041914915000019 35.131296350900008 0.34392682850000006 36.072790850000011 0.36449507500000006 36.514114975300011 0.36543816055000006 0.37852160115000005 0.51243974730000008 0.51484985480000012 0.38906020780000011 0.54384599265000022 37.020641110850008 0.36543816055000006 0.36998892250000009 33.96174662340001 0.56793209785000009 0.56859076075000015 37.663157789700008 0.52324780695000006 0.54384599265000022 0.45280081435000008 38.052786106700005 0.50749977545000013 38.592454371550012 0.36000419150000007 0.52772372085000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 18 7 -2 9 -8 -5 -12 -13 -14 -15 16 -10 -18 -1 -16 -21 22 -17 -24 -25 26 -23 28 -27 -30
right_child=6 3 -4 4 -6 -7 8 -9 15 -11 11 12 13 14 19 21 17 -19 -20 20 -22 25 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.010005336505503665 0.0440390402340059 0.058190306681023367 -0.13077922964606217 0.076014682524042809 -0.12768119973114617 -0.068270547265470924 0.076142047181388839 -0.079652039166601962 -0.058653984528026629 -0.0071940025569852406 -0.11753207846597086 0.10389813307254575 -0.075056868351599582 0.059328474325392046 -0.10359846329501265 0.036821480176433087 0.052060454792909411 -0.027920728080905257 0.0891905558291754 0.08168808515641518 -0.10046738446424486 0.0065116838478227876 -0.13841895029332005 -0.031982500808956697 0.047022279845253118 0.0573751918664984 -0.044225315681059571 -0.00042366936470755555 -0.062689913554398222 0.018837198045702906
leaf_weight=0.25799665583326603 0.79468053975142439 1.7131667883950283 0.31257169478340063 0.45190938632004041 0.38453015594996021 0.43756281641117312 1.0951888573181343 1.2010955698738142 1.4195606808279984 1.302038400830497 0.1565783293917774 0.19675684720277775 0.30701782181858994 0.71461006440222263 0.15451945514405452 3.22034232498845 0.91086078435182605 1.4665795388264085 0.32446021027863026 0.06828176649287343 0.043121091000102751 1.6361307468832813 0.50372109666932363 0.49241571597667622 0.54425343209186394 2.2006128517969037 1.6911813028086724 160.39515496893364 1.4355655077088156 3.1065353476242308
leaf_count=41 13 12 6 7 13 34 9 35 12 39 3 2 7 14 27 28 3 45 8 2 136 17 13 19 24 18 43 2192 21 57
internal_value=2.71362e-05 0.00854256 -0.0333134 0.0218529 -0.00327585 -0.00344622 -0.000229283 -0.0304006 0.000102627 0.0308786 0.0195824 0.00404062 0.0168652 0.00356529 0.0281829 -0.000309483 -0.0202241 0.0027222 0.0452522 -0.0555141 0.0111805 0.000122051 0.0123293 -0.038874 0.00949517 -0.000218872 -0.0192765 0.00016052 0.0140572 -0.00693007
internal_weight=188.939 5.52308 1.33259 4.19049 2.47732 1.02002 183.416 1.99578 181.42 2.39723 2.09279 1.64089 1.48431 1.28755 0.980532 179.023 3.797 2.37744 0.582457 0.265922 0.111403 175.226 4.76073 1.54039 1.03667 170.465 3.32731 167.138 6.74271 4.5421
internal_count=2900 312 89 223 211 83 2588 48 2540 48 198 191 188 186 179 2492 60 48 49 165 138 2432 84 56 43 2348 60 2288 96 78
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 2 0 2 0 0 2 2 2 1 0 1 0 2 1 0 0 2 2 0 1 0 2 2 1
split_gain=0.0475848 0.519388 0.273559 0.548408 0.35179 1.38913 0.338832 0.281883 0.262713 0.187717 0.449383 1.08273 0.895623 0.220042 0.377488 1.09573 0.615468 0.187452 0.171945 0.542429 1.29634 0.578411 0.565604 0.407276 0.144471 0.432513 1.27308 1.57009 0.418884 0.196768
threshold=0.47727612945000003 0.47715637260000004 38.938637541200009 38.115457128050004 0.34392682850000006 37.797539186950011 37.858673296900008 0.42314601355000009 39.945535567850008 0.47694679800000012 0.47577916830000005 40.742467179200005 42.686561923500008 40.823855932350007 0.34521421515000011 0.46594413340000007 0.3447052483500001 0.47760546090000006 48.919835655300012 0.31100865245000009 0.39614083410000006 0.41155953415000007 43.022303514600004 44.921040431000009 0.47886290830000006 0.34503457980000002 0.47778509625000004 40.305698932850007 41.678468725050003 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 3 4 6 -6 7 -1 -4 10 11 -10 -12 -13 16 -16 18 -2 19 20 23 -21 -23 -15 25 -19 -27 -28 -29 -26
right_child=17 -3 8 -5 5 -7 -8 -9 9 -11 12 13 -14 14 15 -17 -18 24 -20 21 -22 22 -24 -25 29 26 27 28 -30 -31
leaf_value=-0.074649639799897374 0.020298764364116987 -0.074324531609203701 0.033304526297849982 -0.08894799707370675 0.063849755274266992 -0.20380171372228573 0.077187851874962743 0.014983940412663418 -0.13076271917062551 0.022924679628200349 -0.12744014977342866 0.056503668167129407 0.0020128566674991553 -0.10328513885440015 0.027330778027339072 -0.1195627684612727 0.068848741267184224 -0.038507623644596471 -0.017128686123325704 0.06210969810334277 -0.16905922664423678 -0.031152989198727967 0.048004788763155525 0.071697291809744185 0.015426647024937479 0.064553096079554395 0.037490439693290648 -0.14640303316349862 -0.050901130971474175 -4.7376332148245806e-05
leaf_weight=0.46964001115703258 4.7367993965744963 1.0052905878983427 2.5593171315267709 1.0073596457950769 0.40834679923023021 0.36926260952532175 0.6299262677785008 1.3871794389560816 0.59497347963043168 2.9156544127035877 0.8471039598807687 0.83975674019893531 1.4479821363638619 0.1699472333821157 1.1846812403891811 0.88877485063858319 1.575776774669065 3.7074660804355499 3.2869005238171667 2.3244721367955208 0.52862796720000915 2.3786689596017827 1.4546921096043659 0.61208017729222775 8.7435021170967939 2.2245667204260826 1.6944461464881899 0.86788640730082967 0.9754801852395758 136.64082093990976
leaf_count=53 25 12 19 14 44 5 5 25 17 26 18 4 33 93 38 26 13 28 26 9 19 38 34 9 50 10 12 14 27 2154
internal_value=2.71014e-05 -0.00370765 -0.00116147 -0.0244484 -0.0045442 -0.0632496 0.0138131 -0.00768682 0.0030519 -0.000626286 -0.00441281 0.0015794 -0.0457676 0.00674459 0.00384374 -0.0356343 0.0104819 0.000703102 0.00193052 0.0103185 -0.0480965 0.0227518 -0.00111403 0.0336708 0.000103695 -0.0118642 0.00527802 -0.031994 -0.095865 0.000883241
internal_weight=188.477 28.8864 27.8811 4.27171 3.26436 0.777609 2.48675 1.85682 23.6094 21.0501 18.1344 15.8394 2.29509 15.2444 14.4046 2.07346 12.3312 159.591 10.7554 7.46849 1.31066 6.15783 3.83336 0.782027 154.854 9.46985 5.76238 3.53781 1.84337 145.384
internal_count=2900 580 568 146 132 49 83 78 422 403 377 326 51 309 305 64 241 2320 228 202 121 81 72 102 2295 91 63 53 41 2204
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 1 1 2 0 0 2 2 2 2 1 0 2 2 2 2 2 1 1 1 1 1 1 1
split_gain=0.0412959 0.59597 0.259543 0.248663 0.656484 0.909135 1.19735 2.8133 0.442191 0.199117 0.726155 0.451983 0.434625 0.359526 0.331293 0.714054 1.60763 0.657706 0.609246 1.63174 0.50745 0.492133 0.938699 0.453565 0.308913 0.914862 0.640616 0.285851 1.17901 1.48983
threshold=0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.34692075085000007 40.922041107600009 0.47997065955000012 0.47943175355000006 41.169697216150006 41.395309858300003 42.178283198950005 42.686561923500008 0.34545372890000009 0.47997065955000012 42.773538294100007 43.45354240915001 42.448133449100006 43.022303514600004 43.061965423550006 0.34500464060000008 0.34494476210000008 0.34193587020000005 0.35759408400000009 0.34458549145000011 0.34500464060000008 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 9 -3 -5 -6 -7 -8 -9 10 11 27 -11 -14 23 16 20 18 -17 21 -16 -20 -23 -15 25 -21 -26 -1 -29 -30
right_child=1 3 -4 4 5 6 7 8 -10 12 -12 -13 13 14 15 17 -18 -19 19 24 -22 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0050640983411322331 0.048598750704240266 -0.030850772218423295 -0.042332223571444581 0.043628385202758135 -0.050753601235773084 0.065369726804203929 -0.16060342597203137 0.041554555622721666 -4.2568719273033268e-05 0.040033640573717756 -0.058541998418629421 0.044334700592284358 -0.032741406308482907 -0.017799628668034442 0.044039453220226468 0.05894163546902631 -0.12535197356775793 0.040178017116843684 -0.14599366066313185 -0.0031721139389444333 -0.038227497409095514 0.071075437031814973 -0.1073598024349246 0.030063027161157052 -0.044732454006090605 0.073932037439931653 0.030628256754229196 -0.078200281048023512 0.089075837179645859 -0.031376924173631783
leaf_weight=8.3650166017168939 2.5848369165323666 2.5457839039154342 1.5600674537708972 3.4641746357083312 3.498094253242015 2.8184199258685103 1.0885545872151841 2.619131986051797 105.263233887127 2.9269607929163604 2.6003853287547818 1.8861348032951344 3.0744853109354144 2.6544602707363065 1.4809996156909648 1.4025978144200113 1.4670112289022652 4.1415574909187844 0.89789531427595592 6.6746197866850689 1.5186538585039668 0.43239736539544515 0.92665513173051295 7.7912574370857328 3.0564348010811946 1.9999639540910719 1.7877927443478254 2.4641322962834229 1.5094360148650592 3.2116682488574497
leaf_count=137 12 20 14 18 26 12 11 15 1943 20 22 12 25 54 25 15 34 20 31 120 31 5 57 56 36 9 19 21 13 67
internal_value=2.05962e-05 0.00108527 -0.00204572 7.27613e-05 0.000735697 -0.00055315 0.00101772 -0.000646683 0.000967312 -0.00103642 -0.00924615 -0.00189439 0.00285849 9.02618e-05 0.00287619 -0.00320979 -0.0395652 0.00440692 -0.00421719 -0.00983254 0.00238963 -0.0885442 -0.0505887 0.0179002 0.00330827 0.0146046 -0.0169201 -0.00750165 -0.0221306 0.00713435
internal_weight=187.713 123.882 63.8306 121.297 118.752 115.287 111.789 108.971 107.882 62.2705 20.0368 17.4364 42.2337 39.3068 36.2323 25.7866 4.46666 21.3199 17.1784 15.7758 2.99965 2.25695 1.35905 10.4457 13.5188 8.67458 4.84423 15.5503 7.18524 4.7211
internal_count=2900 2057 843 2045 2025 2007 1981 1969 1958 829 272 250 557 537 512 402 90 312 292 277 56 93 62 110 184 129 55 238 101 80
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 1 1 0 0 0 0 2 1 1 2 2 2 0 2 1 2 0 0 2 2 0 2 0 0
split_gain=0.038022 0.635966 0.770842 0.515483 0.991742 0.578287 0.423656 0.159627 0.309739 0.178592 0.451557 0.310294 0.150415 0.28201 0.353222 0.141844 0.284466 0.135116 0.155207 0.307907 0.216974 0.120438 1.02445 0.277678 0.110112 0.298254 0.283827 0.990716 0.316516 0.876603
threshold=36.173488152900006 36.072790850000011 35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.35814795965000007 0.37852160115000005 0.51243974730000008 0.52215502530000013 0.53781323915000012 0.54384599265000022 36.735256530150004 0.36927038110000004 0.38991347565000006 36.921550069850007 37.186372654950006 35.616518500750011 0.4588185982500001 34.542090938800008 0.31100865245000009 37.663157789700008 0.52266399210000014 0.54475913895000005 38.703421923500009 38.938637541200009 0.4901499955000001 38.441102963850007 0.52772372085000019 0.54279811980000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -7 -9 -10 -11 -12 13 -2 -15 -14 -17 18 19 20 -1 22 -18 -24 26 -26 -23 28 -28 -30
right_child=12 -3 -4 4 5 7 -8 8 9 10 11 -13 15 14 -16 16 21 -19 -20 -21 -22 24 23 -25 25 -27 27 -29 29 -31
leaf_value=0.10310854027432151 -0.06516262675128838 0.1025278604588436 -0.12093195170554027 0.10258711114174608 -0.12592146483661207 0.078290409542701084 -0.071265102321950213 -0.11458613564430481 0.048744504457837484 -0.10773444496684047 0.085370866471385823 -0.055377085791168158 0.023015439483412597 0.060292373649560388 -0.038305983957100595 -0.037438750527866327 0.077332252396519585 0.055282908284647519 0.036241566682669611 -0.11838903225849813 -0.050082382007999096 0.014421038096816994 -0.083230279012862812 0.0049221068934123535 0.028834029097504238 -0.00019215807643855134 -0.029682157548689199 -0.079900418754045882 0.06749197753594717 -0.035004734668472801
leaf_weight=0.16865225881338053 1.0180528519558714 0.63809404452695151 0.50375849207921408 1.2827144786715505 0.34015097099472802 0.32713419175706837 1.1856527665404426 0.20181332435458932 0.87817029911093403 0.335536643018713 0.43040832714177668 0.24625168287559518 2.6531827094040628 0.6264698803424833 0.86502893663782743 2.0363014142312741 1.520656926382798 0.43807079322868947 0.43121474282816052 0.28877650838694535 0.20464871378817406 3.2951938075675553 0.7380932009546084 0.69267991544893448 3.6230784588187808 154.42121204680188 2.0051448206650093 2.0543981265254843 1.8207554006949069 1.540311567280696
leaf_count=2 13 12 12 11 6 5 18 4 14 17 8 180 24 4 43 36 15 7 10 9 57 34 11 34 36 2144 31 31 15 57
internal_value=2.2105e-05 0.00681088 -0.00159843 0.00729542 0.0299365 -0.00383447 -0.0263884 0.0133307 0.0031736 0.0157455 -0.0128841 0.0341495 -0.000277701 -0.0245874 0.003108 6.81392e-05 -0.000282273 0.00835723 -0.0104454 -0.0408529 0.0191272 0.00015836 0.0201846 -0.0405531 -0.000191878 0.000473251 -0.0100017 -0.0208468 0.00176124 0.0205197
internal_weight=186.812 7.90105 7.26295 6.7592 4.04218 2.75947 2.71702 2.41931 2.09218 1.89037 1.0122 0.67666 178.911 2.50955 1.4915 176.401 173.748 1.53136 1.09329 0.662077 0.373301 171.712 2.95143 1.43077 168.76 158.044 10.7158 7.42061 5.36621 3.36107
internal_count=2900 372 360 348 245 234 103 228 223 219 205 188 2528 60 47 2468 2444 85 78 68 59 2408 60 45 2348 2180 168 134 103 72
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 0 2 2 2 1 2 1 1 0 2 2 1 2 0 0 1 0 2 0 0 1 0 2
split_gain=0.0403334 0.478678 0.468889 1.56468 0.512102 1.01909 0.20243 1.15001 0.47553 0.844254 0.738881 1.00092 1.80406 0.653721 0.450975 0.560977 0.393326 0.808365 0.544785 1.24135 0.449746 0.951645 0.452802 0.681863 0.236445 0.220945 0.494177 0.26693 0.190356 0.156003
threshold=0.48543456785000005 0.48368312325000012 0.34500464060000008 0.34566330350000002 0.34632196640000007 0.3465914194000001 0.34491482290000003 0.48181192180000004 39.468990633150007 40.259171735100004 40.79983011445001 0.34521421515000011 41.726652433350004 0.34575312120000007 0.34482500525000009 0.47851860725000006 41.322103772800006 41.678468725050003 0.34542378970000004 41.966555987550002 0.47706655490000011 0.46594413340000007 0.34587287805000005 0.48077901860000011 42.686561923500008 0.47796473160000008 0.47694679800000012 0.3447052483500001 0.47739588635000008 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 7 14 13 -10 -11 12 -12 -8 15 25 -13 -18 19 -19 21 -20 24 -24 -22 26 27 -1 -14 -7
right_child=2 -3 3 4 5 29 8 -9 9 10 11 16 28 -15 -16 -17 17 18 20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00050999684526393499 -0.059020332081434479 -0.039350138975586521 0.078198153342280086 -0.051290081456615358 0.10962944365529306 -0.0018255583777478171 0.080172755256049139 0.082707714911040148 -0.054380038095477014 0.040542669582234452 -0.11233756113340748 0.025802847069855625 0.020516830544438813 -0.025136615360554511 0.041760528183239297 -0.041170384036460721 -0.061164152047984345 0.038130263356890889 0.023569854397462654 -0.10140544037213489 0.016271657513702138 -0.1162326541463254 -0.03476734668407383 0.032210591768153385 0.052088755400294055 0.045749111701237362 -0.053033613762347553 0.035457542780239992 -0.024152270057975229 0.0077978144840003556
leaf_weight=17.291382444636859 1.2768374257720996 3.2424886571097877 2.6257910523563615 1.9070592746138562 0.85653438046574493 83.841148962070804 1.4740163233102515 1.8427845984697331 3.470241703093051 3.5553401355282395 2.3622626812430125 5.1778768899384913 1.9659296178724619 0.9822866949582475 2.4973697864625128 3.3115992226812514 2.2810152210295227 1.131796047091487 1.1567235573093047 1.4600257891288491 4.1821673032827658 0.84084870532387856 3.3736128201708198 2.7663134536705911 3.2954116468317807 1.142815539613365 1.5891023352742184 2.5017836625402188 1.8534174601081757 21.080748015888275
leaf_count=358 11 24 13 13 6 1361 18 10 32 28 21 30 23 42 15 24 18 5 35 38 36 35 34 15 16 8 12 17 21 581
internal_value=2.70666e-05 -0.00177052 0.0012312 0.00192861 6.8858e-05 0.000994799 -6.64528e-05 0.00616025 -0.00461292 -0.00730927 -0.00269531 -0.00752225 -0.0436457 0.0380591 0.00118177 -0.00274057 0.00117807 -0.00504531 0.00198543 -0.040473 0.00903277 -0.035278 0.0155328 -0.00459077 0.0320565 0.00290932 0.000619664 0.00492724 -0.00115978 0.000107955
internal_weight=186.337 74.7486 111.588 110.311 107.685 105.778 71.5061 30.1768 41.3293 38.873 35.4027 31.8474 6.18161 2.4563 28.3341 25.8367 25.6658 20.4879 18.2069 2.59182 15.6151 1.99757 13.6175 6.13993 7.47758 22.5251 21.3823 19.7932 3.81935 104.922
internal_count=2900 915 1985 1974 1961 1948 891 444 447 387 355 327 65 60 434 419 262 232 214 43 171 70 101 49 52 395 387 375 44 1942
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 2 0 0 2 0 0 0 0 2 1 2 0 2 2 0 0 0 2 2 1 2 1 1 1
split_gain=0.0410853 0.375337 0.267586 0.425536 0.314173 1.12166 0.288069 0.232699 0.831799 0.555488 0.307128 1.57119 0.303036 0.352475 0.301097 0.29118 0.373395 0.423868 0.238982 0.203884 0.166605 0.435084 0.161858 0.132108 0.116845 0.980757 0.794273 0.400829 1.26462 0.868311
threshold=0.47727612945000003 0.47715637260000004 38.938637541200009 38.115457128050004 0.34392682850000006 37.797539186950011 37.858673296900008 0.4755546241000001 0.47670728420000003 39.039757512550004 0.47305469895000007 0.46594413340000007 0.42646926740000007 0.3972336157500001 42.541806567400009 0.31123319660000009 48.680511450650009 0.37331217625000007 42.406961525800007 35.131296350900008 0.43447800965000011 0.43780126340000008 0.47760546090000006 33.96174662340001 39.420767558750008 0.3459626957000001 39.530201452500002 0.35759408400000009 0.36000419150000007 0.36501901140000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 19 9 14 -4 11 12 13 15 -9 16 17 -11 -12 23 -14 -22 -2 -1 25 -24 -26 -27 -29 -30
right_child=22 -3 7 -5 5 -7 -8 8 -10 10 18 -13 20 -15 -16 -17 -18 -19 -20 -21 21 -23 24 -25 26 27 -28 28 29 -31
leaf_value=-0.011687688969494943 0.019122069469654564 -0.063746935043813333 0.10219296163368892 -0.080666066311270879 0.059070648025043249 -0.1891002222132 0.071530318172180182 -0.13349944799496724 0.0064751291107760711 0.032433532315342448 0.051450592789249863 -0.13262884868735308 0.060559285839046274 -0.058682970334505861 -0.038249015094054734 -0.034668773054095936 0.0318004535527667 -0.12149142568834299 0.0060046071431731473 -0.031022952554464474 -0.043794633713878622 0.03783742331569407 0.073885589747863301 0.088655258753523758 -0.063155120300987203 -0.056815432624873909 -0.00033079993401022751 0.12034048796765413 -0.051469941610842673 0.0051299148575879956
leaf_weight=0.24022718162814971 4.6120117940008631 0.99702108604833384 0.61393484473229065 1.0224883226910604 0.36823156202990492 0.36033538625997608 0.59646648948546488 0.63583739707246312 4.394523021648638 0.34307900676503766 2.1592934224754563 0.86943345383042547 1.1183362790179669 1.0863690864644011 0.69421815912937745 1.4533635489642618 3.2956478362902999 0.37384529975315672 2.4930834901169874 1.2393124472582711 0.89220101438695598 2.4343434562906623 1.9588379152119149 0.28911461867392063 2.0483291671771431 1.1533618588000525 114.72481537795829 0.89600292779505153 2.9862059867591588 29.354123437434509
leaf_count=41 25 12 4 14 44 5 5 17 44 11 12 18 8 49 31 8 19 92 29 29 35 45 17 8 21 12 1577 7 23 638
internal_value=3.79828e-05 -0.00349419 -0.00126709 -0.024738 -0.00625328 -0.06367 0.0114337 0.00295954 -0.0144957 0.00879183 0.00532054 -0.00321717 0.00701407 -0.00665817 -0.0837838 0.0036819 0.0175726 -0.0478317 0.0270973 -0.00883344 0.0271686 0.0159432 0.000664339 0.0431174 0.000108394 0.00505965 -0.00143281 0.00113932 0.00315046 -9.63408e-05
internal_weight=185.704 27.9707 26.9737 4.11618 3.09369 0.728567 2.36512 22.8575 5.72458 17.1329 16.519 11.8666 10.9972 6.5523 1.33006 5.46594 4.01257 0.716924 4.65238 1.76865 4.44488 3.32654 157.734 0.529342 153.122 36.3485 116.773 34.3897 33.2363 32.3403
internal_count=2900 580 568 146 132 49 83 422 92 330 326 285 267 179 48 130 122 103 41 78 88 80 2320 49 2295 697 1598 680 668 661
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 2 0 0 0 2 0 0 2 2 0 2 2 1 0 1 1 1 1 1 1 2 2
split_gain=0.0434551 0.453673 0.62115 0.578683 0.34397 0.697952 0.284875 0.242556 0.22082 0.448261 0.206617 0.596437 0.386463 1.47412 0.833615 0.320543 1.33552 0.667296 0.61053 0.365664 0.356333 0.313439 0.264485 0.705834 0.518254 0.821271 0.39623 0.438108 0.286619 0.537501
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.532441862050007 41.621607100200002 41.726652433350004 41.134354310300004 41.21013581150001 40.982542372850013 0.48140774230000011 0.54095685760000012 0.54317236010000014 40.036761086100007 0.55671985870000007 0.54511840960000013 40.337496327150006 40.496232821400007 0.48543456785000005 40.21994457600001 39.945535567850008 0.37982395740000008 0.57507260265000015 0.40367054880000008 0.42019700010000005 0.4211999641000001 0.42829556000000008 0.42892428370000008 0.4355408521000001 39.468990633150007 39.268993001500007
decision_type=2 2 2 2 2 2 2 2 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 10 -10 15 -12 14 -14 -13 18 -17 -18 19 -1 -21 -15 -16 -24 -25 -26 -27 -28 29 -29
right_child=1 2 3 4 5 -7 7 -9 9 -11 11 12 13 21 22 16 17 -19 -20 20 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.00019836773583686558 -0.042031929448868376 0.072509165732183037 -0.047478839915205351 0.03233811291444303 -0.065894153391233154 0.00023514485636871754 0.041051687186244003 0.0059513859454685533 0.017207610012478929 -0.046600158186940389 -0.057724527353265047 0.069388150721984926 -0.086601657478721561 -0.0015874686354808685 0.073471473284040953 0.082311351130948729 -0.021621095959898404 0.039373363844045044 -0.044571007928989964 0.0039465921916941784 0.056956271896832888 0.064230008729886323 -0.12756595163624893 0.093207871345232965 -0.15036733767537228 0.11140921869138663 -0.10517593394419621 -0.00087539801111240862 -0.054772388881707448 0.10293114953362247
leaf_weight=43.580831947281695 2.6811419805180767 1.1570411107422831 2.6260112371164714 3.2014976825375916 1.628150036853184 80.869919684131673 3.1529602822847647 5.2418074724355392 1.8169113967742294 2.7941780764267605 2.1567469799192649 1.9163812903352653 2.1996515451464793 2.4040723148500551 0.420287092216311 2.5727619654498977 5.2025465384067502 2.7374124325579032 2.8355338000692418 2.7378964051313224 2.3621016242541373 1.0350814796802295 0.46415892025743222 0.5472250711172818 0.38216326803376421 0.30683422600850452 0.40784631737551524 4.4066805127743578 0.7678483132385735 0.56247141605854256
leaf_count=508 22 11 33 33 33 1408 22 44 15 31 19 16 21 27 5 24 41 26 23 28 18 54 24 4 11 2 46 313 31 7
internal_value=3.92434e-05 -0.00149968 -0.000285228 -0.00123881 0.000178075 -0.00106996 0.00156413 0.0191346 -0.000179004 -0.0214579 0.00104738 -0.00839222 -0.00166702 -0.0226691 0.00996407 0.0037832 0.0196965 -0.000592399 0.000535835 0.00316319 0.0284984 0.0182216 -0.00381356 -0.0079539 -0.000432092 -0.00793038 0.000506827 -0.00503093 0.00208843 0.0108747
internal_weight=185.176 92.1638 89.4826 88.3256 85.6996 82.4981 93.0124 8.39477 84.6176 4.61109 80.0065 17.9774 15.8207 5.63881 10.1819 62.0291 10.5127 7.93996 51.5164 48.6808 5.1 3.43915 8.26552 7.84523 7.38107 6.83384 6.45168 6.14485 5.737 4.96915
internal_count=2900 1540 1518 1507 1474 1441 1360 66 1294 46 1248 580 561 102 459 668 91 67 577 554 46 81 443 438 414 410 399 397 351 320
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 0 1 0 0 2 2 1 1 0 0 1 1 2 2 2 2 0 0 2 0 1 1 1 0
split_gain=0.0437319 0.240255 0.157673 0.114669 0.128122 0.150952 0.14694 0.0491097 0.697973 0.668677 1.39159 1.81825 0.525978 0.451867 0.722605 0.419967 0.412911 0.395631 0.381528 0.282495 0.263543 1.13798 0.62991 1.37305 0.641085 0.519787 0.742695 0.399851 0.385323 1.70583
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.49901200560000009 48.315732392000008 0.63075955810000017 0.41917906650000009 0.54017843775000018 0.53905571685000009 39.685256516350002 42.072181850200003 0.41367024935000007 0.42067602765000006 0.54191491270000014 0.54384599265000022 0.42194844465000009 0.42552618185000007 40.878805547300004 48.919835655300012 41.840895355800008 42.297164883650005 0.55671985870000007 0.54910032635000017 41.590548329450009 0.56055207925000017 0.4323972336000001 0.44286099220000008 0.46208197360000008 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 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 -6 9 16 12 -11 -12 -1 -10 -15 -13 -9 18 -16 -17 22 -22 23 -19 25 -24 -27 -23 29 -28
right_child=1 2 -4 4 5 -7 -8 8 13 10 11 15 -14 14 17 19 -18 20 -20 -21 21 27 24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0001273040333349005 -0.11823851042246579 -0.035829472042470431 -0.10330375725320057 0.072873897926836698 0.032638945384659147 0.025013514405305873 -0.10819932784311 0.031246059265131979 0.035577712322969683 0.025660309385526721 -0.16102708535464316 0.020388503327536438 0.056463196097528104 0.072045996995562619 -0.066641422269893738 -0.1094103494919958 -0.11568956817266746 0.0027362538590261533 -0.0048776893324693317 0.0040207075592924866 0.079554381838697716 -0.033381252349961636 0.070207270945044281 -0.13306572221090288 -0.08042830593434952 0.088268239698913564 -0.14369852955799808 0.011573069378204506 0.026022230821416293 0.0040492367920603161
leaf_weight=137.03229977392562 0.20037526333771838 0.53822729692819882 0.14810262307912569 0.33106182236224402 0.11738104571486452 0.81208482460351661 0.20081290675648233 0.25608071871101745 4.4502402461657757 2.4271668502728962 1.4099939356092366 1.3104183369796376 1.6775740024058894 1.3915297040948669 1.7069936065236131 0.59015694691333909 0.75544323066515062 2.1210082285106213 2.4152442761114798 0.34963100913046219 2.1560680878756093 2.7043725513503869 1.3293035389506229 1.1472048860814537 0.8119980304581994 0.91833362008037323 0.9454763215035199 7.3724980620027054 2.4710492417766545 4.5039897219530758
leaf_count=1598 23 26 129 3 14 19 113 3 33 41 26 14 24 11 19 30 83 16 27 29 28 34 21 36 19 13 14 173 157 124
internal_value=4.52244e-05 -0.013515 -0.00374439 0.0036297 0.0181629 0.00213794 -0.0562444 0.000219926 0.00344738 -0.000614966 -0.0330539 -0.0719888 0.000808637 0.00572154 0.0015688 -0.0161968 -0.0784909 -0.00163577 -0.0304537 -0.0672104 0.0028502 0.0136167 -0.00639335 -0.0449328 0.00507782 0.0119061 0.00313797 -0.000491513 -0.00673234 -0.0215848
internal_weight=184.602 2.34805 2.14767 1.99957 1.46134 1.13028 0.318194 182.254 37.4568 144.797 6.08737 3.6602 138.71 36.4453 31.9951 2.25021 1.01152 30.6035 4.12224 0.939788 26.4813 12.2329 14.2484 3.26821 10.9802 10.1682 8.83885 10.0769 7.92052 5.44947
internal_count=2900 327 304 175 149 146 127 2573 811 1762 140 99 1622 725 692 73 86 681 46 59 635 235 400 52 348 329 308 207 295 138
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 0 2 1 2 0 0 2 0 0 0 0 0 0 0 1 2 2 0 1 0 0 1 1
split_gain=0.0392869 0.327066 0.555215 0.544558 0.609777 0.435613 0.917902 0.506027 0.401745 0.94408 0.173149 0.148433 0.344136 0.135145 0.284881 0.205906 0.134031 0.20829 0.149224 0.476762 0.217949 0.129554 0.0841502 0.062045 0.343323 0.610504 0.582976 0.333469 0.520057 0.466287
threshold=36.514114975300011 36.372781240150012 36.173488152900006 36.072790850000011 35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 35.337501601400007 0.35814795965000007 34.176526048000007 0.50749977545000013 0.51243974730000008 37.020641110850008 0.50449088350000015 0.52898116820000018 0.51484985480000012 0.51700547890000015 0.52215502530000013 0.53781323915000012 0.54749857790000023 0.34392682850000006 33.151194885250007 37.858673296900008 0.50579323975000012 0.38780276035000005 0.52324780695000006 0.54384599265000022 0.40621538280000008 0.45280081435000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 9 10 21 -9 -13 14 -2 -16 -14 -18 -19 -20 -21 -1 -22 24 -15 -26 -27 -28 -29 -30
right_child=13 -3 -4 -5 -6 6 7 11 -10 -11 -12 12 16 23 15 -17 17 18 19 20 22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-2.1224740444461579e-05 0.0059623475134634642 0.057163751364784722 -0.092575651253876165 0.098364590878793609 -0.10625424019627926 0.10113321823419935 -0.12326239159645846 0.10310882589360826 0.017617264201096366 -0.16076125807815811 0.049422653804588684 -0.11210874117227797 0.10333637598704648 0.043119848765280272 -0.08687716598777212 -0.017082637140133621 -0.11854167085554775 0.061005589292406806 -0.10693508701989696 0.075286754329621203 0.024152165650422185 -0.11911991636595134 -0.10237201438735666 -0.00025982611542526923 -0.081265048652423372 0.078751872286829214 -0.062528195836942954 0.10871845626649668 -0.11657011627486256 0.029797268229918544
leaf_weight=0.26520828165302768 2.0581449778583187 1.1154449043915526 0.6070801183777802 0.59840941277252557 0.5104992105916607 1.2043210826814177 0.31499551257002201 0.16557008773088489 1.242830148868961 0.56288953595503699 0.4436608178075403 0.22511161747388575 0.17014462500810612 2.0704593919217578 0.78615215833997332 0.91427565870435501 0.11695879924809549 0.56664639711379994 0.30932168813887961 0.52803107484942302 0.096517681380646536 0.13931336715472753 0.11543665971510109 164.55744452672843 0.86822199076414097 0.95405772514641318 0.88048757065553251 0.42132546007633187 0.34889372993347934 0.57861439472617349
leaf_count=43 14 12 24 12 12 11 6 2 15 15 12 5 2 31 9 37 4 8 18 12 106 18 71 2312 6 4 19 2 25 33
internal_value=3.2482e-05 0.00636597 -0.000558448 0.00681521 -0.00103637 0.00726949 0.0289219 -0.00441443 -0.0238401 -0.0603545 0.00627963 0.0119068 0.00481131 -0.000305123 -0.0190619 -0.0493505 0.0186417 0.010326 0.0196532 -0.00267793 0.0409027 -0.0410377 -0.0447567 0.000107924 0.00999283 -0.00693582 0.0133364 -0.0146587 0.0165894 -0.0252606
internal_weight=183.736 9.29839 8.18295 7.57587 6.97746 6.46696 3.81306 2.60873 2.6539 1.41107 0.848182 2.29374 2.12817 174.438 3.75857 1.70043 1.90306 1.73291 1.61595 1.04931 0.739985 0.404522 0.211954 170.68 6.12206 4.0516 3.18338 2.22932 1.34883 0.927508
internal_count=2900 408 396 372 360 348 245 234 103 88 73 228 226 2492 60 46 221 219 215 207 189 61 177 2432 120 89 83 79 60 58
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 2 0 1 2 0 0 0 1 2 2 1 0 2 2 2 2 1 2 2 1 0 0 1 1
split_gain=0.0391848 0.334197 0.243929 0.315566 0.261905 0.922313 0.260512 0.206506 0.626485 0.485026 0.223515 1.37096 0.262135 0.228291 0.199794 0.188634 0.142862 0.134008 0.132532 0.113589 0.139301 0.151501 0.109343 1.54148 1.19382 1.25957 0.543365 0.456126 0.420276 0.309962
threshold=0.47727612945000003 0.47715637260000004 38.938637541200009 38.115457128050004 0.34392682850000006 37.797539186950011 37.858673296900008 0.47577916830000005 0.34500464060000008 39.039757512550004 0.47305469895000007 0.46594413340000007 0.43563066975000003 0.32600820335000008 41.792045663550006 35.818873074050011 0.34548366815000003 0.47760546090000006 42.564639561200003 35.616518500750011 34.542090938800008 33.151194885250007 0.34521421515000011 40.982542372850013 42.233786329550007 0.34482500525000009 0.47778509625000004 0.47886290830000006 0.34479506600000004 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=1 2 3 4 6 -6 15 9 -9 -4 11 12 -11 -14 -10 19 -16 -2 -12 20 21 -1 23 28 25 -25 -24 -28 -19 -29
right_child=17 -3 7 -5 5 -7 -8 8 14 10 18 -13 13 -15 16 -17 -18 22 -20 -21 -22 -23 26 24 -26 -27 27 29 -30 -31
leaf_value=-0.025678180028636279 0.017495806242328615 -0.061094001220676042 0.09800719199217714 -0.071516024819331531 0.055215916352559007 -0.17508939517532945 0.067105845149331891 -0.065194952803739825 0.030731693356861791 -0.0025016522701357714 0.035536943834940167 -0.12868006113483074 0.069763059889370552 0.010543000036786938 -0.046117448119651495 -0.057574613032673687 0.014740163033633609 0.00228664976271519 0.0026282213342698666 0.053518175228828894 -0.056468255722061947 0.10141610253137145 0.054958827311515003 -0.013919564059999083 0.014716873048665627 -0.10854134987748293 -0.041982480704676674 0.026188837311668153 0.049535188120082466 0.00018361419126529402
leaf_weight=0.21138105363934989 4.5821875147521487 0.9701410005800416 0.57799091748893872 1.0372404892259508 0.34363131647592116 0.35202355627552606 0.57339784933719773 1.6707837203612133 1.9335601474158468 8.1284589797050995 3.0476321885362259 0.80532105336897153 1.0538645824417483 1.7026530301664022 0.81953673723910447 0.57337454170919944 0.72872089211887214 3.848162759095433 2.0448742115986533 0.4272812157869339 0.35401917994022369 0.16860104724764824 1.8453513905405987 2.6815561391413194 2.9762959305153345 2.9594380229245871 2.500933112227357 4.7566287424415341 3.6857300978153944 125.85255949657466
leaf_count=40 25 12 4 14 44 5 5 26 12 211 24 18 13 43 20 22 22 25 29 4 6 6 9 15 28 29 39 31 21 2098
internal_value=3.31652e-05 -0.00344499 -0.00133883 -0.0239614 -0.00753991 -0.0613259 0.00867136 0.00272172 -0.0148582 0.00793937 0.00483748 -0.00277935 0.00653537 0.0331839 0.00929632 -0.0106444 -0.0174735 0.000648074 0.0223226 0.0125271 -0.0113349 0.0307146 0.00013718 -0.00763863 -0.0365249 -0.063561 0.00106777 0.000320663 0.0254016 0.00113069
internal_weight=183.213 27.5245 26.5543 4.04095 3.00371 0.695655 2.30805 22.5134 5.1526 17.3608 16.7828 11.6903 10.885 2.75652 3.48182 1.73466 1.54826 155.689 5.09251 1.16128 0.734001 0.379982 151.107 16.1512 8.61729 5.64099 134.955 133.11 7.53389 130.609
internal_count=2900 580 568 146 132 49 83 422 80 342 338 285 267 56 54 78 42 2320 53 56 52 46 2295 118 72 44 2177 2168 46 2129
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 2 2 0 1 2 2 1 1 1 1 0 1 0 0 0 0 1 1 0 0 0 1 2
split_gain=0.0385152 0.475818 0.315213 0.204873 1.05519 0.710361 0.44749 0.750084 0.769728 0.378444 0.79284 0.280713 0.375716 0.280029 0.23869 0.330557 0.20267 0.169114 0.167862 0.345135 0.678694 0.621798 0.356474 0.343055 0.74235 0.525888 0.331216 0.331133 0.300326 0.158544
threshold=0.56369569775000017 0.56639022785000004 0.56276758185000009 42.654057868200006 42.487106141350004 42.428475018400007 42.406961525800007 40.922041107600009 40.742467179200005 0.58859016195000013 0.44805544745000009 40.305698932850007 38.938637541200009 0.43967246490000006 0.47536001915000009 0.47777012665000013 0.45051046375000009 0.62143349005000015 0.4410796084000001 0.55041765215000005 0.55240861050000023 0.55754318735000019 0.54317236010000014 0.41985269900000005 0.42194844465000009 0.54475913895000005 0.55538756325000016 0.54095685760000012 0.43672345135000007 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 2 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 8 11 10 -5 12 17 -11 -9 -16 18 -3 19 22 -21 26 27 25 -25 -24 -22 29 -23 -1
right_child=1 3 -4 9 -6 -7 -8 14 -10 13 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0041956074333109241 -0.056559152171061812 -0.081543067225420915 0.038035931753303935 -0.12064640500642472 0.09754981711948553 -0.16572997718116478 0.10968273283615418 -0.083347684160566746 0.10061248796265741 0.081267896009390592 -0.00052427936686051636 -0.065555656149144187 0.03588794092459241 -0.0025050012228423728 0.070805310661883933 -0.10391801613103918 -0.033053630846044894 0.027645485311632158 0.025618455655621548 -0.11986389943902508 -0.012248694861880708 -0.11442162833246283 -0.061019334000945308 0.072137337257829157 0.004361730871211225 0.022689609892847823 0.071392159497191618 -0.02943196840432824 -0.019353141407236003 -0.0025970771998894801
leaf_weight=58.86913284483353 1.5912492400311773 0.50493606549707637 2.2070612104143938 0.85633912737830575 1.2264360218614454 0.2600052177440374 0.36967957019805897 1.2114859817083923 0.90848230296978716 0.43349144552485075 1.5332882865041026 0.60048237170121854 1.7264013014537338 5.0179520359815797 0.27391889924183477 0.17906154646789219 1.8353026381591906 0.19726499402656827 2.5900475742628251 0.68373172384053704 1.0220264698818939 0.60719962962684781 1.1773373622418133 2.7254035621881485 3.9703906564973295 2.0700756302758236 0.88206163715221908 3.8662842555422676 0.73394760821247473 82.536291443143455
leaf_count=650 33 144 22 40 17 6 2 31 18 7 40 27 69 217 5 63 27 120 27 22 36 37 16 18 27 35 25 34 8 1077
internal_value=3.32677e-05 -0.00451584 0.000496763 0.000897104 0.0127624 -0.00392419 0.00312075 -0.00391131 0.0198793 -0.0103888 -0.0435709 -0.00433417 0.0108031 0.00415651 -0.0601919 0.00173781 -9.75747e-06 -0.0508694 0.000365213 -4.57801e-05 -0.0293161 -0.0102388 0.000695141 0.019013 0.0319486 -0.00765875 0.0264976 -0.000558634 -0.0623951 0.000230816
internal_weight=182.667 16.8905 165.776 15.2992 7.45815 6.23172 5.97171 5.60203 3.93757 7.84107 2.38963 3.02908 2.4286 5.45144 1.66447 0.45298 163.569 0.702201 161.734 159.144 3.92897 3.24524 155.215 9.94321 6.69579 3.24741 1.90409 145.272 1.34115 141.405
internal_count=2900 839 2061 806 502 485 479 477 378 304 80 360 333 224 99 68 2039 264 2012 1985 128 106 1857 96 45 51 61 1761 45 1727
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 0 1 2 2 1 1 2 2 0 2 1 0 2 0 2 0 0 1 2 2 0 1 1
split_gain=0.0381451 0.214521 0.0873762 0.223105 0.21478 0.0923505 0.163465 0.116582 0.0681937 0.0558208 0.401292 0.858065 0.998562 0.355571 0.309063 0.359706 0.286026 0.369199 0.859891 0.517175 0.444363 0.272536 0.222368 0.211281 0.191001 0.105353 0.356769 1.01048 0.690098 0.279786
threshold=0.62406814170000013 0.47777012665000013 46.177190236600005 40.742467179200005 48.315732392000008 0.49242537650000007 46.051945193250006 0.63075955810000017 0.52041855035000018 47.480720532750006 45.673096293200011 0.43967246490000006 0.41808628485000005 47.001379125850008 48.461603274950008 0.39614083410000006 48.852845034800005 0.31100865245000009 0.42646926740000007 48.988717865950008 0.55671985870000007 50.264779514000004 0.57995269605000022 0.47648274005000008 0.48544953745000008 44.758188263300006 44.157169339850007 0.47760546090000006 0.34608245260000009 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 -5 7 -7 -6 10 25 12 13 -12 -11 -16 -17 -18 -19 -20 21 -21 -22 -23 -24 26 -1 -28 -29 -27
right_child=1 2 4 5 8 6 -8 -9 -10 14 11 -13 -14 -15 15 16 17 18 19 20 22 23 24 -25 -26 29 27 28 -30 -31
leaf_value=0.00053785621676333663 -0.11645649147539537 -0.10609118869226133 -0.10614400241015254 0.10360450170683076 -0.032621972159966955 0.030021677457483145 0.068016103449765539 -0.11018719869664116 0.021102181266341054 0.036822045552844677 -0.12486811828537155 -0.15603607976816777 0.10162383046548069 -0.0038418389462927423 -0.065976693572461539 -0.030774498933559297 0.053450877143542463 -0.094503103970397948 0.054887238180315372 -0.13869410118517789 0.06155569144415525 0.1038862493855701 0.032019440452241248 -0.10442277128353508 -0.041977870935384 -0.0041731190792790073 -0.14186217347467994 0.05400267694512248 -0.056487222676746697 0.057211616497234587
leaf_weight=158.9725169785072 0.1836992823061786 0.11923079799782987 0.23787686665309571 0.18007349222898483 0.39247656473889947 0.1160621817689389 0.31849636882543564 0.12126684656777797 0.5936273519473616 2.6683931057341388 0.51075309878797204 0.5146339377388357 0.54589425260201097 0.46264329552650452 0.7964359438046803 1.8640784008894096 1.7290127966552971 0.81217443756759156 2.0297961104661226 0.38345173870402538 0.58625110273715142 0.10401098430156708 0.593102113009081 0.091545568930996524 0.8469246223103255 2.0364481376891486 0.67644085544452481 1.1041892170906069 1.158233510359423 1.1686003663344307
leaf_count=2093 23 131 31 2 15 6 2 65 52 36 53 11 4 20 9 17 8 8 14 20 32 1 20 51 40 44 28 5 41 18
internal_value=3.08187e-05 -0.0128718 -0.00371959 0.0208065 -0.0208547 0.0413666 0.0212031 -0.0416202 -0.000280424 0.00019333 -0.000288805 -0.0444361 -0.00663357 -0.0673458 0.00663779 -0.0015502 0.00412564 0.0131912 0.00041233 0.0170437 -0.0124404 -0.0896993 0.00963629 0.00637089 -0.0115007 0.000255008 -0.000100384 -0.0346248 -0.00256195 0.0182085
internal_weight=181.918 2.26281 2.07911 0.85513 1.22398 0.735899 0.555825 0.237329 0.986104 179.656 167.15 2.03392 1.51929 0.973396 12.5052 9.83678 9.04035 7.17627 5.44726 4.63508 2.60529 0.579008 2.02628 0.195557 1.44003 165.116 161.911 2.93886 2.26242 3.20505
internal_count=2900 327 304 206 98 75 73 71 67 2573 2317 88 77 73 256 220 211 194 186 178 164 72 92 52 60 2229 2167 74 46 62
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 0 1 1 0 2 1 0 2 1 2 1 2 2 1 2 1 1 1 1 1 1 1 1
split_gain=0.036502 0.0492119 0.24348 0.863751 0.182055 0.122978 0.338296 0.657744 0.156122 0.336351 0.289285 0.302003 0.103524 0.157332 0.563069 2.0931 0.485926 0.316689 0.261139 1.25089 0.758644 0.349715 0.234968 0.26286 0.227726 0.174492 0.121018 1.81911 0.551174 0.592257
threshold=0.37331217625000007 0.39672464895000009 48.461603274950008 0.31123319660000009 0.3972336157500001 0.42646926740000007 35.818873074050011 0.41155953415000007 0.32272985840000007 0.34193587020000005 0.45006137540000007 37.572218886150004 0.34458549145000011 0.47868327295000007 41.348489042950007 0.34536391125000004 41.621607100200002 0.34491482290000003 43.968221017800005 42.773538294100007 0.3465914194000001 42.428475018400007 0.34515433670000012 0.34518427590000006 0.35319301815000009 0.34530403280000005 0.35585760905000008 0.35759408400000009 0.35877668335000007 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 -8 -7 10 -10 -12 -11 14 15 -14 -16 -15 19 21 -21 25 -19 -24 -17 -18 -25 -28 -29 -30
right_child=1 4 -4 -5 5 8 7 -9 9 12 11 -13 13 17 16 24 18 22 -20 20 -22 -23 23 26 -26 -27 27 28 29 -31
leaf_value=0.03300146965192622 -0.11672555795348297 0.034558485696342685 -0.025121947543281693 0.11382068240224774 0.031183984279756008 0.026716194087403802 0.0034274580704456293 -0.14583150955972218 0.018437734349246431 0.010896058571736884 -0.017696671840980741 -0.11083852242410418 -0.085946391471831279 0.024621949540706425 0.043270119237102014 0.0085187195799390266 0.0064879011788225513 -0.024382856903793437 0.015399308742840765 -0.12434284753055143 0.01599631946621546 0.030837787085232545 0.043601540549399874 0.0051979128529731 0.068078425324241382 -0.040561194641939878 -0.13087252181138409 0.067797208925883895 -0.060367709324301744 5.7738886612280401e-05
leaf_weight=0.33504945551976462 0.24019976409363097 1.5286696708935767 2.8143189651891589 0.50241896748048021 0.68078466114957237 2.1885361168533555 0.73274502302228917 0.49447790103295119 0.57481709215789933 8.7678569890558702 0.67307580076158025 0.72102838623322896 3.4079420147463706 5.4238608852028838 2.4143876810558131 1.6186460973476644 1.5732418801635488 3.8465560190379611 3.8743106240872285 1.4130532243871128 0.52954830540693354 2.9448348875157535 1.4122675210237492 35.560393252875656 1.0639086450687498 1.579840696416795 1.0769036789424706 1.1785611249506462 1.651658322662114 90.557202113840845
leaf_count=12 91 12 20 23 24 23 19 53 13 58 12 44 33 27 15 17 18 26 37 56 18 35 8 239 40 29 15 10 13 1860
internal_value=2.51122e-05 -3.59149e-05 -0.0116822 0.0392506 0.000197481 -0.000101033 -0.0253508 -0.0567126 0.000175761 -0.000162208 -0.0412564 -0.0658695 0.000314034 -0.000261795 -0.00846452 -0.0339352 0.00236156 0.000928599 -0.00592804 -0.0162046 -0.0860867 0.00605764 -2.13275e-05 0.000691622 0.0321403 -0.0170859 0.000225555 -0.00164625 -0.00015607 -0.00102461
internal_weight=181.381 181.046 3.55694 0.742619 177.489 175.96 1.90801 1.22722 174.052 171.864 1.96892 1.3941 169.895 161.127 20.4197 6.0905 14.3292 140.707 11.9148 8.04052 1.9426 6.09792 135.284 131.437 2.68255 3.15308 130.025 94.4643 93.3874 92.2089
internal_count=2900 2888 134 114 2754 2742 96 72 2646 2623 69 56 2554 2496 298 90 208 2198 193 156 74 82 2171 2145 57 47 2137 1898 1883 1873
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 1 1 0 2 0 2 0 1 2 1 1 1 1 2 2 0 0 2 1 2 2 1 2 1 1
split_gain=0.0360684 0.262584 1.08643 0.253617 0.538524 0.804766 0.211869 0.179282 0.166343 0.232537 0.173566 0.252798 3.20378 0.773275 0.570935 1.09885 0.545261 0.484419 0.427766 0.312235 0.147415 0.265503 0.153019 0.348859 0.144351 0.312348 0.297486 0.599109 0.647536 0.374009
threshold=43.162556114600001 43.082598263550004 0.50356276755000018 43.542456167850005 0.48119816770000007 0.35814795965000007 0.3459626957000001 0.54279811980000015 43.740100730350001 0.49678153350000009 43.902382686800003 0.48015029490000011 0.3465914194000001 44.157169339850007 0.38398550940000004 0.39135055835000004 0.3920092213000001 0.39685937550000011 44.015822920550008 48.852845034800005 0.47739588635000008 0.46928235680000008 48.919835655300012 0.31100865245000009 44.086690780350004 44.215931556700006 0.43625939340000008 45.33565396960001 0.41865513010000005 0.44489685935000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -2 -7 9 -5 -10 13 -13 -12 18 -16 -17 -18 -14 -20 21 22 23 -15 -19 -26 27 -27 -29 -28
right_child=3 2 -4 8 5 7 -8 -9 10 -11 11 12 14 20 15 16 17 24 19 -21 -22 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=-0.00027088488171963685 -0.053670323758895022 -0.13952885527401379 0.031427809984016467 0.0052392371487111102 0.084139305902096465 -0.031297064455910399 0.010868318775740102 0.023652306330378459 0.024255602169535206 -0.054494602611876254 0.076369555205389544 -0.20493229200996882 0.11391381616079986 -0.032194018322907338 -0.11141294397927348 0.098246484670355891 -0.108888254849307 -0.050888396420264208 -0.020027526975538459 0.075093333042600227 0.028512410576027044 -0.043712361029131237 -0.01323879154939637 0.036072650272700173 0.052950525147416806 -0.13039253021141931 0.074435832307807523 0.027502933963384685 -0.11532353911462474 -0.00088468612482486679
leaf_weight=140.6166154115075 1.0439102469281345 0.65230956185223365 0.86423667607596144 1.2805424838297796 2.1501708477735519 1.0390571912284943 0.99205059302039433 1.3854849787749115 2.9369522774941315 1.327105907788791 1.5159806301162486 0.79743174248142068 0.68493513017892782 1.0455289339806753 0.93616726761683722 0.55230028668302011 0.42020391513142286 0.51569134939927508 0.86531631706748136 0.5739995064213872 1.5013254354926164 1.4948464796470942 3.1904022479429841 2.6355472049326636 1.124962620291625 0.50377783924341057 0.74757748906267796 1.3292056826285259 0.41701747251681798 5.5803006303212896
leaf_count=2031 32 28 16 18 11 18 12 26 33 26 20 10 3 29 18 7 34 16 44 10 9 23 26 37 12 26 19 52 33 221
internal_value=1.88434e-05 -0.000717256 -0.0421055 0.00273017 0.0205606 0.0396013 -0.022223 0.000103308 -0.000955934 -0.025161 0.00119318 -0.00136932 -0.00987493 0.0098749 0.00103939 -0.00733757 0.00136868 -0.00366064 0.0488629 0.0179067 -0.000340764 -0.00551843 0.00279042 0.016683 0.0006665 0.00340656 -0.00309097 -0.0343216 -0.00660561 0.0080137
internal_weight=180.721 142.133 1.51655 38.5878 6.61067 4.57471 2.03596 2.42454 31.9771 2.60765 29.3695 26.4325 15.0489 11.3836 14.2515 12.1272 11.191 10.6387 2.12425 1.43932 9.86765 8.36632 6.87148 3.68108 10.2185 9.70284 8.57788 2.25 1.74622 6.32788
internal_count=2900 2075 44 825 99 55 44 44 726 44 682 649 505 144 495 438 420 413 57 54 124 115 92 66 379 363 351 111 85 240
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 1 1 0 0 1 1 0 1 2 2 2 2 2 1 0 0 2 2 1 0 0 2 0
split_gain=0.0328152 0.383301 0.294049 0.724777 0.372072 0.740033 0.451798 0.270708 0.261013 0.363642 0.224164 0.998857 1.14207 0.876444 0.263693 0.215745 0.17935 0.921767 0.470028 0.672602 0.403662 0.583464 0.255328 0.215187 0.383103 0.246439 0.201913 0.171914 0.407863 0.163227
threshold=0.56369569775000017 0.56639022785000004 0.46208197360000008 0.44805544745000009 0.42829556000000008 0.42922367590000005 0.55335169605000012 0.43374449865000003 0.42194844465000009 0.54475913895000005 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.54095685760000012 0.41753240920000007 41.840895355800008 42.654057868200006 42.508878681700004 40.922041107600009 40.742467179200005 0.44805544745000009 0.58388970390000006 0.56915960600000015 39.420767558750008 40.036761086100007 0.49091344570000006 0.57995269605000022 0.58388970390000006 41.792045663550006 0.52803808270000008
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 10 -10 13 12 -12 14 29 -8 17 18 19 22 21 -18 -3 25 -25 -24 -22 -20 -29 -1
right_child=1 16 -4 -5 5 6 15 -9 9 -11 11 -13 -14 -15 -16 -17 20 -19 27 -21 26 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00098676736985718215 -0.051028068430569742 0.039185966205641527 0.04160135991466607 -0.056033753584622675 0.097616542269046688 -0.063126135659607216 0.0071203570714745926 0.002604795352156138 0.010491138741674969 -0.053093604687335795 0.027014345593074973 0.047252598956109088 -0.11614695705397599 -0.057635272939076942 0.03219908570421668 0.051793547556086943 -0.11975441693961719 0.098340632505807532 -0.062817942234802762 0.098267469942531202 0.051261366968140237 0.018661563859704185 -0.10667415085542886 0.048403696278630115 -0.059489155200712941 0.026193976330954456 -0.0059309472465388039 -0.12090226302274659 0.029890803882615103 -0.012107030334088258
leaf_weight=126.03322499810633 1.5823537640390011 0.94818086616032715 1.7176796101266507 2.2753429812710229 1.108533115388125 1.0262930412136486 2.1547340661927592 1.6086456130269651 1.5440848809084848 2.1543367868071073 1.2864712430891807 4.2257413616025588 0.98305324945295058 2.6334946121569365 2.591346373781561 2.1695246705785394 0.72766788493026957 1.0570850335934663 1.2926719473725827 0.82912008382118063 0.69312926474958647 0.52372290840139613 0.49376396116997545 0.73013578407517321 0.59917428847256815 0.19461495001797857 5.6415706746083742 0.23767755974813543 0.73117419954178331 10.298444091691634
leaf_count=1462 33 27 16 37 23 32 39 49 22 30 39 36 50 25 22 15 36 14 29 18 12 14 135 23 38 137 242 39 42 164
internal_value=1.82047e-05 -0.00426339 0.000443776 7.63448e-06 0.000805501 0.0217317 0.00964395 -0.022997 -0.00030703 -0.0265471 0.000348463 0.0185138 -0.0349965 -0.000485045 0.000598323 0.0295334 0.000770608 0.0121773 -0.00286133 0.018644 -0.00992567 -0.0618256 -0.00361507 -0.0237287 -0.000228014 -0.0691104 0.000326913 -0.0389487 -0.00710157 -2.33329e-06
internal_weight=180.093 16.282 163.811 162.093 159.818 8.06773 6.9592 2.63494 151.75 3.69842 148.052 6.49527 2.26952 141.557 138.923 4.32426 14.6997 7.1136 6.05651 3.79499 7.58609 1.25139 2.96587 2.01769 1.32931 0.688379 6.3347 2.26152 0.968852 136.332
internal_count=2900 839 2061 2045 2008 158 135 81 1850 52 1798 125 89 1673 1648 54 806 502 488 378 304 50 360 333 61 272 254 110 81 1626
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 1 1 2 2 1 0 2 2 2 2 1 0 0 0 0 2 2 2 2 0 2 1 1 1 0
split_gain=0.0358582 0.786379 0.501783 0.638508 0.237043 0.225801 0.534707 0.41854 0.658 0.251588 0.954539 0.751947 0.589695 1.00073 0.797745 0.441973 1.87577 0.405841 0.582712 1.00926 1.02459 0.738986 0.389174 0.289668 0.210032 0.770172 0.636759 1.23433 0.191224 0.142619
threshold=0.48607826115000008 0.34566330350000002 0.34632196640000007 0.34692075085000007 0.48368312325000012 0.34744468730000005 0.35585760905000008 42.131954243650007 40.79983011445001 0.34491482290000003 0.48140774230000011 39.530201452500002 40.380906245900007 40.79983011445001 41.061442884200012 0.3447651268000001 0.47851860725000006 0.48140774230000011 0.47997065955000012 0.47943175355000006 42.718072821900002 43.968221017800005 41.43512228960001 41.872669623500009 0.49588335680000006 42.049402686800001 0.35675578575000005 0.36106703390000006 0.3447052483500001 0.50041914915000019
decision_type=2 2 2 2 2 2 2 2 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 9 -7 8 -8 10 15 -11 -13 -14 -15 16 28 18 19 20 22 -22 -16 -24 25 -5 -26 -28 -1 -29
right_child=1 2 3 24 -6 6 7 -9 -10 11 -12 12 13 14 17 -17 -18 -19 -20 -21 21 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=0.00032965041288087957 0.050278635716488468 -0.053691189652270266 0.071801869693341444 0.025691595749395196 -0.022412485848717485 0.079220762182183671 -0.1247468520273628 0.024940036626288332 0.030366728699383474 0.060614170086018992 0.06721912216564295 -0.046981153720914846 0.055883004630173073 -0.069269125236203946 -0.020514565040177409 0.02917671777950805 -0.098931390211380435 -0.032665976682477477 0.022389436854477994 -0.081655066778439839 -0.099523534472119174 -0.0053328432097754699 0.048902138710941623 0.0049784533840772577 0.03809705749102732 -0.057199991559377786 -0.090006615390506084 -0.01638662930020551 0.035099612442719703 0.0014119064262223125
leaf_weight=18.473801142151402 3.1670407820492974 1.7315751314163197 1.2439449504017819 1.9795910276006896 5.1269503819348747 1.1825487134447019 0.56589541969583501 2.3752736329624895 0.52925220783799887 1.5587986722766789 2.2902947142720214 3.9035226364212567 2.4281595782958929 2.1706725717522231 2.0232513534138032 4.3235283458348013 1.9694761562423071 4.6939895320683709 7.4053050503134719 1.8262965404428531 1.5258633427802117 1.8342480184510348 3.5011304290965199 2.6287172235315666 4.3484514332376412 2.5840768862617551 1.5343545246869315 4.7571302685828405 1.7298426534980524 83.951096275712075
leaf_count=372 20 11 8 20 36 20 38 39 11 20 12 32 16 15 15 33 18 30 41 21 57 22 23 47 38 34 13 41 9 1788
internal_value=1.80786e-05 0.00120393 -0.00031787 0.000602659 -0.00166779 -0.000125036 0.0211477 0.00135932 -0.0497851 -0.00166472 0.00528231 -0.00729808 -0.0104171 -0.00566538 -0.0110784 -7.13277e-05 -0.00577439 -0.00611298 -0.00010476 -0.0125922 -0.00163703 -0.0481059 0.017514 0.030066 -0.00029057 -0.0212439 0.000720353 -0.00108069 0.00330667 0.00045743
internal_weight=179.364 105.297 102.13 100.399 74.0668 68.9399 4.65297 3.47042 1.09515 64.2869 28.7869 35.5 33.9412 30.0376 27.6095 26.4966 22.1731 25.4388 20.7448 13.3395 11.5132 3.36011 8.1531 6.12985 99.1547 4.56367 94.591 90.2426 20.2036 88.7082
internal_count=2900 1973 1953 1942 927 891 108 88 49 783 444 339 319 287 271 432 399 256 226 185 164 79 85 70 1934 54 1880 1842 381 1829
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=2 1 2 0 0 0 0 0 2 1 2 1 2 2 2 2 1 0 2 0 1 1 0 1 0 1 0 2 1 0
split_gain=0.0506928 0.203603 0.0893661 0.311311 0.221213 0.28189 0.123938 0.187268 0.122938 0.441111 0.165164 0.387435 0.175713 0.134789 0.235287 0.177743 0.0724225 0.0780284 0.0685925 0.425089 1.49167 0.439723 1.66583 0.498068 0.652392 0.557496 0.548327 0.288532 0.273109 0.106477
threshold=33.151194885250007 0.38906020780000011 35.461062230100005 0.49678153350000009 0.50041914915000019 0.53781323915000012 0.54585192060000021 0.54749857790000023 36.072790850000011 0.36665069905000008 36.514114975300011 0.36543816055000006 36.82350895510001 36.921550069850007 37.186372654950006 37.360990606650006 0.4019490434500001 0.56793209785000009 38.703421923500009 0.50749977545000013 0.38780276035000005 0.38906020780000011 0.52772372085000019 0.39685937550000011 0.54679500610000009 0.42892428370000008 0.56369569775000017 38.828362408050005 0.35759408400000009 0.47512050540000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 9 -4 11 -10 -12 -14 -15 -16 -3 -18 19 28 -21 -22 -23 -24 -25 -26 -27 -20 -17 -29
right_child=2 16 8 4 5 6 7 -9 10 -11 12 -13 13 14 15 18 17 -19 27 20 21 22 23 24 25 26 -28 29 -30 -31
leaf_value=-0.059070817079381638 -0.036243196010578189 0.1023524105184946 -0.066968102603433263 0.05680062217874348 -0.030202122335301798 0.092433402871018214 0.10300265869044219 -0.10212873809347119 0.074275927442635017 0.03161774219083726 -0.034634644649978563 -0.009603491125919579 0.026383519696193288 -0.034403624287743705 0.039665515698958646 -0.0038960902912310484 -0.10361315012327439 0.057932287343594228 0.035645154268961476 -0.152563036729776 0.068493784399022137 -0.13756767304696929 0.074741569976979297 -0.05196168361622279 0.10586375400353254 0.035253881889705345 -0.11334206031875316 0.0078042311646929919 0.044700256878742281 -0.0010115377006285019
leaf_weight=0.55205705183561704 0.91298994696990066 0.12742782756686211 1.0851249607803755 1.5507388934493067 0.94674136023968436 0.37384948693215847 0.081747345626354218 0.097684115396987181 0.9783855897985626 0.78016307322423006 1.4757311989042126 1.2596184376980089 1.9176007006317366 1.9965289749416104 1.1295211282576918 2.9325025652942696 0.048758750733668421 0.077301869818484192 2.2917164315767868 0.79140892252326001 0.69012016803026188 0.93744834844255809 0.91587348654866207 1.7391694083344194 0.67394654179224733 0.86042371118674033 0.3490751092103892 15.26278391677806 1.9094721399414991 133.84828595795807
leaf_count=66 32 2 16 11 20 5 1 63 9 32 36 39 12 36 24 37 20 92 24 9 3 27 4 23 8 20 57 319 16 1837
internal_value=2.53696e-05 -0.0250038 0.000138775 0.0149857 0.0303168 0.00293757 0.0596442 -0.00867273 -0.000199782 -0.0257342 7.71963e-05 0.027066 -0.000278686 2.26591e-05 -0.000281256 0.00013331 0.0491887 -0.00455157 -0.000140292 -0.00748394 -0.0233181 -0.0067296 -0.0162098 0.00885725 -0.00779969 0.0329794 -0.0076326 0.000432028 0.0152683 -0.000109169
internal_weight=178.594 0.805545 177.789 3.96375 3.05076 1.50002 0.553281 0.179431 173.825 1.86529 171.96 2.238 169.722 168.246 166.328 164.332 0.253488 0.126061 163.202 11.7994 6.95747 6.16606 5.47594 4.53849 3.62261 1.88345 1.2095 151.403 4.84197 149.111
internal_count=2900 180 2720 132 100 89 69 64 2588 48 2540 48 2492 2456 2444 2408 114 112 2384 204 151 142 139 112 108 85 77 2180 53 2156
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 2 0 2 0 2 1 1 2 2 1 0 1 2 2 2 0 2 2 2 2 0 1 1 1 0
split_gain=0.048455 0.254615 0.186355 0.458459 0.383723 0.811136 0.750695 0.369363 0.341539 0.341172 0.396698 1.26468 0.278911 0.250844 0.611999 0.346768 0.704638 0.309336 0.513778 0.218232 0.146547 0.138105 0.515274 0.390402 0.356616 0.419488 0.882602 0.714303 1.00228 0.426603
threshold=0.47727612945000003 0.47715637260000004 39.268993001500007 39.945535567850008 38.318569170500005 38.175120519550006 0.47440196400000006 40.742467179200005 0.42314601355000009 41.348489042950007 0.34524415440000006 0.34581299960000006 42.718072821900002 41.726652433350004 0.34506451900000007 0.47470135625000004 0.34193587020000005 44.921040431000009 41.902916368500009 48.919835655300012 0.47760546090000006 42.852084787850011 42.686561923500008 42.898324343550009 42.988308018450006 0.47796473160000008 0.34503457980000002 0.34566330350000002 0.34581299960000006 0.49320379630000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -5 -1 -9 13 -12 -13 -11 15 16 17 18 -15 -19 -2 22 -22 -23 -25 -26 -27 -28 -29 -30
right_child=20 -3 3 7 -6 -7 -8 9 -10 10 11 12 -14 14 -16 -17 -18 19 -20 -21 21 23 -24 24 25 26 27 28 29 -31
leaf_value=-0.077821346937170952 0.018466138219100026 -0.054962262893204196 0.057689011874602417 -0.07049027286162933 -0.063813254539479114 0.11432341340404575 -0.11700773931142501 0.03926561024789807 0.022374816866378624 -0.046217741861622405 -0.14825626502823164 0.042384409824090072 -0.033055844952517614 0.095278246508264094 0.068155132614204417 -0.034246725602806588 0.060324492271493294 0.019793589719456411 -0.10573511701235649 -0.017809794730657604 -0.00055664845279115491 0.053614630030180549 -0.050651386331268013 -0.056959344189592358 0.066314282700526639 -0.10289455477134664 0.050205860685331699 -0.087920929679659823 0.036972740944545113 -0.00079564198978832523
leaf_weight=0.41349478398070294 4.5125583112239829 0.94236432434990902 1.3846970242448176 0.75393364042975264 1.4006339933257548 0.51270524412393559 0.64859332051128138 2.0619590793503475 1.9193532041338128 0.96375522692688065 0.76029681015643236 0.95492104208096851 1.0067359486311032 0.15885409526526739 1.4382994365878392 2.4684223787517103 2.0046627884730697 3.0258128716959618 0.63715862358367303 3.150079530198127 112.0008112012323 1.6285199446829199 2.0916544874071397 0.94932339471597771 1.0858735684305454 0.76621082228666892 3.2220694515854147 1.2277497316245014 3.5013719989510745 20.503710036797202
leaf_count=69 25 12 11 20 18 2 7 25 58 20 41 15 35 5 14 33 11 43 115 26 1544 16 37 22 6 11 16 8 32 603
internal_value=2.43751e-05 -0.00391147 -0.00203694 0.0020998 -0.01959 -0.00186305 -0.0218431 -0.00187104 0.00461516 0.000905755 -0.00386801 -0.0387676 0.00366795 0.0029923 0.00667354 -0.0010529 0.00807491 -0.00694864 -0.0656204 0.000613584 0.000715642 0.000170659 -0.00147503 0.00588032 0.00339326 0.00528372 0.00301579 0.00586766 0.000205954 0.00471324
internal_weight=178.097 26.6067 25.6644 20.7696 4.89478 3.49415 2.98144 19.3849 2.33285 18.631 16.569 2.72195 1.96166 13.847 12.8833 11.445 8.97657 6.97191 0.796013 6.17589 151.49 146.977 114.092 32.8848 31.2563 30.307 29.2211 28.4549 25.2328 24.0051
internal_count=2900 580 568 414 154 136 134 403 127 383 358 91 50 267 247 233 200 189 120 69 2320 2295 1581 714 698 676 670 659 643 635
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 2 1 0 1 1 0 0 2 1 1 2 1 0 2 2 0 1 0 0 0 1 1 2 2 2
split_gain=0.0432003 0.232117 1.10944 0.600881 0.267485 0.792296 0.419149 0.495333 0.289523 0.52605 0.725017 0.217721 0.169276 0.161117 1.10788 0.92391 0.304958 0.372186 0.22754 1.21307 1.34173 1.13433 0.74371 1.99357 1.31636 1.79985 0.68067 0.599186 0.477622 0.550246
threshold=0.47886290830000006 0.35319301815000009 0.34587287805000005 0.36195024100000012 0.47778509625000004 40.21994457600001 0.34536391125000004 0.47727612945000003 0.34518427590000006 0.34500464060000008 0.47694679800000012 0.47905751325000007 40.982542372850013 0.34503457980000002 0.34521421515000011 41.289992964000007 0.34536391125000004 0.47961138885000004 41.872669623500009 41.21013581150001 0.49128768600000011 0.36665069905000008 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.34988473400000003 0.34548366815000003 42.102795028150005 41.134354310300004 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 8 -8 9 10 -1 -2 -3 15 -15 -13 -16 -18 19 26 -21 -22 -20 -24 -25 -26 -19 -27 29 -28
right_child=11 3 -4 -5 5 -7 7 -9 -10 -11 -12 13 -14 14 16 -17 17 18 22 20 21 -23 23 24 25 27 28 -29 -30 -31
leaf_value=0.0027050991661017147 0.040658558339212038 0.093265048911180148 -0.08386738210397475 -0.032040727192961277 0.02153569397710111 -0.061594218672981565 -0.0034251405620136484 0.073271979704656334 -0.041141178887612442 0.040281955224284779 -0.050102366972224012 0.04256837373245289 0.032236310630875321 -0.068662075545686221 0.026625568912797083 -0.025205313541249282 -0.050781828357443083 0.07495259592962554 0.026548125945740665 -0.078997229523555132 0.086219355297013467 -0.024614872831528058 -0.10964879304448855 0.10637278021533636 -0.16205738343395781 0.045726498067426624 0.00094542961215074602 -0.0012126483748272797 0.055417280512509506 -0.062499267617374593
leaf_weight=18.87587361517582 1.3608961930549401 0.82050499367687679 1.7047556596498896 1.1769038828097107 2.1101920641958705 2.5104679110227153 1.6612790317522006 1.7075655981898306 1.7635313794235106 2.9699292792620318 3.0152121270075432 4.7733555249869806 1.0188586767762897 2.3348724255338302 4.4308297531679264 3.4763312992290594 1.4309228509664524 1.2668317928910244 12.756853861763373 4.0981009099632484 1.1048370525240896 5.6230989486784893 1.6295462430061878 1.2018826454877842 0.67279183119535346 3.0035193794974502 57.282671112653134 28.760288709011547 1.5644206202123303 1.4004131131596285
leaf_count=388 12 26 37 37 14 45 41 8 32 24 26 25 18 23 28 23 13 7 87 29 9 106 19 4 6 49 982 755 11 16
internal_value=2.56723e-05 -0.00289818 -0.00511195 0.0237578 -0.00123322 -0.0236299 0.00221713 0.0354503 -0.00198792 0.000789445 -0.00456844 0.000858038 0.0594601 0.000462133 -0.000407172 0.0140093 0.000855366 -8.21291e-05 0.000520598 -0.00302199 -0.0338898 -0.00641408 0.00585683 -0.00162744 0.00360542 -0.000202443 0.0024105 0.00322582 0.000885147 -0.000568615
internal_weight=177.508 39.3351 36.3188 3.01627 34.6141 4.62066 29.9934 3.36884 26.6245 24.861 21.8911 138.172 1.83936 136.812 128.562 8.24969 126.227 121.796 120.365 72.3404 10.826 6.72794 48.0249 35.268 33.6385 32.4366 61.5143 31.7638 60.2475 58.6831
internal_count=2900 696 615 81 578 59 519 49 470 438 414 2204 44 2192 2144 48 2121 2093 2080 1160 144 115 920 833 814 810 1016 804 1009 998
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 1 0 0 2 2 2 1 1 2 2 2 2 1 0 0 2 2 1 1 0 1 0 1 1
split_gain=0.0454862 0.204835 0.31111 0.753728 0.306578 0.995482 0.25024 0.227193 0.153317 0.167727 0.162773 0.455292 0.308609 0.401917 0.140282 0.12901 0.31516 0.186736 0.276889 0.367359 0.125492 0.123809 0.541679 0.923756 0.960618 0.369946 0.429899 0.64916 0.745477 0.344709
threshold=0.47727612945000003 0.34524415440000006 0.34506451900000007 0.47694679800000012 41.21013581150001 0.34581299960000006 0.3447651268000001 0.47440196400000006 0.4588185982500001 39.091773401050006 39.468990633150007 41.395309858300003 0.31810424840000007 0.33263974130000007 42.718072821900002 43.57842012870001 41.902916368500009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.47760546090000006 43.19689381845 43.542456167850005 0.34524415440000006 0.3453938505000001 0.47778509625000004 0.3465914194000001 0.49320379630000005 0.36106703390000006 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 8 10 -10 12 -12 -1 -14 -7 16 -13 18 19 -17 -2 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=20 4 -4 -5 5 14 -8 -9 9 -11 11 15 13 -15 -16 17 -18 -19 -20 -21 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.020726706876389542 0.017196689082315607 0.01706830446443984 0.039137276213472849 -0.086867835450739575 -0.14170948403042799 0.017209083512879881 -0.042045304810426558 0.024607124345715336 -0.00046010735264279161 -0.047400526936321019 0.055199960536029782 0.021917244571514879 -0.12510413587405431 0.014228878501237389 -0.034064975540308823 0.053701294292140239 -0.10563940038252416 -0.0063179842350787122 0.069577383659890552 -0.11588109871333901 -0.0011625885507757382 0.03514078735249003 -0.1011866797604619 0.12086610083584262 0.11252185231014916 -0.046605196775707736 0.069984489455317739 -0.10278443501499396 0.071826289989096265 -0.0012631719207942867
leaf_weight=0.75390368874652114 4.4773319363594046 1.2527624984707006 1.861598457086983 1.0311702415347088 0.74517956691124743 1.1080099823884668 1.2663308910055082 4.1023913330354835 1.6655221052933478 1.4019902478321453 1.7061807503050639 0.39434609049931157 0.49740171771190944 0.35463108742078475 1.0292408124405481 0.28256086912006118 0.38068673495945404 5.1732564496342093 0.8667137865559198 0.23313881811554893 119.93312363099295 5.2530146572098628 0.87761325875544827 0.67536312341690319 0.28566631674766796 1.9519279077649141 1.3315102085180139 0.71097590448334713 0.67516929219709609 14.572600640952258
leaf_count=32 25 53 22 13 45 17 27 26 19 27 16 17 34 17 37 7 72 35 25 39 1673 56 11 2 1 11 17 9 19 496
internal_value=3.81005e-05 -0.0038156 2.71204e-05 -0.0035933 -0.0242334 -0.0421839 0.000907462 0.00396103 -0.00221667 -0.021914 0.00346056 0.00867392 -0.0258759 -0.0671113 -0.00748308 -0.00215476 -0.040737 0.00240656 0.0350555 -0.0229639 0.000705512 0.000200706 0.00640961 -0.000749759 0.00361315 -0.000441998 -0.00211904 0.00290308 -0.00269382 0.00197322
internal_weight=176.851 26.107 21.9718 20.1102 4.13519 2.88243 19.0791 17.8127 13.7103 3.06751 10.6428 9.03688 1.60594 0.852033 2.13725 7.3307 0.775033 6.55567 1.38241 0.5157 150.744 146.267 26.3338 21.0808 20.2032 19.5279 19.2422 17.2903 15.9587 15.2478
internal_count=2900 580 428 406 152 99 393 366 340 46 294 211 83 51 54 195 89 106 71 46 2320 2295 622 566 555 553 552 541 524 515
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 2 2 1 1 1 2 2 1 2 2 1 0 0 2 2 2 2 2 2 1 1 1 1
split_gain=0.0378603 0.355906 0.203431 0.194701 0.163278 0.321553 0.202129 0.303622 0.242656 0.344483 0.975832 0.200902 0.783467 0.199334 0.240611 0.48911 0.156609 0.311193 1.17382 0.468628 0.375316 0.371597 0.424092 0.284828 0.199683 0.193756 0.139853 0.13866 0.27989 0.22388
threshold=0.47727612945000003 0.34392682850000006 0.47715637260000004 0.34446573455000007 38.938637541200009 38.115457128050004 39.945535567850008 40.742467179200005 41.21013581150001 0.34524415440000006 0.34581299960000006 0.34392682850000006 37.797539186950011 37.186372654950006 0.31810424840000007 35.131296350900008 48.919835655300012 0.31100865245000009 0.39614083410000006 0.41155953415000007 41.726652433350004 42.102795028150005 43.812290675100009 42.773538294100007 48.680511450650009 44.921040431000009 0.35814795965000007 0.34458549145000011 0.3447651268000001 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=2 -2 4 -3 5 11 -6 -8 -9 16 -11 13 -13 14 -1 -16 17 18 24 -19 -21 -22 23 -23 25 -10 -12 -5 -29 -30
right_child=1 3 -4 27 6 -7 7 8 9 10 26 12 -14 -15 15 -17 -18 19 -20 20 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.028020801895410771 0.068974236728633176 -0.042886440126978231 -0.050577253000795241 0.028320853453727035 0.029848898074398285 -0.069102997067179442 -0.064982904880577327 0.047737420977818475 -0.10267839442385217 -0.14044472244562523 0.023607032894832226 0.053880705815754486 -0.15879076798203673 0.050023750073135059 0.036119766049003604 -0.14007610779972324 -0.015565694918486389 0.056300189313398225 -0.16089562348541878 -0.044166065756988997 0.065436433732314045 0.0064586042593216125 0.049516379576643017 -0.049403230169857322 0.11158828322144738 0.046531583477895155 -0.029390237750981457 -0.03206935366957591 0.017926695576407293 -5.7708789261057196e-05
leaf_weight=0.69785457896069425 0.75840089419580081 1.0368679724633683 0.8865141102578481 1.782503182068466 2.2669374971883398 1.0134089675484572 0.73013141078991139 1.0378387591918024 0.12572388716580707 0.66097960175102288 1.1002360412785495 0.35339413542078535 0.33976051879653824 0.82839049783069629 0.29764958592204493 0.33471906825434417 3.1624605794022491 2.1805758471600694 0.47104201106412802 1.3461804611724799 1.1492463420145211 2.46199518541107 1.4219876260322051 1.4505083584808742 0.26881048083305359 0.28275774186477065 0.90955673014104821 2.6297402530908576 7.2899906287202603 137.07618294115389
leaf_count=23 11 9 12 10 19 14 20 15 89 43 17 44 5 16 38 6 28 9 18 16 15 30 32 28 1 8 34 16 41 2233
internal_value=3.6388e-05 0.000642645 -0.00350477 0.000296734 -0.00182832 -0.0207185 0.00164407 -0.00176416 0.00079592 -0.00207117 -0.0350423 -0.00352454 -0.0503635 0.011516 -0.0124646 -0.0571425 0.0040776 0.0096446 -0.0396613 0.0153006 0.00388255 0.0138586 0.00274683 -0.0142514 0.0446545 0.000607221 -0.000377541 0.000597687 0.00026151 0.000850441
internal_weight=176.352 150.574 25.7787 149.815 24.8921 3.86518 21.027 18.76 18.0299 16.9921 2.67077 2.85177 0.693155 2.15861 1.33022 0.632369 14.3213 11.1588 1.14833 10.0105 7.82992 6.48374 5.33449 3.9125 0.677292 0.408482 2.00979 148.778 146.996 144.366
internal_count=2900 2320 580 2309 568 146 422 403 383 368 94 132 49 83 67 44 274 246 116 130 121 105 90 58 98 97 51 2300 2290 2274
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 0 1 1 0 1 0 0 1 2 0 1 2 2 2 2 2 2 1 1 1 1 1 0 2
split_gain=0.03943 0.494279 0.421076 0.17043 0.122898 0.352613 0.529544 0.132997 0.282271 0.216477 0.106402 0.161625 0.561499 1.28494 0.498736 1.00553 0.460684 0.786585 0.610617 0.632784 0.450358 0.920871 0.419059 0.346661 0.287882 0.235163 0.717209 0.184309 0.252432 1.06526
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.3972336157500001 0.42646926740000007 35.818873074050011 0.41155953415000007 0.32272985840000007 0.34193587020000005 0.4588185982500001 0.34458549145000011 0.47868327295000007 0.47796473160000008 0.34545372890000009 40.259171735100004 0.4755546241000001 0.3447651268000001 40.982542372850013 41.348489042950007 41.792045663550006 43.45354240915001 42.718072821900002 42.428475018400007 0.34575312120000007 0.3447052483500001 0.34482500525000009 0.34491482290000003 0.34515433670000012 0.48101853240000009 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 9 -9 -10 12 14 -14 15 -12 -16 -18 -19 -20 21 22 -21 -22 -13 -26 -27 -28 29 -29
right_child=3 -3 -4 4 7 6 -8 8 10 -11 11 24 13 -15 16 -17 17 18 19 20 23 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.012480943956158482 0.033936604802109686 -0.07102207310141001 0.07571353296779311 0.032001018309784357 0.02573579810532288 -0.004103979162861488 -0.14373850088870921 -0.0094720478437214425 0.011276067891865901 -0.079855236400659502 0.044486215206872272 0.045107917037180811 -0.14254574703889653 0.023964545741112918 -0.047842165792282003 -0.13557166182788966 0.077886725822604447 -0.064135862148938003 0.044319064133428114 -0.047540427322724371 0.043388444773167931 -0.11973436868729391 0.024094718385626535 -0.015665831075717698 -0.032836915425101726 0.066089758735486795 -0.021555088709579954 0.037626490275567359 -0.00057553781560311986 -0.025274963604566648
leaf_weight=1.9657583506068474 1.4890450898383267 0.98097473402594904 0.74709059298038472 0.65985695619110529 2.0206337915733448 0.67873429744213332 0.45276178868152783 1.0197280838619907 8.4611165421083552 0.7646899858918913 0.51925239492448472 1.4614126160740841 0.94790950149763264 0.90679639216978103 1.6863639131188382 0.77016460988670588 1.4261226998642076 1.3454430031124491 3.2658327808603635 1.4124664255650698 2.1741356678539887 0.90663596034573846 1.9358400746714322 1.8313420290360225 2.0852405689656726 1.6720113679766644 3.7886716895736745 7.4374355729669315 116.90605002737016 4.220023401780054
leaf_count=113 12 29 4 24 23 19 53 30 58 39 36 7 22 20 11 11 10 13 20 27 20 56 22 30 13 7 26 44 2056 45
internal_value=3.26282e-05 -0.0101901 0.0118069 0.000251856 -4.18844e-05 -0.0260969 -0.0599779 0.000234348 -7.43117e-05 -0.0396339 0.000353096 -0.0002367 -0.00884953 -0.0611361 -0.0032354 -0.0630618 0.00159069 0.00742107 -0.000386184 0.00705522 -0.00767738 -0.0303321 -0.00612421 0.0163883 0.000960857 0.000486848 0.00100532 0.000183107 0.000823716 0.014856
internal_weight=175.94 3.69382 2.71285 172.246 170.757 1.79135 1.1315 168.965 166.945 1.78442 165.16 156.699 19.1283 1.85471 17.2736 1.28942 15.9842 14.2978 12.8717 11.5263 8.26042 4.25494 3.34831 4.00548 137.571 136.109 134.024 132.352 128.564 11.6575
internal_count=2900 146 117 2754 2742 96 72 2646 2623 69 2554 2496 298 42 256 47 209 198 188 175 155 105 49 50 2198 2191 2178 2171 2145 89
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 0 0 2 2 2 2 1 2 1 0 1 0 2 1 0 0 2 2 2 0 2 2 1 1
split_gain=0.0371043 0.471415 1.20823 1.27387 0.866783 0.35947 0.154473 0.244884 0.238176 1.61332 0.902193 0.50967 0.499548 1.99243 0.874181 2.30667 0.470836 0.452206 0.385712 0.849536 0.704038 0.434854 0.476444 1.01499 0.836048 0.868299 0.801386 0.619529 0.36583 0.868326
threshold=0.48543456785000005 0.34500464060000008 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.48368312325000012 0.48181192180000004 0.48101853240000009 40.922041107600009 41.028010303750008 40.580626202750004 40.380906245900007 0.34524415440000006 39.468990633150007 0.34479506600000004 0.47814436690000012 0.3459626957000001 0.47470135625000004 42.102795028150005 0.34560342505000002 0.48015029490000011 0.47976108500000009 43.968221017800005 43.633733172900008 43.45354240915001 0.47760546090000006 42.773538294100007 44.215931556700006 0.34542378970000004 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=5 -2 -3 -4 -5 6 7 8 10 -10 11 12 14 16 15 17 -14 -1 19 -11 21 22 23 24 25 26 28 -24 29 -20
right_child=1 2 3 4 -6 -7 -8 -9 9 18 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0078805245134380263 -0.060688887042656806 0.059869003251914077 -0.11953445768745499 0.10820220412271996 0.00018075715015939623 -0.034607000587109048 0.012869507766484548 -0.022167769423391298 0.1225732024036148 0.0017347916862065706 -0.069801211417436573 0.047690450888965868 0.10670012400849266 -0.11357751373168049 0.04934683881267185 -0.14126002512237276 -0.012748236869889155 0.05107821787955126 0.039153660836749649 0.067567504538666209 -0.072062570479770383 0.054344796399641508 0.068296247042382976 -0.12799972066518142 0.085747973992239004 -0.098373460901610685 -0.076530236038083815 -0.0013262307095641792 0.051091886193672435 -0.073841724828112618
leaf_weight=4.572764732856287 1.2165476237423707 3.4787615835666648 0.8847428485751142 0.74840075708925624 99.821147911774233 3.1811180685908758 7.963511549984104 5.446394568658433 1.1272947196848679 9.3665137511925405 2.1667134190502102 1.8941933480673459 0.68670039026437668 1.7390242409310301 2.9039146082218394 1.2181141823530195 0.63528473363771809 1.8181183040142057 1.6155443938842018 2.4789835675619534 1.5405771378427733 1.285426627844571 1.4870910325262219 0.83506391855189566 0.7867643716654128 1.2532947869622146 1.2682618933267802 9.0940653668749274 1.6407597140641881 1.1745016477070747
leaf_count=116 11 19 7 6 1942 24 48 38 5 108 22 16 6 24 25 11 40 10 32 22 13 12 18 31 18 41 82 116 15 22
internal_value=2.86569e-05 0.00120306 0.0019206 -6.63871e-05 0.000984612 -0.00177334 -0.000190768 -0.00198288 0.000107579 0.00488769 -0.00936711 -0.000901741 -0.00768261 -0.0432347 0.00266897 -0.0151453 0.0492988 0.00889243 0.000965766 0.015512 -0.00687305 -0.00195985 -0.0057382 -0.0232581 -0.0119563 -0.023013 -0.00644029 0.00845861 0.0136221 -0.00841303
internal_weight=175.33 106.15 104.933 101.454 100.57 69.18 65.9989 58.0354 52.589 34.9541 17.6348 15.4681 13.5739 3.06101 10.5129 7.609 1.32199 6.39088 33.8268 11.8455 21.9814 20.4408 19.1553 8.57419 7.73913 6.95236 5.69907 10.5812 4.43081 2.79005
internal_count=2900 1985 1974 1955 1948 915 891 843 805 535 270 248 232 70 162 137 46 126 530 130 400 387 375 241 210 192 151 134 69 54
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 2 0 0 0 1 0 0 2 2 0 1 2 2 1 1 1 1 1 0 1 0 1 2
split_gain=0.0358103 0.380353 0.446465 0.306927 0.442236 0.353261 0.248305 1.48124 0.676888 0.573459 0.579346 0.551612 0.415344 0.655704 1.05905 0.90259 0.605857 0.436144 0.6076 0.541041 0.363907 1.36554 0.500065 0.75326 0.786405 0.403188 0.355663 0.549795 0.311919 0.258414
threshold=42.487106141350004 42.564639561200003 42.654057868200006 42.297164883650005 0.39513787010000007 42.428475018400007 0.38398550940000004 42.871500973550006 0.49967066855000003 0.49128768600000011 0.48119816770000007 0.39135055835000004 0.55754318735000019 0.54191491270000014 43.633733172900008 43.673409002000007 0.56793209785000009 0.40105086675000007 44.215931556700006 45.33565396960001 0.34587287805000005 0.35759408400000009 0.34542378970000004 0.34494476210000008 0.34479506600000004 0.47778509625000004 0.37982395740000008 0.50579323975000012 0.34587287805000005 43.812290675100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 8 -8 9 10 20 -9 13 14 -13 -16 -14 -17 -19 -20 22 -22 23 24 -4 -25 27 -10 -12 -29
right_child=1 2 6 4 -6 -7 7 11 26 -11 28 12 16 -15 15 17 -18 18 19 -21 21 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.00017206059711701564 0.031583324024252429 -0.047235004859549151 -0.0076114844128100491 -0.078385222573552585 0.011266172013300362 -0.012904255998914888 -0.14262451037762644 -0.067549935762331731 0.082634805365230657 -0.045046171272504397 0.011517311183487318 -0.11466554141824635 -0.11516020172414342 0.062470154098827793 0.13390859985099826 -0.063910558646464249 -0.0049680843004450657 0.073017909055558702 -0.13207396548803038 0.0094452366624839263 -0.10520300420679328 0.02375694648877108 0.038379887202868189 -0.016334548761257745 0.066840773704727574 -0.10564797648511713 0.087832577620391858 -0.036040551151166812 0.056300467031872831 0.035749129015297025
leaf_weight=114.18340798090657 4.0655085699108886 1.9413672380978813 8.2625367866894646 1.7236694338280352 2.1408451681400038 1.5782695077359674 0.78056540231591753 1.1768751786439704 1.0873286128044122 2.457920570857822 3.4242489725002079 0.69870764166989641 0.53583309720852401 2.4776741120222141 0.58176294167060394 0.83022517076642577 7.2516432936054116 1.1784427852253432 0.34777439326353476 1.2102578464791802 1.4715423522829945 1.8576222370611501 3.2003254213050232 0.99381264908879474 1.7127910924609739 1.0285679177613927 1.2731879388447849 1.1726138666272166 2.849565445445478 0.87597569043282408
leaf_count=1712 44 33 166 27 28 22 29 21 12 22 25 29 30 41 3 28 287 17 22 72 25 31 37 24 16 16 12 13 17 39
internal_value=3.56142e-05 0.00215402 -0.000206814 -0.000933834 -0.0241342 -0.0470865 0.00166645 -0.00805556 0.00690683 0.00102695 0.00559305 -0.00160712 0.00352819 0.0206219 -0.000769135 0.0184139 -0.0125501 -0.000424341 0.0188369 -0.0221438 -0.00330091 -0.0332454 0.00325849 -0.00610996 0.00517217 -0.0617587 0.0432587 0.0251617 0.0318578 -0.00534333
internal_weight=174.371 54.7447 50.6792 119.626 5.44278 3.30194 48.7378 17.0698 31.668 27.2589 24.801 16.2892 15.1123 7.32484 4.84717 4.14846 7.78748 3.5667 2.73648 1.55803 18.5272 3.32916 15.198 11.9977 9.97533 2.02238 4.40911 3.13592 6.27381 2.04859
internal_count=2900 1111 1067 1789 77 49 1034 579 455 379 357 550 529 212 171 142 317 139 111 94 315 56 259 222 182 40 76 64 42 52
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 0 1 2 1 1 0 1 1 1 1 0 2 2 2 2 0 1 1 2 1 1 2 2 2
split_gain=0.0382753 0.244447 0.196045 0.0658605 0.189653 0.0612981 0.342403 0.47367 0.277583 0.387254 0.319817 0.346954 0.199697 1.11765 0.380167 0.188865 0.129206 0.540981 0.122061 0.240288 0.377991 0.216076 0.500072 0.66841 0.142183 0.418858 0.444601 0.324456 0.227466 0.378831
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 0.31148768000000004 0.41856531240000011 47.833738492450003 0.61802041855000012 0.5024400467000002 46.177190236600005 0.37482410710000008 0.45877368940000007 0.58859016195000013 0.44922307715000004 0.40259273675000007 0.48544953745000008 0.39135055835000004 0.43563066975000003 39.56957118270001 45.027406014450008 44.215931556700006 44.086690780350004 0.47760546090000006 0.3465914194000001 0.44286099220000008 43.902382686800003 0.32272985840000007 0.34193587020000005 37.572218886150004 43.411469133450005 43.542456167850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 12 -8 16 -10 11 -11 13 15 -14 -7 17 -6 19 20 24 -21 -23 -24 25 -18 27 -27 -28 -30
right_child=3 -3 -4 4 5 6 7 -9 9 10 -12 -13 14 -15 -16 -17 18 -19 -20 21 -22 22 23 -25 -26 26 28 -29 29 -31
leaf_value=0.0033603650278797078 -0.012823548475364195 0.05923364635552162 -0.1138219500452653 0.059403469727360637 0.023032689351294489 0.013461483279843875 -0.12068836445690626 0.0037909260161455905 -0.13530244015022533 -0.038015171899547819 -0.081921114094733447 0.071753644337489611 0.1009480849709445 -0.10983010109097693 0.0095125769116890611 0.062182086532282813 0.07067768769142771 -0.094210799987191507 0.021871608442964961 -0.066365714031115478 0.049112962651734288 0.04612232040292813 -0.12215204340888347 0.025577723474101227 -0.022085872482588274 -0.01283224133966936 -0.00031391901748815373 -0.11307503781294737 0.05713381726047722 0.0041774742306076368
leaf_weight=0.7862410298157545 3.982782772218342 0.71730171539820731 0.17444466613233089 0.53911757365130952 0.90014565632554766 2.5167888472387854 0.44836795148148645 0.96063979357131757 0.3356160315452138 0.63610601259279043 0.53229610615380796 0.52609830908477306 0.75396985904080782 0.6899393651574427 1.145684772316599 1.1634818529364563 0.84464274998754163 0.69929418122410425 2.5891399522952261 0.9801665714476252 1.5856769278616401 0.91818162798881564 0.6399643542281408 0.58737563258910086 2.8513819452782618 0.71536180470138677 136.90023240297489 0.58852111108717509 1.8409281712374639 5.0744383083947469
leaf_count=102 36 20 5 68 19 38 14 67 17 38 34 4 13 75 45 35 9 33 63 16 18 5 38 15 34 17 1905 32 24 61
internal_value=3.26811e-05 0.0150626 -0.017918 -0.000113993 0.000187379 -3.30084e-06 0.008724 -0.0358203 -0.000422817 -0.0371645 -0.0177271 0.0116742 0.0187343 0.00696793 0.0458032 0.028864 5.01222e-05 -0.0282276 0.000339833 -2.32879e-05 0.000547035 -0.027466 -0.00969487 -0.0514521 2.95493e-05 0.00046157 5.28892e-05 -0.0580779 0.000579923 0.0182749
internal_weight=173.624 1.67799 0.960686 171.946 167.964 167.424 7.67887 1.40901 159.746 2.03012 1.6945 1.1622 6.26986 4.37021 1.89965 3.68027 157.715 1.59944 156.116 153.527 150.401 3.12569 2.14552 1.22734 148.816 145.964 145.119 1.30388 143.816 6.91537
internal_count=2900 127 107 2773 2737 2669 287 81 2382 93 76 42 206 148 58 73 2289 52 2237 2174 2100 74 58 53 2082 2048 2039 49 1990 85
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 1 2 0 0 1 0 2 1 2 1 0 2 1 0 1 1 1 0 1 0 1 1 2 1 2
split_gain=0.0376924 0.135154 0.213827 0.253979 0.162171 0.143172 0.126309 0.0790285 0.198439 0.0484475 0.265918 0.357778 0.145917 0.332816 0.163846 0.1954 0.169118 0.135201 0.533124 0.214131 0.224222 0.240525 0.20821 0.474132 0.317317 0.209338 0.182164 0.967057 0.40288 0.427679
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 46.051945193250006 0.52332265500000019 45.027406014450008 0.67036915065000013 0.68186581240000022 0.46208197360000008 0.56323163980000013 46.051945193250006 0.47277027635000007 39.468990633150007 0.47777012665000013 0.59665878265000016 42.564639561200003 0.45206730335000006 0.56369569775000017 0.45877368940000007 0.45664800455000004 0.45280081435000008 0.57600071855000012 0.44705248345000009 0.59336546810000013 0.43967246490000006 0.42829556000000008 42.297164883650005 0.42970270350000012 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -2 -4 -9 17 -11 12 13 -12 -14 -16 -17 22 -19 20 21 -20 23 25 -24 26 -1 28 -28 -30
right_child=1 -3 7 5 -6 -7 -8 8 -10 10 11 -13 14 -15 15 16 -18 18 19 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0004182852851228637 -0.1020200429731561 -0.11575141782977556 0.10032009685670179 0.096043779988051553 -0.11451765182256897 -0.10050030039076277 0.10264454496958464 0.061953721526361083 -0.10386042225898606 0.04514281358989878 -0.0075470482375124773 0.02903478879745652 0.035154503828372673 -0.12686269980806722 -0.10634923137801654 0.027577363176375075 -0.067310819710048861 -0.078706483391737303 0.031163322357780965 -0.034648072810805605 0.055759285517694962 -0.040890108644965367 -0.064976305015349678 0.043370311800186724 0.036560691721692531 -0.031767303633969519 0.082026401725066839 -0.04902286099162461 -0.0059587857445716416 0.050068231850434158
leaf_weight=145.81236290545712 0.051626392272509092 0.12481914279010187 0.16079643947887234 0.15934941162231553 0.37114546549855731 0.048295923253817818 0.072500847280025482 0.26048679095947591 0.099836918280232112 1.5197626575827587 0.54511272506897546 1.9561424953863022 0.54630827872279031 0.4093293600162724 0.26654394535762527 0.5070623974688715 0.2983460717368871 1.0762987662346848 0.94078985322266884 1.2039775463099429 0.93435513077929488 0.91278743003203999 1.0954816614676008 2.561598787854563 0.42804445311048755 2.0475865840417091 1.3050567208556438 1.8762590291098602 2.9186247434554389 2.5553164556622505
leaf_count=1864 75 79 6 7 26 83 1 21 62 13 31 53 40 23 27 45 16 25 6 28 19 34 49 30 23 35 17 76 67 19
internal_value=2.60496e-05 -0.0166251 -0.00651689 -0.0425043 -0.0814255 0.0503299 0.0175215 0.0420251 0.0160107 0.000156846 0.0089475 -0.00319871 -0.0277073 -0.0587177 -0.00941753 -0.0321332 -0.0075719 -0.000164103 -0.0162452 0.000595613 0.0158157 -0.00431913 0.000343383 0.000695753 -0.0364488 -2.67854e-06 0.000418386 0.0145135 0.0320988 0.0201955
internal_weight=173.066 1.34886 1.22404 0.702918 0.495273 0.207645 0.124127 0.52112 0.360324 171.717 6.04861 4.52885 2.5727 0.954442 1.61826 1.07195 0.805408 165.669 5.06821 3.99191 2.78793 1.85358 160.6 159.077 1.52353 156.515 154.468 8.65526 6.779 5.47394
internal_count=2900 360 281 192 102 90 76 89 83 2540 248 235 182 54 128 88 61 2292 112 87 59 40 2180 2108 72 2078 2043 179 103 86
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 2 0 0 0 1 1 2 0 2 2 2 2 0 2 2 0 1 1 0 0 2 2 2
split_gain=0.0340503 0.324212 0.373025 0.23618 0.40656 0.38733 0.221593 1.28172 0.564451 0.475611 0.47184 0.65786 0.469129 0.525769 0.519923 0.497973 0.459426 0.685259 0.852144 0.816997 0.922676 0.667201 0.424318 0.515355 0.416707 0.548898 0.414653 0.408324 1.13163 0.324622
threshold=42.487106141350004 42.564639561200003 42.654057868200006 42.297164883650005 0.34632196640000007 0.52468488970000016 0.38398550940000004 42.871500973550006 0.49967066855000003 0.49128768600000011 0.47997065955000012 0.34581299960000006 0.3982365797500001 47.833738492450003 0.55754318735000019 43.812290675100009 43.968221017800005 43.633733172900008 43.45354240915001 0.47715637260000004 42.773538294100007 44.157169339850007 0.58859016195000013 0.44805544745000009 0.43590012275000006 0.5339660489000001 0.52746923745000018 43.022303514600004 43.061965423550006 43.32600771660001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 8 -8 9 10 16 -12 13 26 15 -14 17 18 19 20 -4 -18 23 -16 25 -17 -9 -22 -29 -10
right_child=1 2 6 4 5 -7 7 12 29 -11 11 -13 14 -15 22 24 21 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.645819772410725e-05 0.029432736425058018 -0.043321707871863929 0.065356803897309121 -0.061753786859411436 0.032734669315590749 -0.032028486241056961 -0.13833839664324529 -0.0077974149140148984 0.069212247490505488 -0.040770779204388381 -0.00021581760095572017 0.054417170611257032 0.072214664087674338 0.0021726417291430605 -0.11351239956552042 0.024816021382662434 0.072733316514279486 -0.11551743465095708 0.084541070246546807 -0.099441761844138013 -0.14838420216745293 -0.0028980886876265395 0.0051838876887347445 -0.013393743795060843 0.086556910161169662 -0.06365776749147066 -0.12783284130555719 0.11447519995937652 -0.13773731422469671 0.01402484937645272
leaf_weight=113.85521886079681 4.0197028378534005 1.9192704916931678 1.1236052694002969 1.703911869553848 1.6833520783111455 2.0457657555925834 0.71920842922281991 0.43958266419940561 2.0375397019088259 2.4519911138340822 5.0348646619240736 3.9201387916691601 1.8229595755074095 1.4165907982842325 0.76865114999236572 1.9872514751123169 1.3361114696599532 0.7911904122083796 0.72500215707259474 1.2465477131190708 0.37454356550188073 9.183640693097912 5.0036723668908962 1.5527030275261493 0.57203584990838852 1.0835986703332308 0.83336631715064868 0.33496532811841462 0.37939247155827616 2.2350072049011942
leaf_count=1712 44 33 12 33 12 32 29 23 18 22 35 22 22 37 49 78 12 31 17 28 26 123 216 42 26 25 32 4 47 58
internal_value=2.34352e-05 0.00212441 -0.000102491 -0.000915545 -0.021285 -0.00279391 0.00164845 -0.00783912 0.0065786 0.00121613 0.00542683 0.0237003 -0.00177622 -0.0397397 0.00620636 0.0295461 -0.00513393 -0.0301724 -0.0140339 -0.0346948 0.00178423 0.00670784 -0.0112094 -0.0465452 0.00819401 -0.00640337 -0.0863815 -0.0638144 -0.0194738 0.0403432
internal_weight=172.601 53.3131 49.2934 119.288 5.43303 3.72912 47.3742 16.1996 31.1745 26.902 24.45 8.955 15.4804 2.68954 12.7909 5.46585 15.495 4.97525 4.18406 3.45905 2.21251 10.5198 7.32503 2.32135 3.64289 3.07085 1.27295 1.0889 0.714358 4.27255
internal_count=2900 1111 1067 1789 77 44 1034 579 455 379 357 57 550 92 458 151 300 165 134 117 89 135 307 91 129 103 55 77 51 76
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 1 1 1 2 1 1 2 0 2 0 2 1 2 1 2 2 2 2 1 2 2 1 2
split_gain=0.0336486 0.199714 0.127851 0.379472 0.27162 0.308957 0.0569471 0.203 0.115487 0.190951 0.112671 0.0866535 0.124776 0.0701289 0.221428 0.210422 0.24098 0.105868 0.377416 0.139632 0.329814 0.143036 0.112266 0.151364 0.117586 0.61338 0.655036 0.203086 0.128528 0.117869
threshold=0.31063441215000004 0.39672464895000009 0.37331217625000007 0.39614083410000006 49.110028829250005 48.680511450650009 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 33.151194885250007 0.39458399450000009 0.43166372265000008 35.461062230100005 0.49678153350000009 35.131296350900008 0.51401155655000019 36.072790850000011 0.36665069905000008 36.514114975300011 0.36543816055000006 36.82350895510001 36.921550069850007 37.186372654950006 37.858673296900008 0.37668033890000002 37.511241581900002 38.052786106700005 0.39724858540000008 38.592454371550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 10 -9 -10 -2 -11 -13 14 -8 16 -16 18 -15 20 -19 -21 -23 -24 25 -25 -27 -26 -28 -29
right_child=6 -3 3 -5 -6 -7 13 8 9 11 -12 12 -14 17 15 -17 -18 19 -20 21 -22 22 23 24 27 26 28 29 -30 -31
leaf_value=0.039340816076647835 -0.11381331551645286 0.05455568850176306 -0.10227611698226349 -0.16810610727349415 -0.11411923093121586 0.11058862476974821 -0.034728639110027569 0.10145052413670574 -0.11388402136482152 0.10212738392877632 -0.017928703470952153 -0.10383044873943331 0.050258574854246785 -0.063009446964736926 -0.037870121365123181 0.056027773607276669 0.046725518831895373 0.070347853795361917 0.028891992258815294 -0.031334028241336735 -0.0081964997353677852 0.024072643742335132 -0.027864856043378794 0.064708380293151069 -0.036770495456627889 -0.073546759208307194 0.06549412602402381 0.013462497026187809 0.0041860892012725043 -0.00065430537961371697
leaf_weight=0.29037426039576419 0.26983087935854999 0.70369291385577526 0.093744855538716365 0.17154800519347191 0.13663680385798216 0.25008240342140198 0.72657470259582568 0.12599515728652477 0.12217310070991516 0.11573825776576996 0.22452386451732309 0.081050054417573847 0.1494607048852572 1.0574972678441543 0.75296728289686166 1.3162913435535299 0.6091462711440272 0.92775822496332638 0.77388352528828352 1.4751447349735816 1.2615974093951079 1.9060367676429439 1.9733333564799966 1.6128654810017895 1.5235624990211807 1.0683773925366042 0.59891003067605175 6.167012557578345 0.79699982440342865 144.51538325783758
leaf_count=11 59 20 89 3 3 1 22 4 3 2 12 17 118 16 10 18 45 9 32 36 39 12 35 23 24 29 7 96 37 2068
internal_value=1.79634e-05 0.0142467 -0.0158525 -0.0404329 0.00515236 0.0525508 -0.000119688 -0.0229165 0.0164615 -0.00639872 -0.0702649 0.0315272 -0.00392078 2.71236e-05 0.0142332 0.0275151 -3.83865e-05 -0.000264871 -0.0241748 2.41262e-06 0.0250873 -0.000337359 -5.18701e-05 -0.000342425 5.09119e-06 0.0167645 -0.0146145 -0.000443846 0.0304901 -7.65438e-05
internal_weight=171.798 1.64608 0.942386 0.652012 0.480464 0.343827 170.152 1.08877 0.594417 0.468422 0.494355 0.346249 0.230511 169.063 3.40498 2.6784 1.36211 165.658 1.83138 163.827 2.18936 161.638 160.162 158.256 156.283 4.07715 2.46429 152.206 1.39591 150.682
internal_count=2900 127 107 96 93 90 2773 215 144 140 71 137 135 2558 95 73 55 2463 48 2415 48 2367 2331 2319 2284 96 73 2188 44 2164
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 0 0 0 1 2 0 0 1 0 0 1 1 1 2 2 1 1 1 0 0 0 1 2 2
split_gain=0.0295342 0.533727 0.494507 0.433156 0.244016 0.955588 0.447481 0.371142 0.623647 0.453255 0.643876 0.463437 0.567047 0.624916 1.44063 0.617638 0.342405 0.578044 0.813022 0.624304 0.800982 0.351837 0.511706 0.685215 0.431427 0.457914 0.320517 0.882072 1.10428 0.369577
threshold=0.36927038110000004 0.37138109635000011 0.37401574800000009 0.36543816055000006 0.51243974730000008 0.50449088350000015 0.49678153350000009 0.51589772760000019 0.51929582950000019 0.38906020780000011 40.982542372850013 0.52266399210000014 0.52366695610000014 0.39388042275000007 0.52772372085000019 0.52428071015000011 0.39513787010000007 0.39971857130000005 0.4019490434500001 37.360990606650006 43.633733172900008 0.40259273675000007 0.40621538280000008 0.41367024935000007 0.53321756835000012 0.53839705400000015 0.53905571685000009 0.41917906650000009 38.994321257850011 40.823855932350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -4 -6 -9 10 -10 -11 -13 14 -14 -15 -17 19 -19 -18 -21 -20 -23 -24 -25 -26 -27 28 -28 -29
right_child=1 2 4 -5 7 -7 -8 8 9 11 -12 12 13 15 -16 16 17 18 21 20 -22 22 23 24 25 26 27 29 -30 -31
leaf_value=0.00011407157292354774 0.040385625532752205 -0.073290098918109045 -0.031565387643761406 -0.03701202187839419 0.035770739697814934 -0.093950056656935468 0.062318820136849466 -0.062841410727836181 0.054120211621654014 -0.035875112165968399 -0.012752660630501379 0.038898295279387901 -0.12584727197066103 0.11214115016693971 0.016124987580566189 0.036654307310093941 0.041817199463374623 0.077785086219681165 -0.056124669075262583 -0.094064661082755865 0.0073270597556584979 0.072033530725882144 -0.082026841307703796 0.078707064175614613 -0.086140554793131499 0.069138714113417044 0.016370035232138178 -0.0095440777012988729 -0.13770921114867754 0.011364789603237738
leaf_weight=88.63690230905263 3.368102589622139 0.91683566034771402 0.99014343477392674 3.25809308188036 3.0813421446364364 1.2719905100893809 1.0418912499153519 1.529654658255821 3.6682852115482083 3.5569817361838423 2.3700378208304755 3.7537145821497679 1.2781547045742621 0.49751546628976839 1.6214391291796344 2.4487870904267757 0.8020988650387143 1.3603275613277208 1.1171981953084458 2.0993734198855241 1.238962364150211 0.98302311752922733 1.0171235186871843 0.70355969151660147 0.61174275368102726 0.67940611764788528 0.85914082390217927 13.717020788720218 1.0143043414864221 22.031218942469422
leaf_count=1063 34 22 31 44 26 47 26 26 25 29 29 27 45 11 30 31 19 17 10 59 30 17 50 27 19 4 18 524 25 535
internal_value=1.92758e-05 0.00142892 -0.000291616 -0.00120222 0.000596673 -0.0259769 0.0165721 0.00181543 0.000298184 0.00173052 0.0278727 -0.000840772 0.00131395 -0.00129477 -0.0464571 0.00126385 0.000175457 -0.00167651 0.00167804 -0.0374012 -0.056435 -0.00074465 0.000742029 -0.000982685 0.00109807 -0.000305134 0.00106582 -0.000163497 -0.0670502 0.00334181
internal_weight=171.524 79.6294 76.2613 91.895 75.3444 3.30403 2.03203 72.0404 68.9591 67.4294 6.03832 61.3911 57.8341 54.0804 2.89959 51.1808 50.6833 48.2345 44.0941 4.14043 3.33834 42.7337 41.6165 40.6335 39.6164 38.9128 38.3011 37.6217 1.87345 35.7482
internal_count=2900 1793 1759 1107 1737 104 57 1633 1607 1581 54 1527 1498 1471 75 1396 1385 1354 1246 108 89 1229 1219 1202 1152 1125 1106 1102 43 1059
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 2 1 0 1 1 1 1 1 1 0 2 2 0 1 2 0 1 0 0 1 1 2 2 2
split_gain=0.0323643 0.188924 0.0721026 0.155016 0.237829 0.0976957 0.176694 0.257682 0.0475794 0.543859 0.165948 0.157534 0.382304 0.140413 0.122772 0.277093 0.16584 0.222469 0.104986 0.303708 0.821594 1.08494 0.182785 0.124087 0.579939 0.481758 0.660479 0.561779 1.04711 0.744146
threshold=0.62406814170000013 0.47777012665000013 0.67036915065000013 0.57987784795000008 0.59210802070000013 46.177190236600005 45.027406014450008 0.48250052395000009 0.60665848330000005 0.45772581660000006 0.47383311875000006 0.46613873835000008 0.47536001915000009 0.46208197360000008 0.47777012665000013 0.5810754169000002 42.599563320500003 42.508878681700004 0.58388970390000006 0.45206730335000006 38.771633980050005 0.56859076075000015 0.44705248345000009 0.54585192060000021 0.54317236010000014 0.42019700010000005 0.40367054880000008 42.297164883650005 41.840895355800008 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 -3 11 -10 -11 13 -13 18 -14 -16 17 -17 19 22 -21 -22 23 24 -1 26 -25 28 29 -27
right_child=1 2 3 4 -6 -7 -8 -9 9 10 -12 12 14 -15 15 16 -18 -19 -20 20 21 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.00055622465212287406 -0.11362824440760118 0.10346131798940472 -0.10643244550446673 0.060563215080650969 -0.11469478300668097 -0.018544473440804132 0.075763901262233035 -0.10436324891723887 -0.12293862511080829 0.090001951645173273 0.015574367306000748 -0.11648439766278273 0.054953887545368854 0.02628894773337025 0.018695370025838699 -0.10318010454120946 -0.10867622330666396 0.10393719094224106 0.022068844090926791 0.058384798784163854 -0.1342842744200467 0.0015717856922183469 0.02577764164736094 0.0080167117248796573 0.032078692246777819 0.0074501846181829591 -0.1253872934992443 -0.044476113103573578 0.077064673796364183 -0.074673074977013781
leaf_weight=136.0666209584731 0.1693946235636753 0.093400731682777183 0.19150114255813822 0.24443669422180392 0.11332899217040904 0.64684866304742172 0.42045798152685165 0.16515771773401866 0.23233180807710496 0.47806502001185414 0.80236943185082055 0.39050768279776038 0.27081027889107634 2.061396595905534 0.83747920908899665 0.10221592122934453 0.39158894821594004 0.10527101159095764 2.1322921939640755 0.77444027667297577 1.0787212059658489 1.2917074825381858 2.7765500692557898 0.69768136041966389 5.672238136176019 5.8815617407162772 0.7929063300789494 2.5024359600647577 1.8109289389103649 1.3581745997071264
leaf_count=1764 23 1 78 8 72 31 4 110 14 12 85 55 8 20 22 51 40 1 50 24 30 19 45 38 53 118 48 49 11 16
internal_value=1.54337e-05 -0.0124906 -0.00335404 -0.0338202 0.00504696 0.00926718 0.0357613 -0.0292894 0.00016717 0.0178221 0.0433628 7.23921e-06 -0.027223 0.00035367 -0.00680723 -0.01845 -0.0703775 0.00190337 2.53472e-05 -0.000267136 -0.0310377 -0.0602528 0.000347042 -0.000109142 0.00074979 -0.0094427 -0.0629465 -0.00253961 0.0090555 -0.00795614
internal_weight=170.553 2.04453 1.87513 0.549267 0.357766 1.32587 0.679016 0.258558 168.508 1.51277 1.28043 166.996 2.09787 164.898 1.70737 1.43656 0.599076 0.207487 162.836 160.704 3.14487 2.37043 157.559 154.783 141.739 13.0437 1.49059 11.5531 9.05067 7.23974
internal_count=2900 327 304 158 80 146 115 111 2573 111 97 2462 177 2285 122 114 92 52 2265 2215 73 49 2142 2097 1817 280 86 194 145 134
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 1 2 0 1 2 0 2 2 0 0 0 2 2 2 2 2 1 0 0 1 0 0 0
split_gain=0.0335188 0.282073 0.302275 0.257942 0.223864 0.326649 0.420688 0.417722 0.276124 0.385405 0.210229 0.601873 0.411092 0.470445 0.231628 0.701274 0.84127 0.349872 0.378424 0.306998 0.719986 0.305364 0.263664 0.93692 0.779449 1.227 0.793871 1.55241 0.318154 0.91706
threshold=42.487106141350004 42.564639561200003 42.654057868200006 42.674081447500008 42.178283198950005 0.39513787010000007 0.55609113500000007 0.34545372890000009 42.027086531450003 0.48119816770000007 0.32600820335000008 39.468990633150007 0.46928235680000008 38.175120519550006 41.322103772800006 0.47943175355000006 0.48661716715000009 0.48759019190000008 41.532441862050007 41.621607100200002 41.811877919650009 41.134354310300004 40.742467179200005 0.34560342505000002 0.5089817670000002 0.54511840960000013 0.4323972336000001 0.56859076075000015 0.54191491270000014 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 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 11 -1 13 -12 21 -16 -17 -18 -19 -20 -21 22 28 -24 -25 -26 -27 -28 -14 -30
right_child=1 2 3 -5 5 6 -8 -9 9 -11 12 -13 14 -15 15 16 17 18 19 20 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=-0.032395887221588419 0.027763151115396914 -0.039037817182934163 0.045729634118286261 0.00035176099368208036 -0.0016367532512388313 0.054001538812429889 -0.026774093620170487 -0.061516525604543841 0.059171948907421217 0.00037453680871397683 -0.0058665495540988905 0.061722638688347202 0.0052756160147483582 -0.11099195129942725 0.018966482224151357 -0.053912052023809234 0.067149001472895112 -0.047521845784143465 0.043138536597440616 -0.081006567584852987 0.016056706559600273 0.020899859741436738 -0.067991870215492092 0.051994196604200606 -0.11581678475467271 0.059211017194978732 -0.13842160863229599 0.046883098462157984 -0.10340482245770921 -0.0044564567519874794
leaf_weight=1.0988325147045537 3.9634922979821559 1.9041552341586783 1.2886296787619347 44.882213630869046 2.1769097686046726 1.1986886551603677 1.3952557546253954 2.5062687317840755 1.8684603258843697 2.7638471202299115 1.0227094165334154 1.7802096622544921 52.86125656774675 0.72921754921117088 5.5796619760803905 5.3507947716861946 0.65985579788684834 1.879684965164415 1.493133734735238 1.0482408288462468 2.8204149186967697 7.3996715701850908 2.5353779942961392 2.2098663486540318 1.0390433664433656 1.6163694099523129 0.82626009709201731 0.99836585175989967 1.0158198308199633 12.019138079818104
leaf_count=47 44 33 11 1023 35 15 29 42 21 34 80 36 493 48 39 39 3 34 22 33 43 59 20 12 15 7 9 35 12 527
internal_value=7.99324e-06 0.00212192 7.95241e-06 0.00161826 -0.000925099 -0.0179145 0.0105532 -0.0336823 0.000192582 0.0240907 -0.00085195 0.0258008 -0.00159619 -0.0496237 -0.000766011 -0.0107732 -0.0232948 -0.00256079 -0.00891287 0.0046223 -0.0102433 0.00151769 -0.000391501 -0.0162252 0.00339357 -0.0205796 0.00817819 -0.0370299 0.00182518 -0.0121675
internal_weight=169.932 52.0385 48.075 46.1708 117.893 7.27712 2.59394 4.68318 110.616 4.63231 105.984 2.87904 103.105 1.75193 101.353 18.8318 13.2521 7.90133 7.24147 5.36179 3.86866 82.5212 75.1215 9.22528 6.68991 4.48004 3.441 1.82463 65.8962 13.035
internal_count=2900 1111 1067 1034 1789 121 44 77 1668 55 1613 83 1530 128 1402 213 174 135 132 98 76 1189 1130 98 78 66 51 44 1032 539
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 1 2 0 2 0 0 1 0 0 0 0 0 2 2 2 2 2 0 2 2 0 1 0 0
split_gain=0.0315658 0.337514 0.859022 0.432902 0.367931 0.245334 0.555512 0.174387 2.01176 0.172183 0.133564 0.261856 0.126784 0.120551 0.141892 0.123692 0.424716 0.159165 0.0729405 0.0665769 0.0613492 0.0834912 0.0760529 0.402125 1.0468 0.597063 0.458076 1.03805 0.367855 0.384682
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.36543816055000006 35.337501601400007 0.35814795965000007 36.372781240150012 0.50749977545000013 34.176526048000007 0.50749977545000013 0.51243974730000008 0.34392682850000006 0.51484985480000012 0.51700547890000015 0.52215502530000013 0.53781323915000012 0.54749857790000023 33.151194885250007 36.625813070500008 37.020641110850008 37.360990606650006 38.703421923500009 0.4901499955000001 38.512991772500008 38.175120519550006 0.50749977545000013 0.38780276035000005 0.52772372085000019 0.54279811980000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 9 8 -2 12 -5 -12 -1 -13 -15 -16 -17 -18 -19 -9 -21 -22 23 25 26 -23 -25 -28 -29 -30
right_child=7 2 3 10 -6 -7 -8 19 -10 -11 11 13 -14 14 15 16 17 18 -20 20 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0060908128270238185 -0.17144070732287753 0.10043493274133884 -0.12080885629872273 0.10262097278985877 -0.087929676305398718 0.043520697492287708 -0.155444738037642 0.020790302250652745 0.057761189722155527 0.056709063255406859 -0.10957184404582006 0.10280613190840178 -0.11679724559992395 -0.11319913079271993 0.055239240377551527 -0.10668246509730075 0.070875999488110561 0.0246692356027991 -0.10201122900411193 -0.013874035852724892 0.017509184728255231 -0.018842077483595805 0.00047035822911645539 0.054797408063563216 -0.11463038723765202 0.06553842180668952 -0.14335663689052475 -0.047553293210065503 0.046452945068200226 -0.017271640884894145
leaf_weight=0.23618933139005027 0.63444182762759627 1.09725608676672 0.29275115564814802 0.14283573627471913 0.61524654319509853 0.7890087926207342 0.26493105130793992 1.5370072987516312 0.96606380930097657 0.41058131179306656 0.18804132635705162 0.14275899901986111 0.13025426110948501 0.092694575519999378 0.48826264590024926 0.29226546664722264 0.45138409742503427 0.089135476596879926 0.09274246060601854 3.1794897327563367 2.724664724959438 1.7848059802781775 143.26979329966844 1.0391831398010252 1.0269958219923863 1.5817024390053118 0.58700254373252381 1.3646695474744772 1.8032519135158511 1.995695386644911
leaf_count=43 11 11 6 2 5 13 12 24 37 12 5 2 18 4 8 18 12 106 71 48 48 27 2180 9 19 15 8 26 18 82
internal_value=9.66137e-06 0.00724889 0.0277721 -0.00730678 -0.0210257 0.00145552 -0.0303978 -0.000247875 -0.0330946 0.0122376 0.00947394 0.00223243 -0.0375904 0.01498 0.00665731 0.0145157 -0.0069681 0.0390524 -0.0399272 7.6852e-05 -0.000121684 0.000156507 -0.000149607 -0.008092 -0.0205363 0.0208028 -0.00630405 -0.0173456 -0.00302058 0.0129766
internal_weight=169.311 5.81634 3.37013 2.27287 2.44621 1.83096 1.04196 163.495 1.60051 0.777025 1.98012 1.83729 0.366444 1.64924 1.50648 1.41379 0.925528 0.633262 0.181878 161.894 160.357 157.178 154.453 11.1833 7.8168 3.36651 6.7898 5.75062 5.16362 3.79895
internal_count=2900 348 245 234 103 98 85 2552 48 73 228 226 61 221 219 215 207 189 177 2504 2480 2432 2384 204 162 42 143 134 126 100
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 2 2 1 1 1 0 1 2 2 0 1 1 2 0 0 2 2 2 2 1 2 2 2 2
split_gain=0.0347818 0.160148 0.275676 0.687397 0.298236 0.247578 1.03 0.45128 0.304264 0.200372 0.261194 0.167205 0.289522 1.21988 0.319548 0.25504 0.320506 0.24197 0.255713 0.939879 0.173396 0.164825 0.155762 0.167499 0.140833 0.120124 0.104456 0.0860808 0.056128 0.466463
threshold=0.47727612945000003 0.4755546241000001 0.34500464060000008 0.34512439750000007 0.34536391125000004 38.938637541200009 38.115457128050004 39.039757512550004 0.34392682850000006 0.33672644530000007 0.31810424840000007 0.47305469895000007 0.32600820335000008 42.131954243650007 41.902916368500009 0.3972336157500001 0.31123319660000009 0.31100865245000009 48.988717865950008 0.39614083410000006 0.4622167001000001 37.797539186950011 48.680511450650009 44.921040431000009 37.020641110850008 0.34427112960000006 42.406961525800007 41.24714903835001 43.19689381845 43.542456167850005
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 9 10 -1 12 14 -14 -9 16 17 18 19 22 -15 24 23 -16 -10 -2 -13 -6 -27 -30
right_child=25 2 3 4 27 7 -8 11 21 -11 -12 26 13 20 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.01870056747979516 0.033762042247241338 -0.040284000300999337 0.057664007818540253 -0.082344387358219737 0.019451473706331449 0.096778911322102951 -0.16329302507386956 0.041953529534415529 -0.10319924444548484 0.04691578048313326 -0.088999206751914473 0.038109880465677627 -0.11994629010316767 -0.010540739474845573 -0.10272986794873429 -0.045210455626821605 -0.036164949973530439 0.071389226081540122 0.028412793804343323 -0.15509411964017752 0.060772554637676147 -0.14867801984995255 0.10947646737815549 0.046569589049685278 0.085558579473315882 -0.00056789161387108195 0.0056681917200954862 -0.02778053114657153 0.03253618443578201 -0.0019633783077921078
leaf_weight=0.70685149030760663 1.0842156724611403 2.8428241307374256 1.359796133823693 0.77767556205799371 0.70147127285599686 0.53440680541098018 0.456349242645956 1.85617535212077 0.080446385726076985 1.013134312990587 0.33045493437384721 1.8423057254403823 0.9736963383329561 0.65569886246157671 0.10459353523492687 1.2743581267568513 1.3848762921988962 0.73989403247833241 1.9499807907268403 0.38894364237785339 0.71030340998549946 0.18979682830831734 0.22838598489761353 0.26688873255625367 0.077709597302600741 117.90198156833685 2.1516084825561848 0.85762231588887516 4.8424897245204219 20.553726571087282
leaf_count=29 16 37 8 20 5 4 12 30 40 15 39 12 46 36 79 46 8 4 13 3 11 4 1 8 3 1681 29 38 56 567
internal_value=1.08213e-05 -0.00347658 -0.0168711 0.00113444 -0.0317608 0.00141223 -0.0255891 0.00652982 0.000612236 0.0152847 -0.0156094 0.00320998 -0.00339594 -0.0344215 0.00546292 -0.00522401 0.00483946 0.020276 0.00740727 -0.0340165 0.0265412 -0.0858504 0.044488 0.00453324 -0.0104535 0.000601536 0.0206328 -0.00652979 0.000350638 0.00461492
internal_weight=168.839 24.4562 6.53939 3.69657 2.33677 17.9169 2.85474 15.0621 2.39839 2.05044 1.03731 14.5277 10.5338 2.3397 8.1941 6.33792 5.06356 3.67869 2.93879 0.988812 1.366 0.347953 0.599868 0.371482 0.158156 144.382 3.99391 1.55909 143.298 25.3962
internal_count=2900 580 108 71 63 472 142 330 130 83 68 326 285 93 192 162 116 108 104 91 47 47 88 87 43 2320 41 43 2304 623
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 2 1 0 0 2 1 1 0 0 0 1 2 0 0 1 0 0 0 2 2 0 2 1
split_gain=0.037687 0.639262 0.429527 0.19201 2.02361 0.237844 0.289041 0.944615 0.577254 0.302952 0.296418 0.328406 0.579014 0.37279 0.290525 0.42333 0.431003 0.595463 0.281946 0.280968 0.397257 0.227353 0.553809 0.861044 0.850724 0.516103 0.232859 0.196862 0.150462 0.143293
threshold=39.420767558750008 39.268993001500007 39.530201452500002 39.039757512550004 0.52266399210000014 38.703421923500009 0.50300889195000009 38.592454371550012 0.36927038110000004 0.50041914915000019 0.4992664890500001 35.337501601400007 0.34392682850000006 0.35814795965000007 0.50749977545000013 0.51929582950000019 0.52266399210000014 0.39051226010000012 37.663157789700008 0.56369569775000017 0.55892039160000018 0.39772761295000009 0.54017843775000018 0.54279811980000015 0.54679500610000009 38.441102963850007 37.272044000450002 0.62143349005000015 34.176526048000007 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 10 11 13 -13 28 -10 -16 -17 -18 -14 20 21 26 -23 -24 -25 -26 -19 -21 -1 -7
right_child=2 -3 -4 4 -6 29 7 -9 14 -11 -12 12 18 -15 15 16 17 19 -20 27 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.035415776654977089 -0.044342359543726589 0.048828506070946923 -4.1787888560405178e-05 -0.10709711779198675 0.032515452177880606 0.037061121045836087 -0.079343843956052748 -0.13783962563591409 0.072105850927232179 0.042540790455444788 -0.048786856263605627 -0.032165015905083909 0.059900873692756498 -0.091809833845440336 -0.052924868398709114 0.047548954726947791 -0.069737499634368455 0.051034393232901931 0.011972703779455366 -0.086998417929231991 0.075069236918836962 -0.10962706436145253 0.094505421082612159 -0.11311524857137747 -0.042105724388457354 0.10897980560911245 -0.0048122656427860115 0.035876938222795349 0.055284388439582145 0.0037698584728990425
leaf_weight=0.34662547116784537 2.2266241086035725 2.7931093566585323 128.25141702675819 1.6715897992253292 2.7398836524989747 2.7548050605691961 1.0019213221967191 0.56862837076187212 0.52829348295926948 2.2685142401605836 1.0314186993637111 1.7437467005802316 2.3529515204736526 0.64400359367391502 1.5239351256750513 1.8321840176358808 1.2483079161029289 1.4012118081736846 2.5658385658553016 0.51552865280655158 0.84824036032659922 0.53736947249854017 0.71644006809219751 0.77769308073766275 0.47751407744954122 0.42941579222679138 1.5981992018641902 0.17452745253166313 0.38721668184734881 2.4363223308973829
leaf_count=61 24 24 2024 14 34 24 7 9 6 13 9 38 31 18 27 20 15 30 24 150 14 28 10 17 40 2 23 116 12 36
internal_value=8.65788e-06 0.00278385 -0.000797783 -0.000877855 -0.0203864 0.00192445 -0.00204466 -0.0115622 -0.00628662 0.00985564 0.00168233 0.0081565 0.0173472 -0.0362848 -0.000481365 -0.00365567 0.00345674 -0.00580288 0.0348996 0.00487243 0.0110543 0.0019096 -0.0178599 0.00267802 -0.0363745 0.0294307 0.0212772 -0.0559211 0.0124428 0.0214367
internal_weight=168.393 37.9154 130.478 35.1223 4.41147 30.7109 25.5197 14.1794 13.6108 11.3403 9.0718 8.04038 6.66254 1.37785 12.6089 12.0806 10.5566 8.72445 4.91879 7.47614 6.78608 5.93784 2.93843 2.40106 1.68462 0.90693 2.99941 0.690056 0.733842 5.19113
internal_count=2900 852 2048 828 48 780 720 514 505 206 193 184 93 91 498 492 465 445 55 430 164 150 97 69 59 42 53 266 73 60
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 2 1 1 0 0 1 0 2 0 2 1 2 0 2 2 2 0 1 1 1 2 0 1 2
split_gain=0.0420919 0.170184 0.290698 0.422718 0.168241 0.191959 0.135345 0.169326 0.149291 0.211035 0.159775 0.117631 0.111437 0.100757 0.105869 0.101404 0.369532 0.116136 0.0888606 0.081994 0.161777 0.104712 0.496311 1.10181 0.149419 0.517409 0.142481 0.117127 1.27279 1.70729
threshold=35.461062230100005 0.49678153350000009 0.50041914915000019 35.131296350900008 34.542090938800008 34.176526048000007 32.785955158400007 0.38185982460000006 0.38733870245000007 0.53781323915000012 0.54475913895000005 0.34392682850000006 0.56793209785000009 36.072790850000011 0.50109278165000015 36.514114975300011 0.36543816055000006 36.82350895510001 0.53136133645000017 36.921550069850007 37.186372654950006 37.858673296900008 0.52266399210000014 0.39458399450000009 0.40621538280000008 0.45280081435000008 38.052786106700005 0.50300889195000009 0.36195024100000012 40.660558922250004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 -4 -8 -10 -11 -1 -12 14 -2 16 -15 -17 -9 -19 -21 22 -22 -24 -25 -26 -23 28 -28 -30
right_child=13 2 3 -5 -6 -7 8 18 9 10 12 -13 -14 15 -16 17 -18 19 -20 20 21 26 23 24 25 -27 27 -29 29 -31
leaf_value=0.0085079524049608852 -0.04688663693786483 0.055400843630778733 -0.1241430347215168 -0.11830558670447491 -0.07096504658716446 0.090476719601034802 0.07498733762447192 0.07100867433260169 -0.064149834061774644 0.086802467430547439 -0.10263493137079734 -0.11400234354505286 0.059373058654144079 0.071360060393697952 0.0029052423168614756 -0.028476394224520835 -0.013802188319712055 0.020693931333983374 -0.10179257593913951 -0.029022484058769039 0.054197267419529897 -0.031418505284193904 -0.14051348193937613 0.059047915423843259 -0.11470844280293035 0.062187771053383967 6.3820623574045544e-05 0.0030436687636214085 -0.19605127385542073 -0.025141612909631635
leaf_weight=0.23073828071392088 0.94122028358105925 1.3966901371022689 0.14202830719295878 0.27992070187497109 0.45562861079815775 0.19629934197291732 0.46097335033118703 0.11615486894152127 0.29107054969063029 0.30885043181478977 0.099004126701402129 0.11868976352934624 0.074336876204824875 0.8770120824920008 0.78164685138108325 1.4466836161227536 1.2159360419609582 1.8892847951501597 0.040009090502621802 1.9319246876730165 1.8178695639362552 1.4587198131398498 0.53641558613162477 0.7332108807750044 0.26795883743579907 0.43178623651328962 77.682807806800156 68.134970899732252 0.74469655181019279 2.7168174689286388
leaf_count=43 15 12 3 13 11 8 8 6 9 5 12 27 52 9 33 36 39 12 103 36 27 24 8 8 24 29 849 1349 15 75
internal_value=1.28443e-05 0.00988519 0.0211158 -0.00530598 -0.0261056 0.0113476 0.0153351 -0.0451268 0.0299427 0.00308974 0.0436783 -0.033105 -0.0331582 -0.000241215 -0.0242966 1.47929e-05 0.0218835 -0.00027164 0.0267371 -1.39565e-05 -0.000264013 9.5535e-05 0.0165184 -0.0182618 0.0275021 -0.00555248 -0.000317084 -1.31688e-05 -0.00257992 -0.0619104
internal_weight=167.819 4.21039 3.20904 1.81235 1.00136 0.545727 1.53243 0.298192 1.23424 0.773262 0.482191 0.349428 0.173341 163.609 1.72287 161.886 2.09295 159.793 0.156164 158.346 156.457 154.525 3.78724 1.96937 1.43296 0.699745 150.738 149.279 81.1443 3.46151
internal_count=2900 312 223 211 89 78 198 112 86 78 69 70 64 2588 48 2540 48 2492 109 2456 2444 2408 96 69 61 53 2312 2288 939 90
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 2 1 0 0 2 2 1 2 1 1 0 2 2 0 2 0 2 0 0 1 2 0 0 2
split_gain=0.0357089 0.146493 0.495356 0.696951 0.581887 0.277082 0.117869 0.10461 0.09381 0.107102 0.0808012 0.0841273 0.316431 0.0998359 0.364789 0.205594 0.0838253 0.0811213 0.0692924 0.055411 0.0544074 0.35791 0.830318 0.527749 0.918938 0.546356 0.255624 0.143979 0.233506 0.454896
threshold=35.461062230100005 35.337501601400007 0.49850303880000008 0.35814795965000007 0.36597706655000006 35.131296350900008 34.176526048000007 0.34392682850000006 0.53781323915000012 0.54749857790000023 36.072790850000011 36.514114975300011 0.36543816055000006 37.020641110850008 0.36543816055000006 0.36998892250000009 0.50109278165000015 37.360990606650006 33.151194885250007 0.52290350590000012 38.703421923500009 0.4901499955000001 38.441102963850007 0.50749977545000013 0.52772372085000019 0.39685937550000011 38.938637541200009 0.55892039160000018 0.55980359870000018 37.663157789700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -1 -6 -10 16 12 -12 14 -13 -16 -2 19 -11 -15 21 -19 23 -23 -25 -26 -22 -27 -29 -30
right_child=10 -3 4 -5 5 -7 -8 -9 9 18 11 13 -14 17 15 -17 -18 20 -20 -21 26 22 -24 24 25 27 -28 28 29 -31
leaf_value=0.0076640214025044924 -0.0415464544340855 0.057040807409852623 0.097224790821884496 -0.14352942087407339 -0.014822258626175392 -0.11992178694129869 0.052373257492405949 -0.11310668648933087 0.067808765138057711 0.03151924487232334 0.067453692052686198 -0.056943836253931325 -0.012367545281548115 0.0036611237101472176 0.046785766323778566 -0.015396876407882462 0.0026154459069209889 0.020389940254888418 -0.10151614935155451 0.032714848452193808 0.028067991034037499 0.083394501472891472 -0.079720498388332006 -0.068986265261424637 0.098099168653233995 -0.019439502967651463 -0.00029741073486200844 0.094096731220203483 0.082166932978901375 -0.11217663624375396
leaf_weight=0.23054261048309788 0.95519614726072066 0.55455144583856952 0.80564847961068187 0.48137274375403649 0.74042753427056573 0.19355635712281571 0.36289957549888641 0.10410962417483915 0.39078330367192393 0.084861602062346719 0.83714678678370491 1.3882697782901225 1.2210048696924785 1.373640907229855 0.8567525073885921 1.4014720445584314 0.7814405909953166 3.2758006676122005 0.072686225905215451 1.2572498032259316 3.2511201624220112 0.65998830832540978 1.7385989871690979 1.7895600990159435 0.70848275348544154 1.5853373970021496 139.44912006841332 0.35000719316303719 0.24538986513016425 0.23653432830542442
leaf_count=43 15 12 10 15 24 6 12 18 10 106 9 12 39 15 3 45 33 42 56 33 36 7 31 33 3 34 2144 4 14 36
internal_value=9.65353e-06 0.00931895 0.00168552 -0.0509732 0.0288191 -0.00835986 0.0128989 -0.0299075 0.00839542 0.0397469 -0.000219511 1.10221e-05 0.0200995 -0.000248086 -0.0166044 0.00819473 -0.0216748 0.000134437 -0.0298579 0.0175453 -0.000164383 -0.00708018 -0.0193837 -0.000568298 -0.0118421 0.0208741 0.000348834 -0.00175997 0.0319303 -0.0132193
internal_weight=167.384 4.02144 3.46689 1.17892 2.28796 1.48232 0.697552 0.334652 1.28876 0.548331 163.362 161.625 2.05815 159.567 3.64649 2.25822 1.73664 155.921 0.157548 2.63089 153.29 10.5897 7.3139 5.5753 4.91531 3.12575 142.7 2.41727 0.831931 0.481924
internal_count=2900 312 300 88 212 202 73 61 196 172 2588 2540 48 2492 60 48 48 2432 162 48 2384 204 162 131 124 91 2180 88 54 50
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 1 2 0 2 1 1 0 0 0 0 0 2 0 0 2 2 2 0 0 0 0 0 1 1
split_gain=0.0343918 0.239937 0.693042 0.339308 0.317523 0.199621 0.395816 0.160377 1.63113 0.0986809 0.0936458 0.223143 0.154268 0.292209 0.125204 0.0755298 0.0589178 0.0559152 0.375781 0.516458 0.137962 0.130188 0.0942384 0.721419 0.176178 0.0787233 1.03773 0.732388 0.69069 1.1094
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.36543816055000006 35.337501601400007 0.35814795965000007 36.372781240150012 0.50749977545000013 34.176526048000007 0.37852160115000005 0.38185982460000006 0.52215502530000013 0.53781323915000012 0.54384599265000022 0.56793209785000009 0.56859076075000015 36.921550069850007 0.50449088350000015 0.52877159370000015 37.186372654950006 36.735256530150004 37.663157789700008 0.52266399210000014 0.54475913895000005 0.50300889195000009 0.50579323975000012 0.49678153350000009 0.37668033890000002 0.36998892250000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 9 8 -2 -1 -5 -12 -13 -14 -15 -16 -17 18 -9 -20 -19 -21 23 -22 -25 27 -27 -24 29 -28
right_child=7 2 3 10 -6 -7 -8 17 -10 -11 11 12 13 14 15 16 -18 20 19 21 22 -23 25 24 -26 26 28 -29 -30 -31
leaf_value=-0.027814813899305509 -0.15662246838854749 0.097904978862013547 -0.11543672986312836 0.072528954986231672 -0.081145307393675703 0.043611444255591242 -0.14125913726604486 0.0392973745408981 0.053105731192095211 0.048499712504096175 -0.12090138227725949 0.0476805737655542 -0.10557022840751079 0.066942162983816486 -0.10227741498900994 0.08319274628580775 -0.10024971173574621 -0.026767272524152605 -0.081851275280142438 -0.010522386408143607 0.075795095901550161 0.054844338108157559 -9.0231440030926421e-05 -0.073021054062359689 0.0046559557376324124 0.058005289476780388 0.0045061633255151726 -0.042396187561730074 0.0018849169848167405 -0.11446895340541692
leaf_weight=0.32565882568599069 0.62611436983570345 0.93478975445032153 0.25010011022095557 0.20558814890682686 0.56861810409463931 0.75016276126552839 0.22457891913109052 2.2673984157881923 0.90951021483306249 0.35322460747556761 0.13745558261871327 0.65995093458332099 0.25417607228155248 0.29720697947777808 0.091722665185670849 0.059205432888120413 0.024860106846489316 1.9368745320098231 0.80976549163460765 0.62861384152529332 1.1631939340149977 0.5912830164670595 77.940505616374139 0.60345510882325448 0.56571980336593697 3.1862815980421137 1.8596393683692434 4.3187648136226917 63.098751776730751 1.3546830372652037
leaf_count=61 11 11 6 5 5 13 12 13 37 12 2 16 17 8 28 2 150 36 7 24 15 16 898 11 34 40 33 57 1277 43
internal_value=1.28473e-05 0.00806802 0.0269372 -0.00656328 -0.0166839 0.0054819 -0.0261778 -0.000242816 -0.0324059 0.0118918 0.00917467 0.000631393 0.0126746 -0.0190954 0.027374 -0.0395243 0.0289446 6.52487e-05 0.0113185 -0.0199375 -0.000244671 0.0211608 8.87097e-05 0.0200369 -0.0354361 -0.000217873 0.00225999 -0.00231137 -0.000418521 -0.0456362
internal_weight=166.998 5.1373 2.91506 1.98027 2.22224 1.65363 0.903462 161.861 1.53562 0.678883 1.73017 1.52458 1.38712 0.727171 0.472995 0.175788 0.0840655 160.325 4.29706 2.02966 156.028 1.2199 154.091 2.33237 1.16917 151.759 69.4994 82.2593 66.3131 3.21432
internal_count=2900 348 245 234 103 98 85 2552 48 73 228 223 221 205 188 180 152 2504 60 47 2444 40 2408 60 45 2348 1393 955 1353 76
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 1 0 1 0 0 1 1 1 1 2 0 1 2 1 1 1 2 1 0 2 1 0 2 1
split_gain=0.0336046 0.232087 0.284079 0.146559 0.156554 0.345505 0.442185 0.158086 0.216443 0.266882 0.222675 0.10927 0.144825 0.108957 0.326411 0.801988 0.697445 0.286232 0.124703 0.123177 0.126705 0.727705 0.454164 0.350816 0.521333 0.345067 0.329594 0.314417 0.183097 0.300918
threshold=0.57995269605000022 41.792045663550006 0.62143349005000015 0.58388970390000006 0.59014700160000022 0.43808568605000003 0.45664800455000004 0.59665878265000016 0.46128858420000007 0.60665848330000005 0.61802041855000012 0.49703601690000004 0.49901200560000009 0.46208197360000008 0.45206730335000006 38.771633980050005 0.56639022785000004 0.44705248345000009 39.468990633150007 0.43967246490000006 0.42829556000000008 0.42892428370000008 42.297164883650005 0.43166372265000008 0.54679500610000009 43.509905336500005 0.42194844465000009 0.54475913895000005 41.061442884200012 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=13 2 -2 -3 -5 -6 -7 -8 -9 -10 -11 -12 -13 14 17 -16 -17 19 -15 20 26 -22 23 24 -23 -24 -1 -28 29 -25
right_child=1 3 -4 4 5 6 7 8 9 10 11 12 -14 18 15 16 -18 -19 -20 -21 21 22 25 28 -26 -27 27 -29 -30 -31
leaf_value=0.00042737861170848748 -0.11173032752865353 -0.029881147674590155 0.011219931944514414 0.038941029967832969 0.1075687083221329 -0.12028613846193614 -0.053416330786958392 0.066701979052826293 -0.073370984219495561 0.054207266276867894 -0.065519314689755151 0.067087975572047487 -0.014040232550379459 0.048781817842681943 0.053778520325546642 -0.13468658320750801 -0.0063599461930789816 0.033919985145194793 0.002945398811637957 -0.023776274010485553 0.099342414438191334 -0.10224307294596247 -0.073190591123987084 -0.031228519090767393 0.031647242033830958 0.02101217334838602 0.0061919385698174312 -0.054591990760286306 0.048118421613485535 0.043207708966795808
leaf_weight=137.23119041933194 0.43535013902601249 1.3892074498435247 0.33065256951343258 1.1709153049159793 0.27058262666105282 0.32930398330790911 0.4815385855326898 0.5278355565387759 0.45385594592517042 0.7826722809695642 0.29490273067494843 0.27142943907529105 1.1621930817727841 0.98380744895166516 0.69586445165259592 0.89098337238101499 0.80723545933142304 2.5315207996090967 1.496270372503204 2.1454408801073432 0.86199637548997809 0.56143928156234302 1.1787704522721467 1.0355992034310477 0.60332665812893538 0.58025420910780656 1.4127612676820711 2.1401433154351253 2.3351178672164679 1.1419990113790843
leaf_count=1810 158 28 176 22 5 9 21 5 24 39 17 3 142 25 20 26 18 39 31 41 11 12 15 27 30 56 22 33 17 18
internal_value=1.527e-05 -0.00635005 -0.0586576 -0.000733942 0.00631391 -0.00203786 -0.008929 0.000297574 0.00770271 -0.00280028 0.00995417 -0.0100835 0.00131987 0.000332282 1.99882e-06 -0.0366382 -0.0736875 0.000572498 0.021128 1.42691e-05 0.000356638 0.0123644 0.00228238 0.016038 -0.0328904 -0.0421157 -0.000351157 -0.0304221 0.0286668 0.00780811
internal_weight=166.534 7.90044 0.766003 7.13444 5.74523 4.57431 4.30373 3.97443 3.49289 2.96505 2.5112 1.72853 1.43362 158.634 156.154 2.39408 1.69822 153.76 2.48008 151.228 149.083 8.2985 7.43651 5.67748 1.16477 1.75902 140.784 3.5529 4.51272 2.1776
internal_count=2900 649 334 315 287 265 260 251 230 225 201 162 145 2251 2195 64 44 2131 56 2092 2051 186 175 104 42 71 1865 55 62 45
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 1 1 1 2 2 1 1 1 1 0 2 1 0 1 1 1 2 0 0 0 2 0 2 1 1
split_gain=0.0341082 0.535993 1.62983 0.696124 0.475998 0.386077 0.345667 0.433421 0.323672 1.15639 0.254196 0.27195 0.230968 0.223713 0.410345 0.264849 0.742547 0.542648 0.38308 1.58705 0.775765 0.566284 1.60632 0.882812 0.889228 0.457279 0.366627 0.497787 0.866644 0.83813
threshold=0.34744468730000005 0.35585760905000008 42.564639561200003 0.35759408400000009 0.35877668335000007 0.36730936200000003 0.37138109635000011 0.37401574800000009 38.703421923500009 42.131954243650007 0.3465914194000001 0.34632196640000007 0.35165114815000004 0.3459626957000001 0.48607826115000008 42.686561923500008 0.34581299960000006 0.48320409570000006 0.34545372890000009 0.34560342505000002 0.3453339720000001 41.872669623500009 0.47470135625000004 0.48140774230000011 0.47997065955000012 41.726652433350004 0.47943175355000006 41.395309858300003 0.34458549145000011 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 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 12 -3 -5 8 -7 -8 -6 -10 11 13 -2 14 15 17 -17 18 20 -20 21 23 -23 24 26 -21 27 28 -1 -30
right_child=1 3 -4 4 5 6 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 25 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.006651662542010767 0.043288637630207565 -0.075092466047330164 -0.037220604882157927 0.055131606005100156 -0.0067886888426677526 0.031493050804136828 -0.072046772992632291 0.00084654949232712291 -0.12655919190554338 -0.00058384074731804314 -0.030440460064712894 0.040707769631091739 0.088133046811459614 -0.022726363265219419 0.030340230657970549 0.0020637615169693201 0.077038614848897152 -0.052507337548004351 -0.089819044635143216 -0.021841222846759281 0.045538453606654754 0.059073172566354804 -0.098167733475302818 0.057794790204553539 -0.074764770460399615 0.034656997434455959 0.037443622649857733 0.027535900517785164 -0.086730097115604643 -0.0035137161566335521
leaf_weight=7.6713594428113279 2.7243861190509042 1.2468293994371595 2.5375775559332396 1.547241054345476 6.3053729417833875 3.6654105671768766 0.82507458468899031 71.851166402215682 1.139442349522142 2.0212796861014795 2.9406948946416369 1.5714262928813685 1.9855500778940038 4.5710496159153982 4.2084404341876498 15.647836245744658 1.4427665249095287 2.4075562320649615 2.4603125521680322 2.8861135286279023 3.5652604916263035 0.97515403278521207 1.9465365237556396 2.4490789733827105 1.710286609828471 2.8444098482141271 2.3566517345607272 3.6856206095544612 2.5567186697353463 2.2982508019099441
leaf_count=148 22 22 22 22 52 45 22 1737 22 48 22 14 26 37 27 264 11 19 33 21 30 41 38 12 14 24 12 41 25 27
internal_value=1.26701e-05 0.0012392 0.0273856 -0.000899544 0.000159421 -0.000831809 0.00153018 1.90104e-05 -0.0198807 -0.045998 -0.0016621 -0.000403781 0.0621935 -0.00138734 0.000208761 -0.00201967 0.00839304 -0.00648952 -0.00352766 -0.02264 0.00183076 -0.00424454 -0.0456864 0.00108284 -0.00576626 0.00620231 0.000588946 -0.00476844 -0.0142733 -0.047337
internal_weight=166.045 95.8493 7.24751 88.6018 87.355 85.8077 76.3417 72.6762 9.46609 3.16072 70.1955 67.2548 4.70994 65.6834 61.1124 56.9039 17.0906 39.8133 37.4058 8.19084 29.2149 25.6497 2.92169 22.728 20.2789 5.73052 18.5686 16.2119 12.5263 4.85497
internal_count=2900 2040 70 1970 1948 1926 1804 1759 122 70 860 838 48 824 787 760 275 485 466 78 388 358 79 279 267 45 253 241 200 52
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 0 1 1 0 1 2 2 2 1 2 1 0 1 2 0 1 1 1 1 1 2 0 0 1
split_gain=0.0372869 0.299221 0.265875 0.242778 0.206124 0.162464 0.127233 0.649683 0.69337 0.579189 0.481363 0.45874 0.447182 0.456304 0.472395 1.69266 0.778586 1.90843 0.453314 0.418394 0.324717 0.95814 0.492348 0.774168 0.325647 0.442383 0.623703 0.401426 1.68736 0.415397
threshold=41.322103772800006 41.395309858300003 41.134354310300004 41.21013581150001 0.34560342505000002 41.061442884200012 0.48271009850000007 0.36000419150000007 0.36501901140000009 0.48101853240000009 0.34632196640000007 40.878805547300004 40.580626202750004 40.380906245900007 0.34524415440000006 39.468990633150007 0.34479506600000004 0.47814436690000012 0.3459626957000001 38.938637541200009 0.50041914915000019 0.36597706655000006 0.36927038110000004 0.36998892250000009 0.37668033890000002 0.38906020780000011 38.115457128050004 0.51818807820000012 0.52161611930000007 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 -9 11 -8 12 13 14 16 18 17 19 -16 -1 -10 -22 -23 -24 -25 26 -26 -27 -29 -30
right_child=1 -3 3 4 -6 -7 7 8 20 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 23 24 25 27 -28 28 29 -31
leaf_value=-0.013251681588806206 -0.034998655231107463 -0.00040441374604634808 0.041961185690515948 -0.016124706964676751 0.025056161971707781 -0.027819288766752194 0.0037072247772995206 -0.049886904173528618 -0.037731715938950937 -0.065454148019794989 0.059954783225163601 0.053166826438243248 -0.051977551347066345 0.046854842204208824 0.10596749324402994 -0.1085197331451334 0.047740827179295682 -0.13359775540274613 -0.017164949528781177 0.041010304620360892 0.073530273367798701 -0.069673464373610286 0.1080907342923553 -0.037167274219680427 -0.011007883617932963 0.079487264770838992 0.051170310783091304 -0.14860316526458692 0.023711634243592614 -0.0060762757349111258
leaf_weight=3.5657530630496783 2.5813399647804536 79.599620333392522 2.9103877924935651 2.3189746326534078 2.5541760851074287 2.0867416655428306 2.8556454926729193 2.7299293576797927 1.9652013973682176 1.5330078525003035 3.2565595277119428 1.4181332487496536 1.8822374111041416 1.8066023697901972 0.63118488733448364 1.6478448043635578 2.8355196493882886 1.126825515180826 0.56808899174814087 2.3624840007396415 1.8860244490206231 0.97236296162009139 0.68053371086716552 2.1671584284631527 2.7111785616725674 0.58728689470445061 3.9836939759552479 0.78575234487653034 5.8557579829357591 23.345063368142576
leaf_count=106 22 1518 22 19 25 22 21 24 20 14 33 13 19 16 6 24 25 11 40 20 7 10 5 38 31 11 19 10 33 716
internal_value=1.90131e-05 -0.00149103 0.00151362 0.0191081 0.00545952 -0.000306361 0.000478392 0.00298159 -0.000953987 -0.00646916 0.0336757 -0.00140185 -0.00611286 -0.000177326 -0.00684795 -0.0427414 0.00348439 -0.0143028 0.0476404 0.00837247 0.0020185 0.00383624 0.000637199 0.00234143 0.000516541 0.00270784 0.0259904 -0.00239044 -0.00399401 -0.000102787
internal_weight=165.211 82.181 83.0301 7.78354 4.87315 75.2466 73.1598 53.7821 47.6699 19.3777 6.11221 17.8447 16.4265 14.5443 12.7377 2.84712 9.89058 7.05506 1.19927 5.92824 44.94 42.9748 41.0888 40.1164 39.4359 37.2687 6.69487 30.5739 29.9866 29.2008
internal_count=2900 1540 1360 66 44 1294 1272 978 924 294 54 280 267 248 232 70 162 137 46 126 900 880 873 863 858 820 50 770 759 749
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 0 2 1 2 0 2 2 1 2 1 1 0 0 0 0 0 1 0 2 0 2 1 0 2 0
split_gain=0.0443415 0.243009 0.383485 0.352096 0.623512 0.284829 0.175182 0.161047 0.150629 1.31284 0.23038 0.108593 0.316881 0.0877411 0.0827307 0.195501 0.151976 0.237575 0.266382 0.106483 0.0719718 0.0694149 0.0529864 0.0493823 0.296314 0.637304 0.471934 0.397129 0.297385 0.798185
threshold=35.97706729810001 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.36597706655000006 0.50482021495000018 35.337501601400007 0.35585760905000008 36.372781240150012 0.50749977545000013 36.514114975300011 37.020641110850008 0.36543816055000006 37.360990606650006 0.37852160115000005 0.38185982460000006 0.51243974730000008 0.52215502530000013 0.53781323915000012 0.54384599265000022 0.56793209785000009 0.38733870245000007 0.56859076075000015 38.703421923500009 0.54679500610000009 38.386256906100009 0.42892428370000008 0.56369569775000017 38.052786106700005 0.50749977545000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 7 -4 9 -2 -10 12 -12 -13 -7 -16 -17 -18 -19 -20 -21 -14 -22 24 25 28 -26 -28 29 -15
right_child=8 2 3 4 5 14 -8 -9 10 -11 11 13 21 23 15 16 17 18 19 20 22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.079777177467884652 -0.1440513765253966 0.11149056987405576 -0.014807924316147685 0.096160170718599725 -0.1128798683450789 0.069948751500276865 0.0086504201348056708 -0.099123865693463598 0.048892346051476604 0.047212987599466266 -0.055170756118724108 0.018248662376631052 -0.011000229434931272 0.027343982838709098 -0.11845637990381314 -0.10915301444892203 0.070835850848038409 -0.10501762057741089 0.063647806406340351 -0.10207181936960352 0.081922961825123486 0.024586215386380592 -0.10022785348186154 0.00031093193836808503 0.10394157615210874 -0.060032841942522557 0.029459895508362418 -0.11040658888405951 0.024363351316886925 -0.070477024755826526
leaf_weight=0.28823546311264081 0.61272890018881188 0.37732025235891331 0.42270497274512286 0.8979315068572763 0.21738513941818371 0.19569854461587954 0.62817015999462456 0.48812965716876988 0.95926451662307854 0.86621922091580927 1.3739695620624837 2.6290947510078686 1.1433958262205126 1.7702080572835242 0.12578203156590451 0.095991224516183027 0.5433439055632332 0.23136650750529952 0.28719026455655694 0.083894934314230341 0.056967730633914471 1.0528561357878059 0.022190634217878369 140.60240331159184 0.58750112721463565 2.247116141137667 0.74973435240099184 0.27838041577365402 3.0644013819401152 1.5774537549004888
leaf_count=50 11 2 21 11 6 5 6 24 12 37 12 48 6 26 2 3 13 17 8 28 2 42 150 2180 8 29 20 57 36 28
internal_value=2.71756e-05 0.00933635 0.0148317 0.00634359 0.0277283 -0.00531114 -0.0319757 -0.0599941 -0.000262421 -0.0320279 3.48503e-05 -0.000263522 -0.0175045 0.000137465 0.00892624 0.000671736 0.0120153 0.0215104 -0.0178093 0.0270044 -0.0375366 0.00605947 0.0308602 -0.00017813 -0.00687055 -0.0142059 0.0324445 -0.00841145 0.00185422 -0.0187503
internal_weight=164.477 4.9623 4.67407 4.29675 2.75774 1.85981 1.539 0.910835 159.515 1.47895 158.036 157.077 3.57022 153.506 1.64243 1.44673 1.32095 1.22495 0.68161 0.450244 0.163053 2.19625 0.0791584 150.877 10.2748 8.65918 1.61562 1.02811 6.41206 3.34766
internal_count=2900 348 298 296 245 234 51 45 2552 48 2504 2492 60 2432 228 223 221 218 205 188 180 48 152 2384 204 119 85 77 90 54
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 2 1 0 1 2 0 1 0 0 2 1 2 2 2 1 2 0 2 0 1 2 2 2 0
split_gain=0.0408164 0.14166 0.31621 0.490255 0.430051 0.198815 0.111086 0.119428 0.163081 0.115379 0.0954952 0.0944896 0.0928261 0.0854409 0.0728174 0.0579136 0.491828 0.0617304 0.1363 0.0876199 0.253341 0.0837718 0.218239 0.266445 0.281796 0.176867 0.122681 0.0789533 0.20872 0.626891
threshold=35.461062230100005 35.337501601400007 0.49850303880000008 0.35814795965000007 0.50041914915000019 35.131296350900008 32.785955158400007 0.38733870245000007 0.53781323915000012 0.38185982460000006 33.96174662340001 0.54475913895000005 0.33960061075000009 0.56793209785000009 0.53136133645000017 36.072790850000011 0.36449507500000006 36.514114975300011 36.372781240150012 37.020641110850008 0.36543816055000006 37.858673296900008 0.52324780695000006 37.572218886150004 0.54384599265000022 0.37308763210000007 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 9 -8 -9 -6 12 -10 -1 -13 -11 16 -2 18 -17 20 -19 22 25 24 -24 -21 -23 -28 29 -29
right_child=15 -3 4 -5 5 -7 7 8 11 14 -12 13 -14 -15 -16 17 -18 19 -20 21 -22 26 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0087856128425887869 0.050851045829718049 0.057076939235824443 0.10415943402103174 -0.12988885989411922 -0.11612259470911135 -0.11330644935753505 0.070623033430540064 -0.062801662170506742 0.076544594914399924 0.060239250746179154 0.041791109748552296 -0.10198622684807593 -0.11291764694673777 0.059989530722863421 -0.10216079967214542 -0.0076036496484103849 -0.06285418523614994 -0.049137790318058865 0.04524288604179473 0.0040920219794854861 0.0054703764082353864 -0.029975048019707764 -0.12280448733501111 0.023600025695868724 -0.0090401959066187844 0.05039917846821116 0.017484970284007088 -0.056003641974373131 0.00027986217088593715 0.028691420654454076
leaf_weight=0.17352793580721459 0.61838745266140793 0.55419485409879587 0.51741984761611082 0.39608448115723149 0.12694089754950244 0.14498555617342379 0.37028887495398499 0.25456512876553461 0.25051589496433735 0.10084885550895706 0.39672214398160577 0.071474964089247806 0.098100547033368457 0.059823400457247544 0.038018165376058732 1.0217659464942688 0.98850260977087601 1.3876148653071134 0.93433411654041254 1.5967496361117803 2.1909202102424388 1.3810650431228157 0.35496041720034532 0.89744576267366938 0.56319445073313545 1.7060933569446204 2.5291330066829678 2.2955837608096767 140.59129881911213 1.4111533375607903
leaf_count=38 13 12 8 15 3 6 8 9 5 6 16 12 19 52 103 36 35 12 12 29 48 24 12 32 36 11 48 34 2180 26
internal_value=2.74324e-05 0.0106281 0.00204556 -0.0417313 0.0261285 -0.00235537 0.0102864 0.0254689 -0.000804802 -0.0472131 0.0105135 0.0405301 -0.0351684 -0.0281853 0.0157784 -0.000207315 -0.0190964 -1.62509e-05 0.0176386 -0.000236349 -0.0157045 0.000124667 0.0127025 -0.0151478 -0.0530217 0.0280121 -0.000309717 -3.06827e-05 -0.000337682 -0.0237603
internal_weight=164.022 3.55351 2.99932 1.06444 1.93488 1.41746 1.27248 1.00667 0.636379 0.265808 0.668351 0.381814 0.271628 0.131298 0.138867 160.468 1.60689 158.861 1.9561 156.905 3.57854 153.327 5.11844 1.8156 0.918155 3.30284 148.208 146.827 144.298 3.70674
internal_count=2900 312 300 88 212 204 198 86 78 112 73 69 57 64 109 2588 48 2540 48 2492 60 2432 120 80 48 40 2312 2288 2240 60
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 2 2 2 0 0 2 2 2 1 1 2 2 0 0 1 0 1 1 0 1 1 1 1 2
split_gain=0.0405503 0.147192 0.309021 0.325237 0.678349 0.679777 0.229573 0.85401 0.343317 0.277279 0.140073 0.265326 0.145831 0.140493 0.440058 0.306608 0.360303 0.166774 0.217746 0.254386 0.133617 0.134728 0.109667 0.158238 0.197573 0.727916 0.590204 0.424011 0.611802 0.729866
threshold=0.47727612945000003 0.47577916830000005 0.34479506600000004 41.395309858300003 0.34524415440000006 0.34581299960000006 38.938637541200009 38.115457128050004 39.039757512550004 0.42314601355000009 0.47305469895000007 40.742467179200005 41.395309858300003 43.57842012870001 0.3621298763500001 0.32144247180000002 41.902916368500009 45.154229826150008 0.45612406815000006 0.37331217625000007 0.33960061075000009 0.46928235680000008 0.34458549145000011 0.3447651268000001 0.48101853240000009 0.34494476210000008 0.34503457980000002 0.34491482290000003 0.34515433670000012 42.131954243650007
decision_type=2 2 2 2 2 2 2 2 2 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 -8 -1 11 -10 -13 14 15 16 -14 18 19 -15 -11 -22 -2 -24 27 -26 -27 -25 -29 -30
right_child=22 2 3 4 5 -7 8 -9 10 20 -12 12 13 17 -16 -17 -18 -19 -20 -21 21 -23 23 24 25 26 -28 28 29 -31
leaf_value=-0.082695148581024919 0.018722659655191331 -0.05801182285865835 -0.053885971269275183 0.038576703124209952 -0.1463268341298814 0.017986893859200034 0.088842562600277425 -0.15527701400669447 -0.049345976577653002 0.042852205018101969 0.017736576410818015 0.037766700193132663 0.083631517776193404 0.053100727389088866 0.075634617837358517 -0.1112067546161542 -0.1061098755050896 -0.0031053872069339971 0.081908316748126778 -0.10422284573281877 -0.044916937309795055 0.028013112663815572 -0.024468431913164918 0.045147100976372118 -0.074781022180722675 0.07539943283384283 -0.00083014832087724671 -0.039597822515110369 0.027818417515875261 -0.015180025344171981
leaf_weight=0.35364743429136769 3.2875868818227891 1.4263560918152496 1.0307768308557568 2.4476979114697319 0.47254380001322693 0.5389271687308792 0.47841274458914895 0.43071286106714968 1.1287189574941283 0.85984911047853518 4.3889115361380382 1.0155303924693715 0.23224557185312533 0.24438730580732215 0.28929412798606791 0.58146401802332548 0.17586118064809853 5.939314621820813 0.56457090098410845 0.17737683048471808 0.53987231666695812 0.47720860898516548 2.543643180280923 2.8748900704085854 1.3215700164437283 1.0251885503530491 109.4508777495941 2.7612469296436783 10.229435183107855 6.428436034184414
leaf_count=68 30 14 10 31 29 12 4 12 24 19 53 18 14 7 11 38 60 68 5 40 35 8 16 16 10 4 2063 29 75 77
internal_value=2.53804e-05 -0.00379111 -0.0174633 -0.00458191 0.0101099 -0.058778 0.000733526 -0.026363 0.0054727 -0.00147039 0.00276636 -0.00358251 0.00201986 -0.00240478 -0.032857 -0.0645737 0.00186824 0.00321841 0.0412978 -0.0130632 0.0138338 -0.0106986 0.000674369 0.000240109 0.000708816 -0.0010053 -0.000122758 0.00930458 0.0039983 0.0112249
internal_weight=163.717 23.7937 5.9163 4.48995 3.45917 1.01147 17.8774 2.66129 15.2161 2.23058 14.7377 10.3488 9.22004 8.20451 1.27886 0.989571 0.408107 6.92565 0.986335 0.421764 1.87693 1.01708 139.923 136.635 134.092 111.798 110.476 22.294 19.4191 16.6579
internal_count=2900 580 96 82 72 41 484 142 342 130 338 285 261 243 123 112 74 120 52 47 62 43 2320 2290 2274 2077 2067 197 181 152
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 1 0 0 0 2 0 1 2 2 0 2 2 1 2 0 0 0 0 1 2 0 1 1 0
split_gain=0.0472549 0.523866 0.357471 0.200285 0.528101 0.28079 0.175465 1.80513 0.453929 0.511657 0.492941 0.431607 0.517709 0.357099 0.274789 0.265024 0.227658 0.216046 0.181302 0.14851 0.310305 0.628539 0.467571 0.4458 0.447621 0.132523 0.120193 0.109898 0.089696 0.0842867
threshold=39.420767558750008 39.268993001500007 39.530201452500002 0.46594413340000007 37.272044000450002 0.42314601355000009 0.39078171310000004 0.52772372085000019 0.52029879345000019 0.50300889195000009 38.592454371550012 0.52803808270000008 0.39410496695000002 39.134693790050008 36.372781240150012 0.56915960600000015 38.771633980050005 37.272044000450002 0.49091344570000006 38.703421923500009 0.52937037810000021 0.54017843775000018 0.54279811980000015 0.54679500610000009 0.42892428370000008 38.828362408050005 0.62406814170000013 0.44751654140000008 0.36254902550000007 0.50300889195000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 25 9 10 14 -9 -13 15 -5 19 -10 -11 -17 20 -14 -22 -23 -24 -25 -8 -20 -26 -16 -4
right_child=2 -3 29 6 -6 -7 7 11 16 17 -12 12 13 -15 28 18 -18 -19 26 -21 21 22 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.076444006452673352 -0.040894107181404855 0.045881005993689147 -0.0023543723445947108 -0.0091771272292139744 -0.12029647389957583 0.037286584353491678 -0.1111638220870575 0.10089537479017502 0.012948573672764446 -0.057475801245921977 -0.033276324750002452 -0.12616408594327203 0.068758590577251352 -0.084890153155798953 0.018498280696244131 -0.10533960863190805 0.053525674997634221 -0.009976071449601942 0.07861376991463008 0.030380109595918782 -0.087853311177073803 0.088063707734010177 -0.0672127586251514 0.096707680243513325 -0.041419765847294343 -0.19289402552466606 -0.10422252777515435 0.015970737972974585 0.042030760069166367 0.0028900697152486679
leaf_weight=0.30450410654975602 2.1927529120439422 2.6667502641212186 73.517636976180256 2.4912327558158776 0.49684978764344112 0.75614892298477798 0.37963564464007404 0.43032142147421737 3.0802925718016914 1.9185393825173371 2.2517568487673989 0.32183145824819703 0.60086461342870823 0.43838391496683549 3.3440328016877174 0.33345922787418647 2.5088414177298546 1.9116917774081228 0.11612085768138058 2.8660758808255196 0.79893762452411454 0.63552610180340741 0.85119850439878098 0.5417417041014686 0.62984637385670772 0.41555875260382891 0.052080335367293173 0.70955455505827558 3.1411577165126801 52.549940308735586
leaf_count=62 24 24 875 41 26 33 43 2 35 24 25 5 7 15 29 128 9 18 30 23 33 10 18 24 43 5 103 21 16 1149
internal_value=2.41267e-05 0.00328136 -0.000864535 -0.000232903 -0.0352183 0.00463554 0.00153805 -0.00924796 0.0068252 -0.00220802 0.00855807 0.00308394 -0.00164764 0.00302629 0.0190523 0.00776375 0.0311628 -0.0337684 -0.0626434 0.0123906 0.0015763 -0.00811157 0.0108051 -0.00716484 0.0200062 -0.153875 0.0220019 -0.0110169 0.0298964 -0.000168282
internal_weight=163.253 34.9929 128.26 32.3262 1.5575 1.06065 30.7687 10.1211 20.6475 15.0584 11.2282 9.32594 8.89562 8.57379 8.97642 8.13541 5.58913 3.83023 0.50166 7.63375 4.76767 4.1668 3.36787 2.73234 1.88114 0.795194 0.168201 1.3394 6.48519 126.068
internal_count=2900 852 2048 828 121 95 707 510 197 153 111 462 460 455 86 440 44 42 261 179 156 149 116 106 88 48 133 64 45 2024
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 1 2 0 0 0 0 0 0 2 1 1 2 2 2 0 1 2 0 2 2 1 0 0
split_gain=0.052622 0.287796 0.267696 0.194112 0.492783 0.192307 0.126798 0.194469 0.1095 0.230611 0.102538 0.0887074 0.123806 0.110392 0.255135 0.0824088 0.108702 0.0765561 0.0674655 0.117989 0.107374 0.561803 0.101648 0.0559931 0.265124 0.748904 0.219362 0.216324 0.462123 0.370271
threshold=36.173488152900006 36.072790850000011 35.97706729810001 0.49850303880000008 0.50041914915000019 0.36543816055000006 35.337501601400007 0.34392682850000006 36.735256530150004 0.50449088350000015 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52215502530000013 0.53781323915000012 34.394321486900004 0.43166372265000008 0.43625939340000008 36.921550069850007 37.186372654950006 37.663157789700008 0.52266399210000014 0.42274183410000005 38.703421923500009 0.4901499955000001 38.512991772500008 38.828362408050005 0.37401574800000009 0.52772372085000019 0.54279811980000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 -2 -6 -12 -13 -14 -15 16 -16 -18 -10 -20 21 -21 -23 24 -22 27 -25 -26 -29 -30
right_child=8 -3 -4 4 10 -7 -8 -9 18 -11 11 12 13 14 15 -17 17 -19 19 20 23 22 -24 26 25 -27 -28 28 29 -31
leaf_value=0.022562841947787859 0.027181455654716219 0.085669800311550331 -0.07154379690171507 0.10447013147172977 -0.032833654503115088 -0.063781925726881114 0.038075798328654015 -0.075259839312471488 0.01632777607709469 -0.043718519903701597 0.10222981993172771 -0.11005122197769696 0.059755106787491997 -0.10411317081681222 -0.10449656583273409 0.072917678522824908 0.084435105477549816 -0.10106522890432804 -0.025092516888840462 0.072784098334475397 0.016753854971707446 -0.057656479794533602 0.0034771928131528702 0.033014693364165355 0.047149408831251564 -0.10768019944922996 -0.00027347229457175672 -0.064358251647262638 0.042655900949493342 -0.02850311636640844
leaf_weight=0.46135520394818674 0.65441771456971709 0.45683985590949294 0.44206539372680698 0.63903277978533912 0.56835094362031657 0.54299177252687503 0.66857228946173564 0.36321597905981662 2.4907469675090388 1.5344536048833104 0.11464495956897724 0.079944504745071643 0.40801076032221295 0.18983912367548328 0.079442864728207496 0.24726686873361814 0.10184191836742684 0.028466701084823853 1.89027867398181 1.0916569218970829 2.8552645243435091 0.57394054793985538 0.5169590132400117 2.0084391500859047 0.6723604118451475 0.84143863736153424 137.97509920095172 1.2686496439855544 1.4972700448706748 1.4292656527168217
leaf_count=50 11 12 12 9 15 5 13 35 24 49 2 4 8 18 16 43 9 121 36 15 34 11 34 24 7 19 2156 27 17 64
internal_value=2.20377e-05 0.00973597 0.00270673 0.0100123 0.0289345 -0.0128197 0.005713 -0.0205271 -0.000310933 -0.0225212 0.00238074 0.018399 0.00992996 0.0190229 -0.00666931 0.0338075 -0.0122977 0.0439114 2.48977e-06 -0.000263937 4.74336e-05 0.0220665 -0.0286863 -0.000276085 -0.00812534 -0.0205683 0.000204136 -0.00550951 -0.0139491 0.00790316
internal_weight=162.692 5.39188 4.93504 4.49298 2.45684 2.03614 1.49314 0.824571 157.3 2.18887 1.81781 1.24946 1.13481 1.05487 0.646857 0.457018 0.209751 0.130309 155.111 152.621 150.73 2.18256 1.0909 148.548 8.56425 5.70898 139.984 4.86755 4.19519 2.92654
internal_count=2900 372 360 348 245 103 98 85 2528 60 236 221 219 215 207 189 146 130 2468 2444 2408 60 45 2348 168 134 2180 115 108 81
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 2 1 2 2 0 0 1 2 2 1 2 2 2 1 2 0 1 0 1 2 1 2 1 2
split_gain=0.0461768 0.134041 0.255142 0.409077 0.343558 0.159677 0.0820392 0.0743157 0.053093 0.122551 0.0921557 0.0522439 0.0636355 0.13193 0.0436215 0.325036 0.0475401 0.105099 0.0867535 0.238375 0.087579 0.0759679 0.0756214 0.047646 0.162819 0.075005 0.228146 0.0891933 0.223346 0.0611724
threshold=35.461062230100005 35.337501601400007 0.49850303880000008 0.35814795965000007 0.36597706655000006 35.131296350900008 33.96174662340001 0.33960061075000009 32.785955158400007 32.483642351600004 0.52428071015000011 0.53781323915000012 0.41129008115000004 33.384956903900012 36.072790850000011 0.36449507500000006 36.514114975300011 36.372781240150012 37.020641110850008 0.36543816055000006 37.360990606650006 0.52290350590000012 0.38733870245000007 0.62143349005000015 0.47777012665000013 46.177190236600005 0.5024400467000002 45.027406014450008 0.48363821445000005 47.480720532750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -1 9 10 -6 -10 -13 -14 15 -2 17 -16 19 -18 21 -20 -21 29 -25 27 -27 28 -26 -22
right_child=14 -3 4 -5 5 -7 -8 -9 11 -11 -12 12 13 -15 16 -17 18 -19 20 22 23 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0043802256312931607 0.043418837994995671 0.057419882197389388 0.090096980168995366 -0.12453159626259479 0.099320113970417873 -0.11147968890206393 0.038433595820770876 -0.11055585502915216 -0.0047668525853121809 -0.11654945863200512 -0.10174016504563566 0.081385979822762342 0.074841196263736837 -0.10335150139614016 -0.0063367190645444854 -0.052027781517057808 -0.048173157647541265 0.041078151522653844 0.0019624636553945423 -0.012822809801441019 -0.00057689509649949038 0.036728307612840121 0.024861620573529811 -0.11357993258370047 0.10294010898403244 -0.10864828066108059 0.0002527077581179783 0.044457394797125016 -0.10381359526181466 0.0070654048094654217
leaf_weight=0.16465221931503027 0.5637306295975566 0.53803767418730775 0.56352023966610421 0.35021491811676242 0.073844923303113097 0.12587021629178696 0.39139751537004486 0.085451751815867283 0.42954025760991499 0.10059872576869111 0.032976804468944465 0.21952880127355456 0.098873753087445948 0.071664530323772624 1.0031821659722471 0.97192153394030356 1.37968099509635 0.87545152800157655 1.3128692257450887 1.1158206835389139 136.3142111900861 1.2057935768862078 1.0186113163872503 0.15615566548512916 0.080141708254814037 0.24410593730863162 0.90777886468276847 0.45748947988613509 0.15011680476754918 11.345638786621747
leaf_count=38 13 12 10 15 6 6 16 19 14 7 99 6 15 49 36 35 12 12 15 6 1887 33 42 14 1 11 88 7 121 255
internal_value=2.36123e-05 0.0118306 0.0027732 -0.0376075 0.0261045 -0.00517416 0.00984696 -0.0348894 0.00785441 -0.0373421 0.037251 0.0192924 0.0457864 -3.99139e-05 -0.000217286 -0.0169898 -5.38212e-05 0.0157588 -0.000244626 -0.0157784 0.000114091 0.0186064 0.00516127 -0.000197129 -0.0155447 -0.00722311 -0.0228254 0.0189087 -0.0318528 1.03111e-05
internal_weight=162.349 3.24617 2.70813 0.991716 1.71642 1.1529 0.641501 0.250104 1.02703 0.20742 0.106822 0.819607 0.390067 0.170538 159.103 1.53565 157.567 1.87863 155.688 3.51411 152.174 2.51866 2.13443 149.656 1.99579 1.83963 1.15188 0.687748 0.230259 147.66
internal_count=2900 312 300 88 212 202 73 57 196 112 105 84 70 64 2588 48 2540 48 2492 60 2432 48 48 2384 242 228 99 129 122 2142
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 2 0 1 2 0 0 0 1 2 2 2 0 0 2 1 1 1 0 0 0 0 1 0
split_gain=0.0442021 0.251009 0.18605 0.191404 0.279774 0.241828 0.415726 0.104339 0.179321 0.525021 0.0984037 0.0884074 0.083894 0.213171 0.0720865 0.0697405 0.103152 0.0815524 0.49434 0.0843425 0.0661217 0.0892736 0.0639537 0.0617361 0.0465951 0.952108 0.606115 0.564062 0.430815 0.345826
threshold=36.173488152900006 36.072790850000011 35.97706729810001 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.50041914915000019 36.735256530150004 0.52104727400000017 0.39745815990000005 35.337501601400007 0.51243974730000008 0.52215502530000013 0.53781323915000012 0.35585760905000008 36.921550069850007 37.186372654950006 37.663157789700008 0.52266399210000014 0.54475913895000005 34.394321486900004 0.43166372265000008 0.43625939340000008 0.31148768000000004 0.50300889195000009 0.50482021495000018 0.49678153350000009 0.49588335680000006 0.36195024100000012 0.4901499955000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -5 10 -7 8 -2 -10 14 -8 -13 -14 -6 -9 -17 18 -18 -20 21 -15 -23 -1 26 -26 27 29 -28 -19
right_child=7 -3 -4 4 5 6 11 15 9 -11 -12 12 13 20 -16 16 17 24 19 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.010004542002504051 0.0019948798291236419 0.081842524768074618 -0.059182893539977688 0.10829998299288326 -0.01834214382849737 0.10373615957881749 -0.029770192349772562 0.016631864276406495 -0.13858773142219816 0.015796726526929847 0.0046382974944862805 0.046249225059122219 -0.10358335185579715 -0.103730235734 -0.078645557293345436 -0.023432918282928327 0.068573036572411025 0.0004928561263258497 -0.054433966582213215 0.0013842789743104976 0.06830721309870498 0.080493973795292065 -0.10094890013562188 -0.10923805709572279 0.067236997645767557 -0.00044192181401865274 -0.01222281131942936 0.057477066203484584 -0.077419825049178631 -0.029932582863558127
leaf_weight=0.099330767523496344 1.2648639264298247 0.43499211711969099 0.44369545836525492 0.2942185997962955 0.39184665534958207 0.54015616202377748 0.55478245054837305 2.4889148874244702 0.41530475358013053 0.46907320174614142 0.60742095916066319 0.5645196024852337 0.16580514285305981 0.068226884992554915 0.40118501592843359 1.8943927459295071 1.044810327002778 70.84666805757297 0.56726940890075617 0.51780048996079131 0.21863669874755942 0.089057472941931337 0.024845711759269307 0.16997396172860135 2.1466855770995599 65.576635419457375 2.4798902003094545 1.6801559180021275 1.7140612842340486 3.9437569982073901
leaf_count=4 17 12 12 2 21 9 15 24 7 36 6 14 18 16 24 36 15 853 11 34 43 9 121 46 31 1362 24 9 33 36
internal_value=2.06107e-05 0.00921189 0.00239363 0.0089142 0.0145158 0.00690699 0.0273893 -0.000276032 -0.0221581 -0.0567024 -0.0256498 0.00292767 0.0189654 -0.0082195 -0.0488489 2.75803e-05 -0.00024357 4.82872e-05 0.0194771 -0.0277972 0.0312344 -0.0132694 0.0409158 -0.0726366 -0.000230584 0.00170336 -0.00185426 0.000175765 -0.0388687 -0.0011115
internal_weight=162.119 5.06869 4.6337 4.19001 3.9207 3.62648 2.22603 157.05 2.14924 0.884378 1.40045 1.68587 1.13109 0.566572 0.793032 154.901 152.412 150.518 2.12988 1.08507 0.400767 0.18213 0.113903 0.269305 148.388 67.7233 80.6645 76.4706 4.19395 74.7904
internal_count=2900 372 360 348 298 296 245 2528 60 43 51 236 221 207 45 2468 2444 2408 60 45 189 146 130 50 2348 1393 955 898 57 889
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 1 1 1 0 2 2 2 2 2 0 0 1 2 2 2 2 1 0 0 2 1 2 1 1 1
split_gain=0.0403353 0.147459 0.723813 0.311456 0.230427 0.12376 0.303893 0.433824 0.27774 0.311773 0.357808 0.42806 0.273849 0.377427 0.261767 0.249081 0.398503 0.2197 0.114584 0.379715 0.199388 0.303504 0.316898 0.109895 0.102988 0.679342 0.567501 0.342128 0.976249 0.66072
threshold=0.47727612945000003 38.175120519550006 0.47440196400000006 0.34193587020000005 35.818873074050011 0.34512439750000007 0.34500464060000008 0.3447651268000001 0.47440196400000006 39.268993001500007 39.530201452500002 40.742467179200005 41.21013581150001 42.131954243650007 0.46594413340000007 0.47706655490000011 0.34524415440000006 41.395309858300003 43.57842012870001 42.599563320500003 48.461603274950008 0.31123319660000009 0.37331217625000007 0.47760546090000006 39.420767558750008 0.3459626957000001 39.530201452500002 0.35759408400000009 0.36000419150000007 0.36254902550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -3 -11 -12 -7 -14 -15 16 -16 -13 19 -19 21 22 -20 -2 25 -25 -26 -27 -29 -30
right_child=23 5 -4 -5 -6 12 -8 -9 -10 10 11 17 13 14 15 -17 -18 18 20 -21 -22 -23 -24 24 26 27 -28 28 29 -31
leaf_value=0.0085014854213231027 0.016695653569489047 -0.058091370094057904 -0.12675834546535278 0.068706682268594665 -0.077545762651922132 0.026639281701896018 0.049614810512850556 -0.055618803064330438 0.029127491748066947 0.085513554045676746 -0.08012819705361035 0.049676531990148071 -0.082050043139889312 0.035631159917819892 0.019175329785140565 0.023145438770948518 -0.11171850597575622 -0.00038420558071708893 0.04906140562153162 -0.14470009566109573 -0.0065203255963469549 0.070934748960809244 -0.11870535718532732 0.071672864239134326 -0.055665509834669571 -0.05623781215476889 -0.00029526735037828161 0.11723357389562923 -0.096631588343807362 0.0034128693551462711
leaf_weight=0.86326258412919121 4.151314064860343 0.9626998562598662 0.56097662262618531 0.51780328918596286 0.48665796374552883 1.1342245760606591 1.2842302045319218 1.3290115908166615 3.3764582684525513 0.48270862177014251 0.66403362111304787 0.90993706905282845 0.98960799427004564 0.85698255785428079 0.37145871872780822 0.510707619599998 0.62216094561881619 0.80158042136463314 0.23965484043583252 0.23599458060471079 5.0126617568021175 0.88630376668879762 0.21236136031166097 1.4697117730975175 1.8848964521748701 0.97617201460525649 103.02753809712613 0.74080862291157501 0.6776504553854491 25.537090498853047
leaf_count=55 25 13 7 47 25 23 10 29 23 3 12 14 21 26 7 11 46 55 7 41 37 29 39 17 21 12 1577 7 6 655
internal_value=2.32213e-05 -0.00382509 -0.0271467 0.00277198 -0.0225193 -0.00111275 0.00291343 -0.00105492 0.00420581 -0.00387908 0.00164647 -0.00287048 -0.0158324 -0.0302083 -0.00848182 -0.033612 -0.0627846 0.00331157 -0.0023985 -0.0332086 0.00263501 0.0369262 -0.029757 0.000671108 0.000175829 0.00540656 -0.00129007 0.00191976 0.00402589 0.000826722
internal_weight=161.777 23.3115 2.4287 1.86772 1.34992 20.8828 16.3976 15.1134 13.7844 10.4079 9.44524 8.96253 4.48514 3.35092 2.36131 1.50433 0.99362 8.29849 7.38856 1.03758 6.35098 1.33832 0.452016 138.465 134.314 29.4014 104.912 27.9317 26.9555 26.2147
internal_count=2900 580 134 127 80 446 312 302 273 250 237 234 134 111 90 64 53 222 208 96 112 75 46 2320 2295 697 1598 680 668 661
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 1 2 1 1 0 0 0 2 1 1 0 0 2 2 2 0 0 2 0 2 2 1 0 0
split_gain=0.0359998 0.214402 0.172792 0.282528 0.205135 0.196954 0.0918051 0.0903506 0.171276 0.356847 0.0596578 0.130276 0.225605 0.0616141 0.102546 0.0548278 0.101071 0.0719633 0.0541796 0.0832481 0.0780586 0.443756 0.0688439 0.0512939 0.210136 0.603016 0.202829 0.177717 0.373433 0.302878
threshold=36.173488152900006 36.072790850000011 0.37982395740000008 0.38780276035000005 0.36543816055000006 34.997818021800008 0.38906020780000011 36.735256530150004 0.36927038110000004 0.38991347565000006 0.4942366995000001 0.42314601355000009 0.4447920721000001 35.131296350900008 0.31100865245000009 0.39388042275000007 0.53781323915000012 0.54384599265000022 36.921550069850007 37.186372654950006 37.663157789700008 0.52266399210000014 0.54475913895000005 38.703421923500009 0.4901499955000001 38.512991772500008 38.994321257850011 0.37401574800000009 0.52772372085000019 0.54279811980000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 6 -5 8 -2 -10 11 13 -13 14 -1 -8 -17 -18 -9 -20 21 -21 -23 24 -22 27 -25 -26 -29 -30
right_child=7 -3 3 5 -6 -7 15 18 9 -11 -12 12 -14 -15 -16 16 17 -19 19 20 23 22 -24 26 25 -27 -28 28 29 -31
leaf_value=0.10163292115239592 -0.057287437085247708 0.07738651400592389 0.069170960090374919 -0.10646112851430672 -0.047413154412664076 -0.10289715583124517 0.10170828557847199 0.014719244662410797 0.062840581764739334 -0.043138385236772728 0.026940041974616337 0.074930372720311861 -0.034202709642134031 -0.10844372012400745 -0.10409878669573498 -0.10366071212846861 0.073033464753665817 -0.029739459085243031 -0.021058951308750511 0.066458266449978876 0.014899607048688833 -0.049590102396284232 0.00090506377934699395 0.021195348431724128 0.043783538111997096 -0.097196801857201365 -0.00044516767408788886 -0.058241094937696226 0.038737041609716971 -0.025854380576062874
leaf_weight=0.045662675052880575 0.79893094897852224 0.4133128818575641 0.82332659792155005 0.054854096844792366 1.05237627599854 0.19411294729002293 0.087304636836051941 2.4743719008965845 0.54909573495388009 0.75399709371686185 0.86808843631297339 0.32752333144344448 0.44924994770542526 0.16001183376647532 0.051612894126265019 0.061251295526744798 0.19588102400302887 0.10446945024978049 1.8892018931383052 1.0216460229130455 2.7430752723066671 0.56446244945982449 0.51757494366665924 4.474620149621841 0.6417231736704706 0.83656436955061497 134.99521350675832 1.2589553938887545 1.4758729152381422 1.4287623312429785
leaf_count=1 13 12 13 2 19 42 2 24 4 43 11 8 38 11 40 7 5 161 36 15 34 11 34 48 7 19 2132 27 17 64
internal_value=2.45662e-05 0.00847454 0.00211083 0.0294939 -0.0119879 -0.0173158 0.0156611 -0.000239538 -0.020832 0.00151891 0.00761135 -0.00861498 0.0118128 -0.0702883 -0.0075251 0.0305838 0.0134116 0.0372865 4.09529e-05 -0.000198231 6.45756e-05 0.0191918 -0.0254366 -0.000207568 -0.00780392 -0.0188423 0.000249126 -0.0052015 -0.0127514 0.00696514
internal_weight=161.313 4.88904 4.47573 1.5212 2.95453 0.697873 0.503761 156.424 2.10202 1.30309 1.90215 1.03406 0.776773 0.257287 0.0972756 0.448906 0.361602 0.30035 154.322 151.848 149.958 2.10368 1.08204 147.855 8.38495 5.64188 139.47 4.80531 4.16359 2.90464
internal_count=2900 372 360 232 128 219 177 2528 60 47 109 98 46 52 41 175 173 166 2468 2444 2408 60 45 2348 168 134 2180 115 108 81
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 2 2 2 2 2 2 1 1 2 0 2 0 0 2 2 2 2 2 2 1 2 0 1 0 2
split_gain=0.0370376 0.164374 0.155009 0.594784 0.255464 0.206596 0.152058 0.177412 0.343044 0.190365 0.203007 0.275586 0.693088 0.200863 0.421098 0.238312 1.30814 0.441294 0.318018 0.244584 0.237729 0.298317 0.303101 0.388494 0.363264 0.123249 0.091776 0.313474 0.164127 0.328785
threshold=0.47727612945000003 0.47715637260000004 38.175120519550006 0.47440196400000006 0.34193587020000005 35.818873074050011 38.512991772500008 39.268993001500007 39.945535567850008 40.742467179200005 41.21013581150001 0.34524415440000006 0.34581299960000006 41.532441862050007 0.47694679800000012 42.508878681700004 0.47470135625000004 0.47440196400000006 42.773538294100007 41.902916368500009 43.812290675100009 48.461603274950008 44.157169339850007 48.315732392000008 0.30584413640000002 42.718072821900002 0.47778509625000004 0.34530403280000005 0.47868327295000007 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 -9 -10 -11 13 -13 -12 15 16 17 19 -17 -15 -20 22 -22 24 -24 -14 27 -2 29 -28
right_child=26 -3 6 -5 -6 -7 7 8 9 10 11 12 25 14 -16 18 -18 -19 20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0087662241663437248 -0.0082406849913430891 -0.048989199911234682 0.052205090056299974 -0.11555261844674294 0.06286196694527274 -0.074181322845634737 -0.040651903611234309 0.05501521609570087 -0.055430558918751642 0.04447173833151763 -0.040117711165108517 -0.1332411856965604 0.022936839038503239 0.036739048291994883 0.07011531511119147 0.053926541672742946 -0.13686871505842546 0.11030208382187637 -0.040355968855887124 -0.10503433355228078 0.083364589283266149 -0.0058270162733736622 0.046589158520749407 0.068561742112950103 -0.11376182550057581 -0.029959370103114037 0.005838688479384734 0.035686514478246723 0.00066250460770507979 -0.054854810222914864
leaf_weight=0.82383822111842808 3.4886195436120024 0.77420623227953811 0.55859376553053408 0.5675963507965206 0.49695245204577521 0.47248303782544099 1.0518621736846423 1.1273061414249266 0.64037860813550906 0.97203517131856898 1.0007214206852939 0.54362359177684938 0.86225608002860077 0.28222356963669593 0.95826486963778812 1.2623734029039031 0.70985050546005368 0.47721686959266663 1.2386263774978923 0.21392147073856904 0.88883581584741467 5.0218154631002108 0.23366323298705516 0.51321985572576523 0.35733446196536534 0.90052692681274493 2.0238331072032447 3.0403705723583698 127.91606431399535 1.5967141292057929
leaf_count=55 22 12 5 7 47 25 15 11 20 15 14 43 16 16 9 17 11 2 61 32 21 39 18 2 32 35 18 19 2216 45
internal_value=2.42851e-05 -0.0036957 -0.00211439 -0.0263358 0.00190263 -0.0214665 0.000771532 -0.00072049 0.0015868 -0.0019402 0.000143823 -0.00264245 -0.0345277 0.00294653 0.00649133 0.00104726 -0.0336373 0.0416469 0.00718243 -0.024389 3.29151e-05 0.00716444 0.0398985 0.00491063 -0.0503637 -0.00408547 0.000642634 0.012215 6.82248e-05 -0.020928
internal_weight=161.015 22.9497 22.1755 2.36087 1.79327 1.29632 19.8146 19.2561 18.2042 17.0769 16.4365 15.4645 2.30641 13.1581 12.1573 11.1991 1.68321 0.973362 9.51587 0.496145 8.2535 7.01487 1.99305 1.10422 0.590998 1.76278 138.066 6.52899 131.537 3.62055
internal_count=2900 580 568 134 127 80 434 429 414 403 383 368 94 274 260 251 61 50 190 48 173 112 73 52 50 51 2320 41 2279 63
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 1 2 1 0 1 2 2 0 1 1 0 0 0 1 1 1 2 2 0 1 1 0 2 1 2
split_gain=0.0335429 0.117071 0.179972 0.1526 0.306156 0.14742 0.0689649 0.0873717 0.0529541 0.0541309 0.108616 0.0485324 0.63463 0.369325 0.561321 0.0448673 0.0385638 0.377625 0.451333 0.308267 0.235996 0.218826 0.441176 0.307055 0.153645 0.45556 0.118953 0.419607 0.182204 0.124211
threshold=35.461062230100005 0.4588185982500001 35.337501601400007 0.49850303880000008 0.50041914915000019 0.31148768000000004 32.785955158400007 0.38185982460000006 0.53781323915000012 0.41129008115000004 33.384956903900012 36.372781240150012 0.50749977545000013 0.38733870245000007 0.38991347565000006 0.53136133645000017 0.42646926740000007 0.3972336157500001 0.31148768000000004 0.31123319660000009 0.32600820335000008 49.275256100300005 48.680511450650009 0.37331217625000007 0.34307356065000005 0.34193587020000005 0.47305469895000007 42.131954243650007 0.34392682850000006 38.592454371550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 7 -6 -8 -10 -11 12 -2 -14 -15 -9 17 19 -19 21 -18 22 23 -13 25 -22 27 -26 -28 -30
right_child=11 2 -4 4 6 -7 8 15 9 10 -12 16 13 14 -16 -17 20 18 -20 -21 24 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=0.051902900452444514 -0.059736934425086478 -0.03688361429808313 0.076863920912158976 0.10288038759110921 -0.11388231026227276 -0.08279501488189317 -0.0082860942737406212 0.052147820650797518 0.077558852314270732 0.070104267249637378 -0.10295791255665493 0.032080016253966268 0.10614733807925664 0.1049609769288955 -0.10384634068435068 -0.10126480054722638 0.033618539607415683 -0.16619267613607144 -0.020240653641589425 -0.03687330439667983 -0.086084516550392509 -0.0276426708639914 0.051429037798182024 -0.11977880795578054 -0.079992358530588392 0.010536117297177091 0.042350909908194602 0.019162908635295045 0.0090307960439359927 -0.00072130812725874059
leaf_weight=0.11767345294356291 1.3391323822579573 0.58959289554832217 0.43604846993525814 0.36488468380412076 0.11303243407746755 0.26251433696171489 0.59913950055488385 0.076361880695912987 0.18481660494580865 0.085216988404681615 0.063131917458832731 0.24781001359224308 0.50144921988248803 0.22625300288200378 0.29871700023932135 0.025406404348416345 2.1030835490673772 0.30046049630618632 0.71861118621200148 1.3641887681442311 0.80231850305790353 0.78560947254300106 2.2601278051733971 0.28776391216797492 0.78180708415857114 1.2455478524789214 1.0366670191287983 0.93984771233226638 14.546647840336389 127.85009014107982
leaf_count=3 25 24 9 8 3 64 19 6 6 15 52 11 4 2 53 103 29 27 38 10 47 9 10 92 30 11 9 27 275 1879
internal_value=2.19514e-05 0.010646 0.0183992 0.00626855 0.0230955 -0.0411041 -0.00228338 -0.053366 0.00948593 0.0414458 -0.00354472 -0.000174697 -0.0143903 0.0447717 -0.013854 0.0138484 4.18785e-05 -0.00784299 -0.0632728 0.0035789 0.000356868 0.0189879 0.0320914 -0.0495137 -0.00011834 -0.0273182 0.000265398 -0.0258637 0.00057903 0.000274926
internal_weight=160.554 2.91782 2.53763 2.10158 1.51199 0.380188 1.14711 0.214801 0.932305 0.333166 0.148349 157.636 2.36555 1.02642 0.52497 0.101768 155.271 5.96457 1.01907 4.9455 149.306 3.58131 2.7957 0.535574 147.203 2.04787 145.155 1.72165 143.433 142.397
internal_count=2900 312 245 236 212 67 204 112 92 73 67 2588 84 59 55 109 2504 197 65 132 2307 122 113 103 2278 58 2220 57 2163 2154
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 2 1 1 0 1 0 0 1 2 1 1 2 2 0 1 2 0 0 1 2 0 0 1
split_gain=0.0315428 0.3377 0.308675 0.152768 0.13918 0.280586 0.57782 0.532923 0.112116 0.136339 0.12145 0.0769664 0.125215 0.444903 1.17651 0.374216 0.766143 0.4187 0.776034 0.523079 0.520054 0.292687 0.281458 0.317225 0.793253 0.298257 0.278378 0.179809 0.500145 0.446884
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.3972336157500001 0.42646926740000007 0.31148768000000004 0.41155953415000007 35.818873074050011 0.32272985840000007 0.34193587020000005 0.4588185982500001 0.34458549145000011 0.47868327295000007 0.47796473160000008 0.34545372890000009 40.259171735100004 0.34494476210000008 0.3447651268000001 40.982542372850013 41.348489042950007 0.47739588635000008 0.3447052483500001 44.758188263300006 0.47706655490000011 0.47670728420000003 0.35814795965000007 43.411469133450005 0.48101853240000009 0.48181192180000004 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -8 -6 10 -10 -11 13 15 -15 16 -13 -17 -19 -20 22 -14 23 24 25 26 -21 29 -29 -23
right_child=3 -3 -4 4 8 6 7 -9 9 11 -12 12 21 14 -16 17 -18 18 19 20 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.012140087665934437 0.032671735743191647 -0.059509957795295498 0.06574515592463008 -0.10032546778671246 0.025256203868748481 0.093483756043639399 0.03051057397129317 -0.1489768820403847 -0.0052751903701150462 0.010110522958189642 -0.06389128579223706 0.041843359980908289 0.046725559765225994 -0.14153837960010673 0.027457908392137739 -0.048162367202208907 -0.12715794787974385 0.079119036975745544 -0.062285133544652316 -0.11404585359834607 0.036165180362498744 0.048398672698780676 0.029798042044311149 -0.051816316574222337 0.048746715084631659 0.029662868792527042 -0.013839580227742787 -0.032519502900506009 0.00037471236879786098 0.0024461707514507329
leaf_weight=1.7885008952343922 1.4381542829651142 0.96946835342896509 0.71119753271341313 0.4152840301321693 1.7682955907657731 0.38901741639710941 0.32771615441299673 0.33403638544041314 0.81483391288202145 7.4814216955564907 0.62430662834231043 0.450061840936544 1.3723140284419049 0.83054768154397496 0.81734726915601641 1.529760643839835 0.66399456033758497 1.3426912105642248 1.2503403895534564 0.73735541520545511 3.7019169609993696 2.5973453409969798 1.3537333980202673 2.0622198970522732 1.568318880832521 0.34208315890282381 0.44427097128937021 4.8335016266209996 105.77825590560005 11.426644416525958
leaf_count=113 12 29 4 33 23 8 15 40 30 58 39 5 7 22 20 11 42 10 13 49 26 12 13 27 23 27 10 35 2046 98
internal_value=2.06867e-05 -0.00941084 0.0100193 0.000229496 -7.10169e-05 -0.0307367 -0.0032339 -0.0600903 0.000221311 -6.98887e-05 -0.0307032 0.000222875 -0.000294052 -0.00832511 -0.0577171 -0.00305585 -0.058884 0.00128358 0.00719163 -0.00123544 0.00624092 0.000795466 -0.0107808 -0.0214386 -0.00117828 -0.0525649 -0.07637 0.000289748 -0.0010627 0.0109569
internal_weight=160.165 3.46917 2.4997 156.696 155.258 1.46605 1.05077 0.661753 153.792 152.023 1.43914 150.584 143.103 17.0946 1.64789 15.4467 1.11406 14.3327 12.8029 11.4602 10.2099 126.008 6.50798 5.15425 3.09203 1.52371 1.18163 124.636 110.612 14.024
internal_count=2900 146 117 2754 2742 96 63 55 2646 2623 69 2554 2496 298 42 256 47 209 198 188 175 2198 149 136 109 86 59 2191 2081 110
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 1 0 1 2 0 2 0 0 1 2 2 0 0 1 2 0 1 1 1 1 1 1 2 1
split_gain=0.0331517 0.0944478 0.138845 0.0623269 0.116286 0.214917 0.277729 0.13533 0.0914241 0.0434963 0.553809 0.438441 0.805074 0.756308 0.193281 0.215222 0.10593 0.0595213 0.0433386 0.0702287 0.06745 0.0400627 0.121184 0.122173 0.170553 0.154748 0.0711012 0.0778542 0.183968 0.0580786
threshold=35.461062230100005 33.151194885250007 0.38906020780000011 0.46594413340000007 35.337501601400007 0.49850303880000008 0.36597706655000006 0.51243974730000008 0.38906020780000011 37.020641110850008 0.50041914915000019 36.82350895510001 0.50749977545000013 0.52975958800000011 0.41917906650000009 36.735256530150004 37.360990606650006 0.52290350590000012 0.53905571685000009 0.41129008115000004 33.384956903900012 0.62143349005000015 0.49703601690000004 0.49901200560000009 0.5024400467000002 0.59210802070000013 0.52041855035000018 0.52332265500000019 48.461603274950008 0.42829556000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8 -9 10 -2 12 -12 -14 -15 -16 17 -11 -10 -20 -21 29 -23 -24 -25 26 -26 -28 -29 -18
right_child=9 3 -4 4 -6 6 7 8 18 16 11 -13 13 14 15 -17 21 -19 19 20 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=-0.061895594029666184 -0.056589881929063439 -0.024345657928320569 0.052850762087286153 -0.038020658153427672 0.072596118672764068 0.10253544681346627 -0.062590904734343852 0.10167110564580598 -0.055982694536072387 0.0055547703268500753 -0.12167348692470335 0.050947763172606034 0.041442250433656458 -0.1217127760701017 -0.1052787579980697 0.09442384371650521 -0.00083141977529852115 0.036512567096812963 0.085540570631691848 0.069329088135867564 -0.10267768292831128 -0.055530703667030092 0.064242351338300543 -0.11276198824649902 -0.013610585942379662 -0.11285272771615627 0.10442305348869857 0.063167521158623494 -0.10387054138166255 0.0047099884611128389
leaf_weight=0.35973665892339513 1.736077552941423 0.28654146721237372 0.14918237079140795 0.54174037676421027 0.41635174723614898 0.42120741307735421 0.2337211377453059 0.13093266636133194 0.09145733350305818 1.2742183509981253 0.55700496025383506 1.6575780096172819 1.9756025241949831 0.43174526445727668 0.10836108741591488 0.10750616432233073 123.51611449601205 1.2115924248319059 0.10082186944782734 0.037864550008180231 0.057292967085800228 0.52402276571228767 0.24971675034612406 0.14895786496344943 0.439029301857772 0.1053035648834566 0.14133341773413122 0.23074488797919912 0.092311717016855255 22.333553831630525
leaf_count=66 33 20 114 14 9 9 7 3 7 15 7 17 31 18 43 7 1591 33 3 8 52 30 3 9 36 58 2 85 19 551
internal_value=1.71315e-05 0.0107502 -0.0282593 0.019315 0.0254736 0.0133256 0.0392423 -0.00164089 0.0324087 -0.000176317 -0.00813823 0.00924898 -0.0124851 0.0106997 -0.0830835 -0.00582291 0.000172 0.0206437 0.000858408 0.0273843 -0.0342337 -0.000172352 -0.0144802 0.000804284 -0.0128796 0.00187003 0.0152422 0.0425194 0.0154373 1.71206e-05
internal_weight=159.668 2.82685 0.508919 2.31793 2.03139 1.61504 1.0733 0.652091 0.418369 156.841 6.57388 4.8378 3.18022 2.62322 0.647613 0.215867 150.267 2.48581 0.287437 0.195979 0.0951575 147.781 1.93142 1.4074 1.15768 1.00872 0.903419 0.46439 0.323057 145.85
internal_count=2900 312 180 132 112 103 89 80 73 2588 156 123 106 99 68 50 2432 48 70 63 60 2384 242 212 209 200 142 106 104 2142
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 0 2 2 2 1 0 1 0 0 2 1 1 1 1 1 2 0 1 0 1 1 1 1 1
split_gain=0.0356132 0.12806 0.251339 0.179156 0.359056 0.0618817 0.0876421 0.0591176 0.19838 0.0819378 0.0944219 0.0789132 0.0780891 0.0686603 0.0634978 0.0578899 0.879843 0.296179 0.513489 0.327793 0.136044 0.0862352 0.0486718 0.0463465 0.040382 0.0385566 0.859703 0.582893 0.224698 0.366914
threshold=35.97706729810001 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.50041914915000019 35.131296350900008 0.41932876265000008 35.461062230100005 35.131296350900008 32.785955158400007 0.38733870245000007 0.53781323915000012 0.38185982460000006 0.54475913895000005 0.56793209785000009 37.020641110850008 0.36501901140000009 0.38991347565000006 0.39745815990000005 0.39772761295000009 0.45521092180000006 37.360990606650006 0.52290350590000012 0.35814795965000007 0.53136133645000017 0.35585760905000008 0.35165114815000004 0.35759408400000009 0.35877668335000007 0.36730936200000003
decision_type=2 2 2 2 2 2 2 2 2 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 23 -5 6 -1 8 9 12 -11 -12 -6 -13 -15 16 -2 -18 -19 -20 -21 22 -17 -4 -14 26 -23 -27 -29 -30
right_child=15 2 3 4 7 -7 -8 -9 -10 10 11 13 24 14 -16 21 17 18 19 20 -22 25 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.10339874714435088 -0.097124101451485464 0.10740063041110658 0.00042663417776333753 0.10355532774043626 -0.11170604072228503 -0.10720181856044647 0.098761336866691113 0.038528673436763666 -0.10802178759845193 0.066353154939145689 -0.053939390836766882 0.070701473829437547 0.05076180108647637 -0.10161946835198564 0.058708659136211011 0.0050138908109894024 0.021865212443893903 -0.12645062291152825 0.10097790804724516 -0.10354745893203768 0.023857174704638447 -0.00056173673583902878 0.033070405749843095 -0.037867639837112145 -0.10105010960583596 -0.07088717562415521 0.059183978126625791 0.042489138096555024 -0.031463154300100105 0.00035090650707774514
leaf_weight=0.041261853201503995 0.96262873869181831 0.26796680316329036 0.5390945431306593 0.4556056010769679 0.098633994231931643 0.13307953017647378 0.044651078380411491 0.33975715543124341 0.17172841064473232 0.30706155858933926 0.19301419085240923 0.16170654632151127 0.073814551578834653 0.058798284877411788 0.042599233183793217 1.2707032244652503 3.5195263363420963 0.40663744474295505 0.2696201903745532 0.18797035481384228 0.15125293518758554 70.556240398919726 1.2043365866502425 0.76386120589768325 0.022975462709666772 1.1999858279305033 2.4935512223746619 1.189274176780599 3.827863515529315 68.453509143115866
leaf_count=38 20 2 33 9 3 9 3 25 13 8 9 5 6 12 52 15 20 17 2 34 27 808 33 18 103 17 27 12 75 1445
internal_value=1.64207e-05 0.00969183 0.0143379 0.00661398 0.0259905 -0.0644908 0.00166886 0.00195191 -0.0090424 0.00868919 0.0234836 -0.00537642 -0.0490867 0.0302496 -0.0342622 -0.000214483 -0.0102932 0.00813801 -0.0394387 0.0186752 -0.0467403 0.000154433 0.018666 -0.0220235 0.0147256 -0.000155727 0.00147768 -0.00175368 -0.00062453 -0.0013339
internal_weight=159.409 3.71561 3.49662 3.22865 1.92569 0.218992 0.0859129 1.47009 1.13033 0.958604 0.76318 0.456118 0.195424 0.263104 0.101398 155.693 5.49764 4.53501 1.01548 0.608843 0.339223 150.195 2.47504 1.30296 0.09679 147.72 73.0498 74.6706 73.4706 72.2814
internal_count=2900 348 298 296 245 50 41 236 211 198 86 78 112 69 64 2552 120 100 80 63 61 2432 48 51 109 2384 835 1549 1532 1520
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 2 1 1 0 1 2 0 0 0 2 1 1 1 1 2 2 0 0 0 1 2 2 1 1
split_gain=0.0389358 0.33985 0.294653 0.487924 0.823234 0.657959 0.604356 0.271917 0.729008 0.389576 0.487332 0.381273 0.67973 0.31595 0.702769 0.243212 0.227746 0.20631 0.219556 0.680584 0.56425 0.686233 0.842418 0.317595 0.906865 1.19353 1.02534 0.587037 0.407061 0.35023
threshold=0.52803808270000008 0.52898116820000018 0.52266399210000014 41.395309858300003 0.52511900840000014 38.771633980050005 44.086690780350004 0.38906020780000011 0.39024280710000009 0.51929582950000019 0.38042274180000007 38.828362408050005 0.52161611930000007 0.52104727400000017 0.51243974730000008 37.360990606650006 0.38733870245000007 0.39167988980000007 0.39971857130000005 0.4019490434500001 41.21013581150001 43.633733172900008 0.53592706805000012 0.53781323915000012 0.53905571685000009 0.41917906650000009 38.994321257850011 41.495754733000005 0.42067602765000006 0.42552618185000007
decision_type=2 2 2 2 2 2 2 2 2 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 15 -6 9 -9 10 -1 -10 13 14 -13 -4 -3 -18 20 -20 -19 -22 -23 -21 -25 26 -26 -28 -27 -30
right_child=1 16 3 4 6 -7 -8 8 11 -11 -12 12 -14 -15 -16 -17 17 18 19 23 21 22 -24 24 25 28 27 -29 29 -31
leaf_value=0.0006569980380049424 -0.054007974286118476 -0.049125164342572768 0.026568678562950226 0.03312455060312397 -0.13329345322514227 0.056516027129256866 0.011219558301000606 -0.075438771785702019 0.087135872290312819 0.038218589475642231 -0.047121337664206175 -0.10592199710088929 -0.073282124774318599 0.11782983161426933 0.090430339839919216 -0.047131154406494992 0.039114824519506833 0.019787578562008974 0.073316599370483362 -0.048849472381943503 -0.12104213709847428 0.068533456734833506 -0.083722925519342975 0.078020421683169638 0.012327626826731249 0.032452411920527384 -0.16015162880121647 -0.04498442543790046 -0.028556634454638765 0.0030084545805978799
leaf_weight=93.013930000750577 1.2410336275943326 0.96279760205652465 0.78558955834887267 1.50294791012675 0.74866334430407711 4.1753255371004343 0.47172812703684031 1.721110336948185 0.49966670018329784 2.6802017446025266 2.1849777344614258 0.32331227470058388 0.93236923708991515 0.37093761563301086 0.4178739422277431 1.0412566696759311 1.3111690885853011 1.7749792520771723 1.2649643627519243 1.3510278503672442 0.94303408334963057 0.69075270032044478 0.76678670619003242 1.4509765560069343 1.0911799586220916 4.0495395032194201 1.0259769529802722 0.77838361848534976 4.079764262467509 25.397519745852321
leaf_count=1203 34 15 23 37 32 30 23 16 17 27 24 49 7 1 11 24 12 31 17 35 31 9 33 14 31 33 19 36 53 973
internal_value=1.72308e-05 -0.00235623 0.00104865 0.0186871 -0.0164191 0.0346157 -0.0774336 -0.000458087 -0.0251744 0.000618972 -0.000439596 0.00882925 -0.0103086 0.0424864 0.00477964 -0.0154384 -0.000990589 1.74107e-05 -0.00113032 0.0011212 -0.0229628 -0.0545723 -0.011566 -0.00120706 0.00049245 -0.00259607 -0.0641937 -0.11047 0.0027238 -0.00136027
internal_weight=159.05 48.1799 110.87 8.72551 2.72334 6.00217 1.22039 102.144 4.26527 97.8791 95.1989 2.54416 2.04449 1.11212 0.741186 1.82685 46.9389 45.9761 44.6649 40.4893 4.17555 2.40057 1.45754 39.2244 37.8733 36.4224 2.89554 1.80436 33.5268 29.4773
internal_count=2900 1376 1524 169 92 77 55 1355 101 1254 1227 85 68 61 60 47 1342 1327 1315 1211 104 73 42 1194 1159 1145 86 55 1059 1026
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 0 1 2 2 0 2 2 2 0 0 0 0 0 2 0 2 0 0 0 1 2 1 2 1
split_gain=0.0369706 0.277132 0.237458 0.228694 0.222955 0.292465 0.690918 0.56369 0.236643 0.218412 0.311078 0.183531 0.46653 0.294052 0.187197 0.660156 0.444437 0.442353 0.320527 0.194912 0.265032 0.173372 0.609912 3.42102 0.591828 0.830971 0.688225 0.56073 0.452023 0.380892
threshold=42.487106141350004 42.564639561200003 42.654057868200006 42.674081447500008 42.178283198950005 0.49128768600000011 0.47760546090000006 0.34988473400000003 42.37975859965001 42.027086531450003 0.48119816770000007 42.737166331000005 42.773538294100007 42.871500973550006 0.55754318735000019 0.54191491270000014 0.53592706805000012 0.56793209785000009 0.54384599265000022 45.027406014450008 0.60665848330000005 41.43512228960001 0.48218616210000004 0.48661716715000009 0.49811382890000006 0.42019700010000005 41.840895355800008 0.37138109635000011 41.348489042950007 0.44578006650000007
decision_type=2 2 2 2 2 2 2 2 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 9 6 -6 -7 -9 21 -11 -5 -13 -14 15 16 -15 -16 -17 20 -19 28 -23 -24 -25 27 29 -26 -1 -27
right_child=1 2 3 11 5 7 -8 8 -10 10 -12 12 13 14 17 18 -18 19 -20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00046885525622816028 0.028268293855099963 -0.034813388433613604 0.043965264446960965 -0.029178194575777416 8.1037463832018275e-05 0.066945401912370917 -0.10228214521497343 0.0080408073121076423 -0.045883581890209912 0.054977892249342325 0.00060807134099551022 0.071168032199559361 -0.046939050337346966 0.0031977168412280726 -0.11131399896987471 0.09345617080904238 -0.060678956182434921 -0.068795052411063318 0.021308827300478311 0.0020502540524295378 0.034320739344405424 0.0096643283973353381 -0.18481731501582188 0.052884617351646873 -0.011404683814624705 -0.064165948851043056 0.076103527452404604 -0.12192025454545843 0.039175906670027988 0.025136753254218071
leaf_weight=78.42282941644342 3.7859287368119103 1.8661883102467971 1.2385445095133025 2.0029920651777493 1.5239627003065828 0.9256797283887862 1.1622745720669625 1.4901700529826487 1.7929986900126094 1.7298229016814719 2.686906593866297 0.94777577414788439 1.2818431237328685 28.974955560333914 0.4316998700669491 1.1398952342569821 1.1317921008667315 0.94384715586784274 1.3392497785425801 5.0965258739306591 0.33870544348792464 7.4456879147874115 1.2097666412591932 1.5260173901915548 0.84709661826491345 1.0261362351011487 1.1177478231184066 1.0023328850511459 2.9854894050240537 0.89346876414856513
leaf_count=1371 44 33 11 33 30 3 26 37 25 21 34 11 33 556 32 9 26 33 36 217 37 87 14 8 12 15 21 34 22 29
internal_value=1.40298e-05 0.00224622 0.000138167 0.00159191 -0.00103219 -0.0184296 -0.0442092 -0.00197608 -0.0214083 0.000156756 0.0219021 0.000389017 0.00181174 0.0001958 0.00172942 0.00488082 0.000796424 -0.0133483 0.0544817 -0.00671856 -0.0415635 -0.000838755 -0.010692 -0.0305761 -0.00147864 -0.0184549 0.0137226 -0.0713007 0.000985038 -0.0226005
internal_weight=158.308 50.5199 46.734 44.8678 107.788 6.89509 2.68624 4.20885 3.28317 100.893 4.41673 43.6293 41.6263 40.6785 39.3967 32.5859 30.1067 6.81078 2.47915 6.37908 1.28255 96.4766 15.0683 7.62257 6.4128 4.88678 3.03735 1.84943 81.4083 1.9196
internal_count=2900 1111 1067 1034 1789 121 56 65 62 1668 55 1023 990 979 946 627 582 319 45 287 70 1613 220 133 119 111 65 46 1393 44
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 0 2 2 2 1 1 1 0 0 0 2 0 2 0 0 0 1 2 1 2 1 0 1 0 1
split_gain=0.0335783 0.203726 0.775172 0.384582 0.338731 0.296973 0.201095 0.140251 0.111651 0.175073 0.23958 0.0676698 0.231408 0.107313 0.0926598 0.0630533 0.0602055 0.0556679 0.0788594 0.0404331 0.0370803 0.14215 0.0671012 0.196064 0.0693535 0.20623 0.0514199 0.568437 1.0973 0.494266
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 0.38780276035000005 0.52877159370000015 0.52975958800000011 36.072790850000011 34.997818021800008 37.020641110850008 0.36543816055000006 0.36730936200000003 0.36449507500000006 0.4942366995000001 0.42314601355000009 0.45006137540000007 37.360990606650006 0.51700547890000015 35.131296350900008 0.41932876265000008 0.52898116820000018 0.62143349005000015 0.47777012665000013 46.177190236600005 0.5024400467000002 45.027406014450008 0.48363821445000005 0.54317236010000014 0.41917906650000009 0.54475913895000005 0.40367054880000008
decision_type=2 2 2 2 2 2 2 2 2 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 11 -7 9 -2 -11 12 13 17 -15 16 -10 18 -1 -12 26 -22 24 -24 25 -23 -17 29 -29 -28
right_child=8 2 3 4 5 7 -8 -9 15 10 19 -13 -14 14 -16 20 -18 -19 -20 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10307009917917709 -0.046300807482078356 -0.096374081348943846 0.055997869880796206 -0.085230738575432535 0.1104557900582933 0.015400154615348063 0.076065913322199918 -0.1045161164994135 0.033171811253546707 0.048725150114720076 -0.045243661709359936 -0.019061734465311377 0.10387953842816154 0.05732208467179617 -0.013403529454190205 -0.00090650787091603685 0.0017431824947568562 -0.10643071927725599 0.098020956492272618 -0.0094348139753957019 -0.11164907524995765 0.1027983023022902 -0.10732178547763659 -0.00042781059383861087 0.042011856296373086 -0.10328627472019365 -0.0028447679915605626 0.074228891101863786 0.0012961398236459197 -0.11165674834018145
leaf_weight=0.0374550766761097 1.3411770016064104 0.77048365399241481 1.2985886649112219 0.50104003804153741 0.24753925204277039 0.27384676420362553 0.67161928630230239 0.15148588873762492 1.1164498113794246 0.67703303694725026 0.55092850897926815 0.5080648437142371 0.28188544511795044 0.33385002553546883 0.41614560318276972 115.01553678841719 1.3423759861543656 0.12226402779924683 0.040684360486920923 0.73733783722400403 0.13841840298846264 0.076486937701702007 0.21378967852797337 0.86928741834708489 0.43463052116567269 0.13298244139059534 0.91174739089911117 2.2450565733015564 25.427307930468487 0.77000805220905022
leaf_count=38 12 12 24 32 1 169 9 52 14 2 9 7 4 14 32 1507 34 11 3 37 14 1 11 88 7 121 42 16 533 44
internal_value=1.02581e-05 0.00757655 -0.00879244 0.0184999 -0.0229807 0.0233725 0.0295853 -0.0273091 -0.000271235 -0.0184461 0.000562697 0.0116479 0.0243094 0.000709105 0.018079 0.000132917 0.0160136 -0.0642964 0.00163069 -0.0247485 -0.000134104 -0.0141421 -0.00632771 -0.0215277 0.0192316 -0.0280353 4.69116e-05 0.00378261 0.00721317 -0.0526654
internal_weight=157.656 5.65495 3.24298 2.4725 1.17391 0.672872 2.41197 0.425333 152.001 3.30648 1.9653 1.74035 1.23228 0.950399 0.749996 148.694 2.45883 0.200403 0.0781394 1.28827 146.235 1.8656 1.72718 1.08308 0.6441 0.209469 144.37 29.3541 27.6724 1.68176
internal_count=2900 408 290 278 254 222 118 221 2492 60 48 109 102 98 46 2432 48 52 41 46 2384 242 228 99 129 122 2142 635 549 86
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 0 1 1 1 0 1 1 0 0 0 0 2 2 0 2 2 1 1 1 2 1 2 0 1
split_gain=0.0345532 0.0873347 0.113436 0.34245 0.247035 0.0977717 0.093508 0.108081 0.0813344 0.0847972 0.0949662 0.0908345 0.115587 0.0723439 0.0741144 0.0697608 0.0426689 0.0388041 0.226497 0.198387 0.358834 0.485604 0.253118 0.252169 0.22922 0.192129 0.192699 1.0023 0.794177 0.458243
threshold=35.461062230100005 35.337501601400007 0.49850303880000008 0.35814795965000007 0.36597706655000006 0.50482021495000018 0.4588185982500001 0.31308942845000004 0.37852160115000005 0.38185982460000006 0.51243974730000008 0.38573695400000008 0.38906020780000011 0.52215502530000013 0.53781323915000012 0.54384599265000022 0.56793209785000009 42.487106141350004 42.564639561200003 0.57600071855000012 42.428475018400007 42.406961525800007 0.47536001915000009 0.47976108500000009 0.44578006650000007 42.654057868200006 0.38398550940000004 42.871500973550006 0.52290350590000012 0.37482410710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -1 -7 -10 -11 -12 -13 -14 -15 -16 -17 19 -19 -2 21 22 24 -24 -21 -20 29 -28 -29 -27
right_child=17 -3 4 -5 5 8 -8 -9 9 10 11 12 13 14 15 16 -18 18 25 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.059460867821190921 -0.00067326682573351287 0.051589259950480006 0.088702022828498872 -0.11750457521908267 -0.10732075489133737 0.099539512791023299 0.056565865098185508 -0.067757341770831231 -0.11434063986153326 -0.10636331502335541 0.10121525618452559 -0.1081851217782953 0.10087287159742567 -0.10271372790052785 0.065329287703228295 -0.10142022315152338 0.026458844125969983 0.025739603648821909 -0.031151609814726863 -0.0020857217901041787 -0.15109061812024543 0.11075687104290569 0.07246852708622134 -0.052055738548353797 -0.11180993850530348 0.0028606557567513805 -0.13228100261173109 -0.13537783208619372 0.0018388861685343296 0.05292546624123521
leaf_weight=0.1034028697759054 102.4603311144383 0.44841468666481876 0.38729084655642487 0.27328208506060037 0.0874537352938205 0.080238879134412855 0.30355685157701373 0.1885567356839033 0.066326379776000977 0.069460701779462397 0.10578145924955606 0.083408452570438385 0.08874620811548084 0.05868751578964293 0.15120327845215797 0.055108415705376501 0.049555479974898731 3.7513104311001362 1.8763518009691313 0.28728496556300231 0.22642795238061797 0.25328454375267018 0.3141631216276437 0.3371409191819339 0.5645025971762152 27.797435664802382 0.61982857227394461 0.43514153998239535 13.753594407457056 1.9569386210350774
leaf_count=3 1202 12 10 15 4 3 10 60 1 3 5 3 3 7 5 27 141 44 33 14 6 1 8 179 67 421 29 53 497 34
internal_value=1.08261e-05 0.0114421 0.00307688 -0.0248258 0.0219677 -0.00687885 0.0177044 -0.0227007 0.00398552 -0.00654226 0.00425895 0.0172278 -0.00102609 0.0211359 -0.00136046 0.0218867 -0.040873 -0.000181414 0.00210374 -0.00127955 -0.0326091 -0.0173348 -0.0389194 0.00800981 -0.0748029 0.000194461 0.00151431 -0.00780689 -0.00236929 0.00615341
internal_weight=157.234 2.60047 2.15206 0.868799 1.28326 0.895971 0.595516 0.29196 0.808517 0.728278 0.661952 0.592491 0.486709 0.403301 0.314555 0.255867 0.104664 154.634 50.1906 104.443 1.9828 1.75638 1.50309 0.651304 0.851788 46.4393 44.5629 14.8086 14.1887 29.7544
internal_count=2900 312 300 88 212 202 73 63 198 195 194 191 186 183 180 173 168 2588 1111 1477 275 269 268 187 81 1067 1034 579 550 455
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 2 0 0 0 0 0 0 0 1 1 1 1 2 0 0 1 2 0 0 1 0 0 1 2
split_gain=0.0298629 1.34697 0.236297 0.189431 0.582187 0.534778 1.09033 0.377668 0.17637 0.545545 0.491764 0.463534 0.208267 0.751954 1.60039 1.05692 0.345879 0.171641 0.534214 0.477533 0.401155 0.857072 0.205047 0.180649 0.779252 0.665181 0.76263 0.756646 0.237557 1.01598
threshold=0.34542378970000004 0.34545372890000009 0.34536391125000004 0.34569324270000007 0.48271009850000007 41.028010303750008 43.874475754150005 0.47943175355000006 0.47760546090000006 0.48015029490000011 0.47715637260000004 0.4622167001000001 0.48181192180000004 0.48218616210000004 0.34581299960000006 0.3459626957000001 0.3465914194000001 0.35675578575000005 41.840895355800008 0.48759019190000008 0.49588335680000006 0.36106703390000006 42.898324343550009 0.50041914915000019 0.49850303880000008 0.36501901140000009 0.50579323975000012 0.50749977545000013 0.37668033890000002 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=2 -2 -1 4 5 -3 7 -7 10 -10 11 -5 -11 -14 -15 -16 -17 18 -18 -19 -21 -22 -20 24 -23 -25 -27 -28 29 -29
right_child=1 3 -4 8 -6 6 -8 -9 9 12 -12 -13 13 14 15 16 17 19 22 20 21 23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.00095824533851625684 0.10509749405352814 0.0087395651387114498 -0.044958451604405814 -0.075950354878000143 0.034241147564450479 -0.061118543016940211 0.019061432191011699 -0.15014341471079265 0.037033330326169005 -0.021178357139661458 -0.080734675594545974 0.031709498056360801 0.080369642040603942 -0.131993454396092 0.063661917493068487 -0.04101148228222791 0.054388261627125414 -0.075681535081498386 -0.017889541390377926 0.066401854081839545 -0.078880531513748117 0.025961770201213676 0.017894868024534976 -0.11716473367643974 -0.067709731262074982 0.03879366856025955 -0.12272507612338002 0.028529861751192837 0.0012837468567769273 -0.11497997144223555
leaf_weight=40.646384294891632 1.2259614759823296 1.7854516655206669 1.2583169773461111 0.53516393701886489 1.6522661224007604 0.94364036953265917 1.0969656633678821 0.96265855431556702 4.1298701396444804 4.4593505726661524 0.99483421049080778 1.5825100015372298 1.1769214224186715 0.91054654866456886 2.6348226666450492 2.0682063605636349 2.35362975229509 0.84941078623887634 3.4508295506238937 0.89147102603237627 1.3901148177683342 1.7464177592191839 2.9875869932584465 0.47003360465168853 1.8070240373635895 5.2766473065421442 0.50419665686786075 1.1389430994167917 65.038997880334009 0.87023996177595098
leaf_count=620 9 13 19 61 10 29 9 16 40 32 12 36 5 8 12 20 26 14 19 24 13 17 24 6 24 66 6 14 1646 50
internal_value=5.75948e-06 0.00083895 -0.00227949 -0.000285123 -0.0169417 -0.0346015 -0.060368 -0.106075 0.000715038 0.001416 -0.0227414 0.00450244 -5.45805e-05 0.000931108 -5.93974e-05 0.00122573 -0.00058516 0.000356653 0.013619 -0.00110118 -0.000300651 -0.00106064 -0.00128468 0.000346975 -0.0216728 0.00141446 0.00217977 -0.000680216 0.000237551 -0.0336287
internal_weight=156.839 114.935 41.9047 113.709 6.44098 4.78872 3.00326 1.9063 107.268 104.155 3.11251 2.11767 100.025 95.566 94.3891 93.4786 90.8437 88.7755 8.79205 79.9835 79.1341 78.2426 6.43842 76.8525 3.55344 73.2991 72.829 67.5524 67.0482 2.00918
internal_count=2900 2261 639 2252 77 67 54 45 2175 2066 109 97 2026 1994 1989 1981 1969 1949 69 1880 1866 1842 43 1829 41 1788 1782 1716 1710 64
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 0 0 2 2 2 0 1 0 2 2 1 1 1 1 1 1 2 0 1 2 1 1 1 0
split_gain=0.0293997 0.189583 0.571282 0.667269 0.218028 0.15481 0.271187 0.165631 0.781035 0.46345 0.489792 0.235078 0.426178 0.412901 0.366502 0.205299 0.173489 0.225026 0.158807 0.34998 0.538102 0.289288 0.546463 0.931756 0.26989 0.518283 0.286044 0.438131 0.541619 0.246668
threshold=43.19689381845 43.542456167850005 0.48119816770000007 0.35814795965000007 43.633733172900008 43.082598263550004 0.50356276755000018 0.56639022785000004 42.508878681700004 40.922041107600009 40.823855932350007 0.57161462230000015 0.43808568605000003 0.57507260265000015 40.580626202750004 42.406961525800007 0.47536001915000009 0.47777012665000013 0.4323972336000001 0.42829556000000008 0.42922367590000005 0.46208197360000008 38.938637541200009 0.56055207925000017 0.42067602765000006 41.134354310300004 0.41917906650000009 0.40621538280000008 0.41753240920000007 0.53592706805000012
decision_type=2 2 2 2 2 2 2 2 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 18 9 10 11 -9 -13 -14 -15 16 -11 -18 19 24 -21 22 -20 -24 26 -26 27 29 -29 -1
right_child=1 4 3 -5 -6 6 -8 8 -10 15 -12 12 13 14 -16 -17 17 -19 21 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00061699347811863109 -0.0271362567553677 -0.056995438353475314 0.094504318193676939 0.0044842446847299464 0.00083471918034641883 -0.063070484939406202 0.012152821393952866 0.034341347356082325 0.095638626505962304 -0.07867825502412007 0.10487881925696418 0.10368841389117728 -0.13291679432193435 -0.061638318212997326 0.087186641165527892 0.011260777001040334 0.059953009878708843 -0.1029980918290022 0.031430189845323489 0.10256577461260744 0.00071388227954641802 0.024109052368272321 -0.0042615414879558326 -0.088110208935241546 -0.053494704991370212 0.015169055501811272 0.02705388548630366 -0.11259735584796129 -0.012470454006963491 0.030454319355750478
leaf_weight=90.323184534157122 1.6712309305030419 0.6677892225052372 1.4822945073246958 1.8524874517388523 27.459495795251314 1.0515293241433017 0.88060156872415962 1.343346018287775 1.0200394354778834 1.0583719158676106 0.60234867334656872 0.21426398464154761 0.39081096956033412 0.43181460815566197 0.26827623966528336 0.60832160871359509 0.23460111673921336 0.1326711608730875 1.4631448898871875 0.83621634100563769 1.3661393756192408 1.6061637388775123 3.3670355822978308 2.1855214896786492 2.6304029476541464 1.8885410865768788 3.811353697677986 0.75484173266556753 1.9003336095483971 2.6293918587616636
leaf_count=1148 40 22 9 39 704 34 21 37 36 31 9 10 15 288 19 11 5 63 29 13 39 15 35 33 36 23 30 48 24 34
internal_value=9.00702e-06 0.0026529 0.0205831 0.0444977 -0.000538266 -0.0007032 -0.0287862 -0.000255018 0.0155254 6.2546e-05 0.0234864 0.00497541 -0.0252496 -0.0505743 -0.00460829 -0.0373755 -0.0581286 0.00108956 -0.00112197 -6.17537e-05 0.0393862 -0.0141739 -0.0229383 -0.0372649 -0.000897621 -0.024799 0.000188779 -0.000882185 -0.0409356 0.000261935
internal_weight=156.133 33.1333 5.00601 3.33478 28.1273 122.999 1.93213 121.067 6.30487 5.28483 3.25086 2.64851 1.30517 1.0909 0.700091 2.03397 1.42564 0.367272 114.762 106.14 2.20236 8.62187 7.0157 5.55256 103.938 4.51894 99.4191 95.6078 2.65518 92.9526
internal_count=2900 814 88 48 726 2086 55 2031 524 488 378 369 332 322 307 110 99 68 1507 1395 52 112 97 68 1343 59 1284 1254 72 1182
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 2 0 0 1 0 2 1 1 1 0 0 2 1 2 0 2 1 1 1 2 1 2 2 1
split_gain=0.0310218 0.497327 0.3818 0.327584 0.56197 0.702546 0.633482 0.291705 0.345704 1.05427 0.509809 0.287177 0.233486 0.853606 0.49527 0.32795 0.84333 0.313672 0.80851 0.697031 0.642747 0.364071 0.752652 0.603647 0.91815 0.447064 0.269346 0.266838 0.248454 0.408509
threshold=0.52803808270000008 0.38185982460000006 0.38398550940000004 0.53484925600000011 37.858673296900008 44.086690780350004 41.21013581150001 0.52646627350000019 0.52428071015000011 0.39024280710000009 0.52290350590000012 39.091773401050006 0.40621538280000008 0.41753240920000007 0.39971857130000005 0.53592706805000012 0.54191491270000014 40.823855932350007 0.42067602765000006 40.712530798250008 0.54317236010000014 40.036761086100007 0.42829556000000008 0.41808628485000005 0.41917906650000009 39.749124837650008 0.42274183410000005 40.580626202750004 39.468990633150007 0.41985269900000005
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -6 8 10 -10 -1 -12 14 -14 15 -5 -17 19 -19 21 -20 23 -23 -15 -25 28 -22 -24 29 -26
right_child=1 2 3 12 5 -7 -8 -9 9 -11 11 -13 13 17 -16 16 -18 18 20 -21 26 22 27 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0002296813833649178 -0.10966928188698138 0.10722490092422537 0.04570505605281501 0.049533363952658227 -0.031411889997656033 0.010468479749040666 -0.12859986016528333 0.036879830834598004 0.032573522608490564 -0.12596403894220484 0.0028696670672709833 0.069284654538414328 -0.10832001815478792 0.095850826966283872 0.056039483888153101 -0.10691859944380409 0.027673140264055943 0.069556977598048852 -0.082961764678322614 -0.11710145516268283 0.06134876675161556 -0.08911942854192087 -0.031679361474233995 -0.1360316892225977 -0.13692422425056444 0.054203797839889073 0.0033705230612878414 0.035721657063772581 -0.065280367934090505 0.0049317971680711377
leaf_weight=102.33619970831916 0.42625064193271001 0.3227659622207274 0.93386963408556667 0.72255029901862089 1.6633876650594177 1.7342230727390413 1.1237706555984912 2.211972091910865 0.85912869381718227 0.81963148697468569 1.0648345223744393 1.6754420176221172 0.73440300069660125 0.66738449002877587 2.2575047598220408 0.81030405424462504 1.0941876602882983 1.960806811228397 0.84880453351070428 0.59199345290107963 0.84092602971941488 1.4495644250419002 1.1581125308675839 0.4885573341161934 0.20995258136826844 1.5139925804796801 16.991949350096093 1.1918656675188684 0.63690886338008557 6.1342686125654495
leaf_count=1366 9 2 22 6 30 42 35 45 13 53 16 31 54 6 30 17 37 18 19 16 14 15 36 8 6 27 497 18 18 394
internal_value=1.27886e-05 -0.00214936 -0.00115482 -0.00191928 -0.0249172 -0.0395039 -0.0705977 0.000935615 0.000190849 -0.0448303 0.000910132 0.0434767 0.00119355 -0.00163295 0.0216894 -0.00782881 -0.0295916 0.000625988 0.00846947 -0.0109039 0.0020578 -0.00622985 -0.0324505 0.00409302 -0.00272354 0.00494306 0.00610454 0.00250519 -0.00574008 0.000237283
internal_weight=155.476 46.5083 46.0821 45.7593 5.45525 4.52138 2.78716 108.967 106.755 1.67876 105.076 2.74028 40.304 35.4195 4.88455 2.62704 1.90449 34.6851 20.6425 14.0426 18.6817 13.4506 3.79954 9.65106 8.98368 8.49512 17.8329 2.34998 6.98113 6.34422
internal_count=2900 1376 1367 1365 129 107 65 1524 1479 66 1413 47 1236 1146 90 60 54 1092 548 544 530 528 69 459 453 445 511 54 418 400
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 0 1 2 0 2 0 0 0 2 0 2 0 2 1 1 1 0 1 0 2 2 2 2 0
split_gain=0.029472 0.0782386 0.0712085 0.0660395 0.0646514 0.0594349 0.179804 0.0465835 0.0348352 0.426162 0.359577 0.616425 0.562865 0.187564 0.0505967 0.0531764 0.0406601 0.255418 0.546206 0.234448 0.508491 0.39807 0.931427 0.214187 0.256875 0.264615 0.670878 0.172987 0.168877 1.11048
threshold=35.461062230100005 33.96174662340001 0.38906020780000011 0.39458399450000009 0.43166372265000008 0.50749977545000013 0.51401155655000019 0.33960061075000009 37.020641110850008 0.50041914915000019 36.82350895510001 0.50749977545000013 0.52975958800000011 0.56276758185000009 37.360990606650006 0.51700547890000015 38.703421923500009 0.4901499955000001 38.512991772500008 0.37401574800000009 0.38780276035000005 0.38991347565000006 0.52772372085000019 0.39685937550000011 0.54679500610000009 38.386256906100009 37.962710038050005 38.994321257850011 39.268993001500007 0.52266399210000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 -3 -7 -1 9 -2 11 -11 -13 -14 15 -10 17 -16 19 -19 -21 -22 -23 -24 -25 26 -26 -18 29 -29
right_child=8 5 3 4 -6 6 -8 -9 14 10 -12 12 13 -15 16 -17 27 18 -20 20 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0092615351504332418 -0.050272753822549546 0.031107537912164914 0.10163565102613802 -0.10286080306946895 0.043368237082018979 -0.10626917701065397 0.037258394334729071 -0.06026922254958636 0.030997352795804296 -0.11189681954119741 0.046815730928473104 0.03672444988618153 -0.11666558156267373 0.012127890046215783 0.017927689719194614 0.0011732489387304978 0.020146776454993839 0.048260455263368356 -0.095108286829488908 -0.10207643634236777 0.077373167466246826 -0.12827143215075057 0.057561816256626 -0.038076851912025901 0.063070976053391486 0.098371054835906663 -0.12348821372687704 -0.077997824959357351 0.00036634282816388759 0.023123825243132112
leaf_weight=0.13613723556683455 1.6904556100826074 1.4204904376674674 0.080097392201423645 0.049981259790683907 0.076530346383535175 0.13475087261758734 0.24777533633562143 0.32974202022427335 1.0794294126098969 0.5121983848512176 1.589993376022903 1.7711932569000057 0.38890635989810096 0.15942712387686697 2.921682912454342 1.3399864941566191 4.268516923988499 0.68174611497670401 0.79892936848864327 0.58164414018392552 0.54547155648469914 0.59929465875029597 0.67846468463540111 1.2309760420466775 0.53665880777407415 0.36212592421998124 0.30079763652292968 1.8754987511783827 125.70689931326478 2.5797244254990801
leaf_count=38 33 37 2 17 118 5 54 41 14 7 17 31 29 39 42 34 48 8 19 9 3 23 4 20 37 10 29 19 2072 41
internal_value=4.94482e-06 0.0108285 -0.0182811 0.0305825 -0.0144028 0.0216858 -0.0133014 -0.0399512 -0.000171098 -0.00756734 0.00875925 -0.0126092 0.00931553 -0.0792191 0.000138354 0.0144794 -0.000103153 -0.00652069 -0.0178299 -0.00663944 -0.0143798 -0.00238851 -0.014121 0.00788264 -0.00598478 0.0269472 -0.00393736 0.000337847 -0.000311764 -0.019445
internal_weight=154.676 2.4755 0.672488 0.206609 0.126512 1.80302 0.382526 0.465879 152.2 6.11217 4.42172 2.83173 2.31953 0.548333 146.088 2.41942 143.668 9.23779 6.31611 5.51718 4.83543 4.25379 3.70832 3.10902 2.43056 1.19958 0.837456 134.431 130.162 4.45522
internal_count=2900 312 216 137 135 96 59 79 2588 156 123 106 99 68 2432 48 2384 204 162 143 135 126 123 100 96 76 66 2180 2132 60
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=2 0 0 1 2 0 2 1 2 1 0 2 1 0 0 0 0 2 0 0 1 0 1 1 0 0 2 1 0 1
split_gain=0.0314618 0.112048 0.321598 0.155851 0.0725951 0.120471 0.138591 0.101001 0.0507857 0.0652737 0.0482216 0.0475506 0.585736 0.181205 0.439004 0.86571 0.156349 0.041373 0.0490317 0.0397475 0.134635 0.0361809 0.869452 1.53882 1.08026 0.448338 0.406589 0.360025 0.497897 0.370627
threshold=35.97706729810001 0.49850303880000008 0.50041914915000019 0.36543816055000006 35.616518500750011 0.4588185982500001 34.542090938800008 0.31100865245000009 32.785955158400007 0.38185982460000006 0.43780126340000008 37.020641110850008 0.36501901140000009 0.52104727400000017 0.52877159370000015 0.52975958800000011 0.56276758185000009 37.360990606650006 0.52290350590000012 0.51243974730000008 0.38733870245000007 0.50300889195000009 0.37138109635000011 0.37668033890000002 0.50579323975000012 0.49678153350000009 41.811877919650009 0.38042274180000007 0.52161611930000007 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 9 -4 -9 12 -2 -14 -15 -16 -17 18 -13 -10 -21 25 24 -24 -23 -19 -27 -25 -29 -30
right_child=11 2 8 -5 -6 -7 -8 10 19 -11 -12 17 13 14 15 16 -18 21 -20 20 -22 22 23 27 -26 26 -28 28 29 -31
leaf_value=0.10138044371005941 -0.081633505881598734 0.10330498358082817 -0.10968697148498655 -0.060286466205003379 0.056672703088834889 0.026232612607958929 -0.10957397925336479 -0.1033873458994729 -0.012927036311563273 0.014123392578016581 0.020008016949018402 -0.0010083958893285596 0.020189345492676248 -0.12525957007980412 0.10958778493274079 -0.11484613621105251 -0.00011996835905981636 0.00025103799767886413 0.027573065324101115 0.10181285871484527 -0.00092091223389771963 0.094216734253225493 -0.10953896008043246 0.043658888577170693 -0.0064056751487629199 -0.0011162119392467884 -0.06365905748817112 -0.034850294801982679 0.022525401209736912 -0.0013429025367795652
leaf_weight=0.076336078345760727 0.92690968107854033 0.42196688025433093 0.085836239624768385 0.43540571187622834 0.2568751989674638 0.56320790968720758 0.18246337643358856 0.066015727295393845 0.43872094340622403 0.084501625162175742 0.060871537329035164 1.2122869255254038 2.8923654124955647 0.32584316263091728 0.4578089714050293 0.36342525662439584 0.17646630369563354 74.188625863804646 1.1888074116523055 0.17261921986937523 0.48875512286257106 2.1930479174479833 1.2883647760609154 1.9083738411427464 2.0778046578052454 2.0090296212583771 2.1537712936114985 3.9293269561167099 7.5751772155635981 46.07989389246427
leaf_count=2 20 9 3 5 7 22 9 43 14 109 15 15 19 17 2 25 37 906 33 4 106 31 45 25 35 24 34 56 56 1172
internal_value=3.35996e-06 0.00961269 0.0276666 -0.00900475 0.00951318 -0.00325337 -0.046311 0.0104895 0.0025438 -0.0482668 -0.044191 -0.000208856 -0.00965925 0.00616501 -0.0244827 0.0084305 -0.0773473 0.000124478 0.0131426 0.0104113 0.0258927 -9.3492e-05 0.00164973 -0.00141481 0.0452631 -0.00154082 -0.033475 0.000926707 -0.000489457 0.00202689
internal_weight=154.281 3.33358 1.6924 1.64118 1.20577 0.948895 0.385687 0.203223 1.27043 0.170338 0.126887 150.947 5.14282 4.21591 1.32354 0.997701 0.539892 145.805 2.40109 1.1001 0.661374 143.403 65.052 60.7811 4.27085 78.3514 4.1628 59.4928 57.5844 53.6551
internal_count=2900 348 245 103 98 91 69 60 236 112 58 2552 120 100 81 64 62 2432 48 124 110 2384 1420 1354 66 964 58 1309 1284 1228
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 0 2 2 2 1 1 1 0 0 0 0 2 0 1 0 0 1 1 2 2 1 2 2 2 0
split_gain=0.0320053 0.19596 0.638243 0.358221 0.261456 0.228623 0.211437 0.117288 0.0984292 0.120241 0.171009 0.0580592 0.20554 0.102549 0.0847863 0.0511968 0.0412092 0.0621111 0.039695 0.0441719 0.0618197 0.0366227 1.16715 0.220329 1.31955 0.681384 1.16292 0.340154 0.842429 0.78207
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 0.38780276035000005 0.52877159370000015 0.52975958800000011 36.072790850000011 34.997818021800008 37.020641110850008 0.36543816055000006 0.36730936200000003 0.36449507500000006 0.4942366995000001 0.42314601355000009 0.45006137540000007 0.52898116820000018 35.131296350900008 0.41932876265000008 0.40259273675000007 0.54191491270000014 0.54384599265000022 0.34542378970000004 0.34545372890000009 41.872669623500009 42.233786329550007 0.34518427590000006 43.673409002000007 41.061442884200012 40.532725462000009 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 6 -3 -4 -5 -6 11 18 9 -2 -11 12 13 16 -15 -12 17 -1 -7 -20 -21 23 -23 27 -25 -26 -27 28 29 -10
right_child=8 2 3 4 5 7 -8 -9 21 10 15 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.10270417050597556 -0.041046454453761705 -0.090934716368197124 0.055262959872227901 -0.083265046147335556 0.10772675658556091 0.077283851853455515 0.078574647954419333 -0.10418440495348416 -0.0096172109998516886 0.040555795762413943 -0.04612517759884311 -0.018937850830336094 0.10350254100488404 0.056223907485340556 -0.013884178024852912 -0.0044310160516296314 -0.10568931032036538 0.09697500975422213 -0.10354061052627993 0.100932287608549 -0.03627572505711904 0.10093415264240491 -7.6086197080668769e-06 -0.10349985482741247 0.0054411049165516328 -0.14528682011812585 0.013305715250451135 0.017533488385085279 -0.049620935939238081 0.04926475684662316
leaf_weight=0.031495520326515036 1.3009895606292041 0.72088808193802867 1.1710090386914092 0.44572091593727214 0.19231550395488739 0.070329966954886913 0.64056126389914414 0.1276958556856016 7.9484326127858385 0.63668283820152272 0.54766028796439037 0.47081147506833065 0.24671992380172014 0.30952981812066582 0.38965259315818912 0.63711368175063399 0.11019546319585061 0.030822561544482596 0.040304041453055106 0.05259290337562561 0.087418977317227586 1.1583116414258245 103.31836461183309 1.4211897095410702 13.027303883824059 0.85193154139778826 1.0111284860176963 10.200696388608774 3.4281526128033866 3.1495021004229784
leaf_count=38 12 12 24 32 1 3 9 52 88 2 9 7 4 14 32 37 11 3 3 2 161 9 1863 41 240 36 7 89 34 25
internal_value=8.50812e-06 0.00776797 -0.00933209 0.0175613 -0.0258762 0.0189483 0.0300713 -0.0261788 -0.000259719 -0.017827 -0.00124231 0.0105213 0.0229225 0.000115619 0.0171528 -0.0237041 -0.0689348 -0.00394273 0.0135626 -0.0112911 0.015264 0.000117237 0.00111151 -0.00241402 -0.0114355 -0.00264854 -0.0592148 0.00353719 -0.00629147 0.007093
internal_weight=153.776 5.13806 2.90828 2.18739 1.01638 0.570657 2.22979 0.378342 148.637 3.12245 1.82146 1.58923 1.11842 0.871696 0.699182 1.18477 0.172514 0.0623181 0.250646 0.180316 0.140012 145.515 104.477 41.0383 16.3116 14.8904 1.86306 24.7268 14.5261 11.0979
internal_count=2900 408 290 278 254 222 118 221 2492 60 48 109 102 98 46 46 52 41 169 166 163 2432 1872 560 324 283 43 236 147 113
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 1 0 2 1 1 2 1 0 0 0 1 2 1 1 2 2 2 1 1 2 1 1 1 1
split_gain=0.030765 0.273775 0.473922 0.230583 0.117593 0.135678 0.288216 0.511937 0.468886 0.117639 0.226744 0.382693 0.0665168 0.149537 0.110305 0.424335 0.979522 0.302633 0.67307 0.353575 1.40865 0.876568 0.488024 0.38967 0.386031 0.320583 0.236415 0.300239 0.316738 0.232528
threshold=0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.3972336157500001 0.42646926740000007 0.31148768000000004 0.41155953415000007 35.818873074050011 0.32600820335000008 0.34193587020000005 37.572218886150004 0.34458549145000011 0.47814436690000012 0.47868327295000007 0.47796473160000008 0.34545372890000009 40.259171735100004 0.34494476210000008 0.34500464060000008 42.541806567400009 40.79983011445001 42.718072821900002 0.35759408400000009 0.34569324270000007 41.395309858300003 0.3447052483500001 0.3447651268000001 0.34491482290000003 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 -2 6 -6 -8 -9 -7 11 -11 13 -12 15 17 -17 18 -14 20 -19 -21 25 24 -24 -23 -16 -28 -29 -27
right_child=4 -3 -4 -5 5 9 7 8 -10 10 12 -13 14 -15 26 16 -18 19 -20 21 -22 22 23 -25 -26 29 27 28 -30 -31
leaf_value=0.02952405447674283 0.028907620801006385 -0.025389966243683521 0.11515392255827202 -0.11832779410612193 -0.1074717243848422 0.023441232738045971 0.090171028838224476 0.03646656186823137 -0.14460225852826303 0.016934028793926633 0.018623143569535362 -0.10786069618406834 0.039720699848649524 -0.012385566938105323 0.042820176886349884 -0.13778942400100638 0.020894985420404185 -0.086156109028591443 -0.12126316845118355 0.10659199903329322 0.032203545680868952 -0.015503709292456201 -0.022694925390461224 0.0082014998754530513 -0.12151478907478004 0.061278476054409815 -0.058677102473121204 0.03491629163503928 -5.2401395505392056e-05 0.013444870511734245
leaf_weight=0.24570185830816571 1.4159052617615078 2.6086816424503922 0.42224305643321713 0.18482835046279433 0.36567234974063356 2.1527588148601344 0.3630746281996835 0.26445912697454332 0.3114301021432766 0.47272157669067283 5.2396440478041759 0.51174456811713753 0.44570026546716934 2.2116138678975403 1.3225552588701237 0.77010424717445747 0.78604522964451462 1.9095767182297994 0.62238252663343019 0.87941976590081949 2.1239380449987948 1.9153279741294662 0.9420053988160364 1.3739781144249716 0.681144985021092 1.7792990328744052 0.856781255453824 2.6499000117182723 115.07122203395627 2.3698339984985068
leaf_count=11 12 20 24 91 33 32 8 15 40 15 40 45 5 18 7 22 20 21 42 7 25 16 39 29 20 15 6 14 2171 37
internal_value=1.00747e-05 -0.00931042 0.0398778 -0.0339493 0.000225433 -4.82417e-05 -0.0321547 -0.00282308 -0.0614521 0.000236536 -0.00010813 -0.0479367 0.000218966 0.00941942 -0.000283271 -0.00792347 -0.0576344 -0.00278089 -0.0540862 0.00114041 -0.0238312 0.0112725 0.00202182 -0.0309894 -0.0641641 0.0183364 0.000774421 0.000305465 0.000734743 0.0339577
internal_weight=153.27 3.46145 0.852773 0.43053 149.808 148.392 1.30464 0.938964 0.575889 147.088 144.935 0.984466 143.95 7.45126 136.499 16.5988 1.55615 15.0426 1.06808 13.9745 4.03351 9.94101 9.06159 2.99713 1.62315 6.06446 119.9 118.578 117.721 4.14913
internal_count=2900 146 126 102 2754 2742 96 63 55 2646 2614 60 2554 58 2496 298 42 256 47 209 46 163 156 88 59 68 2198 2191 2185 52
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 0 0 1 0 2 2 2 1 2 1 1 0 0 0 2 0 0 0 1 1 2 0 2 0 2
split_gain=0.0278162 0.360461 0.985994 0.363343 0.291592 0.238681 0.307538 0.929605 0.417463 0.166995 0.614069 0.461345 0.577821 0.533842 0.503563 0.458141 0.834483 0.61067 1.0359 0.456129 1.01788 0.663696 0.396382 0.84317 0.281745 0.263025 0.83264 0.400541 0.441106 0.342028
threshold=0.52803808270000008 0.52975958800000011 37.858673296900008 0.38780276035000005 0.39167988980000007 0.52646627350000019 0.52428071015000011 0.39024280710000009 0.52290350590000012 40.823855932350007 40.712530798250008 41.21013581150001 0.3982365797500001 41.558544840500012 0.4323972336000001 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 40.036761086100007 0.55671985870000007 0.54511840960000013 0.55754318735000019 0.43625939340000008 0.44922307715000004 42.428475018400007 0.56639022785000004 41.986601436450009 0.56276758185000009 42.654057868200006
decision_type=2 2 2 2 2 2 2 2 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 6 8 -8 -1 10 15 14 -13 -14 -11 -6 -17 -18 -19 21 -21 -20 -15 -24 -22 27 -27 28 -25 -28
right_child=1 3 -4 4 9 -7 7 -9 -10 11 -12 12 13 22 -16 16 17 18 19 20 24 -23 23 25 -26 26 29 -29 -30 -31
leaf_value=-0.00014714543776463531 0.046063704145632191 -0.059195089989822904 -0.096845246785632583 0.064673880513977114 0.075985660438086841 0.033722746892534447 0.028953591317069628 -0.12406864436386481 0.040158397733774616 0.066535009078140542 -0.10968902050129961 -0.077421796683114039 -0.047745005148494349 0.026239388627052392 -0.0030579180694132397 -0.11427883538427852 0.034881033162447769 -0.12116378283848726 0.074218330230347643 -0.10472361536813642 -0.02619823983610205 -0.0056106125736048616 -0.11415319963133758 0.056588884696982145 0.062045305230637809 -0.12460039124798553 0.05163145944535228 0.069335485759085519 -0.069929467509361132 -0.0063423502390636214
leaf_weight=100.74033909823757 0.77483212016522829 1.0171286968979973 1.2808924304899845 0.71348442672751744 0.68519910750910717 2.1689935412214245 0.83964057289995142 0.75306218236437417 2.6370045247440421 2.3331531813601059 0.56945725414698323 0.93878308371859276 1.8921402949390564 7.2458514407717329 1.8755522007922989 0.69956579494464577 3.3623995979432939 0.83087774692103167 1.2490431047972359 1.2874710286851043 0.7306526646716518 6.2670217912552744 0.65201796547626045 0.50642902823164992 0.71675096987746656 0.54834246588870694 1.2145280355252905 1.312488384743119 0.60452342169628537 6.2777741087365939
leaf_count=1366 9 16 47 8 8 45 13 53 47 14 16 53 35 108 39 29 35 12 15 14 7 439 36 4 43 13 23 31 36 286
internal_value=7.30009e-06 -0.00206165 -0.0429808 -0.000129252 0.00128389 0.000887613 0.000209142 -0.0433984 0.00088099 0.000201885 -0.00766482 0.00528038 -0.000725298 0.00282961 0.0355219 -0.00399444 -0.00761324 -0.00244718 -0.0137732 -0.00506874 -0.0400382 0.00765561 0.00804116 -0.00382106 0.0174998 0.00305374 -0.00565025 0.0319324 -0.0122559 0.0030554
internal_weight=152.725 45.5864 2.05572 43.5306 42.5135 107.139 104.97 1.5927 103.377 41.8 16.3984 25.4016 21.1929 20.2541 4.20871 15.829 15.1438 14.4442 11.0818 10.2509 2.73487 7.51606 18.362 11.1161 1.4474 10.4641 8.04064 2.42344 1.11095 7.4923
internal_count=2900 1376 56 1320 1304 1524 1479 66 1413 1296 618 678 625 572 53 602 594 565 530 518 64 454 537 429 50 393 322 71 40 309
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 2 2 2 1 2 1 2 0 1 1 0 0 0 0 1 2 2 0 2 0 1 1 1 0
split_gain=0.0272148 0.34699 0.251883 0.487268 0.467565 0.454625 0.19591 0.605838 0.600455 0.702337 0.403248 0.259967 0.176943 0.164258 0.324525 0.146478 1.47854 0.423084 0.500289 0.36019 0.450456 0.298497 0.273801 0.208479 0.195136 0.156792 0.142594 0.16837 0.193301 0.379982
threshold=39.788107623550012 39.995120105550008 39.420767558750008 0.34524415440000006 39.268993001500007 0.39024280710000009 40.305698932850007 40.496232821400007 40.21994457600001 0.39135055835000004 40.580626202750004 0.39584144190000009 39.893178577750007 0.45612406815000006 0.31810424840000007 0.39078171310000004 0.52772372085000019 0.52029879345000019 0.50300889195000009 0.52803808270000008 0.39410496695000002 38.592454371550012 39.134693790050008 0.56915960600000015 37.272044000450002 0.62143349005000015 0.46208197360000008 0.40105086675000007 0.42067602765000006 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 13 -5 8 11 9 -3 -9 -8 -2 14 -1 17 -17 18 21 -18 -21 -15 23 26 -20 -25 27 -22 -29 -30
right_child=1 6 3 5 -6 -7 7 10 -10 -11 -12 -13 -14 15 -16 16 19 -19 24 20 22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.021942027621018174 0.0095984420209518206 0.035130591167881274 0.019207091913738056 -0.063464898291555188 0.043649618029028413 -0.0071472705654849651 0.065345318540246167 -0.048224990199990062 -0.061052013970497414 -0.047079727390227089 0.00021510631491934506 0.010266911652258456 0.052262116525759052 0.0150765391818353 -0.099764108085106704 -0.15214497569798971 0.10035344819232372 0.030130893342585053 -0.064735773741690969 -0.12490659369038917 0.043302511776824266 -0.026862760195161452 -0.077343374921509944 -0.10483232663192917 -0.015098374840043558 0.021487690516943426 0.051686454370942936 -0.032686722256611997 0.049050451587692563 -0.018298648438048931
leaf_weight=0.40304489393020659 2.0215242176855091 2.7341385819818234 2.4837828553281707 2.7207591508631594 2.4661277122795573 3.0293673729647708 1.9966184847871766 1.7493533369415661 2.1029609143242851 1.6763146956245689 97.601771305087368 1.5013170239635654 1.8726137826924971 8.1265577290821565 0.48002876744916989 0.68435729898828768 0.34867609664797594 4.8203414180316022 1.5346925063058727 0.2942270163912325 0.9643726882059126 2.1449960256577461 0.41841481850860862 0.28431130202579868 1.6365309017710385 0.15015597011506543 0.74051429547625947 1.4738873853995071 1.4687518458231354 1.9498298391126807
leaf_count=32 24 26 16 27 24 41 26 24 24 34 1760 22 24 98 74 49 2 44 24 5 25 27 15 135 18 126 11 49 20 74
internal_value=-5.81079e-08 0.000781654 -0.00229228 -0.0178066 0.00191123 -0.0337948 -0.000262821 0.0008023 -0.0170814 0.00388429 -0.000637817 0.0417056 0.0301146 -0.00177497 -0.044216 -0.000388958 -0.0110054 0.00471347 -0.00440077 0.000929341 -0.00354699 0.00631841 0.00124578 0.00592207 -0.0391201 -0.0611749 0.0103407 0.00511315 -0.0024145 0.0106371
internal_weight=151.88 113.257 38.6237 8.23391 30.3898 5.75013 109.362 102.849 6.51341 4.41045 99.3511 3.49794 3.89414 27.9237 0.883074 27.0406 8.7775 18.2631 13.4428 8.09314 7.74447 10.2716 7.45024 7.03182 3.17122 0.434467 6.59736 5.85684 4.89247 3.41858
internal_count=2900 1964 936 84 852 68 1916 1832 84 60 1784 48 48 828 106 722 511 211 167 462 460 125 455 440 42 261 179 168 143 94
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 1 1 2 0 2 1 2 1 0 2 2 0 1 1 2 0 0 0 0 0 0 1 2
split_gain=0.0323147 0.145828 0.132067 0.104022 0.28311 0.126994 0.0648248 0.182495 0.0837591 0.0582267 0.21561 0.618449 0.37703 0.047839 0.0633279 0.0368738 0.177898 0.112793 0.166209 0.454425 0.296339 0.17673 0.140591 0.395059 0.173783 0.140452 0.254243 0.235572 0.248277 0.208899
threshold=36.173488152900006 36.072790850000011 35.97706729810001 0.49850303880000008 0.50041914915000019 0.36543816055000006 35.337501601400007 0.34392682850000006 0.33672644530000007 37.020641110850008 0.50041914915000019 36.735256530150004 0.38733870245000007 32.785955158400007 0.38185982460000006 0.47727612945000003 38.175120519550006 38.512991772500008 0.47577916830000005 0.34500464060000008 0.34512439750000007 41.755948821900006 0.47305469895000007 0.46594413340000007 0.43780126340000008 0.43447800965000011 0.42646926740000007 0.3972336157500001 0.31123319660000009 49.275256100300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 10 -2 12 -12 14 -6 16 -11 -18 22 -20 -21 -22 23 24 25 26 27 28 29 -19
right_child=9 -3 -4 4 13 -7 -8 -9 -10 15 11 -13 -14 -15 -16 -17 17 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0091065881496183217 -0.054000351421264838 0.078052753458845464 -0.057137914280504298 0.10283637651978859 -0.10946301562297817 -0.055191563226601043 0.037678537627488545 -0.073016458394215236 0.084878422620088476 -0.038870134831882744 -0.11894868510605681 0.034086815138522512 -0.0080952083163583401 0.012006604660983628 0.013928632053786236 0.00077175751709102373 0.043975610315394903 0.029122059220476622 -0.065273054043156559 0.042555029396012467 -0.051483714466219327 0.0071226578851213227 0.018464640052955603 -0.059226789315276467 0.031929854839824648 -0.045895798918925909 0.050173088628064383 -0.055069934399259696 -0.03465476576215467 -0.029902701053000615
leaf_weight=0.20865209249495842 0.94106110719530889 0.28408652885264007 0.32517291720432684 0.38186987244989712 0.08052192348986853 0.4249582627089693 0.46291424480295973 0.27664622643709436 0.17381423898041248 1.3511271726656584 0.53174068033695243 2.0517668484935712 0.72533598141990296 1.0383069932381941 0.08603374206143144 122.66156140647968 0.53408708275310601 2.7015353546644314 1.4588340312529897 1.1554550807923081 0.97949552698992226 1.0839611578903712 4.0673331172874887 1.1318617307842931 1.7312752954749155 0.70026700606103975 0.91336750128539268 0.85434797456764489 1.3398391660302875 0.77065489441156376
leaf_count=41 17 12 12 9 3 5 13 35 9 30 6 29 44 124 109 1956 5 113 29 8 10 45 54 22 47 37 8 51 8 9
internal_value=2.70359e-06 0.00917877 0.00352199 0.00981642 0.0278061 -0.00863547 0.00899727 -0.0111464 0.0336055 -0.000229858 -0.0117652 0.000246792 -0.054986 0.00402594 -0.0457255 0.000111929 -0.00378418 -0.0013434 -0.00262485 -0.0189748 0.00200783 -0.020697 0.00275717 -0.00354142 0.00345294 -0.00331922 0.00121211 -0.00667995 0.00191142 0.0160215
internal_weight=151.428 3.74298 3.45889 3.13372 1.58673 1.54699 1.12203 0.659113 0.382466 147.685 4.2499 3.30884 1.25708 1.20486 0.166556 143.435 20.7734 19.4223 18.8882 4.67775 3.21891 2.06346 14.2105 10.1431 9.01129 7.28001 6.57974 5.66638 4.81203 3.47219
internal_count=2900 372 360 348 245 103 98 85 50 2528 96 79 50 236 112 2432 476 446 441 92 63 55 349 295 273 226 189 181 130 122
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 0 2 2 2 2 1 1 2 1 1 2 2 2 1 0 0 2 0 1 2 1 2 2 2
split_gain=0.034383 0.241198 0.405471 0.357645 0.462873 0.319175 0.234714 0.182331 0.118524 0.183911 0.114829 0.0975587 0.0744356 0.0423533 0.0526605 0.0436469 0.0387193 0.377868 0.289626 0.203523 0.176203 1.3002 0.572834 0.253293 0.482405 0.242125 0.664547 0.380433 0.657897 0.554997
threshold=36.625813070500008 0.52161611930000007 0.51700547890000015 0.49967066855000003 35.818873074050011 0.52877159370000015 0.52975958800000011 34.997818021800008 35.461062230100005 35.337501601400007 37.020641110850008 0.34392682850000006 0.33672644530000007 34.394321486900004 0.43166372265000008 0.43625939340000008 41.322103772800006 41.395309858300003 41.134354310300004 0.34560342505000002 0.55671985870000007 0.54749857790000023 39.530201452500002 0.55980359870000018 0.4323972336000001 40.79983011445001 0.34560342505000002 40.337496327150006 40.21994457600001 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -2 12 -1 14 -8 -16 18 -18 20 -20 21 25 -23 -22 -25 27 -27 28 -12 -29
right_child=10 5 -4 -5 -6 6 7 -9 -10 -11 16 -13 -14 -15 15 -17 17 -19 19 -21 23 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.0081975030652524494 -0.020845483663995204 -0.12038656853412447 0.08740701496471967 -0.037058215406026843 0.10197851440497799 0.10639645208118334 -0.10245035699447716 -0.10510550911902002 -0.045365990782683774 0.078117341842596943 0.0023611796099470275 -0.035902542066630891 0.082099209810077789 0.061711356209715774 0.070883448286981954 -0.10071589042543978 -0.039892749326654237 -0.00014665834766033195 0.0033647461107394771 0.036549177150556562 0.053074555375932989 -0.02518236064967791 -0.13941387542152325 0.076438848672576276 -0.0059353345043207505 -0.05802828246660871 0.012879975542234336 0.064829287338530744 -0.048418696342915749 0.0063704438534780937
leaf_weight=0.2086142844845964 2.6656861809633474 0.31308866879408004 0.70377486129291345 1.3174313215422442 0.62160041554307088 0.16321092844009399 0.047587083043254097 0.19961693960533466 0.41687199412262987 0.34629145788494498 33.133003770327377 0.51657538657121904 0.16233160914271139 0.13189802478302681 0.062095335888443515 0.019470145192499899 2.4709506997969575 74.807321011225213 3.5750174087588666 3.8262259105813428 1.3514630114659656 0.81324237215448991 0.9539270841924008 0.82217412738827977 5.254556490958862 2.4449392862734376 2.8769133840687573 2.235117322416043 2.7642332833638639 5.9398559235050925
leaf_count=41 48 23 13 31 16 1 17 60 8 5 353 43 9 23 9 121 22 1518 29 37 19 30 17 10 241 24 26 26 25 55
internal_value=4.51396e-06 0.00797079 0.0180025 0.0043955 0.0284296 -0.0379977 0.00334856 -0.0331605 0.000733252 0.0163089 -0.000281006 -0.00780735 0.0313177 0.0218535 -0.0188516 0.0299217 0.00010162 -0.00141753 0.00188062 0.0205201 -0.000473999 -0.00256362 -0.0868451 0.0139182 0.00520979 0.000451713 -0.0196963 0.00288465 -0.00154908 0.0223537
internal_weight=151.165 5.23046 4.29349 3.58972 2.27229 0.936967 0.623878 0.460668 1.65068 1.23381 145.935 0.887521 0.370946 0.261051 0.129153 0.0815655 143.269 77.2783 65.9907 7.40124 58.5894 51.1612 1.76717 7.42819 6.07673 49.3941 5.32185 44.0722 35.8972 8.17497
internal_count=2900 420 166 153 122 254 231 230 106 98 2480 93 50 170 147 130 2432 1540 892 66 826 556 47 270 251 509 50 459 378 81
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 2 1 2 2 1 1 0 0 2 0 0 2 2 1 1 1 0 1 1 1 1 2 2
split_gain=0.0298513 0.276958 0.263984 0.106151 0.092798 0.238393 0.466321 0.38679 0.0970386 0.0584077 0.138639 0.0919114 0.368361 0.134823 0.103241 0.291075 0.14957 0.108309 0.32299 0.637571 0.385255 0.104492 0.125716 0.180691 0.615916 0.472074 0.384785 0.876416 0.688899 1.42336
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.3972336157500001 0.42646926740000007 0.31148768000000004 0.41155953415000007 35.818873074050011 0.32600820335000008 35.616518500750011 32.785955158400007 0.34307356065000005 0.34193587020000005 0.4588185982500001 0.47305469895000007 42.131954243650007 0.47512050540000011 0.47727612945000003 42.541806567400009 42.773538294100007 0.34500464060000008 0.34458549145000011 0.3447651268000001 0.48101853240000009 0.34494476210000008 0.34503457980000002 0.34494476210000008 0.34515433670000012 42.131954243650007 43.279086095950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -8 -6 10 -10 12 13 -11 15 -13 -16 18 20 -20 -18 -19 -23 26 -25 -26 -24 -28 -29 -30
right_child=3 -3 -4 4 8 6 7 -9 9 11 -12 14 -14 -15 16 -17 17 21 19 -21 -22 22 23 24 25 -27 27 28 29 -31
leaf_value=-0.012083484325346922 0.027568614976459845 -0.055216635213476029 0.06068347399703139 -0.096869117047006098 0.021677707874521262 0.089920228427059712 0.029416418101450455 -0.13847969692338227 -0.061251813782111475 -0.028413611345058154 0.024612850223355815 -0.071695029459246856 0.010749859798493853 -0.11717221220723979 0.022742404956124802 0.013724224380942014 -0.068879924461895434 0.018829050451589939 0.069513735246560765 -0.029371858368923965 -0.0054196529274112178 -0.022409083432641343 0.039859822295727758 -0.069479619597973261 0.069638147479284637 -0.0011474750470572843 -0.059773866273936861 0.027349174025157769 -0.07544342755353263 0.02284875315511916
leaf_weight=1.7687742786333727 1.4060001032994467 0.94653479829958076 0.69422823563218106 0.3523864953094733 2.0724179442040613 0.35238794048200361 0.2651932970484836 0.28432319748753798 0.20828704475044846 0.29533157974947122 1.9346521826182934 0.73377886619436938 1.2433637259528041 0.40695815832805238 2.8892608102323711 0.87418913979490753 1.588127059862017 3.0024526957422486 1.1701151216402652 1.4725979529102913 2.4058039895026013 2.4648735933005801 3.3543504800181863 1.3103550672531117 0.95125986635684867 98.381656182163056 1.9809668991947571 9.7352904300205392 2.40727383585181 3.7970232907682657
leaf_count=113 12 29 4 33 32 8 15 40 131 16 146 30 11 31 33 27 21 22 9 56 31 16 20 10 4 1823 25 75 54 23
internal_value=9.02553e-06 -0.0092415 0.0084268 0.000223087 -4.03717e-05 -0.0271233 0.000127343 -0.0574541 0.000194421 -0.00011778 0.0162671 -0.000367748 -0.0219513 -0.0798469 -6.45837e-05 -0.0252559 0.000231278 -0.000254018 -0.0127086 0.0144118 -0.0306537 0.000394852 -5.01264e-05 0.000401914 -0.00136809 -0.000469598 0.00877514 0.00295674 0.0107529 -0.0152887
internal_weight=150.75 3.40954 2.463 147.341 145.935 1.25429 0.901904 0.549516 144.68 142.608 2.14294 140.465 1.94565 0.70229 138.519 1.60797 136.911 134.022 6.63664 2.64271 3.99393 127.386 124.383 121.918 100.643 99.3329 21.2749 17.9206 15.9396 6.2043
internal_count=2900 146 117 2754 2742 96 63 55 2646 2614 277 2337 58 47 2279 57 2222 2189 117 65 52 2072 2050 2034 1837 1827 197 177 152 77
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 1 0 0 1 2 0 0 0 0 2 2 2 2 1 0 2 2 1 0 0 2 0 1
split_gain=0.0274413 0.328742 0.254343 0.205362 0.151255 0.148441 1.02793 0.442221 0.778709 0.260022 0.562196 1.39236 0.867813 0.864039 0.760523 0.654885 0.528297 0.654297 0.543305 0.571414 0.426099 1.27478 0.572768 0.512937 0.408514 0.822984 0.9251 0.517305 0.406552 0.403992
threshold=41.322103772800006 41.395309858300003 41.134354310300004 41.21013581150001 0.34560342505000002 40.79983011445001 0.3453339720000001 0.35877668335000007 0.55671985870000007 0.54095685760000012 0.42829556000000008 40.036761086100007 0.54384599265000022 0.54384599265000022 0.55671985870000007 0.54511840960000013 40.305698932850007 40.21994457600001 40.496232821400007 40.660558922250004 0.39078171310000004 0.52772372085000019 39.344049039350004 39.788107623550012 0.36927038110000004 0.51700547890000015 0.52215502530000013 39.56957118270001 0.48414718120000005 0.36000419150000007
decision_type=2 2 2 2 2 2 2 2 2 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 16 11 13 -12 -11 -14 -15 17 20 -18 -20 23 -22 -23 24 27 -26 -27 29 -25 -1
right_child=1 -3 3 4 -6 6 7 8 -10 10 12 -13 14 15 -16 -17 18 -19 19 -21 21 22 -24 28 25 26 -28 -29 -30 -31
leaf_value=0.0099083017545809841 -0.037141679551860991 -0.00011721447311419281 0.040795072289332386 -0.012710540172396412 0.023650066328493254 -0.087285800116962617 0.039259567026618869 -0.061693008836445143 0.029431830143723921 -0.089859467644155436 0.10936190306748612 -0.142120402641362 -0.070042609630663624 0.077820653051881267 0.010618064994836052 -0.026830337859370834 0.064592976924671627 -0.057940128918336047 -0.029265486832990302 0.038851002388042864 -0.1392009357352198 0.022875814852013416 -0.05930167487842191 0.0040099734552923585 0.058583951981626838 -0.048545193513495816 0.023276972296753802 -0.06333233583143906 0.058472097524678579 -0.02577124007213355
leaf_weight=8.6160715892864683 2.4779595065656386 74.463508337634266 2.7309123537124824 2.2053131896536797 2.3773684776665505 1.5191321210295416 2.2987892613746226 1.8884313327725979 1.8628689254455819 0.95183599158190046 0.71373521775240067 1.0313849445956291 1.4806938425208498 1.136242939555814 5.5517372445191882 1.262252007935899 2.7022770566254612 1.8686542361974705 2.1956111121035065 2.8047197891282849 0.81237823291121358 2.8150353760138387 1.2138848789036272 2.4478501866833531 3.1869695386849326 2.7432365985587239 5.1793506357935257 1.6002518950263027 3.1146989355329424 5.0238551150744106
leaf_count=194 22 1518 22 19 25 18 15 21 40 14 5 16 39 11 421 44 32 15 28 21 58 59 17 26 37 30 36 17 24 56
internal_value=9.65292e-06 -0.00130962 0.00139379 0.019088 0.00615234 -0.00056629 -0.0137431 0.00472292 -0.0164411 0.00114001 -0.0118952 -0.040522 0.00429793 -0.00924534 -0.00636522 0.0227461 0.00455264 -0.000216413 0.0284655 0.00894152 0.00271842 -0.0249257 -0.00188368 0.00691222 0.00108714 0.0156706 -0.00159182 -0.00954372 0.0345055 -0.00323318
internal_weight=150.277 76.9415 73.3355 7.31359 4.58268 66.0219 7.56922 6.05009 3.7513 58.4527 12.1279 4.38172 7.74617 3.35033 7.03243 2.39849 46.3248 38.6222 7.70261 5.00033 36.7536 4.8413 4.02892 31.9123 26.3497 11.1096 7.92259 15.2402 5.56255 13.6399
internal_count=2900 1540 1360 66 44 1294 94 76 61 1200 550 85 465 69 460 55 650 569 81 49 554 134 76 420 370 103 66 267 50 250
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 0 2 2 2 1 2 1 0 1 0 0 2 0 0 0 1 2 2 0 1 2 2 1 2
split_gain=0.0281403 0.220845 0.401809 0.295332 0.43487 0.275588 0.213528 0.158227 0.0964573 0.148814 0.0872687 0.0731752 0.0599983 0.0598775 0.0429045 0.0383032 0.0580906 0.0342075 0.424893 0.336765 0.519013 0.0803585 0.0556393 0.198146 0.197264 0.499172 0.35327 0.255671 0.153302 0.15216
threshold=36.625813070500008 0.52161611930000007 0.51700547890000015 0.49967066855000003 35.818873074050011 0.52877159370000015 0.52975958800000011 34.997818021800008 35.461062230100005 35.337501601400007 0.34392682850000006 37.020641110850008 0.33672644530000007 0.42646926740000007 0.40259273675000007 0.54191491270000014 0.54384599265000022 37.663157789700008 0.50579323975000012 0.51929582950000019 0.52324780695000006 0.44489685935000006 38.703421923500009 38.994321257850011 0.54679500610000009 0.42892428370000008 38.386256906100009 38.052786106700005 0.39167988980000007 38.386256906100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 9 10 12 -2 13 -1 -8 -16 -17 18 -13 -20 -21 -22 24 28 26 -26 27 -19 -24 -27
right_child=11 5 -4 -5 -6 6 7 -9 -10 -11 -12 17 -14 -15 15 16 -18 22 19 20 21 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.050808324512007286 -0.016615279015524381 -0.11936365294797369 0.08708117653228406 -0.034313472710036527 0.10108571026618632 0.10562723467349913 0.078636717619025992 -0.10472751129194219 -0.04240391416272455 0.071980290292404575 -0.033944497249272447 0.062533747036893211 0.079311497845099499 -0.055513228989176246 -0.10308801106254786 0.10089528029347244 -0.03672789995014801 -0.028108334950123687 -0.079153518170486756 0.074054035849591679 -0.06140832532368027 -0.0067943951072861513 0.04114793773192929 -0.00038928060978490192 0.102634541490217 -0.062420871433870456 -0.051056695032253352 0.020220723394398815 0.0023757858896218589 0.036667646832602978
leaf_weight=0.10307962597018139 2.6781340533943867 0.28414595709909907 0.68200860451906908 1.3123072313028386 0.56670361342185049 0.14568263292312622 0.079046705737709999 0.18358833875566916 0.4135144029278307 0.32007373846136034 0.51798966114790801 1.0617547098663629 0.14697015294223092 0.10895918076857924 0.035422802058747038 0.048602314665913582 0.083130204797143392 1.8831704430840535 0.58869387954473529 0.71567330509424198 0.57286974220187381 0.50861509141577699 2.0650255500804624 126.70279727613934 0.51892856630729489 0.44098856161645017 1.9414628194499526 2.6141274216315651 2.0147256875825406 0.2389409697566407
leaf_count=35 48 23 13 31 16 1 4 60 8 5 43 21 9 6 3 2 161 35 4 3 29 27 19 2132 7 44 29 36 29 17
internal_value=1.64987e-05 0.00736837 0.016879 0.00315863 0.025744 -0.0387853 0.00100119 -0.0344631 -0.000765856 0.0136175 -0.00768285 -0.000239399 0.0302083 -0.00382653 0.0179318 -0.0107751 0.0140478 6.974e-05 0.00990893 -0.0135102 0.0079925 -0.0357238 -0.000175323 0.000309179 -0.00847167 0.0287728 -0.0154064 -1.62849e-05 0.0220009 -0.0275992
internal_weight=149.577 5.03123 4.17161 3.4896 2.17729 0.859619 0.575473 0.42979 1.61059 1.19707 0.876999 144.546 0.359009 0.212039 0.246202 0.167155 0.131733 141.868 3.44761 2.38585 1.79716 1.08148 138.42 130.783 7.63762 1.19886 6.43876 4.4973 4.07975 0.67993
internal_count=2900 420 166 153 122 254 231 230 106 98 93 2480 50 41 170 166 163 2432 84 63 59 56 2348 2180 168 68 100 71 48 61
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 1 1 2 0 0 1 0 2 2 2 1 0 1 0 0 1 1 0 2 2 0 1 2
split_gain=0.0279572 0.615781 0.241227 0.556692 0.497262 0.805477 0.947565 1.87725 0.280371 0.445531 0.376274 0.328239 0.534832 0.240554 0.218418 0.881438 0.842356 0.560637 0.860845 0.560954 1.72558 0.570134 0.216557 0.766884 0.510258 0.47155 0.979555 0.471682 0.907974 0.454762
threshold=0.48181192180000004 0.34458549145000011 0.48218616210000004 0.34494476210000008 0.34527409360000011 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.35675578575000005 41.811877919650009 0.48759019190000008 0.4942366995000001 0.36106703390000006 0.48140774230000011 40.922041107600009 40.79983011445001 41.028010303750008 0.34554354660000003 0.47868327295000007 0.34479506600000004 0.47851860725000006 0.47868327295000007 0.3453339720000001 0.34545372890000009 0.48015029490000011 41.621607100200002 41.792045663550006 0.47961138885000004 0.35759408400000009 41.395309858300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 -4 -5 -6 -7 -8 9 -9 -10 -12 -13 14 15 17 -16 19 -19 20 -1 -21 24 -24 29 -25 -27 28 -28 -18
right_child=1 2 3 4 5 6 7 8 10 -11 11 12 -14 -15 16 -17 22 18 -20 21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.005726198812787929 0.081633405928965147 0.034434277015940588 -0.05657194341287361 0.043568212296998463 -0.047928309979360949 0.061310565158209353 -0.14658889365990788 0.054479378496012767 -0.068261799330556247 0.0047494782591379764 0.065855302076208586 -0.06220261967902433 8.0339620461055463e-05 -0.042946358213977992 0.090372354453859841 -0.098585208425140972 -0.043918815844589107 0.0473252370105708 -0.1066834935438552 -0.013555799221007751 -0.13410697335757146 0.05612768849656552 0.059098342862294331 -0.056681679474665694 -0.066929909458832745 0.092694406314121958 -0.062968746256326216 0.019048208428530375 0.025770629987330075 0.0043843234818050089
leaf_weight=6.0891877555717269 0.93807717377785493 2.0188618386746375 1.7381758727133263 2.6114295534789553 3.4722292739897958 2.5446434170007697 0.87198982760310073 2.3756702945101988 0.82731775676802399 7.4544547414407134 0.73923834587912907 1.4057136503979553 71.823848851366606 1.3881546022603277 1.0847945887362573 1.0634760532120697 2.2328839132096681 0.52979632424219758 1.1523911845870314 1.9104296881770322 1.0320796291343866 3.0464572012424469 2.6114090675437174 1.3392961181234557 1.2893883177021042 1.1663790822494764 2.7991044653217596 4.3841315344907343 1.9606980640819527 15.335783019500012
leaf_count=138 8 11 13 14 30 12 11 30 14 48 18 15 1833 14 6 10 25 44 17 32 12 19 27 14 13 8 74 29 40 321
internal_value=2.09659e-05 0.000998575 0.000225803 -0.00049461 0.000540935 -0.00068687 0.00117623 -0.000613515 0.000890617 0.0167678 -0.00119605 -0.000445945 -0.00111524 -0.00189528 -0.000732969 -0.0108717 0.00366109 -0.00409266 -0.0581792 0.00344026 -0.0145397 0.029271 0.000820922 0.0101196 -0.00621099 -0.000859648 0.00639156 -0.00461703 -0.0264145 -0.00175475
internal_weight=149.237 98.8217 97.8836 95.8647 94.1265 91.5151 88.0429 85.4982 84.6262 9.83013 74.7961 73.9688 73.2296 50.4158 49.0277 14.8238 34.2039 13.7603 1.68219 12.0782 7.12127 4.95689 33.1191 14.261 18.8581 11.6496 10.3103 9.14393 4.7598 17.5687
internal_count=2900 2057 2049 2038 2025 2011 1981 1969 1958 78 1880 1866 1848 843 829 272 557 262 61 201 150 51 551 192 359 165 151 143 114 346
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 2 0 1 2 0 2 2 2 2 2 0 1 2 2 1 2 1 1 2 2 2 0 2
split_gain=0.0362341 0.121438 0.18007 0.185077 0.175462 0.185277 0.128009 0.0941942 0.0395598 0.142831 0.0357331 0.115938 0.114321 0.150994 0.180617 0.238684 0.266813 0.185063 0.182961 0.0924524 0.301934 0.411545 0.294978 0.234552 1.14802 0.137339 0.274029 0.0789372 0.270242 0.132301
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 0.68186581240000022 46.051945193250006 45.027406014450008 0.6777042603500002 0.52332265500000019 49.49736495185001 0.5810754169000002 48.988717865950008 48.852845034800005 48.461603274950008 47.833738492450003 46.177190236600005 0.58859016195000013 0.37482410710000008 44.758188263300006 44.215931556700006 0.34575312120000007 44.086690780350004 0.35877668335000007 0.41640968835000008 43.902382686800003 43.812290675100009 49.700765821350011 0.55671985870000007 50.264779514000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 5 8 7 -2 9 -5 12 27 13 14 15 16 19 18 -18 20 22 -22 25 -21 -25 26 -1 -12 29 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 23 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.6758377497425202e-05 -0.10132211587459745 -0.10326421198725491 0.094270943601162588 0.092929906547430496 -0.11244307758844328 -0.10400010918002345 -0.11634012127946192 0.10203267171522296 0.10473978238764406 -0.10098227768483331 0.063786930975946454 -0.031354816648975735 -0.022287455729939756 0.025653079790709205 -0.029860301684696767 0.036071655981638438 -0.1316259606792661 -0.0049912464286775262 -0.037846808063293658 0.05440245070832174 -0.00022269914144908777 -0.094005728384183695 0.045276803798597706 -0.11631823446102803 0.044498663762702312 -0.022561882423776016 0.040512994599072219 -0.11088238426874347 0.043297562601936707 0.0070833550161118119
leaf_weight=123.86714643819761 0.038211000246930693 0.14466992096276943 0.15406589745543897 0.1353790135572126 0.090135183465463342 0.073393405713588322 0.25445328757632524 0.056396588683128357 0.17331018171034884 0.052799531647394815 0.40325911063700859 0.46185091999359418 2.2702396089516688 2.3165327748283735 2.0084206504106978 1.8450349224731315 0.31294848762627114 0.86027681722771376 0.62059061002219096 1.1074998473632143 1.1212155091052398 0.80305834064711223 1.4575168132923852 0.62570417489041608 1.5277374083525499 2.634458314991206 1.6892860668958736 0.20877503358497029 0.88815799103758764 0.1745647249817921
leaf_count=1985 80 34 4 8 68 52 12 1 7 94 5 40 37 18 19 24 23 15 39 27 20 43 21 41 26 42 21 8 34 52
internal_value=2.60567e-05 -0.0174813 -0.00541082 -0.0229808 0.0145394 0.0408582 -0.0794144 0.0198998 0.0702689 0.0385216 0.000165542 0.0130036 -2.35406e-05 0.000330418 -8.71529e-05 0.00034468 -0.000137781 -0.0384506 -0.0692842 0.00037193 -4.03088e-05 -0.0393612 0.000543302 0.017005 -0.00222831 3.46869e-05 0.000508814 0.0252364 0.0130099 -0.0571633
internal_weight=148.377 1.17281 1.02814 0.874078 0.525017 0.434882 0.349061 0.0946076 0.361489 0.188179 147.204 2.13661 145.068 142.797 140.481 138.472 136.627 1.79382 0.933539 134.834 131.573 1.92427 129.648 3.26094 2.15344 128.191 125.556 1.67476 1.2715 0.38334
internal_count=2900 360 326 322 229 161 93 81 109 102 2540 139 2401 2364 2346 2327 2303 77 62 2226 2132 63 2069 94 67 2048 2006 99 94 60
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 1 2 1 2 1 1 1 1 1 2 0 0 2 2 0 0 0 0 1 2 1 1
split_gain=0.0286463 0.294274 0.650793 2.49488 1.50508 0.738634 0.310428 0.936076 0.750577 1.07414 0.658053 0.621193 0.729306 1.08318 0.625773 0.483147 1.35181 0.386012 0.307212 0.931074 0.687385 0.837634 0.539987 0.382941 0.765931 0.518959 0.349431 0.299506 0.269301 0.254837
threshold=41.322103772800006 41.840895355800008 0.34587287805000005 0.49320379630000005 0.39513787010000007 0.44805544745000009 0.34542378970000004 0.34560342505000002 0.34518427590000006 43.673409002000007 0.34569324270000007 42.178283198950005 0.3459626957000001 0.34988473400000003 0.34581299960000006 0.3459626957000001 0.34620220950000008 42.233786329550007 0.52511900840000014 0.53136133645000017 44.086690780350004 44.269496632500008 0.52104727400000017 0.47778509625000004 0.48320409570000006 0.4901499955000001 0.37138109635000011 43.124157941850008 0.42067602765000006 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 -2 -4 -5 -6 8 -8 17 -10 -9 12 -12 -14 -13 -16 -17 -3 22 20 -20 -22 23 -18 -25 -26 27 -27 -15 -19
right_child=1 6 3 4 5 -7 7 10 9 -11 11 14 13 28 15 16 18 29 19 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0014531291931675803 0.0040887391003210146 -0.048900208477241483 -0.15678076581542977 0.068205952834626909 -0.090999847428529748 0.024803073164668909 0.065271086318233223 -0.07999964723965966 -0.13699456317359979 0.0079892390420992498 0.090236339950983499 -0.074375666825670844 -0.053852673066636873 0.018663798282405362 0.048219461100756832 -0.13027127357202378 -0.04215756504286014 -0.0072696601153826772 -0.12806327288044664 0.0004783516246955478 0.10479281961867917 -0.10633098948788633 0.06965602111933851 0.06955550465705293 -0.056873609458140163 -0.000985218354528564 -0.035985867939211734 0.041540316421194552 0.076071638657289539 0.02216004863984453
leaf_weight=71.817163365978132 7.6952826826018264 1.5743249302031497 1.3926071112509815 1.7604917751159517 1.6625938489451075 0.82366384860051756 2.4952416111045741 0.95032214577076857 1.058287530921006 0.98812166892457742 1.6404483318328846 1.1248236712999631 1.614453252404928 1.7012596270651559 2.0739012972917399 0.79608088789973308 1.4621827477894829 7.9566991892934293 1.0400243230760704 16.574439922067995 0.36957731842994679 0.38233058736750536 1.4878709798931584 1.9318884124513704 1.3535055245010861 3.4269451592117548 1.3653946733793416 3.2051746501820162 1.5723631114979069 4.6688116740551777
leaf_count=1360 71 42 15 23 35 32 32 19 41 7 6 15 11 37 19 14 38 188 41 511 3 43 42 15 21 30 75 29 33 52
internal_value=2.03764e-05 -0.00133087 -0.0148231 -0.0406295 -0.00254085 -0.0526359 0.00153334 0.00568558 -0.0103686 -0.0669882 0.00231208 0.00412603 0.0325418 0.0131793 -0.00094343 0.0013853 -0.00152317 -0.00220891 0.00162088 -0.00692489 -0.075401 -0.00255954 0.0126484 0.00599332 0.0122333 0.000390762 0.0100822 0.0195665 0.0462375 0.00361321
internal_weight=147.966 76.1491 13.3346 5.63936 4.24675 2.48626 62.8145 46.5682 16.2462 2.04641 44.073 43.1227 6.52852 4.88808 36.5941 35.4693 33.3954 14.1998 32.5993 18.3664 1.79193 0.751908 14.233 12.7451 11.2829 9.35102 7.99751 6.63212 3.27362 12.6255
internal_count=2900 1540 176 105 90 67 1364 1034 330 48 1002 983 87 81 896 881 862 282 848 598 87 46 250 208 170 155 134 59 70 240
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 2 2 2 1 1 1 1 0 0 2 1 0 0 1 2 1 0 0 0 1 2 1 1 1
split_gain=0.0280774 0.42022 0.107888 0.229426 0.116276 0.648302 0.438403 0.426549 0.247032 0.208941 0.238556 0.431713 0.246133 0.199283 0.205675 0.358811 0.155698 0.130854 0.615235 0.449761 0.276406 0.500499 0.269375 0.538063 0.330142 0.609335 0.174236 0.489793 1.27643 0.679573
threshold=43.19689381845 43.245737185650007 43.082598263550004 0.50356276755000018 0.56639022785000004 42.508878681700004 40.922041107600009 40.823855932350007 41.169697216150006 0.43033142720000012 0.45051046375000009 0.43808568605000003 0.45393850480000009 0.58388970390000006 0.58736265385000019 41.811877919650009 0.46419268885000003 0.54910032635000017 0.55481871800000016 0.4274273225500001 40.878805547300004 0.44705248345000009 0.54317236010000014 0.54191491270000014 0.54475913895000005 0.42194844465000009 40.79983011445001 0.34479506600000004 0.34506451900000007 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 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 17 6 7 9 -8 -6 11 -11 -12 -10 -15 -16 -14 22 19 -19 21 -20 23 26 -24 -26 -1 -28 -29 -30
right_child=1 -3 3 -5 5 -7 8 -9 13 10 12 -13 16 14 15 -17 -18 18 20 -21 -22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=0.0037877449680174466 0.078502564257176805 0.00090983971625252643 -0.056589319310159758 0.013696582994045609 0.10469268354993824 0.090434435205708236 -0.11415731361278472 0.10359208187314586 -0.050714231664210331 0.027102071281158047 0.05586507922768822 -0.13061154253015753 -0.10248867656760773 0.097685521914144077 0.074493363596543002 -0.10584246827216377 0.002576551292272718 -0.00495981397172584 -0.082919465736652501 -0.11884979290989604 0.019851563221650846 0.00098270920284810421 0.047984829090815834 -0.061104436109715589 0.037417728187141473 -0.033910230763920308 0.020566147759056855 -0.065051036335146209 0.0078219330074861312 -0.021331152191755499
leaf_weight=46.03413557844128 0.71402457368094729 31.035035300954405 1.0176884771472021 0.8542390272796182 0.19608176689507661 0.92092638129952309 0.34756264660450131 0.53910235191870004 0.94925804460399354 0.34659256120994575 0.83808347841113551 0.34766018082325445 0.18414884475191684 0.22789749596267939 0.21220972481432909 0.22982070455873327 0.6026217334053996 0.58393091018910837 0.93607487337811823 0.85365978754271055 3.3938750769011676 2.9566535836202092 2.4938791633048814 1.4898702844511706 2.4915150235337933 2.3063082462176681 6.3988863700487846 3.7098470593919037 21.016231113811955 12.9062445011441
leaf_count=657 11 803 34 21 4 36 19 9 22 20 12 30 41 2 27 40 262 22 54 27 38 42 28 18 34 19 117 45 208 198
internal_value=2.13834e-05 0.00265487 -0.000703241 -0.0245149 -0.000310566 0.0133071 -0.000839045 0.0228725 -0.0376622 0.00557111 -0.00280968 -0.051876 0.0181549 -0.0212423 0.0205182 -0.0192669 -0.0220147 -0.00106277 -0.0128027 -0.0725891 -0.00100727 -0.019193 -2.66152e-05 -0.00149984 0.0184714 0.00313046 -0.000513859 -0.00501114 -0.00936022 -0.00326974
internal_weight=147.134 31.7491 115.385 1.87193 113.513 5.94197 5.02104 3.05429 1.96675 2.51519 2.31911 0.694253 1.62485 1.61919 0.669928 0.44203 0.786771 107.571 8.72419 1.43759 7.2866 3.89273 98.8469 91.5552 7.2917 4.79782 90.0653 44.0312 37.6323 33.9225
internal_count=2900 814 2086 55 2031 524 488 378 110 369 365 50 315 91 69 67 303 1507 183 49 134 96 1324 1243 81 53 1225 568 451 406
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 1 1 1 1 1 1 1 0 1 2 1 0 2 0 2 2 1 1 0 0 0 1 0 0
split_gain=0.0300054 0.146361 0.244081 0.14541 0.103957 0.42437 0.212439 0.351709 0.222287 0.203154 0.105982 0.232923 0.161902 0.0876435 0.318216 0.999396 0.469947 0.221743 0.195083 0.193705 0.177772 0.151317 0.138632 0.116185 0.317926 0.50363 0.441581 0.231475 0.371529 0.23029
threshold=0.57995269605000022 41.792045663550006 0.62143349005000015 0.58388970390000006 0.59507200385000003 0.45772581660000006 0.46128858420000007 0.47106374065000006 0.47383311875000006 0.48363821445000005 0.50663153795000015 0.52041855035000018 0.59210802070000013 0.56704889075000009 0.44805544745000009 41.24714903835001 0.45393850480000009 0.56369569775000017 44.086690780350004 0.56276758185000009 42.233786329550007 39.468990633150007 0.45051046375000009 0.4410796084000001 0.55041765215000005 0.55240861050000023 0.55754318735000019 0.43590012275000006 0.55671985870000007 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 -9 -10 -11 -12 -13 17 15 -15 -16 19 21 22 -19 -18 23 24 29 -26 27 28 -27 -1
right_child=1 3 -4 4 5 6 7 8 9 10 11 12 -14 14 16 -17 18 20 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00042292315274406107 -0.10959585370645558 -0.031481536738250923 0.01667325536534597 0.025945766384082199 -0.11768444499416875 0.068476067274126709 -0.12692306358748892 0.094482997633377641 -0.10447629712490432 0.021896939568167836 -0.11331999956544769 0.038792233161077355 -0.11043019558514439 0.032183548755041584 0.081034198038218444 -0.11172736658246273 0.00075951327594870222 -0.063731004861912841 0.047710338017023075 0.033838882659983249 -0.00084244405501289097 -0.10299123685594853 -0.030283200452856946 0.023330657814810266 -0.11757858547859928 -0.056011518102215496 -0.063840061000723619 0.077950776768545588 0.065564606492082067 0.017480762341774047
leaf_weight=117.09955182851357 0.34032097021487473 1.3216387410357127 0.27825719050476039 1.6997928601922465 0.30112354439916122 0.47142664063721929 0.21518645097967271 0.25659188197460059 0.18392068728280753 1.328721985104494 0.21336222266472749 0.40227621085250576 0.08874890597871854 1.5752839020497043 1.2607563131678037 0.69566197511448979 0.28980083812450619 0.97958289663165377 0.32532153837382793 1.7063230870990072 0.83063623728230596 0.27299827974638902 1.5015483712704725 2.1499275190408289 0.56004672938416833 0.60551690994680052 1.017339057153549 0.48882075399160374 0.42976098050166911 7.6539809793371196
leaf_count=1761 158 28 176 39 13 4 5 5 13 53 35 70 50 38 15 38 26 33 7 22 11 22 27 27 22 50 45 4 7 96
internal_value=2.06166e-05 -0.00632016 -0.0527958 -0.00188552 0.00569326 -0.00425228 0.00655613 -0.00430024 0.00636702 -0.00383124 0.00527339 -0.0260845 0.0118215 0.000343531 0.0142003 -0.0119009 0.0417843 -0.000110055 -0.0139341 0.000362349 -0.034874 -0.0495671 -7.20155e-05 0.000276922 -0.000110735 -0.0317368 -0.0128202 0.0212356 -0.00554326 0.000675518
internal_weight=146.544 7.10137 0.618578 6.48279 5.16115 3.46136 3.16023 2.68881 2.47362 2.21703 2.03311 0.704387 0.491025 139.443 4.41982 2.27095 2.14888 135.023 0.888121 133.213 1.81022 0.562799 131.506 130.005 127.855 3.10148 2.54144 1.5241 1.03528 124.754
internal_count=2900 649 334 315 287 248 235 231 226 221 208 155 120 2251 146 76 70 2105 55 2061 44 48 2039 2012 1985 128 106 61 57 1857
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 2 1 0 1 1 1 1 2 0 0 2 2 0 0 0 0 0 0 2 0 0 2 0 0 0
split_gain=0.0303347 0.258822 0.785369 0.656532 1.34772 0.570729 0.947162 0.729632 0.88009 0.384866 1.20111 0.33376 0.312753 0.275199 0.815248 0.597003 0.754029 0.466164 0.319789 0.631682 0.423133 0.344722 0.610427 0.685811 0.51582 0.25865 0.252685 0.747545 0.993224 0.739176
threshold=41.840895355800008 0.34542378970000004 0.34560342505000002 0.34518427590000006 43.740100730350001 42.178283198950005 0.34581299960000006 0.48119816770000007 0.42067602765000006 0.3459626957000001 0.34620220950000008 0.3465914194000001 42.233786329550007 0.52511900840000014 0.53136133645000017 44.086690780350004 44.269496632500008 0.52104727400000017 0.47778509625000004 0.48320409570000006 0.4901499955000001 0.49678153350000009 0.50300889195000009 43.32600771660001 0.50749977545000013 0.51484985480000012 41.43512228960001 0.48101853240000009 0.48661716715000009 0.50482021495000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 3 -3 12 -5 7 -7 -4 11 -8 -11 -9 -2 17 15 -15 -17 18 -12 -20 -21 -22 -23 -24 -25 -26 -1 -28 -29 -30
right_child=1 2 5 4 -6 6 9 8 -10 10 13 -13 -14 14 -16 16 -18 -19 19 20 21 22 23 24 25 -27 27 28 29 -31
leaf_value=0.00076480569523018637 -0.044043741279315263 0.060686702471726341 0.089796246219533596 -0.13636878953272094 0.030908543653705652 -0.069024219770199693 0.043684504141635737 0.016824094471819904 0.075641640699731935 -0.12713909339192339 -0.038054498273952637 -0.046141085839269159 0.0035430492035985516 -0.12519702003423827 0.00032289056855883754 0.10431469142511814 -0.10574144599231201 0.065891083179014862 0.06469272656253737 -0.050236627618761846 0.036766462419646415 -0.055518738581959229 0.063419852362345472 0.026627839824803042 -0.031575749830343898 -0.14859367323282902 0.015092592756435525 -0.099450425473374224 0.049521121231496115 -0.044168437595124871
leaf_weight=74.614805961250568 1.5513621361042194 2.4451995755734961 1.5463869736995537 1.1049714694345301 0.85381161130499084 2.0156925734336246 2.0348391368752337 1.5627841837704184 1.4663241626749366 0.73943390656495367 1.4537988183483346 1.824881153355818 12.584812168439838 0.94826450685650587 16.156312230914864 0.33570555597543716 0.34807965458185208 1.4521870777325592 1.8782972297631193 1.368665247282477 2.9891551072869333 1.6657738840003729 1.6770052268675502 0.81629522875300586 0.39180447508260841 0.364722616814106 4.2731473594321852 1.8881740719079969 1.324222829192877 2.3129806136075786
leaf_count=1393 42 32 13 42 6 32 19 10 33 14 38 33 240 41 511 3 43 42 15 21 23 30 25 12 24 20 49 15 11 68
internal_value=1.32747e-05 0.00170102 0.00555775 -0.00919746 -0.0634545 0.00242549 -0.00238784 0.0299772 0.01092 0.00149192 -0.00114285 -0.0170942 -0.00167932 0.00178266 -0.00648124 -0.073838 -0.00261401 0.0122396 0.00605886 0.0118097 0.00109846 0.00998685 -0.00629771 0.0189317 -0.0285034 -0.0879902 -0.00121787 -0.0163158 -0.040606 -0.0100582
internal_weight=145.99 61.5766 45.4816 16.095 1.95878 43.0364 36.636 6.40038 4.85399 34.6203 32.5855 3.38767 14.1362 31.8461 17.7884 1.63205 0.683785 14.0577 12.6055 11.1517 9.27342 7.90476 4.9156 3.24983 1.57282 0.756527 84.4133 9.79852 5.52538 3.6372
internal_count=2900 1364 1034 330 48 1002 913 89 76 881 862 43 282 848 598 87 46 250 208 170 155 134 111 81 56 44 1536 143 94 79
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 0 0 2 2 1 2 1 1 0 0 1 0 1 1 1 2 0 0 1 1 2 2 0 1
split_gain=0.0303979 0.346549 0.113797 0.700987 0.347428 0.158729 0.257243 1.47224 0.341692 0.26048 0.251383 0.224672 0.31377 0.19465 0.144013 0.133926 0.725659 0.220043 0.415534 0.463475 0.457079 0.274749 0.91335 0.409272 0.342514 0.31921 0.192636 0.468304 0.134006 0.12785
threshold=43.19689381845 43.245737185650007 0.34479506600000004 0.34488488370000009 0.43518158140000007 0.47727612945000003 0.48041974790000003 0.48119816770000007 43.933728833200007 44.086690780350004 0.34569324270000007 43.812290675100009 0.3982365797500001 0.42440346100000009 0.46594413340000007 0.5096104907000002 0.39135055835000004 0.5339660489000001 0.43590012275000006 0.39745815990000005 0.44489685935000006 47.480720532750006 0.6003263375500002 0.61802041855000012 0.48544953745000008 0.5024400467000002 44.269496632500008 45.445415294500002 0.53321756835000012 0.40850573335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 14 -7 -8 10 -10 -9 12 -12 -14 -5 -11 28 26 19 -19 -20 22 -22 24 -23 -25 -18 -28 -17 -29
right_child=1 2 3 5 -6 6 7 8 9 15 11 -13 13 -15 -16 16 17 18 20 -21 21 23 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.00074507498271942697 0.074486201378083747 -0.00040667125529991104 0.11368067229424406 0.0083250280452536393 -0.063022905271286775 0.027170277153831003 -0.16532017550014846 0.067084010459493137 -0.05410578089631473 0.031245412623066994 -0.024268674757871797 0.049505749502780909 0.072809053824477707 0.0032987483535533131 -0.056758940722849371 -0.12394537214563978 0.097995203963659905 0.0085724229762805439 0.079574077130978221 -0.11213610654425965 -0.14051332579167958 0.084829688319432564 0.017561304075199409 -0.1139120562567187 0.0018420727623123792 0.0013490105272351211 -0.078314065630035165 0.096698013245287151 -0.048615267062424306 0.019267863840719497
leaf_weight=113.93867867536551 0.65967445980641315 5.5629914505043443 0.57328757643699901 0.56707275897497555 1.0540085161701425 3.8919362854212549 0.53036031872034328 1.0634217336773897 1.0401062744203944 1.1077860670411599 2.1131948479451244 1.2938209859858032 0.72339436253241707 0.90919382912579749 0.84896463603945449 0.50139257431146589 0.39285863470285942 0.59998746597557306 0.76581943256314833 0.67702030928739987 0.55913617368787516 0.936491040643887 1.0555833545186031 0.35039241833874235 1.0605697204009628 0.76456354605033994 0.35947179197682977 0.42410620445662062 0.44639845669735223 0.42890466852622922
leaf_count=2086 11 112 2 15 27 24 4 5 21 42 30 15 6 34 34 43 5 27 12 40 18 31 38 14 46 74 16 7 11 50
internal_value=1.28214e-05 0.00277509 0.00122925 0.00443218 -0.0103807 0.00175702 0.0038462 -0.00116794 0.00378607 -0.006385 0.0229025 0.0135796 0.0011705 0.0340985 -0.0306951 -0.00162638 -0.00553243 0.00385316 -0.00404029 -0.0554226 0.00790599 -0.00370558 -0.0371759 0.013661 0.0407578 -0.0348736 0.0371391 0.017421 -0.0884658 0.0577652
internal_weight=145.201 31.2619 30.6022 23.9852 6.617 23.4119 21.9959 18.104 17.5736 11.4706 6.10303 5.0396 3.74578 1.63259 1.41604 10.4305 9.3227 8.3749 6.76956 1.27701 5.49256 4.72674 1.61472 3.11202 1.99706 1.11496 1.60534 1.21248 0.947791 0.853011
internal_count=2900 814 803 664 139 662 613 589 585 495 90 85 70 40 49 474 432 378 300 67 233 221 56 165 77 88 78 73 54 57
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 0 2 1 1 2 1 0 1 0 0 0 0 1 1 1 1 2 2 2 1 2 1 2 0 2
split_gain=0.0274462 0.331594 0.257563 0.250979 0.849866 0.272044 0.245045 0.155276 0.819032 0.613017 0.412503 0.419909 0.269831 0.607995 0.21253 0.431039 0.564588 0.524658 0.335597 0.882045 0.126783 0.105028 0.24043 0.223181 0.584308 0.363632 0.361097 0.357725 0.360889 0.221041
threshold=0.52803808270000008 0.52898116820000018 0.52646627350000019 0.52428071015000011 0.39024280710000009 0.52290350590000012 39.091773401050006 0.39024280710000009 0.38906020780000011 39.468990633150007 0.39167988980000007 0.51243974730000008 0.38733870245000007 0.51700547890000015 0.51401155655000019 0.50579323975000012 0.50300889195000009 0.36998892250000009 0.37027334510000004 0.36543816055000006 0.38733870245000007 37.511241581900002 37.020641110850008 39.788107623550012 0.34524415440000006 38.828362408050005 0.3447052483500001 40.532725462000009 0.48041974790000003 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 2 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 12 -9 -11 -12 13 14 15 16 18 -17 19 21 -3 22 -1 24 26 -26 -23 28 -25 -29
right_child=1 20 -4 4 -6 6 -8 9 -10 10 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 23 -24 27 25 -27 -28 29 -30 -31
leaf_value=0.0032839827341292665 -0.061307214739580999 -0.03968830398516171 0.037116245100051314 0.032588246642758216 -0.12286499918198651 -0.005156658594240162 0.059473054151845145 -0.020515127295597093 -0.060821073710133511 0.10461508887032707 -0.10659308093335958 0.05894862205310987 0.04098992055774961 -0.061967891275629287 0.027076284408263887 0.011160587664265453 0.045933571043093667 -0.078443942799331173 0.045567177932019698 -0.067595931902890413 -1.3276458921181406e-05 -0.015210758262371489 0.063515175261703125 0.003041350432832682 -0.011288704001719468 -0.076454233771941049 0.036756193594552025 -0.0222711919751074 0.050633554550559824 0.0011317318647438329
leaf_weight=2.9547133299488588 0.92632869174712951 0.82185715937521209 1.9262066143164691 0.73591865261550882 0.67357031689698488 0.97523449946311247 1.4723372405678672 1.7642843041685403 2.2199855758808544 1.0043342410353941 0.2287033528809842 0.46431430421125697 1.6288566188886751 1.5597316692583252 3.0222988909226833 1.1550850732019164 2.7481778888031831 1.504691968555562 1.5726501832250495 1.9445328009314824 40.282511112530514 3.4391809700609866 0.8543836181052028 3.5885109807859399 1.5529708497269896 1.908810715540312 2.1876493875170127 4.3734458003600585 2.8656976399943233 52.279807453538524
leaf_count=127 34 15 45 13 53 16 31 24 19 8 45 14 13 33 28 12 42 47 18 26 1327 44 15 39 17 24 18 38 29 686
internal_value=1.23633e-05 -0.00213995 0.000894019 0.000201015 -0.0417002 0.000795948 0.0337214 -3.63689e-05 -0.000807486 0.0207608 0.0636645 0.00431806 0.000654304 -7.96831e-05 0.00101783 9.05217e-05 0.00137146 -0.0395306 -0.000168544 -0.00109127 -0.000806555 0.000610198 0.0167939 -0.00024366 -0.0148945 -0.0472207 0.00499342 0.00186633 0.0241725 -0.000674897
internal_weight=144.637 42.0307 102.606 100.68 1.40949 99.2704 2.44757 96.8228 93.3612 3.46164 1.69735 0.693018 91.1412 89.5123 87.9526 84.9303 82.2705 2.65978 79.5224 77.9497 41.1044 76.0052 3.8091 72.1961 9.08861 3.46178 5.62683 63.1075 6.45421 56.6533
internal_count=2900 1376 1524 1479 66 1413 47 1366 1275 91 67 59 1256 1243 1210 1182 1123 59 1081 1063 1342 1037 142 895 103 41 62 792 68 724
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 2 2 2 1 2 1 2 0 2 2 2 0 1 0 0 0 2 2 2 2 1 1 1 1
split_gain=0.027284 0.124545 0.224288 0.115775 0.0912844 0.15107 0.143611 0.313063 0.309134 0.135169 0.157047 0.0966246 0.0903788 0.282149 0.349325 0.57384 0.270782 0.246135 0.606715 0.216529 0.187088 0.323651 0.106829 0.38339 0.141496 0.108806 0.298249 0.501529 0.422149 0.460626
threshold=0.57995269605000022 41.792045663550006 0.62143349005000015 0.58388970390000006 0.62143349005000015 0.49703601690000004 47.480720532750006 45.673096293200011 48.852845034800005 0.46613873835000008 42.541806567400009 0.49901200560000009 48.852845034800005 0.39672464895000009 48.988717865950008 49.49736495185001 48.461603274950008 0.41155953415000007 0.31123319660000009 0.37331217625000007 0.47648274005000008 0.55671985870000007 45.90502654165001 47.833738492450003 47.001379125850008 43.19689381845 0.34632196640000007 0.34560342505000002 0.35675578575000005 0.36000419150000007
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 7 9 -8 -5 -11 -7 16 -14 -15 -16 17 18 19 -1 -17 -22 25 24 -24 -19 27 -27 -28 -30
right_child=1 3 -4 4 5 11 8 -9 -10 10 -12 -13 13 14 15 20 -18 22 -20 -21 21 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=0.021419025494772259 -0.10878158196047581 -0.028531992401603107 0.015056716709380092 0.054327567242657485 -0.074464663576936735 0.062750680619196572 0.09652273794563225 -0.058959423778519031 -0.0031800413771078868 0.042069458989736894 -0.050558967478731301 -0.011829895418853128 -0.028406078063961546 0.057210045818804491 -0.058235578718894482 0.1006097301930643 -0.038817339053894957 -0.00082256007632332696 0.10073886634299403 -0.11559445877213566 -0.10486166694119287 0.057319409054968996 -0.12321214434342885 0.017007188388010089 -0.040892125679775904 0.011851288020115421 0.05766258492628229 -0.044693262487904346 -0.067157492329315199 0.016689128164953115
leaf_weight=0.23807709920219966 0.30919804791926608 1.300844291821704 0.27751352295916831 0.7346902062417946 0.33640824585745566 0.21136499010026433 0.55746342800557591 0.65886252839118231 0.70333415411005262 0.35013516795879696 0.38353709349030396 0.97521232965073068 1.2321654744446267 1.9007362797856333 0.96448018332012031 0.41713273152708985 1.7894974321243342 111.25412458059574 0.74988592452245939 0.22373845266429271 0.16746010456108706 0.46397033959510736 0.33347362428321403 1.0753870820626614 0.55849823236349039 4.5763185328105456 2.2394309751689416 2.3866837434616173 0.7352423733100294 6.0189231225231197
leaf_count=11 158 28 176 10 20 3 6 9 45 23 32 139 13 13 20 3 18 1574 37 104 58 31 46 18 33 55 16 31 8 162
internal_value=1.79968e-05 -0.00616577 -0.0502063 -0.00200613 0.00502013 -0.0153146 0.014161 -0.00168927 0.0409037 0.0240082 -0.0063533 0.00145514 0.000324137 0.0133261 0.0264645 -0.00256581 -0.000182048 0.000348191 0.0452084 -0.0449607 0.0486399 0.0143078 -7.26018e-05 -0.023197 -0.0716684 0.000285026 0.00800744 -0.00753029 0.020037 0.00756178
internal_weight=144.124 6.79856 0.586712 6.21185 4.91101 1.52299 3.38802 2.12722 1.2608 1.46836 0.733672 1.18658 137.325 5.14595 3.91378 2.01304 132.179 130.39 1.2117 0.461816 1.04856 0.63143 129.178 1.96736 0.891972 127.211 15.9566 6.963 8.9936 6.75417
internal_count=2900 649 334 315 287 162 125 74 51 65 55 142 2251 138 125 112 2113 2095 152 115 92 89 1943 97 79 1846 272 86 186 170
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 0 0 1 2 0 2 1 2 0 0 0 0 2 1 1 2 0 0 0 1 2 2 1 1
split_gain=0.0274545 0.15645 0.111349 0.113284 0.279133 0.122095 0.117084 0.139357 0.112977 0.0604543 0.0696083 0.141253 0.0813902 0.0910282 0.0541427 0.0944194 0.0657892 0.0856867 0.0407206 0.0440968 0.0357442 0.0291934 0.287599 1.26482 0.611119 0.677051 0.51961 0.186412 0.175682 0.672624
threshold=36.173488152900006 36.072790850000011 35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.50749977545000013 0.51243974730000008 0.36543816055000006 35.616518500750011 0.4588185982500001 34.542090938800008 0.31100865245000009 34.394321486900004 0.51484985480000012 0.51700547890000015 0.52215502530000013 0.53781323915000012 34.394321486900004 0.43166372265000008 0.43625939340000008 38.703421923500009 0.49850303880000008 0.50041914915000019 0.50300889195000009 0.38733870245000007 37.572218886150004 38.994321257850011 0.38906020780000011 0.39051226010000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -7 -8 9 10 11 12 -1 -14 -9 -16 -17 -18 19 -19 -21 22 26 -24 -25 -26 -2 -23 -27 -30
right_child=21 -3 -4 4 5 6 7 14 -10 -11 -12 -13 13 -15 15 16 17 18 -20 20 -22 27 23 24 25 28 -28 -29 29 -31
leaf_value=0.10132152675072466 0.071853871523874638 0.082300428179695906 -0.055670419700345065 0.094652648412588899 -0.10503209986558625 0.10250314800381606 -0.10524496802104673 0.10118336890648745 -0.057996253613666497 0.051175489006472452 0.017362865122180843 -0.10848874990537867 -0.10229287687291369 0.087797276300769611 -0.10813801362697606 0.056749504308722498 -0.10194998042539943 -0.1022446760930619 0.060167406016948255 0.065122357306332743 -0.10063994359074864 0.021513055519659569 -0.16507231831204489 0.049307595976208096 -0.071730236561865585 0.03395963841589663 -0.004900797857026659 -0.0004022061220282129 -0.13054520613699547 0.00092517904377654731
leaf_weight=0.072771361097693665 1.2459501708922278 0.26732078878376331 0.29682958952616889 0.44171660346910346 0.1006338602164758 0.12136763334274292 0.11409574025310576 0.064647478982806206 0.38084393483586598 0.22754454999812879 0.48865298837631599 0.16431843856116757 0.071126694170885685 0.03900723485276103 0.065924647176871076 0.24851550534367561 0.079346908463776344 0.044102892627108758 0.11641632102936228 0.053842618741327897 0.01715296672267641 4.0095444071212105 0.52160535752773185 1.698872074484824 1.7527267397381345 1.1370324864983556 3.0194309219077695 121.3700733175815 0.42181709129363287 5.0248172894200707
leaf_count=2 30 12 12 11 6 2 5 2 5 7 22 9 54 4 4 8 18 16 43 9 121 48 4 7 21 8 42 2132 8 228
internal_value=2.01451e-05 0.00879899 0.00267579 0.00862315 0.0281883 -0.000424885 0.0109506 -0.00286891 -0.0112603 0.00547732 -0.00696276 -0.0411966 0.0192574 -0.0349667 0.0140608 0.00505359 0.0183936 -0.0122696 0.0184665 -0.0237119 0.0250732 -0.000197518 -0.00439435 -0.0132485 -0.00535714 -0.0164973 0.0175198 0.000298627 -0.00179294 -0.00925661
internal_weight=143.678 3.47618 3.20886 2.91203 1.46776 1.02605 0.925413 0.804045 1.44427 1.06342 0.835877 0.347224 0.182905 0.110134 0.689949 0.625302 0.559377 0.310862 0.231515 0.115098 0.0709956 140.202 14.8223 10.5569 10.0353 8.33639 4.26538 125.38 6.58367 5.44663
internal_count=2900 372 360 348 245 234 228 226 103 98 91 69 60 58 221 219 215 207 189 146 130 2528 348 276 272 265 72 2180 244 236
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 1 1 1 0 1 0 0 1 0 0 1 0 1 2 1 2 2 0 0 0 2 2 2 1
split_gain=0.0263685 0.494938 0.441298 0.291382 0.456843 0.392989 0.825143 0.291613 0.638505 0.257284 0.359309 0.197016 0.181835 0.460024 0.808273 0.746101 0.592532 0.561872 0.224812 0.173254 0.233077 0.163336 0.142829 0.132474 0.516645 0.56147 0.469586 0.552244 0.318865 0.23933
threshold=0.39584144190000009 0.3982365797500001 0.39458399450000009 0.52366695610000014 0.52290350590000012 0.52772372085000019 0.38991347565000006 0.39024280710000009 0.38906020780000011 0.51929582950000019 0.38042274180000007 0.5339660489000001 0.51484985480000012 0.37138109635000011 0.50300889195000009 0.50356276755000018 0.36543816055000006 0.50579323975000012 0.37482410710000008 37.572218886150004 0.46208197360000008 37.858673296900008 34.542090938800008 0.53484925600000011 0.53905571685000009 0.53978922790000017 43.968221017800005 40.337496327150006 44.215931556700006 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 3 4 7 6 -5 8 9 10 12 -7 13 14 16 -15 -1 -16 -17 20 22 -2 -3 26 -25 -26 27 -21 -28 -27
right_child=1 19 -4 5 -6 11 -8 -9 -10 -11 -12 -13 -14 15 17 18 -18 -19 -20 23 -22 -23 -24 24 25 29 28 -29 -30 -31
leaf_value=0.0004925681155756597 0.0019634584829942635 0.011886654018598584 0.045720484873927381 0.015131126863127373 0.053461151238615105 0.015913915543746781 -0.11897372218085134 0.033568762165745503 -0.053690553077808227 0.033353658111283158 -0.042286635177279944 -0.036448432073121831 0.03150571447062555 0.027767463948655587 0.080429775501852818 -0.12662895588985443 -0.054625154873694126 0.005673346851390002 -0.051049119870408444 0.0082426197487434905 0.032350880229387299 -0.082022964476742108 -0.11115840404099459 0.044806663882387403 -0.091390630552405663 -0.0312338765246312 0.085818516844383116 -0.11728548420749663 -0.01174405917582831 0.0034237762490140107
leaf_weight=75.54019044072723 0.30078755234717292 0.12174500351630868 2.1470791312749489 0.81888434151187439 1.6399339389754448 2.0817818369832826 1.043471021341247 2.5529429559719565 2.218665247783064 2.3376176600577301 1.9883340457454313 1.0973202071145349 1.875723085773642 0.96852803998626713 2.1207647025585166 0.68692917062435277 2.0021198170652488 1.9116900286171583 0.92151396354893222 0.63487476098998674 0.25606808553115457 1.0061061232408972 0.41906535190355498 2.6785180493898215 0.67161401733756321 2.1404258444936231 0.48433957737870503 0.78234461892498075 1.0864424893798057 28.830433415970447
leaf_count=1037 19 56 23 18 15 29 53 27 19 29 24 34 24 13 36 29 27 17 20 17 157 67 76 28 7 67 10 30 85 807
internal_value=2.01851e-05 -0.00218234 0.000855245 -9.09546e-05 0.00113018 -0.0235292 -0.0600073 0.000228003 -0.000691465 0.000609949 -0.000259693 -0.00215982 0.000711666 2.52741e-05 0.0013394 -0.0415736 -0.000930555 0.0449895 -0.0833275 -0.000107035 -0.0462448 -0.0626931 -0.083459 0.000878416 0.00263662 -0.000933052 -0.0193168 -0.0610524 0.0183387 0.00102855
internal_weight=143.366 39.4128 103.953 101.806 96.765 5.04146 1.86236 95.125 92.5721 90.3534 88.0158 3.1791 86.0275 84.1517 81.5748 2.57697 77.5423 4.03245 1.60844 38.1059 0.796878 1.30689 0.54081 37.309 34.321 31.6425 2.988 1.41722 1.57078 30.9709
internal_count=2900 1426 1474 1451 1317 134 71 1302 1275 1256 1227 63 1203 1179 1117 62 1064 53 49 1340 289 86 132 1051 909 881 142 47 95 874
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 2 1 0 0 2 2 2 2 1 0 1 2 0 1 2 1 0 0 2 2 2 0 1 2 2
split_gain=0.0296875 0.188723 0.906273 0.403255 0.210181 0.658199 0.310759 0.186232 0.123201 0.120845 0.0806622 0.0915457 0.064098 0.053767 0.175138 0.0963189 0.0634454 0.0476787 0.0367583 0.0352296 0.30738 0.470699 0.29175 0.216193 0.144656 0.125529 0.0934503 0.108173 0.0934987 0.0836575
threshold=36.921550069850007 0.36501901140000009 36.514114975300011 0.36543816055000006 0.49967066855000003 36.82350895510001 0.36927038110000004 0.52975958800000011 0.54191491270000014 37.186372654950006 36.735256530150004 34.997818021800008 36.173488152900006 0.36449507500000006 0.4942366995000001 0.33960061075000009 35.131296350900008 0.45462710695000008 0.43625939340000008 38.592454371550012 0.37482410710000008 0.52772372085000019 0.47778509625000004 38.771633980050005 38.238138001450004 37.858673296900008 0.54384599265000022 0.42440346100000009 37.572218886150004 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 -5 6 -6 -8 -9 -2 11 18 13 14 15 16 17 -1 -10 20 22 -22 -11 -21 25 26 -23 -28 -29 -25
right_child=9 3 -4 4 5 -7 7 8 10 19 -12 -13 -14 -15 -16 -17 -18 -19 -20 23 21 24 -24 29 -26 -27 27 28 -30 -31
leaf_value=0.010629524857483589 -0.027349395529332639 0.073421845379363623 -0.15924301765081345 -0.047063862424797154 -0.08334003746503188 0.11374232887862699 0.025797065919551328 -0.082737305993534349 0.045765320679914068 -0.0037348216252260577 0.088522630300441357 -0.10306405973203313 0.056470101580021886 -0.026996663374174647 0.10232663630504245 -0.071119898024744263 -0.012051356522084208 0.10108006611397558 -0.10050679209453342 -0.037803448205533802 -0.060366161190731987 -0.036321195645132587 0.051439386944873294 0.016680115038888783 0.02825839712795615 -0.057059493662916676 0.069065448734695986 -0.046489127715162837 0.040526291447235421 -0.00035537202471270179
leaf_weight=0.11905552958523846 1.6331631947186895 1.0046186707913873 0.37695718307077175 0.70389562683703877 0.44460379239171821 0.54268586577381928 1.6442060463923556 0.31235544515948266 0.12243190788706215 1.714505224670573 0.085778686667254078 0.091237364896471718 0.27856623702973582 0.39963382668793201 0.19102216325700283 0.16992469927251364 0.35993863502517343 0.11415798217058182 0.019984719110055948 1.5273323074434291 1.3668456639898066 0.38187510348507225 2.173129026312381 2.95312041892248 1.8292087757681654 0.45813027885162672 0.31889154808595777 0.26275636235823185 0.23297176483811199 120.84626416685592
leaf_count=39 36 5 6 9 10 7 54 24 28 30 8 54 6 6 4 45 11 4 136 24 35 6 23 36 37 32 4 27 22 2132
internal_value=1.55171e-05 0.00637516 -0.0194885 0.0168275 0.00249594 0.0131861 -0.00687219 0.00806542 -0.0380806 -0.000311658 0.00558677 -0.0248605 0.0127859 0.00379669 0.0166948 -0.00474156 0.0142743 0.0549051 0.0252396 1.77125e-05 0.0061568 -0.0106338 0.0271067 -0.000410331 0.00887821 -0.0125468 0.0044968 0.0236313 -0.00559547 5.09938e-05
internal_weight=142.679 6.98105 2.00926 4.9718 3.96718 3.26328 2.7206 2.27599 0.631788 135.698 0.319433 0.233654 1.6323 1.35373 0.954099 0.763077 0.593152 0.233214 0.142417 134.065 8.73831 4.85068 3.88763 125.327 3.48383 1.65463 1.19649 0.81462 0.495728 123.799
internal_count=2900 456 121 335 330 321 314 304 250 2444 226 218 115 109 103 99 54 43 164 2408 216 163 53 2192 128 91 59 53 49 2168
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 0 0 1 2 2 2 1 1 0 0 0 0 2 0 0 0 2 0 2 2 1 1 1 0
split_gain=0.029339 0.105071 0.185169 0.106853 0.152254 0.251575 0.186304 0.29093 0.140918 0.0561053 0.0427317 0.0402489 0.0965215 0.171732 0.0554613 0.0268072 0.713779 0.260699 0.514155 0.560018 0.342842 0.52508 0.300206 0.240094 0.533599 2.14744 0.360358 0.295253 1.34413 0.482036
threshold=36.514114975300011 0.42314601355000009 0.42646926740000007 0.4588185982500001 0.49967066855000003 0.50482021495000018 0.52161611930000007 0.52877159370000015 0.3982365797500001 34.542090938800008 35.131296350900008 37.020641110850008 0.36543816055000006 0.36730936200000003 0.52898116820000018 0.52803808270000008 0.52975958800000011 0.52266399210000014 41.395309858300003 0.52511900840000014 0.51700547890000015 0.52104727400000017 44.086690780350004 0.50300889195000009 40.12915366295001 41.395309858300003 0.37138109635000011 0.36597706655000006 0.37308763210000007 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 -5 -6 -7 -8 -9 -10 -1 12 -2 -14 -15 17 -17 20 -19 -20 23 -22 -21 27 -25 -26 -27 -13 -29 -30
right_child=11 2 3 4 5 6 7 8 9 -11 -12 15 13 14 -16 16 -18 18 19 22 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.0025396964160645423 -0.032983705376542556 0.10539824088299586 -0.068960420046947163 0.035648460836360606 -0.06244089032363577 0.041777648173954574 -0.11407871003629551 0.075483595357501015 0.0042881253402118295 -0.10273280906534249 -0.10604542289579762 0.0003904378887262497 0.045134921500653041 -0.047146991172789886 0.00030809748623510927 -0.07486520766575526 0.0002840870152347993 0.037452488015053159 0.022525520928234254 -0.12840839766583337 -0.06358931781504043 -0.00024804561595045293 -0.0070341787523601944 0.049785603122227441 -0.10534505729010468 0.066491226277860624 -0.005504098566932754 -0.14382765969616523 -0.043861021382323728 0.081899882366185991
leaf_weight=0.054067547233173197 1.2389063452760631 0.19927812740206707 0.17874101710489787 1.435382228065919 0.5850045722909275 0.97843632703006711 0.2430393373942934 0.23328171763569117 0.12332834194519648 0.081262266991075194 0.10992519843421178 72.750597125822424 0.62551324069499947 0.46113528373825829 0.52856918442648748 1.3060449670756487 39.171277173321926 4.83985469455365 1.1841191472503854 0.54598058229748847 2.1287145270944157 3.3975602027776404 0.32513641721197928 3.120031916696461 1.4313560335431246 2.0878439240332232 1.0422968009261238 0.75425981759326433 0.55140600378763316 0.68143292525201105
leaf_count=41 12 2 25 38 14 28 23 10 150 63 14 912 2 9 37 50 1062 58 37 32 34 26 23 32 23 31 48 15 28 21
internal_value=1.68143e-05 0.00822867 0.0114002 0.00654547 0.0102131 -0.00605411 0.0138251 -0.0263413 0.0223569 -0.03822 -0.0702455 -0.000234093 -0.011986 0.00411969 -0.0218028 1.3778e-05 -0.00214069 0.000933289 0.0196577 -0.0222469 -0.000534743 -0.024647 -0.0831066 0.001082 0.0179174 -0.00388028 0.0425177 -0.000648331 -0.0386792 0.0256514
internal_weight=142.394 4.22175 4.05775 3.85848 3.67973 2.24435 1.65935 0.680912 0.437872 0.204591 0.163993 138.172 2.85412 1.61522 0.989704 135.318 40.4773 94.8406 6.89509 2.05524 87.9455 5.52627 0.871117 82.4192 7.68153 4.5615 3.13014 74.7377 1.9871 1.23284
internal_count=2900 408 353 351 326 288 274 246 223 213 55 2492 60 48 46 2432 1112 1320 150 92 1170 60 55 1110 134 102 79 976 64 49
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 0 1 1 0 1 1 1 1 1 0 2 2 0 2 1 1 0 2 1 1 1 2 0
split_gain=0.0266337 0.433169 0.315344 0.735302 0.595744 0.620906 0.242447 0.194889 0.231165 0.160576 0.303033 0.290783 0.465009 0.198313 0.314193 0.200323 0.147239 0.518444 0.722629 0.336363 0.798016 0.683778 0.314234 1.07963 0.693748 0.278764 0.346321 0.317983 0.307035 0.268795
threshold=0.42067602765000006 0.54017843775000018 0.54191491270000014 0.54317236010000014 0.54475913895000005 0.54679500610000009 0.41985269900000005 0.52937037810000021 0.42194844465000009 0.42194844465000009 0.55240861050000023 0.42440346100000009 0.42970270350000012 0.4323972336000001 0.4355408521000001 0.43672345135000007 0.53905571685000009 39.788107623550012 41.028010303750008 0.54191491270000014 41.169697216150006 0.40259273675000007 0.39971857130000005 0.53592706805000012 43.968221017800005 0.39584144190000009 0.39458399450000009 0.3982365797500001 36.921550069850007 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 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 7 -3 -4 -5 -6 16 8 -2 -7 -11 -12 -13 -14 -15 -16 22 -18 -19 -20 -21 -22 25 24 -24 26 29 28 -27 -1
right_child=1 2 3 4 5 9 -8 -9 -10 10 11 12 13 14 15 -17 17 18 19 20 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00092774692730087879 0.10395356584487639 0.057074494432765688 -0.10489019991488964 0.072800366225235419 -0.072642489250058423 0.049742032958220384 0.032685161630135226 -0.11630380005384917 -0.10175612555729699 -0.040970243974316603 0.087862068853138436 -0.11484288183155318 0.050633365118402218 -0.083965640327187521 0.043392469242786107 -4.4892939294771631e-06 0.024766300192410301 -0.13616288908683491 -0.07529227526837122 0.12212869291632755 0.022826692776966695 -0.11574322409131815 -0.11131517764291764 0.093601021203566656 0.020150857658353234 0.024701424527560859 0.042944625320183977 -0.0051400114152519404 -0.10762598598933837 -0.025300326661193574
leaf_weight=95.902142103695979 0.10567549616098659 0.91016604646574961 0.68674659822136419 1.0753593203844527 1.224374637822623 0.64370816177688794 2.3184691343922159 0.47900309091346571 0.11308648791737141 1.7375343143939996 0.39208018127829092 0.3411258451205893 0.83406298508998844 0.42735289610846194 1.1377466809062777 16.339680350622871 1.9375561437533395 0.63607955747284028 0.73384539905964663 0.44289152603596438 0.92353196129988624 0.57958637678120795 0.57445112181085223 1.5164399286732075 1.3324398703698532 0.22784660977777038 1.9010643820802204 1.6165195399371439 0.76092499715741724 4.0733682092359222
leaf_count=1317 1 11 9 10 14 11 22 20 64 21 5 26 26 18 17 851 50 12 11 2 40 36 33 13 43 12 15 19 63 108
internal_value=1.8265e-05 -0.0028442 -0.000737509 -0.00285583 4.53326e-05 -0.00334486 0.000673855 -0.0805884 -0.00238569 0.000537676 -0.00095567 0.00261492 0.000863149 0.00296949 0.000749148 0.00282057 1.79863e-05 -0.01633 -0.0403432 -0.0175999 0.00415607 -0.0306044 0.000813907 0.0306266 -0.0194533 -0.000162901 0.000663115 -0.0324632 -0.0771332 -0.000140881
internal_weight=141.925 26.4477 25.7499 24.8398 24.153 23.0777 115.477 0.697765 0.218762 21.8533 21.2096 19.472 19.08 18.7388 17.9048 17.4774 113.159 5.25349 3.31593 2.67986 1.94601 1.50312 107.905 3.42333 1.90689 104.482 101.877 2.60529 0.988772 99.9755
internal_count=2900 1104 1019 1008 999 989 1796 85 65 975 964 943 938 912 886 868 1774 151 101 89 78 76 1623 89 76 1534 1440 94 75 1425
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 2 2 1 1 1 0 2 2 0 1 1 1 1 1 2 1 0 1 1 0 2 0 2 0 0
split_gain=0.0252616 0.132646 0.2548 0.150272 0.231881 0.112907 0.182797 0.264025 0.209742 0.436116 0.641041 0.159685 0.274634 0.615028 0.424691 0.208765 0.174091 0.526475 0.122018 0.118087 0.305018 0.854272 0.492545 0.449447 0.417501 0.472362 0.316151 0.131644 0.156724 0.120847
threshold=48.680511450650009 0.61802041855000012 0.5024400467000002 0.50525433370000017 0.65092362505000012 45.673096293200011 47.001379125850008 0.41808628485000005 0.36501901140000009 0.37668033890000002 0.54191491270000014 44.758188263300006 44.157169339850007 0.47760546090000006 0.34608245260000009 0.41367024935000007 0.35877668335000007 0.41753240920000007 0.48250052395000009 43.19689381845 0.34632196640000007 0.49678153350000009 0.37027334510000004 0.34560342505000002 0.48119816770000007 43.812290675100009 0.53592706805000012 43.082598263550004 0.50356276755000018 0.55820185025000013
decision_type=2 2 2 2 2 2 2 2 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 11 7 -7 -8 -10 -11 12 19 -14 -15 -16 -13 -18 -12 27 23 -22 -23 24 25 -21 -24 -1 -29 -28
right_child=1 2 3 4 -6 6 8 -9 9 10 18 16 13 14 15 -17 17 -19 -20 20 21 22 26 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00022321381914880574 0.0090869046074902003 -0.11384498683801934 0.097377526329036512 0.063201827177083988 -0.11359273381405299 -0.11806883876902444 -0.04143595998331602 -0.020045765634345677 0.093856818159491706 -0.11147006583784297 0.049122739337857518 0.057677822996338113 -0.13096803549588218 0.043164538238170777 -0.11858773605501863 -0.015591249339546524 -0.070875387268504869 0.053058298582709676 -0.013979255555276598 -0.07199142522267743 0.083863316718651645 -0.064027254633295269 0.046509001577623499 -0.048210414573555647 0.065466437244096565 0.021747753835364012 0.010029083219066754 -0.053950938527999884 0.0062124718269091781 -0.036927536572619081
leaf_weight=109.40703806957464 7.737776770330127 0.26422782750887552 0.13693409692496061 0.14190963597502559 0.15545535695855506 0.36974792795081057 0.97100794696598347 1.0698672791331771 0.52704546158202026 0.45913843368180085 0.82839051983319201 0.99852027260567355 0.51472016623119943 0.85738988220691659 0.33274038165109232 0.48167442722842679 0.57323858150630236 0.85254550547688268 0.48633869524928741 0.81464633303403289 1.7511600050493141 0.90280108898878086 1.9856698162038808 1.8473681670220683 1.0509849265217779 1.5805117579366195 1.4421423680614682 0.99531359344336923 0.76637224870319187 0.88405472624253878
leaf_count=2031 208 12 2 6 47 53 15 24 7 22 22 20 28 5 13 31 26 20 33 37 20 11 41 21 5 26 19 34 21 40
internal_value=1.33066e-05 0.0053194 -0.0364143 0.0106946 -0.0292222 -0.000323896 -0.015527 -0.0452218 -0.00246151 0.0139861 -0.00974483 0.000235542 -0.000255066 -0.0353858 -0.00595763 -0.0576719 0.0256563 0.00323058 0.0257803 0.000367273 0.0096816 0.023432 0.00313827 -0.00841277 0.0129215 -0.010135 0.0172011 -0.000659882 -0.0277785 -0.00781645
internal_weight=141.187 8.4363 0.698527 0.434299 0.297365 132.75 4.71154 1.43962 3.27192 2.30091 1.77387 128.039 125.615 2.18652 1.6718 0.814415 2.4243 1.42578 1.31473 123.428 12.2593 6.96583 5.21467 5.29351 3.44614 2.39516 4.31187 111.169 1.76169 2.3262
internal_count=2900 275 67 55 53 2625 176 77 99 84 77 2449 2383 77 49 44 66 46 55 2306 220 131 111 89 68 63 100 2086 55 59
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 0 2 2 2 1 1 2 2 1 0 0 1 2 2 2 2 1 1 2 2 2 2 2 2
split_gain=0.0249345 0.137437 0.310228 0.207718 0.20569 0.343904 0.170111 0.12721 0.0740618 0.145073 0.0641627 0.0462607 0.0408842 0.0396147 0.0393538 0.0369021 0.0317069 0.0287854 0.02423 0.242047 0.231124 0.441006 0.412824 0.385641 0.167135 0.291516 0.789809 0.24908 0.270032 0.234629
threshold=36.625813070500008 0.52161611930000007 0.51700547890000015 0.52877159370000015 0.49967066855000003 35.818873074050011 0.52975958800000011 34.997818021800008 35.461062230100005 35.337501601400007 0.34392682850000006 0.33672644530000007 37.020641110850008 34.394321486900004 0.43166372265000008 0.42646926740000007 0.5025747732000001 0.43625939340000008 39.788107623550012 39.995120105550008 39.420767558750008 39.268993001500007 0.34524415440000006 0.39051226010000012 40.12915366295001 40.21994457600001 40.259171735100004 40.496232821400007 40.580626202750004 40.380906245900007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 8 -5 13 9 10 11 15 16 14 -8 -1 -2 -16 20 -20 21 -14 -22 -24 -21 -26 -27 29 -29 -28
right_child=12 3 -4 6 -6 -7 7 -9 -10 -11 -12 -13 18 -15 17 -17 -18 -19 19 24 22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.040732131898478713 -0.02763845967837128 -0.11281113448493751 0.081048868259017082 0.10471425464482922 -0.030415015325157248 0.099437982482444565 -0.10204474643777837 -0.10361216058030376 -0.039018038625848961 0.072699650493807985 -0.031614040047047764 0.073376379143431869 -0.0022131814761388647 0.062718610810456418 0.059647377412232055 -0.049872665176227238 -0.0044069906532213784 -0.10053573000447372 0.026295215742253783 -0.026674994911515239 0.017267938933108764 0.044522508247020344 -0.05609460591788612 -0.0012488980415925732 0.040738258960692851 -0.082727958150756578 0.0038950419616515367 -0.039638767986981863 0.00035553540744953508 0.051934272803517256
leaf_weight=0.087456538542042273 0.91798970306126593 0.22328108067449637 0.59810653119347978 0.12418422847986221 1.1825423140398923 0.4469089717749738 0.040368689653973888 0.14412503820290112 0.37594066379824642 0.29265404085163027 0.49898781080477761 0.12488932485575788 18.511861284194602 0.10293424834367215 0.050149566202890128 0.092492048628628254 1.631800298318012 0.014451403885757941 3.5724659770385179 2.3277109782975449 2.3612048570066682 2.2662217095494261 3.0523743987723719 2.2104393084118783 1.7626526649110008 1.1486253759048839 2.3501958590913992 1.720226397839723 90.627769559181615 1.791844052095257
leaf_count=35 9 23 13 1 31 16 17 60 8 5 43 9 360 23 9 6 39 121 48 36 16 24 30 38 24 12 36 24 1760 24
internal_value=1.1971e-05 0.00742165 0.0151067 -0.0332282 0.0023916 0.0226045 0.00408565 -0.0314128 -0.000715997 0.0124163 -0.00953145 0.0266154 -0.000227279 0.0186379 -0.0245881 -0.00583797 -0.0127709 0.023814 1.19336e-05 0.000711073 -0.00258014 0.00288418 -0.0174723 -0.0330588 -0.000187378 0.000432891 -0.000294734 0.000686557 -0.000389465 0.0246768
internal_weight=140.653 4.39947 3.69998 0.699494 3.10187 1.91933 0.476213 0.352029 1.47242 1.09648 0.803826 0.304838 136.253 0.207904 0.10497 0.179949 2.54979 0.064601 133.704 105.301 28.4021 20.7781 7.62402 5.26281 101.729 99.4013 97.6387 96.49 92.348 4.14204
internal_count=2900 420 166 254 153 122 231 230 106 98 93 50 2480 170 147 41 48 130 2432 1964 468 384 84 68 1916 1880 1856 1844 1784 60
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 1 0 1 0 2 2 2 1 0 0 0 1 2 2 2 0 1 2 2 2 0 1 0 2
split_gain=0.0245793 0.362854 0.163392 0.161117 0.201487 0.205171 0.162802 0.192103 0.12634 0.10202 0.0986086 0.412115 0.123938 0.139362 0.152544 0.101788 0.208237 0.0823559 0.28735 0.215267 0.21282 0.184349 0.129712 0.109928 0.131896 0.206371 0.18924 0.275053 0.336728 0.127875
threshold=0.46613873835000008 0.47106374065000006 0.57811143375000007 52.932444045400004 0.5810754169000002 0.58736265385000019 0.47777012665000013 0.61532588845000014 0.46208197360000008 0.61802041855000012 49.275256100300005 49.49736495185001 49.700765821350011 0.36106703390000006 0.55820185025000013 0.55671985870000007 0.48119816770000007 0.31123319660000009 48.680511450650009 45.027406014450008 44.921040431000009 0.41932876265000008 0.31148768000000004 48.852845034800005 45.673096293200011 46.650420857800007 0.58859016195000013 0.37668033890000002 0.54191491270000014 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 10 -9 17 -12 -13 -14 15 16 -15 18 19 20 21 -1 -19 24 29 -26 27 -27 -29 -24
right_child=1 2 3 -5 5 6 7 9 -10 -11 11 12 13 14 -16 -17 -18 22 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.1020593619021686 -0.11729957728715404 -0.10411275412654133 0.065556684650103447 -0.065291368810586475 -0.11214792899520248 0.059632219710602445 -0.067550863429630403 0.065077492453722255 0.027572552994070146 -0.0010352697929740284 -0.13224882319077425 0.047289921609130571 -0.11077030243554252 0.10330168163325626 -0.10163037389048615 0.10497046238335406 -0.10392211255038991 -0.031466350931212021 0.032503921142789487 -0.11855537052831487 0.10504920534733884 0.10105387452580002 -0.00012708074834718092 0.023420467509698183 -0.074483014894448224 0.024214127547821304 0.033251573632785913 -0.11003078523358989 -0.0054575406109961784 0.025870180409467342
leaf_weight=0.18370445641627897 0.28093229377439755 0.14418275159187066 0.5576180218122041 0.30521753290668119 0.15464237908346978 0.47274783983391477 0.40236582587147074 0.27323134407015448 1.6715268633997755 1.6013711527491663 0.29116884767426998 0.38696950534358621 0.14478987742950267 0.089368425309658051 0.10593948230962269 0.13029478490352631 0.10602247431233991 1.3137240200303484 2.3571436144411564 0.23868212895467877 0.13216075301170349 0.05904846265912056 121.80976830189988 1.9927530719432969 0.57375964747916386 0.71678549237549338 0.77659366081934411 0.5707097878330385 0.66872227459680289 1.9218871155753721
leaf_count=116 33 18 17 20 29 23 115 14 23 316 16 7 8 1 34 1 51 12 11 10 1 2 1823 24 43 23 8 31 20 50
internal_value=1.71918e-05 -0.00752464 0.000359882 0.00435839 0.0104989 -7.18296e-05 0.00623126 -0.00485593 0.000249263 0.00860095 -9.01267e-05 -0.0279949 0.00351428 -0.025874 0.00260472 0.0365105 -0.00914153 0.000172469 0.0166359 -0.0443213 0.00293854 -0.0526531 -0.000202757 0.000115552 -0.000250014 -0.0199606 -0.00851355 -0.0250938 -0.0536094 0.000276727
internal_weight=140.434 4.19231 3.91138 3.76719 3.46198 2.90436 2.74972 2.27697 136.242 1.8746 134.57 1.25455 0.963385 0.576415 0.431625 0.325686 0.195391 133.315 2.97074 0.613596 0.374914 0.242753 130.345 129.031 127.038 3.30657 2.73281 1.95622 1.23943 123.732
internal_count=2900 585 552 534 514 497 468 445 2315 330 2292 118 102 95 87 53 52 2174 140 129 119 118 2034 2022 1998 125 82 74 51 1873
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 1 2 0 0 0 1 0 0 1 1 1 0 0 2 1 1 0 0 0 0 0 1 1 0
split_gain=0.0262005 0.206317 0.288592 0.240533 0.199918 0.263411 0.30409 0.132954 0.170696 0.182757 0.145166 0.166698 0.184037 0.0900964 0.232853 0.565897 0.456558 0.164907 0.146908 0.128238 0.119263 0.228462 0.253552 0.41369 0.410781 0.154848 0.293541 0.431917 0.257727 0.289017
threshold=0.57600071855000012 0.43625939340000008 0.43706775245000007 0.45206730335000006 0.45877368940000007 0.47106374065000006 0.46128858420000007 52.932444045400004 0.5810754169000002 0.58736265385000019 0.58859016195000013 0.47383311875000006 0.61532588845000014 0.56704889075000009 0.44805544745000009 0.43887907550000005 0.45206730335000006 0.56369569775000017 0.56276758185000009 42.233786329550007 0.44805544745000009 0.43808568605000003 0.55041765215000005 0.55240861050000023 0.55754318735000019 0.54317236010000014 0.54475913895000005 0.42194844465000009 0.41865513010000005 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 -4 -5 6 -6 8 -7 -10 -11 -12 -13 17 15 -15 -16 18 20 -19 21 22 25 -24 -25 28 -27 -28 -1 -30
right_child=1 2 3 4 5 7 -8 -9 9 10 11 12 -14 14 16 -17 -18 19 -20 -21 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.00050219574616959474 -0.11126488354521485 0.10913767897634766 -0.059087296346752943 0.037757482668582358 -0.011804661646508945 0.061373969025282506 -0.11985709223945414 -0.059758636509154729 -0.11091841974659288 0.09733185032277647 0.08420750029137003 -0.067253677358995942 0.005386836822267896 0.042172264186646949 0.10467173612142709 -0.068288734297125536 -0.0013659138135531904 -0.055421525247252627 0.030330233017899017 -0.0014356308161997562 -0.022193076015520476 0.040212720479563563 -0.11623116076698162 0.024307616216897393 -0.0615895008578227 0.042519826217943701 0.027211139054275094 -0.033978268314914677 -0.084135184468033059 -0.012179439492195413
leaf_weight=109.05398610451235 0.1811051169743213 0.22159039974212635 0.77929659344835034 1.134609691215928 0.71232519924842541 0.53702401391439103 0.41058083945938506 0.30039667514211021 0.14139784015429802 0.16251570530585047 0.21453730726409537 0.42688631466182902 1.9061214412498939 1.0181456024947686 0.70116475224494912 0.85180397543444986 0.96471853977345745 0.95010494448797433 1.6103350189514447 0.81954765203408897 2.3897421113438204 1.4220253252951796 0.46414326709344722 1.2948443050522089 0.97668187871204271 2.4964264008376622 2.5984594915703383 2.0745883812196553 0.71743836286941531 2.5149934970540926
leaf_count=1653 18 1 53 31 14 19 41 20 29 5 10 117 336 28 7 28 38 33 22 11 38 27 21 60 43 32 44 19 75 27
internal_value=1.05946e-05 -0.0058957 -0.00314888 -0.00684837 -2.27161e-06 -0.00890595 -0.0513131 0.00400291 0.00965552 -8.4774e-05 0.00569799 -0.000147616 -0.00790469 0.000327346 0.0160764 -0.0081452 0.043265 -0.000103048 0.000317365 -0.03042 -6.62025e-05 0.000361562 -0.000102213 -0.0302035 -0.0126253 0.000587139 0.0148356 4.62486e-05 -0.000322626 -0.02815
internal_weight=140.048 7.12839 6.94728 6.72569 5.9464 4.81179 1.12291 3.68888 3.38848 2.85146 2.71006 2.54755 2.33301 132.919 3.53583 1.86995 1.66588 129.383 127.614 1.76965 126.003 123.614 122.192 2.73567 2.27153 119.456 7.16947 4.67305 112.286 3.23243
internal_count=2900 694 676 675 622 591 55 536 516 497 468 463 453 2206 101 56 45 2105 2061 44 2039 2001 1974 124 103 1850 95 63 1755 102
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 0 2 2 2 1 1 1 2 2 1 0 2 1 2 0 2 1 2 2 2 1 1 1 0
split_gain=0.0236152 0.140784 0.163719 0.301294 0.649535 0.125629 0.145755 0.200979 0.684966 0.240877 0.185999 0.242192 0.25314 0.155484 0.288423 0.496875 0.801186 0.32045 0.150204 0.58672 0.594892 0.236083 0.11811 0.159695 0.0972634 0.0892112 0.0873349 0.242689 0.224262 0.865519
threshold=0.47727612945000003 0.47778509625000004 0.47868327295000007 40.621691032550004 42.718072821900002 0.35814795965000007 0.4755546241000001 38.938637541200009 38.115457128050004 39.945535567850008 0.34500464060000008 0.34512439750000007 0.34536391125000004 48.919835655300012 43.57842012870001 0.31100865245000009 0.39614083410000006 42.773538294100007 0.34479506600000004 41.24714903835001 0.47305469895000007 41.558544840500012 0.34193587020000005 35.818873074050011 41.902916368500009 42.297164883650005 0.34491482290000003 0.34515433670000012 0.34536391125000004 0.48077901860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 8 22 -9 -8 -12 -13 14 17 16 -16 18 19 -11 21 -21 23 -1 -23 -7 -4 -28 29 -29
right_child=1 2 26 4 -6 25 10 9 -10 13 11 12 -14 -15 15 -17 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.015384952895351398 0.015485943701311242 0.004282757618929954 0.01180679213496892 -0.12070078846586235 0.018794910289614327 -0.0064740104503307923 -0.035893951620015775 0.044954289733758798 -0.14440182416063474 -0.064916304692093668 0.038059349253760581 -0.067950868551549443 0.0069895612976740131 -0.016826937046344862 0.053802355200942856 0.05219073675935762 -0.14668528399634859 -0.06056584108204216 -0.032125185522598354 0.031518224040553953 0.10879477986509314 -0.004082494456226396 0.038524306247813389 -0.067717394038598708 -0.10525306551820429 -0.074038414711807041 -0.027068043286123375 0.062652832572990952 -0.00053564812126713013 -0.018476940163215917
leaf_weight=0.5747558967623323 5.9917693892493835 1.7735984008759254 6.3238898627223525 0.7474364945082923 0.60315984525368549 0.36788032864410425 2.4500785377722414 1.5841269123193331 0.39067574861110177 0.63774605200887791 1.1220671995542946 0.70838682012072229 1.2393092129314025 2.8496803807793185 0.43845304441629229 2.7075061904179165 0.36546641887980513 0.88538269887840204 0.75822951456939325 0.72809820086695232 0.84566757082939137 0.15913006465416402 0.59881472092314425 0.38690224116726313 0.23588801916957891 0.4168862279257155 3.2794017812702796 2.5407338592922306 95.128994190252911 2.7256401758641005
leaf_count=56 41 18 45 32 13 29 37 15 11 19 8 20 42 26 39 41 10 50 21 9 4 15 37 24 41 26 26 21 2102 22
internal_value=8.96025e-06 0.000547952 -0.000243267 -0.0228167 -0.0584037 -0.00313032 -0.00156467 0.00381294 -0.0259861 0.00858051 -0.0153467 0.00105281 -0.0202666 0.00315036 0.0104851 0.0316931 -0.0373405 -0.00703678 0.00704853 0.018444 0.0454468 -0.00225197 0.00366011 -0.0180495 -0.0644973 -0.0423658 0.000397867 -0.000298047 0.000576391 0.0206637
internal_weight=139.566 119.115 113.123 3.12419 1.3506 20.4511 19.6664 14.1465 1.95115 12.1954 5.51984 3.06976 1.9477 10.6112 7.76157 3.51143 0.803919 4.25014 3.36476 2.60653 1.96878 1.12312 1.56047 0.961658 0.395018 0.784767 109.999 103.675 100.395 5.26637
internal_count=2900 2320 2279 63 45 580 525 418 128 290 107 70 62 275 249 90 49 159 109 88 69 65 117 80 56 55 2216 2171 2145 43
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 1 1 1 1 1 1 2 0 2 1 1 1 1 1 1 1 0 0 2 0 0 0 1
split_gain=0.0251514 0.536979 0.209735 0.501282 0.457141 1.01514 0.58612 1.96779 0.697526 1.54165 0.308995 0.210301 0.185951 1.43217 0.382802 0.457351 0.336116 0.636697 0.396101 0.243301 0.484126 0.722295 0.578809 0.284267 0.419249 0.366252 0.367361 0.314204 0.555562 0.28913
threshold=0.48181192180000004 0.34458549145000011 0.48218616210000004 0.34494476210000008 0.34527409360000011 0.34542378970000004 0.34560342505000002 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.34692075085000007 0.34744468730000005 0.35877668335000007 42.564639561200003 0.49967066855000003 36.82350895510001 0.36501901140000009 0.36597706655000006 0.36927038110000004 0.36998892250000009 0.37027334510000004 0.37138109635000011 0.37668033890000002 0.51589772760000019 0.51929582950000019 40.305698932850007 0.51243974730000008 0.52029879345000019 0.52104727400000017 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 -4 -5 -6 -7 -8 -9 -10 -11 -12 13 -13 15 -14 -16 -18 -19 -20 -21 -22 -23 25 -25 -24 -27 -26 -29 -30
right_child=1 2 3 4 5 6 7 8 9 10 11 12 14 -15 16 -17 17 18 19 20 21 22 23 24 27 26 -28 28 29 -31
leaf_value=-0.0018450948574693709 0.077461150575688975 0.032886901989252405 -0.054411715492505952 0.04243341981976767 -0.11749106762727513 0.061669750413298377 -0.13107565788235451 0.055023810279079127 -0.14272586041780419 0.037610380282128909 -0.039767669965138669 0.054797434483962154 0.023562312867733543 -0.036477592967675027 -0.052981205805430864 -0.055036526088077575 0.062580781723899331 -0.069670380215755529 0.053462442117893111 -0.082382718181085737 0.10426223595322254 -0.06139453963547057 -0.0089407775556511783 -0.05981438905774511 0.056135182304794889 0.014056750570293861 0.10485389056184109 -0.08060622116877604 0.033179287805658257 -0.00042885164248372335
leaf_weight=47.926996726974281 0.90896625549066712 1.9228822223958548 1.6914873383939255 2.5305293314158908 0.73775144666433234 1.5291585903614748 1.1435473579913367 2.3236292377114287 0.75554643198847671 2.216701950877904 1.3243494015187014 4.0348044814309096 1.0338981629611219 2.9951677438803017 1.1485001733526576 2.6071547613337316 1.667049990966915 0.80665499507449467 0.86703651398420234 0.70308221131563087 0.67083771247416635 1.5006878207786929 1.3223351512278889 1.1535686844508735 1.0184069691094908 0.87096980611750019 0.9124062149785459 0.8401602185331275 2.7064863704144946 47.227820368069374
leaf_count=843 8 11 13 14 9 9 12 12 11 15 10 38 18 28 15 48 10 28 11 11 10 50 19 25 10 32 11 9 38 1522
internal_value=9.54277e-06 0.000984487 0.000214349 -0.000496832 0.000555658 -0.000704159 0.000329179 -0.000816802 0.00102885 -0.000571798 0.000811774 -0.000269914 0.000436132 0.0159091 -0.00118599 -0.0327179 0.000624432 0.00161317 -6.39826e-05 0.00087505 0.00010129 0.00109733 -0.000105165 0.00153574 -0.000189024 0.0309397 0.0605101 0.001139 3.59122e-05 0.00139274
internal_weight=139.099 91.1716 90.2626 88.3397 86.6482 84.1177 83.38 81.8508 80.7073 78.3836 77.6281 75.4114 74.087 7.02997 67.0571 3.64105 63.416 62.2675 60.6005 59.7938 58.9268 58.2237 57.5528 56.0522 52.9464 3.10571 1.78338 51.7929 50.7745 49.9343
internal_count=2900 2057 2049 2038 2025 2011 2002 1993 1981 1969 1958 1943 1933 66 1867 66 1801 1786 1776 1748 1737 1726 1716 1666 1604 62 43 1579 1569 1560
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 0 2 2 2 2 2 2 0 0 0 2 1 1 0 0 2 0 2 0 1 2 0 0 1
split_gain=0.0242458 0.193173 0.367298 0.540175 0.10459 0.14797 0.100664 0.588167 0.355054 0.413711 0.24196 0.18701 0.168996 0.15073 0.481063 0.198867 0.286725 0.101293 0.346643 0.0988817 0.126142 0.0911119 0.210939 0.115508 0.154026 1.81592 0.54216 0.512586 0.558334 0.105855
threshold=43.19689381845 43.542456167850005 0.48119816770000007 0.35814795965000007 43.082598263550004 0.50356276755000018 0.56639022785000004 42.508878681700004 40.922041107600009 40.742467179200005 40.305698932850007 41.169697216150006 38.938637541200009 0.5726475255500002 0.58388970390000006 0.58736265385000019 41.811877919650009 0.46208197360000008 0.45051046375000009 0.62143349005000015 0.62406814170000013 43.740100730350001 0.49678153350000009 43.902382686800003 0.48015029490000011 0.3465914194000001 44.157169339850007 0.5089817670000002 0.52366695610000014 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=4 2 -2 -4 6 -6 17 8 9 10 12 -10 19 -13 -15 -16 -17 18 -1 -8 -21 22 -3 -23 26 -26 -25 -27 -29 -30
right_child=1 21 3 -5 5 -7 7 -9 11 -11 -12 13 -14 14 15 16 -18 -19 -20 20 -22 23 -24 24 25 27 -28 28 29 -31
leaf_value=-0.00064117496448786674 -0.018544011507982416 0.011678698727305988 0.092458605280493614 0.0041498997938520096 -0.051104511274679312 0.0075334585246314674 -0.084236230601635764 0.090163676653226152 -0.11037050893741077 0.095595251700265255 -0.063834703483445013 0.026082504330527969 0.034464587099912465 -0.12652344126563472 0.096177343184881664 0.067431062384392795 -0.1059070519005869 0.025301987039029028 -0.050777950831837705 0.092261009056949173 -0.1042308129993445 0.022291319305655755 -0.052699237652472947 0.070485541716427985 -0.16681528542779936 0.063518442489582522 -0.0012537542460753419 -0.12700161381195191 -0.038493485948663662 0.0015312882604837481
leaf_weight=99.635977664960123 1.4527787676888717 1.0008521733616391 1.2469601705670359 1.55827546036744 0.96533213700422382 0.77651339925432694 0.22100434766466026 0.83585171761933441 0.28738827761026176 0.58663005213384156 0.45556260193734477 0.44862016104161717 1.3497108875862975 0.41149722509453568 0.197869922965765 0.17483967506859699 0.21010473395836016 1.448066314915194 1.398369972801446 0.092085042851067556 0.050638018753360825 2.2946842599703841 1.035573113535065 1.2106887412101084 0.68706300432677281 1.1666011812376371 8.1111137468787984 0.37122970810969391 0.72033492045011183 7.9919869910927446
leaf_count=1457 40 18 9 39 34 21 144 36 19 18 27 8 69 14 2 27 40 15 35 6 114 33 26 20 10 46 124 51 20 378
internal_value=2.40979e-05 0.00260338 0.0222683 0.0434042 -0.000655137 -0.0249637 -0.000262371 0.0131472 -0.00120301 0.0210902 0.000939496 -0.0367062 0.0181614 -0.0220345 -0.0437442 0.0147022 -0.0271778 -0.000958716 -0.0013351 -0.042336 0.0225459 -0.00080178 -0.0210591 0.0010273 -0.00138122 -0.009431 0.00806354 0.0011184 -0.00689564 -0.00177796
internal_weight=138.394 28.8481 4.25801 2.80524 109.546 1.74185 107.804 5.3218 4.48595 2.75563 2.169 1.73032 1.71344 1.44293 0.994312 0.582814 0.384944 102.482 101.034 0.363727 0.142723 24.5901 2.03643 22.5537 20.259 10.9372 9.3218 10.2502 9.08355 8.71232
internal_count=2900 814 88 48 2086 55 2031 524 488 378 360 110 333 91 83 69 67 1507 1492 264 120 726 44 682 649 505 144 495 449 398
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 0 1 2 0 0 0 0 2 0 2 1 0 2 0 2 2 2 1 2 0 0 1 1
split_gain=0.0265437 0.335474 0.249127 0.240717 0.154807 0.318161 0.247315 0.240606 0.604654 1.1473 0.677166 0.61336 0.563943 0.553385 0.459127 0.429871 0.42796 0.326674 1.17865 0.437021 0.417562 0.968284 0.722026 0.731372 1.50763 0.515452 0.394756 0.490669 0.28327 0.281628
threshold=41.322103772800006 41.395309858300003 41.134354310300004 41.21013581150001 40.982542372850013 40.922041107600009 40.79983011445001 0.54095685760000012 0.42829556000000008 40.036761086100007 0.54384599265000022 0.54384599265000022 0.54511840960000013 0.54511840960000013 40.305698932850007 0.48543456785000005 40.21994457600001 0.39078171310000004 0.52772372085000019 39.344049039350004 0.50449088350000015 39.749124837650008 40.12915366295001 38.592454371550012 0.34524415440000006 39.468990633150007 0.52215502530000013 0.51700547890000015 0.3447052483500001 0.43033142720000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 14 9 11 -10 -9 -12 -13 16 -16 17 20 -19 -20 22 26 23 -1 28 -26 27 -22 -25 -14
right_child=1 -3 3 -5 -6 -7 -8 8 10 -11 12 13 29 -15 15 -17 -18 18 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.012681570813359766 -0.037954567491285486 -3.4197191186304355e-05 0.043660075505495041 0.0051209825195258013 -0.020261506143232841 0.058074328672087311 -0.031987032274540875 -0.085019224833713491 0.10743113596552108 -0.13986987293284897 -0.14318697199023955 0.071493505718950898 0.082241463557549091 -0.031148933761455073 0.0049455582620410894 0.053956921261911484 -0.046030517650709694 -0.14006625149348345 0.023406649485895388 -0.05157744004180112 0.021140977344018121 0.077447374853560361 0.071435417077082938 -0.014685443085168318 -0.034021180184180773 -0.10937210180553879 0.026429623604809938 -0.04459795930435255 0.033970826533193756 -0.0034687312171344828
leaf_weight=8.092552811071366 2.4166459065818335 67.40184989429531 2.5702112240542183 4.3870728035622051 3.7628627702622444 0.94973788979404972 2.3586507392465128 0.84822342009283502 0.59463336074259121 0.94149302839650761 0.27883054269477714 0.96485582626337452 0.41038684367231315 1.1528744698065905 3.8879819515277623 3.315693249925971 1.924901671707629 0.71961238417406903 2.4948766893940051 1.1289776712656019 2.0831215870566648 2.4034816480707368 1.2009628824889649 2.6123029442533134 1.5843168224382682 2.1261915894137928 4.7640617855649907 2.4955699369311333 2.2077614224981517 5.8217734573062785
leaf_count=203 22 1518 22 44 46 12 36 14 5 16 4 11 17 44 43 38 15 58 59 17 29 18 9 30 20 29 35 30 17 439
internal_value=2.32897e-05 -0.00134674 0.00142823 0.0193584 -0.000612537 0.000676366 -0.000289936 0.00109313 -0.0120963 -0.0436939 0.00527946 -0.0131645 -0.00404981 0.0156158 0.00446787 0.0275044 -0.000162541 0.00244086 -0.0231673 4.60631e-05 0.00620235 0.0208405 -0.00344434 -0.00885414 -0.029284 -0.0771987 0.00627805 -0.0146894 0.00760086 0.00217527
internal_weight=137.902 69.8185 68.084 6.95728 61.1267 57.3638 56.4141 54.0554 11.0131 3.90745 7.10562 2.96595 6.51099 2.11773 43.0424 7.20368 35.8387 33.9138 4.34347 3.62385 29.5703 11.7462 17.8241 16.6231 8.53057 3.71051 9.34275 4.57869 4.82006 6.23216
internal_count=2900 1540 1360 66 1294 1248 1236 1200 550 85 465 69 460 55 650 81 569 554 134 76 420 112 308 299 96 49 94 59 47 456
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 0 2 1 2 2 0 1 0 0 1 0 2 0 0 1 2 2 2 1 2 1 2 0 2 2
split_gain=0.0248108 0.100525 0.183182 0.0915124 0.0745244 0.240122 0.287395 0.576931 1.33135 0.2107 0.226685 0.516201 0.16419 0.158641 0.256364 0.122963 0.307288 0.122837 0.0702593 0.130587 0.121722 0.269725 0.249327 0.0971227 0.116161 0.0898636 0.069431 0.110352 0.0675215 0.302904
threshold=0.57995269605000022 41.792045663550006 0.62143349005000015 0.58388970390000006 48.852845034800005 0.39672464895000009 48.988717865950008 0.31063441215000004 49.49736495185001 48.461603274950008 0.41155953415000007 0.31123319660000009 0.37331217625000007 0.47648274005000008 0.39685937550000011 0.43563066975000003 39.56957118270001 0.43447800965000011 0.62143349005000015 0.49703601690000004 47.480720532750006 45.673096293200011 48.852845034800005 0.46613873835000008 42.541806567400009 0.49901200560000009 48.315732392000008 0.63075955810000017 45.90502654165001 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 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 9 -6 -7 -8 -9 10 11 12 -1 -10 -15 16 -12 -18 20 -20 21 23 -22 -5 -25 -21 27 -27 -17 -30
right_child=1 3 -4 18 5 6 7 8 13 -11 15 -13 -14 14 -16 28 17 -19 19 25 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.01704558818974496 -0.10688016986178028 -0.026923867060024372 0.01148697297042091 0.04900547380297586 -0.025974229132854416 0.054116067018843445 0.11573810309575999 -0.1449343187370393 0.096647865859874504 -0.035318784685398036 0.01204437555887297 0.096795182311221001 -0.11285134889495041 -0.10412040713932831 0.052697635253591904 0.00053040791933045572 -0.13340666641101828 -0.038489118833268117 -0.070932014801354817 0.062281006502385133 0.094692873116781776 -0.057802733329956293 -0.00048886526488891658 0.039770558397578787 -0.045801064199389251 0.05145038037232489 0.0037120331189563214 -0.10645579656510273 -0.065908239970979984 0.017726502815539967
leaf_weight=0.19824868137948104 0.26328138017934932 1.1930486736528108 0.25971679201369113 0.6836640142137187 1.2164020561613131 1.7762860860675576 0.33936268091201771 0.59627226488373686 0.37729362770915031 1.6805929726106104 0.7136857227401936 0.70356323603937199 0.19111423475965239 0.14042575069288432 0.40463446290641514 120.3679573387785 0.28264859978025925 0.26340516471100273 0.31448103183356568 0.20242790877819039 0.46848532930016495 0.60486705834045995 0.66708259708684636 0.30132064571080264 0.33500446135440143 0.062169639102648944 0.7198693049576832 0.15360159320334787 0.77575340104522073 0.98023426532745361
leaf_count=11 158 28 176 10 13 13 1 19 3 18 49 37 104 27 62 1752 32 23 20 3 6 9 45 23 32 5 64 70 70 17
internal_value=2.70453e-05 -0.00613924 -0.0481 -0.00229323 0.000320233 0.0124836 0.0253556 -0.00214017 -0.0284821 -0.000147443 0.000327415 0.0456694 -0.0467128 0.0468006 0.0122961 -7.42224e-05 -0.0311569 -0.0876204 0.00421811 -0.013893 0.0128141 -0.00250386 0.0387789 0.0228361 -0.00528012 0.00186849 -0.0112019 -0.0609587 0.000246403 -0.0192213
internal_weight=137.237 6.22902 0.522998 5.70602 131.008 4.85068 3.63427 1.85799 1.51863 126.157 124.477 1.09293 0.389363 0.922354 0.54506 123.384 1.25974 0.546054 4.51297 1.45255 3.06042 1.92486 1.13557 1.31999 0.636325 1.13807 0.935641 0.215771 122.124 1.75599
internal_count=2900 649 334 315 2251 138 125 112 111 2113 2095 152 115 92 89 1943 104 55 287 162 125 74 51 65 55 142 139 75 1839 87
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 1 1 2 2 0 1 0 0 2 2 2 2 1 1 2 0 1 0 2 2 2 1 0 1
split_gain=0.0241709 0.166943 0.168368 0.183736 0.16125 0.145779 0.0695798 0.269235 0.243864 0.109212 0.0688251 0.513718 0.198649 0.0660134 0.174627 0.0656043 0.492331 0.344139 0.221515 0.267299 0.184427 0.878568 0.580975 0.412176 0.296365 1.22652 0.762891 0.389069 0.193506 0.368327
threshold=0.31123319660000009 48.680511450650009 45.027406014450008 44.921040431000009 0.41932876265000008 0.39950899675000007 0.32600820335000008 0.34193587020000005 37.572218886150004 41.840895355800008 0.4622167001000001 0.34392682850000006 0.46928235680000008 0.45462710695000008 45.027406014450008 39.420767558750008 39.530201452500002 39.268993001500007 0.34307356065000005 0.34392682850000006 38.938637541200009 0.52266399210000014 0.41808628485000005 0.48041974790000003 38.703421923500009 38.592454371550012 38.512991772500008 0.36106703390000006 0.49850303880000008 0.36501901140000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -7 11 -9 -12 14 -13 17 -17 18 -14 -20 23 -22 -23 -21 25 26 27 -25 -29 -30
right_child=5 -3 -4 -5 -6 6 7 10 -10 -11 12 13 15 -15 -16 16 -18 -19 19 20 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.10199844710328428 -0.034060420339603624 0.017533352595153102 -0.11498296935311808 0.10424595329867858 0.10091696749074915 0.03045922146940265 0.0011821521050322775 0.10511516080281902 -0.10682793503592086 -0.012530189654744027 0.051845241481229459 -0.10342725944979299 0.059787083142935488 -0.11916379740846934 0.057085039989815213 -0.054185579347290541 -0.00017958650459971008 0.042559741076297508 -0.070089481129056483 0.057334822153238978 -0.072279420997503466 0.064681452728200098 -0.025184426854544417 -0.07592211549293551 0.036425563218321223 -0.15741802660784368 0.10207131893610506 0.037389855068096861 -0.077295140369609439 0.00062908481833293952
leaf_weight=0.16331489571257352 1.2587651362655368 2.9513969686231576 0.2028935692505911 0.11285507678985596 0.051515847444534302 1.7742742909758811 0.39062540698796411 0.20487314136698742 0.44966319596733229 0.88605364493560035 0.74474335176250761 0.2011225691576044 0.62457586824894562 0.24448893493803325 0.10223099775612354 1.7170547079331289 99.767508282781137 2.1815072637982658 0.54008013568818825 1.4255624093075372 1.7607423746958364 1.3660099063999953 1.5197641364320587 0.70844608708284695 2.0858965997977057 0.50227371054643377 0.71742567464980389 1.2616032689875272 0.64469103654846449 10.26126379487482
leaf_count=116 41 22 10 1 2 31 17 2 51 31 18 65 3 17 2 21 1740 24 6 17 17 9 38 13 28 10 11 15 10 512
internal_value=2.43965e-05 0.0082494 -0.0433934 0.00093273 -0.0533399 -0.000190385 0.000132401 -0.000196664 -0.0566172 0.0161411 0.000172047 -0.0299777 0.000349582 -0.0804975 -0.0493342 4.78054e-05 -0.00109333 0.00457158 0.00103284 -0.000577093 0.00110992 -0.0166112 0.0173545 0.00578652 0.00124523 -0.0039608 0.00170941 -0.00388256 0.000311885 -0.0039773
internal_weight=136.823 3.48198 0.530579 0.327686 0.214831 133.341 132.082 129.422 0.840289 2.66033 128.582 0.752716 127.829 0.547843 0.303354 127.084 101.485 25.5998 23.4183 22.7938 22.2537 4.64652 2.88577 17.6072 16.1816 14.0957 13.5934 12.876 12.1676 10.906
internal_count=2900 151 129 119 118 2749 2708 2646 68 62 2578 86 2492 84 67 2474 1761 713 689 686 680 64 47 616 599 571 561 550 537 522
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 0 1 2 2 2 0 2 2 2 2 2 0 1 2 2 2 1 2 0 1 1 0 0 0
split_gain=0.0258176 0.320955 0.27804 0.924476 0.83693 0.474292 0.580545 0.178328 0.111912 0.172289 0.140028 0.545047 0.246327 0.234606 0.490552 0.291725 0.174745 0.203222 0.251711 0.451078 0.382919 0.419497 0.256579 0.107562 0.0987507 0.570301 0.430204 0.236854 0.164063 0.54802
threshold=0.34515433670000012 0.34503457980000002 0.47943175355000006 41.289992964000007 0.47760546090000006 0.47727612945000003 0.47694679800000012 0.34518427590000006 48.919835655300012 48.680511450650009 44.157169339850007 0.39614083410000006 43.57842012870001 42.773538294100007 43.022303514600004 42.508878681700004 42.102795028150005 0.47470135625000004 0.32600820335000008 39.468990633150007 39.420767558750008 38.938637541200009 0.31810424840000007 38.052786106700005 0.47694679800000012 0.35675578575000005 0.35814795965000007 0.47715637260000004 0.47760546090000006 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -2 9 10 12 -12 13 15 -15 16 17 18 19 22 21 23 -1 -20 25 -9 -27 -26 -29 -30
right_child=7 -3 3 -5 -6 -7 -8 24 -10 -11 11 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.010130225146022584 0.030915130779253775 -0.034308792131639086 0.050612722579847481 -0.022819753389107633 -0.054680718721630633 0.056286365971301905 -0.084333845555614462 -0.10756054800902055 -0.015356202162673766 0.039422227036005709 0.025121040424378321 -0.11602185873857218 0.058746256255376897 -0.14631985844940276 0.012498826080758009 0.068556073755702399 -0.04887322193179016 0.045102333019682896 -0.0055514454394583711 0.057595436983447761 -0.076230987708048994 0.071023492592433443 -0.12099685884848853 -0.063151046598185254 0.043199541870242067 0.079854771243350012 -0.037626933592087158 -0.02810726930514576 0.062078796742348952 -0.00026001788560033669
leaf_weight=0.34638356594951591 1.923827265301951 2.879518512855042 3.8635287396609774 3.0820987195329508 2.9156645987804941 1.5393227031454451 0.8101490302942701 0.55356745770379134 2.7658603072959513 1.4381784126162518 0.69443768762312064 0.45147625013123616 0.8236046487054417 0.31885920529748535 0.49859007230088537 0.69720174147369096 0.64582309229353985 1.0807677959091959 0.8197827805289537 1.3289265621087905 0.88888750620390045 0.6189269758760928 0.26216425357415574 0.53629830374848098 1.28882438444998 0.55727330350427429 0.7073208267577229 2.0267017630394539 1.4306509867310513 98.629811380619088
leaf_count=32 17 39 23 23 32 9 13 72 28 7 23 33 28 12 36 13 24 10 50 39 26 6 15 7 17 10 54 21 9 2172
internal_value=2.44786e-05 -0.00260556 0.000848875 0.0180273 -0.00527571 0.0034199 -0.00199584 0.000744031 0.00269643 0.00705711 0.00240806 -0.0304876 0.00665966 0.00132572 -0.0494509 0.00707056 0.000503756 0.00592505 -0.00289359 0.0249438 -0.0217261 0.00280484 -0.0463597 -0.0283307 0.000192252 -0.0229107 0.0141442 0.000598583 6.07571e-05 0.000631294
internal_weight=136.424 29.3065 26.4269 6.94563 19.4813 16.5656 15.0263 107.118 14.2162 11.4503 10.0121 1.14591 8.86622 8.04261 0.817449 7.22516 6.52796 5.88214 4.80137 1.93747 2.8639 1.97501 0.608548 1.35608 105.194 1.81816 1.26459 103.376 102.087 100.06
internal_count=2900 528 489 46 443 411 402 2372 389 361 354 56 298 270 48 222 209 185 175 86 89 63 47 57 2355 136 64 2219 2202 2181
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 2 0 1 1 1 1 2 0 0 2 2 2 2 2 0 1 0 0 0 0 0 0 1
split_gain=0.0280636 0.244855 1.26665 0.242563 0.700548 0.998663 0.627622 0.554593 0.637958 0.982663 0.618539 0.325007 0.90983 0.245357 0.203853 0.234115 0.199065 0.548436 0.423888 0.371702 0.373269 0.216377 0.190593 0.184712 0.610702 0.568606 0.461261 1.10231 1.14788 0.429243
threshold=41.840895355800008 41.621607100200002 0.48181192180000004 0.34542378970000004 0.34518427590000006 43.740100730350001 0.34560342505000002 42.178283198950005 0.48119816770000007 0.34988473400000003 0.34581299960000006 0.3459626957000001 0.34620220950000008 42.233786329550007 0.47778509625000004 0.47577916830000005 41.532441862050007 41.43512228960001 41.348489042950007 41.24714903835001 41.134354310300004 0.48218616210000004 0.42067602765000006 0.47778509625000004 0.48320409570000006 0.48851830785000006 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.35394149875000008
decision_type=2 2 2 2 2 2 2 2 2 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 13 -6 -5 8 -8 -10 -9 -12 -13 -2 15 -15 17 18 19 20 -1 -21 -11 -14 -25 -26 -27 -28 -29 -30
right_child=3 2 -4 6 5 -7 7 10 9 22 11 12 23 14 -16 -17 -18 -19 -20 21 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=-0.00071634722472917276 -0.039760995302665393 0.01502761509286704 -0.091349387564173379 0.05571120769792786 -0.13439819949974371 0.017786651510479451 0.088574869926178745 -0.05736284238844707 -0.042891825067933043 0.02362172524807217 0.040396882797424413 -0.12024089765780897 -0.036281046101420814 0.0049875044957016518 0.031530959104350408 -0.034762667104898018 0.028119239127400747 -0.05156197062649262 0.038932982707604556 -0.0073582449214678845 0.034060159447585746 -0.053482545838766354 0.076996809681709188 0.059652680934718517 -0.085244934296665298 0.057877105067600125 -0.11088634533595183 0.10418006221391039 -0.060069551820586702 0.00089937214492046317
leaf_weight=59.957453551199876 1.4713266282587927 3.1405504162539719 1.7392225600924573 2.36255270080619 0.99629495702083548 0.76022239908343181 1.4418264254927624 1.9305371551672568 1.8918882906436918 1.2927018767804841 1.9590666533622449 0.63320059803664008 1.2734044572953305 7.6766256827627313 2.1314341622273778 1.8360464331772162 2.4752043152475371 2.0612444873841005 2.7948778604422833 2.0621003397682207 3.2538781348885086 2.0069413159353644 1.3866126312332197 1.7604289352893854 0.78112841134862065 1.3667571544647241 0.89246458659181627 1.0567327365279222 1.2245418373495365 20.259633613185088
leaf_count=1294 42 34 43 32 42 6 13 32 13 30 19 14 38 186 23 31 33 33 22 17 33 27 33 15 18 7 15 4 12 739
internal_value=2.55683e-05 -0.00118481 -0.0228867 0.00173195 -0.00922625 -0.0685324 0.00565766 0.00263719 0.0305775 0.0122843 -0.00243272 0.000965342 -0.0016758 -0.00128352 0.00357842 -0.0026847 0.00023454 -0.000722262 0.000773175 -0.000812013 0.00107381 -0.0301078 0.0512447 0.000947828 0.00268172 -0.00123886 0.00140707 -0.00188656 0.00242908 -0.0025757
internal_weight=135.877 79.4915 4.87977 56.3854 14.872 1.75652 41.5135 39.1509 6.01303 4.5712 33.1379 31.2074 29.2483 13.1154 11.6441 9.51267 74.6117 72.1365 70.0753 67.2804 63.2113 4.06904 2.67931 28.6151 27.3417 25.5813 24.8001 23.4334 22.5409 21.4842
internal_count=2900 1536 77 1364 330 48 1034 1002 89 76 913 881 862 282 240 217 1459 1426 1393 1371 1327 44 63 848 810 795 777 770 755 751
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 0 0 1 1 1 0 0 0 0 0 2 2 1 1 1 2 2 0 2 1 1 0 1
split_gain=0.0292658 0.283227 0.261882 0.177884 0.275168 0.171402 0.387411 0.333675 0.30253 0.373078 0.197595 0.437878 0.383346 0.48114 0.40359 0.342155 0.375081 0.593532 0.277497 0.200482 0.175046 0.173265 0.181195 0.172231 0.132966 0.121675 0.115616 0.384149 0.1838 0.231289
threshold=42.852084787850011 42.898324343550009 42.988308018450006 42.718072821900002 0.34587287805000005 0.55754318735000019 0.54191491270000014 0.53592706805000012 0.58859016195000013 0.44805544745000009 0.3982365797500001 0.39904493880000008 0.51589772760000019 0.49967066855000003 0.49128768600000011 0.48661716715000009 0.48368312325000012 43.245737185650007 43.968221017800005 0.38780276035000005 0.42440346100000009 0.41865513010000005 44.157169339850007 43.45354240915001 0.57995269605000022 45.33565396960001 0.34479506600000004 0.34518427590000006 0.3972336157500001 0.31123319660000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 10 9 -7 12 -12 13 14 15 16 17 -4 -14 -20 -8 25 -23 -19 -11 -13 28 -28 29 -25
right_child=1 2 5 4 -6 8 20 -9 -10 24 11 21 18 -15 -16 -17 -18 23 19 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00027875172732494115 0.048060778436891133 -0.058194400536543983 0.080423036047702928 -0.073628935046005636 0.0080516235515654157 -0.10972572716221207 0.016806084441214255 -0.057275950095785122 0.0027920663656969967 0.0191369178402475 0.12288740664352654 -0.0053939266478494653 -0.0049469724495088546 0.053351153318714817 -0.058238409509385317 0.05485476374949344 -0.04524289254858313 -0.034745754954924865 -0.13227272930558101 -0.031258460345653633 0.078362815431661847 0.0354184883404337 -0.10732142726935906 0.01930178901248893 -0.045577071198394936 0.058053913122871316 0.058031903418897329 -0.0021290835123884506 -0.0352708218482767 -0.031919402328406503
leaf_weight=100.08227937788166 1.3161477306821314 0.73691152494529788 0.98374728655656341 0.83702938426495055 0.81307863067195285 0.62170189032622047 0.86748509447715949 0.9087865023429903 3.7515490652504013 0.59764380555134244 0.43777006864547674 0.57148161670193054 0.84772237215656676 1.9001600429182861 1.1010963479056943 1.2378412268080854 1.6234411414479826 1.29713816905405 0.44021679229626898 0.35485208661521028 0.98819046065909788 0.1486015687114558 0.22147314272933727 3.0956236637734929 0.67734120051318314 0.64156901546812151 1.4644221290946005 3.8563919547887053 1.5653023150925944 1.2325775753706691
leaf_count=1899 22 33 45 24 20 59 30 25 209 16 1 9 25 35 13 17 13 28 34 14 13 13 53 65 26 31 10 56 54 8
internal_value=2.83742e-05 0.00259257 0.000732421 -0.00081568 -0.0333814 0.00211385 0.00556984 0.00215655 -0.0136638 -0.0462126 0.00450269 0.0343679 0.00162874 0.00556464 0.000363348 0.00430834 0.000169842 0.00563289 -0.0447497 -0.0871884 0.0495865 0.00989024 -0.050005 -0.000247692 -0.0152427 0.0281629 0.00374263 0.0144287 -0.00590507 0.00471511
internal_weight=135.22 33.4872 32.171 101.732 1.65011 31.4341 25.7859 23.9302 5.64824 1.89669 23.0214 2.0209 21.0005 19.3577 17.4576 16.3565 15.1186 13.4952 1.64279 0.795069 1.85568 1.58313 0.370075 12.5115 1.27499 1.21305 11.2143 5.32081 5.8935 4.3282
internal_count=2900 957 935 1943 44 902 592 549 310 101 524 107 417 344 309 296 279 266 73 48 43 106 66 221 42 40 193 66 127 73
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 2 0 0 2 2 0 0 0 2 2 2 0 1 0 1 1 1 1 1 1 1 1 2 0
split_gain=0.0294606 0.423572 0.190294 1.02922 0.258232 0.413836 0.73177 0.20583 0.425818 0.19471 0.527056 0.194472 0.200398 0.501739 0.44886 0.211247 0.331207 0.257048 0.206356 0.18807 0.428944 0.437948 0.626143 0.590332 1.33856 0.306811 0.191752 0.183353 1.1995 0.340032
threshold=0.48181192180000004 0.34458549145000011 40.166811829450005 39.852039223600009 40.532725462000009 40.922041107600009 41.028010303750008 0.47694679800000012 0.47470135625000004 38.938637541200009 38.115457128050004 0.48140774230000011 0.47997065955000012 0.47961138885000004 42.852084787850011 41.872669623500009 41.395309858300003 0.47796473160000008 0.34515433670000012 0.48218616210000004 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.34692075085000007 0.34744468730000005 0.35877668335000007 42.564639561200003 0.50041914915000019
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -7 8 9 10 -1 12 13 15 -14 16 -8 -17 -18 -3 -21 -22 -23 -24 -25 -26 -27 28 -28 -29
right_child=1 19 4 -5 5 6 11 -9 -10 -11 -12 -13 14 -15 -16 17 18 -19 -20 20 21 22 23 24 25 26 27 29 -30 -31
leaf_value=-0.00082654832348746173 0.072079392216406024 0.031775796437137724 0.031227884642760741 -0.12543505289211729 -0.039521413775510383 0.086443291409456169 -0.012275342496306005 -0.0210885820734645 0.072358283467165566 0.024941567855568846 -0.13635704577287044 -0.03874300523746313 -0.0062062399694070959 -0.061021307869942677 0.046076930526463188 -0.0026393681137917781 0.010235853455375303 -0.050795743919595994 0.054439018978099878 -0.050514858799904673 0.038691985126221927 -0.046839355298572118 0.051586638360692695 -0.14076314705275036 0.037778472187955749 -0.03852730843740438 0.052356536267044208 -0.028542625772597609 -0.032717489117076032 0.00066427990119694719
leaf_weight=1.5210575588116615 0.83278559730388124 1.8724231047090132 2.6362428159918627 0.77410806261468668 2.6116432744020122 0.9914840217679729 2.7801517978805483 3.8361691534519196 0.88914095563814033 1.2194952103600369 0.35364667726753385 1.2957866711076338 3.8568814760074011 1.4260696748970065 2.8594507056695875 13.879329606978898 2.1284499327884987 1.2046275629254513 2.0962563037755899 1.665490686893462 2.9336249753832808 2.8309804499149314 2.2436605580151072 0.67395489476621051 2.1783830747008315 1.2893918026238669 3.8822389954002565 4.2652739801214912 2.8918431214988232 60.900175655223848
leaf_count=128 8 11 26 17 29 6 33 39 8 14 12 13 31 17 17 360 34 40 19 13 18 26 12 11 15 10 38 74 28 1793
internal_value=2.81193e-05 0.00109826 -0.00201383 -0.0154447 0.00104233 -0.00122286 0.00185299 -0.00455604 0.0113657 -0.00616099 -0.0263932 -0.000807264 0.000818758 -0.00353248 0.0160531 0.000179037 0.0145295 -0.00648521 0.032169 0.000423676 -0.000260884 0.000734455 -0.000637635 0.00103228 -0.000458581 0.000795395 -0.000304762 0.000380311 0.0160386 -0.0012474
internal_weight=134.82 88.4602 46.36 8.59362 37.7664 35.1301 32.5185 7.81951 3.98334 3.0942 1.8747 31.527 30.2312 23.5149 6.71633 22.0888 7.00486 15.084 4.22471 87.6274 85.755 84.0895 81.1559 78.3249 76.0813 75.4073 73.2289 71.9395 6.77408 65.1654
internal_count=2900 2057 843 218 625 599 570 201 162 154 140 564 551 503 48 486 86 400 53 2049 2038 2025 2007 1981 1969 1958 1943 1933 66 1867
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 1 1 0 0 2 2 2 1 0 0 1 1 1 2 2 0 1 1 0 0 2 1 1 2
split_gain=0.0347706 0.175328 0.316462 0.513926 0.103846 0.177418 0.10826 0.603091 0.482456 0.220126 0.134496 0.27261 0.109587 0.297497 0.268422 0.185187 0.150782 0.107585 0.392824 0.356875 0.163538 0.154583 0.273784 0.410755 0.175534 0.145013 0.448355 0.143131 0.211452 0.178041
threshold=43.19689381845 43.542456167850005 0.48119816770000007 0.35814795965000007 43.740100730350001 0.49678153350000009 0.38398550940000004 0.39135055835000004 0.48414718120000005 0.47943175355000006 44.015822920550008 48.852845034800005 48.919835655300012 0.34506451900000007 0.39672464895000009 0.39614083410000006 0.34479506600000004 0.3925780665500001 0.40105086675000007 43.902382686800003 44.921040431000009 0.53225951315000009 0.43590012275000006 0.43706775245000007 0.53321756835000012 0.53136133645000017 44.215931556700006 0.47106374065000006 0.48544953745000008 47.480720532750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 12 -10 -12 13 14 15 -6 -16 -9 20 -20 -19 25 24 -24 -23 26 -21 29 -29 -25
right_child=1 4 3 -5 6 -7 7 17 10 -11 11 -13 -14 -15 16 -17 -18 18 19 21 -22 22 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.00078802786283897394 -0.015920810207981719 0.0089385171893452946 0.091779542892415397 0.0035626139923556409 0.040181100672933498 -0.05151755908594613 -0.093147404400790001 0.047898927797662534 0.067232526181671234 -0.032580629850942677 -0.024235506271169577 0.078969885144590829 -0.010784278607068001 -0.015636047727064568 0.031481666418498803 -0.02209938406007296 0.095297494991428089 -0.13445745777658835 0.10069585766168357 0.079081599798353441 -0.02895152428291527 -0.0035518852304942334 0.10400293968754432 -0.049623228071432601 -0.087683137341107789 0.10465245760365396 -0.10220602174062893 0.073747123002256734 -0.0022577527769586342 0.015470350027638172
leaf_weight=106.46665044549388 1.4174180974728212 0.94046586647891928 1.1824440807104113 1.4957451113532441 0.89844897991634032 1.0032468197496198 0.73843616171507065 0.46563283361319729 1.4349228069186204 1.8929385603405524 0.59624965263355967 0.44842544884886593 2.8499537623629294 2.1657211466226727 0.73194253658220965 1.0188078060746193 0.74925533309578896 0.28537534945644427 0.36867760180030007 0.37473416799912218 0.30279963743305416 0.42153965681791283 0.37764075445011247 1.1671764152124522 0.60239285281750199 0.24479331821203232 0.21451817013712571 0.43716858381958479 2.249731141673692 0.65654951892793167
leaf_count=2086 40 18 9 39 37 26 19 12 10 13 48 9 30 38 38 6 4 9 6 11 35 4 3 23 38 2 72 12 166 37
internal_value=3.35018e-05 0.00318733 0.0222889 0.0425112 -0.000122342 -0.0222659 0.00186166 -0.00660233 0.00775766 -0.00176972 0.0473606 0.0200653 0.00516186 0.0133294 0.0317881 0.00708598 0.0637625 0.00122117 -0.00160039 0.00489245 -0.0801417 -0.000343136 -0.00602866 0.00382024 -0.0530474 0.0399591 0.0130836 -0.00456731 0.0101085 -0.0261892
internal_weight=134.2 27.7332 4.09561 2.67819 23.6375 1.94371 21.6938 8.90717 12.7867 10.3071 2.4796 1.04468 8.41413 5.56418 3.39845 1.91726 1.4812 8.16873 7.7031 7.11492 0.588175 6.74624 5.9122 4.88827 1.02393 0.834046 0.589252 4.51063 2.6869 1.82373
internal_count=2900 814 88 48 726 44 682 449 233 166 67 57 153 123 85 43 42 430 418 374 44 368 283 241 42 85 83 238 178 60
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 1 2 1 0 2 2 2 2 1 2 1 2 2 2 2 1 0 1 1 0 0 0
split_gain=0.034672 0.296732 0.232136 1.12407 0.184963 0.58659 0.388118 0.47503 0.144645 0.082303 0.171341 0.465924 0.438759 0.235377 0.112591 0.158725 0.104816 0.25454 0.128488 0.618555 0.22795 0.256499 0.133541 0.140137 0.0735451 0.535528 0.393369 0.121309 0.347015 0.103113
threshold=0.34515433670000012 0.34503457980000002 0.48368312325000012 0.48181192180000004 0.47760546090000006 0.47943175355000006 0.47727612945000003 0.47694679800000012 0.34518427590000006 48.919835655300012 0.31100865245000009 0.39614083410000006 48.680511450650009 44.921040431000009 44.269496632500008 43.022303514600004 0.3447052483500001 41.919251152600005 0.32600820335000008 39.091773401050006 40.742467179200005 39.468990633150007 38.052786106700005 0.34307356065000005 0.47694679800000012 0.35675578575000005 0.35814795965000007 0.47778509625000004 0.47886290830000006 0.48101853240000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 10 11 13 14 -1 15 16 17 18 20 22 21 -12 23 -20 25 -10 -27 -26 -29 -30
right_child=8 -3 -4 -5 5 -7 -8 -9 24 -11 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=-0.10235714037839019 0.028258092189930941 -0.03385241264159175 -0.031252631568015291 0.086169306374213883 -0.050280973597064398 0.012805299429183251 0.052258892173729476 -0.077463654512129249 -0.10695611872484319 -0.013019185598089537 -0.054040911097203527 -0.11117657529418118 0.074518858568253007 0.078492523121695676 -0.031461314913001595 0.040054316485696601 0.026362074243763373 -0.048940875509328782 0.022490931037785829 -0.087586649379556458 0.064196947809400967 0.052619608462488449 0.039799650698961478 -0.05111113640154466 0.016559026886943825 0.078922404658113912 -0.034875323153772453 -0.043954425003123021 0.011404125793969856 -0.00023608744506609268
leaf_weight=0.092692086573832877 1.8943723701522674 2.8192473589011788 2.1341644496424115 1.5266065783798684 2.8548088145489592 3.0470117212098558 1.4541553836315859 0.78738397452980358 0.50326477129644231 2.7735658624815196 0.52058421154742418 0.42239156406139955 0.95027913153171617 0.32185405609197915 0.85224672927142897 1.2189530784817177 1.3329823535956959 1.064871839364059 0.61918602298010295 0.73055995607865032 0.84178931266069412 0.39771561045199633 1.2670697942376135 0.44431222502100809 4.61706928811327 0.54484879951706922 0.6864904653270969 1.7659855736128509 8.3400335086043906 86.949047137899115
leaf_count=93 17 39 16 11 32 19 9 13 72 28 42 24 4 9 30 18 21 26 38 21 7 5 11 12 47 10 54 40 79 2053
internal_value=3.82065e-05 -0.00305772 0.000326312 0.00319161 -0.00256778 -0.0177106 0.00298572 -0.00190899 0.000875374 0.00238603 0.00624316 -0.0372604 0.00979861 0.0380547 0.00317854 0.00667719 0.0010414 -0.0046928 0.00508036 -0.00729848 0.0266095 -0.00784625 0.0178693 -0.00825881 0.000373733 -0.0200438 0.0154784 0.000722071 -3.1319e-05 0.000782705
internal_weight=133.776 28.4744 25.6552 23.521 21.9944 5.90182 16.0926 14.6384 105.301 13.8511 11.0775 0.836938 10.2406 0.414546 9.29027 8.43802 7.21907 5.88609 4.82122 3.06113 1.76009 0.9183 2.33057 1.0635 103.407 1.7346 1.23134 101.672 97.0551 95.2891
internal_count=2900 528 489 473 462 51 411 402 2372 389 361 126 235 102 231 201 183 162 136 82 54 47 61 50 2355 136 64 2219 2172 2132
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 2 1 0 2 1 2 0 2 0 0 1 0 1 1 1 2 0 0 2 2 2 2 2 2
split_gain=0.0332585 0.233055 0.284665 0.19253 0.180229 0.284302 0.167703 0.290996 0.488952 0.294674 0.393608 0.110638 0.181278 0.15198 0.243893 0.161178 0.0774169 0.328512 0.179987 0.17915 0.153269 0.695727 0.473644 0.135783 0.178083 0.106214 0.522552 0.094661 0.109606 0.125079
threshold=47.833738492450003 48.461603274950008 0.39614083410000006 46.177190236600005 0.37482410710000008 0.45877368940000007 48.852845034800005 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 52.932444045400004 0.61532588845000014 49.842240509300005 0.5810754169000002 0.61532588845000014 0.46613873835000008 0.58736265385000019 0.47277027635000007 0.45772581660000006 0.45206730335000006 38.771633980050005 0.56501302355000016 0.58859016195000013 44.710446918150005 41.558544840500012 39.268993001500007 42.526729949000007 42.508878681700004 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 16 -5 -6 -4 -8 -9 -10 -11 13 -13 -12 -15 -16 19 -18 -19 20 -1 -22 -23 -20 27 26 -21 28 29 -25
right_child=1 2 6 4 5 -7 7 8 9 10 11 12 -14 14 15 -17 17 18 23 25 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00019000796101422356 0.038041047851627673 -0.066783756994830454 -0.027337859761054292 -0.11873214244607731 0.012522869561486001 -0.09343444393193423 0.049282593213469124 -0.077446587334255815 0.044928066619871629 -0.15336070172007307 -0.036895538657820776 -0.12190521816807319 0.034102852765072668 0.067212242529172017 -0.10578743321300742 0.014790272329840258 -0.10653200273474622 -0.11735243131521778 0.10430684569829096 0.068180508253431152 0.062769520432326129 -0.12987632846883804 -0.013064667894219617 0.010131353309196357 0.045929679284901069 0.042017796543849795 -0.060980675609284142 -0.10350410801848137 0.10256332331744747 -0.1028098166916049
leaf_weight=115.45288446070927 1.8109571251843579 0.61959476163610627 1.4057074351585468 0.22786811256810224 0.78935875484603435 0.37284181729046395 1.4947157520800827 0.71571084088645864 1.6231547198258343 0.17904266261939517 0.47474810158746583 0.17191223712325143 0.1314207848336082 0.72150106188337282 0.16104958869982511 0.35572208227677038 0.3564602313335844 0.11741525350076631 0.14174302379251447 0.62256372026672513 0.59544272648156393 0.63764283157252044 0.76186203301767819 0.26085601066255015 0.48835149766819086 1.6105690478470931 0.6304104654409457 0.15088308948588747 0.070385590195655823 0.15712027850440791
leaf_count=1933 33 9 20 23 42 34 8 8 19 7 44 48 6 45 28 44 64 23 3 30 21 19 21 194 11 17 12 58 1 75
internal_value=3.95882e-05 0.0056269 -0.00166123 -0.000406929 -0.0374129 -0.021469 0.00376597 0.0110181 -0.00159577 0.0126209 -0.0112651 0.00135227 -0.0543138 0.0112093 0.0296525 -0.0227872 1.45291e-05 -0.0209082 0.00110107 0.000317683 -0.000284855 -0.0277664 -0.0662864 0.0120581 0.000462138 0.0250307 0.00319548 -0.0342728 -0.0128833 -0.032324
internal_weight=133.31 9.86524 8.05428 123.445 1.39007 1.1622 7.43469 6.02898 4.53426 3.81855 2.1954 2.01635 0.303333 1.71302 1.23827 0.516772 122.055 1.74321 1.38675 120.311 117.448 1.99495 1.3995 1.26934 1.1276 2.86354 1.25297 0.639245 0.488362 0.417976
internal_count=2900 319 286 2581 99 76 277 257 249 241 222 215 54 161 117 72 2482 429 365 2053 1994 61 40 342 339 59 42 328 270 269
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 0 1 2 2 2 1 0 0 2 0 2 2 2 2 2 1 0 2 0 1 1 0 2 2
split_gain=0.032826 0.334253 0.195855 0.175089 0.771764 0.924205 0.261947 0.348189 0.381764 0.267014 0.213402 0.678695 0.137365 0.580761 0.271403 1.1231 0.443892 0.416045 0.467475 0.202703 0.201744 0.307249 1.0749 0.389229 0.358237 0.54069 0.310866 0.588406 0.725914 0.556022
threshold=41.322103772800006 41.395309858300003 41.289992964000007 0.55671985870000007 0.54679500610000009 38.771633980050005 0.56055207925000017 0.43887907550000005 40.878805547300004 40.878805547300004 40.823855932350007 0.45051046375000009 0.54317236010000014 0.54095685760000012 40.79983011445001 0.48181192180000004 41.061442884200012 40.380906245900007 40.532725462000009 40.712530798250008 40.21994457600001 0.39078171310000004 0.52772372085000019 39.788107623550012 0.53978922790000017 0.39513787010000007 0.36927038110000004 0.51700547890000015 39.211875820650008 38.771633980050005
decision_type=2 2 2 2 2 2 2 2 2 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 12 -6 -5 9 10 -8 11 -9 13 14 17 16 -16 20 -19 -20 21 23 -23 26 25 -24 -1 -28 29 -29
right_child=1 -3 -4 6 5 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0084369512938002062 -0.038269707180730417 -0.00016986483993416563 0.034926235256488081 0.055723705778068969 0.045261846544474529 -0.10473074400474619 0.006875328016621979 -0.12546757125061703 -0.10786346726463646 0.092884260301057481 0.074782186714368343 0.0093035030394440343 0.019496061438966941 -0.065527355344348989 -0.021705870340160045 -0.063688655082177012 0.037113753603447881 0.069476836569682537 -0.011504383835934636 0.032751910862365084 -0.024687496571196163 -0.13843949269411582 0.037697749562881848 0.032298372345516038 0.045739801331043273 -0.059284696014461361 0.054391961723348627 -0.0060643607988285055 -0.045625779757306244 0.062212698382262038
leaf_weight=13.793260945473454 2.3882024916988476 64.283119485992529 1.718577792446921 1.3185481633827283 0.57486605700819327 1.4393707083072511 0.73738411128510939 0.42188838248125682 0.34964820619461523 0.70705350488424301 0.35781774969655078 3.2689990684345247 3.7791170243035586 1.3280461532413017 2.1904317442094889 3.0204341046046466 3.0971106549404794 1.9373527446296055 2.1329974239997682 2.0103534743684577 2.8914421693043542 0.67045112883442826 0.93158978410065252 4.8819976529484839 1.1422650967724619 1.5012338923916102 2.7214393493486551 2.9300692061660811 2.3663344196975231 2.0115697421133518
leaf_count=267 22 1518 11 28 35 33 41 31 32 4 5 346 42 19 22 34 27 25 26 15 30 58 11 50 13 52 37 43 15 8
internal_value=3.17875e-05 -0.00153462 0.0016086 0.000721039 -0.00111986 -0.0619226 0.0154639 0.00637843 -0.00761104 0.0489768 0.00104681 -0.00610156 0.00109331 -0.000255571 0.00147016 -0.0150418 0.012747 0.00474243 0.0289284 0.00996877 0.000639159 0.00286162 -0.0222472 0.00657532 -0.000457157 -0.0221477 0.00130387 0.0147002 -8.06883e-05 0.0217289
internal_weight=132.903 66.6713 66.2317 64.5131 57.3517 2.01424 7.16134 5.84279 4.39835 1.44444 4.04871 3.69089 55.3375 51.5584 50.2303 8.30798 5.28754 41.9224 6.0807 4.14335 35.8417 32.9502 4.24554 28.7047 3.57509 2.43282 23.8227 10.0294 7.30797 4.94164
internal_count=2900 1540 1360 1349 862 68 487 459 414 45 382 377 794 752 733 83 49 650 66 41 584 554 134 420 76 63 370 103 66 51
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 1 0 0 2 2 1 0 1 0 0 0 1 0 2 2 0 2 2 0 0 2 1 2 2
split_gain=0.0304078 0.507766 0.451573 0.471928 0.421697 0.408491 0.229956 0.820012 0.610919 0.721629 0.884029 0.69007 0.781588 0.331633 0.203937 0.318885 0.527633 1.03607 0.261921 0.15917 1.1956 0.84596 0.365157 0.358935 1.08947 0.385697 0.271853 0.290354 0.211983 0.15671
threshold=0.34569324270000007 0.48607826115000008 0.34548366815000003 0.48368312325000012 0.47905751325000007 0.34542378970000004 0.34491482290000003 0.48181192180000004 0.48101853240000009 41.872669623500009 43.968221017800005 0.34515433670000012 0.47868327295000007 0.34512439750000007 0.4622167001000001 0.48015029490000011 0.47886290830000006 0.35319301815000009 0.48077901860000011 40.922041107600009 41.24714903835001 0.47760546090000006 40.259171735100004 39.788107623550012 0.47694679800000012 0.47470135625000004 42.102795028150005 0.34446573455000007 42.508878681700004 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 19 9 11 13 -8 -13 -11 -2 16 17 -16 -17 22 -21 26 23 24 25 -1 27 -22 -28 -30
right_child=14 -3 4 -5 -6 -7 8 -9 -10 10 -12 12 -14 -15 15 18 -18 -19 -20 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0067665933687001819 -0.069369621800370457 0.038899139195150978 0.0059453951542643808 -0.054691700807314197 -0.063597885726982162 0.043483964326463592 -0.026337873098547696 0.080758208604598689 -0.064922561228831069 -0.032483149530116176 0.035645977186136046 -0.0073952231079282386 0.072393405530965974 -0.13361090199345374 -0.054921775359205796 -0.056800066960764242 0.061516824826090666 0.053218989296906931 0.00038346112486715712 0.10340402116550468 0.0018820132997891738 -0.077990904324817256 -0.057035049217724502 0.047805781261079344 -0.10979690188696981 0.070380868359432913 -0.052463912454435074 0.083414934520914405 0.046814517498214664 -0.0011247487001973097
leaf_weight=2.872777623162285 0.40887904493496208 2.819056933571118 1.3784987707203975 1.6026068944483984 2.3728611879050732 2.107399794535012 3.0913664184661211 1.3182249516248692 1.9027748890221108 0.48994182690512322 0.72814820706844319 2.3688047953856994 2.5486090071499348 0.95902954837038124 1.7483768544043408 0.80890061473473807 2.28320680744946 1.7960870931101451 81.924778558255923 1.1479426148580376 0.88339337085471814 1.3499577698848941 1.4659907233581178 1.1895415695835252 0.94185586646199215 0.83681020326912392 0.73603625249688587 0.86393976956605911 0.7602460703037649 6.616047238926285
leaf_count=113 61 21 30 12 28 23 34 10 18 21 6 31 14 43 43 10 17 28 2016 10 41 16 19 11 11 6 23 5 15 164
internal_value=3.34616e-05 -0.00213821 -0.00499236 -0.0016215 -0.0380431 0.000796165 -0.00192401 0.00440526 -0.01291 -0.00319378 -0.0542442 0.0106839 0.0339578 -0.0994165 0.00109164 0.00141695 0.0240263 -0.000123579 -0.000175632 -0.000713107 0.00620505 -0.00374879 -0.0124131 -0.00121373 -0.0137498 0.0106364 0.00641623 0.0421946 -0.00129016 0.00381617
internal_weight=132.322 43.3519 40.5328 36.7814 3.75136 35.1788 33.0714 20.9828 12.0887 10.1859 2.17712 8.00878 4.91741 1.44897 88.9702 88.5613 5.82767 3.54446 82.7337 19.6645 12.3576 11.2096 7.30698 5.84099 4.65144 3.70959 9.85966 1.74733 8.11233 7.37629
internal_count=2900 725 704 646 58 634 611 444 167 149 70 79 45 64 2175 2114 88 71 2026 434 274 264 160 141 130 119 248 46 202 179
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 1 2 0 0 0 0 2 1 1 2 2 2 1 2 2 0 0 2 1 1 2 2 2 1
split_gain=0.0290561 0.216329 0.289897 0.15831 0.422216 0.217711 0.832951 0.180119 0.475745 1.88879 0.223031 0.629024 0.34732 1.04163 0.642271 0.554389 0.210427 0.19149 0.669343 0.364454 0.184931 0.148136 0.65175 0.826621 0.221016 0.193866 0.311712 0.256894 0.209534 0.348864
threshold=42.487106141350004 42.297164883650005 0.39513787010000007 42.027086531450003 0.34500464060000008 0.4942366995000001 0.40105086675000007 41.322103772800006 0.48218616210000004 0.48607826115000008 0.49128768600000011 0.49811382890000006 41.621607100200002 0.39658992245000008 0.42067602765000006 41.941595803500007 41.468518788800004 41.590548329450009 0.34569324270000007 41.811877919650009 41.289992964000007 0.55671985870000007 0.54679500610000009 38.592454371550012 0.46613873835000008 0.46208197360000008 40.823855932350007 40.380906245900007 39.995120105550008 0.4410796084000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 -6 -7 20 16 -10 -11 -12 13 -13 -14 -16 -9 -18 19 -19 21 22 -1 -24 25 26 27 28 29 -23
right_child=-2 2 -4 4 5 6 -8 8 9 10 11 12 14 -15 15 -17 17 18 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079274163872849058 0.002256443414985466 -0.043292435827275828 0.010390239307263625 -0.038128408376385349 0.049705776142913265 -0.08456380621629922 0.057946303255397874 -0.02031389150463711 -0.14324503561776789 -0.044234309559544771 0.10695496641554084 0.11281336012890009 -0.096584374133372383 -0.03042088852729169 -0.051619662277344415 0.073449866782504231 0.049355845835759804 -0.062189844858950308 0.050723370470639788 0.011978813618249229 0.033762164552467187 -0.093843366088933969 0.045813174566037451 -0.099377100434828655 -0.048637757129139522 0.063437449721659336 0.048706294656265699 -0.067866383798017155 0.050740433173804111 0.0085963237915307293
leaf_weight=54.674463194961817 40.870199879496113 2.650942694591321 1.6211080169332488 1.1132686555974931 2.5353026281809434 0.66162818111479271 1.0789899515957584 2.172088466701096 1.2068347604945291 1.2882180139422414 0.51667508482933033 0.77538537909276817 1.0079956524423326 1.4707448036988351 0.7463047216228913 0.67493631629622541 1.3381404252431819 1.3709384713147303 1.9589080418227238 1.2821340868113109 1.7136962377494445 0.39157360664989971 0.54686863768932781 1.3858562562672885 0.51837235781854918 0.85998831806500664 1.6682588522089643 0.52659611962735642 0.83439886383712281 2.2015880633043707
leaf_count=794 1111 49 28 24 25 18 32 17 17 8 4 13 30 38 34 10 14 23 17 28 11 56 34 34 283 17 21 11 15 84
internal_value=4.22869e-05 -0.000954418 -0.0229216 0.00013024 0.0167271 0.0310092 0.00377664 -0.000972222 -0.0105499 -0.0283813 -0.00698994 0.0022509 -0.00931995 0.0190249 -0.0355283 0.00777488 0.00632634 0.0160513 0.00638823 -0.0263468 0.00134578 0.000472431 -0.00122468 -0.0582952 0.014195 0.0192195 0.0124561 -0.00283788 0.00715282 -0.00687231
internal_weight=131.662 90.7922 4.27205 86.5202 5.38919 4.27592 1.74062 81.131 15.8093 7.68709 6.48026 5.19204 4.67537 2.24613 2.42924 1.42124 8.12221 5.95012 4.61198 2.65307 65.3217 63.608 56.6072 1.93272 7.00078 6.4824 5.62242 3.95416 3.42756 2.59316
internal_count=2900 1789 77 1712 99 75 50 1613 253 154 137 129 125 51 74 44 99 82 68 51 1360 1349 862 68 487 204 187 166 155 140
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 0 2 0 2 1 2 2 1 2 0 1 0 0 2 2 2 2 2 2 1 2 2 0 2
split_gain=0.0276908 0.113173 0.327334 0.188874 0.158905 0.278565 0.154944 0.134519 0.250582 0.196338 0.23218 0.124687 0.0837073 0.0493695 0.0398088 0.20963 0.721637 0.476337 0.37511 0.486526 0.208186 0.193498 0.366721 0.308465 0.23677 0.373356 0.24005 0.404785 0.199383 0.134239
threshold=36.625813070500008 0.52161611930000007 0.51700547890000015 0.52877159370000015 0.50041914915000019 36.173488152900006 0.52975958800000011 35.461062230100005 0.49850303880000008 35.337501601400007 0.35814795965000007 34.997818021800008 33.96174662340001 0.33960061075000009 38.703421923500009 0.50579323975000012 0.38733870245000007 0.50041914915000019 0.4901499955000001 38.175120519550006 38.994321257850011 37.272044000450002 37.511241581900002 37.064694648750013 38.318569170500005 0.38991347565000006 38.238138001450004 37.962710038050005 0.54910032635000017 39.268993001500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -5 8 9 10 12 -8 13 -1 15 17 -17 18 19 -2 -16 23 -23 -18 25 -24 27 28 -27 -22
right_child=14 3 -4 6 -6 -7 11 -9 -10 -11 -12 -13 -14 -15 20 16 21 -19 -20 -21 29 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0041719711370042855 -0.024877350681519125 -0.11234172507190819 0.082323219153964289 0.10440207736056528 -0.033721162676256813 0.10218326257231106 0.020919379993145658 -0.039257115933955436 0.10241178793795723 0.066776665957947123 -0.11435932862204785 -0.10350518562215988 0.047155034579519264 -0.10768788394270253 0.02374038008896507 -0.092106044548452184 -0.017399954596196001 0.052656824692299292 -0.055620271063281726 0.058528134661580078 -0.018604341221020566 -0.085414659583358671 0.10870277938526052 0.088122285988594409 -0.028601404334203374 -0.03483744795376463 0.065140260632680608 -0.10888155890909933 0.06071587229192256 0.00024802144977808323
leaf_weight=0.08810474210260133 1.6831105131650459 0.19630453953868698 0.60045404080301512 0.11665505170822144 0.89965030302118965 0.3214014592085731 0.19893345900813131 0.56501266613486212 0.28158679433545331 0.26512305170763284 0.23606131952988108 0.13532756513100708 0.24495928594842553 0.071455401647483541 3.6856276168164177 1.0913842869922517 0.56600889899732443 1.7056612707674501 1.2610285514965651 1.196617438121393 3.9155051576271935 0.59624407594083084 0.39814093708992082 0.5425832370929129 1.7103706143661837 0.41228406157460973 0.43312752887504746 0.37064521842796694 0.46428792776532646 106.78607242106045
leaf_count=38 39 23 13 1 27 9 170 16 8 5 15 60 16 19 48 14 37 10 13 15 60 18 2 18 45 15 8 33 33 2072
internal_value=4.0767e-05 0.00800876 0.014977 -0.0304683 0.00137676 0.0166036 0.005175 0.000906813 0.0200202 -0.00559568 -0.0355491 -0.0294546 0.0104414 -0.0459219 -0.000224439 -0.00559878 -0.0178345 0.00818286 -0.0101369 0.00978025 0.000359639 -0.00307962 -0.0125159 0.0342463 -0.00104402 0.0216327 0.00100237 -0.0212711 0.0157736 -0.000418785
internal_weight=131.04 4.22103 3.57381 0.647221 2.97336 2.0737 0.450916 1.7523 1.18729 0.905704 0.640581 0.334261 0.404519 0.15956 126.819 12.4315 6.58508 5.84642 4.14076 2.87973 114.387 5.49369 4.3851 1.10859 3.78886 2.07849 1.68034 1.24722 0.876572 110.702
internal_count=2900 420 166 254 153 126 231 117 101 93 88 230 73 57 2480 300 223 77 67 54 2180 209 154 55 136 91 89 81 48 2132
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 1 2 2 1 0 2 2 0 1 1 1 2 2 0 1 1 1 1 0 0 0 0 0
split_gain=0.0269308 0.12143 0.0939107 0.188214 0.12374 0.165327 0.0991909 0.11968 0.102674 0.0933777 0.0481235 0.063775 0.0332493 0.224672 1.01962 0.178739 0.525174 0.506733 0.932563 0.450757 0.534802 0.801342 0.440922 0.273192 0.778922 0.246702 0.699766 0.4976 0.173072 0.668122
threshold=36.173488152900006 36.072790850000011 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.49967066855000003 35.818873074050011 0.36597706655000006 35.461062230100005 35.131296350900008 0.38906020780000011 0.54384599265000022 41.840895355800008 41.621607100200002 0.48181192180000004 0.34542378970000004 0.34560342505000002 0.34518427590000006 43.740100730350001 42.178283198950005 0.48119816770000007 0.34988473400000003 0.34581299960000006 0.3459626957000001 0.34620220950000008 0.48015029490000011 0.47778509625000004 0.47694679800000012 0.52511900840000014 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 9 10 -9 -12 13 -2 -15 17 -17 25 -19 20 -18 -22 -21 -24 -25 26 27 -14 -26 -30
right_child=12 -3 3 4 5 6 -8 8 -10 -11 11 -13 15 14 -16 16 19 18 -20 22 21 -23 23 24 28 -27 -28 -29 29 -31
leaf_value=-0.0737685035360892 -0.00013637664102613049 0.082576013374304494 0.10532883356798556 -0.028336404004088024 0.10234534709549542 0.087082295036253615 -0.047898852034671514 -0.02655346550161547 0.071430364263237733 -0.10441111321924433 0.065438390515157596 -0.042354491781446651 0.0045757104227195575 0.011733187188481283 -0.087011519492360662 0.0519657291571404 0.084017337276884152 -0.13315283314009566 0.020677220988526611 -0.049199453639988538 -0.038935760431793462 0.047834887636885794 0.037639488747596289 -0.11808818074956962 0.0094693090073469412 -0.03349461406094386 0.093271682719944266 -0.073638695343010457 -0.077388088605841385 -0.00035313442075748241
leaf_weight=0.14750095920106776 69.232203590492702 0.21096241814302619 0.18551864475011859 0.90991280045400946 0.20277622678258911 0.20928879454731919 0.27642437116224972 0.30285973619902506 0.17147116193024203 0.100042570195086 0.17824913912409102 0.079307831000761553 8.8294252690930026 2.9737301064888007 1.612868719902053 2.2595736178136567 1.3203405027743418 0.84325969333076389 0.73985568404896185 1.8869860673439713 1.8350294455885885 2.534104160618881 1.8708981168892957 0.56466879256186331 12.156998197580835 1.9923422709980503 0.82543339932271997 0.895943764131517 1.2237239130183741 14.076366264878287
leaf_count=52 1087 12 2 52 6 6 18 15 16 13 15 165 230 34 43 32 13 42 6 32 13 63 19 14 250 21 15 16 87 511
internal_value=4.11613e-05 0.00944771 0.00386488 0.00824242 0.000831366 0.0182872 0.00535118 0.0194881 0.00248339 -0.0154169 0.000469862 0.0322464 -0.000177976 -0.00155636 -0.0229902 0.00171137 0.00514662 -0.00794992 -0.0612616 0.00232319 0.0282455 0.0113913 -0.00231764 0.00064179 -0.0018284 -0.00122126 0.00487303 -0.00262974 0.000562546 -0.0065145
internal_weight=130.648 2.97431 2.76335 2.61585 2.43033 1.52042 1.31764 1.04122 0.83193 0.660459 0.560417 0.257557 127.674 73.8188 4.5866 53.8549 39.7287 14.1263 1.58312 37.4691 5.68947 4.36913 31.7796 29.8927 28.0218 12.5431 10.5508 9.72537 27.4571 15.3001
internal_count=2900 372 360 308 306 254 248 230 224 208 195 180 2528 1164 77 1364 1034 330 48 1002 89 76 913 881 862 282 261 246 848 598
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 1 1 0 1 0 0 1 2 1 0 2 0 2 0 1 1 1 1 1 1 1 0 2
split_gain=0.0306041 0.278399 0.21198 0.218256 0.299365 0.302987 0.68647 0.256314 0.362682 0.338506 0.550021 0.228735 0.203925 0.189755 0.498248 0.658401 0.292419 0.274466 0.270778 0.193247 0.182957 0.173742 0.479424 0.539066 0.544878 0.172178 0.303649 0.15991 0.155311 0.140455
threshold=0.48181192180000004 0.48218616210000004 0.48101853240000009 0.35319301815000009 0.48041974790000003 0.34587287805000005 42.131954243650007 0.34560342505000002 0.34545372890000009 0.47961138885000004 0.3453339720000001 0.47943175355000006 0.47305469895000007 0.34458549145000011 41.348489042950007 0.34500464060000008 0.47739588635000008 41.43512228960001 0.47706655490000011 42.233786329550007 0.4755546241000001 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.34744468730000005 0.4622167001000001 42.599563320500003
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 10 11 13 28 16 15 -15 20 -16 19 -19 -1 -3 -23 -24 -25 -26 -27 -28 -5 -29
right_child=1 21 -4 12 -6 6 -8 -9 -10 -11 -12 -13 -14 14 17 -17 -18 18 -20 -21 -22 22 23 24 25 26 27 29 -30 -31
leaf_value=0.0027115976276061286 0.037875912133122032 -0.028063223454354982 -0.022850525791509674 -0.062007075427443339 0.029267650304654336 0.022017337599491919 -0.094684264835645071 0.028193915197845632 -0.046152224991606788 -0.036286006419486191 0.061107096857121616 0.046856454763607627 0.046597306481266837 -0.080797296302445074 0.052784643452947734 0.0047393387236432253 0.048386637916618111 0.051331842447522036 -0.029946682727511182 -0.00323891084047045 -0.044341609425729955 0.040998106720775002 -0.043975898510789146 0.071244270586969277 -0.031831532427181203 0.038106388593392167 -0.035235886047902308 0.0029249749805771606 0.023958262513545572 -0.007433086267772439
leaf_weight=10.6875987473544 2.0147519973397712 2.1114008142612866 4.4287263545411397 0.36434303681680491 2.8682709727436295 0.921799846298199 1.1121958106186864 2.5859521493002822 1.9646554775645189 2.5698042926378539 1.4730321662167387 0.92663280665874381 1.8297073440626261 2.0661510468777906 0.93521153554320324 1.5942279566403383 1.341780198957166 0.96876444644294712 2.513085694226902 1.9655199485409864 0.89561042300101767 2.8892360515892497 2.7495269980281583 1.0914268195629109 1.6539905415847886 2.1180443409830323 1.2877173833549012 52.204963697974478 0.49663440745280241 17.472764757125105
leaf_count=345 12 20 38 53 19 17 29 38 38 26 25 5 22 25 5 25 15 8 40 44 10 18 26 7 16 15 10 1244 16 689
internal_value=3.73846e-05 0.00114337 -0.00208948 0.000204506 -0.00177504 -0.00435423 -0.0417955 -0.00201012 -0.00462219 -0.00170166 0.00180183 -0.00185417 0.0277127 -0.00381938 -0.0141308 -0.043543 0.0041928 0.00273691 -0.00585535 0.0147778 -0.000926543 0.000257902 0.000991902 -0.000479079 0.0010981 7.37214e-05 0.000795786 -0.000317792 -0.01242 0.000327531
internal_weight=130.104 85.5938 44.5097 40.081 37.3903 34.522 2.034 32.488 29.9021 27.9374 25.3676 23.8946 2.69068 22.9679 10.043 3.66038 12.925 6.38258 5.44737 2.93428 11.5832 83.5791 81.4677 78.5784 75.8289 74.7375 73.0835 70.9654 0.860977 69.6777
internal_count=2900 2057 843 805 714 695 46 649 611 573 547 522 91 517 147 50 370 97 92 52 355 2045 2025 2007 1981 1974 1958 1943 69 1933
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 2 0 0 1 2 0 0 0 2 0 2 0 2 0 0 0 2 0 1 2 2 2 1
split_gain=0.0443321 0.19592 0.169972 0.138649 0.236376 0.223114 0.253333 0.162115 0.156749 0.285655 0.194927 0.165021 0.207158 0.145281 0.177554 0.154483 0.17489 0.36434 0.257202 0.988041 0.296068 0.737568 0.417818 0.233268 0.446539 1.05775 0.23212 0.231995 0.742858 0.175313
threshold=42.487106141350004 42.37975859965001 0.34988473400000003 42.564639561200003 0.4901499955000001 42.654057868200006 42.674081447500008 42.686561923500008 0.55754318735000019 0.57811143375000007 0.44805544745000009 44.710446918150005 0.61299062905000012 0.54279811980000015 0.53592706805000012 42.773538294100007 0.47760546090000006 43.57842012870001 0.48368312325000012 43.124157941850008 0.48759019190000008 0.49320379630000005 0.49967066855000003 43.933728833200007 0.5089817670000002 0.39135055835000004 43.673409002000007 43.022303514600004 43.061965423550006 0.34506451900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 -7 -8 13 10 -10 12 -11 14 15 -9 17 27 26 -20 -21 -22 -23 -24 -25 -26 -18 -17 -29 -19
right_child=3 2 -4 5 -6 6 7 8 9 11 -12 -13 -14 -15 -16 16 18 29 19 20 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00028588129086438443 -0.0056112632622696782 -0.0046423917258742236 -0.050247148614351839 -0.035644781889753827 0.049746531346181705 0.050698840940684081 -0.047860013951904659 0.036593301113236582 -0.10897067749088946 -0.11285609447039789 -0.014134363365140257 0.0029189118483399982 0.026905784097152025 0.034068369776707914 -0.03296720763604024 -0.13383127133806971 0.044633689291834248 0.0069406074513660935 -0.066541876904450167 -0.03138211359940906 0.099561718653206135 -0.06098541088846831 0.044797775317953148 0.06884505175557884 -0.12906723852453475 0.022845384078364634 0.0042732413458099099 0.087937228865398245 -0.12241975362193835 -0.030927607570556289
leaf_weight=85.856317092628757 1.4850173703853209 1.821708299751662 1.482190902046568 1.5823720565094834 1.6050013531057628 1.0679392992296914 0.65938175830342416 1.4788198291644317 0.47529648862837248 0.28386503010551667 0.3983987842220813 4.1429482716375787 0.16930790465630707 1.6392198409685068 1.2784025036744413 0.32683354320920599 3.1576518384827059 6.1078465328446327 1.8278769960525085 1.178455566689079 1.060272035654634 0.74644570504824503 2.0848138988949358 0.73286268944502841 0.64514051616424728 1.5830350453190929 2.5968294130798313 0.29589755398410489 0.38802034428795196 1.5284845649439374
leaf_count=1734 23 29 26 33 21 11 11 26 54 29 11 201 33 44 31 27 32 120 40 14 10 18 38 23 46 90 21 5 63 36
internal_value=4.1064e-05 -0.00120544 -0.0251015 0.00278345 0.0231424 0.00110301 0.00272483 0.00125201 0.00220094 -0.0133116 -0.065726 -0.00334796 -0.0606403 0.00516186 0.00340804 0.0052147 0.00330199 -0.00810698 0.00962056 -0.000185117 0.0149178 0.0228801 0.00884368 0.0191737 0.00113221 -0.021139 0.0264202 -0.0645277 -0.0314087 -0.000639077
internal_weight=129.687 89.1602 3.3039 40.5264 3.09002 37.4364 35.854 34.7861 34.1267 5.46982 0.873695 4.59612 0.453173 28.6569 27.0177 25.7393 24.2605 8.64708 15.6134 9.8589 8.03103 6.85257 5.7923 5.04585 2.96104 2.22818 5.75448 1.01075 0.683918 7.63633
internal_count=2900 1789 55 1111 44 1067 1034 1023 1012 328 65 263 62 684 640 609 583 251 332 279 239 225 215 197 159 136 53 95 68 156
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 0 1 2 1 1 0 0 2 2 2 0 0 0 0 1 1 0 0 1 0 0 1 1
split_gain=0.0373592 0.2513 0.17036 0.13085 0.208537 0.124086 0.302583 0.232194 0.323898 0.197515 0.288359 0.468256 0.144425 0.115381 0.562539 0.325788 0.326071 0.146477 0.127205 0.250528 0.111355 0.105316 0.104741 0.104124 0.100498 0.556476 0.89882 0.546891 0.425105 0.947348
threshold=42.852084787850011 42.898324343550009 42.988308018450006 42.718072821900002 0.34587287805000005 0.55754318735000019 0.41640968835000008 0.58859016195000013 0.44805544745000009 43.812290675100009 0.41865513010000005 0.43590012275000006 0.5339660489000001 0.56639022785000004 42.508878681700004 40.922041107600009 40.742467179200005 0.57600071855000012 0.58388970390000006 0.58859016195000013 0.57995269605000022 0.45051046375000009 0.49091344570000006 0.62406814170000013 0.47778509625000004 0.34500464060000008 0.47648274005000008 0.47760546090000006 0.34512439750000007 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 -3 13 -5 6 -4 8 -7 -8 -11 12 -12 24 15 16 17 21 -17 -20 -10 -15 -19 -24 25 26 -1 28 -27 -30
right_child=1 2 5 4 -6 7 9 -9 20 10 11 -13 -14 14 -16 18 -18 22 19 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.0075713433695390221 0.047768602458423209 -0.047676370339138657 0.0022537612892403877 -0.067047508692320804 0.0067257426333136132 -0.10805209138511727 0.09300779294453021 0.0029411462358740381 0.01842853079437029 0.097339232806832168 -0.0030792221919270072 0.076639097045312091 -0.11250318852752353 -0.013853690929114947 0.094757811720267315 -0.058818563020397834 0.09402769078808787 -0.10321693809924502 0.039172182234040502 -0.10231519916275536 -0.042458199103203614 0.036701907410543674 0.078495610629973248 -0.10403147348339242 -0.0027135234080865804 0.066465656093760178 -0.069785200451722526 0.088455610564826079 -0.076923322910543657 0.031390822871008271
leaf_weight=6.4614559393718292 1.2074612953783823 0.69540004814871537 22.414050555519459 0.76130801319913988 0.77142024564454914 0.51484051821898802 0.57668496906990085 3.6331872964929062 0.57684067590162136 0.36248967633582629 0.19507803243095623 0.37287371863681074 0.31601594609674066 0.69440588978613949 0.74104440214159684 0.94707405670260392 0.50619221002852999 0.19600438880644322 0.44579535548109561 0.17399127254361701 0.62672638692311011 1.0133969610409392 0.085010715492330746 0.049423106672961126 76.721891654494982 1.1850819205301366 1.9569390416145322 1.2403855957090852 1.1702920850082139 2.6047594754930543
leaf_count=213 22 33 494 24 20 59 12 209 16 7 40 26 13 26 19 29 18 132 6 75 26 32 46 124 1034 10 24 7 25 79
internal_value=3.59842e-05 0.00303132 0.0012476 -0.000929246 -0.0299175 0.00239741 0.00544039 -0.0113841 -0.0416717 0.0446174 0.0222291 -0.00857134 -0.0707375 -0.000467351 0.014559 0.000103454 0.0221936 0.00435373 -0.0357688 -0.000547244 -0.0132767 0.0161456 -0.0565902 0.0113915 -0.0012656 0.00633328 -0.0104109 0.0290668 0.0142154 -0.00218731
internal_weight=129.218 31.4916 30.2842 97.7259 1.53273 29.5888 24.2372 5.35159 1.71841 1.82314 1.24646 0.883968 0.511094 96.1931 4.85234 4.11129 2.54443 2.03824 1.56686 0.619787 1.20357 1.7078 0.330438 0.134434 91.3408 14.6189 8.41839 6.20052 4.96013 3.77505
internal_count=2900 957 935 1943 44 902 592 310 101 98 86 79 53 1899 507 488 378 360 110 81 42 58 302 170 1392 358 237 121 114 104
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 2 1 0 1 1 1 0 1 0 1 1 0 1 0 0 1 2 1 1 0 2 0 0
split_gain=0.0328388 0.232579 0.196205 0.185672 0.250889 0.273689 0.572659 0.199291 0.876453 0.842039 0.63368 0.354917 0.630848 0.384009 0.267708 0.284742 0.205933 0.776097 0.441569 0.417163 0.264149 0.157785 0.17883 0.288011 0.153208 0.145649 0.142961 0.264415 0.274047 0.386365
threshold=0.48181192180000004 0.48218616210000004 0.48101853240000009 0.35319301815000009 0.48041974790000003 0.34587287805000005 42.131954243650007 42.686561923500008 0.34554354660000003 0.47976108500000009 0.34554354660000003 0.34494476210000008 0.34479506600000004 0.47694679800000012 0.3453339720000001 0.47943175355000006 0.34458549145000011 0.34500464060000008 0.47760546090000006 0.34518427590000006 0.47739588635000008 0.47778509625000004 0.35814795965000007 48.008184682100008 0.34392682850000006 0.36254902550000007 0.4755546241000001 40.742467179200005 0.43780126340000008 0.41932876265000008
decision_type=2 2 2 2 2 2 2 2 2 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 9 11 10 14 12 24 -13 15 16 20 18 -18 -19 26 22 -5 25 -9 -24 27 -1 29 -29
right_child=1 -3 -4 21 -6 6 -8 8 -10 -11 -12 13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.011350035267113237 0.035091405584078243 0.00037953655386703734 -0.022183595435437558 0.050301600169883082 0.02677154713148492 0.01781331612641383 -0.090855055123596026 0.00026153224749397478 0.071625671649858044 -0.077655250120372332 -0.063803786628111689 0.0077428825883193129 0.074835072380221621 -0.099088441358715501 0.037125889952483428 0.041815117575070053 -0.018659973309442846 0.037733203614181011 -0.088651753252288079 -0.02926076836185525 0.047480438151464854 0.054558196396446268 -0.018456323099929939 0.047900916470108926 -0.038486651970137412 -0.11749679434069094 -0.03866251310993319 0.079697070214996835 0.07422221291863372 -0.085272279525172412
leaf_weight=3.202369463339819 1.9762969438743301 82.848479388751258 4.4110942854313171 0.5529075572811728 2.8414697498083106 0.90324837647631184 1.0471359981597741 5.3557741484833041 1.8563298256631231 1.5874372352845956 1.5264488444081497 0.6128212783960405 1.094589226064272 0.74612730229273438 2.0707518264824207 1.4107865665573616 2.0170372558858678 2.5904923106332376 1.6296158488839863 1.4495738025070748 1.3227506815455852 1.1024844790808854 0.32295446058333255 0.37392972409725189 1.2605924857780335 0.27485478222297388 0.90243024192750443 0.25005983954997624 0.90170808759285137 0.32843058893922716
leaf_count=119 12 2045 38 19 19 17 29 153 21 23 25 25 14 21 32 9 31 29 17 25 13 15 39 3 12 15 7 42 21 10
internal_value=3.88405e-05 0.00118827 -0.00217979 5.21155e-05 -0.00177625 -0.00415741 -0.0405293 -0.00194857 0.00902156 -0.00760515 -0.00193238 -0.00379157 0.00451285 -0.0509126 0.00329242 -0.00108494 -0.00523191 -0.0164926 -0.0499379 0.0136958 0.00729866 0.0257384 0.00489858 -0.0209352 -0.00712102 -0.0639922 -0.00221799 0.00480565 0.039758 -0.0139622
internal_weight=128.771 84.8248 43.9462 39.5351 36.908 34.0665 1.95038 32.1161 10.9262 21.1899 19.6025 9.0699 7.71096 1.35895 18.076 16.0053 14.5945 7.68672 3.64665 4.04007 6.90775 2.62713 1.52465 0.971739 6.61637 0.597809 5.585 4.68257 1.4802 0.57849
internal_count=2900 2057 843 805 714 695 46 649 246 403 380 225 179 46 355 323 314 102 48 54 212 91 76 57 165 54 199 192 73 52
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 1 1 1 1 2 2 0 0 0 0 1 2 1 0 1 0 2 0 0 2 2 1 1 1
split_gain=0.0284574 0.31436 1.56793 0.30691 0.23578 0.423588 0.639993 0.357729 0.309434 0.226483 0.699127 1.68628 0.407136 0.456419 0.404372 0.394369 0.391777 0.453486 0.386646 0.256821 0.159784 0.510369 0.808419 0.291164 0.416208 0.263803 0.135018 0.134259 0.264217 0.16536
threshold=0.48543456785000005 0.48851830785000006 41.468518788800004 0.48368312325000012 0.49588335680000006 0.49678153350000009 0.34988473400000003 0.35675578575000005 0.34692075085000007 0.37982395740000008 39.852039223600009 41.468518788800004 0.51484985480000012 0.51243974730000008 0.51929582950000019 0.50482021495000018 0.38906020780000011 40.982542372850013 0.36927038110000004 0.52215502530000013 0.39078171310000004 0.52646627350000019 42.34047585750001 0.52803808270000008 0.52975958800000011 38.441102963850007 43.147345722250009 0.39584144190000009 0.3982365797500001 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=3 2 -2 -1 8 -6 -7 -8 -3 10 18 -12 13 -11 -14 -13 17 -16 -9 -18 -21 22 -22 -23 25 -25 -17 -26 -29 -30
right_child=1 4 -4 -5 5 6 7 9 -10 12 11 15 14 -15 16 26 19 -19 -20 20 21 23 -24 24 27 -27 -28 28 29 -31
leaf_value=-6.2735569442223249e-05 0.074098443078157092 0.011164541504783911 -0.031713579059716814 -0.036409075204263834 0.053532483064553264 -0.095080732994099471 0.045862124371248127 -0.0098663173798794104 -0.043144817323716195 -0.0055042876209040817 -0.13578106064760273 0.046970862486912734 -0.05033380886661383 0.091499935093019846 0.063832283474792778 -0.0028896566354363715 -0.041911595563672348 -0.0054527021024729089 0.04391869478710024 0.019017596965812962 -0.13399858133728823 0.043352534670360036 0.041559627978169804 0.0019254375159302754 0.030675827020049125 -0.091132937100731962 -0.058414330899078527 -0.067105150604764019 0.029649704401528205 -0.00084683634979981358
leaf_weight=49.984954200408623 2.9601570740342131 1.6797106927260745 2.6577632322077989 2.436462557199774 1.4981579594314087 0.70397425105329503 1.7136908912798379 4.1009393264539522 2.7944409617757628 0.89572571167991455 1.3837431985884903 1.0660939253866675 1.5179454597209758 1.057923014857806 2.110006782226264 0.89157032401999436 1.4528752932947089 1.7104985507467061 1.9827976267843039 4.3447965665254733 0.69587051801317901 1.5401251124440012 0.4209792081624073 0.48509932495653518 1.4640682157878462 0.8188194924812251 0.86075329450250138 0.58109687292016943 1.8877319271705335 30.585410169276287
leaf_count=891 19 16 30 24 11 7 27 44 39 44 25 20 25 11 21 21 20 26 30 34 44 42 35 11 37 42 42 42 28 1192
internal_value=3.96703e-05 0.00127776 0.0240402 -0.00175205 -0.000542696 0.000968377 -0.000256863 0.00079324 -0.0227557 -0.000455395 -0.0140043 -0.0453737 0.00224706 0.0470246 0.000483898 -0.000986833 0.0020877 0.0328123 0.00766317 -0.000563431 0.000839374 -0.00121318 -0.0678246 0.000777994 -0.00105244 -0.0565123 -0.0301638 0.00104254 -0.000270003 0.000925992
internal_weight=128.284 75.8628 5.61792 52.4214 70.2448 65.7707 64.2725 63.5686 4.47415 61.8549 10.2859 4.20216 51.569 1.95365 49.6153 2.81842 48.0974 3.82051 6.08374 44.2769 42.824 38.4792 1.11685 37.3624 35.8222 1.30392 1.75232 34.5183 33.0542 32.4731
internal_count=2900 1985 49 915 1936 1881 1870 1863 55 1836 182 108 1654 55 1599 83 1574 47 74 1527 1507 1473 79 1394 1352 53 63 1299 1262 1220
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 0 2 0 0 1 1 2 0 1 2 2 2 1 2 1 1 0 0 1 1 1 0 2 0
split_gain=0.0431595 0.188379 0.323772 0.127725 0.322653 0.195634 0.686519 0.170668 0.375764 0.593008 0.362356 0.270647 0.897813 0.223709 0.241768 0.223425 0.528426 0.163071 0.233397 0.145291 1.05718 0.375186 0.422727 0.189907 0.178751 0.409739 0.569202 0.522225 0.30819 0.299889
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 42.027086531450003 0.34500464060000008 0.4942366995000001 0.53839705400000015 41.322103772800006 0.47943175355000006 0.49128768600000011 0.34575312120000007 0.39513787010000007 41.558544840500012 0.47715637260000004 0.34503457980000002 41.621607100200002 41.840895355800008 41.134354310300004 0.34560342505000002 40.79983011445001 0.34527409360000011 0.35877668335000007 0.55671985870000007 0.56323163980000013 0.41808628485000005 0.42829556000000008 0.42892428370000008 0.55671985870000007 40.380906245900007 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 -6 -7 17 13 10 -10 -11 -13 14 -9 -14 -17 19 -19 24 -21 -22 -23 -24 28 -26 -27 -28 -1 -29
right_child=-2 2 -4 4 5 6 -8 8 9 11 -12 12 15 -15 -16 16 -18 18 -20 20 21 22 23 -25 25 26 27 29 -30 -31
leaf_value=0.00078955008038068689 0.0027929843596914677 -0.064898340807171814 -0.0039096582497710535 -0.034036162428033097 0.046012245989860777 -0.079306774629505972 0.052385013180294183 0.026774265674587284 -0.017103514641151906 0.03220929453177214 -0.069157903090053194 -0.10859473080828391 0.063891860786347898 0.028887485643833102 -0.047326422019170533 -0.074559431301772366 0.045129216059951849 -0.0036396809181745513 0.034327790767274761 -0.096827814308499266 0.037700367764415613 -0.050481255624076266 0.061257364713069598 -0.010824655351685359 -0.035891307310792563 0.10504116712654075 -0.057791909032547974 0.066830739331079178 0.02628371007711687 0.00051586872855087192
leaf_weight=34.595577982841817 39.510557283853359 1.2341689430886607 2.9535505935482433 1.0610068791065703 2.420744554430712 0.6449847079347818 1.0248417748853169 0.76957819061590171 2.5403446666896325 1.9730363663402384 2.8237302252091467 0.76921272425670428 0.69279288917096016 3.0341212592320517 1.0290860153327228 0.63141919232839405 0.88713897107299999 3.1072256362531325 3.3806685767740419 1.2622582546464389 2.1113806264474988 1.7098872606875377 0.68251722306013085 0.78689351161801824 3.9388327474061935 0.52186820283532132 1.3852845105921003 0.82367963279830281 5.4948754000797626 3.9625235941377923
leaf_count=603 1111 33 44 24 25 18 32 36 24 36 21 26 12 25 18 29 26 29 37 16 17 21 4 36 65 4 44 17 63 404
internal_value=4.60836e-05 -0.00118369 -0.0218837 -0.00015252 0.0151033 0.0278491 0.00151794 -0.00114844 -0.010689 -0.0214673 -0.0445057 0.00348012 -0.0155377 0.0123221 -0.0156216 0.016832 -0.00463754 0.00111843 0.0161442 -0.000583605 -0.0145962 0.00502278 -0.0166785 0.0226563 0.0012267 -0.0103007 0.00475855 -0.00372146 0.00428383 0.0119283
internal_weight=127.764 88.2532 4.18772 84.0655 5.15158 4.09057 1.66983 78.9139 15.1505 10.3177 5.36407 4.9536 2.98056 4.83279 1.79866 2.21135 1.51856 63.7635 6.48789 57.2756 6.55294 5.29068 3.1793 1.46941 50.7226 10.6322 6.69336 6.17149 40.0905 4.7862
internal_count=2900 1789 77 1712 99 75 50 1613 253 174 45 129 93 79 54 67 55 1360 66 1294 94 78 61 40 1200 534 469 465 666 421
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 2 2 2 1 0 1 1 1 2 0 1 1 2 0 0 0 2 2 2 2 1 1 0
split_gain=0.0357926 0.0981261 0.140969 0.147413 0.138278 0.165281 0.0906436 0.0735497 0.0426907 0.153807 0.282377 0.140697 0.534723 1.49769 1.12359 0.32317 0.747599 0.225906 0.436262 0.285262 0.216991 0.135423 0.489 0.385515 0.461281 0.369406 0.337732 0.298123 0.33427 0.185133
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 0.68186581240000022 46.051945193250006 45.027406014450008 42.487106141350004 42.297164883650005 0.39513787010000007 0.47997065955000012 0.34566330350000002 0.34581299960000006 0.3459626957000001 43.968221017800005 0.47905751325000007 0.3447651268000001 0.34581299960000006 42.801286935650005 0.47760546090000006 0.49588335680000006 0.49678153350000009 42.599563320500003 42.929886289700008 43.082598263550004 43.147345722250009 0.36106703390000006 0.37138109635000011 0.52290350590000012
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 7 -2 9 -1 -11 15 -13 -14 -15 16 17 19 -19 -10 -17 25 -23 -24 -25 -16 -26 -28 -29 -30
right_child=1 -3 -4 4 -6 -7 -8 -9 11 10 -12 12 13 14 21 20 -18 18 -20 -21 -22 22 23 24 26 -27 27 28 29 -31
leaf_value=-8.5801949643304695e-05 -0.10129724050012884 -0.10276065897214887 0.090608096893306178 0.069306957678690204 -0.11053866471310914 -0.10368519008093527 -0.11283064451383729 0.10151411040187314 0.066632777007645555 -0.040321745198170278 0.013120272015721924 0.043514981824703147 -0.14101617502038583 0.11171957124307917 -0.042537650079091611 -0.0010693341605562511 -0.14043325836834428 -0.079003398416571391 0.012712105047713199 -0.017275795138981601 0.043520494742847526 0.091067859379984989 0.047354178521935464 -0.04707862841494341 0.059118076661251767 0.024031683223362174 -0.049041945569066464 0.085658701508476751 -0.047878610893686162 0.0040876736645194976
leaf_weight=83.633003302649058 0.030900742081910404 0.12237159787036944 0.12610352039337158 0.30065743166247216 0.076103474196315801 0.067657619835017613 0.21307204873301089 0.042439378798007965 0.64861351426952696 2.5685460868880901 1.6074429878499357 3.5049228960851933 0.71378401014954107 0.96427428722381847 2.1412816359661551 7.0430750222076295 0.519036155194044 1.074141492434592 1.0028481434023886 1.0794667046329776 1.2914890103384093 0.6348854079842593 1.6598553154617572 2.0845984880779715 1.0108780705195375 1.3649811138357106 1.1689795367419709 0.48053935822099347 0.73936961940944357 9.4186629701441671
leaf_count=1505 80 34 4 109 68 52 12 1 16 49 24 29 8 4 21 126 12 66 36 64 9 3 21 54 23 28 14 19 66 343
internal_value=4.9225e-05 -0.0189949 -0.00703302 -0.0238808 0.0121736 0.0375292 -0.0798256 0.0160626 0.000196826 -0.00102101 -0.0197506 0.00297112 0.00719593 0.00150855 0.00620352 -0.00566863 -0.0278513 -0.0124944 -0.0347197 0.0142182 0.00584012 0.00128919 0.00494097 0.00163957 -0.00345199 -0.0166223 0.0036428 -0.0011066 0.0041606 0.00030522
internal_weight=127.334 0.979306 0.856934 0.730831 0.444419 0.368315 0.286412 0.0733401 126.355 87.809 4.17599 38.5457 25.887 22.3821 21.6683 12.6587 4.32411 3.80507 2.07699 1.72808 8.33456 20.704 17.1978 16.5629 14.903 3.50626 12.8184 11.8076 10.6386 10.158
internal_count=2900 360 326 322 229 161 93 81 2540 1578 73 962 633 604 596 329 194 182 102 80 135 592 543 540 519 49 465 442 428 409
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 1 2 2 1 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 2 2 0
split_gain=0.0324541 0.215832 0.467145 2.14187 0.855557 0.676103 0.14732 0.452611 0.376729 0.898533 0.364291 0.610869 0.912702 0.350123 0.226006 0.22847 0.245032 0.359926 0.22576 0.847597 0.46618 0.205588 0.31871 0.818225 0.883847 0.333782 0.411953 0.678805 0.589727 0.556783
threshold=41.840895355800008 41.322103772800006 0.34587287805000005 0.49320379630000005 0.39513787010000007 0.46419268885000003 0.34542378970000004 0.34560342505000002 0.34518427590000006 43.740100730350001 42.178283198950005 0.3459626957000001 0.34988473400000003 0.34581299960000006 0.48015029490000011 0.47760546090000006 0.47577916830000005 0.3447052483500001 0.48119816770000007 0.48414718120000005 0.35759408400000009 0.48851830785000006 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.50300889195000009 0.52511900840000014 43.45354240915001 43.812290675100009 0.5089817670000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 8 -8 14 -10 11 -9 -13 -12 15 16 17 -2 20 -20 -15 -21 -23 -24 -25 -26 27 -27 -29 -30
right_child=6 2 3 4 5 -7 7 10 9 -11 13 12 -14 18 -16 -17 -18 -19 19 21 -22 22 23 24 25 26 -28 28 29 -31
leaf_value=0.0010279173889118163 -0.0002211492903321362 0.0025392746768236767 -0.14861241297693104 0.063381002493794747 -0.077646718999552819 0.046337467075392408 0.049923594141267028 0.082502345222873988 -0.12979952404923203 0.024604711726002954 -0.045598392590017064 -0.057870399842230441 0.041329157541299663 -0.054165207401575079 -0.032607346071941691 0.054174369013707813 -0.034648616958450368 0.066177463318963417 0.077291606573335489 -0.04893559813940257 0.02364031286236018 0.050779632083863539 -0.099350047818630341 0.096557364951370753 -0.047759833799263157 0.062643520487955962 -0.0060380342740171808 -0.14278993045535474 0.072148631102835259 -0.079409903956586952
leaf_weight=63.51527451283286 6.7264372728027375 7.0665080381440912 1.2780278036370871 1.3949404186569156 1.3870528800180184 0.64404909772292729 2.1335958731087876 1.4268556027673174 0.7685441062353664 0.73957586596952751 1.7200538036886452 1.4302399661391971 2.6385606412113702 1.9853940436801196 1.912696381274144 0.86004862963091078 1.6500331603983793 0.92915705940686155 1.4867169633507753 0.84630847016524313 1.2580244284217768 1.2297491431236292 0.82306614039316883 0.94963896274566906 1.4871524413683825 2.4200490451658001 14.778758527878834 0.32725532678887237 0.60734705875074702 0.40339247789506771
leaf_count=1360 200 71 15 23 39 28 32 8 42 6 32 11 70 40 21 18 31 12 11 18 34 7 16 4 30 35 598 8 14 66
internal_value=4.65278e-05 -0.00127703 -0.0137148 -0.0381318 0.00308117 -0.0383321 0.00197993 0.00517883 -0.00695578 -0.0540803 0.00251353 0.0262025 0.00645913 -0.0017798 -0.00107175 0.00486175 0.000304154 0.00783763 0.000855259 0.0040325 -0.0239868 -0.000529839 0.00124926 -0.0015452 0.00229295 -0.00217756 0.00147937 0.0310421 -0.0261158 0.0116607
internal_weight=126.825 75.2859 11.7706 4.70407 3.42604 2.0311 51.5387 37.9522 13.5865 1.50812 35.8186 5.49566 4.0688 30.3229 12.0784 10.1657 9.30563 7.65559 28.6029 25.3594 3.24342 23.8727 23.0264 21.7967 20.9736 20.024 18.5368 3.75804 1.33799 1.01074
internal_count=2900 1536 176 105 90 67 1364 1034 330 48 1002 89 81 913 282 261 243 212 881 807 74 796 778 771 755 751 721 123 88 80
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 0 0 0 0 1 0 1 1 0 0 0 1 1 1 1 0 1 1 1 0 1 2 0 2
split_gain=0.0421703 0.248989 0.108975 0.131863 0.103461 0.291052 0.255483 0.241987 0.349126 1.16071 0.446529 0.32705 0.632539 0.38966 0.401457 0.196667 0.193866 0.177144 0.21151 0.277691 0.368392 0.183117 0.191917 0.410461 0.122122 0.117935 0.43355 0.142188 0.150457 0.204564
threshold=43.19689381845 43.245737185650007 43.082598263550004 0.50356276755000018 0.34479506600000004 0.34506451900000007 0.43518158140000007 0.47760546090000006 0.48041974790000003 0.48414718120000005 0.35585760905000008 0.49967066855000003 0.36106703390000006 0.38398550940000004 0.52290350590000012 0.4755546241000001 0.5089817670000002 0.38780276035000005 0.39167988980000007 0.3982365797500001 0.39904493880000008 0.53225951315000009 0.43590012275000006 0.43706775245000007 0.39685937550000011 0.56915960600000015 0.44922307715000004 44.710446918150005 0.61802041855000012 47.480720532750006
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -3 15 -9 -10 -11 -12 -13 16 -15 -7 -14 -16 -19 24 -21 -22 -23 -24 -20 -25 -27 -28 29 -29
right_child=1 4 3 -5 5 7 -8 8 9 10 11 12 13 14 17 -17 -18 18 19 20 21 22 23 25 -26 26 27 28 -30 -31
leaf_value=-0.00046280467947206502 0.072578328052063878 -0.00022340125750414837 -0.05351847058820898 0.0052358361806881942 0.053853843598036834 0.00085371502877688334 -0.056923845409874878 0.040307872410374805 -0.13038169027444302 0.050165356127574758 -0.1133994136455965 -0.13797471394163729 0.10212649204861923 -0.12056186124704033 -0.063475292635324282 -0.070036105670815016 0.016030071875832077 0.066474612832025021 -0.10700995867301494 0.094366920158019008 0.049740199753337155 -0.034403172597706207 0.10297808337444858 0.039517931359120295 -0.013487570318877299 -0.11393477967322863 -0.055508301582419754 -0.023030996834372826 -0.018520214296640421 0.043447496432048018
leaf_weight=98.879217205171528 0.51377293592668394 4.9301355234824795 0.85365824416362446 0.6913322494347085 1.1826967210508907 0.77535982849076635 0.94738091051203799 2.5419107042253044 0.65082435868680377 1.9834385607391585 0.25416045313886471 0.31678158382419397 0.57717702805530169 0.27227634306245718 0.38937444114708242 0.79017847722934675 0.47824217229208443 0.53385992371477087 0.31857904329080966 0.44924859702586939 0.70452268185795208 1.5785270999781458 0.39803671883419145 0.58591737003007427 0.24856313806958497 0.35647633671760548 0.39827816533397742 0.65963027719408351 1.3736278720498374 1.5518469838716553
leaf_count=2031 11 112 34 21 10 20 27 18 8 15 24 5 8 33 10 30 42 8 32 3 55 56 4 20 18 28 32 11 115 59
internal_value=5.1316e-05 0.00366075 -0.000874575 -0.0272279 0.00225829 0.0057846 -0.00936279 0.00265864 0.00619875 4.06514e-05 0.00636166 -0.00122952 0.001318 0.00537581 -0.00083043 -0.0349267 0.0631136 0.00258444 0.0053934 0.0016119 0.00637324 0.00117648 -0.00378043 0.00529931 -0.0660216 -0.00259381 -0.00827924 0.00117596 0.00747315 0.0236186
internal_weight=126.185 25.7608 100.424 1.54499 25.2471 19.3695 5.87752 18.1868 16.6213 14.0794 13.4286 11.4451 11.191 10.8742 9.81876 1.56554 1.05542 9.54649 9.15711 8.62325 8.05611 7.60686 6.90234 5.32381 0.567142 4.92578 4.33986 3.98338 3.58511 2.21148
internal_count=2900 814 2086 55 803 664 139 654 604 586 578 563 539 534 484 50 50 451 441 433 383 380 325 269 50 265 245 217 185 70
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 0 2 2 2 1 1 1 1 1 0 0 0 0 1 0 0 2 0 0 2 1 1 1 0
split_gain=0.0347392 0.164084 0.300679 0.465605 0.0886811 0.107797 0.0896523 0.459987 0.280672 0.301325 0.138167 0.135331 0.324761 0.172166 0.126752 0.112361 0.365387 0.228106 0.095811 0.0838914 0.126046 0.0725722 0.0640245 0.612643 0.517503 0.142796 1.16968 1.19127 0.111418 0.718197
threshold=43.19689381845 43.542456167850005 0.48119816770000007 0.35814795965000007 43.082598263550004 0.50356276755000018 0.56639022785000004 42.508878681700004 40.922041107600009 40.823855932350007 0.43033142720000012 0.45051046375000009 0.43808568605000003 0.45393850480000009 0.46419268885000003 0.5726475255500002 0.58388970390000006 0.58859016195000013 0.56323163980000013 0.46613873835000008 0.62143349005000015 0.63514565435000014 42.852084787850011 0.48368312325000012 0.48077901860000011 42.599563320500003 0.34744468730000005 0.34581299960000006 0.38573695400000008 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 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 18 8 9 10 -8 12 -12 -13 -15 -10 -17 -18 22 -16 -21 -22 25 24 -24 28 27 -27 29 -1
right_child=1 -3 3 -5 5 -7 7 -9 15 -11 11 13 -14 14 19 16 17 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00038871038435885882 -0.017300642115731416 7.2395009315342281e-05 0.093895243831040198 0.0047899053518891226 -0.04848996893769672 0.0047142301735538326 0.10219522258251341 0.086962490967605333 0.0064438272777923916 0.10135465680965486 0.029938800911155777 0.048417628452528186 -0.12132582296734853 -0.10234702698981167 0.066962290637278363 -0.12055002399732283 0.035679346980194392 -0.10219468757686229 -0.023632102381999989 -0.10294044194568078 0.049962110380035257 -0.104312372815051 0.00070840849165928154 -0.035941121274166044 0.10693148769598503 -0.048797238777672731 -0.088073078686702153 0.089582821377298755 0.0046579374337144524 -0.042105471722481427
leaf_weight=50.92295439499739 1.2173833134725129 21.616802988965446 1.0428240559995177 1.3399046937302044 0.84826738557330716 0.69105765819222142 0.13822380946407964 0.71424336572727032 0.47913022339344014 0.39021978340679186 0.2972273397790558 0.74099075517005963 0.27166126237597155 0.15159062270845425 0.14225655323389219 0.44744882186705559 0.44463853328488767 0.16435199095417374 1.848586609232824 0.12774629495481804 0.17398287962168979 0.036971219521547027 0.96306324877696103 1.4319639232635379 0.87566536152735353 1.2022723657232739 1.5391730599076252 1.2891749643022192 29.783211262467944 4.3142190969956564
leaf_count=719 40 726 9 39 34 21 4 36 11 9 20 12 30 41 6 18 6 75 39 110 28 118 36 33 5 40 35 10 517 73
internal_value=4.59836e-05 0.00336432 0.0231306 0.0437877 -0.000787212 -0.0246047 -0.000416472 0.0130315 -0.000148458 0.0207171 0.00559375 -0.00128044 -0.0422946 0.0157067 -0.0226122 -0.033723 -0.05194 -0.00152956 -0.00109061 0.00251906 -0.0245475 0.0229244 -0.000639253 0.0131018 0.0512955 -0.00114394 -0.0195353 0.0228062 -0.000272048 -0.00293024
internal_weight=125.647 25.2169 3.60011 2.38273 100.43 1.53933 98.891 4.72068 4.00644 2.47087 2.08065 1.94243 0.568889 1.37354 0.632548 1.53557 1.05644 0.608991 94.1703 0.480957 0.3387 0.210954 92.3217 3.27069 1.83873 89.051 4.03062 2.49145 85.0204 55.2372
internal_count=2900 814 88 48 2086 55 2031 524 488 378 369 365 50 315 303 110 99 81 1507 262 256 146 1468 74 41 1394 85 50 1309 792
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 0 2 2 2 2 1 2 0 0 0 2 0 1 0 1 1 0 2 2 0 1 0 1 1
split_gain=0.0283765 0.137303 0.253558 0.425108 0.0721241 0.0879919 0.0755778 0.40043 0.320111 0.243295 0.420234 0.166656 0.179972 0.734592 0.290482 0.227464 0.294137 0.118871 0.091883 0.0903519 0.0874611 0.274103 0.0924352 0.584807 0.510658 0.356653 0.562234 0.339683 0.26123 0.282377
threshold=43.19689381845 43.542456167850005 0.48119816770000007 0.35814795965000007 43.082598263550004 0.50356276755000018 0.56639022785000004 42.487106141350004 42.428475018400007 42.406961525800007 41.811877919650009 0.43887907550000005 39.468990633150007 0.57507260265000015 0.57161462230000015 0.57944372925000021 41.792045663550006 0.62406814170000013 0.49091344570000006 0.62406814170000013 0.46208197360000008 0.45051046375000009 0.54910032635000017 42.297164883650005 41.840895355800008 0.55671985870000007 0.42440346100000009 0.55980359870000018 0.42829556000000008 0.42194844465000009
decision_type=2 2 2 2 2 2 2 2 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 20 8 9 10 11 -8 14 -14 -13 -15 17 -17 -16 -20 21 22 28 24 25 26 -24 -27 29 -1
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 13 15 18 16 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=3.6838027285175728e-05 -0.015539295230551932 6.5156530899720844e-05 0.091260567952728036 0.004313870571758297 -0.043886406401803003 0.0042443579512771298 0.050974311885329374 0.079984343528323426 -0.13387433479338542 0.10491376602019153 -0.10795705183753164 0.069870334699406192 -0.11795338672605563 0.088419230693048481 -0.10235986700393013 -0.10745893509368312 0.10534689574790496 0.02903419577665103 0.080663627505020319 -0.10328319813445408 0.024527755933634276 -0.046907051167159146 0.027934775656709626 -0.091705004391405498 0.071100831901972306 0.046293772566828706 -0.12019095970983894 -0.032242042959572344 0.035527504005453528 -0.041430310308285007
leaf_weight=82.731893877377729 1.2197058961924114 21.616547973294928 0.96946064010262523 1.3390348711236582 0.84377514517564012 0.69081838797592354 0.75968315920135943 0.73169229462109786 0.17263756834290678 0.23051410913467396 0.33275406311850009 0.61829493553796089 0.53133209788938962 0.38806673914950807 0.16071262236789607 0.22726556931866071 0.13916261494159698 0.088710927052829902 0.074183158016310813 0.041719783439503999 1.3254606952250458 1.3017385119237577 0.41540758551053547 0.80971632438013319 0.83473217859864224 1.090268718537118 0.66879205898112559 1.1128828579121544 2.0285917912697178 1.6754390866553865
leaf_count=1271 40 726 9 39 34 21 29 39 6 2 41 16 21 8 119 60 1 44 32 106 15 35 24 20 7 23 35 28 29 20
internal_value=4.75009e-05 0.00305054 0.0213414 0.0408274 -0.000707407 -0.0222197 -0.000372226 0.0122927 -0.000862448 0.00552962 -0.00128485 0.0104332 -0.00313763 -0.02586 0.0317628 0.0321711 -0.015788 -0.0691383 -0.0534156 0.0144511 -0.000978116 -0.00134293 -0.000693765 -0.0140095 0.00125246 -0.0164836 -0.0634371 0.0066228 6.59971e-05 -0.000786262
internal_weight=125.171 25.1447 3.5282 2.3085 100.026 1.53459 98.4917 4.49673 3.76504 3.5924 3.36189 3.02913 2.26945 1.37454 0.89491 0.843206 0.455139 0.315976 0.276616 0.115903 93.9949 92.6695 91.3677 4.9318 4.12208 3.28735 1.0842 2.20315 86.4359 84.4073
internal_count=2900 814 88 48 2086 55 2031 524 485 479 477 436 407 134 273 113 105 104 257 138 1507 1492 1457 137 117 110 59 51 1320 1291
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 2 0 1 1 2 2 2 2 0 0 1 2 1 1 1 2 1 2 1 0 0 1 2 0 0
split_gain=0.0257391 0.0768172 0.0621545 0.0496812 0.0438562 0.0973889 0.115958 0.043092 0.035597 0.0352364 0.0279022 0.183097 0.146491 0.10248 0.314346 0.259887 0.173743 0.254191 0.35426 0.168844 0.09295 0.135377 0.0869878 0.311942 0.747828 1.15998 0.423958 0.442613 0.447774 0.245412
threshold=33.96174662340001 0.38906020780000011 35.461062230100005 0.39458399450000009 0.49678153350000009 35.131296350900008 0.50041914915000019 0.43166372265000008 0.38780276035000005 33.151194885250007 42.852084787850011 42.898324343550009 43.022303514600004 0.55754318735000019 0.56793209785000009 0.41640968835000008 43.812290675100009 0.41865513010000005 0.43590012275000006 0.4211999641000001 42.718072821900002 0.34587287805000005 44.015822920550008 0.34560342505000002 0.48015029490000011 0.4755546241000001 0.34632196640000007 43.279086095950007 0.49678153350000009 0.48015029490000011
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 6 -6 -5 -8 -1 20 -12 -13 15 -15 22 -17 -18 19 -19 -4 -22 23 24 25 -14 -25 -28 -29 -24
right_child=2 3 10 7 5 -7 8 -9 -10 -11 11 12 13 14 -16 16 17 18 -20 -21 21 -23 29 26 -26 -27 27 28 -30 -31
leaf_value=-0.069399610587099175 -0.0070177752322929405 0.10133824903241025 -0.00056607563628510921 -0.10223898317880936 -0.066889353732767151 0.064711699651989904 0.068656086955031351 0.042623017081703116 -0.0030519389816903459 -0.0023320018637410017 0.042675099633020325 -0.03562659651411406 0.046008973058376923 -0.10939194946844044 -0.0041455220822277745 0.091431018729798447 0.096011169097094562 0.01429789354920305 0.069275173017780342 -0.11007151128907 -0.057968896494414647 0.0053518073703792196 0.0054130683154600158 -0.056263777828914896 0.081591473613962018 -0.13955255206904241 -0.037284673856351279 0.076639504593091837 0.0033849234535473951 -0.027742554393253918
leaf_weight=0.2423608796288822 0.37530804199923185 0.067148249596357346 91.623675374502483 0.033428848414075674 0.16440770775079727 0.4815708245717758 0.16523274779319763 0.053237065952366436 0.11914574239040121 0.11574995559999479 1.0962364147080759 1.0501095184718021 1.0136571450818883 0.30147268227301438 4.8377363006229643 0.51851470879046146 0.32712318911217131 0.17203090339899063 0.34058754865486662 0.29868142859504587 0.69006495667281231 0.66111107837605232 8.1255038864774161 1.2255089751852208 1.6499855229631064 0.50456889635825053 1.4872753103845751 1.2319265756523239 2.5860627978108823 3.0781640158265864
leaf_count=66 23 2 1587 17 4 18 6 118 45 13 22 44 64 30 278 11 7 5 26 48 24 20 130 20 10 25 29 18 39 151
internal_value=4.23524e-05 -0.0223345 0.00013464 0.0367722 0.0218379 0.0334783 -3.68036e-05 -0.0132533 0.0386127 -0.0477218 -9.60806e-05 0.00256422 0.00103473 0.00242463 -0.0103194 0.0053278 0.0434497 0.0215958 -0.00840919 -0.0646183 -0.000950043 -0.026987 0.0023059 0.00923929 0.0349876 -0.0156607 -0.00325175 0.00899395 0.0270215 -0.00369631
internal_weight=124.638 0.511925 124.126 0.153814 1.30567 0.930357 0.448786 0.0866659 0.284378 0.358111 122.82 29.8451 28.7489 27.6988 5.13921 22.5596 1.65694 1.13842 0.8113 0.470712 92.9749 1.35118 20.9027 9.69899 3.16821 1.51823 6.53077 5.30526 3.81799 11.2037
internal_count=2900 216 2684 137 96 73 55 135 51 79 2588 957 935 891 308 583 97 86 79 53 1631 44 486 205 99 89 106 86 57 281
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 2 1 1 2 0 0 0 1 2 2 2 0 2 0 1 2 1 2 2 2 0 0 0
split_gain=0.0256726 0.348552 0.340782 0.986506 0.728342 0.7748 0.106255 0.70299 0.274722 0.42684 0.258526 0.10186 0.496111 0.199607 0.464001 0.808649 0.450955 0.145158 0.130284 0.334859 0.260842 0.254599 0.354778 0.253142 0.14021 0.389034 0.184312 0.138509 0.18408 0.114013
threshold=0.48543456785000005 0.48368312325000012 0.34500464060000008 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.49588335680000006 41.322103772800006 0.35675578575000005 0.36106703390000006 42.654057868200006 0.50041914915000019 0.49850303880000008 0.50579323975000012 0.37668033890000002 39.685256516350002 42.207998345450008 40.337496327150006 0.51589772760000019 40.21994457600001 0.51929582950000019 0.38906020780000011 40.982542372850013 0.38991347565000006 37.064694648750013 37.186372654950006 37.572218886150004 0.52877159370000015 0.52975958800000011 0.52290350590000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 -10 -9 12 -11 17 15 -15 -17 -13 19 -16 -20 22 -22 -23 27 -26 -27 -25 -29 -28
right_child=2 -3 3 4 5 6 8 10 9 11 -12 13 -14 14 18 16 -18 -19 20 -21 21 23 -24 24 25 26 29 28 -30 -31
leaf_value=0.00010906085054100232 -0.05395260689738493 -0.039824069750604679 0.060446249360858711 -0.1033204519205146 0.10852153313452162 0.039926730627042634 0.029488113268580647 -0.074137466949869377 -0.063611422422282779 0.026281261414488451 -0.014690631635196117 0.0094623416776216922 -0.057830038898695174 0.013075639347395713 0.068101222329654224 -0.16753932388843051 -0.026581736274405084 0.048587027350421204 -0.048083362702826295 -0.0086618402218142741 0.05350094652658012 -0.056524500795696576 -0.0070618135125878976 -0.11016488011281159 0.10026465280565154 -0.056083740078583605 0.01736736999128868 0.10393606915826115 -0.041443633939799003 -0.00076305407741191432
leaf_weight=48.939734235347913 1.1015872917487275 2.2879348573442249 2.7847929727286092 0.67898597568273444 0.66080161184072395 1.5207966035232008 3.1628357131266958 1.4374463334679606 1.0610823645256449 1.3264194056755507 1.4897082207917263 3.0178247457370153 1.487822051218245 1.0529535555397154 1.0039077684050419 0.5948705346090718 0.36697929199726786 1.3827964647061888 1.0866666947858892 1.3095723854621608 2.1249658078886564 0.79878240660764177 1.7754176582675425 0.21220715526032918 0.39204139004868821 0.57421936790501504 3.8365832292568021 0.10524328052997589 0.50511324924695344 36.149806936878065
leaf_count=891 11 24 19 7 6 20 38 10 13 17 32 34 24 15 16 25 30 36 25 28 24 8 28 27 8 35 26 1 258 1164
internal_value=4.16456e-05 -0.00167444 0.00124587 0.00209156 -0.000259646 0.000762856 -0.000287768 -0.0152279 0.000761576 -0.000748552 -0.0438834 0.000380009 -0.0181864 0.00130824 -0.000425921 -0.0474742 -0.113759 0.0217564 0.00147471 0.0246486 0.000347476 0.00147989 0.0259334 -0.000760396 0.000305868 0.00112693 0.000168704 -0.0405719 -0.0163759 0.00097651
internal_weight=124.23 51.2277 73.0022 71.9006 69.1159 68.4369 67.7761 4.44795 63.3281 60.1653 2.92715 59.1042 2.81424 56.29 51.8893 2.0148 0.96185 4.40062 49.8745 2.31348 47.561 46.4744 3.90038 42.574 41.7752 40.9527 40.5606 0.822564 0.610357 39.9864
internal_count=2900 915 1985 1974 1955 1948 1942 62 1880 1842 42 1829 41 1788 1718 70 55 70 1648 44 1604 1579 52 1527 1519 1233 1225 286 259 1190
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 2 1 1 1 0 1 0 1 1 2 0 1 1 1 0 0 1 0 1 2 2 1 1
split_gain=0.0258916 0.178122 0.158703 0.09911 0.0948137 0.6169 0.749935 0.481414 0.751393 0.319686 0.303237 0.28217 0.439691 0.241398 0.311521 1.63283 0.750621 0.459211 0.328884 0.30455 1.07215 0.270742 0.489327 0.236862 0.312824 0.257655 1.55603 0.36818 0.349908 0.22728
threshold=42.654057868200006 42.674081447500008 42.564639561200003 42.541806567400009 0.48543456785000005 0.4901499955000001 0.34744468730000005 42.280042771400005 0.34545372890000009 0.35877668335000007 0.36501901140000009 0.50041914915000019 0.36597706655000006 0.48218616210000004 0.34560342505000002 0.34548366815000003 40.79983011445001 0.48101853240000009 0.3453339720000001 0.35319301815000009 0.35585760905000008 0.48119816770000007 0.47997065955000012 0.36927038110000004 0.5025747732000001 0.38573695400000008 40.12915366295001 39.268993001500007 0.38906020780000011 0.39024280710000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 -7 13 -9 -8 -11 -12 -13 14 15 18 19 -18 21 -16 -21 22 -1 -14 -25 26 27 -26 -27 -30
right_child=1 -3 -4 -5 5 6 9 8 -10 10 11 12 23 -15 16 -17 17 -19 -20 20 -22 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=-0.00045288981156176933 0.045542898674976642 0.0011941447375847306 -0.033627557093807291 0.027539621733226244 0.035814675083561266 -0.08522191686423454 0.035911077015708663 0.0055285623415603892 -0.12417245749860691 -0.040279512970168033 -0.045717790112083052 0.055990479178415854 -0.056727612547442123 -0.02339277244522197 -0.098705113749416346 -0.11209200028721839 0.062659153534456877 0.0043965602361323818 0.037946613676298757 0.10604615853907443 -0.11851388161925375 0.044416666234471068 -0.06541136566686899 0.08061652819414529 -0.015487200068663316 0.039551593353772355 -0.097305411882614115 0.051268169007819824 -0.028901583385617019 0.0025707772743256692
leaf_weight=15.453194787811087 0.93204423767929157 31.966993215506363 1.4512278760648758 1.2615376036846999 4.8889238387346259 1.0457060877233733 2.4054003728087983 0.95393625898759526 0.83996001031482592 1.9305334808304895 1.2963501995109243 1.4380547367036332 0.72994134994223614 4.5510368232626197 0.59961040156303969 1.3243616565596301 3.0459650345146656 2.4336462318897247 2.3204135555119185 0.4274661027448019 0.42300991671110921 1.1708092316985119 1.2537363679148246 0.48453629016876121 1.5938253892236383 2.4195285136811426 1.7577863602782597 1.7154636860359458 2.4902196116745499 29.205909836581924
leaf_count=288 11 1023 33 11 37 9 32 36 22 26 18 7 14 42 15 18 32 13 26 8 38 7 15 4 30 26 40 18 21 980
internal_value=4.66511e-05 0.00245056 -0.000823271 -0.000291122 -0.000689192 0.00195745 -0.00145451 -0.00475092 -0.0552016 0.000390877 -0.00150518 0.000230327 0.00165412 -0.00200866 0.0014118 -0.0045256 0.0198524 0.0367831 0.00252736 -0.0441257 -0.00564555 -0.00206982 -0.00532756 -0.000280136 0.000758588 -0.000228941 -0.0212701 0.0191173 0.00289623 9.81382e-05
internal_weight=123.811 32.899 90.9121 89.4609 88.1993 53.4022 48.5133 34.7971 1.7939 47.4675 45.0621 43.1316 41.8353 33.0033 28.4522 21.5225 6.9297 5.47961 20.1982 1.45009 0.850476 17.8777 16.7069 40.3972 39.6673 39.1827 5.06708 3.30929 34.1157 31.6961
internal_count=2900 1034 1866 1833 1822 1262 1225 560 58 1216 1184 1158 1140 502 460 354 106 45 336 61 46 310 303 1133 1119 1115 88 48 1027 1001
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 0 0 2 1 1 0 1 2 1 0 2 1 1 2 0 0 1 2 1 0 0 0 0 2
split_gain=0.0244267 0.213431 0.435071 0.508971 0.838203 0.920017 0.297822 0.216959 0.135325 0.129756 0.430184 0.33885 0.328625 0.772294 0.269545 0.240691 0.224159 0.205994 0.351823 0.208042 0.308102 1.7818 0.480081 0.227614 0.197719 0.197294 0.317581 0.428816 0.554916 0.530138
threshold=41.840895355800008 41.322103772800006 0.47778509625000004 0.49128768600000011 0.54475913895000005 0.46419268885000003 0.48181192180000004 0.47715637260000004 41.289992964000007 0.34542378970000004 0.3459626957000001 0.47961138885000004 0.34518427590000006 43.740100730350001 0.34620220950000008 0.48015029490000011 42.718072821900002 0.3465914194000001 0.34744468730000005 42.049402686800001 0.49128768600000011 0.49588335680000006 0.34988473400000003 42.102795028150005 0.42067602765000006 0.49678153350000009 0.50300889195000009 0.52511900840000014 0.53136133645000017 43.45354240915001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 12 11 16 15 -14 -12 -2 -11 -16 -19 24 22 -22 -21 -23 -20 -25 -27 29 -29 -28
right_child=9 2 3 4 5 -7 -8 -9 -10 10 14 -13 13 -15 17 -17 -18 18 19 20 21 23 -24 25 -26 26 27 28 -30 -31
leaf_value=0.00044492621709257059 0.0047156568627530343 -0.0090360336257307283 -0.022605256402955059 0.047447955211208682 -0.12363615368844355 0.039379403150864668 -0.072005211186111709 0.042148427111626842 0.029576341335309397 0.020946694241945688 -0.050083162008690889 0.041348391543102783 -0.12720842179757688 0.02194306290423987 0.037148582612842686 -0.035299464285151232 -0.051884724402479925 -0.044907155360286923 -0.0017042567857487472 0.095093564955513549 -0.15899229206637328 0.065277172782624723 0.002082811207994023 0.066367322081674701 0.065563157316041787 -0.048384152094155815 0.060406818985272275 -0.072330041794947536 -0.00010146468991863159 -0.021687645963856264
leaf_weight=60.799968726647421 10.005787441975825 1.6289480854466085 2.5253692520782334 1.9103446852532218 0.81151651669642866 0.60380226838742601 2.3617243212647736 1.6845324039459226 1.6375638849203813 0.98895574983907752 1.0489180279546442 4.8938061443623155 0.6952382884844599 0.69339730154024437 1.5364514214452381 1.7689341531222442 0.73790212868698291 1.6729572471231247 0.78947575157508498 0.83365857228637041 0.7163914155462433 0.54429950795020232 1.6598735168831806 0.43437326326966541 0.97857500924510532 1.3590840924662213 2.3525825588749316 1.1571088249388584 13.17298648443966 1.1817423019535906
leaf_count=1349 261 32 21 40 23 28 21 11 11 21 18 38 42 6 17 21 32 15 23 4 14 9 53 3 28 29 36 88 518 88
internal_value=4.96839e-05 -0.00109906 -0.0136016 -0.0259421 0.00423571 -0.0540906 -0.0464782 0.0169855 0.00120896 0.00177584 0.00487795 0.0279097 -0.00672195 -0.0527315 -0.000301848 -0.00129588 -0.0101748 0.00153744 -0.000500121 0.00245026 -4.76273e-05 -0.0040083 0.0331789 0.00148761 0.0355267 -0.000278639 -0.00178457 0.00176062 -0.00593369 0.0329576
internal_weight=123.186 73.9638 11.5262 8.21276 3.32566 1.41532 4.88709 3.31348 62.4375 49.2225 36.0591 6.62066 13.1634 1.38864 29.4385 11.7747 1.72686 28.3896 26.8531 25.1802 23.4121 20.9186 2.49353 20.2022 1.76805 19.6579 19.2235 17.8644 14.3301 3.53432
internal_count=2900 1536 176 133 91 51 42 43 1360 1364 1034 91 330 48 943 282 53 925 908 893 842 785 57 771 51 762 759 730 606 124
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 1 2 0 1 2 0 2 1 1 2 2 1 2 1 1 1 1 1 1 0 1 1 2 2 1
split_gain=0.0274347 0.155657 0.372586 0.195171 0.374133 0.186965 0.198925 0.139789 0.0894834 0.391763 0.532643 0.20985 0.0656296 0.256389 0.184767 0.0541001 0.256831 0.183963 0.161967 0.313917 0.117951 0.195171 0.11059 0.281886 0.237914 0.278191 0.273325 0.0650884 0.160171 0.201294
threshold=0.42646926740000007 0.3972336157500001 41.468518788800004 0.41155953415000007 35.818873074050011 0.31123319660000009 49.275256100300005 0.43447800965000011 0.31100865245000009 48.988717865950008 0.39614083410000006 44.921040431000009 0.34193587020000005 0.32272985840000007 37.572218886150004 47.833738492450003 0.37852160115000005 46.177190236600005 0.39135055835000004 0.39167988980000007 0.45877368940000007 0.3925780665500001 0.44922307715000004 0.40259273675000007 0.61802041855000012 0.48544953745000008 0.5024400467000002 45.027406014450008 44.421469061800003 0.35759408400000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 9 10 11 -1 13 -9 -15 17 -17 27 -18 -20 21 -19 23 -21 25 -24 -26 28 -14 -30
right_child=7 2 -4 4 -6 -7 -8 12 -10 -11 -12 -13 15 14 -16 16 18 20 19 22 -22 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.10220630863307066 0.043325353745690319 0.061214475976773264 -0.15687983587703791 0.031052287162816272 -0.1349458196335234 -0.031616368403619755 -0.035462898310391032 0.020041609877138079 0.060866996590483086 0.0552686381376069 -0.13848977582608013 0.074431959288328853 0.00050156333482966346 -0.013034567219017619 -0.10536203060647858 0.062561199772853224 -0.056274289032836156 -0.057872551695320122 0.10580248933775238 0.017000179059729777 -0.086974381936909304 0.037354445555188652 0.095794322247808539 -0.10384687214093805 -0.11163056103833265 0.001929142279684948 0.0060769213190800322 0.020018508275302344 -0.074282308079749199 0.0023975497550228634
leaf_weight=0.085882696346061382 0.75247167344468735 0.25860331268631831 0.22125536303565241 0.29955926082655537 0.24833104172876119 1.2149790083867626 0.62205810425803054 0.83909412520006188 0.61585589870810498 1.0530276373028753 0.31258439645171165 0.31012871512211859 106.04648474398152 0.45032813213765621 0.41788926812023419 0.79834928037598629 0.44818365987157482 0.52499677758896612 0.29750271141529117 0.45742062268618644 0.35554023502845666 0.36476375068014022 0.49510944960638903 0.33392800668229938 0.28282713985390717 0.87155084240657743 0.65216632813826436 1.659580675404867 0.64956812764285021 0.72384299811346864
leaf_count=93 12 9 38 19 30 36 9 18 4 4 3 9 2075 17 49 12 13 37 2 33 34 15 13 76 13 45 67 60 13 42
internal_value=4.62438e-05 -0.00703169 -0.0419261 -0.0103894 -0.0441863 0.00147763 0.0148825 0.000362237 0.0280552 0.0165844 -0.0409034 0.0361246 8.5141e-05 -0.0193771 -0.0574735 0.000374177 0.0109555 -7.05631e-05 0.000222783 0.00769101 -0.0382881 -0.0188336 -0.00174591 -0.0339941 0.00934156 0.0359343 -0.0295285 0.000365746 6.21213e-05 -0.0338689
internal_weight=122.664 5.24227 1.02775 0.806494 0.54789 4.21452 2.99954 117.422 2.37748 1.76162 0.708596 0.396011 116.669 1.70731 0.868217 114.962 4.63704 110.325 3.83869 3.39051 1.2453 0.889761 3.093 0.791349 2.30165 1.36666 0.934993 109.079 107.42 1.37341
internal_count=2900 254 96 58 49 158 122 2646 113 109 105 102 2634 84 66 2550 274 2276 262 249 86 52 247 109 138 58 80 2190 2130 55
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 2 2 1 1 2 1 1 2 0 0 0 0 2 2 2 2 2 2 2 2 0 2 2 1 1
split_gain=0.0281547 0.2101 0.197839 0.18229 0.149431 0.082005 0.33145 0.54665 0.478384 0.157846 0.115993 0.120407 0.102163 0.162057 0.130186 0.13241 0.099121 0.0932014 0.137794 0.149706 0.118646 0.213203 0.0838842 0.138543 0.0731599 0.0643077 0.0776479 0.0912887 0.054816 0.794492
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.31063441215000004 0.31123319660000009 47.833738492450003 48.988717865950008 0.36106703390000006 0.36195024100000012 45.673096293200011 0.41808628485000005 0.45877368940000007 52.932444045400004 0.61532588845000014 0.5810754169000002 0.55671985870000007 0.48607826115000008 45.027406014450008 44.527357125550004 44.758188263300006 44.086690780350004 44.215931556700006 43.933728833200007 43.874475754150005 48.315732392000008 0.65954612140000013 49.275256100300005 51.307674290650006 0.34554354660000003 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 -1 -2 -5 9 8 -8 -7 17 16 -12 14 -14 15 -9 -11 18 20 -20 22 -22 23 28 -10 26 -16 -28 -6 -30
right_child=3 -3 -4 4 5 6 7 12 24 10 11 -13 13 -15 25 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0118458906479528 0.066368183053287386 -0.051050159789103433 0.055630145592386417 -0.048139532614866379 0.0033069637668797047 0.097364848702893025 -0.14365751554635531 -0.026012970669017695 0.03165022751710047 -0.026144480278989392 0.025486804214708489 -0.040662146676072028 -0.11949898032855899 0.033175583548578282 0.011736409246824805 0.066297298716393713 -0.10428709607921559 0.028183097606618558 -0.081238100693863266 -0.0042255418481764546 0.056224115707200477 -0.0076035399818006099 -0.022894478013116226 0.032838883566883297 -0.0041643373101477059 0.039691928976033429 -0.10573715135703043 -0.0062414910377582436 -0.088347503442202852 -0.00049685511715567084
leaf_weight=1.5296012678500259 0.41590178755357854 0.86675107149767416 0.60693883895874012 0.64006235065607953 30.347780394737157 0.84261259950289913 0.29859312090320633 0.21393547284287684 0.93394952986273017 0.33948681512265366 0.50843402172904439 0.59978372619661968 0.15994458281716095 0.12297990855586249 0.25126279890537262 0.56781700132705737 0.31106176965840859 1.1779593980900234 0.43311489495954336 0.605013598309597 1.0309667176625219 1.0628348936807013 1.6059307598916337 1.2795154184423143 1.4651175551116464 0.16103841103904415 0.20164590744388988 0.16992781971930526 1.0442672219414806 72.482751640155897
leaf_count=113 20 29 4 14 444 9 9 36 20 22 10 38 48 6 4 29 60 38 29 19 18 27 29 12 36 43 24 25 14 1671
internal_value=3.86785e-05 -0.00952394 0.0073224 0.000279464 4.8209e-05 0.00030911 0.0123606 -0.0181124 0.0325446 -0.000266483 -0.0299901 -0.010314 0.00216663 -0.0531353 0.0121602 0.0410355 -0.0635086 0.000204183 -9.57299e-05 -0.0363558 0.000250078 0.0238246 -0.000212269 0.000134137 0.00977816 -0.0166369 -0.031201 -0.0602359 -0.000268716 -0.00174455
internal_weight=122.277 3.00329 2.13654 119.274 118.858 118.218 5.38882 2.14715 3.24168 112.829 1.75877 1.10822 1.84855 0.282924 1.56563 0.781752 0.650549 111.07 109.892 1.03813 108.854 2.0938 106.76 105.154 2.39907 0.783875 0.622837 0.371574 103.875 73.527
internal_count=2900 146 117 2754 2734 2720 289 224 65 2431 130 48 215 54 161 65 82 2301 2263 48 2215 45 2170 2141 56 96 53 49 2129 1685
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 2 0 0 1 0 2 2 2 1 2 2 0 2 1 2 0 2 0 1 1 0 2 0 2
split_gain=0.0235236 0.136272 0.129753 0.0970221 0.586309 0.233757 0.267932 0.319291 0.251496 0.237523 0.47264 0.196135 0.309461 0.161235 0.297504 0.144264 0.134841 0.557759 0.429696 0.196368 0.310987 0.161316 0.438677 0.137804 0.199614 0.168549 0.125707 0.123259 0.471198 0.430602
threshold=42.487106141350004 42.37975859965001 0.34988473400000003 0.39167988980000007 0.39685937550000011 0.47997065955000012 42.96395231715001 0.48851830785000006 0.47943175355000006 0.34566330350000002 0.48851830785000006 43.19689381845 43.57842012870001 43.874475754150005 0.38398550940000004 44.015822920550008 43.633733172900008 0.54279811980000015 43.673409002000007 0.40105086675000007 43.902382686800003 0.56639022785000004 42.654057868200006 0.53225951315000009 0.43590012275000006 0.43887907550000005 0.53321756835000012 43.45354240915001 0.47715637260000004 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 27 -8 -11 -12 -13 -14 15 -15 17 -6 -18 -20 -21 -19 -23 -22 26 -26 -25 28 29 -2
right_child=3 2 -4 4 16 6 9 -9 -10 10 11 12 13 14 -16 -17 18 21 19 20 23 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-9.9059051477821437e-05 0.041885504634656429 -0.00241129678352479 -0.043579471751010207 -0.10953742948280953 -0.099124550451244145 0.063868370779632963 0.031129283609310471 0.011273980396139272 -0.052641722201859531 -0.051565553056962969 -0.030266048462699674 0.075016396616804121 -0.031720623243128875 0.10856166192146187 -0.022089330950351968 0.030611634570832925 0.10984073830784689 -0.021001977257206428 -0.066814547966122448 0.099109636543156909 0.042595833396837174 0.084869135949876037 -0.027661984455140218 -0.0074424459801976138 0.073164210206833905 -0.0019076405697433696 -0.083537854910941775 0.0059001384054013211 -0.089297639605509418 -0.05231716824514844
leaf_weight=82.571266612706893 1.2623018998965578 1.6486413319216802 1.4293403788542489 0.51792629390911216 0.66359054612621404 2.0243745157495132 2.3707502758043102 2.6855250634253025 0.99615651881322342 1.670108352700481 0.93169282097369421 0.82446012366563115 0.82803276553750071 0.35344310663640477 0.88383701776911028 0.72329789533978328 0.38699523704417504 1.4058952551276891 0.39634182743611734 0.33767203451134253 0.68533151085784982 0.67442969574221912 0.71227358701435151 0.40051258355379094 0.32309246841759875 4.0221004614904814 0.47402980859214949 8.3004938184758412 0.70101723918196501 0.78823112062127609
leaf_count=1734 29 29 26 54 31 21 20 25 12 21 14 11 9 3 19 52 7 32 15 7 85 17 56 4 8 233 38 180 31 77
internal_value=3.53802e-05 -0.000869181 -0.0215288 0.0021671 -0.0056754 0.00557106 0.0147134 0.0338797 -0.00451772 0.00419908 -0.00607383 0.0106435 0.0211927 0.00527955 0.0209062 0.0561989 -0.000543605 -0.0167147 0.00741112 0.00144045 0.00577386 0.00286786 0.0270681 0.000436595 -0.00509875 0.00367442 -0.0486886 -0.000180147 -0.0185223 0.00567371
internal_weight=121.993 85.6492 3.07798 36.3439 11.0002 25.3437 13.2955 4.7099 12.0482 8.58562 6.21487 4.54476 3.61307 2.78861 1.96058 1.07674 10.4823 3.45619 7.02608 6.63908 6.24274 2.7926 1.3867 5.90507 5.21974 4.34519 0.874542 11.052 2.75155 2.05053
internal_count=2900 1789 55 1111 587 524 195 46 329 149 129 108 94 83 74 55 533 136 397 390 375 105 73 368 283 241 42 317 137 106
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=0 2 1 0 2 0 2 2 1 2 0 0 0 0 2 2 2 0 0 1 1 0 0 2 2 1 0 0 2 2
split_gain=0.0259294 0.200742 0.430309 0.107487 0.0741218 0.252943 0.161502 0.198213 0.129012 0.125852 0.271739 0.145436 0.141644 0.0560402 0.233828 0.098528 0.225372 0.0739703 0.0626843 0.144055 0.0957252 0.124373 0.0829089 0.207022 0.486282 0.319512 0.112778 0.0987249 0.287466 0.317074
threshold=0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 49.49736495185001 0.47648274005000008 48.988717865950008 48.852845034800005 0.39685937550000011 52.932444045400004 0.5810754169000002 0.61532588845000014 0.61532588845000014 0.43563066975000003 41.678468725050003 39.468990633150007 35.818873074050011 0.4447920721000001 0.4622167001000001 0.33672644530000007 0.34307356065000005 0.47512050540000011 0.47727612945000003 42.541806567400009 42.773538294100007 0.34500464060000008 0.47778509625000004 0.47868327295000007 40.621691032550004 42.131954243650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 13 -7 10 -10 -11 -12 14 15 16 -2 -15 19 -19 -20 -22 23 25 -25 -23 -24 28 -28 -30
right_child=4 -3 -4 -5 5 8 -8 -9 9 11 12 -13 -14 17 -16 -17 -18 18 20 -21 21 22 26 24 -26 -27 27 -29 29 -31
leaf_value=0.0088093252837594584 0.01695978300384017 -0.022887664785401669 0.11143266431887809 -0.11253374101233865 0.097137095893348888 -0.10334996251668412 -0.03845750853722453 0.033933966549433162 0.078299738226771609 -0.11759989010681067 -0.10423868817949562 0.030340137642802065 0.010582159864884776 0.033273163833559882 -0.10508403812324951 0.024449659480171103 -0.12152422432993149 -0.085586388171151148 -0.027666422195924557 0.002235406777909738 0.019345274874652384 -0.063623978723125377 0.014875113149622707 0.068296693118816421 -0.031245980806487817 -0.0021639720160975726 0.007253017575007039 0.00021542065482797065 -0.11667350424073404 -0.0087614233505439922
leaf_weight=0.14784739911556188 0.31894279779069623 2.3398116040043533 0.36828124059229594 0.14420134987244637 0.34712046198546787 0.10789612650978586 1.0839078393873922 1.7284044392872591 0.50697806192101758 0.14614630736537026 0.15723986747616436 0.12185764439345803 0.33921053993981332 0.66675745023530808 0.26275852808885236 0.66885529947467148 0.1860792113845946 0.28205525182420288 1.2303738574883016 0.55292836211791041 3.3531264769903819 1.4076321359025308 5.1349236052483311 0.89479991220287036 1.0868550005282029 2.1195052043476608 1.6588839292526238 93.073449243416945 0.50738085852935888 0.58763450949481921
leaf_count=11 33 20 24 91 3 27 36 21 34 43 30 6 51 24 54 18 26 25 38 34 53 21 41 9 56 31 18 1978 19 25
internal_value=3.51427e-05 -0.00914602 0.0395461 -0.0511048 0.000267526 0.0208364 -3.64937e-05 0.000323378 0.00163462 0.0105438 0.0268035 -0.0503336 -0.0257848 -0.000186239 -0.0198118 -0.000724647 -0.0340657 6.42567e-05 -0.000133637 -0.0274306 7.15994e-05 0.000382352 -0.000214853 -0.0121612 0.0137017 -0.0266918 0.000436975 -0.000336695 -0.0189965 -0.058763
internal_weight=121.532 3.00014 0.66033 0.292049 118.532 1.72645 116.805 115.721 1.37933 1.27143 1.00343 0.268004 0.49645 113.993 1.43664 1.17388 0.505022 112.556 111.89 0.834984 111.055 109.824 106.471 5.50879 1.98165 3.52714 100.962 95.8273 2.7539 1.09502
internal_count=2900 146 126 102 2754 194 2560 2524 191 164 115 49 81 2503 131 77 59 2372 2348 59 2289 2251 2198 117 65 52 2081 2040 62 44
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 2 2 1 2 0 1 1 1 0 0 2 0 0 2 0 0 2 2 0 2 1 0 2 0
split_gain=0.0283497 0.380781 0.234881 0.121454 1.09467 0.205681 0.986743 0.535846 0.157155 0.156173 0.13292 0.33769 0.22238 0.127785 0.347715 0.124774 0.114312 0.23209 0.134939 1.1418 0.104492 0.252242 0.089431 0.136286 0.0891657 0.126409 0.2051 0.0857845 0.0805016 0.0674011
threshold=39.420767558750008 39.268993001500007 39.530201452500002 39.039757512550004 0.52266399210000014 38.703421923500009 38.592454371550012 38.512991772500008 0.39167988980000007 38.318569170500005 0.50579323975000012 0.38733870245000007 0.39772761295000009 0.44751654140000008 0.56369569775000017 0.62143349005000015 37.020641110850008 0.47778509625000004 0.50041914915000019 36.514114975300011 0.52772372085000019 0.52266399210000014 37.737818700150008 34.542090938800008 0.49850303880000008 35.337501601400007 0.35814795965000007 0.62406814170000013 33.96174662340001 0.50300889195000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 10 16 -12 20 22 -15 -16 18 -18 19 24 21 -13 23 -14 25 26 28 -17 -1 -4
right_child=2 -3 29 4 -6 8 -8 -9 -10 -11 11 12 13 14 15 27 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.045844593833615555 -0.036169539661040272 0.043954454542071135 -0.0022332973690125111 -0.081919864025620209 0.030516218764679921 0.042325812245660205 -0.14520649660289606 0.095877081381870968 0.0021655773850389431 -0.030502499757752995 -0.048522717939147864 0.045425282932827521 0.01868902296303895 0.078405876626431975 -0.1085060649543288 0.088887713659989653 0.0012607043147204416 0.057990398851379965 0.021794588342107388 -0.16237700796327484 0.045575510042011089 -0.030765751676858927 -0.01767848657302535 -0.11048286126491498 0.054123621613872901 0.030346272398119163 -0.11173287260775021 -0.10288149543186187 0.04760154859006191 0.0032392351038773811
leaf_weight=0.1485888364263046 1.836945902356091 2.0839809741592026 56.771799944929853 1.5168952662497752 2.0177092291160079 2.0197064441163088 0.47130785238550821 0.58120069943197528 1.882690726968576 1.7023495039506986 1.6007711176353039 0.84774544602260016 0.10626816448021237 0.34226299723377451 0.22109148839294335 0.069121307883506233 1.642988006286487 1.2853591023012993 1.6851436728611586 0.43091705688334503 1.1163209987571461 0.89143469958980859 0.44464993057044921 0.35300940407552162 0.49906062312220445 0.82338719533800031 0.20300071356609806 0.035208485908000853 0.24288173842796823 37.286961257899634
leaf_count=57 24 24 875 14 34 24 12 12 36 36 31 14 44 9 97 6 32 18 17 10 25 33 27 70 11 25 15 103 16 1149
internal_value=2.96584e-05 0.00300977 -0.000755493 -0.000671162 -0.0177364 0.00239904 -0.00269499 0.00170283 0.0229507 -0.00202272 0.0017098 -0.00916113 0.00507137 -0.025139 0.00803882 -0.06597 0.0111231 0.0261615 0.000203668 -0.0152931 0.0216986 0.00637278 -0.0496458 -0.0805949 0.0177709 0.00497541 -0.0301651 0.0241708 0.0121326 -6.38652e-05
internal_weight=121.161 25.2651 95.8957 23.1811 3.5346 19.6465 15.7441 15.2728 3.9024 14.6916 12.9892 6.02788 4.42711 1.57161 0.667684 0.325421 6.96133 2.92835 4.03298 2.34784 2.8555 1.73918 0.903927 0.459278 1.91692 1.41786 0.594471 0.10433 0.391471 94.0588
internal_count=2900 852 2048 828 48 780 720 708 60 696 660 459 428 356 215 206 201 50 151 134 72 47 141 114 124 113 88 109 73 2024
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 0 0 1 0 1 2 2 0 0 0 2 2 0 0 0 2 0 1 0 0 1 0 0
split_gain=0.0234805 0.134715 0.117175 0.102281 0.124756 0.0895514 0.266615 0.220469 0.217575 0.254045 0.205805 0.127341 0.329663 0.371036 0.221947 0.300109 0.266437 0.167677 0.167042 0.123564 0.208042 0.0967174 0.0920035 0.499442 0.585441 0.805872 0.537104 0.252654 0.250492 0.143305
threshold=42.852084787850011 42.898324343550009 43.022303514600004 42.718072821900002 0.34587287805000005 0.55754318735000019 0.54191491270000014 0.53592706805000012 0.58859016195000013 0.44805544745000009 0.54384599265000022 0.3982365797500001 44.215931556700006 45.33565396960001 0.51589772760000019 0.49967066855000003 0.49128768600000011 43.968221017800005 48.852845034800005 0.5317655160000001 0.53136133645000017 0.57995269605000022 44.015822920550008 0.48759019190000008 0.34527409360000011 0.48041974790000003 0.48119816770000007 0.3447052483500001 0.47440196400000006 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=3 -2 -3 -1 -5 6 7 11 9 -7 -8 14 -13 -14 15 16 22 -16 -19 20 -15 -11 23 24 26 -26 27 28 -4 -24
right_child=1 2 5 4 -6 8 10 -9 -10 21 -12 12 13 19 17 -17 -18 18 -20 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00034707481154902281 0.038201040207115497 -0.03248892400384782 -0.0095269079290750593 -0.058738218831561821 0.0033406178645851827 -0.10660823714301598 0.087886008151362133 -0.050341241583810731 0.0043697138803263143 0.014957390436102445 0.012747130573462074 0.07470775562054946 -0.12338608859816927 -0.10185122392875677 -0.0044050217093488872 0.047860769973365032 -0.050915452071622028 -0.12161100631917088 -0.014964942465120505 0.064197841997327199 0.10277536167290049 -0.044829755607075257 0.0028148235163351493 0.090629897048761676 0.029962525374151967 -0.079518042986011811 0.10880586240835287 -0.048095892461421097 0.10427263334210653 -0.035316518005669088
leaf_weight=91.228878121683707 1.0215971169345746 0.99400116727770438 0.44302393767624904 0.66764421984976141 0.62843387382054061 0.42693988795144733 0.65875822771340498 0.76661022699045034 3.3846733918708196 0.53075241256738059 0.81613327785407819 0.84100096937618107 0.22631872999863845 0.14387699877852356 0.69100325019098707 1.4860012453864317 0.93623724044300694 0.34795064180798363 0.25414795772621801 0.35548921662848443 0.075893670320510864 0.55196642344526481 7.0657460981888089 0.74023432284593571 1.2609418103588725 1.4403527732938526 0.76471082493662823 0.55215611410676502 0.3433196684345603 1.1453540914008042
leaf_count=1899 22 44 54 24 20 59 8 24 207 16 35 20 19 56 24 35 13 39 9 10 1 26 126 5 43 14 5 20 3 20
internal_value=2.72408e-05 0.0025498 0.00121293 -0.000743368 -0.0286378 0.00248912 0.00528533 0.00224194 -0.00971146 -0.0412816 0.0463078 0.00435093 0.030971 -0.0149168 0.00184821 0.00503473 0.000703173 -0.0380185 -0.0765953 0.0277572 -0.0311873 -0.0155219 0.00421639 0.0141686 0.00238812 -0.0284134 0.0419486 0.00375178 0.0401583 -0.00250406
internal_weight=120.79 28.2652 27.2436 92.525 1.29608 26.2496 21.3553 19.8804 4.89433 1.50966 1.47489 19.1138 1.64258 0.801579 17.4712 16.1781 14.6921 1.2931 0.602099 0.57526 0.219771 1.08272 13.7558 5.54474 4.80451 2.70129 2.10321 1.3385 0.786344 8.2111
internal_count=2900 957 935 1943 44 891 583 540 308 101 43 516 106 86 410 338 303 72 48 67 57 42 290 144 139 57 82 77 57 146
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 1 2 2 2 2 2 1 1 1 1 0 2 0 0 2 0 0 0 1 0 0 2 0 2
split_gain=0.0238518 0.314439 0.188123 0.120065 0.184438 0.107435 0.425745 0.179028 0.30174 0.147804 0.150152 0.253907 0.374536 0.243223 0.471616 0.209425 0.164736 0.488387 0.228887 0.220714 0.159684 0.256818 0.401923 0.245195 0.356697 0.352452 0.175442 0.293211 0.099933 0.0927673
threshold=39.420767558750008 39.268993001500007 39.530201452500002 0.45612406815000006 0.31810424840000007 0.49850303880000008 0.36501901140000009 37.572218886150004 36.372781240150012 39.134693790050008 38.703421923500009 36.921550069850007 0.38780276035000005 0.39078171310000004 0.42274183410000005 0.36543816055000006 0.49967066855000003 36.82350895510001 0.51929582950000019 0.52975958800000011 37.272044000450002 0.54017843775000018 0.54191491270000014 0.54679500610000009 0.42892428370000008 0.55892039160000018 0.55980359870000018 37.663157789700008 0.54191491270000014 38.175120519550006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -5 10 11 15 -13 -12 -15 -8 -17 18 -18 -20 -14 29 -23 -24 -25 -26 -27 -28 -21 -22
right_child=2 -3 -4 5 -6 6 9 -9 -10 -11 13 12 20 14 -16 16 17 -19 19 28 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.013511727667755026 -0.032260291676667649 0.040318429492816374 -6.537704458104916e-05 -0.008093433411512245 -0.09119894183685609 -0.075581589400222832 0.058891348250993625 0.00087416738355538561 0.074710729190409705 -0.034444078100442123 0.047842689368790922 -0.059581804602404226 0.046619361273346184 -0.056899983934472764 0.03071475191883672 -0.078691042158830396 -0.048967201205888516 0.10581273754591465 0.047872359033818007 -0.080105422302355109 -0.015194010175764452 0.10533892225991381 -0.065522788542324947 0.099272032787793923 -0.12023825031009588 0.088972290288702155 0.077289108970598028 -0.10745660947014057 0.0094074727283945288 -0.060133650840899049
leaf_weight=0.31666329943255433 1.8508330604017817 2.0484547894448033 93.634282558203608 0.78044427435304697 0.3588355245157544 0.78126893658191221 0.88599491305649136 4.2355946901961943 1.0090741217427419 1.1463967832569313 1.7017447119578708 1.5232420018874107 0.58261499107356929 0.95443953480571542 1.7243416702276588 0.22581392327265382 0.86850455185776887 0.44548603378643736 0.84926324655680197 0.25270462135813432 0.95873995540023338 0.39500904828310046 0.49941040470730502 0.37152364646317415 0.24182979641773272 0.2398899532854557 0.15932171046665644 0.18643485535815785 0.24626044393204438 0.8818398960356717
leaf_count=32 24 24 2024 30 74 13 5 53 15 21 9 20 29 13 38 3 28 7 36 24 26 3 10 8 14 4 17 47 226 23
internal_value=2.90396e-05 0.00278737 -0.000689426 -0.000581239 -0.0421122 0.000685474 -0.00357234 0.0120786 0.0385982 9.49142e-05 0.00288442 -0.00398706 -0.0167018 0.0182789 -0.000502045 0.0163612 0.00331376 0.0102695 -0.00893131 0.0168591 -0.00224033 -0.00947632 0.0144813 -0.00664993 0.0178719 -0.0186754 0.0232627 -0.0223273 -0.035927 -0.036725
internal_weight=120.356 24.8711 95.4851 22.8227 0.675499 22.1472 16.1221 6.02511 1.78952 15.3408 14.1944 9.81388 6.03986 4.38053 2.67878 3.77403 2.88803 2.66222 2.21673 1.34823 4.51661 3.934 2.09342 1.69841 1.199 0.827476 0.585647 0.345757 0.498965 1.84058
internal_count=2900 852 2048 828 106 722 624 98 45 611 590 530 201 60 51 329 324 321 314 286 181 152 103 100 90 82 68 64 250 49
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 1 0 1 0 2 1 1 1 1 0 0 2 0 0 0 1 1 1 1 0 2 0 0 1 0
split_gain=0.030618 0.0805349 0.141651 0.131862 0.0987906 0.0985018 0.0567063 0.0770926 0.0494864 0.0489113 0.0332056 0.616503 0.508274 0.252776 0.259066 0.45912 0.410093 0.309294 0.315834 0.134205 0.136073 0.566759 0.390292 0.125579 0.589407 0.216578 0.152871 0.279111 0.22912 0.599991
threshold=35.616518500750011 0.49678153350000009 0.50749977545000013 35.131296350900008 0.51243974730000008 0.34392682850000006 0.51484985480000012 0.38906020780000011 0.54384599265000022 33.96174662340001 0.35585760905000008 0.35165114815000004 0.35759408400000009 0.35877668335000007 0.50041914915000019 0.49850303880000008 37.797539186950011 0.48119816770000007 0.47727612945000003 0.5025747732000001 0.36730936200000003 0.36998892250000009 0.37027334510000004 0.37308763210000007 0.51243974730000008 43.104429861650011 0.51700547890000015 0.52161611930000007 0.39078171310000004 0.52401125715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 9 -6 -8 -9 -1 11 -2 -12 -14 15 16 -15 18 -18 -16 -21 -22 -23 -24 25 -25 -26 -28 -29 -30
right_child=10 2 4 -5 6 -7 7 8 -10 -11 12 -13 13 14 19 -17 17 -19 -20 20 21 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.0037313251309433327 -0.00032272120205240491 0.053142698767049815 -0.10436718561467262 -0.10663604649138483 0.10100896069992059 -0.048467154936353188 -0.062591327217577306 0.054860258943046442 -0.041880392716169779 0.090797704101727453 -0.072650886028221839 0.058698740550063071 0.049396292833441185 0.059900444448742908 0.033957206342005303 -0.078162773805918642 -0.042642650977659693 -0.060818601004696639 0.058747431892105753 -0.030665282868900051 0.077278991882400158 -0.07708898402633009 0.043047769273631881 -0.1183690970127127 0.023485621239848407 -0.015163810446217034 -0.032553864000081333 0.018038666178829543 -0.10696915991891509 -0.00013695256817807853
leaf_weight=0.093025492499697715 56.183013815546246 0.78507144746254176 0.097034007136244327 0.13268275917653227 0.05591365322470665 0.17240650887592324 0.15291691845050082 0.18372803432430374 0.074244939615788041 0.13298731716349721 0.99624285534809942 1.827324684953054 0.99331939342664455 0.74288647892535609 1.1676710168030684 1.1808392169186843 0.58786254605411181 1.211545656684393 0.64359374344348907 1.4372148905240454 0.9444893762411074 0.66366278845816751 0.67190652515273441 0.56734098370361508 2.8470047672162755 0.31691681651591352 2.5482002069202272 7.0114897343883049 0.53372401615524623 34.979552752017867
leaf_count=41 833 21 5 8 2 34 9 21 175 8 17 28 17 8 16 16 40 39 6 26 17 10 16 31 31 26 42 70 26 1261
internal_value=3.18055e-05 0.0126931 0.0256801 -0.0202917 -0.012558 0.0084629 0.00652623 -0.00633092 0.0270182 0.0518901 -0.000169822 0.00153645 -0.00181827 -0.000623222 -0.00147904 -0.0249023 -0.00516145 -0.024946 0.0103467 0.000426052 -0.000319421 0.000534336 -0.000911313 0.000110519 -0.000480615 -0.0813805 0.00101221 -0.000407304 0.00151901 -0.00174252
internal_weight=119.936 1.88001 1.34891 0.531102 0.563838 0.398419 0.466804 0.41089 0.257973 0.226013 118.056 58.0103 60.0455 59.0492 58.0559 4.36673 3.18589 2.443 1.23146 53.6892 52.5215 51.0843 50.1398 49.4761 48.8042 0.884258 47.92 45.073 42.5248 35.5133
internal_count=2900 324 233 91 212 83 207 205 196 49 2576 861 1715 1698 1681 109 93 85 46 1572 1556 1530 1513 1503 1487 57 1430 1399 1357 1287
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=2 0 0 1 2 2 1 2 2 1 0 2 0 2 1 2 0 2 2 0 0 1 0 0 2 2 2 2 0 0
split_gain=0.0288438 0.110649 0.131838 0.105366 0.0891567 0.0820589 0.100269 0.0728391 0.084442 0.0401734 0.053463 0.0336352 0.106908 0.328272 0.230415 0.0364634 0.0616199 0.0406784 0.195001 0.192274 0.41937 0.135662 0.222631 0.243397 0.123048 0.107566 0.258029 0.0935513 0.705631 0.376163
threshold=36.173488152900006 0.49850303880000008 0.49967066855000003 0.36543816055000006 36.072790850000011 35.818873074050011 0.36597706655000006 35.461062230100005 35.131296350900008 0.38906020780000011 0.54384599265000022 37.020641110850008 0.50041914915000019 36.735256530150004 0.38733870245000007 37.360990606650006 0.51700547890000015 38.703421923500009 38.994321257850011 0.4901499955000001 0.52772372085000019 0.39685937550000011 0.54679500610000009 0.55154037305000014 37.962710038050005 37.962710038050005 38.386256906100009 39.268993001500007 0.52266399210000014 0.52401125715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 8 9 -8 -11 12 -2 14 -14 16 -13 19 -19 -17 24 -22 -23 -24 -21 -25 -27 28 -20 -30
right_child=11 2 4 -5 -6 -7 7 -9 -10 10 -12 15 13 -15 -16 17 -18 18 27 20 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=0.0054606042752162421 -0.046353845604524269 0.10235587250350316 0.083853597064461327 -0.062403833188632733 0.079173748834821089 -0.046389292815797102 -0.02326021467661761 0.065589289739423448 -0.10371677561116216 0.06462682873441937 -0.038288324909035179 0.031773892758810811 -0.10790394980757015 0.024496699772743873 -0.0020446883224100095 0.015006251838479501 -0.0037487446870239417 0.023474354257297339 -0.063232351335185386 -0.022623495428149037 0.054278162802513234 -0.036476058624177667 0.098605732863435297 0.039823328940925787 -0.072033591530867455 -0.11463067248567436 0.050630509163820794 0.0001308853861602438 0.070499372234891527 -0.015712928171211168
leaf_weight=0.81427391913308544 0.65498844457965733 0.20411332180810848 0.1911047054454682 0.31817442900501192 0.19321722667700658 0.23929020933391598 0.27575397639884613 0.14770567714069216 0.08729950484016058 0.16373870465031359 0.072973205284455389 0.95548120257444569 0.393699370324612 1.6721486329488469 0.43039123173673488 2.4847027755877198 0.99878468058204817 3.5206284037722062 1.7148461947217577 0.83464276336599175 0.50426224619150195 1.0278451362974013 0.33964858390390851 0.29964717534926422 1.2723297700576948 0.20984394881048729 0.17184682135871299 97.273062393000032 0.93451946973800692 1.1039698433814917
leaf_count=102 17 6 6 5 11 18 15 16 13 15 165 14 6 29 44 42 34 48 19 22 4 23 4 36 28 29 16 2072 4 37
internal_value=3.13617e-05 0.010235 0.0273753 -0.0136067 0.016213 0.00588488 0.0192122 0.00268543 -0.0128061 0.00268075 0.0329003 -0.000205183 -0.0103962 -0.00096129 -0.0526177 7.73989e-05 0.013619 -0.000159538 0.000339357 -0.0074597 -0.0194383 0.00781369 -0.00362224 0.0294523 -0.0524606 -0.00502088 -0.0402259 -0.000466865 -0.0159584 0.02381
internal_weight=119.505 2.70764 1.5752 1.13245 1.37108 1.17787 0.938576 0.747471 0.599765 0.512466 0.236712 116.797 3.15123 2.49624 0.824091 113.646 1.95427 111.692 104.547 7.14477 4.66007 2.55309 2.04883 1.02099 2.10697 0.681338 0.381691 101.026 3.75334 2.03849
internal_count=2900 372 265 107 259 248 230 224 208 195 180 2528 96 79 50 2432 48 2384 2180 204 162 112 108 85 50 81 45 2132 60 41
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 1 1 0 1 1 1 1 1 0 0 2 2 2 2 2 0 0 1 2 0 1 2 0
split_gain=0.025731 0.58007 0.294167 0.252432 0.578672 0.3889 0.431084 0.168244 0.142214 0.256583 0.236128 0.219648 0.223918 0.265528 0.143347 0.11376 0.0856363 0.445507 0.708687 0.904003 0.64728 0.428236 0.307068 0.297739 0.2008 0.831878 0.802405 0.308376 0.307002 0.174211
threshold=0.42067602765000006 0.42019700010000005 0.54017843775000018 0.54191491270000014 0.54317236010000014 0.54475913895000005 0.54585192060000021 0.4274273225500001 0.42194844465000009 0.55240861050000023 0.42440346100000009 0.43166372265000008 0.4323972336000001 0.4355408521000001 0.42970270350000012 0.55980359870000018 0.53905571685000009 39.788107623550012 40.922041107600009 41.169697216150006 42.072181850200003 38.938637541200009 0.54384599265000022 0.53592706805000012 0.39584144190000009 43.633733172900008 0.51700547890000015 0.39458399450000009 44.269496632500008 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 7 -4 -5 -6 -7 -2 -8 -10 -11 14 -13 -14 -12 -15 23 21 -19 -20 -21 -18 -22 24 27 26 -26 29 -27 -1
right_child=2 -3 3 4 5 6 8 -9 9 10 11 12 13 15 -16 -17 17 18 19 20 22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00083878036945366765 0.012116982675497504 0.071513359286229553 0.055715238980522733 -0.10209655852893199 0.064984871390146248 -0.075390998253800051 0.049836527044512163 -0.11142621283737027 -0.03966527824513022 0.084768903305237883 -0.11191059998784121 0.07286012220161199 -0.086230591802584619 0.025435407169387133 -0.0083351634772235433 -0.0010350776816113701 -0.023743122469593852 -0.10487071359545333 0.11735451199901424 -0.11667076894100895 0.03933077104749199 0.067377918602700024 -0.060478670473377051 0.041225378769731869 0.063959823594163911 0.084085741225740904 -0.098775419023959948 0.04475964902204977 -0.010377677458938733 -0.022657398041855091
leaf_weight=81.258056422892125 0.15448913144064391 1.1438371817348514 0.75053861649940046 0.57645295129623519 0.86825765634421515 0.79798313556239264 0.54911111108958977 0.38476774398259295 1.6260374519042695 0.33781411242671211 0.28096786665491791 0.43919852084945787 0.34550414183422518 1.8746294719821879 0.25479635990632232 12.121517531233236 0.97210084595218349 1.0038314179982992 0.48381728481035713 0.65339961231802623 0.88285163888394869 1.0986651231069116 0.47359399219567422 1.7703883741050948 0.37683059216283199 0.66071043582633115 1.5462911485192306 1.5625452387175744 0.71783369409968145 3.2830890668919883
leaf_count=1317 9 11 11 9 10 10 11 76 25 5 26 6 18 36 20 832 42 15 3 15 15 12 60 26 13 12 94 14 44 103
internal_value=3.16255e-05 0.000717834 -0.0031128 -0.00122436 -0.00335344 -0.000433796 -0.00348306 -0.0760329 -0.000264733 -0.00185677 0.00207043 0.000246479 0.0025264 0.000372497 -0.0626527 0.00251035 -0.000119205 -0.0121584 -0.0339232 -0.00536303 -0.034904 0.024602 0.00448297 0.000616048 -0.00018809 -0.0243897 -0.0668879 0.000739926 0.0348969 -7.36753e-05
internal_weight=119.25 97.8878 21.3621 20.8228 20.0723 19.4958 18.6276 0.539257 17.8296 17.2805 15.6544 15.3166 14.7808 14.3417 0.535764 13.9961 96.744 5.56826 3.49749 2.49366 2.00985 2.07077 1.35645 91.1757 89.4054 3.30167 1.92312 86.1037 1.37854 84.5411
internal_count=2900 1796 1104 1019 1008 999 989 85 979 968 943 938 892 886 46 868 1785 162 108 93 90 54 75 1623 1597 163 107 1434 56 1420
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 2 2 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 2 2 0 0 2 2 0
split_gain=0.0252123 0.259404 0.157623 0.104434 0.781105 0.223728 0.346906 0.329035 0.125802 0.098312 0.211642 0.301579 0.261604 0.192815 0.114288 0.250902 0.348203 0.169181 0.317556 0.298138 0.165042 0.120924 0.0748766 0.312007 0.177279 0.159488 0.768254 0.461406 0.14472 0.0731405
threshold=39.420767558750008 39.268993001500007 39.530201452500002 39.039757512550004 0.52266399210000014 0.45280081435000008 37.663157789700008 38.703421923500009 0.56369569775000017 0.50579323975000012 0.52029879345000019 0.52266399210000014 0.39051226010000012 0.36730936200000003 0.52803808270000008 0.54017843775000018 0.54279811980000015 0.54679500610000009 0.55041765215000005 0.55892039160000018 0.55980359870000018 0.52937037810000021 0.34392682850000006 38.052786106700005 37.186372654950006 0.48101853240000009 0.47612346935000005 37.797539186950011 35.131296350900008 0.62143349005000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 -7 13 -11 -12 -13 22 -14 21 -17 -18 -19 -20 -21 -16 23 24 28 26 27 -24 -1 -10
right_child=2 -3 -4 4 -6 6 -8 -9 29 10 11 12 14 -15 15 16 17 18 19 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.048647022937448381 -0.029551024223357637 0.037609231934065679 -0.00012750263313833279 -0.069835108524226294 0.026051930839363486 0.080281440029678436 -0.10007193357923816 0.033299495466705749 -0.10492427462762376 -0.041145438150908355 0.062805210008738177 -0.065925928801824379 0.033128159376167567 0.055082677530195204 -0.018434235488530903 0.094770536267687069 -0.055275399395254179 0.096978112481761816 -0.11672079086196407 0.085366006388542068 -0.06176101476706497 -0.090650373902643591 0.065901392112800522 -0.085531358557046591 0.070332525393512368 -0.0023304778294975007 0.10894989228987223 -0.13638869408055426 -0.051980555187846167 0.025593846583972887
leaf_weight=0.21514944699086214 1.8570862179149106 1.9784132023341943 92.847449301807387 1.5181809272617095 1.9289788333280737 0.20204175414983083 0.50896499966933106 3.378413157304748 0.081342556342264061 1.6672018649987874 0.66316536352678657 0.69277146455715399 0.85399056249661986 0.73335537114894567 0.51874397788196835 0.40447602898348112 0.52746688107799833 0.31366899720569563 0.22798411531675811 0.21018200647085905 0.11964773513611249 0.41928313862445066 0.18476006325246153 0.47507223567663459 0.34955996507778764 4.2494388591521783 0.66703144274652004 0.28931913514679763 0.42571942049835343 0.09093332303176993
leaf_count=49 24 24 2024 14 34 7 58 40 79 35 19 15 36 18 11 9 18 8 34 4 60 34 43 8 13 52 8 7 18 97
internal_value=2.79011e-05 0.00293055 -0.000704476 -0.000199866 -0.0161782 0.0027823 -0.0463276 0.00524887 0.0267493 -0.00142109 -0.0103286 4.78236e-05 -0.0096575 0.00634703 0.00118432 -0.00876651 0.0130517 -0.0105755 0.0164792 -0.0287868 0.0319948 -0.0507137 0.00113403 -0.0189088 0.0130476 0.00658298 0.0397762 -0.0575514 -0.0181983 -0.0360322
internal_weight=118.6 23.8953 94.7045 21.9168 3.44716 18.4697 0.883283 17.5864 0.374318 14.208 6.61858 4.95138 4.28821 7.58941 3.59544 2.74145 1.80343 1.39895 0.871483 0.557814 0.32983 0.938027 6.85605 1.4655 0.990429 5.39055 1.14111 0.474079 0.640869 0.172276
internal_count=2900 852 2048 828 48 780 241 539 183 499 283 248 229 216 214 178 133 124 106 98 64 45 198 88 80 110 58 50 67 176
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 2 1 0 2 1 1 0 0 0 0 1 1 2 1 1 1 0 0 2 0 0 2 2 1
split_gain=0.0260887 0.108022 0.139403 0.144198 0.119793 0.0824508 0.0754848 0.0854339 0.0727537 0.0708769 0.0596213 0.0496603 0.0423637 0.0368439 0.0311628 0.297765 0.197755 0.159023 0.163668 0.136508 0.0799739 0.274609 0.107555 0.18107 0.140975 0.0906956 0.0682209 0.197037 0.411003 0.306917
threshold=36.173488152900006 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.49967066855000003 36.072790850000011 35.818873074050011 0.36597706655000006 0.50482021495000018 35.461062230100005 0.36543816055000006 0.38906020780000011 0.4942366995000001 0.52215502530000013 0.42646926740000007 0.3972336157500001 0.31148768000000004 0.31123319660000009 49.275256100300005 0.32600820335000008 0.34307356065000005 0.34193587020000005 0.47305469895000007 0.47512050540000011 42.131954243650007 0.4622167001000001 0.47727612945000003 42.541806567400009 42.773538294100007 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 -5 6 7 -6 -9 11 12 -10 -4 -13 15 17 -17 18 -2 -16 21 25 24 -24 -22 -21 27 29 -29 -25
right_child=14 2 3 4 5 -7 -8 8 9 -11 -12 13 -14 -15 19 16 -18 -19 -20 20 22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.077483272763844202 0.026915054807989287 0.10458308078304893 -0.028678473022326945 0.10208167590762891 0.080972222063321359 0.077580601242532729 -0.044855083173190716 -0.10311316014738146 -0.028686474672205795 0.083432787224125754 -0.059530766618259005 0.098774318075141754 0.029429596483948564 0.0089837243707776276 0.030108940090867561 -0.14848515347475283 -0.032566528465394137 -0.029218681273019222 -0.031932816861831831 -0.039045588766601406 -0.059984271192373644 0.0073100362592863942 0.027590394356986431 -0.062742042129467934 0.0058326602254568493 -0.12096830256197062 0.00038539843539861241 0.065573454707958903 -0.026846325331478311 -0.0017223442717142505
leaf_weight=0.13429365148618133 2.2818120479928434 0.16100375354290042 0.2978669587966184 0.18541736151382782 0.17908738926053025 0.18791948482203213 0.23163839128841346 0.058486890979111195 0.30568263144232333 0.11817924324844853 0.31335473631042987 0.061644824832910672 0.21677058935165405 0.17666265504848155 1.4997550914995361 0.21588654290280818 0.46236932060037361 1.1535079657624008 0.59606485115364183 0.26751525208237459 0.67993336617382627 1.0486703366041183 2.3960078353811687 1.3480316275963553 0.6241998532168509 0.27309471854277945 98.664478773084028 0.86752641212660808 1.0805152441766948 2.121615991811268
leaf_count=53 113 2 44 6 6 11 18 4 16 15 5 5 3 184 29 28 39 10 9 18 30 11 33 21 27 29 2035 9 56 31
internal_value=2.96714e-05 0.00988181 0.0145867 0.00837512 0.0268182 0.0162405 0.00605212 0.0191581 0.00379697 0.0132399 -0.0251417 -0.00200912 -0.00420276 0.0322105 -0.00019434 -0.00816126 -0.069463 0.00215238 0.0147265 0.000144082 -0.00026681 -0.0225355 6.15482e-05 0.000411149 -0.0284822 -0.0804297 -0.000214527 -0.0111401 0.0143112 -0.0254298
internal_weight=118.209 2.62801 2.49371 2.33271 1.50472 1.3193 1.13138 0.899744 0.720656 0.662169 0.827992 0.54399 0.514638 0.238307 115.581 4.70964 0.678256 4.03138 2.87788 110.871 109.372 1.58928 107.782 106.478 1.30413 0.54061 104.082 5.41769 1.94804 3.46965
internal_count=2900 372 319 317 265 259 248 230 224 220 52 205 47 189 2528 199 67 132 122 2329 2300 58 2242 2185 57 47 2152 117 65 52
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 2 0 2 2 1 2 0 1 1 1 0 0 2 1 0 0 1 2 2 2 0 2 2 2
split_gain=0.0258332 0.180422 0.167038 0.107431 0.0521714 0.442727 0.188169 0.0448496 0.15364 0.135198 0.184087 0.1252 0.104054 0.242478 0.306204 0.122335 0.0599498 0.14641 0.0627378 0.317288 0.301861 0.179399 0.236982 0.139593 0.114741 0.11213 0.0894799 0.140354 0.0743628 0.197156
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.3972336157500001 48.988717865950008 0.39614083410000006 44.921040431000009 0.43780126340000008 41.678468725050003 39.468990633150007 0.31810424840000007 48.852845034800005 0.4588185982500001 0.32272985840000007 0.33672644530000007 0.34307356065000005 0.47305469895000007 0.47512050540000011 47.833738492450003 0.37852160115000005 0.53225951315000009 0.61802041855000012 0.5024400467000002 46.177190236600005 50.264779514000004 47.001379125850008 0.61532588845000014 51.779769178100004 45.027406014450008 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=1 2 4 -2 5 6 -1 8 9 10 -5 -10 13 -9 -15 -14 -17 -18 23 -20 -21 24 -23 28 -22 -25 27 -26 29 -19
right_child=3 -3 -4 7 -6 -7 -8 12 11 -11 -12 -13 15 14 -16 16 17 18 19 20 21 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.10208674667138753 0.031714077569520466 -0.048250973384021636 0.051453326410579175 0.015689436538935213 0.0040971152340305685 -0.1385585346172967 0.072465269364022741 0.10434120361582047 -0.10340673460134292 0.034198920315533433 -0.11318656673475397 -0.021465751726477623 -0.03099054934914507 -0.085042014526097456 0.048638601077661117 -0.023424069448255678 0.025105829669357999 3.3757870521705158e-05 0.084220397604185579 -0.11836885544795901 0.037349245513126683 -0.11026189207377907 0.0029304244559049068 -0.065348374183817434 0.0017134394223637707 -0.0031696136151259276 0.042878471477845119 -0.11295245314867562 0.02190552840961895 -0.04233616570571147
leaf_weight=0.078448776235276574 1.0760413948810299 0.8449360945569423 0.59265233576297749 0.28729586370172844 0.90426030335947871 0.24285010248422623 0.29028915253002197 0.31885865144432191 0.26759959078685813 0.76612632584146922 0.18045170906165708 0.61503214377444237 1.2639220050000393 0.26922138247755356 0.47131535767501731 1.0549218173182442 2.3711842216271171 98.266958490943708 0.53136561927385528 0.19887221467615779 1.6629475994632237 0.25864266775170097 0.64926748971629422 0.59387884147508774 0.34385808497609094 0.56685683847172186 0.21835066191852093 0.15480489928813768 1.5119636391245865 1.1106444230258592
leaf_count=93 12 29 4 24 9 2 9 4 61 21 31 8 49 25 31 26 33 1962 10 45 51 14 67 36 28 50 5 52 57 52
internal_value=2.7773e-05 -0.00920685 0.00643924 0.000264916 -0.01116 -0.0337182 0.0353294 -3.21027e-05 -0.0144532 0.00833432 -0.0340295 -0.0463089 0.000240862 0.0314322 3.91486e-05 -5.74805e-05 0.000299587 0.000530376 -1.90141e-05 0.0122375 0.00126763 0.00850403 -0.0293155 -0.000501601 0.0229315 -0.0349828 -0.0105073 -0.0338834 -0.000104895 -0.000439769
internal_weight=117.964 2.95344 2.1085 115.01 1.51585 0.611588 0.368738 113.934 2.11651 1.23387 0.467748 0.882632 111.818 1.0594 0.740537 110.758 109.495 108.44 106.068 4.01811 3.48674 3.28787 0.90791 102.05 2.37996 1.16074 0.717014 0.498663 100.89 99.3776
internal_count=2900 146 117 2754 113 104 102 2742 145 76 55 69 2597 60 56 2537 2488 2462 2429 272 262 217 81 2157 136 86 85 80 2071 2014
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 2 2 2 2 2 1 1 1 1 1 1 1 1 0 1 1 0 2 0 0 2 2
split_gain=0.0286062 0.203851 0.14063 0.317611 0.362423 0.197354 0.148034 0.117665 0.274668 0.562707 0.173309 0.275409 0.22161 0.133642 0.568869 0.307434 0.996745 0.548494 0.410068 0.228803 0.770033 0.682125 0.305552 0.215344 0.211697 0.208134 0.53079 0.417242 0.189095 0.28181
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.34524415440000006 0.39024280710000009 39.995120105550008 0.50300889195000009 40.12915366295001 40.21994457600001 40.259171735100004 40.496232821400007 40.380906245900007 40.580626202750004 0.34515433670000012 0.34503457980000002 0.3453938505000001 0.34542378970000004 0.34545372890000009 0.34530403280000005 0.34560342505000002 0.34566330350000002 0.48181192180000004 0.34569324270000007 0.34587287805000005 0.48015029490000011 41.169697216150006 0.47760546090000006 0.47727612945000003 40.712530798250008 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 -10 11 -11 -12 14 25 18 -17 -18 24 21 -21 -19 -22 -24 -15 -14 27 -27 -25 -30
right_child=2 -3 5 4 -6 7 -8 8 9 10 12 -13 13 15 -16 16 17 19 -20 20 22 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=0.00034082141591279384 0.018417603572894799 0.034149150887327888 0.00059468517961605767 -0.058155762186477195 -0.0029638886420642425 -0.024652310047264286 0.043974785126180138 0.041012351329101096 -0.070121805132052198 -0.0025447622644611343 -0.038200846857942519 0.053206168895871597 0.034048723121521386 0.033039435265959843 -0.055091851273475247 -0.13342369525439901 0.08456966752822502 -0.078026903290910027 0.06710527672898578 0.10858855448675585 -0.058455702012952838 0.022721063937935188 0.022286513584650881 0.031816650726429439 -0.015984197900074652 0.0017351037487066798 -0.036245524030471162 0.07929806205674178 -0.05456695559380547 -0.00095459531449191117
leaf_weight=21.433002752894371 2.0436387251247643 1.945341144572011 1.4127705888822668 2.2279984487395268 2.553233790989907 1.9857844959215061 1.7749827024481417 1.5998026733150243 1.1552531136476307 2.0473650181138505 1.5553904609587323 1.5621846444209948 1.5385170584704635 1.6239289628797444 2.2165508639664031 0.55445442780501153 0.78044518735259671 1.361414595439782 1.6247730274917556 0.6644420325756063 0.87223577331314928 1.32716026622802 4.418566407133766 1.69403099430201 1.9250275809317825 8.6624895250179144 3.8210441170886034 0.75391284842044193 1.00539949027734 39.51543383271644
leaf_count=828 16 24 15 27 41 36 33 24 12 36 24 24 19 34 32 11 8 34 24 8 17 7 39 29 17 259 38 6 17 1161
internal_value=2.2784e-05 0.00315405 -0.000753683 -0.014579 -0.0286827 0.000325243 0.0247493 -0.000598714 -1.81919e-05 -0.000831786 0.000174788 0.0215838 -0.000843149 -6.17354e-05 -0.00785116 0.00224554 -5.92831e-05 0.00137266 0.025497 9.59751e-05 0.00168058 -0.0282947 0.000185301 0.00128213 0.006448 -0.000764557 -0.00481072 0.00794509 -0.00091637 -0.00228482
internal_weight=117.657 23.3783 94.2782 6.82487 4.78123 87.4534 3.18775 84.2656 82.2798 80.68 79.5248 3.60955 75.9152 74.3598 16.9925 57.3673 52.1936 51.6391 5.17373 50.8587 48.1701 2.68857 47.5057 46.6334 3.54896 14.776 13.2374 9.4164 42.2149 40.5208
internal_count=2900 852 2048 84 68 1964 48 1916 1880 1856 1844 60 1784 1760 354 1406 1331 1320 75 1312 1271 41 1263 1246 51 322 303 265 1207 1178
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 2 1 2 0 1 2 1 0 1 1 1 1 1 1 1 0 0 2 2 2 0 2 2 2
split_gain=0.0270634 0.099626 0.44505 0.160776 0.177996 0.222551 0.27726 0.236815 0.158926 0.157325 0.235269 0.131269 0.206681 0.117045 0.312137 0.322568 0.256509 0.24482 0.106076 0.103853 0.0997711 0.164158 0.0922627 0.220833 0.108435 0.0879696 0.127933 0.0775318 0.0763471 0.0878781
threshold=43.19689381845 0.34479506600000004 0.34488488370000009 43.542456167850005 0.34515433670000012 0.34527409360000011 43.874475754150005 0.37027334510000004 43.902382686800003 0.3972336157500001 0.34392682850000006 48.919835655300012 0.34193587020000005 0.47760546090000006 0.38398550940000004 0.39135055835000004 0.39167988980000007 0.39685937550000011 0.31123319660000009 0.31810424840000007 0.34632196640000007 0.51818807820000012 0.48607826115000008 44.015822920550008 48.852845034800005 43.082598263550004 0.50356276755000018 49.110028829250005 43.022303514600004 42.898324343550009
decision_type=2 2 2 2 2 2 2 2 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 9 -3 20 -5 -6 7 -7 -8 18 11 12 19 -10 22 -16 -17 -18 27 -11 -4 -22 -15 -24 -25 28 -27 -2 29 -1
right_child=1 2 3 4 5 6 8 -9 13 10 -12 -13 -14 14 15 16 17 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00032399517967667343 0.025100337124462135 0.10896953721130456 -0.0025579168421177769 -0.060105958380355401 0.053367504992892813 -0.076859972335005536 0.049564346851293593 -0.0044544931739885253 -0.03124715160467402 0.038380488963777423 -0.088930399589727469 -0.037950289864169984 0.10539950854290059 0.017126715550632585 -0.077949227578342939 0.098823085116389819 -0.10592758132808736 0.00044455619992893585 -0.023554783640241283 -0.10271913580702637 0.064369086423839886 0.0091247144393116261 0.10912775083992937 -0.016011188117322543 0.063993971143422576 -0.053695243174891605 0.0070761187306929004 -0.0094135682310204031 0.027478492014092172 -0.030706578929323915
leaf_weight=90.859787910963291 1.7716427518398661 0.41605457663536327 0.91846025906488948 0.47944895550608535 0.7909743394702663 0.8294113830779668 0.73659408651292224 0.99196786463653552 0.987817469809669 0.10039681735179307 0.54045861214399338 0.57697269379696081 0.21084785461425781 1.2431398313492521 0.56948407025629411 0.25530102243646968 0.22471344054292774 5.8255894833590673 1.1587213436141612 0.10857678456159192 1.0783118405961434 1.0732239429562467 0.47041001729667165 0.37514315299631562 0.30890168566838838 0.75079030551728354 0.64314305777679692 1.0288411080837248 0.97572407887628188 0.96206808204783456
leaf_count=1965 59 2 18 4 7 13 6 37 27 20 6 12 2 10 18 3 38 379 8 21 21 33 3 45 9 34 21 13 22 44
internal_value=3.06638e-05 0.00310025 0.00677514 0.00429721 -0.000221313 0.00188837 -0.00128819 -0.0374262 0.00469711 -0.00865021 -0.0358014 -0.00699508 0.0355476 0.00147613 0.00496213 -0.00587262 0.000636907 -0.0035062 0.00189188 -0.0349309 0.0250337 0.0368122 0.0360307 0.0563869 0.0201176 -0.000721206 -0.0256561 0.0124206 -0.000346653 -0.00064233
internal_weight=117.263 23.0714 17.5749 17.1589 14.0889 13.6094 12.8185 1.82138 10.9971 5.49646 1.53725 0.996794 0.419821 10.2605 9.27268 6.87509 6.3056 6.0503 3.95921 0.208974 3.07 2.15154 2.39759 1.15445 0.684045 94.1915 1.39393 2.80048 92.7976 91.8219
internal_count=2900 814 673 671 599 595 588 50 538 141 61 55 43 532 505 438 420 417 80 41 72 54 67 57 54 2086 55 72 2031 2009
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 2 0 1 1 2 1 0 2 1 2 0 0 0 0 2 2 1 1 1 1 0 1 0 2
split_gain=0.0260578 0.191723 0.438605 0.0948093 0.0938006 0.142774 0.256842 0.140116 0.0911764 0.128717 0.188746 0.0470677 0.0809136 0.264311 0.0636538 0.0500503 0.279216 0.111133 0.218153 0.149089 0.109656 0.0958138 0.092941 0.226483 0.162557 0.060611 0.292076 0.165628 0.120254 0.157371
threshold=0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.3972336157500001 0.42646926740000007 41.468518788800004 0.41856531240000011 0.32600820335000008 0.34193587020000005 37.572218886150004 0.34392682850000006 0.47305469895000007 42.131954243650007 0.34427112960000006 47.833738492450003 0.50041914915000019 0.61802041855000012 0.6461932277500001 0.58859016195000013 46.177190236600005 47.001379125850008 0.40259273675000007 0.48363821445000005 0.39135055835000004 0.46613873835000008 0.58736265385000019 0.47277027635000007 0.66294422320000013 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 10 -10 -11 13 -13 -14 20 -17 19 -19 22 25 -22 24 -24 -18 -16 -27 -28 29 -29
right_child=4 -3 -4 -5 5 8 -8 -9 9 11 -12 12 14 -15 15 16 17 18 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0042306745118521573 0.029734947746443391 -0.023049355172730573 0.11084415680371418 -0.11252551573621655 0.046037755459133217 0.025145378597721826 -0.14240006813442085 -0.045290586580229039 0.0045721574143912924 0.014565013298387547 -0.10452645920978952 -0.10622749546603659 -0.028634360603991656 0.0075194323660776642 0.00063601027442030745 0.10148131371231733 -0.02079670477053162 -0.10910979813279553 0.0029183671954586769 0.054512334320265067 -0.059239809742609478 -0.0011427877561011835 -0.10312261826632185 0.010269979717504794 0.053325707778534986 -0.10613936790997741 -0.11734294029346633 -0.00875065480518635 -0.10920789845010058 0.071712188065109095
leaf_weight=0.1353735004086184 1.0703988651730458 2.2581189479678869 0.36548364757163654 0.14303329763288275 0.26366938149689545 1.459462550934403 0.19123717597744871 0.46291664614318506 0.35096986265852947 2.2489096932113162 0.28928028551081297 0.3024122392239964 0.75994998216628928 0.62957295000160229 99.5429712488842 0.31712236627936308 0.56753099444904431 0.23760069988202293 0.64756445108650951 0.67110681628400914 0.58205424086554447 0.55411543037916999 0.25942195287268521 0.54870350999408402 0.61812150055789061 0.30962268338669829 0.10453294586312001 0.60834884987249871 0.073335733163972239 0.40482089016586542
leaf_count=11 12 20 24 91 32 32 38 26 15 23 45 51 11 27 1655 3 20 14 67 36 36 50 75 22 35 64 23 229 106 7
internal_value=3.34994e-05 -0.0093241 0.0388103 -0.0557536 0.00027155 -7.53008e-06 -0.0392877 -0.0121486 0.000314114 -1.34728e-05 -0.0447212 0.000246775 -5.20992e-05 -0.0293894 0.000203895 0.000410554 0.0115776 0.00354664 -0.0271528 0.0137437 -1.20839e-05 -0.0309056 2.10128e-05 -0.026131 0.0178459 0.000335294 -0.0196121 0.0028816 0.0144484 0.023399
internal_weight=116.978 2.90201 0.64389 0.278407 114.076 113.005 0.917823 0.726586 112.088 110.628 0.64025 109.988 107.739 0.931985 106.807 106.047 3.86717 3.55005 0.885165 2.66488 102.18 1.13617 1.99378 0.808125 1.18565 101.044 1.50066 1.19104 1.08651 1.01317
internal_count=2900 146 126 102 2754 2742 96 58 2646 2614 60 2554 2531 78 2453 2442 272 269 81 188 2170 86 152 97 55 2084 429 365 342 236
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 2 0 2 1 1 0 0 0 1 1 2 1 1 2 2 0 0 2 2 2 2 2 0 0
split_gain=0.0256274 0.0916766 0.129623 0.113456 0.111667 0.071168 0.0625278 0.0796153 0.057291 0.0567386 0.0533222 0.0293647 0.0259275 0.226617 0.178795 0.111484 0.147679 0.105068 0.0572098 0.193397 0.175165 0.067033 0.119536 0.108803 0.056218 0.222991 0.144556 0.0961288 0.300354 0.620742
threshold=36.173488152900006 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.49967066855000003 36.072790850000011 35.818873074050011 0.50041914915000019 32.785955158400007 0.38185982460000006 0.36543816055000006 0.4942366995000001 0.42646926740000007 0.3972336157500001 0.31308942845000004 0.31123319660000009 49.275256100300005 0.32600820335000008 0.34307356065000005 39.091773401050006 40.712530798250008 0.47305469895000007 0.47512050540000011 42.131954243650007 43.19689381845 43.542456167850005 43.740100730350001 42.898324343550009 0.50356276755000018 0.51818807820000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 -5 6 7 -6 9 -9 11 -4 13 15 -15 16 -2 -14 19 -19 -21 23 -23 -20 27 -26 -27 -24 -29 -30
right_child=12 2 3 4 5 -7 -8 8 -10 -11 -12 -13 17 14 -16 -17 -18 18 21 20 -22 22 24 -25 25 26 -28 28 29 -31
leaf_value=-0.072556461495290589 0.024003855858902363 0.10425504152685257 -0.022015987310855946 0.10183314640988457 0.10165222583273288 0.073710088502250595 -0.040784905560003692 -0.10943301218362811 0.019690506572235422 0.019662712941445323 -0.053943117579517141 0.02673830265214501 0.027352143210326019 -0.020088988831972143 -0.12890621551128573 -0.025103917677683454 -0.032461804609735724 0.010408404945111249 -0.051742883991942212 -0.12203254255692451 -0.014583642014682419 0.022676962716895215 -0.00059160592892573141 0.0067777109651805823 0.030065885832844082 -0.031296678396822951 0.0031220302084161902 -0.042431846361137941 0.091736922154451686 -0.056156445017524884
leaf_weight=0.12786734437178582 2.1998729125531322 0.15031649172306094 0.29166192486644638 0.16804810061876185 0.10033443104475714 0.17835037684790211 0.22977260487908779 0.075889305531745777 0.63082708844076762 0.061744751716837243 0.31172265624627471 0.21431326866149902 1.3979211326222856 0.38113315994996799 0.25006145365409793 1.131618148298003 0.58671256667003024 0.87802612752420717 0.64229338412178438 0.27509873732924461 0.33829413606554226 2.3358945956861126 83.022695803370368 0.62867350758824614 2.9472020107405141 1.3504809620462754 12.653065318306174 1.9467431902801302 0.60372628038749077 0.53555674726703728
leaf_count=53 113 2 44 6 3 11 18 3 115 109 5 3 29 34 33 10 9 14 30 10 34 33 1403 27 62 33 560 46 7 41
internal_value=2.63217e-05 0.00995933 0.014332 0.00835806 0.0252031 0.0151182 0.00560597 0.0178751 0.00693669 -0.0515187 -0.0214091 -0.00136539 -0.000194863 -0.00759209 -0.0631993 0.00136584 0.0121151 0.000112314 -0.000239757 -0.0196898 -0.0627731 3.21955e-05 0.000307483 -0.0227961 -0.000199532 0.00506455 -0.000197258 -0.00123578 -0.0185659 0.0222149
internal_weight=116.646 2.54085 2.41298 2.26266 1.44497 1.27692 1.09857 0.868796 0.768461 0.137634 0.817698 0.505975 114.105 4.5494 0.631195 3.9182 2.78659 109.556 108.158 1.49142 0.613393 106.666 105.395 1.27097 103.059 16.9507 14.0035 86.1087 3.08603 1.13928
internal_count=2900 372 319 317 265 259 248 230 227 112 52 47 2528 199 67 132 122 2329 2300 58 44 2242 2185 57 2152 655 593 1497 94 48
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 1 0 0 1 0 0 0 2 0 0 0 1 1 2 2 1 2 2 1 1 1 0 2 1
split_gain=0.0247635 0.168072 0.403512 0.0857076 0.0848379 0.0306654 0.182611 0.11505 0.0898242 0.08744 0.127125 0.0756943 0.23991 0.226072 0.0710999 0.0476458 0.0534945 0.452563 0.174457 0.159211 0.361252 0.253308 0.0531671 0.412234 0.374819 0.35227 0.164655 0.294026 0.188454 0.147497
threshold=0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.3972336157500001 0.43780126340000008 0.31148768000000004 0.43447800965000011 0.4588185982500001 0.34307356065000005 0.46928235680000008 0.42646926740000007 0.41155953415000007 35.818873074050011 0.47440196400000006 0.47512050540000011 0.47727612945000003 0.34392682850000006 0.34446573455000007 42.541806567400009 42.773538294100007 0.34500464060000008 44.086690780350004 43.933728833200007 0.34587287805000005 0.35394149875000008 0.37852160115000005 0.52646627350000019 48.008184682100008 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 11 -7 -10 -11 12 -8 -14 -12 -16 19 -18 -19 21 -21 -17 23 29 -24 -26 28 -28 -27 -20
right_child=4 -3 -4 -5 5 8 7 -9 9 10 14 -13 13 -15 15 16 17 18 22 20 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0014090812637555313 0.028398116144393977 -0.021855304700553538 0.10883985547757101 -0.11157257921847141 -0.092900167020846414 0.030864369095911781 0.074433125130190264 -0.043086717295500017 -0.026633412972884424 0.04395216105417786 -0.025632908489111109 0.038371948469018584 0.022544882548005404 -0.12785445933905909 0.017257374166709499 -0.056531601605617821 0.10688569002048941 -0.048838104041075386 0.036278809946235446 0.062414001367614116 -0.026388166206349095 -0.00088676401742250198 0.056204102351308273 -0.06320649531680872 -0.11651535519035489 -0.0028112766288906055 -0.11176850186912771 0.0017756116573974376 0.090079477258426674 -3.6739594416161659e-05
leaf_weight=0.13529196789023901 1.0612208202001046 2.242946021258831 0.34460338510143629 0.13329639790140391 0.24636971287509268 0.94783969032506732 0.21634212452045154 0.4721665160395786 1.2237757616358056 0.66147630926070533 1.0730914288155862 0.6555989380453866 0.19077869226171629 0.20990944350796781 1.6196675276987651 1.3392009420786046 0.39822327345609565 0.72408990934491058 1.1328766043297935 0.83757827663794149 1.0111272921155885 2.1023735573689919 1.3559031672775725 1.0298752035305359 0.25470140576362599 0.43477938951400563 0.23685655333201783 6.1438379400979102 0.4388548944843933 87.536000869749529
leaf_count=11 12 20 24 91 33 60 8 37 49 20 15 12 15 40 24 21 3 9 9 9 56 31 8 23 5 32 74 360 9 1780
internal_value=2.49193e-05 -0.00917157 0.0372233 -0.054662 0.000256231 -9.24966e-06 -0.0123089 -0.000929193 0.000212381 -5.28136e-05 0.000247459 0.0147119 -0.010427 -0.0562452 -2.10455e-05 0.000236787 -2.5822e-05 0.000494211 6.74967e-05 -0.00982494 0.0138447 -0.0225395 0.000426778 -0.000303365 0.00781463 -0.000923038 0.00313544 -0.00243924 0.0438508 0.000427245
internal_weight=116.411 2.85614 0.613192 0.268588 113.555 112.493 1.99117 1.7448 110.502 109.554 108.331 1.27263 0.61703 0.400688 107.669 106.596 104.976 99.686 99.2878 5.29028 1.84871 3.44157 98.5637 89.6988 8.86493 7.50903 7.25433 6.38069 0.873634 88.6689
internal_count=2900 146 126 102 2754 2742 145 112 2597 2537 2488 75 63 55 2468 2453 2429 2312 2309 117 65 52 2300 1812 488 480 475 434 41 1789
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 2 2 2 1 2 2 2 0 1 1 1 0 2 2 0 2 0 2 0 1 0 0 0 2
split_gain=0.0279545 0.16645 0.121763 0.088112 0.620002 0.191035 0.295201 0.272744 0.113784 0.154995 0.131556 0.120378 0.115844 0.107849 0.0779299 0.260515 0.310588 0.108726 0.120656 0.275283 0.126767 0.751835 0.108001 0.327712 0.0845796 0.0996487 0.068228 0.0672173 0.0845424 0.0642176
threshold=39.420767558750008 39.268993001500007 39.530201452500002 39.039757512550004 0.52266399210000014 0.45280081435000008 37.663157789700008 38.703421923500009 38.318569170500005 0.39772761295000009 38.175120519550006 37.737818700150008 34.542090938800008 0.56369569775000017 0.38733870245000007 0.37852160115000005 0.37027334510000004 0.50300889195000009 37.572218886150004 37.020641110850008 0.50041914915000019 36.514114975300011 0.52266399210000014 37.272044000450002 0.49850303880000008 0.35814795965000007 0.52877159370000015 0.62143349005000015 0.62406814170000013 33.96174662340001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 13 8 9 10 14 12 -11 -7 15 16 17 18 19 20 21 24 -16 -24 25 29 -10 -15 -29 -1
right_child=2 -3 -4 4 -6 6 -8 -9 26 11 -12 -13 -14 27 22 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.039303743534629454 -0.026226728878118395 0.031299005165484999 -0.00023667170071050574 -0.061726000206848812 0.023866320123306351 0.076665834849852663 -0.094934553812624348 0.03155837689991798 -0.035871042183349834 0.015481740320771074 0.04452501586221376 -0.001034861527183634 -0.10733570678356313 -0.10444976112052627 0.049678728438210182 -0.054913342369054444 0.069312006936486995 -0.044297092402095922 -0.026021792019462083 0.06372508080608745 0.020358719640317553 -0.14418361499167318 0.046887510906699376 -0.04267846690135043 0.051772633531560724 -0.039935713894552465 -0.0020099011514560236 0.097582640996234607 -0.10279376234957337 0.038367181649456697
leaf_weight=0.13373020712727368 1.8390431949956099 1.9235631173942227 90.977295788177912 1.52096624020487 1.9078856920532414 0.1908925552124846 0.47571375133168203 3.2876103947637594 1.2943993166018111 0.10250927068258953 0.8571514789946385 0.43704165205576828 0.30619824097229298 0.07406375969131318 0.78498630790272761 0.81194058712571848 0.67620549275306974 0.55742066539823998 1.1762747705506624 0.78029456391232077 1.3988188058137891 0.38383815745726213 0.86463400953471115 0.77438740436627995 0.40576117951422919 0.41856147290764056 1.1013841379317453 0.057324065941429581 0.033281090357057508 0.52177968577962019
leaf_count=57 24 24 2024 14 34 7 58 40 26 48 11 30 73 79 15 19 13 10 23 17 11 9 36 19 10 16 20 4 93 36
internal_value=2.52159e-05 0.00312533 -0.000751633 0.000585195 -0.0141006 0.00339738 -0.0434151 0.0056764 -0.000495209 0.00367093 0.00697424 -0.0375185 -0.0765315 0.0255138 0.00365212 -0.00152849 0.00518892 -0.00231745 0.00216618 0.0103677 -0.00239391 -0.0194714 0.0191782 0.00457033 0.0128764 -0.00181779 -0.0203045 -0.0337841 0.0239804 0.0225216
internal_weight=116.075 23.2586 92.8163 21.3351 3.42885 17.9062 0.831275 17.0749 13.7873 11.3915 10.5458 0.845749 0.408708 0.355561 9.68863 7.26463 6.45269 5.77648 5.21906 4.04278 3.26249 1.86367 2.42401 1.63902 1.47983 1.07407 2.39578 0.164669 0.0906052 0.65551
internal_count=2900 852 2048 828 48 780 241 539 499 453 302 151 121 183 291 221 202 189 179 156 139 128 70 55 119 109 46 176 97 93
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 2 0 2 0 0 2 2 2 1 2 2 1 0 1 0 1 0 1 2 1 2 0 0
split_gain=0.0247606 0.39652 0.146456 0.168792 0.140742 0.124595 0.313285 0.78705 0.338453 0.310695 0.243562 0.299856 0.240487 0.376986 0.34782 0.237497 0.429269 0.312215 0.239471 0.668266 0.230924 0.188905 0.580256 0.191461 0.191313 0.416095 0.169583 0.789669 0.698381 0.662206
threshold=41.322103772800006 41.395309858300003 41.134354310300004 41.21013581150001 41.061442884200012 0.56704889075000009 0.42067602765000006 38.938637541200009 0.55671985870000007 38.512991772500008 0.54317236010000014 0.53905571685000009 40.79983011445001 40.380906245900007 40.532725462000009 0.39078171310000004 40.21994457600001 39.945535567850008 0.39904493880000008 0.52772372085000019 0.43887907550000005 0.52215502530000013 0.38906020780000011 0.51484985480000012 0.36998892250000009 39.788107623550012 0.34524415440000006 39.468990633150007 0.47943175355000006 0.47694679800000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 10 9 -9 -8 11 12 13 15 -15 16 17 21 19 -17 -7 22 23 24 25 26 28 -28 29 -1
right_child=1 -3 3 -5 -6 20 7 8 -10 -11 -12 -13 -14 14 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.016526437059571419 -0.044009289619688002 0.00017473260808210773 0.038314521215786622 0.0037725561133428718 -0.029355873464012739 0.087214862998177933 -0.0029188233533210444 -0.075969961338923045 -0.018293386141120773 0.075676974566292576 0.033538715480485162 -0.042567885373152738 -0.025727347739700743 0.066825264104257182 0.012001055845115771 -0.13068960969960139 -0.037290177413374287 0.037611090099315958 0.014146814218470012 -0.0049993701919032333 0.0072497579986883906 0.021278638802839131 -0.071443446662123058 0.032667957783686731 -0.035730446067401354 0.060226648820902479 0.0019050125000391006 -0.089771623061173325 0.084111484252063648 -0.070187971851735295
leaf_weight=3.3186628095239623 2.1096346189697206 54.570586195632131 2.1919135257339795 3.9895815751829105 1.6103119829177774 0.45770385040600503 1.2678793624520488 2.0325657399371266 2.0371067316591507 0.83367782831192005 2.4108074728557645 1.5324839380918991 2.7967985113500609 1.6818610624759447 3.709563935881306 0.64101674512312401 2.3918701615184537 2.9497075354556719 0.93533671171849153 1.2437637927359899 1.7116407885330955 4.5367703261144916 1.1144042136147607 1.933314868248998 1.4171834273147386 1.1576886754482973 5.8439233425513137 1.1195678917283656 1.0483507383614776 1.1987815350294111
leaf_count=124 22 1518 22 44 22 23 78 32 38 8 53 23 33 25 39 45 27 33 36 34 359 36 13 24 32 11 108 15 11 12
internal_value=2.35742e-05 -0.00146979 0.00145545 0.0160209 -0.000245501 0.000667878 -0.000367229 -0.0214366 -0.0470995 0.0282598 0.00265786 0.000822857 0.00252619 0.00470653 0.0291035 0.000442896 0.00322594 0.00700579 -0.0272188 -0.0477468 0.0241214 0.00302686 -0.00153488 0.00303777 -0.000754865 0.00286659 -0.0024334 -0.0128345 0.0105796 -0.00648472
internal_weight=115.794 56.6802 59.1142 6.1815 52.9327 51.3224 49.1531 6.17123 4.06967 2.10156 42.9819 40.5711 39.0386 36.2418 5.39142 30.8503 28.0302 25.6384 2.82012 1.88478 2.16934 22.6886 18.1519 17.0375 15.1042 13.687 12.5293 6.96349 5.5658 4.51744
internal_count=2900 1540 1360 66 1294 1272 890 156 70 86 734 681 658 625 64 561 446 419 115 79 382 386 350 337 313 281 270 123 147 136
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 1 2 1 1 1 1 0 0 2 0 0 0 1 2 2 2 1 0 0 1 1 0 1 0
split_gain=0.0250775 0.0613464 0.0544984 0.0423052 0.0495312 0.0410928 0.0405921 0.0345868 0.02605 0.519505 0.400736 0.182811 0.238424 0.415422 0.359601 0.23189 0.236894 0.135333 0.452258 0.673923 0.483967 0.166598 0.147933 0.271536 1.88332 0.380478 0.281895 0.275567 0.506343 0.497415
threshold=35.461062230100005 33.96174662340001 0.38906020780000011 34.542090938800008 35.131296350900008 0.39458399450000009 0.43166372265000008 33.151194885250007 0.35585760905000008 0.35165114815000004 0.35759408400000009 0.35877668335000007 0.50041914915000019 0.49850303880000008 37.797539186950011 0.48119816770000007 0.47727612945000003 0.50579323975000012 0.37852160115000005 39.685256516350002 43.147345722250009 40.337496327150006 0.38042274180000007 0.51484985480000012 0.51929582950000019 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.39388042275000007 0.52772372085000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 -1 9 -2 -10 -12 13 14 -13 16 -16 21 19 -19 -21 -14 -20 -24 -25 -26 -27 -28 29 -29
right_child=8 3 5 4 -6 6 -8 -9 10 -11 11 12 17 -15 15 -17 -18 18 22 20 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.064540738715525486 -0.00033168316070299766 0.062199338746430459 0.10109878831818381 -0.012516466107958433 0.035564716335410078 -0.10208258166924029 0.04368175970060309 0.0043262109863102067 -0.065466895170625608 0.055172273551150279 0.043169814495738645 0.058874100859130252 0.0039012415400232845 -0.078048371061725769 -0.03802955470258846 -0.054903763939199171 0.054388965788843696 0.014918869902960841 0.033690577144810704 -0.14677740606956277 -0.017217124118533034 0.047599194015531754 0.055603729337767027 -0.17465771067626201 0.035030373317034409 -0.035594855082689045 0.029253927292830186 -0.11621119570914901 0.0011384927971154236 -0.0056177179476471087
leaf_weight=0.21056076701967796 54.518974494553731 0.24211451690442209 0.055372750386595726 0.3748185391868617 0.5001502711181729 0.030389588620721497 0.05144745706731868 0.11156854425075835 0.96717314897978113 1.7401529980270414 0.94052018673391913 0.67286879720631931 2.638443840667605 1.0716619249033099 0.54916395688883335 1.1900114048435169 0.56036828085780144 1.0191442249342793 1.3616756854135008 0.72903016896452733 0.47693899601290468 1.3034946071129523 0.86793133914124965 0.61482463519155217 3.1560129255740312 2.2291803574189535 3.1620639302300324 0.74456391812054679 32.367200554129454 0.89619731737002439
leaf_count=66 835 36 2 36 24 17 118 13 17 28 17 8 27 16 40 39 6 15 17 33 34 36 22 14 41 19 33 46 1217 28
internal_value=2.86959e-05 0.0125549 -0.0182085 0.0252046 0.0149677 0.0345689 -0.0104468 -0.0406889 -0.000144858 0.00138511 -0.00164133 -0.000549747 -0.00128916 -0.0246706 -0.00542595 -0.0242408 0.00864634 0.000544511 -0.000929346 -0.044947 -0.0955387 0.018351 0.00122803 0.000224276 -0.000889124 0.00162143 -0.00105474 0.00101672 -0.00160878 -0.0558041
internal_weight=115.354 1.57642 0.459339 1.11708 0.874969 0.13721 0.081837 0.322129 113.778 56.2591 57.5185 56.5513 55.6108 4.04407 2.97241 2.29954 1.10953 51.5667 47.6248 2.22511 1.20597 3.94194 45.3997 44.038 43.17 42.5552 39.3992 37.17 34.008 1.64076
internal_count=2900 312 216 96 60 137 135 79 2588 863 1725 1708 1691 109 93 85 46 1582 1519 82 67 63 1437 1420 1398 1384 1343 1324 1291 74
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 0 1 2 1 2 1 0 1 1 1 1 1 2 2 1 2 1 1 1 1 2 0 1 1
split_gain=0.0240412 0.311721 0.172359 0.151077 0.196919 0.154801 0.303419 0.152731 0.139195 0.130094 0.49229 0.271204 0.261055 0.814099 0.160334 0.394063 0.276777 0.234546 0.494717 0.208887 0.173031 0.122114 0.100116 0.411034 0.110219 0.459218 0.252414 0.217529 0.243095 0.308561
threshold=0.48181192180000004 0.34458549145000011 0.48101853240000009 0.48041974790000003 0.48015029490000011 0.35319301815000009 0.47778509625000004 0.35814795965000007 48.008184682100008 0.34587287805000005 42.131954243650007 0.34569324270000007 0.47905751325000007 0.34500464060000008 0.34536391125000004 0.34524415440000006 0.34500464060000008 0.34458549145000011 42.541806567400009 41.261521012900012 0.34446573455000007 42.297164883650005 0.34494476210000008 0.34503457980000002 0.34581299960000006 0.34587287805000005 41.289992964000007 0.48368312325000012 0.34632196640000007 0.34692075085000007
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 -7 21 11 -11 12 14 -14 15 16 17 20 -19 -16 -1 -9 -3 -24 26 -26 -25 -27 -29 -30
right_child=1 22 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 19 -17 -18 18 -20 -21 -22 -23 23 24 25 27 -28 28 29 -31
leaf_value=0.00054187286634547105 0.069730461097638183 -0.022736237190739531 -0.021598723813310756 0.022756117649207541 -0.049646420148662107 0.039947366266636496 0.078433079584743701 -0.015205323779973724 0.025437477291971124 0.023278632516737389 -0.084585183819291587 0.044424236141710476 0.020796040366230513 -0.065722183267586595 -0.007991406516309944 -0.063354433424637854 0.026585399252364098 -0.046974202496323392 0.026380594322699954 0.054237533602282312 0.052904977285438838 -0.11241997074945953 0.070351439739599855 -0.039878118800413011 0.068981827454659528 0.037742632849636575 0.0051725627209493752 -0.047436820302647446 0.043745263965710601 -0.00089882863850275366
leaf_weight=10.69698983487833 0.65546055501908895 1.8144399933516968 4.0208948752770075 2.7506752873305222 0.83287509856745501 0.52817982215331871 0.72080485988408316 0.27859872733984048 0.2980203852057457 0.87067684830878878 0.82315850442921601 1.2768536403164024 2.0493110418319693 2.3174875716795214 0.95214629871770684 0.97059400085308212 3.6882461414280092 2.9198713329130035 1.3419291533064095 1.2444258095806615 0.67062760949920708 0.2409741455958283 0.84576745331287284 2.1613089907914391 0.9879494421184053 1.5156067023635831 2.9292975496500731 1.0887414999306191 1.5879441294819105 61.776331117161007
leaf_count=362 8 15 38 24 12 19 9 29 3 17 28 19 14 33 12 30 53 43 25 40 8 25 4 21 7 12 25 10 13 1942
internal_value=2.16556e-05 0.00106899 -0.0019769 0.00024728 -0.00164487 -0.000391164 0.0260763 -0.00196631 -0.0290433 -0.00222526 -0.0291403 -0.0006045 -0.00274571 -0.0251197 0.00159956 -0.00117899 0.00194494 -0.00386974 -0.0238767 0.0272632 0.00363101 -0.0602928 0.000466571 0.00104413 0.000230527 0.00130899 -0.0139545 0.000295523 -0.000585042 0.000219977
internal_weight=114.856 75.3628 39.4933 35.4724 32.7218 31.8889 2.06658 1.34577 0.817593 29.8223 1.69384 28.1285 26.8516 4.3668 22.4848 20.2883 19.3177 15.6294 4.2618 2.19657 11.3676 0.519573 74.7074 72.8929 72.0472 66.9566 5.09061 65.9686 64.453 63.3643
internal_count=2900 2057 843 805 781 769 85 76 57 684 45 639 620 47 573 521 491 438 68 52 370 54 2049 2034 2030 1984 46 1977 1965 1955
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 0 2 1 1 2 2 0 1 0 0 2 2 2 2 1 0 1 0 0 2 2 0 1 0
split_gain=0.0289376 0.329811 0.140167 0.540446 0.537293 0.372149 0.640261 0.558314 0.422807 0.366706 0.270854 0.669537 0.423606 0.340696 0.458726 0.213781 0.170919 0.30132 0.205309 1.39237 0.459564 0.718964 0.583754 0.378985 0.526353 0.32976 0.234784 0.182468 0.577326 0.448438
threshold=41.322103772800006 41.395309858300003 0.36000419150000007 0.48607826115000008 0.36254902550000007 0.34581299960000006 0.48181192180000004 40.259171735100004 0.34554354660000003 0.34542378970000004 40.21994457600001 41.061442884200012 0.47851860725000006 0.3447052483500001 0.47694679800000012 0.47470135625000004 41.21013581150001 41.134354310300004 40.08085804200001 40.305698932850007 0.42067602765000006 0.55671985870000007 0.39904493880000008 0.56323163980000013 0.57507260265000015 39.893178577750007 39.788107623550012 0.51700547890000015 0.36927038110000004 0.52161611930000007
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 7 -7 9 10 13 12 -12 14 15 -1 17 18 25 -20 22 -22 -21 -23 -25 26 27 28 -6 -29
right_child=1 -3 4 -5 16 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 21 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00045567978720844558 -0.040071338049460427 -6.7342118280872571e-05 -0.099453970513170634 0.056079957003978213 -0.010034952228029918 -0.081929546667020958 0.071162146696369319 0.045790396850673591 -0.047380118489515843 0.050850373677937613 -0.0095470637227121537 0.019974686105309114 -0.073523346008397689 0.034425810165858266 -0.063342429037238912 0.068406525027882956 -0.037662216992979919 0.052038497207671945 -0.11650997228134052 -0.010267383896193027 -0.075196158462443555 0.064340435857955361 0.075580778241370716 -0.081547067707246207 0.054862463076393655 0.037758933655885285 -0.055170879361126336 -0.056316373533131417 0.054339026923707547 0.0013165705435180702
leaf_weight=2.6180794555079232 2.1423860604236316 54.188368087289973 0.56171083187143622 2.091055304859764 3.3816499105587488 0.68821617690226522 1.912953946739435 0.68087795982137322 1.9038812248036254 1.4267547801136959 2.023378360656352 2.965053429667023 2.11866362800356 3.3979946956827405 1.1090191733092067 0.54460434149950732 1.2163544772170087 1.0970053389319208 1.1586511983405205 1.6985437826951968 1.4995575529756027 0.90373370633460615 1.4842002907535059 0.65001838863827266 0.50080948568711392 2.4944162929359655 0.76197702381978061 1.5010472241556261 2.3692193374490671 13.424044359197643
leaf_count=114 22 1518 19 37 42 38 11 7 18 13 28 27 21 42 12 4 20 12 32 27 18 9 17 17 51 39 16 29 48 592
internal_value=2.67967e-05 -0.00158878 0.00159093 0.00755789 -0.0024464 0.00281432 0.0337967 -0.0184119 -0.00280136 0.00243655 -0.00223799 -0.0163024 -0.0422711 0.0107947 -0.00800301 0.0114022 -0.000850374 0.000509578 -0.00126646 -0.0152495 0.00216594 -0.0225501 0.029766 0.0158745 -0.0221853 0.00334669 -0.000657358 0.00135164 0.0164856 -0.00447969
internal_weight=114.514 56.3308 58.1835 23.4805 34.7029 21.3895 3.28205 1.36909 18.1074 16.2035 14.7768 7.1071 4.14204 7.6697 4.2717 3.16268 34.1412 32.9249 31.8279 7.89551 6.73686 3.55412 3.18274 2.05456 1.15083 23.9324 21.4379 20.676 5.75087 14.9251
internal_count=2900 1540 1360 372 988 335 56 45 279 261 248 76 49 172 130 118 969 949 937 171 139 95 44 77 68 766 727 711 90 621
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 1 1 1 1 1 2 1 1 2 0 2 2 2 2 2 1 0 1 0 0 0 1 1 2
split_gain=0.0239025 0.263347 0.115432 0.469248 0.587902 0.735288 0.457928 0.239128 0.266956 0.20188 0.597366 0.46351 0.586942 0.499433 0.298134 0.256619 0.137151 0.251205 0.177309 0.729113 0.456295 0.381826 0.592052 0.501981 0.318369 0.441692 0.170635 0.468484 0.182856 0.413698
threshold=41.322103772800006 41.395309858300003 0.36000419150000007 0.34632196640000007 39.852039223600009 38.592454371550012 0.36254902550000007 0.34554354660000003 0.34542378970000004 0.34524415440000006 0.34512439750000007 40.982542372850013 0.3447651268000001 0.34458549145000011 40.380906245900007 0.47694679800000012 41.21013581150001 41.134354310300004 40.036761086100007 40.305698932850007 39.945535567850008 0.42067602765000006 0.55671985870000007 0.39904493880000008 0.56323163980000013 0.57507260265000015 0.49850303880000008 0.36501901140000009 0.36998892250000009 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 9 10 11 12 13 14 15 -1 17 18 20 -20 26 23 -23 -21 -24 -26 -8 -28 -29 -30
right_child=1 -3 6 4 -6 -7 16 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 22 24 -25 25 -27 27 28 29 -31
leaf_value=0.0085449291884551574 -0.035594327419144513 -6.0607451788693483e-05 -0.093803118372502353 0.053735291204216766 0.07670972540373884 -0.096608299189084382 0.040249690948189504 -0.023900718060701868 0.047617158873436288 -0.025448916534522255 0.06218252580341186 -0.046495473757596911 0.044249335455476324 -0.06417955729912439 0.059390694359957856 -0.047336690140172333 -0.033569642893474326 0.04817654416263531 -0.069053773249005121 -0.0092185018303798834 0.056088450415757364 -0.068809307806773842 0.059939890417776476 0.071316496911240118 -0.076073912188180215 0.050722210842734067 -0.091312484870185381 0.024464304915275015 -0.00083798985653591872 -0.092694485131268808
leaf_weight=3.1911282926768383 2.1691650639322679 54.18907845689705 0.53729953988317802 0.77585695801397425 1.9613130658399311 0.56017305174100329 0.98781267629352498 3.2023877911269656 1.4067591056227673 2.2666217577224179 1.6990771696461013 1.8977547523681995 2.9948507987633661 1.3199080668564418 0.83696105337003235 1.106788210570812 1.2275559828881331 1.0680296216451086 1.8479992699276389 1.7024096458917486 1.5340910460799921 1.4761627767002212 0.87465044716373075 1.4191336510120889 0.62828585982788332 0.48821175475961809 0.57475096918642776 2.6999557553790536 16.847072211830916 0.50499966032293642
leaf_count=117 22 1518 19 35 29 12 17 27 14 29 18 22 28 14 15 12 20 12 42 27 19 18 9 17 17 51 11 28 666 15
internal_value=3.61152e-05 -0.00142826 0.00146798 0.00691648 0.0418596 -0.00930104 -0.00220773 0.00113302 0.00592779 0.00209793 0.00688377 -0.00139627 0.00766093 -0.00931513 0.00478765 -0.00584556 -0.000755172 0.000478433 -0.00113443 -0.0135451 0.0033888 0.00202368 -0.0208174 0.0273948 0.0147621 -0.0206297 -0.00035155 -0.00229594 0.000255544 -0.0035113
internal_weight=113.996 56.3582 57.638 23.2196 3.29734 1.33603 34.4184 19.9222 16.7198 15.3131 13.0465 11.3474 9.44964 6.45479 5.13488 4.29792 33.8811 32.6536 31.5855 8.43685 23.1487 6.58885 3.46731 3.12154 1.99115 1.1165 21.6146 20.6268 20.052 17.3521
internal_count=2900 1540 1360 372 76 47 988 296 269 255 226 208 186 158 144 129 969 949 937 181 756 139 95 44 77 68 737 720 709 681
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 1 0 2 1 0 2 2 2 2 0 1 2 2 1 0 1 1 1 0 0 0 1 1 1
split_gain=0.021532 0.146207 0.250807 0.326092 0.192896 0.341983 0.102788 0.101872 0.0985918 0.129284 0.310015 0.293664 0.174954 0.0737816 0.113862 0.216445 0.217533 0.154506 0.218571 0.130091 0.121036 0.0988751 0.0568689 0.212936 0.084837 0.357847 0.422594 0.216012 0.185002 0.217236
threshold=0.47727612945000003 0.34524415440000006 41.21013581150001 0.34581299960000006 0.34506451900000007 0.47648274005000008 0.34427112960000006 0.46594413340000007 48.919835655300012 0.31100865245000009 0.39614083410000006 48.680511450650009 44.921040431000009 42.773538294100007 41.792045663550006 0.47470135625000004 0.33960061075000009 39.468990633150007 37.511241581900002 0.33263974130000007 0.42314601355000009 0.34392682850000006 0.3447651268000001 0.34479506600000004 0.47778509625000004 0.47868327295000007 0.47905751325000007 0.34545372890000009 0.34521421515000011 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 4 -3 -4 5 8 -2 -5 9 10 12 13 -1 14 15 16 17 18 19 20 -11 -15 -8 -24 -25 27 -27 -26 -28 -30
right_child=6 2 3 7 -6 -7 22 -9 -10 11 -12 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=-0.10203950092972516 0.039368380303608709 0.020236301172650559 -0.12670818238835135 0.0060929028826929429 0.036838994102527389 -0.051086818435555008 -0.01171232830493641 -0.052101462732126291 -0.015238865199453944 -0.10432742652571231 -0.098329535663343015 0.068027812488516873 0.072482869990529969 0.0086601064234169186 0.036615410800849908 0.046754851119575808 -0.030583615652637227 0.044402558351239005 -0.11007819952679727 0.083753567199343029 0.029399390903488583 -0.040984823304886481 0.04915634513567782 0.014408782634314145 -0.08067931314500626 0.050396152841838571 -0.0206664556693015 -0.0094905392298195636 0.032708971468974835 -0.00015893913255559915
leaf_weight=0.07326498364931211 0.67945165626315329 0.78280379579611237 0.40255336493669336 0.60724309120212161 1.3289013209792404 1.3346486334171448 3.7641813312657169 0.5960969535735785 2.4687321353703728 0.11359181251918771 0.36127202238276368 0.81043223291635502 0.26594771642703563 0.86785123086883664 1.2491309119504874 0.88565698591992248 1.9854188293526531 0.95902336827202816 0.18675302762494539 0.18265653267735615 0.16746651160065085 0.74605306191369891 0.90273819118738075 4.1010718098841599 0.86663168534869217 1.6706708556448564 4.2732905341545111 0.83878685958916321 2.0641104090027502 77.987660714700127
leaf_count=93 16 53 45 35 22 27 30 19 26 44 24 4 9 38 29 8 42 19 16 9 6 12 5 35 29 18 42 24 17 2104
internal_value=4.44604e-05 -0.00330997 -0.0261747 -0.048798 0.000594912 -0.00321021 0.000609888 -0.0227348 0.00243291 0.00735999 -0.0338665 0.0109016 0.0347886 0.00459723 0.00991699 0.00247378 -0.00843549 0.0188858 -0.0187352 0.0180516 -0.0246473 -0.0142891 0.000336905 0.00082615 0.000350895 -0.000306479 0.000593067 -0.0456661 -0.000393645 0.00068855
internal_weight=113.524 16.3755 2.3887 1.60589 13.9868 12.6579 97.1486 1.20334 11.3233 8.85452 0.700485 8.15403 0.339213 7.3436 5.7297 4.48057 3.59491 1.60949 0.650468 0.463715 0.281058 1.6139 96.4691 92.705 91.8022 87.7012 85.9957 1.70542 84.3251 80.0518
internal_count=2900 580 152 99 428 406 2320 54 379 353 126 227 102 223 173 144 136 94 75 59 50 50 2304 2274 2269 2234 2181 53 2163 2121
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 0 2 1 1 1 2 1 1 0 2 2 1 1 2 1 1 0 2 1 2 2 1 1 0
split_gain=0.0229122 0.181517 0.124728 0.300608 0.152453 0.0719843 0.0898153 0.1253 0.151926 0.045042 0.140718 0.139767 0.0596377 0.0896363 0.0441967 0.177381 0.038363 0.172555 0.41356 0.153611 0.158665 0.161607 0.23907 0.194612 0.184579 0.173693 0.143909 0.144217 0.113937 0.263653
threshold=0.39672464895000009 0.31123319660000009 0.39614083410000006 49.110028829250005 44.921040431000009 0.3972336157500001 0.42646926740000007 35.818873074050011 0.31308942845000004 0.32600820335000008 0.34193587020000005 37.572218886150004 0.34392682850000006 0.34427112960000006 0.47305469895000007 42.131954243650007 43.19689381845 0.34479506600000004 0.34488488370000009 43.542456167850005 0.34515433670000012 0.34527409360000011 0.47727612945000003 43.874475754150005 0.37027334510000004 44.215931556700006 44.710446918150005 0.36195024100000012 0.34632196640000007 0.51818807820000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 -8 11 -11 -12 -14 15 -15 -16 -18 -19 28 -21 -22 -23 24 -24 -25 -27 -28 -20 -30
right_child=5 -3 -4 -5 -6 6 9 8 -10 10 12 -13 13 14 16 -17 17 18 19 20 21 22 23 25 -26 26 27 -29 29 -31
leaf_value=-0.10184557277289204 0.02646880674504833 -0.049312585716943143 0.023410157495586666 -0.11145440432803698 0.068273672368429114 0.027377056066568619 0.018162038495617979 -0.017724294755116343 -0.12334909082698578 -0.0053263910382896646 0.016662254817705439 -0.10410960479831621 -0.033594309579053974 -0.10411112334498325 -0.00045684503542550844 0.0041208336695674466 -0.059927504568162482 0.10836253636369089 -0.0044790415264193886 -0.057983564927565102 0.046035972995150595 -0.10515509965473098 -0.064948182893149922 0.027574842710683625 -0.00055681126875631326 -0.045735602371769421 0.074495993215431433 -0.00062770756197462604 0.077907003805912423 0.0045617028303334061
leaf_weight=0.066412708588926894 1.0385720155754814 0.79465191220060649 1.4014049591496587 0.26066374685615301 0.25471504044253379 0.24180746905128003 1.3883544066920865 0.35344522911691456 0.22152564584860102 0.32347620220389117 2.182321958243846 0.25705074793313543 0.79014318343251844 0.20242434093068951 85.988068769578376 0.60102097337767191 0.4024625606834914 0.38800655305385845 0.91044143786712384 0.46639431640505691 0.76255303621292014 0.21821929333964263 0.81571787409484275 2.7057696064875909 0.97999732974494691 0.68517503371140254 0.26642324868589629 6.2566013472189752 0.90727387683000404 1.0658912859526024
leaf_count=93 12 29 9 6 9 24 32 37 35 15 23 45 13 49 1781 27 5 2 18 4 7 21 7 45 36 34 5 430 14 33
internal_value=4.02972e-05 -0.00892952 0.00725167 -0.0316705 0.0330912 0.000265954 1.71568e-05 -0.0330195 -0.0584196 0.000265707 3.38777e-05 -0.0490665 0.000301283 -4.06765e-05 0.000215177 -0.0231477 0.000397739 0.00476375 0.00634855 0.00388091 -0.00070046 0.00140478 -0.0014485 0.00048416 -0.0298071 0.00597081 -0.00213878 0.00244061 0.024784 0.0382863
internal_weight=113.197 2.77785 1.9832 0.581791 0.321128 110.419 109.381 0.816778 0.574971 108.564 107.175 0.580527 106.595 104.413 103.622 0.803445 102.819 16.8309 16.4285 16.0405 13.1569 12.6905 11.9279 11.7097 1.79572 9.91397 7.2082 6.52302 2.88361 1.97317
internal_count=2900 146 117 108 102 2754 2742 96 72 2646 2614 60 2554 2531 2518 76 2442 661 656 654 589 585 578 557 43 514 469 435 65 47
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 2 2 0 2 0 2 1 0 1 1 1 0 0 1 1 0 1 1 1 0 0 2 2
split_gain=0.0232862 0.102153 0.146676 0.210099 0.140892 0.0986086 0.0711941 0.132648 0.249128 0.0590129 0.0544497 0.0447907 0.0612713 0.0345072 0.277025 0.134659 0.142922 0.087119 0.0768794 0.125354 0.166606 0.074437 0.297186 0.13138 0.0793969 0.116418 0.145843 0.192586 0.397973 0.657667
threshold=49.49736495185001 51.779769178100004 0.58182389750000019 0.66697104880000013 0.61532588845000014 49.110028829250005 0.39614083410000006 48.461603274950008 48.315732392000008 0.55335169605000012 44.921040431000009 0.39950899675000007 48.919835655300012 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.47777012665000013 0.46208197360000008 0.6166282446500001 0.66294422320000013 0.57987784795000008 0.45280081435000008 0.56859076075000015 0.45877368940000007 0.44705248345000009 0.43967246490000006 0.56704889075000009 0.54910032635000017 40.878805547300004 42.297164883650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 -4 -3 6 7 8 10 -2 -1 -8 13 17 -15 -16 -17 21 -18 -20 -21 24 -23 -24 25 26 27 -13 -29 -30
right_child=1 4 3 -5 -6 -7 11 -9 -10 -11 -12 12 -14 14 15 16 18 -19 19 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10155351171881739 0.020075378461735346 -0.11183553943655251 -0.10399182378602048 0.062340236775732742 0.012360447919962743 -0.034687809291696341 -0.014402569674898145 -0.025241830063945783 0.11439154551019366 0.069054972419841085 0.011427131013975057 0.00064080588425987522 0.026508883620930332 -0.10545084159402512 -0.11625830959021133 0.062733459100267994 -0.062466819798460138 0.025388577345169014 0.028441439688977235 -0.11220506172197771 0.014066687104659182 -0.076988693918342899 0.030304246165426388 -0.025781504078396064 0.016340116389854695 -0.028719645630231418 0.034494498402618722 -0.087034348616946824 0.041120396148673369 -0.060858831392158669
leaf_weight=0.070593684251447963 0.49971948126744681 0.14367373932589078 0.18172220980341081 0.13045767245057505 0.25077300572593231 0.82013355299386503 2.1459352948841106 0.27558791637420654 0.31767562031745911 0.48447522224159911 0.10778895660769194 91.899171522271487 0.87721068959217419 0.27931570380486137 0.0922057226394698 0.37151572915888653 0.2127292022179289 1.3581568301960931 0.72007333598747869 0.18260757161328911 0.24426201103885603 0.62112718795833588 0.89003233322091524 0.78694685999988678 2.9946934818993887 1.4096744291522316 1.226216576178955 0.76712194778320908 1.4013732350431385 1.1524372434432733
leaf_count=115 22 81 30 27 17 34 28 2 1 20 8 1613 17 65 20 21 105 22 133 78 57 36 33 24 53 51 45 83 18 41
internal_value=3.60681e-05 0.0116833 0.0252416 -0.0344829 -0.0328768 -0.000140992 0.000115637 0.0303841 0.0612873 0.0441859 -0.0332842 -9.74062e-05 0.000188191 -2.83822e-05 -0.0127119 0.00149428 0.00776596 0.000226814 -0.00725332 0.00298741 -0.0399502 -0.00010449 -0.0179003 0.00398519 0.000301025 -0.00018982 0.000227176 -0.000214108 -0.0238719 -0.00489894
internal_weight=112.915 1.69082 1.29637 0.31218 0.394447 111.225 110.404 0.771646 0.496058 0.984195 0.178383 109.633 107.487 106.61 2.10271 1.82339 1.73119 104.507 1.35967 1.14694 0.42687 103.149 2.29811 1.67698 100.851 97.856 96.4463 95.2201 3.32093 2.55381
internal_count=2900 197 99 57 98 2703 2669 126 124 42 123 2543 2515 2498 479 414 394 2019 373 268 135 1997 93 57 1904 1851 1800 1755 142 59
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 2 1 2 0 2 0 1 2 0 0 0 0 0 0 0 0 2 2 2 1 1 2 0 2
split_gain=0.0245303 0.182013 0.0882635 0.272237 0.183608 0.135077 0.114873 0.112062 0.0980399 0.132743 0.122405 0.109949 0.242829 0.195589 0.182208 0.121863 0.312953 0.324555 0.241823 0.41898 0.330951 0.226052 0.142788 0.189213 0.085865 0.17304 0.254984 0.116876 0.169999 0.124506
threshold=39.420767558750008 39.268993001500007 0.46208197360000008 0.56323163980000013 39.039757512550004 0.56704889075000009 38.703421923500009 0.39167988980000007 38.318569170500005 0.53484925600000011 38.052786106700005 0.50579323975000012 0.36665069905000008 37.858673296900008 0.51401155655000019 0.51589772760000019 0.51929582950000019 0.52104727400000017 0.52290350590000012 0.52324780695000006 0.52877159370000015 0.52975958800000011 37.272044000450002 34.997818021800008 39.788107623550012 0.34524415440000006 0.39024280710000009 39.995120105550008 0.50300889195000009 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -5 8 -8 10 -10 11 12 -1 14 -13 -16 -17 -18 -19 -20 -21 -22 23 -23 25 -2 -27 28 -26 -29
right_child=24 -3 3 5 -6 -7 7 -9 9 -11 -12 13 -14 -15 15 16 17 18 19 20 21 22 -24 -25 27 26 -28 29 -30 -31
leaf_value=0.0015511013579108989 0.014020567408888083 0.03308353955104628 0.10860218376344757 -0.10962641870421033 -0.023515441576643183 0.020440527404424966 0.037024988993202189 0.00050992187507716512 -0.040189651565785606 0.007674187229489416 0.028822467729523644 -0.063403427163075468 0.075219106299393546 -0.080226511260728592 0.063641140537517918 -0.093113583954821402 0.082759018731864267 -0.099361157081632318 0.11320246588507082 -0.11033878531903606 0.061759652942829063 0.026016752787360299 0.012150702131169254 -0.10517744131886897 -0.0074614386482018281 -0.047656187099553958 -0.00048098800495285698 -0.025976375657210889 0.041285561920047925 4.8589274382206712e-05
leaf_weight=4.62545906592125 1.850606083520687 1.8444583754753683 0.29091956999036384 0.11688205247367023 3.0418259701691559 0.2519766635567855 1.7704462659312405 1.5999917843146247 1.3379984373123073 1.0220028623152755 1.5733395221304807 0.49011938503826957 0.49536800471173581 0.39269066558335897 0.29112164769321713 0.35060397539928123 0.47214709455147419 0.25818140893534325 0.29758268594741855 0.30232805044397526 0.4718673676252364 0.16583580300081713 0.58488338400866269 0.32610291693237059 1.2763827475719147 2.1212656749994494 2.4913904865816221 1.8820958632095415 1.6277422360972194 78.954121627329869
leaf_count=174 16 24 3 4 34 208 24 24 29 19 41 13 15 14 4 8 8 10 1 35 4 63 28 65 15 27 41 36 33 1880
internal_value=2.87847e-05 0.00299269 0.000289221 0.0362723 -0.000905594 -0.0207744 0.00318134 0.0196908 -0.000953422 -0.0194621 0.00298261 -0.00128594 0.00867744 -0.0128724 -0.00627788 0.00167471 -0.00391116 0.00695215 -0.00791915 0.00306876 -0.0146371 0.00404532 -0.0212453 -0.060951 -0.000706383 -0.0118119 -0.0221759 0.000150762 0.0198609 -0.000557346
internal_weight=112.578 22.3741 20.5297 0.659778 19.8699 0.368859 16.8281 3.37044 13.4576 2.36 11.0976 9.52429 5.12083 4.40346 4.01077 3.52065 3.22953 2.87893 2.40678 2.1486 1.85102 1.54869 1.07682 0.491939 90.2036 6.46326 4.61266 83.7403 2.90412 80.8362
internal_count=2900 852 828 215 613 212 579 48 531 48 483 442 189 253 239 226 222 214 206 196 195 160 156 128 2048 84 68 1964 48 1916
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 0 0 1 2 2 2 0 2 2 2 1 2 0 1 2 2 1 0 2 2 2 1 0
split_gain=0.0229975 0.339079 0.278867 0.548452 0.418074 0.275458 0.100207 0.125347 0.148035 0.12072 0.0986561 0.52091 0.310016 0.299371 0.194469 0.179533 0.782443 0.433069 0.328856 0.318245 0.833746 0.364589 0.359242 0.554749 0.275362 0.227952 0.148888 0.98314 0.326484 0.380613
threshold=0.48543456785000005 0.48368312325000012 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.34744468730000005 0.48181192180000004 0.48101853240000009 0.48077901860000011 0.34569324270000007 42.599563320500003 42.929886289700008 42.526729949000007 0.54317236010000014 42.448133449100006 41.348489042950007 41.21013581150001 0.36000419150000007 41.43512228960001 0.50041914915000019 0.39513787010000007 42.049402686800001 41.941595803500007 0.44805544745000009 0.56055207925000017 41.134354310300004 40.08085804200001 40.305698932850007 0.41985269900000005 0.55671985870000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 7 8 -1 -8 12 13 14 -12 15 16 17 -7 -17 -20 21 -21 23 -22 -24 26 -19 -28 -29 -30
right_child=2 -3 3 4 5 10 9 -9 -10 -11 11 -13 -14 -15 -16 18 -18 25 19 20 22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0011574116476586807 0.027939625471923742 -0.041070878512258518 -0.089637327286224297 0.055240237214751298 -0.051174110543687291 0.062782231898711488 -0.0001143573490055401 -0.018369400834101567 0.03057478262956664 0.028631341289260339 -0.079173006757406739 0.0010183257956382535 0.044641913360619775 0.0015424053186835695 -0.046698832533077106 0.08192883080456892 -0.073236175878742565 0.0022570409457628574 0.055250623962107073 -0.024371570543010371 -0.053428966938710049 -0.13473846153141814 0.069681365612463339 0.071118188133551127 0.002450879902470041 0.046400614021720521 -0.099030697118692904 0.02736986523457029 -0.051494984820831646 0.012934137106608755
leaf_weight=32.871999551650134 3.6901084658747996 2.0865825305372701 0.68050119653344054 1.3707477692514647 1.058524228632449 1.1326962657039974 3.3990185465663663 4.0344161178691129 1.5389836002141226 2.5622040067682974 1.4165109588329863 12.048846820058314 1.6872985290247005 0.68015205774827325 0.83995349885662918 0.68740464848906313 1.4416656110497559 23.735926583564112 1.2302443683147428 0.66067447126260936 1.1867357944720422 0.54723148280754685 1.5596749000251295 0.51188345491573262 0.99970350799276264 1.0198783093946975 1.1492997676241419 2.7599191147601232 1.7716117546660828 1.9004831720982336
leaf_count=793 30 24 7 12 10 24 27 38 12 21 32 622 22 35 18 9 26 768 8 25 35 20 28 36 39 11 31 38 22 77
internal_value=2.83112e-05 -0.00167399 0.00123172 -0.000355889 0.000633672 -0.000613312 0.000177192 -0.00169337 0.000261767 0.0122409 0.0002943 -0.00698672 0.00259212 -0.0529891 0.000947274 0.0018935 -0.00110274 0.00200431 0.0160605 0.00929871 -0.00104397 -0.0743723 0.0197578 -0.0158963 0.0434209 -0.000124607 -0.00163975 -0.01384 0.00138224 -0.0181499
internal_weight=112.261 46.4932 65.7677 62.0776 61.3971 60.0263 44.4066 38.4454 34.411 5.96122 58.9678 14.1455 44.8223 2.09666 43.135 42.295 34.9115 33.4698 7.38355 6.69615 5.4659 1.20791 4.258 1.69862 2.55938 32.3371 31.3172 7.58131 6.43201 3.67209
internal_count=2900 915 1985 1955 1948 1936 891 843 805 48 1926 689 1237 67 1215 1197 997 971 200 191 183 45 138 71 67 947 936 168 137 99
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 0 0 0 2 2 1 2 0 0 1 2 0 0 2 0 1 2 0 0 1 1 1 1
split_gain=0.0248051 0.37296 0.136363 0.235578 0.419437 0.204642 0.170297 0.122894 0.111014 0.0992749 0.219532 0.416416 0.391729 0.196778 0.183724 0.100788 0.0974766 0.762185 0.415049 0.281232 0.427825 0.307129 0.177543 0.157192 0.128733 0.085582 0.122682 0.286224 0.129082 0.0859393
threshold=0.54317236010000014 0.54475913895000005 0.41917906650000009 0.42194844465000009 0.55240861050000023 38.052786106700005 48.919835655300012 0.54095685760000012 0.53978922790000017 0.52803808270000008 39.945535567850008 37.858673296900008 0.39971857130000005 43.633733172900008 0.52646627350000019 0.53592706805000012 0.39078171310000004 40.305698932850007 0.52428071015000011 0.52215502530000013 39.091773401050006 0.52029879345000019 0.39584144190000009 40.337496327150006 0.52324780695000006 0.55980359870000018 0.4323972336000001 0.43625939340000008 0.43672345135000007 0.45664800455000004
decision_type=2 2 2 2 2 2 2 2 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 -5 -3 -7 8 9 14 11 -11 13 -12 16 -14 19 -18 22 21 -21 -1 -19 -24 -25 -6 -27 -28 -29 -30
right_child=1 2 3 4 25 6 -8 -9 -10 10 12 -13 15 -15 -16 -17 17 18 -20 20 -22 -23 23 24 -26 26 27 28 29 -31
leaf_value=-0.00020484010126753502 0.04159987714425719 0.07526602757487888 0.033017720140206742 -0.044708180145401198 0.019966707722392389 -0.10580482419790727 0.016503753312478307 -0.023201032437526366 0.030080001363150352 0.013888907548029024 -0.053759815012136593 -0.090268477529244384 -0.00094175429907877395 0.0013446972305715399 0.037190661286408286 0.041141284435710128 -0.13379185249764255 0.095695428858391884 -0.10803971119333089 -0.015744563579115051 0.045075946696089268 -0.042502874706325237 0.059014960092789337 -0.10307799195520362 0.039259272863412853 0.041818708054839629 -0.079276162837554121 0.054180609972734432 -0.01148356189733326 0.0063883911888195826
leaf_weight=70.105680643292615 2.2516231526096844 0.11591571062200756 1.9587235567523773 2.1653339985641678 2.3415220095184841 0.39748821631110332 0.15952730760727718 2.3628866063736487 1.2028825804009091 0.67852330435925867 1.451911358162761 0.88379920972511172 0.88143481405290947 1.1704537674377204 1.3396172961256514 1.6061330386582993 0.45829891948255763 0.41074054398177373 0.21424903475667634 1.8048117094294855 3.2199682310747448 1.7597337060869893 0.29901394993066788 0.16040939412687294 0.10522094396492321 0.63780790664281894 0.47470622956598063 0.42313714296324079 5.1379591989757483 5.6485782307139374
leaf_count=1240 33 16 29 34 76 47 28 35 23 32 46 25 39 24 45 22 46 13 32 21 35 27 2 50 13 21 19 8 169 650
internal_value=3.47516e-05 0.00306894 -0.00138913 0.000195096 -0.00362511 -0.0456196 -0.0707761 -0.0006963 -9.03242e-05 -0.000509635 -0.0122279 -0.0450325 -0.00219813 -0.0291647 0.0004692 0.0262297 -0.000157154 -0.0242216 0.0179897 0.000358602 0.0232303 -0.00124057 0.0456728 0.00928463 -0.0466956 0.00244147 -0.000888763 -0.00322001 8.1032e-07 -0.00212457
internal_weight=111.828 21.7123 19.4607 18.7878 16.829 0.672931 0.557016 90.1158 87.7529 86.55 6.67226 1.56232 5.10993 2.62237 79.8777 2.48757 78.5381 1.64793 1.18963 76.8902 5.02478 71.8654 0.975385 0.564644 0.26563 14.6637 12.3222 11.6844 11.2097 10.7865
internal_count=2900 1130 1097 1006 977 91 75 1770 1735 1712 188 57 131 70 1524 61 1479 156 110 1323 56 1267 78 65 63 943 867 846 827 819
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 1 2 2 0 1 0 0 2 2 2 0 0 1 0 1 2 1 1 0 1 2 2 2
split_gain=0.0234702 0.264871 0.13281 0.130625 0.581701 0.57561 0.249891 0.298955 0.44985 0.277805 0.223383 0.479715 0.379433 0.355268 0.27945 0.22665 0.221304 0.622192 0.318005 0.194685 0.311529 0.25968 0.146859 0.88684 0.340251 0.641197 0.294485 0.263072 0.189935 0.158881
threshold=41.322103772800006 41.395309858300003 41.289992964000007 0.34491482290000003 0.47943175355000006 40.496232821400007 0.34512439750000007 0.34524415440000006 41.21013581150001 41.134354310300004 0.48041974790000003 0.3465914194000001 0.48101853240000009 0.48271009850000007 40.259171735100004 38.512991772500008 39.788107623550012 0.47694679800000012 0.47470135625000004 0.36000419150000007 0.49678153350000009 0.3465914194000001 40.08085804200001 0.38185982460000006 0.41985269900000005 0.55671985870000007 0.4323972336000001 39.893178577750007 39.788107623550012 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 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 16 -5 -8 9 10 11 -9 -12 -14 15 -13 17 18 -1 21 -21 -15 27 -24 -25 -26 -27 28 -22 -28
right_child=1 -3 -4 6 -6 -7 7 8 -10 -11 12 14 13 19 -16 -17 -18 -19 -20 20 22 -23 23 24 25 26 29 -29 -30 -31
leaf_value=-0.0036762802944436215 -0.035820509090680949 -4.0144166798021034e-05 0.030594384348475681 -0.038002304839189066 0.049979204526003108 -0.076801974101800022 0.046813560055060828 -0.05116059844046849 -0.056604273633225149 0.043215984099560838 0.056452059238715657 0.06051465600175885 -0.072975728345545846 -0.0057792298333551101 0.10099766971517254 -0.11028913421736924 0.041247118112365144 -0.092880593193028479 0.071437715070125127 -0.079350689371335312 0.0013985242655088737 0.047869772296503257 -0.099317907078929318 0.033172462843638083 -0.057268677274385428 0.078618257849840556 0.03260745924837366 0.034629255410103157 -0.050117935263042569 -0.029230054979790976
leaf_weight=2.4618046907609061 2.152686600334845 53.174096460905162 1.5232777197779785 1.8028883915640097 2.7511837538331747 0.95190661104425078 1.3221807119805351 2.1726254886659713 1.4301180446736896 1.464733291795709 1.192498116986825 0.15269637598582608 0.67086904222378407 1.714729277417063 0.38613339769653976 0.15815641693552607 1.4315021877955585 0.663844484835863 0.73098476091399778 0.51283936697109567 20.067081085482148 1.9040807917481286 1.025774958077817 2.1582438458572142 1.9797896156087516 0.62954353168606791 0.75178983904424945 2.3843139994687581 0.7421386307460115 0.92885707921357152
leaf_count=113 22 1518 11 20 19 24 17 33 23 17 10 34 9 16 7 9 15 8 6 13 706 30 19 30 24 5 38 38 16 50
internal_value=2.89033e-05 -0.00143231 0.00147083 0.000657475 0.0116725 -0.00521657 -0.00151671 -1.31561e-05 -0.00147245 0.000450747 -0.00113378 -0.0280027 0.000969277 -0.000896046 0.0441845 -0.0263873 0.00766937 -0.00479399 0.013521 0.000493527 -0.00205462 0.0224488 -0.000762031 -0.0129524 0.000786474 -0.0155066 0.0202828 0.00316626 -0.000438755 -0.00156879
internal_weight=111.393 55.3268 56.0666 54.5433 8.99123 6.24004 45.5521 43.7492 42.427 40.9969 39.5322 2.86961 36.6625 35.4701 0.696986 0.310853 5.28814 3.85663 3.19279 34.7992 31.1804 3.61881 30.6675 7.474 6.44822 4.28998 2.31019 23.1935 20.8092 1.68065
internal_count=2900 1540 1360 1349 185 166 1164 1144 1127 1104 1087 83 1004 994 50 43 142 127 119 985 939 46 926 166 147 117 93 760 722 88
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 0 1 2 2 0 1 1 1 1 0 1 1 1 1 1 1 2 1 1 1 2 2 2 1
split_gain=0.0219053 0.323549 0.454899 0.169307 1.13423 0.191479 0.123154 0.442964 0.245147 0.464563 0.190682 0.27045 0.210213 0.449219 0.243042 0.232342 0.531951 0.10722 0.364445 0.334514 0.567531 0.512645 0.475155 0.346149 0.381236 0.264389 0.370125 0.183673 0.132367 0.628817
threshold=0.50300889195000009 0.50579323975000012 0.50749977545000013 0.36597706655000006 0.37027334510000004 41.134354310300004 0.51589772760000019 0.37982395740000008 40.12915366295001 42.929886289700008 0.51929582950000019 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.39078171310000004 0.39388042275000007 0.39167988980000007 0.39584144190000009 0.39971857130000005 0.4019490434500001 43.633733172900008 0.40259273675000007 0.40367054880000008 0.41753240920000007 43.968221017800005 41.348489042950007 40.823855932350007 0.42067602765000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 8 -8 -4 -10 -9 -12 -13 -14 -15 -16 -17 18 -18 27 22 -22 -21 -23 -25 26 -26 -19 -27 -30
right_child=1 2 6 4 5 -7 7 10 9 -11 11 12 13 14 15 16 17 19 -20 20 21 23 -24 24 25 28 -28 -29 29 -31
leaf_value=-0.00033220110491426414 0.04084185410673527 -0.081343402808444279 0.046415632557894639 -0.15629231963215331 0.052871372112399562 -0.029654677716301554 -0.089151810185210956 -0.04535698320989881 -0.049033678902470457 0.052196752361013843 0.06971023697289512 -0.051194633216706392 0.051730031899457476 -0.03283357358885914 0.028079932228082916 -0.12090031248759561 0.01193916401658256 0.071983919675716518 -0.10604199698702675 -0.094206588141164616 0.078015968171042671 -0.065729783125104899 0.0096317643207665671 0.091235523126662776 -0.10041294691975555 -0.0066105544197117882 0.024343324044790501 0.011698596631749499 0.064297594930744259 0.00067817453868501579
leaf_weight=60.494208900194707 2.016515200797584 0.67866662068990891 1.7016971455741434 0.51488013225389195 0.73586181029918385 0.4549883912804944 0.55461409578128851 0.8761200009885205 1.0696601525996809 0.78679272757563001 0.5780111136555196 0.76232993361190793 1.7250147918239225 2.1838481492595738 3.018118744372031 0.3653761490713795 0.74402354468474985 0.9788760780938931 0.40398537346663943 1.153422387054891 0.86935817938138171 0.77822752017528074 0.71313657730934199 0.46963919396512466 0.59267929240434369 9.804434019074252 0.39716545697388028 1.0448152684693921 1.7691130596213032 12.754603788237544
leaf_count=1048 46 11 30 15 20 38 40 20 26 32 14 13 20 20 33 11 14 18 49 74 17 10 27 11 55 546 34 23 26 559
internal_value=3.59638e-05 0.00162217 -6.86717e-05 -0.00120827 -0.0322784 0.0213406 0.00112795 -0.000366998 0.0189998 -0.0061307 0.000805908 0.0017898 0.000821126 0.00181829 -0.000445025 0.00152758 -0.000912765 0.000437278 -0.0295785 0.00153729 -0.00117842 0.00245164 -0.0545342 -2.1173e-05 0.0019618 0.000305809 -0.0503557 0.0408591 0.00236709 0.00842756
internal_weight=110.99 48.7902 46.7737 62.1999 1.70573 1.19085 46.0951 42.5369 3.55815 1.85645 41.9823 41.1062 40.5282 39.7658 38.0408 35.857 32.8389 32.4735 1.14801 31.3255 29.3018 27.4352 1.86656 26.5659 25.7876 25.318 0.989845 2.02369 24.3282 14.5237
internal_count=2900 1779 1733 1121 73 58 1722 1634 88 58 1594 1574 1560 1547 1527 1507 1474 1463 63 1400 1359 1258 101 1241 1231 1220 89 41 1131 585
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 2 1 1 0 1 0 1 0 1 0 0 0 0 0 2 0 1 0 1 0 0 0 2 2
split_gain=0.0227363 2.52885 0.40162 0.348876 0.117656 0.157191 0.137485 0.698656 0.277853 0.23959 0.115568 0.254294 0.76605 0.289729 0.229692 0.485745 0.376072 0.247817 0.719288 0.470536 0.423008 0.893351 0.278529 0.244295 0.157388 0.543577 0.315217 0.156049 0.434148 0.186357
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.532441862050007 41.134354310300004 0.34560342505000002 40.79983011445001 0.34527409360000011 0.35877668335000007 0.55671985870000007 0.39078171310000004 0.52772372085000019 0.39772761295000009 0.52803808270000008 0.42829556000000008 0.54384599265000022 0.55671985870000007 0.54095685760000012 0.54317236010000014 0.53592706805000012 39.945535567850008 0.54511840960000013 0.39513787010000007 0.55980359870000018 0.46208197360000008 0.56323163980000013 0.56323163980000013 0.52215502530000013 39.091773401050006 40.380906245900007
decision_type=2 2 2 2 2 2 2 2 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 -6 10 -8 -9 -10 27 12 -12 -13 17 -16 -17 19 -19 22 21 -20 -15 -18 25 -25 -26 29 -29 -1
right_child=1 2 3 -5 5 -7 7 8 9 -11 11 13 -14 14 15 16 23 18 20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0015885424501676884 -0.22585815324049463 0.040608074412296268 -0.044705515880893595 0.00033490077478598348 -0.0020246454309829662 0.030746477735043045 -0.082958372098661748 0.033451473423346818 -0.045360695916084132 0.015398171575970022 -0.12731715026715498 0.08380048204877405 0.082066237378484258 0.0068600058235009798 0.09336833894092364 -0.054525919359958201 0.067641504729513094 -0.12126323343348509 0.086158465876310097 0.033145313051055503 -0.071096268789895348 -0.066302791276048476 -0.08307585806574258 -0.12012639796280056 0.10637329705219992 0.0092537715265035136 -0.011986825370192501 -0.012239584306150327 0.049679926104130308 0.021357701524307972
leaf_weight=21.752339282679014 0.49743601744125854 2.4033167584084358 1.7805009763815167 50.406220726184188 2.8405587070883476 3.0196177222387632 1.187770239987002 1.8162582935765383 1.4138080164557325 1.1997551455981463 0.54776033343568897 0.37713936436921258 0.2565790980327165 0.6182866984745472 0.6151781447988468 1.0340996037966759 0.68177314450440452 0.78377752163214642 0.8776965867582478 1.9117029909684786 0.77189809566334577 0.68371792757943695 0.77722764289501356 0.38690384512301612 0.38355755200609554 2.0208759496808284 0.54433382387203366 2.0386104428180252 2.5472148365806788 4.2271436602241002
leaf_count=407 11 22 33 1474 29 37 16 17 21 40 41 4 23 9 8 39 17 14 13 29 15 39 41 13 4 121 266 27 17 53
internal_value=3.16631e-05 -0.00140636 0.000638888 -0.00120178 0.00146376 0.0148616 -0.000123803 -0.0148527 0.00340854 -0.0174694 0.00176363 -0.00602808 -0.0605252 -0.00251239 -0.00520464 0.00947071 -0.000746359 -0.0181494 -0.03838 0.000918171 -0.0105389 0.0193982 -0.0432295 0.0130966 0.00194828 -0.0115362 0.0369391 0.00514705 0.0221539 0.00214506
internal_weight=110.403 55.0875 54.59 52.1867 55.3156 5.86018 49.4554 5.61759 4.42982 2.61356 43.8378 13.2725 0.804339 12.4682 12.091 5.66672 5.05154 6.42431 3.11709 3.30722 2.33331 1.56141 1.39551 4.01744 3.33567 2.40778 0.927891 30.5653 4.58583 25.9795
internal_count=2900 1540 1529 1507 1360 66 1294 94 78 61 1200 696 64 632 628 468 460 160 81 79 67 52 50 421 404 134 270 504 44 460
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 2 2 2 1 0 2 2 0 2 1 2 2 2 2 2 2 1 1 1 1 2 2 2
split_gain=0.039916 0.0946841 0.113016 0.133822 0.124871 0.142538 0.0666935 0.060776 0.0385667 0.0522307 0.0745594 0.262468 0.1322 0.0929382 0.049437 0.0992933 0.0808255 0.313155 0.241209 0.433667 0.241165 0.204602 0.117622 0.0909641 0.261785 0.164769 0.224001 0.187603 0.142055 0.237859
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 0.68186581240000022 46.051945193250006 45.027406014450008 49.49736495185001 48.988717865950008 0.31100865245000009 0.39614083410000006 48.680511450650009 48.680511450650009 0.60665848330000005 43.45354240915001 0.45280081435000008 42.674081447500008 41.558544840500012 40.621691032550004 39.039757512550004 37.797539186950011 37.572218886150004 0.42829556000000008 0.42970270350000012 0.42194844465000009 0.42019700010000005 41.134354310300004 43.279086095950007 42.467547400400008
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 7 -2 9 10 11 12 -1 14 16 -16 23 18 19 20 21 22 -18 25 -25 26 -12 -27 29 -26
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 13 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=-0.027108970841764432 -0.10114573874806135 -0.10303179745824249 0.087997147397829087 0.067027398882503308 -0.10953993886876179 -0.10335869475458273 -0.11133697861394604 0.10116665031751548 0.016854534421424577 -0.016521964456910905 -0.00072047877293143076 -0.093089073935748529 0.10540922744018122 0.020838476289347044 -0.027737979409594715 0.043091622529742524 -0.038121482685815132 -0.066180331311912283 0.035772109218924888 -0.12278788057077974 0.041055778612642091 -0.085457862199389029 0.10414712962745659 0.068430181253280944 0.0065886295100975288 -0.058690692987681675 0.031798035465740511 0.00013856803859650188 0.037719737365573255 -0.048016117054620513
leaf_weight=0.16201535056154526 0.027045565429616114 0.12175475549156545 0.10551008954644203 0.27762607751503765 0.07038643116679566 0.059646240270694761 0.18606741246185265 0.03292553499341011 1.3737076386736351 1.8816637516138133 84.32508559052178 0.34547217322142387 0.1406184583902359 2.198649935424327 0.27842358625421937 0.68451524269767106 0.11761294032963554 0.89513923986578436 1.2034964193480844 0.34529193183698215 0.74674844605760882 0.40623676287941635 0.11487073645594137 0.70368301337293715 6.6150585103972315 1.0316004548742506 2.1728863077005363 1.1423084556590763 1.1515001417583333 0.90712753403931845
leaf_count=101 80 34 4 109 68 52 12 1 139 37 1563 24 1 26 76 19 66 38 24 23 35 22 3 35 167 26 32 30 33 20
internal_value=3.35137e-05 -0.021167 -0.00803826 -0.0235389 0.0116114 0.0368948 -0.0817789 0.00992849 0.000204949 -7.67186e-06 0.000286347 -0.0335273 0.0344655 0.00049498 6.00562e-05 0.022612 -0.000153101 -0.0144056 0.00138912 -0.0225193 0.00246999 -0.0426419 0.0321738 0.000403541 0.00976978 -0.000586973 9.64078e-05 -0.0277781 0.00501075 3.64626e-06
internal_weight=109.825 0.880962 0.759207 0.653697 0.407659 0.337272 0.246039 0.0599711 108.944 107.57 105.688 0.648106 0.302634 105.04 102.842 0.962939 101.879 3.8294 2.93426 1.73076 1.38547 0.63872 0.232484 98.0493 9.37737 88.6719 86.498 2.17391 8.67369 7.52219
internal_count=2900 360 326 322 229 161 93 81 2540 2401 2364 126 102 2238 2212 95 2117 211 173 149 126 91 69 1906 255 1651 1595 56 220 187
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 2 2 2 2 2 2 2 2 1 1 1 0 0 2 0 2 2 1 0 1 0 2
split_gain=0.0258782 0.154791 0.0834489 0.161272 0.203845 0.0887068 0.126244 0.0939812 0.26628 0.340475 0.113975 0.216044 0.152831 0.101909 0.355804 0.201816 0.129093 0.103311 0.704441 0.328452 0.295252 0.682881 0.289898 0.267518 0.26736 0.331342 0.203976 0.178412 0.188806 0.254021
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.34524415440000006 0.39971857130000005 39.995120105550008 0.50300889195000009 40.12915366295001 40.21994457600001 40.259171735100004 40.496232821400007 40.380906245900007 40.580626202750004 40.79983011445001 40.878805547300004 40.982542372850013 0.34554354660000003 0.41917906650000009 0.42067602765000006 0.54317236010000014 0.53905571685000009 42.072181850200003 0.55041765215000005 41.134354310300004 43.19689381845 0.42552618185000007 0.54384599265000022 0.39971857130000005 0.52746923745000018 43.633733172900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 -10 11 -11 -12 16 -15 -16 -14 20 -19 24 23 -22 -21 -17 -20 -26 -23 28 -25 -30
right_child=2 -3 5 4 -6 7 -8 8 9 10 12 -13 13 14 15 17 -18 18 19 22 21 26 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.00062047541435197504 0.01329129701842803 0.031720217703347396 -0.0056872311951399745 -0.036463936308988858 0.010047413299521392 -0.023145778409882717 0.037051841801779978 0.042331229897361676 -0.054971832415040368 -0.0034396555122969928 -0.032273922953756057 0.049945742359718943 0.042393504794033803 -0.051667533146425595 0.04001759739751394 -0.036954342222943928 0.0027743555145010911 0.083477245917314535 -0.1221730479569535 0.045553964644203429 -0.14837021176113049 0.028727779570903379 -0.001867054409409236 0.00041879653351713182 0.078688528099682034 -0.10451207735636983 -0.059749258457898392 0.034354681237923554 -0.072657294530697844 -0.0005108625437370446
leaf_weight=19.780367597264732 1.8066119989671268 1.7413054382195685 1.2657841220498078 3.0648812823783373 1.3605977585884828 1.7911006207596063 1.5223445607780375 1.459619382360869 1.1423059744088266 1.8242153636010692 1.5080912404846447 1.2970221838368159 1.2384427902143209 1.357504180376053 1.2399362251926493 2.0267443914999594 2.4481901725557691 1.1088160231010977 0.38318733841606345 1.4909767596982408 0.45689148352539533 0.71701897483944754 9.5234940696108179 43.676926250945201 0.21577664697542787 0.18198961852863249 0.4093097241589021 1.4771014806901792 0.84525008633499865 1.1547327957814557
leaf_count=828 16 24 15 37 31 36 33 24 12 36 24 24 13 24 24 26 47 11 12 15 14 14 476 836 6 66 59 51 41 25
internal_value=2.84741e-05 0.00313674 -0.000731741 -0.011886 -0.0221642 0.000118458 0.0176487 -0.000500431 2.50707e-05 -0.000790403 3.94496e-05 0.0187445 -0.000777548 -9.85218e-05 -0.000998797 6.09012e-05 0.0160835 -0.000717254 0.00727232 0.000108762 -0.00274821 -0.0452538 0.0045521 -0.00137988 -0.0625596 -0.00513107 -0.00342492 0.000149162 -0.000956977 -0.031002
internal_weight=109.517 21.5217 87.9949 6.23209 4.42548 81.7628 2.78813 78.9746 77.1835 75.7239 74.5816 3.12124 71.4604 69.9523 66.2657 64.9082 3.68663 63.6682 12.9042 11.7954 50.764 1.58322 11.0145 49.1808 0.780954 0.397766 1.12633 47.154 45.6769 1.99998
internal_count=2900 852 2048 84 68 1964 48 1916 1880 1856 1844 60 1784 1760 1700 1676 60 1652 586 575 1066 87 491 979 84 72 73 953 902 66
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 2 0 1 0 0 1 1 0 0 1 2 1 1 0 2 1 2 2 2 1 0 0 2 0 2
split_gain=0.0225454 0.092297 0.202278 0.111402 0.758254 0.431673 0.280716 0.641817 0.18811 0.349742 0.155891 0.543604 0.323739 0.111755 0.152279 0.158456 0.198177 0.147163 0.133843 0.401631 0.277928 0.107442 0.27581 0.120611 0.165453 0.104751 0.0992216 0.0890745 0.0835091 0.0787819
threshold=39.211875820650008 0.34193587020000005 35.818873074050011 38.703421923500009 38.592454371550012 38.512991772500008 0.47305469895000007 0.34392682850000006 0.48101853240000009 0.49320379630000005 0.39078171310000004 0.42274183410000005 0.56167480015000015 0.49850303880000008 0.36501901140000009 36.921550069850007 0.38780276035000005 0.36543816055000006 0.49967066855000003 36.82350895510001 0.36927038110000004 37.272044000450002 37.511241581900002 38.318569170500005 0.39685937550000011 0.52975958800000011 0.54910032635000017 34.997818021800008 0.52029879345000019 37.797539186950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -8 -9 -10 -5 -12 -13 -11 -15 17 -17 -16 -19 20 -20 -18 -23 24 -24 28 -26 -27 -22 -28
right_child=-2 3 -4 10 -6 -7 7 8 9 13 11 12 -14 14 15 16 21 18 19 -21 25 22 23 -25 26 27 29 -29 -30 -31
leaf_value=0.017719548410967605 -0.00064105281824637563 0.079628273157030985 -0.080073689413312263 0.02883278230504864 -0.13507294542942413 0.096351073195208692 -0.15253460135157057 0.043527185994203826 -0.10774450466298707 0.029127640916011041 -0.061113893650572584 0.087918452216413048 -0.0047186246417966473 -0.055165823126546991 0.052442862739504763 -0.048298927872810038 0.044166428247645557 -0.077239583948749996 -0.089324250066813937 0.10391576477714658 -0.0094599671965880788 -0.075037217994845751 0.057021466108126174 -0.020609103535437379 -0.055039149554759595 0.021445766208042814 0.0603748499448322 -0.07224065053118249 0.04589521706260781 -0.028279274028092785
leaf_weight=0.44118937006307035 89.724876366584112 0.42430249214386506 0.40628792206189246 3.6383803812786928 0.40725206971183148 0.48237142641278374 0.28071401827037235 0.93368844641372462 0.31128307318158377 1.1553509477525938 0.99555455846712027 0.64224912039935567 0.91428010084746347 0.54484388837590625 0.83425406087189946 1.1600955072790382 0.46594857323998473 0.18785451899748329 0.34556293068453703 0.38400676987657778 0.43632504650304305 0.50183333817631171 0.75757452759717148 0.98812037263314767 0.29110836077597924 0.17376696381073831 0.22814706759004366 0.24396914893218025 0.7259923480287398 0.17878812462551252
leaf_count=56 2084 48 32 34 11 12 3 13 8 19 15 7 35 11 5 18 29 3 10 7 19 17 14 28 18 170 23 80 35 36
internal_value=2.84556e-05 0.00311204 -0.0291634 0.00457996 -0.000873783 0.00366704 -0.000202612 -0.00324617 0.000616789 -0.00342412 0.0155423 -0.00340538 0.0335049 -4.27495e-05 -0.00403201 -0.000506928 -0.0125948 0.0160794 0.00393254 0.0105347 -0.00808734 -0.000453513 -0.00751177 0.0063549 0.0246589 0.00967944 -0.0104635 -0.0332696 0.0251153 0.0214244
internal_weight=109.206 19.4811 0.847477 18.6336 12.4432 12.0359 11.5535 11.1292 10.8485 9.91483 6.19046 2.55208 1.55653 9.60354 8.44819 7.90335 4.57162 3.33173 2.49748 2.30962 1.92562 3.41152 2.94557 2.44374 1.45562 1.58005 0.698044 0.417736 1.16232 0.406935
internal_count=2900 816 88 728 637 626 614 566 563 550 91 57 42 542 523 512 183 329 324 321 314 165 136 119 91 304 77 250 54 59
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 0 0 2 0 0 0 0 0 0 1 1 1 0 1 2 2 0 2 2 1 2 0 0
split_gain=0.0222089 0.158388 0.659543 0.383923 0.0803863 0.0889802 0.0705129 0.379146 0.31131 0.272963 0.0702156 0.28621 0.196972 0.169216 0.135756 0.131604 0.160319 0.131273 0.0858325 0.243046 0.0843152 0.0806245 0.201985 0.0792837 0.554264 0.266722 0.112996 0.0754699 0.0751111 0.0750716
threshold=38.994321257850011 38.703421923500009 38.592454371550012 38.512991772500008 38.318569170500005 38.175120519550006 39.268993001500007 0.52266399210000014 0.52746923745000018 39.344049039350004 0.52324780695000006 0.52877159370000015 0.52029879345000019 0.50579323975000012 0.52937037810000021 0.54191491270000014 0.4019490434500001 0.36597706655000006 0.44751654140000008 0.56369569775000017 0.40621538280000008 37.663157789700008 37.020641110850008 0.49967066855000003 36.514114975300011 35.818873074050011 0.36543816055000006 34.997818021800008 0.62143349005000015 0.62406814170000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 -2 -9 -8 12 -12 13 17 -13 -16 -17 21 20 -20 -18 22 23 24 25 26 -1 -22 -21 -30
right_child=6 -3 -4 -5 -6 -7 9 8 -10 -11 11 14 -14 -15 15 16 18 -19 19 28 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0054637374229199454 -0.049007959511827973 0.023783771239725176 -0.13155124775945254 0.09313128089771304 -0.023632706001024659 0.032964138933859827 0.061325148821161329 0.06177313519574195 -0.022243061698873235 -0.00052210934014336799 -0.10838311907731935 0.044409261320649207 0.04630640922426775 -0.033313986562950836 -0.081477512824068635 0.098059610993653179 0.0059916332753887089 0.054104586602987885 0.086611744585531725 -0.10431838575158087 0.023592038679902769 -0.023680965465802853 0.05450732788189399 0.012776444638535221 -0.13347739649891951 0.099113018530853206 -0.07532769200887289 -0.10791779461564639 0.091875610208965758 -0.10265241193566715
leaf_weight=0.75964486104823048 1.6574488454498344 3.0952593279216662 0.37798515360555107 0.45079779738853254 1.3738629328599916 0.85718292237470528 0.7194003586191674 0.83799732476472832 0.93100834534379828 88.72191696363069 0.29401094406694062 0.46720465645194043 0.95326837846369006 1.3926414723100604 0.26392923522507761 0.13778091780841328 0.17533978018764174 0.50918750418122716 0.22546301732654683 0.14236289087639875 0.054109916939665936 1.0582500857126431 0.73796537212911051 1.4989199442788956 0.33536867554062144 0.27087634699273622 0.22420894354581833 0.22546307472708804 0.050407361212819524 0.032713537155125039
leaf_count=99 19 48 12 12 36 24 12 5 36 2060 40 5 18 31 33 3 7 19 7 95 41 19 21 13 9 13 3 53 5 102
internal_value=2.82929e-05 0.00347373 -0.00141127 0.00252685 -0.000865484 0.00206703 -0.000563986 -0.0146422 0.0175563 -2.46554e-05 -0.000632959 -0.0169983 0.00374105 -0.00223741 -0.00185935 -0.0183915 -0.00243747 0.00578542 -0.017723 0.0131939 -0.0483705 0.000749114 0.0075046 -0.00372433 -0.0192789 0.0112444 -0.0129477 -0.0824647 -0.0602171 0.015316
internal_weight=108.832 15.9642 12.8689 12.491 12.0402 10.6663 92.8678 3.42645 1.76901 89.4413 9.80912 2.06879 7.74033 6.78706 1.77477 1.30757 1.04364 5.39442 0.90586 0.450947 0.454913 4.88523 3.82698 3.08902 1.5901 1.25473 0.983854 0.279573 0.225484 0.0831209
internal_count=2900 768 720 708 696 660 2132 60 41 2072 636 391 245 227 351 346 313 196 310 209 101 177 158 137 124 115 102 94 202 107
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 0 2 0 2 2 0 1 2 1 1 0 2 1 2 0 2 0 1 0 2 2 1 1 0
split_gain=0.0209035 0.214496 0.0907425 0.0874763 0.100629 0.044536 0.0425783 0.0364696 0.103725 0.105398 0.103802 0.0274458 0.143578 0.239435 0.259034 0.151676 0.262509 0.114346 0.0990117 0.243132 0.224177 0.119306 0.0906488 0.163676 0.132403 0.228471 0.221964 0.175126 0.198121 0.151514
threshold=0.48627286610000009 0.61532588845000014 0.50064369330000014 50.666627092000006 48.315732392000008 49.49736495185001 0.63075955810000017 49.700765821350011 0.55671985870000007 50.264779514000004 50.264779514000004 0.47727612945000003 0.34524415440000006 41.21013581150001 0.34581299960000006 0.34506451900000007 0.47648274005000008 48.919835655300012 0.31100865245000009 48.680511450650009 0.39614083410000006 48.680511450650009 0.47778509625000004 0.34527409360000011 0.47868327295000007 40.621691032550004 42.131954243650007 0.34458549145000011 0.3447052483500001 0.47905751325000007
decision_type=2 2 2 2 2 2 2 2 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 6 11 -4 -7 10 -10 -9 12 15 -14 -15 16 17 18 20 -20 21 -1 23 -13 25 -24 -27 -26 -29 -30
right_child=1 2 3 -5 -6 7 -8 8 9 -11 -12 22 13 14 -16 -17 -18 -19 19 -21 -22 -23 24 -25 27 26 -28 28 29 -31
leaf_value=-0.024511775373656772 -0.10276150010195498 0.03284542063682222 -0.0027061820315278373 -0.10280573122734026 0.016725111811612198 0.050140346127054994 -0.10530655996502998 -0.10631556247517193 0.083131351889933813 -0.0047335914895143202 0.024665593332284304 -0.0032324215427620589 0.018538937052422579 -0.12479510773023506 -0.026995312425856732 0.032450016865179489 -0.045892661025755739 -0.019321127439711032 0.0041301978634815566 0.063533713695801228 -0.087729148818652014 0.1048716855746277 0.0025305341791050009 0.033669640047979718 -0.037598639633804838 -0.11349197214977208 -0.016721898407589957 0.042495356756387742 0.02962374383837937 -0.00011785925392816704
leaf_weight=0.16088973185223476 0.22114900121334358 0.5944132575974661 0.061498119378711635 0.10716377579956315 0.51535991426499095 0.29731974797323235 0.11816408181316618 0.13003085680838922 0.23879029927775264 0.31877113586961059 0.11315793294784271 2.5765845621936014 0.74530369339149105 0.35966223860032176 1.096364383849618 1.3008316801158333 1.3015564247034479 2.0756342799286349 7.0745914938837586 0.76334068179130543 0.33131828792102169 0.12794628739356995 1.3695917297154658 2.2528724204748869 1.1857648724981107 0.43868179182754818 0.51563708503090311 1.1405826434493054 1.7507221563428164 79.20835120188238
leaf_count=101 127 33 29 25 42 7 194 8 10 37 52 21 53 45 53 22 25 21 223 4 24 1 18 20 16 20 25 7 20 1617
internal_value=2.6182e-05 -0.011256 0.00323377 -0.0187082 -0.00574144 0.000196959 -0.0701866 0.0202324 0.00912748 0.0328969 -0.0453689 -1.10297e-05 -0.00392255 -0.0275577 -0.0511535 3.82029e-05 -0.00352422 0.00171086 0.00687216 0.00991554 -0.0315922 0.0328015 0.000652321 0.0139819 -9.96348e-05 -0.0236427 -0.0612052 0.000557286 0.00110837 0.000525296
internal_weight=108.492 1.61775 1.3966 0.802186 0.695022 106.874 0.179662 1.09807 0.80075 0.557561 0.243189 105.776 15.3374 2.20133 1.45603 13.1361 11.8353 10.5337 8.45809 7.83793 0.620154 0.288836 90.4388 4.82946 85.6093 2.32391 0.954319 83.2854 82.0997 80.9591
internal_count=2900 450 323 290 265 2450 223 114 107 47 60 2336 572 151 98 421 399 374 353 227 126 102 1764 41 1723 63 45 1660 1644 1637
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 1 0 1 1 0 2 2 2 2 2 0 0 1 0 1 0 1 1 0 2 2 1 1 0
split_gain=0.0221706 0.0922775 0.0323743 0.10017 0.130076 0.0563076 0.0874675 0.0365538 0.0261274 0.32075 0.182565 0.176521 0.169124 0.138918 0.112439 0.22112 0.159761 0.297313 0.423263 0.249524 0.176108 0.345896 0.171229 0.349611 0.244152 0.233249 0.271709 0.228234 0.157103 0.26401
threshold=0.62143349005000015 0.47777012665000013 0.67036915065000013 0.57987784795000008 0.59210802070000013 46.177190236600005 0.49901200560000009 0.63075955810000017 0.42829556000000008 0.42892428370000008 0.54910032635000017 41.169697216150006 40.878805547300004 48.315732392000008 38.386256906100009 38.938637541200009 0.55335169605000012 0.54475913895000005 0.43374449865000003 0.55892039160000018 0.4323972336000001 0.56501302355000016 0.43887907550000005 0.44805544745000009 0.57507260265000015 39.468990633150007 41.792045663550006 0.45206730335000006 0.44751654140000008 0.56369569775000017
decision_type=2 2 2 2 2 2 2 2 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 -5 6 -3 -8 10 -10 -1 12 -12 -13 28 -16 17 18 -17 -18 -21 -22 -23 24 -24 -25 27 -27 -11 -30
right_child=1 2 3 4 -6 -7 7 -9 9 14 11 13 -14 -15 15 16 19 -19 -20 20 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=6.5392614755790327e-05 -0.10691613692443358 0.053377944736091976 -0.1051573980258175 0.054555784270741849 -0.10814832382622395 -0.021499608315776089 0.0080682987910342605 -0.10740721578595613 0.090730784205678816 -0.088473095174153624 -0.053174555630488674 -0.10858853106373818 0.055848289485151893 -0.0038802276955379948 0.058307893124304233 -0.083660021770863416 0.046354396886339806 -0.067829386082313911 0.080499627741564606 0.056150948710066942 -0.034876831065791952 0.043127445683318263 -0.11164564061870297 0.070293000691287841 -0.0038739072718454929 0.039659398539188623 0.012153553828203878 -0.11319288932030575 0.074682766852988525 -0.1038268375013781
leaf_weight=91.182820488751105 0.096597229587348177 0.35095784474708558 0.12032329825192889 0.16763504091795767 0.069510639187569723 0.42346333697787486 0.055532261516646031 0.054136450449917106 0.41540076673845661 0.32400737394421142 0.28993800009212012 0.42358310293275281 0.27940991893410683 0.18078372755962846 0.69977288177960772 0.24786061622989908 1.2768352367711475 0.87855422450229526 0.42876287183105433 0.51773515157401462 2.5859208401525375 1.1579602086421799 0.42672935091832176 0.58887361532106286 0.41428808847558685 0.13815467199310649 3.7151168004638748 0.33349943712391905 0.22147472330834717 0.13236779417320577
leaf_count=1764 25 23 78 8 72 32 18 82 11 75 37 39 3 32 21 25 28 17 41 5 46 18 18 20 25 3 153 73 9 99
internal_value=2.04198e-05 -0.0127714 -0.00544667 -0.0308415 0.00686499 0.00482136 0.0290188 -0.0489346 0.000180606 0.00412646 -0.000439036 -0.0396268 0.00032887 -0.0772672 0.00157282 0.00358139 0.000568387 -0.0294581 0.0203647 0.0047545 -0.000622577 -0.00376274 0.00811372 0.000895113 -0.0585569 0.0113649 0.00307665 -0.0684201 -0.0381632 0.00790469
internal_weight=108.198 1.33816 1.24156 0.357469 0.237146 0.88409 0.460627 0.109669 106.86 14.5033 92.3565 1.17371 0.569348 0.604367 14.0879 13.4101 12.7103 1.55518 0.676623 11.1551 9.87828 9.36054 6.77462 5.61666 0.841017 4.77564 4.18677 0.471654 0.67785 0.353843
internal_count=2900 338 313 158 80 155 123 100 2562 687 1875 111 40 71 676 493 472 83 66 389 361 356 310 292 43 249 229 76 183 108
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 2 2 0 1 0 0 1 1 1 0 2 2 0 1 1 1 1 1 0 2 1 1 2 2
split_gain=0.0211123 0.159664 0.171691 0.15508 0.271596 0.154238 0.181108 0.131222 0.245433 0.114156 0.120631 0.112432 0.135475 0.320253 0.300256 0.107705 0.0959807 0.118107 0.184962 0.197595 0.170327 0.0860141 0.252749 0.0930694 0.179436 0.140844 0.0683478 0.167843 0.151629 0.550616
threshold=0.57600071855000012 42.508878681700004 42.654057868200006 42.428475018400007 42.406961525800007 41.811877919650009 41.792045663550006 44.710446918150005 0.61802041855000012 0.44578006650000007 0.62143349005000015 0.56704889075000009 0.44805544745000009 0.45206730335000006 0.43887907550000005 0.56369569775000017 45.673096293200011 47.480720532750006 0.61802041855000012 0.5024400467000002 0.48544953745000008 0.46208197360000008 0.44922307715000004 0.43166372265000008 0.54749857790000023 41.840895355800008 0.42194844465000009 0.42019700010000005 41.941595803500007 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 4 5 6 9 8 -4 -2 -11 15 14 -14 -13 21 -9 -18 20 -20 -19 22 23 26 -25 -26 27 -1 -28 -30
right_child=1 2 7 -5 -6 -7 -8 16 -10 10 -12 12 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-0.00037513622387034916 0.05695655435246854 0.074612806200344398 -0.10940999084477793 -0.12601210594608678 0.10544180130408716 -0.10814295015420883 0.10387107891995753 0.04347972556370653 0.059961431748729692 -0.10630979370549345 -4.4996238917169639e-05 0.040644522965428143 0.10352719512774222 0.0017547499194900528 -0.059365022909415602 -0.028360007912735619 -0.038339685682685198 0.070643966928105137 -0.10796189832146814 0.0021034949406102325 -0.0018399634729980277 0.029363293918553791 -0.050536037823719737 0.057539643647004791 -0.016903107816692371 0.028396861113336114 -0.032482204553192659 0.028286111950590349 0.10710967922744226 -0.039303571520200545
leaf_weight=88.063654898706574 0.098278789864642446 0.31231314801880206 0.2751465815235864 0.17163447165512469 0.14137780666351318 0.26271419960494313 0.10363525152206421 0.51796858754823949 0.12416552631975719 0.25762484492379656 0.18250270313182426 0.69659220038738501 0.52991440519690491 0.74233025139761821 0.52754797662782948 1.3392166771924383 0.71901842882834932 0.60577264548555854 0.22792389423557313 0.57355744901724393 0.69744027675187681 1.0004634268407233 0.98388836700269067 0.81282245682837073 1.4815299841648086 1.2787423334084449 1.8693782751388419 2.0917421613121396 0.40481192246079423 0.70276013969487394
leaf_count=1767 23 11 37 8 1 39 1 10 30 162 176 28 7 38 28 44 31 30 15 74 46 16 30 49 35 18 63 31 4 48
internal_value=1.45011e-05 -0.00615759 0.00338203 -0.0379099 -0.0234554 -0.043597 -0.0171857 -0.0025646 -0.0567442 -0.0404873 -0.0622462 0.000331823 0.021294 0.0441449 -0.00245498 -0.000191321 0.00390956 -0.00334901 0.00860472 -0.0291967 0.0318528 0.000190927 -0.000107835 0.000405225 0.0162434 0.00408286 -0.00020242 0.000289848 -0.0151105 0.0142097
internal_weight=107.796 5.27107 4.05331 1.21777 1.04613 0.904756 0.642042 3.74099 0.399312 0.538406 0.440128 102.525 2.49638 1.27224 1.22414 100.029 3.34168 2.82371 2.10469 0.801481 1.30321 98.6898 97.6893 96.7054 3.57309 2.76027 93.1323 90.1554 2.97695 1.10757
internal_count=2900 694 284 410 402 401 362 273 67 361 338 2206 101 45 56 2105 206 196 165 89 76 2061 2045 2015 102 53 1913 1798 115 52
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 2 1 0 2 0 0 0 1 2 2 2 0 0 1 1 1 0 0 1 1 2 1 1
split_gain=0.0192772 0.227818 0.124269 0.13908 0.103952 0.0505647 0.0337172 0.373322 0.08473 0.190468 0.0816149 0.125984 0.11506 0.10407 0.0683554 0.0531414 0.0612363 0.112704 0.125085 0.227084 0.113621 0.525577 0.0890347 0.183532 0.121153 0.110292 0.11276 0.333251 0.133251 0.0867784
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 44.921040431000009 49.110028829250005 49.49736495185001 0.31123319660000009 0.39672464895000009 52.932444045400004 0.5810754169000002 0.61532588845000014 0.61532588845000014 0.39685937550000011 48.852845034800005 45.673096293200011 47.001379125850008 0.54191491270000014 0.48607826115000008 0.43967246490000006 0.41808628485000005 0.46613873835000008 0.58736265385000019 0.58859016195000013 0.45772581660000006 0.45206730335000006 39.091773401050006 0.44705248345000009 0.47277027635000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -10 11 14 -13 -12 -9 16 22 20 19 -19 21 -18 25 -24 -25 26 28 -28 -11 -26
right_child=6 -3 -4 -5 -6 -7 7 10 9 15 13 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 29 -27 27 -29 -30 -31
leaf_value=-0.10143620233508531 0.024989880793210531 0.072926755144604102 -0.12336506570502206 -0.11071306912494677 0.10438802188758285 0.019454353424968693 -0.09155731920292294 0.01571147808700625 -0.050028811174915228 3.8257139936099007e-05 -0.11300239690135927 -0.10354812789395695 0.010089633238668311 0.026718668408213683 0.07107693598264872 0.017859467822484067 -0.11097121528079434 0.027070400191789142 0.022764231001067777 -0.083775433380243514 -0.072163157121178115 0.10369775616140996 -0.10520378704394483 0.099780839677460445 -0.11417837477861557 0.022823522788239202 0.022847183290956599 -0.070488884586272324 0.028519744914203934 -0.0069048678405222302
leaf_weight=0.051633352725047099 1.3544405277862086 0.37784531823308498 0.11172188725322485 0.089763968717306852 0.11631405353546143 0.10487349855247885 0.46390704742225253 0.48264371156756147 0.76100592719512761 91.570476414073823 0.11188134785038517 0.12943438607180724 0.28592974352795864 0.10182848853582982 0.41450983224422089 1.6733735949965183 0.23022776845391424 0.35273150772991346 1.0393668157994396 0.38825035648187622 0.54872849356252118 0.22601364820729941 0.24146365525159186 0.09584651736804517 0.086000876612679633 2.1864671733696914 0.71966504215043758 0.81659520407174568 1.672652011343472 0.61232641592676629
leaf_count=93 15 20 3 3 1 7 29 27 28 1718 48 30 51 6 34 29 51 11 58 31 21 3 64 5 21 59 28 33 38 335
internal_value=1.53493e-05 0.0149961 -0.031153 -0.00274004 0.0327854 -0.0204288 -0.000104444 -0.0129985 0.000140938 -0.000185123 0.0108799 0.0202111 -0.0253218 -0.0464281 0.0412919 0.000185083 -0.000108367 -0.0147295 0.000383704 -0.0310092 -0.0415033 -0.00462814 0.000307183 -0.0288583 -0.0056459 0.000618683 0.000106439 -0.0267654 0.000549175 -0.0201159
internal_weight=107.418 0.852152 0.474307 0.362585 0.272821 0.156507 106.566 1.99013 104.576 103.221 1.52623 1.31252 0.415364 0.21371 0.897154 102.46 100.787 2.78532 1.78035 0.740982 1.00497 0.456241 98.0015 1.03564 0.794174 96.9659 94.7794 1.53626 93.2431 0.698327
internal_count=2900 127 107 104 101 100 2773 225 2548 2533 196 142 81 54 61 2505 2476 175 100 42 75 54 2301 425 361 1876 1817 61 1756 356
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 0 2 0 1 1 2 0 0 0 0 0 1 0 0 2 1 0 2 0 1 2 2 0
split_gain=0.0181341 0.11902 0.584999 0.327394 0.0661207 0.0738559 0.0623089 0.105223 0.179904 0.285702 0.170451 0.276418 0.135496 0.12173 0.330204 0.2315 0.310018 0.283444 0.163181 0.104008 0.0754482 0.119198 0.0750408 0.0592525 0.0549537 0.314369 0.325585 0.128057 0.0740312 0.269249
threshold=38.994321257850011 38.703421923500009 38.592454371550012 38.512991772500008 38.318569170500005 38.175120519550006 38.115457128050004 0.50579323975000012 37.858673296900008 0.50749977545000013 0.37668033890000002 0.38185982460000006 37.020641110850008 0.51929582950000019 0.52104727400000017 0.52290350590000012 0.52324780695000006 0.52877159370000015 0.3979222179000001 0.47577916830000005 0.54910032635000017 37.572218886150004 0.46208197360000008 0.62406814170000013 39.268993001500007 0.52266399210000014 0.39135055835000004 39.420767558750008 39.646013290900008 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 2 3 4 5 6 7 12 9 -9 -11 -12 -1 -13 -15 -16 -17 -18 -19 -14 -20 22 -22 -24 25 -2 -27 -26 29 -29
right_child=24 -3 -4 -5 -6 -7 -8 8 -10 10 11 13 19 14 15 16 17 18 20 -21 21 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=-0.0012811343017298501 -0.043787347787712594 0.020935165138276875 -0.12827657251956412 0.089257417936055836 -0.021345321050504032 0.030413541200806589 -0.042580517452593718 -0.13760906058422628 -0.079138535548336053 0.059160555950695595 -0.10603743477682748 -0.049478650806196414 0.0061177266224609001 0.10290415501926474 -0.095776019336820298 0.11073454131785299 -0.10811542126601299 0.046484000807693028 -0.071645654937449732 0.054285277713555471 -0.082736511222145648 0.056236735815078299 0.056513246635211227 -0.10265442266195367 0.027223840183533028 0.065055232493953702 -0.022803943349216732 0.013222289164992247 4.3520121569460021e-05 -0.040374205588608263
leaf_weight=3.3455751458779428 1.6756227426230901 3.0344238519282944 0.35175084098227749 0.42028851603481676 1.3548682818093301 0.84857036851099188 0.33737700710116847 0.15424552559852633 0.35259645836910625 0.4467789419286422 0.25788755714893374 0.39414105260948451 0.81322342471821663 0.33332994394004378 0.24410604107833966 0.25286081433296193 0.24206961409799976 0.63359390437835805 0.22071430533651437 0.99897588137537241 0.18119069682150268 0.21013648674943397 0.095669262273673894 0.030955983839753287 1.6889144809683774 0.77509316056966759 0.9253132862613711 1.8241015098465134 82.741792072283999 1.9279975708063828
leaf_count=151 19 48 12 12 36 24 12 2 24 7 6 16 26 6 10 1 34 17 35 17 93 23 65 91 24 4 37 17 2000 31
internal_value=9.96902e-06 0.00316668 -0.00113949 0.00253542 -0.000566856 0.00214164 -0.00037168 0.00117482 -0.0108883 -0.00438027 0.00141918 -0.00691163 0.0106477 0.00209345 0.0104083 -0.00419489 0.00777791 -0.00834872 0.00925034 0.0326701 -0.022687 -0.00182427 -0.0414607 0.0176016 -0.000526338 -0.0130473 0.0172447 -4.69808e-05 -0.000579482 -0.014318
internal_weight=107.114 15.5553 12.5209 12.1692 11.7489 10.394 9.54543 9.20805 4.05028 3.69768 3.54343 3.09666 5.15777 2.83877 2.44463 2.1113 1.86719 1.61433 1.37226 1.8122 0.738667 0.517952 0.307816 0.126625 91.5588 3.37603 1.70041 88.1828 86.4939 3.7521
internal_count=2900 768 720 708 696 660 636 624 430 406 404 397 194 391 375 369 359 358 324 43 307 272 249 156 2132 60 41 2072 2048 48
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=2 0 2 0 1 2 1 1 1 0 2 0 1 1 0 0 0 2 0 1 2 1 1 0 1 2 2 1 1 2
split_gain=0.0229191 0.0543015 0.0901111 0.178999 0.0644269 0.0616607 0.0548562 0.0530759 0.0457814 0.0286721 0.0246166 0.309653 0.0787065 0.165286 0.0211888 0.0316135 0.0413182 0.0181969 0.100506 0.133121 0.0956919 0.185623 0.473134 0.16159 0.300592 0.148225 0.101224 0.101093 0.402659 0.117359
threshold=35.461062230100005 0.49678153350000009 35.131296350900008 0.49850303880000008 0.34392682850000006 32.785955158400007 0.38185982460000006 0.38185982460000006 0.33263974130000007 0.53136133645000017 36.372781240150012 0.50482021495000018 0.38733870245000007 0.38991347565000006 0.51700547890000015 0.54475913895000005 0.56793209785000009 39.211875820650008 0.46928235680000008 0.34193587020000005 38.703421923500009 0.39078171310000004 0.42274183410000005 0.50449088350000015 0.38733870245000007 37.663157789700008 38.441102963850007 0.38991347565000006 0.39051226010000012 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 6 -5 -7 -1 -8 11 -2 -13 -14 -9 -16 -17 18 19 -12 23 -22 -23 25 -25 -20 27 -26 -29 -30
right_child=10 2 -4 5 -6 7 9 14 -10 -11 17 12 13 -15 15 16 -18 -19 20 -21 21 22 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.02732934916554236 -0.05723655894659864 -0.11403098714250844 0.063564250054741353 -0.10688868621821411 -0.065368501324721481 0.092884718913458245 0.058006612649361945 -0.012542042180268912 0.054809825683135631 -0.10067429542267359 -0.075713520327617467 0.084871884488779942 0.10176178033108457 -0.10144326367385217 0.066094867741887012 -0.1010104737240622 0.067201822490218152 -0.00056567842859928542 0.032578426862475571 0.0120740982048497 0.029742643027063233 -0.059642087255425337 0.030086860242964381 -0.06348228537822577 0.040400076945752816 -0.005191954097976478 -0.042734074762764841 -0.12418031815675507 -0.0071487742621710358 0.037705866735305543
leaf_weight=0.13829257008593643 0.67429494381576549 0.11009338125586488 0.37896700177280707 0.0594831922207959 0.1711346455128151 0.14128735568374395 0.05386624551465502 0.12639827217208222 0.13322593030170538 0.014439411968282911 0.3645011139124098 0.26673454791307449 0.077069204300642014 0.083285166051183523 0.13787230002890283 0.030927689513589485 0.027663948051561249 88.452700571193873 2.0031667735893262 0.32832537320371102 3.4434191742911926 0.98893085331656072 1.4482261752300472 0.97565733967348922 0.64195692911744151 2.1586737148463726 0.52015031047358196 0.25211225915700231 1.7042847455961836 0.88684362337471601
leaf_count=37 23 2 18 3 38 9 7 6 14 103 26 6 2 53 11 12 52 2084 21 16 32 15 42 17 7 25 27 5 162 25
internal_value=1.04459e-05 0.0121873 0.0242677 0.00305488 -0.0173142 0.0248314 -0.0366789 0.0417664 0.0129739 0.0244624 -0.000165798 -0.0150375 0.051587 -0.00377925 0.0193965 0.0399447 -0.0215893 -8.5589e-06 0.00312697 -0.0341116 0.00484428 0.0147957 -0.00632266 -0.00155635 -0.0137084 0.0129876 -0.00158407 0.00455739 -0.0035353 0.00820324
internal_weight=106.794 1.52365 1.081 0.702032 0.442653 0.591938 0.127789 0.46415 0.271519 0.0683057 105.27 1.10138 0.427089 0.160354 0.322862 0.196464 0.0585916 104.169 15.7162 0.692826 15.0234 5.88058 2.43716 9.14285 4.98101 4.16184 4.00535 3.4852 2.84324 2.59113
internal_count=2900 312 223 205 89 203 113 90 51 110 2588 84 61 55 81 75 64 2504 420 42 378 89 57 289 243 46 226 199 192 187
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 2 1 1 2 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 2 1 1 1 1
split_gain=0.0193736 0.0461657 0.0754211 0.158487 0.0563795 0.0897213 0.0580862 0.054953 0.0343163 0.0494104 0.0249959 0.0226742 0.0374063 0.0213873 0.340979 0.770603 0.752833 0.231078 0.141636 0.180961 0.193637 0.366238 0.162838 0.628563 0.162721 0.133107 0.148361 0.109713 0.29134 0.264775
threshold=35.461062230100005 0.49678153350000009 35.131296350900008 0.49850303880000008 34.542090938800008 34.176526048000007 0.34392682850000006 0.36543816055000006 32.785955158400007 0.38185982460000006 0.53136133645000017 0.51243974730000008 0.38733870245000007 0.50300889195000009 0.37138109635000011 0.51243974730000008 0.50579323975000012 0.49850303880000008 0.51589772760000019 0.51929582950000019 0.52029879345000019 0.52161611930000007 0.39078171310000004 0.52366695610000014 0.52324780695000006 36.921550069850007 0.36195024100000012 0.39388042275000007 0.39167988980000007 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 -11 -10 -13 17 16 -16 -15 -2 -17 -20 -21 -22 24 -24 -23 -19 -27 28 -25 -29
right_child=13 2 -4 7 -6 -7 -8 8 11 10 -12 12 -14 14 15 18 -18 25 19 20 21 22 23 27 -26 26 -28 29 -30 -31
leaf_value=0.015873938830646434 0.00019303844091280334 -0.11255985963896327 0.059455660692090642 0.10084538566413426 -0.059150427857841484 0.093653035745533755 -0.10729228351674441 -0.10620086577487349 -0.023022036958105074 0.054030716960234176 -0.10061018478099447 0.10091330554387726 0.018029825914249332 0.085513536060946402 -0.091617309969058328 0.026267884642573278 -0.01179910317179147 -0.0044221232746565224 -0.049530602473459029 0.054587033248147065 -0.058615713617951863 0.027970453543820023 -0.12906839866765774 0.0063958795089848128 -0.0065318601293825581 -0.01203704848534301 -0.066583426567858678 0.037781764666191944 -0.10536933025440864 -0.0013247384787863272
leaf_weight=0.10258850811260956 56.596155256206089 0.10085175000131108 0.365377285430867 0.079094467218965292 0.17794391052302672 0.091248905340762576 0.061092835818961078 0.054153399483766407 0.074468849634286016 0.052141156847937964 0.013073222623553704 0.07271675206720829 0.21677723340152255 1.4720088527537876 0.91605176442408165 2.123939756944309 1.7284949964159748 1.6238553170114749 0.73121353277724566 0.65517394634070925 1.0450473171658803 4.0460442476905873 0.38189647874242183 0.68000632159237528 2.0643742744723568 0.88302685320377383 1.1455058856026878 1.8510014284547676 0.35498549563362758 26.777800774121673
leaf_count=43 959 2 18 5 11 8 27 3 6 7 103 3 76 34 59 24 41 11 22 10 17 26 19 14 46 16 29 37 48 1176
internal_value=9.44387e-06 0.0114436 0.0229728 0.00287566 -0.0159539 0.0141977 -0.0300969 0.0235751 0.0109302 -0.0355977 0.0230306 0.0261898 0.038849 -0.000149595 0.00150436 -0.000913927 0.0329579 -0.00138022 0.001127 -0.000256812 0.000694935 -0.000254194 0.00143267 -0.00159376 0.016314 -0.0257589 -0.0428392 4.73699e-05 -0.0319378 0.0012037
internal_weight=106.538 1.46153 1.02865 0.663277 0.432874 0.25493 0.163681 0.562425 0.483331 0.119368 0.0652144 0.363963 0.289494 105.077 44.828 41.6275 3.2005 60.2485 40.7115 38.5875 37.8563 37.2012 36.1561 30.0457 6.11042 3.65239 2.02853 29.6638 1.03499 28.6288
internal_count=2900 312 223 205 89 78 70 203 198 113 110 85 79 2588 1573 1498 75 1015 1439 1415 1393 1383 1366 1294 72 56 45 1275 62 1213
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 0 2 2 2 2 1 1 2 1 0 2 1 1 2 1 0 1 2 2 2 2 0 0
split_gain=0.0188998 0.160127 0.0916757 0.085918 0.178411 0.078889 0.182826 0.27941 0.131704 0.240116 0.134242 0.147268 0.131267 0.195451 0.121535 0.798705 0.589114 0.387595 0.330451 0.265354 0.183957 0.404654 0.585202 0.152736 0.203707 0.160747 0.200559 0.156434 0.468494 0.957033
threshold=42.852084787850011 42.898324343550009 42.988308018450006 42.718072821900002 0.34587287805000005 0.56501302355000016 42.487106141350004 0.57600071855000012 42.428475018400007 42.406961525800007 41.811877919650009 41.792045663550006 0.43887907550000005 0.45051046375000009 42.178283198950005 0.42067602765000006 0.49588335680000006 42.526729949000007 0.34560342505000002 0.34542378970000004 41.872669623500009 0.34988473400000003 0.48119816770000007 0.32600820335000008 39.468990633150007 41.792045663550006 41.726652433350004 41.322103772800006 0.48077901860000011 0.49128768600000011
decision_type=2 2 2 2 2 2 2 2 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 14 7 12 9 10 11 -9 -7 -14 20 16 18 -18 19 -16 23 22 -22 24 -1 26 27 -25 -29 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.026624839124776697 0.04203939572481849 -0.039984658714026552 0.0017341976168401985 -0.063967823269988455 0.011776613591295769 0.057189063236569276 0.061507340135371805 -0.038439875451488005 -0.12605500721674515 0.10479556941642115 -0.1071882669454763 0.10316365835689852 -0.047885122537855242 0.032448745760187345 -0.01843842411411948 -0.093507082999340366 -0.0047606808042298179 0.065457993045054286 -0.048739877410049731 0.049556749212424693 0.044526888282243042 0.055502421211381214 -0.038736134747816099 0.00022927021210869167 0.057644667210629622 -0.030154503171753014 0.035785485758054514 0.016564663248780215 -0.076771753659941322 0.014222441800698546
leaf_weight=0.41173083104058494 0.97986216946674431 0.53883935268266014 23.441921350536177 0.63382184136742015 0.61050162295668997 0.78880853536248485 0.65997044352207002 0.50785929220010195 0.14492378959039343 0.12612995505332947 0.23549831778882435 0.085861906409263611 0.45161146794998763 0.91948259870798665 1.9286930138764531 1.0585747773293395 1.4716621172847228 1.6874415366910396 2.4471228689653799 0.81709760008379806 1.505326670595877 1.8869027581531552 1.9217280205339191 49.041708186249139 0.94581454109356855 1.9392910031601776 1.4539374183514144 2.8627144741476505 2.5089167263358831 2.1432112150068861
leaf_count=47 22 33 902 24 20 23 23 361 6 1 39 1 17 46 58 23 33 17 39 14 38 42 17 885 29 25 16 30 21 48
internal_value=9.27309e-06 0.00241582 0.000796789 -0.000730526 -0.0268054 -0.000324713 0.013509 0.00379256 -0.0372247 -0.0237494 -0.043302 -0.0179617 0.0246871 0.00598835 -0.00103797 -0.0116757 -0.00130404 0.0327468 -0.0220188 0.00179571 0.000464667 0.0183131 -0.00216302 -0.00108239 0.0320865 -0.00183349 -0.000886713 -0.00182947 -0.0152648 -0.0348512
internal_weight=106.157 24.9606 23.9808 81.1963 1.24432 79.952 3.92015 3.26018 1.10027 0.955349 0.82922 0.593721 2.1599 1.37109 76.0319 9.41059 8.35202 3.1591 5.19291 2.74579 66.6213 5.31396 3.42705 61.3073 1.35755 59.9498 58.0105 56.5566 7.51484 4.65213
internal_count=2900 957 935 1943 44 1899 517 494 408 402 401 362 86 63 1382 184 161 50 111 72 1198 97 55 1101 76 1025 1000 984 99 69
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 2 2 2 2 0 2 2 2 1 0 0 1 1 1 1 2 1 1 2 0 2 1 1 0
split_gain=0.0203258 0.383824 0.248531 0.134721 0.130788 0.0847658 0.547677 0.348557 0.488068 0.198968 0.186741 0.127096 0.34699 0.423277 0.0992694 0.298989 0.205154 0.208582 0.248799 0.365861 0.696875 0.60725 0.515783 0.385903 1.0949 0.847483 0.303177 0.471469 0.201154 0.275199
threshold=0.35585760905000008 0.35759408400000009 0.35165114815000004 0.35877668335000007 0.36106703390000006 39.468990633150007 39.134693790050008 40.12915366295001 40.21994457600001 40.380906245900007 0.47886290830000006 40.621691032550004 40.922041107600009 41.028010303750008 0.3465914194000001 0.48661716715000009 0.48271009850000007 0.34608245260000009 0.34587287805000005 0.34569324270000007 0.34545372890000009 43.245737185650007 0.3453339720000001 0.34479506600000004 41.348489042950007 0.48140774230000011 42.852084787850011 0.34515433670000012 0.3447052483500001 0.47512050540000011
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 6 -1 10 -9 -10 -7 -11 -13 -14 15 16 17 18 19 20 22 -22 23 25 -25 28 27 -26 29 -15
right_child=1 3 -4 4 -6 7 -8 8 9 11 -12 12 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0016128055114383155 -0.066839944622576281 0.03871646095245701 0.040751593114819601 -0.037636092934610767 -0.00023508335784849975 -0.007653530488259167 0.098226939208914288 0.071441544144690575 -0.03552651341413289 0.026631150488838524 -0.054192421739690237 -0.03958489677797989 0.060964534574151734 0.0053429803102510304 -0.013261324705656649 0.035087185626757174 -0.022236905350175432 0.041149019307104379 -0.036693017051825504 0.033849723599791791 -0.093623159947170742 0.012327587489577851 0.054797239555381128 -0.10656169156398676 -0.044805816345984427 0.10460775099854014 0.033952290908016207 0.028616516683738397 0.048102915452360312 -0.047731582815816291
leaf_weight=3.5536002369667505 0.88107919886009867 0.87123634375444581 1.5563926696813712 0.95314706367753288 49.05664624579191 1.6754431205226858 0.64992452337173734 0.97259296290576358 1.5366412989242224 1.8645635795437545 1.7762914793565867 2.1067931401667002 1.1837837127968658 6.0437436410247365 4.7602361059203977 2.5477436545770606 3.8218603825662276 1.3300703166969459 1.6768553519141267 3.3323689795361124 1.4346282228134435 0.86839924782543665 1.848728610837951 1.1829706039425207 2.278545035514981 0.89809071272611696 1.7442857261517017 1.4193731120576556 0.85354263265617181 1.1653253711881459
leaf_count=140 22 22 34 22 1904 26 9 8 16 22 18 24 8 221 42 20 40 21 19 30 39 15 29 14 40 4 34 28 8 21
internal_value=1.45869e-05 -0.0014019 0.00137029 -0.000268743 -0.000947917 0.000203397 0.0138238 -0.000981422 0.00137415 -0.000178231 -0.0316028 0.001104 -7.13144e-05 0.00209711 0.000224161 0.00220262 -0.000599549 0.00257164 0.000498223 0.00320149 -0.00197295 -0.0536725 0.0048563 -0.00106747 -0.0193672 0.0124626 -0.000413814 -0.0166241 0.00219863 -0.00323637
internal_weight=105.845 51.7621 54.0828 50.881 50.0098 52.5264 4.20352 48.3229 44.8711 43.8985 3.45173 42.3619 40.4973 38.3906 37.2068 32.4465 29.8988 26.0769 24.7469 23.07 19.7376 2.30303 17.4346 15.5859 6.62517 8.9607 5.4422 3.69792 8.06261 7.20907
internal_count=2900 1970 930 1948 1926 896 149 747 703 695 44 679 657 633 625 583 563 523 502 483 453 54 399 370 116 254 102 68 250 242
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 1 2 0 2 2 1 1 1 1 1 1 1 0 0 0 1 1 1 2 2 1 0 0
split_gain=0.0202811 0.158006 0.420737 0.244565 0.142815 0.139268 0.104539 0.582892 0.39511 0.48085 0.444703 0.10216 0.492068 0.298041 0.285514 0.405674 0.64099 0.615064 0.471998 0.641859 0.237026 0.150278 0.111666 0.161865 0.314192 0.496525 0.504412 0.213081 0.12368 0.511026
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.532441862050007 41.134354310300004 0.34560342505000002 0.3447651268000001 0.34491482290000003 40.496232821400007 0.47851860725000006 39.56957118270001 40.79983011445001 0.34560342505000002 0.35877668335000007 0.34524415440000006 0.3453938505000001 0.34554354660000003 0.34632196640000007 0.35585760905000008 0.48543456785000005 0.55671985870000007 0.49588335680000006 0.36501901140000009 0.38906020780000011 0.38185982460000006 39.852039223600009 37.272044000450002 0.38991347565000006 0.52324780695000006 0.52772372085000019
decision_type=2 2 2 2 2 2 2 2 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 -6 8 -8 9 10 -1 14 -13 -14 -9 -16 -17 -18 -19 -20 -15 -21 -23 24 25 26 -24 -25 -29 -30
right_child=1 2 3 -5 5 -7 7 11 -10 -11 -12 12 13 20 15 16 17 18 19 21 -22 22 23 27 -26 -27 -28 28 29 -31
leaf_value=-0.0035669878894238473 -0.027909281364337336 0.077009217172672118 -0.037811629720630985 3.3619926927368368e-05 0.0004560974059658732 0.031769909480725909 0.064041551822260637 0.036307719341796246 -0.073446700064977818 -0.060351585739473981 0.076215230703399584 -0.066153405802659923 0.050072944510513653 -0.041907532853252091 -0.059474401496619179 0.077387862276709407 -0.067872822254663262 0.058856022803074948 -0.11541973069106776 0.048618809663547619 0.019952236043713819 -0.029382142209266646 -0.010638352086932373 -0.058511688032306067 0.046933963366986492 -0.045183081780470771 0.05813881693925043 0.012379512098171352 -0.11560972748971964 -0.0036471331474832109
leaf_weight=3.1955808467234581 2.149101781983517 0.69563513618777406 1.7697480052192975 48.578940160635455 2.7909587322938014 2.8920330743835621 1.4346298934470088 2.154394683716073 0.9083379837720712 1.1094990689307449 0.89413066224005877 1.3343778621638183 1.040615208912641 1.3550542020238938 1.1555046098707347 1.057432902976873 1.3467707275413001 1.3563097483390745 0.48651580858465138 0.63324776501395064 1.1409596972397364 1.2887504305690551 2.4820962022786279 0.70758946402929979 1.9902043384499846 1.6735998744261449 1.8695067870430646 4.1638399693620149 0.42288993205420311 11.318528736526369
leaf_count=118 22 11 33 1474 29 37 14 26 18 13 12 15 9 21 18 9 17 36 41 14 40 22 36 9 32 25 28 43 46 632
internal_value=2.64207e-05 -0.00134779 -0.000229477 -0.00129663 0.00142669 0.0163915 -0.000401427 0.00144143 -0.0125953 -0.00196419 0.0138757 -0.00086263 -0.0144096 0.00511345 0.00107208 -0.00130366 0.000878885 -0.00184148 0.00129059 -0.0015972 -0.0136306 0.000488525 -0.000687475 0.000814063 0.0124854 0.00110654 0.0189092 -0.00481713 -0.00242838 -0.00767968
internal_weight=105.397 53.1934 51.0443 50.3487 52.2034 5.68299 46.5204 40.4128 6.10755 5.19921 4.08971 38.9782 4.87101 3.53663 34.1072 31.9528 30.7973 29.7398 28.3931 27.0368 2.49601 26.5503 25.917 24.6283 8.01541 6.0252 4.3516 16.6128 15.9053 11.7414
internal_count=2900 1540 1518 1507 1360 66 1294 1133 161 143 130 1119 85 70 1034 1008 990 981 964 928 61 887 873 851 121 89 64 730 721 678
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 2 1 2 1 1 2 2 2 0 0 0 2 2 0 2 1 1 0 1 0 2 0 0 2 2
split_gain=0.0194029 0.293651 0.148359 0.143303 0.535909 0.366424 0.210489 0.351332 0.322766 0.980349 0.142286 0.670646 0.178767 0.440475 0.224437 0.274485 0.193314 0.343857 0.634051 0.404497 0.210898 0.362969 0.342826 0.241795 0.16615 0.183163 0.140513 0.203656 0.115127 0.534362
threshold=0.48181192180000004 0.34458549145000011 0.48140774230000011 40.922041107600009 0.47997065955000012 41.169697216150006 0.34500464060000008 40.259171735100004 0.34554354660000003 0.35319301815000009 41.468518788800004 41.558544840500012 41.726652433350004 0.48101853240000009 0.48041974790000003 0.47997065955000012 41.872669623500009 43.968221017800005 0.47905751325000007 44.157169339850007 0.3447651268000001 0.34542378970000004 0.4755546241000001 0.3447052483500001 0.47706655490000011 42.207998345450008 0.47694679800000012 0.47470135625000004 38.938637541200009 38.115457128050004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 7 26 -8 -10 -7 -12 -13 14 15 16 -14 18 20 -19 22 -22 23 -18 25 -23 27 28 29 -1
right_child=1 -3 -4 5 -6 10 8 -9 9 -11 11 12 13 -15 -16 -17 17 19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012017821028095652 0.07093917719268443 0.0004180311923437075 -0.037905675527087436 0.047309986015842159 -0.067581562469499437 -0.01995207114066298 0.03919331494725898 -0.062496017923924133 -0.12048804574023153 0.071810328368005882 0.092296698308766398 -0.04792183601627114 0.026402112966523034 0.04473730489643149 -0.050551502971092711 0.046382162886390119 0.01022141737689026 0.069117375511181731 -0.13121988457647021 -0.0035620670260528607 -0.079925211522041906 0.012244207308498354 -0.064334831417584934 0.10641478772032245 0.011049750037000282 -0.1124586312534325 -0.022135602780472302 0.061604478658133482 0.027265345987044505 -0.13360991664722222
leaf_weight=1.2314898431862378 0.59568317013326932 67.392278567990203 1.1047030867775891 1.7740649476545538 1.4175246543018136 3.055518883928019 2.3261654323942769 1.1516544195910681 0.54737578788262886 0.51411453812902153 0.81088395483675668 0.76481200259877624 1.7316595525917389 2.0818416158217579 0.97806378826499063 1.1259807324968285 1.2998927225808627 0.87724757380783547 0.53498845698777575 6.0253248966205319 1.0889071908006829 0.21032401511911292 0.51100712822517369 0.32705704867839802 1.3445247455383649 0.26769780132019605 1.9781396035104988 0.65275336941704143 0.89567833150431386 0.31678494363950438
leaf_count=93 8 2049 14 20 22 35 34 20 17 38 10 20 20 16 9 14 104 12 18 123 65 8 10 2 29 42 18 6 15 9
internal_value=3.35033e-05 0.00103591 -0.00181111 -0.000698609 -0.0101812 0.00351781 -0.00171796 -0.012632 0.0183421 -0.0273516 0.000145215 0.00321864 -0.000549464 0.00141913 -0.0041058 -0.00114536 -0.00490909 -0.00925124 -0.0277005 0.00567476 -0.0167325 -0.0342455 0.00711656 0.0295587 -0.00695347 -0.0575908 -0.00131621 0.011983 -0.0012704 -0.0177784
internal_weight=104.934 67.988 36.9462 35.8415 11.0317 24.8098 9.61416 6.2265 3.38766 1.06149 23.0357 19.9802 19.1693 18.4045 16.3227 15.3446 14.2186 12.487 5.5844 6.90257 5.04941 2.91145 2.13796 1.62695 1.82255 0.478022 5.07485 3.09671 2.44395 1.54827
internal_count=2900 2057 843 829 272 557 250 161 89 55 537 502 492 472 456 447 433 413 278 135 260 144 116 106 79 50 141 123 117 102
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 0 2 1 2 2 2 2 0 0 0 1 2 1 0 2 0 0 2 1 0 0 2 2 2
split_gain=0.0191678 0.126458 0.117944 0.0930298 0.530044 0.352062 0.211706 0.646345 0.632571 0.56463 0.314789 0.203142 0.159793 0.440632 0.185126 0.101141 0.243107 0.307625 0.291286 0.452661 0.226398 0.119337 0.205958 0.471592 0.180362 0.150097 0.436576 0.589373 0.163442 0.972763
threshold=41.322103772800006 41.289992964000007 41.395309858300003 0.34491482290000003 0.47943175355000006 40.496232821400007 0.47778509625000004 40.421032462050007 0.34512439750000007 41.21013581150001 40.166811829450005 41.134354310300004 39.788107623550012 0.47694679800000012 0.47470135625000004 0.47997065955000012 0.3453938505000001 41.061442884200012 0.35585760905000008 0.48759019190000008 40.259171735100004 0.56704889075000009 0.56167480015000015 38.938637541200009 0.43887907550000005 0.55671985870000007 0.54679500610000009 38.592454371550012 40.305698932850007 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 10 -8 11 -5 15 13 14 -1 -10 -17 18 20 -20 -18 22 25 -24 -23 26 28 -28 29 -21
right_child=2 -3 -4 6 -6 -7 8 -9 9 -11 -12 -13 -14 -15 -16 16 17 -19 19 21 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0035471986246997048 -0.024116856881375097 0.030308465395205347 -0.00032891847659942289 -0.12128668243975418 0.048051256131048763 -0.063612710691657151 -0.072710483689776895 0.067080242718140157 0.022324187548690769 -0.064657120725687411 0.034690824623338355 0.041163291459821866 0.034120288520603663 -0.082233371956836679 0.057533015447921936 -0.045905383411780638 0.0046396633079634035 -0.05866169236883742 -0.081168891661056508 0.0049368333386504235 0.056334551094644518 0.085784830201355869 0.03696907054042136 -0.084557977208073148 0.009383930201536151 0.036282780319476869 0.045785790319179016 -0.11467830200018268 0.022210010463201452 -0.083924643891641434
leaf_weight=2.3329445424611484 2.1736680843100649 1.4703480333193955 50.70644028656659 0.33619087582002194 2.563454108312726 0.91122904178155284 1.2587044861284074 1.39179010749649 1.9605510225519527 1.3313599937036986 0.21034192902880022 1.2553761289891543 1.3005861578822075 0.63695367611944664 0.63026654021814454 1.1660231035202731 1.7368758619995852 0.85426525358775407 0.68981566717866627 17.558470383572988 1.6538857466075567 0.38880377812847555 0.51208256229005999 0.84825751400057925 1.5052684142199515 1.159455558016133 0.33613238462609618 0.71745660628221231 3.5068785156472577 1.3248659431701515
leaf_count=113 22 11 1518 48 19 24 12 17 30 23 6 16 15 8 6 11 21 16 15 334 20 23 27 25 359 32 34 30 46 19
internal_value=3.09013e-05 0.00140309 -0.00130674 0.000554398 0.010172 -0.00653521 -0.00137716 0.0308943 -0.00295023 -0.000669858 -0.0612562 0.00162177 0.00407759 -0.00677556 0.00944439 0.000239791 -0.00103522 0.000560253 0.00214429 -0.00114703 0.0298545 0.000834487 -0.000933304 -0.0388107 0.025067 0.00116098 -0.000576036 -0.0634845 0.00238417 -0.00129774
internal_weight=104.429 51.5486 52.8801 50.0783 8.37543 5.81198 41.7029 1.93832 39.7645 38.5058 0.546533 37.1745 4.90075 3.60016 2.96321 35.9191 33.9585 32.7925 31.9382 28.5475 3.39076 27.8577 25.9636 1.36034 1.89407 24.6033 23.4438 1.05359 22.3902 18.8833
internal_count=2900 1360 1540 1349 185 166 1164 71 1093 1081 54 1058 142 127 119 1042 1012 1001 985 944 41 929 547 52 382 495 463 64 399 353
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 2 2 2 0 0 0 1 0 2 1 0 2 2 0 1 1 0 1 0 2 0 1 2 2
split_gain=0.0166386 0.391233 0.20161 0.147535 0.083394 0.624184 0.33531 0.453371 0.336147 0.243756 0.284698 0.243584 0.22119 0.519287 0.221092 0.147704 0.173202 0.126465 0.247465 0.262485 0.827658 0.486416 0.107687 0.161679 0.161282 0.396256 0.132223 0.250839 0.123779 0.349925
threshold=41.43512228960001 41.348489042950007 41.532441862050007 41.289992964000007 0.34548366815000003 0.34560342505000002 41.061442884200012 40.79983011445001 40.712530798250008 0.47814436690000012 0.48077901860000011 0.47727612945000003 0.3453339720000001 0.47943175355000006 41.24714903835001 0.34458549145000011 0.47739588635000008 41.134354310300004 41.061442884200012 0.48320409570000006 0.34632196640000007 0.35675578575000005 0.56704889075000009 0.43887907550000005 0.56167480015000015 38.938637541200009 0.55671985870000007 0.42892428370000008 40.742467179200005 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 7 8 12 11 -11 -7 13 15 17 16 -1 18 19 -12 -21 -22 24 -24 26 -26 27 -23 29 -25
right_child=2 -3 -4 -5 5 9 -8 -9 -10 10 14 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0076608242914833306 -0.034360324667897318 0.041322810194794668 -6.4670508107703755e-05 -0.027295213568893469 -0.091218098696946318 -0.0072568832574781781 0.041384164620252462 -0.061424574937101663 0.062181729436054045 -0.067297721892772125 0.058256912726305343 0.10894189745143659 -0.039995792774299932 0.046823169134915688 -0.054573275724094907 -0.028006758787019206 0.042785417619423803 0.036795043454824199 -0.053258975155540858 -0.11943732380962957 0.066134997747068089 0.00061027968750654391 0.082717555047985974 0.036417892430080333 0.033627437552300493 -0.078827580615276033 0.033083527986285499 -0.047261744182009013 0.063102654776602027 -0.075615707908405549
leaf_weight=3.1118365341693512 1.7772110664191121 2.3309420858231524 48.263365783573761 1.9848090457802516 0.76882040477357705 0.32595005563479063 2.3611544548330121 1.0871850556541165 0.97959949749929442 0.64220797829329868 0.79449748068874271 0.4040123401209712 1.1730968265770805 2.3163158884271979 0.72807157061242733 2.4062959255176679 0.87113627593498666 0.96558780124541854 0.84722421942046722 0.56895713508129375 1.1482954977545912 22.646421580899229 0.3641949010643647 0.72590644460428755 0.50695837773366637 0.8204396518485737 1.1452104007487367 1.150126403282228 0.32491913556714269 0.45262525542239018
leaf_count=122 33 22 1474 22 12 44 27 16 7 15 10 3 15 23 12 39 10 16 16 5 22 423 23 271 27 25 32 46 26 62
internal_value=3.07181e-05 0.00124889 -0.00128269 -0.000560612 0.00050841 -0.0020999 0.00694966 0.000143299 0.00630778 -0.000117468 -0.00135105 0.0570557 0.000767153 0.00626005 -7.5001e-05 -0.00844539 0.00337253 0.00114733 5.4457e-05 0.00152821 1.85063e-05 0.00233932 -0.000264256 0.0229374 -0.00191381 -0.0358789 -0.000106197 -0.00170345 0.00845632 -0.00660958
internal_weight=103.993 53.9528 50.0406 51.6219 49.637 35.3304 14.3066 11.9455 10.8583 34.5616 33.8316 0.729962 9.87868 8.70558 33.1894 6.38927 3.98297 32.4614 31.4958 30.6486 29.8541 29.2851 28.1368 1.86765 26.2692 1.3274 24.9418 23.7965 1.50345 1.17853
internal_count=2900 1393 1507 1371 1349 1090 259 232 216 1078 1031 47 209 194 1016 171 132 1004 988 972 962 957 935 382 553 52 501 469 359 333
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 1 1 1 1 0 0 2 2 2 1 1 0 0 0 1 0 0 0 0 2 0 2 1 0
split_gain=0.0193985 0.275734 0.11961 0.1796 0.13248 0.114822 0.191448 0.345235 0.144291 0.111184 0.102607 0.210587 0.569789 0.133262 0.12594 0.121481 0.267273 0.205297 0.170891 0.23892 0.263123 0.722096 0.487441 0.490171 0.42271 0.156492 0.695273 0.367134 0.153109 0.1448
threshold=0.54317236010000014 0.54475913895000005 0.41865513010000005 0.54017843775000018 0.4211999641000001 0.41917906650000009 0.42194844465000009 0.42552618185000007 0.40367054880000008 0.41753240920000007 0.52803808270000008 0.52975958800000011 37.858673296900008 40.380906245900007 38.828362408050005 0.39024280710000009 0.38906020780000011 0.52104727400000017 0.51700547890000015 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50300889195000009 0.50109278165000015 0.50579323975000012 39.468990633150007 0.52428071015000011 41.395309858300003 0.36501901140000009 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 -7 -8 -3 10 15 12 -12 14 -13 16 17 18 19 20 22 -22 23 28 -24 -17 -27 -28 29 -1
right_child=1 5 3 -5 -6 6 7 -9 -10 -11 11 13 -14 -15 -16 25 -18 -19 -20 -21 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0001537873840431034 0.038219457199805226 -0.0034282967452367906 0.0081286992794566467 -0.0086402891724165227 -0.10758215956706518 0.031255113308359894 -0.066489253077654964 0.00031437718613009172 -0.10540806609412351 0.031598508491272721 0.034047182936686446 -0.079617155075280832 -0.11403533125816941 0.0043077200758907279 -0.0071525353397057919 -0.0032962338192330598 -0.035474361242338673 0.043110181938364418 -0.032630135588114048 0.031843767851960782 0.033076264971167217 -0.083492878201655338 0.080865455244318485 -0.063846746072995897 -0.0033121478743434771 0.078306160600417229 0.027298032461784305 -0.082165168671666081 -0.029186993234525938 0.021151540396533941
leaf_weight=51.846332637938389 1.9825974815721519 0.33919995443830231 0.13608053652569596 1.9173311954946255 0.36259874403208414 1.7886303560126204 0.81890408857725461 13.981983679356395 0.23477279970978771 1.1007222428452212 0.44118725974112638 0.40625155129237089 0.63214973866706714 3.8168303940647093 0.58548055356368423 2.3535283446879012 2.1169666024507015 1.117741907823073 1.5771454744171922 2.371053948198095 0.91522192372940425 1.2671624602808149 1.3843342154286795 1.2188636492937792 1.0482978927902875 1.4739631409167944 0.66051578987389781 0.57151177639025263 1.7144467586967937 3.3991546640172592
leaf_count=979 33 40 5 28 84 29 22 955 51 15 9 34 42 79 12 68 22 36 31 29 17 53 36 13 14 40 11 41 29 43
internal_value=3.61459e-05 0.00291 -0.000615517 -0.0225451 -0.0760068 -0.00116868 0.000352701 -0.00338174 -0.0451412 3.0459e-05 -0.000398958 -0.0131176 -0.0531671 -0.00417805 -0.0368368 0.000598027 -0.000483895 0.000607675 -0.000104123 0.000683084 -0.000493523 -0.0346075 0.000734791 -0.00109896 0.0445907 0.0155618 0.0319635 -0.0234797 0.000243759 0.00115709
internal_weight=103.581 19.1461 84.4349 2.41601 0.498679 17.1635 16.5895 14.8009 0.573973 82.0189 80.9181 5.8819 1.07334 4.80856 0.991732 75.0362 69.9767 67.8598 66.742 65.1649 62.7938 2.18238 60.6114 58.1788 2.43263 5.05952 2.70599 1.23203 56.9599 55.2455
internal_count=2900 1130 1770 117 89 1097 1006 977 91 1653 1638 176 51 125 46 1462 1302 1280 1244 1213 1184 70 1114 1064 50 160 92 52 1051 1022
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 2 2 1 0 2 2 2 2 1 2 2 2 0 0 2 0 2 1 0 0 2 2 2
split_gain=0.0177936 0.126435 0.340191 0.168369 0.11738 0.0710013 1.19522 0.405084 0.321261 0.296806 0.594887 0.383793 0.229936 0.184327 0.272921 0.367235 0.545748 0.263564 0.152886 0.173088 0.648866 0.459032 0.751524 0.543439 0.233995 0.177917 0.48038 0.363755 0.341523 0.295969
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.532441862050007 41.289992964000007 0.34500464060000008 0.48218616210000004 41.558544840500012 41.678468725050003 0.3459626957000001 0.48101853240000009 42.297164883650005 41.919251152600005 43.968221017800005 41.872669623500009 0.34542378970000004 42.686561923500008 42.718072821900002 42.049402686800001 0.49588335680000006 0.49678153350000009 43.45354240915001 0.48320409570000006 44.015822920550008 0.35165114815000004 0.52511900840000014 0.53136133645000017 44.086690780350004 44.269496632500008 43.147345722250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -5 -7 -9 10 13 -12 -11 14 -10 17 -17 -16 -14 21 -21 22 -20 -23 -22 29 27 -27 -29 -26
right_child=1 2 3 5 -6 7 -8 8 9 12 11 -13 18 -15 15 16 -18 -19 19 20 24 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00054028977111454191 -0.024928395800306168 0.07154743116005334 -0.031304151658615879 0.0027853712497389596 0.029258145668504539 0.07223499206312535 -0.12977288965689843 -0.048915760342861922 0.018781872445348121 -0.037542803593347496 0.071995972431425401 0.016841589174925176 0.029397119725902501 0.02897719248644863 -0.025711332253355479 -0.056237716401852766 0.049948670711343769 -0.12899338634085158 0.0068210383700173923 0.091271840730538678 -0.054400062348979608 0.083514997824279194 -0.080744894725724381 -0.025076215826694798 0.047682837902960282 -0.11865579860096956 0.00054641771393052646 0.10228426877591085 -0.10217394443698667 -0.011104876675289043
leaf_weight=49.005072835563993 2.1630509039313202 0.65162163263357697 1.7885218484479981 8.3484956280763605 1.4658584160029011 0.79977208246964338 0.74053396913223046 1.2805491089347913 1.5170807978138308 1.8674897708287996 2.2141777323558927 2.9327048645354807 1.5368796556399527 1.1644944885629227 0.44764867973572142 1.0695244082016868 0.88411363428076573 0.5514550409820913 1.9338968904310179 0.77543165907264011 0.82061690837145107 0.82214366368862091 1.9872475131414828 1.0486990766146389 1.8467726442436281 0.62094214450644258 10.907594251364115 0.18334849923849106 0.14735920545581394 1.5969265252401781
leaf_count=1349 22 11 33 264 11 9 11 35 13 56 13 27 35 18 24 31 23 29 39 4 7 13 25 36 33 44 523 3 43 116
internal_value=3.27236e-05 -0.00125341 -0.000239064 -0.00117772 0.00137436 -5.62604e-05 -0.00801489 0.00180057 0.000324264 0.00203414 0.0159917 0.0405689 -0.00373238 -0.00645928 -0.0156913 -0.0334032 -0.00818335 -0.0827178 -0.00112626 -0.00319364 0.00191954 -0.0181121 -0.0375576 0.0226443 -0.00237769 0.000411999 -0.0053984 -0.0735365 0.0111803 0.0204216
internal_weight=103.12 52.6491 50.486 49.8344 50.4709 48.0459 9.08903 38.9569 38.1571 36.8765 10.7812 5.14688 26.0953 5.63432 4.46982 2.95274 1.95364 0.999104 24.2279 22.691 16.899 5.79199 3.92114 1.87084 16.1236 15.3029 11.8592 0.95165 0.330708 3.4437
internal_count=2900 1540 1518 1507 1360 1474 275 1199 1190 1155 178 40 977 138 120 107 54 53 921 886 773 113 64 49 769 762 613 90 46 149
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 1 1 1 0 2 2 1 1 2 2 1 2 0 1 0 0 1 1 1 0 0 1 1
split_gain=0.0190326 0.21576 0.160045 0.158813 0.106891 0.231126 1.08717 0.0792581 0.397858 0.0747576 0.352861 0.285865 0.730373 0.320294 0.826962 0.272839 0.206378 0.733634 0.2277 0.197476 0.91381 0.18168 0.423263 0.159811 0.102267 0.365706 0.0881492 0.0866953 0.0738141 0.130818
threshold=0.48181192180000004 0.34458549145000011 0.48101853240000009 0.48077901860000011 0.3447651268000001 0.3453339720000001 0.34545372890000009 0.34608245260000009 0.34581299960000006 0.34515433670000012 0.47976108500000009 41.792045663550006 41.348489042950007 0.34587287805000005 0.34632196640000007 43.968221017800005 41.919251152600005 0.34542378970000004 42.686561923500008 0.47868327295000007 0.34536391125000004 0.47943175355000006 0.47851860725000006 0.36000419150000007 0.34500464060000008 0.34482500525000009 0.47715637260000004 0.47706655490000011 0.34744468730000005 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 3 9 -3 -6 -7 8 -8 10 21 12 19 15 -15 16 -13 -18 -19 20 -11 22 24 -16 25 -1 27 -22 -9 -30
right_child=1 4 -4 -5 5 6 7 28 -10 11 -12 13 -14 14 23 -17 17 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022047298345827765 0.063351755994554435 -0.034455312820646233 -0.021516665361276111 0.033068511731562888 0.026071929728807664 -0.16814171637740102 -0.015195884029227627 -0.015650295495817344 0.039903393203003963 -0.10404294183760854 -0.062601495375536637 0.044040377750529644 0.073201134232268941 -0.13862139200327636 -0.035594935538861137 0.052674858528028105 -0.12309364240962878 -0.027822243303542799 0.046037702118131789 0.019423702465314496 0.022086770477585362 0.035272055593152135 -0.064171143901791003 0.026692940138016485 0.023174954279295279 -0.05397160784594638 0.0082705338043143183 0.10496830417206991 0.030237567673257821 -0.00043981264307070062
leaf_weight=12.317081697098258 0.55101717446814191 0.86259810626506705 3.7004078476893474 1.4258173294365395 3.475061258301138 0.38412772957235475 2.6188837382942429 3.0346357505768529 2.6231066286563873 0.85510797111827086 1.0080184135586012 0.59001829288899976 1.8268753521406322 0.61983851659897515 0.79083322887242935 0.98374393838457752 0.54643971451048434 0.80702977077453375 0.86452208204809722 2.1521616585087031 0.26850874475007891 1.2317243841243897 1.1100678357852292 0.85967062031886599 1.6652174311550982 1.2791953475389153 0.84345492022112012 0.23813614994287491 1.4284661039710034 51.694187965402207
leaf_count=395 8 7 38 12 27 7 24 34 16 20 12 5 17 22 20 13 40 27 22 26 45 9 16 33 26 31 12 2 11 1923
internal_value=3.51926e-05 0.00103551 -0.00181823 0.000439651 0.000516202 0.000978461 -0.000432942 0.000616281 0.0123759 -0.00106801 -0.00506065 0.00499979 0.0201265 -0.0104317 -0.0401373 0.00735469 -0.00852255 -0.0225051 0.0103779 -0.00212558 -0.0231565 -0.00176569 -0.00455225 -0.00315208 -0.000215775 -0.00308058 0.0280743 0.0610432 -0.000481422 0.000385101
internal_weight=102.656 66.6721 35.9839 32.2835 66.1211 65.2585 61.7834 61.3993 5.24199 30.8576 18.6113 12.2463 6.18424 6.0621 2.27034 3.79175 2.80801 2.21799 1.67155 4.35737 2.20521 17.6033 16.3716 1.6505 15.2615 13.5963 1.3501 0.506645 56.1573 53.1227
internal_count=2900 2057 843 805 2049 2042 2015 2008 40 793 489 304 122 182 75 107 94 89 49 105 79 477 468 53 452 426 59 47 1968 1934
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 0 1 0 0 0 1 1 1 1 0 1 1 0 1 2 1 0 1 1 1 0 2 2 2 1
split_gain=0.0232772 0.129329 0.130309 0.315503 0.182299 0.288598 0.115605 0.217267 0.0884834 0.111204 0.228614 0.184535 0.165443 0.175749 0.217525 0.132584 0.119235 0.112686 0.772404 0.457339 0.446836 0.486392 0.401986 0.373713 0.231689 0.220637 0.14726 0.134461 0.0645678 0.0571625
threshold=0.47727612945000003 0.34524415440000006 41.21013581150001 42.131954243650007 0.46594413340000007 0.47706655490000011 0.34506451900000007 0.47648274005000008 0.47778509625000004 0.47868327295000007 0.34479506600000004 0.34458549145000011 0.3447052483500001 0.3447651268000001 0.47905751325000007 0.34479506600000004 0.34545372890000009 0.48543456785000005 0.34587287805000005 42.541806567400009 0.34521421515000011 0.48119816770000007 0.34632196640000007 0.34692075085000007 0.34569324270000007 0.4901499955000001 41.061442884200012 41.061442884200012 49.275256100300005 0.37982395740000008
decision_type=2 2 2 2 2 2 2 2 2 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 28 -2 10 -10 -11 -13 -14 -15 -16 -12 19 -19 20 -17 27 -20 -24 -21 -25 -23 -22 -1 -27
right_child=8 2 3 4 5 -7 -8 -9 9 11 16 12 13 14 15 17 -18 18 22 24 21 26 23 25 -26 29 -28 -29 -30 -31
leaf_value=0.0035905046423285614 0.014185193614533935 0.01069005176401305 -0.12756686245566251 0.02801277637194621 -0.10909681878860816 0.029025195384135408 0.029998207280857732 -0.043131358403573072 0.026821331629748753 -0.040108166763026892 -0.072499334220113051 0.040217504077001587 -0.051110212888322175 0.038568586911134767 0.048950776538815251 -0.054594130651822448 -0.015332473832472195 0.054790751936072149 -0.07793537987622888 -0.0011070753900598686 -0.0045695408030188176 -0.0063488775806391983 0.053476430347869724 -0.052366772009396573 0.043283098112316065 -0.005757621626414345 -0.040242013332192239 0.029625694544164513 -0.031954208961812738 0.0018331530662904199
leaf_weight=9.9407226860726574 4.5832929979078463 0.65007225044334349 0.33962492981663661 0.4924125599278566 0.3741729228947861 0.253942355804611 1.1792140580618014 1.2015728365226994 0.64468486513942425 1.1035374495372696 0.74957115938741459 1.0649396516382683 0.65340923890471359 1.5088626236538392 0.55439047515392204 2.531281788484196 0.71086180838756263 2.6444367626681915 0.66285095550119777 2.5417370696086428 1.9382834624266232 2.0186612233342203 1.2956661190837611 0.81943307037363311 2.1879111099988222 13.252227355729699 3.5124668800272048 2.8271470065228641 0.53874983004061583 39.461704201221124
leaf_count=368 41 53 17 26 46 10 22 27 10 18 29 7 6 19 3 29 24 20 7 32 25 21 12 21 20 257 32 29 11 1658
internal_value=3.55503e-05 -0.00360752 -0.0265527 -0.0431334 -0.0175422 -0.0532551 0.000157518 -0.00285493 0.00066051 -8.91823e-05 -0.0227785 0.000503573 0.00106748 0.000535758 0.000969751 0.000225714 -0.0446735 -0.000131155 0.00198922 -0.00715212 -0.0169521 -0.00769829 -0.000527014 0.000408808 0.0194276 -0.000875585 -0.0278722 0.0157172 0.00176315 -7.51598e-05
internal_weight=102.238 14.9705 2.11023 1.46015 1.12053 0.628115 12.8603 11.681 87.2674 82.6841 2.10512 80.5789 79.4754 78.4105 77.7571 76.2482 1.46043 75.6938 58.1363 17.5575 12.8278 10.2966 55.4919 54.829 4.72965 53.5334 5.53113 4.76543 10.4795 52.7139
internal_count=2900 580 152 99 82 56 428 406 2320 2279 63 2216 2198 2191 2185 2166 53 2163 1975 188 136 107 1955 1948 52 1936 53 54 379 1915
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 0 1 1 1 0 0 0 2 0 1 2 2 0 1 1 1 0 0 1 0 2 0 0
split_gain=0.0265314 0.119947 0.32195 0.167445 0.1119 0.0907275 0.536524 0.27177 0.509354 0.220072 0.518281 0.197446 0.258014 0.233933 0.183343 0.12989 0.122507 0.121008 0.201042 0.214515 0.684894 0.449809 0.1567 0.263626 0.0839455 0.149119 0.14117 0.331396 0.10538 0.233275
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.532441862050007 41.289992964000007 0.34548366815000003 0.34560342505000002 0.47943175355000006 0.34500464060000008 0.34500464060000008 0.34458549145000011 0.47814436690000012 0.48077901860000011 0.47727612945000003 41.24714903835001 0.47739588635000008 0.33960061075000009 41.134354310300004 41.061442884200012 0.48320409570000006 0.34632196640000007 0.34692075085000007 0.36000419150000007 0.49678153350000009 0.56704889075000009 0.45393850480000009 0.56167480015000015 38.938637541200009 0.55671985870000007 0.54585192060000021
decision_type=2 2 2 2 2 2 2 2 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 9 -9 10 15 13 -13 -8 17 16 -1 18 19 -14 -21 -22 -23 -24 26 -26 28 -28 29 -25
right_child=1 2 3 -5 -6 6 11 8 -10 -11 -12 12 14 -15 -16 -17 -18 -19 -20 20 21 22 23 24 25 -27 27 -29 -30 -31
leaf_value=0.019144495403602614 -0.024687353742950724 0.070567878298757922 -0.03179584825436612 -0.00033663882818668004 0.029130371387174503 -0.085397753930024342 -0.0089698768730359611 0.053734134661671575 -0.0027362084197074827 0.0285462436342582 -0.063402856512492597 -0.064313272397417173 0.053823493120055667 0.10787050156201367 -0.049308468103631674 0.039080389622787114 -0.018833376063318388 0.036481320898525807 -0.048074835477312249 -0.11087426718983373 0.10471839271689878 0.033439334623646594 -0.076821020064545817 0.0015967195575826963 0.038183357863895283 -0.027117792046696482 0.030326846936509347 -0.0733732517286248 0.030247021259151814 -0.042174791570132611
leaf_weight=1.3551986079373803 2.1484155848238506 0.62843894788238586 1.754908915134364 47.130498428148599 1.4415538251228088 0.75246280524879594 0.32309118002020554 2.9095963090658188 3.5413626618683338 1.5391708998947278 1.5619008557802088 0.6338812296744426 0.76385290783947368 0.36488096555694938 0.73415720400498585 0.8351308446144684 2.2756388611834382 0.9452721787201871 0.84064494653233524 0.54537279903888958 0.42207535542547958 1.3924322425154994 0.45045518379902461 21.096105040392118 1.3374588565083474 0.4734973522857685 0.50243344976445203 0.79702781189189409 1.1393588922085189 1.2921209141628924
leaf_count=101 22 11 33 1474 11 12 44 22 32 34 24 15 10 3 12 10 36 16 16 5 5 28 13 376 68 314 27 25 32 69
internal_value=3.60088e-05 -0.00155541 -0.000551708 -0.00146597 0.00167163 0.000860902 -0.00187476 0.00765353 0.0227338 -0.0052025 -0.01382 -2.92287e-05 -0.00112261 0.052999 0.000101118 0.00352082 -0.00465826 0.00123476 0.000161827 0.001504 0.000146896 0.00224176 0.000723102 -0.000958615 0.000324237 0.0211095 -0.0011919 -0.0332779 0.000580249 -0.000929523
internal_weight=101.928 51.6623 49.5138 48.8854 50.2661 48.8246 34.8066 14.018 6.45096 7.56704 6.02787 34.0541 33.3661 0.687972 32.7323 4.46597 3.63084 31.9981 31.0528 30.2122 29.4483 28.903 28.4809 27.0885 26.638 1.81096 24.827 1.29946 23.5276 22.3882
internal_count=2900 1540 1518 1507 1360 1349 1090 259 54 205 171 1078 1031 47 1016 147 137 1004 988 972 962 957 952 924 911 382 529 52 477 445
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 2 2 1 1 2 0 0 0 2 2 2 1 2 1 1 1 0 2 2 2 2 0 1
split_gain=0.021709 0.0962832 0.272334 0.134576 0.0914918 0.0743754 0.440135 0.24434 0.416523 0.310581 0.218067 0.211157 0.169404 0.217303 0.213492 0.146222 0.115287 0.475236 0.204971 0.24839 0.201857 0.176769 0.119024 0.215092 0.141192 0.10984 0.165122 0.0964965 0.424412 0.296123
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.532441862050007 41.289992964000007 0.34548366815000003 0.34560342505000002 41.061442884200012 40.79983011445001 0.34479506600000004 0.34521421515000011 39.852039223600009 0.47814436690000012 0.47727612945000003 0.48077901860000011 41.24714903835001 40.305698932850007 40.08085804200001 0.34988473400000003 39.893178577750007 0.3979222179000001 0.43967246490000006 0.4274273225500001 0.51589772760000019 40.712530798250008 39.56957118270001 39.039757512550004 38.175120519550006 0.47440196400000006 0.34193587020000005
decision_type=2 2 2 2 2 2 2 2 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 8 9 11 -11 25 13 -8 -14 16 17 18 -16 -20 -21 22 23 24 -18 26 27 28 29 -1
right_child=1 2 3 -5 -6 6 12 -9 -10 10 -12 -13 14 -15 15 -17 21 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011655679399378074 -0.022039389971213144 0.066258437053788768 -0.028415278090397646 -0.00030295509583910677 0.02646980175677114 -0.077766554175443411 -0.0080687798473485749 0.037313573202980711 -0.05953604033702551 0.045047905653664393 0.0019822851354692832 -0.037127798670177202 -0.059045203964340723 0.10707559130540656 -0.066499131651503882 -0.043696520355710609 0.057087116169006968 -0.058302655086339819 -0.00099135076612646912 0.064845705146005614 0.0042236261758497751 -0.025192304107212848 0.043266509465936902 -0.0077812894456562743 0.0097353232531546385 0.037760967751367877 -0.04918690415422422 0.030724150768165294 -0.081310079546425593 0.097502241779837184
leaf_weight=0.6857957615993715 2.1649622122865813 0.6037162206857819 1.7666686548982387 47.133435040900508 1.4285239361861375 0.74413988110609253 0.32324716884045912 2.2283179081641711 1.0302544816731813 2.6605066884204973 2.1069192031810928 1.7770995374994525 0.62204831501003255 0.3324836865067482 0.43841468170286191 0.74499207594862937 1.194970854208804 1.4276514271971326 19.7531874217667 1.0955742110963904 1.1015036741032416 1.1260412705371434 1.4262904017232356 2.8995613320730627 1.3312042700126765 0.78581291437149037 0.64589010924100865 1.0521874839250811 0.53177033178508271 0.38976267387252506
leaf_count=80 22 11 33 1474 11 12 44 27 16 33 26 25 15 3 5 12 24 39 745 15 25 76 15 43 17 9 9 17 7 10
internal_value=3.93927e-05 -0.00139722 -0.000494475 -0.0013186 0.0015274 0.000792076 -0.00169201 0.00697109 0.00117538 0.00705633 0.0260155 -0.00834608 -1.80022e-05 0.0503144 -0.00101327 9.61146e-05 0.00112224 -0.00236295 0.00120414 0.00255638 0.0344529 0.0115263 0.0175606 0.0108031 0.0321344 0.00415581 -0.00383334 0.00718123 -0.00823041 0.0279012
internal_weight=101.553 51.6688 49.5038 48.9001 49.8842 48.4556 34.5613 13.8943 11.666 10.6357 4.76743 5.86832 33.8172 0.655731 33.1614 32.5394 31.7944 23.8163 22.3887 21.9503 2.19708 7.97807 6.85203 5.42574 2.52618 4.09122 3.30541 2.65952 1.60733 1.07556
internal_count=2900 1540 1518 1507 1360 1349 1090 259 232 216 59 157 1078 47 1031 1016 1004 829 790 785 40 175 99 84 41 132 123 114 97 90
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 0 0 0 1 1 2 2 0 0 0 0 0 0 2 2 0 2 0 1 1 0 2 1
split_gain=0.0233641 0.0665692 0.559368 0.281834 0.170629 0.360156 0.365803 0.0646425 0.0620972 0.131688 0.0988189 0.213408 0.102669 0.272902 0.168026 0.118877 0.105513 0.130218 0.329784 0.132304 0.0605073 0.106507 0.0836947 0.05568 0.220976 0.28133 0.385112 0.362253 0.0544906 0.383975
threshold=39.211875820650008 38.703421923500009 38.592454371550012 38.512991772500008 0.51589772760000019 0.39078171310000004 0.42274183410000005 0.56276758185000009 0.50579323975000012 0.51484985480000012 0.37852160115000005 0.38185982460000006 37.272044000450002 37.511241581900002 0.52975958800000011 0.52290350590000012 0.52772372085000019 0.54279811980000015 0.54679500610000009 0.55154037305000014 38.115457128050004 37.020641110850008 0.47577916830000005 39.788107623550012 0.51818807820000012 0.39024280710000009 0.42019700010000005 0.56323163980000013 40.21994457600001 0.39135055835000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 -10 -11 -12 14 -14 15 -13 -15 -18 -19 -20 21 -1 -23 24 -2 -26 -27 -28 29 -25
right_child=23 4 -4 -5 5 6 7 -9 9 10 11 12 13 16 -16 -17 17 18 19 -21 -22 22 -24 28 25 26 27 -29 -30 -31
leaf_value=0.00064755040794608175 0.0090356963294601494 -0.01511959702352398 -0.12718251496325203 0.086114625023251817 0.056416879519576094 -0.051103949659494163 0.053294614033830047 0.0093192042248168485 -0.055228838307053711 0.051997907293525492 -0.11761089933766483 0.0087284568185726878 -0.079123225924317711 -0.035233329629959918 -0.031723373116068695 0.077912079451287281 0.042766945528062462 -0.10993536311866557 0.10308628308635569 -0.0016096121344869191 -0.017562344164921955 0.0073175034023824194 0.051986870607837701 0.028496830730803981 -0.064151247389303542 0.022630664354083008 -0.10752500525093303 0.0079600191489792842 -0.00057635159071502942 -0.027327092043927078
leaf_weight=3.243446059226768 3.6663271135112145 1.6325235805707041 0.34078738085190785 0.39238126386453664 1.8108182679861782 0.94097623066045377 0.63760975422337629 0.70262802117031242 0.53121449438185653 0.30861107344389882 0.16643749177455891 0.51098055545298826 0.51454455409043509 0.57998697072616812 0.44244091563886911 0.48325383597421023 0.82003841143159639 0.24911026284098625 0.16486168652772903 0.45062059000348142 0.85484647137036507 0.77146311592809957 0.91924843192100525 3.6667708223394575 1.2563892381731419 1.6976950473035688 0.58078510843915843 0.51025202688515492 70.567734429085021 1.855726845871686
leaf_count=151 43 30 12 12 9 15 8 34 19 6 3 21 19 22 274 27 18 6 2 70 15 26 17 50 12 21 17 27 1856 58
internal_value=4.51641e-05 0.00337197 -0.000937884 0.00283487 0.0122139 0.0231186 -0.00331337 0.0302402 -0.000132806 -0.00803959 -0.0026957 -0.00654736 -0.00216267 -0.0133829 0.0195421 0.0423556 0.00155403 0.0142192 -0.0128574 0.026434 0.00699969 0.0112551 0.0316045 -0.000648323 -0.00874524 -0.0248611 -0.00716001 -0.0535154 0.000172268 0.0097383
internal_weight=101.271 17.4688 11.7443 11.4035 5.72456 4.09203 2.28121 1.34024 11.0111 5.2221 4.69089 4.38228 4.21584 2.77916 1.43668 0.994234 2.26462 1.68463 0.864593 0.615482 5.789 4.93416 1.69071 83.8017 7.71145 4.04512 2.78873 1.09104 76.0902 5.5225
internal_count=2900 816 720 708 96 66 57 42 696 487 468 462 459 137 322 48 118 96 78 72 209 194 43 2084 120 77 65 44 1964 108
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 1 1 1 1 2 0 1 0 1 1 2 1 0 0 1 0 0 0 0 1 0 1 2 2 2
split_gain=0.0242609 0.446031 0.315259 0.261693 0.275477 0.237897 0.221311 0.323583 0.209528 0.288628 0.162639 0.187925 0.182385 0.512524 0.13195 0.121316 0.120191 0.185508 0.19451 0.192509 0.606533 0.445583 0.37245 0.356597 0.128499 0.129983 0.275012 0.264759 0.970488 0.244992
threshold=0.39971857130000005 0.4019490434500001 0.39584144190000009 43.633733172900008 0.52290350590000012 0.39458399450000009 0.40259273675000007 0.40367054880000008 0.41753240920000007 43.968221017800005 0.52366695610000014 0.39024280710000009 0.52772372085000019 0.38991347565000006 0.38906020780000011 39.788107623550012 0.38733870245000007 0.51589772760000019 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50300889195000009 0.50109278165000015 0.50579323975000012 0.36501901140000009 0.48607826115000008 0.34587287805000005 41.532441862050007 38.592454371550012 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 2 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 10 -3 -8 9 -9 11 14 13 -12 16 -6 17 18 19 21 -21 22 24 -23 25 -1 -27 28 -28 -29
right_child=1 6 3 -5 15 -7 7 8 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.001610195087603987 0.074493888670381911 -0.053574488955108017 0.018051448268852865 0.0096821116173974077 -0.034721550566532797 0.04076364280624567 0.089764321096667113 -0.095795221295625163 0.0023434912299088689 0.018866827144859405 0.019709588249289405 0.026943019584530017 -0.0045744146442432019 -0.11500243272109677 -0.02581899380409218 -0.11284360493158262 0.032476606748688151 -0.037023365619914698 0.032006959880412349 0.032368804618819899 -0.076848418029145812 0.078551071975899112 -0.05540952853569675 1.5368155011035057e-05 -0.027039360501236783 0.037015713757396249 0.036401136996285444 0.036859026289959358 -0.091503878828538665 -0.0072497422959244134
leaf_weight=43.30007112728498 0.83766148329596646 0.74025888285541697 0.29711750419391947 0.68957200489239756 0.27315011175232917 1.4192915083185642 0.41234493430238472 0.51547507251791813 21.503822596125783 0.38238431927925376 0.51118194808077466 2.5740296534149811 1.987463062536335 0.63110277512396351 2.010893377242609 0.73007608286570758 1.1328696021810163 1.3525894868980675 1.8893443481065322 0.88385806133737732 1.1972475748480063 1.287193970754742 1.2433957885950793 1.049582470586756 1.7117149035730097 2.8959916634485108 1.1992635740898552 2.3907663449645042 1.1738838148303328 2.6605173926800489
leaf_count=908 22 11 6 27 31 23 11 61 1171 42 18 35 63 53 20 44 16 44 20 17 51 36 13 14 29 24 24 14 23 29
internal_value=4.09752e-05 0.00278714 -0.000834728 -0.0401166 -0.0665249 0.000214471 0.000237036 0.00198309 0.000367309 -0.0469624 -0.000573005 0.000424823 -0.0228755 -0.0547177 -0.000588229 -0.0915732 0.000187933 -0.000381517 0.000406637 -0.00057222 -0.0304632 0.000483692 -0.00128379 0.0432761 -6.75041e-05 0.000793512 0.0108784 0.00068327 -0.0268674 0.0136269
internal_weight=100.884 24.3919 76.4922 1.98992 1.30034 74.5023 23.5543 22.814 22.4017 0.897859 73.083 69.9532 3.12975 1.14228 67.3792 1.00323 65.3683 64.2354 62.8828 60.9935 2.08111 58.9124 56.5756 2.33678 55.3322 53.6205 10.3204 7.42443 2.37315 5.05128
internal_count=2900 1318 1582 108 81 1474 1296 1285 1274 103 1451 1317 134 71 1282 75 1262 1246 1202 1182 68 1114 1064 50 1051 1022 114 90 47 43
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 2 0 1 1 0 2 0 0 0 2 2 2 2 2 0 0 2 1 2 0 2 0 2 1
split_gain=0.0234619 0.144248 0.078783 0.407191 0.142672 0.211559 0.163052 0.0837093 0.151895 0.142133 0.193169 0.153052 0.333587 0.194347 0.157535 0.151007 0.149302 0.13244 0.0738917 0.0707895 0.0771527 0.581825 0.519692 0.933152 0.289093 0.808074 0.776259 0.299409 0.207827 0.189549
threshold=39.420767558750008 39.268993001500007 39.039757512550004 0.52266399210000014 0.45280081435000008 38.703421923500009 37.663157789700008 0.50300889195000009 0.36927038110000004 0.37482410710000008 0.51929582950000019 37.186372654950006 0.54017843775000018 0.52975958800000011 0.54422023290000021 34.997818021800008 38.386256906100009 36.514114975300011 37.572218886150004 39.530201452500002 0.50300889195000009 0.50482021495000018 40.12915366295001 0.34524415440000006 40.08085804200001 0.52401125715000008 40.305698932850007 0.53978922790000017 40.532725462000009 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 4 -4 5 7 18 -1 -9 -10 -11 13 -13 17 -14 -15 -16 -12 -6 -2 22 -22 23 -21 25 -23 -26 -27 -24 -28
right_child=19 -3 3 -5 6 -7 -8 8 9 10 11 12 14 15 16 -17 -18 -19 -20 20 21 24 28 -25 26 27 29 -29 -30 -31
leaf_value=0.0077875892223109484 -0.021424239482518561 0.031731487042525278 -0.053433551133959437 0.021781081859047969 -0.016452830103861633 0.030603815097765136 -0.084280068660233617 -0.065507445633243275 0.047277119143801498 -0.066025050442337807 0.01352392284871929 -0.04671975945693875 0.067961762783502841 0.033867435234153441 -0.046882895870801307 -0.10312178870978446 0.042768696824456803 0.095159720392783864 0.10248810001314378 0.0058327024773579149 0.091431637966030363 0.077086885253475318 0.023624534955042058 -0.097193104858226673 -0.088340973524204849 -0.061899937209215466 -0.03256314538570957 0.012556422064744817 -0.0017901599615562436 0.0033337340344737777
leaf_weight=5.8534910624225542 1.6155366439961643 1.6210529707605008 1.3926001195795827 1.4897545356870976 0.16790685589770937 2.7282585348002621 0.37931673641469388 0.44451541826128949 0.47908614904736158 0.54119232726225153 0.38661934071114978 1.495835096407973 0.48458484286675207 0.15647573461518505 0.40003287880790594 0.16565801148010451 0.3467986733885482 0.40891822662160848 0.075815940216671152 1.9989105617460148 0.73729643901606579 1.7772600655443991 3.4825308229846987 1.5693727572906935 1.0124693697098361 0.79357918840833042 1.572352466086161 1.6907550416749471 42.29457172370428 22.816138791058734
leaf_count=206 24 24 14 34 179 40 58 8 12 24 32 49 7 54 40 49 8 10 4 22 27 18 48 30 30 16 65 51 775 942
internal_value=3.8779e-05 0.00320096 0.000542465 -0.0145586 0.0035413 0.00564098 -0.0432736 -0.000459875 -0.00955197 -0.00443953 -0.0100884 -0.00221506 -0.0149874 0.0289509 0.0235588 -0.0365796 -0.00525229 0.0554859 0.0205467 -0.000700375 -0.000280536 0.00368234 -0.00272192 -0.0394793 0.00150123 0.0256033 -0.00254244 -0.0112274 0.000143284 0.00101942
internal_weight=100.379 19.0179 17.3969 2.88235 14.5145 13.8915 0.62304 11.1632 5.30972 4.8652 4.38612 3.84492 2.72725 1.11767 1.23142 0.322134 0.746832 0.795538 0.243723 81.3608 79.7452 30.3999 49.3454 3.56828 29.6626 4.26159 25.401 2.48433 45.7771 24.3885
internal_count=2900 852 828 48 780 539 241 499 293 285 273 249 104 145 55 103 48 42 183 2048 2024 1149 875 52 1122 85 1037 67 823 1007
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 1 1 1 0 1 1 2 0 0 1 2 1 0 0 0 0 1 2 2 1 0 2 0 1
split_gain=0.0223705 0.078687 0.349424 0.839348 0.634647 0.577715 0.0859596 0.615672 0.194781 0.115365 0.229884 0.363851 0.654384 0.112452 0.435799 0.268691 0.216129 0.176185 0.39105 0.539329 0.4662 0.569402 1.35774 0.284329 0.211234 0.38313 0.325788 0.194813 0.390816 0.342694
threshold=41.322103772800006 41.678468725050003 0.49128768600000011 0.48077901860000011 0.39513787010000007 41.558544840500012 0.3459626957000001 0.34575312120000007 0.34608245260000009 0.48368312325000012 0.34569324270000007 0.34545372890000009 43.874475754150005 0.47886290830000006 0.47961138885000004 0.35759408400000009 41.941595803500007 0.3465914194000001 0.4901499955000001 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.34829795515000012 42.102795028150005 42.406961525800007 0.35319301815000009 0.53839705400000015 42.448133449100006 0.49967066855000003 0.38398550940000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 9 -8 10 11 -3 -13 15 -15 -10 -16 -18 -19 -20 -21 -22 -23 -24 26 -26 -25 -27 -29 -30
right_child=1 6 4 -5 5 -7 8 -9 13 -11 -12 12 -14 14 16 -17 17 18 19 20 21 22 23 24 25 27 -28 28 29 -31
leaf_value=0.0015791629409713963 0.014899269299436311 0.0033622589890318893 0.092748706321693283 -0.066900127867384807 -0.096065006574633294 0.045291779491929252 -0.050746915281527784 0.050700618133054057 -0.088484629473458629 -0.023941306466873868 0.044237726329765012 -0.12237683461545688 0.013170443549643482 0.088271309506547213 -0.040667076088795467 0.0017688138640377848 0.039257244248778113 -0.064230395459012976 0.090270028690647861 -0.071215386171491243 0.08761034590289879 -0.188521915778079 0.048029867733268866 -0.11173626091627797 0.089620633440387509 0.063315506980321359 -0.00083825194403258836 -0.12646152056195401 0.033678224882132519 -0.0088107603686754278
leaf_weight=48.56691957410608 2.5544106570450813 11.69878417107549 0.80410838336683799 2.4648552914150059 0.55855226573703454 0.5993727323807434 0.84903261910949623 2.5741535816923706 0.49907394355637069 2.0757709014287675 1.1462096543837113 0.6675379591169992 0.76356500753900036 0.54217598214745777 1.3890149971655343 0.97285069482859399 1.0873727221041942 0.96357004850506456 0.65448975935578602 0.92701013590272197 0.73652669042349117 0.38229444995522754 1.2462711038688237 0.43027704604901262 0.47847038507461448 0.44953988445922632 0.68923697544278184 0.2540302766719823 2.3115284691775733 10.617294629911383
leaf_count=1360 35 338 18 21 26 21 8 29 19 21 11 34 9 5 51 40 11 23 4 17 4 4 34 18 3 9 33 10 78 606
internal_value=4.03184e-05 -0.00141406 -0.0112831 -0.0252707 0.0244998 -0.022895 0.000137501 0.00524251 -0.00365439 -0.00191362 0.00128924 -0.00246006 -0.0500556 -0.00203111 -0.000327674 -0.0288327 -0.00245158 4.89898e-05 -0.00206783 0.0010556 -0.00209678 0.0015447 -0.0022153 0.00210742 -0.00165032 0.00166683 -0.0434611 -0.00142018 -0.00362769 -0.00121421
internal_weight=99.9543 51.3874 6.9813 5.01927 1.96203 1.15792 44.4061 18.926 25.4801 16.3519 14.2761 13.1299 1.4311 24.631 23.1591 1.47192 22.6169 21.2279 20.1405 19.177 18.5225 17.5955 16.8589 16.4766 15.2304 14.1109 1.11951 13.6324 13.1829 12.9288
internal_count=2900 1540 121 56 65 47 1419 442 977 413 392 381 43 969 910 59 905 854 843 820 816 799 795 791 757 706 51 703 694 684
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 1 2 2 0 1 2 1 1 1 0 2 2 0 1 0 0 2 2 1 2 2 2 2
split_gain=0.0238155 0.18841 0.149412 0.135357 0.355363 0.0958732 0.30073 0.11005 0.0820861 0.493209 0.383047 0.173179 0.259462 0.258773 0.760955 0.125549 0.775644 0.225685 0.168917 0.107493 0.249492 0.102703 0.327121 0.178559 0.23442 0.473999 0.151372 0.337374 0.262409 0.449562
threshold=0.48181192180000004 0.34458549145000011 0.48140774230000011 0.34494476210000008 0.34503457980000002 0.3453339720000001 0.34548366815000003 0.34608245260000009 40.922041107600009 41.028010303750008 0.47997065955000012 0.34500464060000008 40.259171735100004 0.34554354660000003 0.35319301815000009 0.34479506600000004 0.47814436690000012 38.938637541200009 38.318569170500005 0.47440196400000006 0.34193587020000005 0.47997065955000012 0.47943175355000006 41.348489042950007 41.872669623500009 0.34515433670000012 43.45354240915001 42.773538294100007 43.022303514600004 43.061965423550006
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 10 -10 11 12 15 -13 -15 16 17 18 19 20 -1 22 23 -11 25 -25 27 -26 -29 -30
right_child=1 3 -4 4 5 6 7 -9 9 21 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.011569598479754254 0.059716361561183387 -0.0275246967473563 -0.039560751061570455 0.067531140073798734 0.023583332241127578 -0.049705664665792459 0.016388830697651721 -0.00030560755743602123 0.087104288762711035 -0.033884662232378161 -0.057775711621025849 0.03765750688542769 -0.054764163998215092 -0.11764475877572873 0.066490445538345086 0.033872068960299179 -0.11530833740993561 0.043757504087202977 -0.06896728520450239 -0.026198667048762732 0.090866644970368629 0.012412147125168426 -0.047558003857581563 -0.010471679908967274 -0.0018333630031952229 0.061291422588239164 0.0053897827403484797 -0.1247655641843592 0.088594727672826473 -0.089590147898041803
leaf_weight=0.68617398852803224 0.54519773463834909 1.6574430614709843 1.0312573997653078 0.80283703655004401 1.758407114073633 1.1980189532041539 4.2574323788285247 54.441869329827924 0.66706047099433163 1.3822245865885729 1.3613357723224897 2.1251319794763508 1.0933406834701598 0.4527822178262112 0.44501466616946317 0.85781170626114533 0.57905112579464901 1.2467767011585236 0.39296496827591898 0.72205495508387674 0.36383936898837987 5.0748452562729645 1.5531924252863962 1.8327131187979824 3.0419789137627031 1.8489462871220892 7.0048320834177957 0.45446316561100253 0.2232905389246298 0.38700902281112803
leaf_count=80 8 15 14 4 15 12 35 1968 6 29 22 34 20 17 38 8 8 19 8 7 11 48 23 35 123 20 180 31 5 57
internal_value=4.31161e-05 0.00117861 -0.00206502 0.000680846 0.00142933 0.000568597 -0.000107047 0.000905232 -0.000920899 0.00234804 -0.00835086 -0.000845647 -0.010759 0.0186405 -0.0263737 -0.000836152 -0.00829648 0.00986554 -0.00965181 0.00350169 0.0239255 -0.000131294 -0.00372187 0.000487346 0.00369894 0.0255681 -0.00354709 -0.0187906 -0.0672367 -0.0243976
internal_weight=99.4893 64.6612 34.8281 64.116 62.4586 61.6557 59.8973 58.6993 33.7968 23.4706 10.3263 8.96494 5.94201 3.02293 0.897797 4.84867 3.99086 3.41181 2.16503 1.77207 1.05001 22.8035 17.7287 16.1755 14.7932 3.68166 11.1116 4.10674 1.06476 0.6103
internal_count=2900 2057 843 2049 2034 2030 2015 2003 829 557 272 250 161 89 55 141 133 125 106 98 91 551 503 480 451 55 396 216 93 62
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 2 0 0 1 1 0 2 2 2 2 0 1 2 0 0 2 2 2 2 1 0 1
split_gain=0.0254749 1.26833 0.28797 0.109352 0.44132 1.65096 0.111037 0.547908 0.087886 0.136572 0.112839 0.104769 0.442411 0.302123 0.17242 0.257077 0.0798638 0.0806225 0.321192 0.236902 0.095657 0.0674694 0.481104 0.508613 0.101998 0.196465 0.308923 0.422222 0.18999 0.473908
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.50482021495000018 0.43374449865000003 41.134354310300004 0.48077901860000011 0.50041914915000019 0.3447651268000001 0.34491482290000003 0.47851860725000006 40.421032462050007 39.56957118270001 39.039757512550004 38.175120519550006 0.47440196400000006 0.34193587020000005 35.131296350900008 0.55671985870000007 0.54679500610000009 38.592454371550012 40.742467179200005 40.380906245900007 40.08085804200001 0.35585760905000008 0.47943175355000006 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=8 -2 -3 4 -4 -6 -7 -8 11 -10 -11 13 -13 14 15 16 17 18 19 20 -1 22 24 -24 25 26 28 -28 -14 -30
right_child=1 2 3 -5 5 6 7 -9 9 10 -12 12 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.049417882416656289 -0.15251006691277266 0.035939110581554377 0.028133886382396934 3.7357552618547851e-06 -0.14501025396138797 0.044593193714694522 -0.083248989601510948 0.066501147280705872 -0.012939131678795721 0.040274833033858523 0.0061833251121844006 0.06075010741656444 -0.039653119085162558 -0.053813918432256073 -0.047455503806740518 0.066333983222210235 -0.037680013044373351 0.027319165972814027 -0.072777597937886171 0.092505737688274914 -0.033704189710391429 0.011480327018930311 0.041928254834510847 -0.11325722815438838 -0.015091330040952736 0.023745662077903407 0.0053831359043240486 -0.078257938291426771 0.069340662112208823 0.0016773948390974448
leaf_weight=0.19235368668751129 0.55032639125602045 2.1498197738392255 1.4307030004274555 43.831649465178145 0.97373892925679717 0.80023579578846671 0.4713700040592812 0.50725890801959395 1.3985111814326945 1.9736381787806752 1.9108987098179566 1.2439024914921493 0.98088218340931987 1.347699392121285 0.64123158461370611 0.64017733427317569 0.55501923710107792 0.94299408451843181 0.53148615220561612 0.33179463982176571 0.49401825903623831 4.5498493714476238 0.29625056096520441 0.73560487212671433 3.5983310653828076 3.8508055452984982 1.2669386396446491 1.1526000438316257 1.0960471238940979 18.619519036620204
leaf_count=48 11 22 26 1419 9 9 22 22 21 15 30 14 60 18 15 10 7 14 7 10 32 475 34 32 46 52 23 24 10 363
internal_value=4.20079e-05 -0.00152376 0.000132618 -0.00147058 -0.0169181 -0.0403345 0.0169644 -0.00562805 0.00168435 0.0138572 0.0235044 0.000191118 0.00211293 -0.0124671 0.000404722 0.00872652 -0.00337421 0.00426441 -0.00976487 0.023128 -0.0104095 9.50751e-05 -0.00154436 -0.0687027 0.000722857 0.00283303 -0.000650724 -0.0344611 0.00330191 0.005439
internal_weight=99.0657 50.7151 50.1648 48.015 4.18331 2.7526 1.77886 0.978629 48.3506 5.28305 3.88454 43.0675 37.3907 5.67677 4.32907 3.68784 3.04767 2.49265 1.54965 1.01817 0.686372 36.1468 31.597 1.03186 30.5651 26.9668 23.116 2.41954 20.6964 19.7156
internal_count=2900 1540 1529 1507 88 62 53 44 1360 66 45 1294 1133 161 143 128 118 111 97 90 80 1119 644 66 578 532 480 47 433 373
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 1 0 1 1 1 2 2 1 2 2 1 2 2 0 2 1 2 2 1 1 0 1 0
split_gain=0.0224201 0.203649 0.138392 0.0975792 0.286676 0.0819636 0.271476 0.361017 0.143785 0.0800639 0.32458 0.549785 0.302371 0.468098 0.351861 0.571457 0.164813 0.458246 0.432476 0.29154 0.320023 0.11914 0.243057 0.0934801 0.1858 0.401411 0.758125 0.452714 0.889904 0.316698
threshold=0.48181192180000004 0.34458549145000011 0.48140774230000011 0.34494476210000008 0.34503457980000002 0.3453339720000001 0.34581299960000006 0.34587287805000005 0.48414718120000005 0.37982395740000008 0.38398550940000004 0.38573695400000008 43.19689381845 42.674081447500008 0.35675578575000005 43.812290675100009 40.712530798250008 0.36000419150000007 41.872669623500009 37.797539186950011 0.50482021495000018 36.82350895510001 0.36543816055000006 42.448133449100006 39.893178577750007 0.39584144190000009 0.39904493880000008 0.53905571685000009 0.41917906650000009 0.52215502530000013
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 -9 12 -11 -12 13 16 -14 -16 17 -10 -18 21 -21 22 -19 24 29 -26 -27 -28 -29 -13
right_child=1 3 -4 4 5 6 7 8 9 10 11 23 14 -15 15 -17 18 19 -20 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.00090892644282096621 0.061094579885513471 -0.023145361943672237 -0.038311608291011823 0.062461010716384269 0.022152389711371758 -0.029645920423738727 0.066161668865897721 0.028727963522687857 0.053157311761409032 0.038536101655871124 -0.12623546502243818 -0.046217375489484097 0.063045712660109596 -0.069574113457801581 -0.11028718293746165 0.04678511978872657 -0.062045314922506478 0.030377243703241592 3.3553239811204019e-05 -0.076090160256729017 -0.00014712599348151183 0.024482039632853479 -0.050634897904948788 -0.007001360774003703 0.054121865029392285 -0.11437560895636278 0.07130113660558389 -0.092784574121960006 0.013589985445122613 0.0016183158013032572
leaf_weight=33.262671126287131 0.56168933759909023 1.6826036348938931 1.0195739186019626 0.75606915354728599 1.7008549598976959 2.9577902415767303 0.84867646358907123 1.7416430060693517 1.4893879245500992 2.2880903906770973 0.34338554026908141 1.592753500524849 1.2440411392599338 1.2783710763324041 0.39249593834392715 0.56512029987425194 1.6425770131463648 0.69591289340996831 3.5423337055835873 1.0912031754851343 1.1289903038414193 2.0393758993595839 0.79162876833288465 10.528518686378559 1.9706456130370487 0.50656642363173787 1.1088481985498209 0.86688521199175639 8.4751320983681335 10.560534392813425
leaf_count=829 8 15 14 4 15 31 7 16 29 32 10 40 15 28 9 43 32 17 38 17 26 15 24 616 41 24 17 32 264 592
internal_value=4.4542e-05 0.00114439 -0.0020213 0.00061685 0.00126019 0.000506476 -0.000110311 0.00142953 0.000446493 -0.000463254 0.00201645 -0.000307687 -0.00642669 -0.0119547 0.0279714 -0.0175937 -0.00602472 0.00372554 -0.019633 -0.00908491 -0.0374724 0.008785 -0.0127352 0.000906633 0.00422621 0.0125712 0.00509852 0.0108896 0.00371904 -0.00465081
internal_weight=98.6744 64.3921 34.2822 63.8304 62.1478 61.3918 59.6909 56.7331 55.8844 54.1428 38.2414 35.9533 15.9014 13.6998 2.20166 0.957616 12.4214 7.2365 5.18491 5.74711 2.22019 3.52692 1.48754 35.6099 25.0814 12.9281 10.9574 10.4509 9.34202 12.1533
internal_count=2900 2057 843 2049 2034 2030 2015 1984 1977 1961 1668 1636 293 226 67 52 198 128 70 99 43 56 41 1626 1010 378 337 313 296 632
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 1 0 2 1 1 2 1 0 0 1 1 2 1 1 1 0 0 1 0 0 0 0 1 2
split_gain=0.0199658 0.24448 0.112125 0.170411 0.115539 0.290615 0.271625 0.298461 0.432032 0.269136 0.260157 0.142201 0.122013 0.13667 0.171641 0.456703 0.164799 0.115496 0.114201 0.106603 0.107882 0.157385 0.146879 0.148843 0.511919 0.360334 0.312791 0.285995 0.105197 0.209007
threshold=0.54317236010000014 0.54475913895000005 0.41865513010000005 0.54017843775000018 0.39971857130000005 0.4019490434500001 0.39584144190000009 0.53592706805000012 43.633733172900008 0.40259273675000007 0.39904493880000008 39.893178577750007 0.39458399450000009 0.52366695610000014 0.52772372085000019 0.38991347565000006 0.39024280710000009 43.874475754150005 0.4211999641000001 0.38906020780000011 0.38733870245000007 0.51589772760000019 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50300889195000009 0.50579323975000012 0.5025747732000001 0.36195024100000012 38.703421923500009
decision_type=2 2 2 2 2 2 2 2 2 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 18 6 -6 12 8 10 -7 11 -8 13 16 15 -15 19 -11 -4 20 21 22 23 25 -25 27 -27 28 -1 -30
right_child=1 -3 3 -5 5 9 7 -9 -10 17 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00092709959346758608 0.03708197293384196 -0.00086872729189315246 0.0031844522100792382 -0.0088054455675189158 0.072064262435428975 -0.049555136506395647 -0.0097101255028544976 -0.11693312914012735 0.072039845059723689 0.0060421033199493657 0.029810429309069648 -0.11176615912043697 0.031548107614631608 0.017761444127266209 -0.0022824334614280194 -0.11324483251085589 0.025528952372028763 0.058618063329142392 -0.10753655963186962 -0.023209917759722393 0.031436249177560875 -0.034827235891086175 0.028492582419867352 0.031625423811786027 -0.071783363131433756 0.07602758776116661 -3.9958269904415806e-05 -0.052316800206485464 0.0016887083421777346 -0.055298755436563755
leaf_weight=51.35053749949958 1.8901161108897238 16.654740464282838 0.12929780874401275 1.8718804285745134 0.76866467481886447 0.72960174578474868 0.18498365056438959 0.38943243282847095 0.38521964207757264 1.4447794267434804 0.273696428806943 0.52122439374215901 1.2136611679379701 0.4890259046951535 1.673096816304678 0.5837499532349284 2.5236590932274785 0.5878156482867779 0.33326810582707367 2.0059586905408642 1.0870485408231605 1.2957734527080891 1.8050556629896153 0.83601429034024377 1.120160248596221 1.1548699077684426 1.0162746696441898 1.0695817936211813 1.7690778144292374 1.0115889186472484
leaf_count=983 33 1097 5 28 18 11 28 10 13 43 7 39 15 18 44 53 35 37 84 20 16 44 20 17 51 36 14 7 32 42
internal_value=4.41939e-05 0.00299926 -0.000644048 -0.0222363 8.11492e-06 0.0176795 -0.000837811 -0.0397131 -0.0176843 0.0025453 -0.0529566 -0.0850337 0.000109467 -0.000429522 -0.0223024 -0.0535255 0.000453124 0.0212468 -0.0765875 -0.000512703 0.000204119 -0.000339713 0.000391282 -0.000463699 -0.0275893 0.000461187 0.0404217 -0.00111053 -9.87432e-05 -0.019043
internal_weight=98.1699 18.5449 79.625 2.33445 77.2906 3.53086 73.7597 1.75456 1.36512 2.7622 0.979904 0.706208 72.0051 70.7915 2.74587 1.07278 68.0456 2.0326 0.462566 65.5219 63.516 62.4289 61.1332 59.3281 1.95617 57.3719 2.17114 55.2008 54.1312 2.78067
internal_count=2900 1130 1770 117 1653 109 1544 97 87 91 74 67 1447 1432 115 71 1317 80 89 1282 1262 1246 1202 1182 68 1114 50 1064 1057 74
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 0 1 1 0 2 2 2 0 1 1 1 1 1 0 0 1 1 0 2 1 0 1 1 0
split_gain=0.0201487 0.963571 0.208757 0.108725 0.0794287 0.118725 0.0943033 0.0859084 0.378822 0.248397 0.139723 0.216952 0.0649487 0.0783893 0.169806 0.0686837 0.159301 0.105534 0.134332 0.0559838 0.130184 0.275967 0.124696 0.574064 0.146931 0.340807 0.102783 0.137128 0.117528 0.0946679
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.532441862050007 41.134354310300004 0.48077901860000011 0.50041914915000019 0.3447651268000001 0.34491482290000003 0.47851860725000006 40.421032462050007 39.56957118270001 39.039757512550004 0.47612346935000005 0.34392682850000006 0.34193587020000005 0.33960061075000009 0.33263974130000007 0.31810424840000007 0.47727612945000003 0.47778509625000004 0.34512439750000007 0.35585760905000008 0.48543456785000005 39.56957118270001 0.34581299960000006 0.49588335680000006 0.36501901140000009 0.36543816055000006 0.4755546241000001
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 9 -9 10 11 12 13 14 15 16 17 18 -1 29 -21 -22 24 -24 -23 -26 -25 -28 -29 -10
right_child=1 2 3 -5 5 6 -8 8 19 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 23 26 25 -27 27 28 -30 -31
leaf_value=0.024366982370464807 -0.13046271242603688 0.031015275096296497 -0.026322970506168067 -0.00032355766621381798 -0.011589919681444408 0.037931526032475266 0.0061959008798229643 0.056896883990312286 0.014668015654231058 -0.048722942609113418 -0.042491070692108168 0.062052490127295759 -0.033944457516744374 0.038746774970452091 -0.062282075678766605 0.029965423053048331 -0.099483197466880655 0.077941648101425995 -0.10297548269696835 0.04349075841531707 -0.051693435345270336 0.041337909155258853 -0.11383643257223029 0.042544147930046378 -0.01426351392022019 0.043660053530952932 -0.033060300705058325 0.035735506405950135 -0.00044611211234580521 -0.065062280839622066
leaf_weight=0.25932932595242897 0.57153209963860163 2.0955879226557945 1.6668462700072257 45.893635753713056 1.4016880611234217 1.9285936690866949 1.819910136103317 1.209004855027813 0.26475316529172133 1.3551302739651871 0.64439009258785507 0.61714331624170871 0.5545472465455531 0.51222705468535412 0.41122375027657643 0.81426866725087166 0.16268621901690494 0.17261391994543374 0.12172026119378643 0.6904247235506763 1.0164894041372452 1.4993053674697865 0.44888509977636459 0.56110191839980217 3.0167426764965057 1.5314284961204974 1.2479700718540723 0.9326687185093786 23.993038376919991 0.34038339124526829
leaf_count=32 11 22 33 1474 21 15 30 14 52 18 15 10 7 4 13 8 8 10 36 6 11 21 14 14 34 27 23 6 903 8
internal_value=3.6857e-05 -0.00135969 0.000126262 -0.00123476 0.00151274 0.0132393 0.0225238 8.75915e-05 0.00184908 -0.0114209 0.00041684 0.00804267 -0.00303611 0.00394827 -0.00523103 0.0100966 -0.0124881 0.0130742 -0.0163106 -2.33727e-05 0.00049894 -0.000367766 0.00120221 -0.00168706 0.0141896 0.00524011 0.000195967 -0.000711878 0.00090773 -0.0301795
internal_weight=97.7553 50.2276 49.6561 47.5605 47.5277 5.15019 3.7485 42.3775 36.7522 5.62528 4.27015 3.62576 3.00862 2.45407 1.94184 1.53062 0.71635 0.553664 0.38105 35.5432 34.9381 34.2476 33.2311 27.1837 6.04748 4.54817 26.7348 26.1737 24.9257 0.605137
internal_count=2900 1540 1529 1507 1360 66 45 1294 1133 161 143 128 118 111 107 94 86 78 68 1119 1059 1053 1042 960 82 61 946 932 909 60
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 1 1 1 0 1 0 0 1 1 1 0 1 1 0 2 1 1 2 0 1 0 1 2 0 1
split_gain=0.019778 0.0720747 0.0700153 0.0599503 0.155159 0.0417124 0.0296287 0.0260165 0.058404 0.0216947 0.226492 0.224396 0.510675 0.206229 0.173773 0.491528 0.155 0.12868 0.318877 0.378128 0.204577 0.138754 0.233589 0.120256 0.097024 0.153803 0.18842 0.334047 0.157005 0.238363
threshold=35.461062230100005 0.49678153350000009 0.34392682850000006 35.131296350900008 0.49850303880000008 0.36543816055000006 0.33263974130000007 0.38906020780000011 0.54384599265000022 0.41917906650000009 0.54017843775000018 0.54095685760000012 0.40367054880000008 0.42067602765000006 0.42552618185000007 0.54384599265000022 0.4211999641000001 0.39971857130000005 0.53592706805000012 43.968221017800005 0.39584144190000009 0.3982365797500001 36.514114975300011 0.54679500610000009 0.39458399450000009 0.52366695610000014 0.38398550940000004 40.496232821400007 0.52215502530000013 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 6 4 -3 -6 -1 -7 -9 11 16 17 -13 -12 23 -16 -11 20 19 -19 24 22 -22 -15 25 28 -27 -28 29 -2
right_child=9 3 -4 -5 5 7 -8 8 -10 10 13 12 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.02430734809834071 -0.00014284313948697904 -0.11175299172012054 -0.074258072268899467 0.060571891465547284 0.10073382141134977 -0.0041801831973699707 0.044865930898277312 0.072252127717492648 -0.044381413345296369 0.038783411910850364 0.030683824003933654 0.0097746453981161045 -0.11008535576368293 -0.045627751869356387 0.097108685532148742 0.00067082140056508267 -0.10682863775910348 -0.10731498912609422 0.041819294515408473 0.016397516895453407 0.056951008964555655 -0.014208531234039102 -0.10593509416596424 0.00088679760409036989 0.028084799945041802 0.023915732030762124 -0.002637011961430743 -0.086546991193714562 0.020294384437028003 -0.047365345076282928
leaf_weight=0.12415422287222344 61.646274820686529 0.091742921620607376 0.16263486972134444 0.33995426801703132 0.070243253838270903 0.2484378333465429 0.12353053221886512 0.16924441747869423 0.057526579935757383 0.096344005316498449 2.5807174968131248 0.86245141154813498 0.60469180802999745 1.2816135389730363 0.54950842363177699 13.830451913929577 0.30304613764246824 0.36636738873175934 2.1500002396060154 0.75871804787311703 0.10829227356589299 1.0222267986391669 0.47078864191280445 0.98145157055478183 1.1908751163500699 0.60068011924158726 1.0580149399606851 0.86015252329525527 3.6787175873760125 1.0877716552020036
leaf_count=37 1133 2 38 18 5 17 14 16 165 2 32 52 52 22 8 800 81 28 29 42 9 19 67 29 14 18 38 51 34 28
internal_value=3.75037e-05 0.0118915 -0.0232806 0.0266609 0.00856876 0.0288064 0.0101922 0.0181744 0.0426649 -0.000133661 0.00283246 -0.000894845 -0.0396264 0.004381 0.000302409 0.00435605 -0.071703 -0.000137171 0.0192471 -0.0238876 -0.0010223 -0.036364 -0.0754742 -0.0254552 -0.000215245 -0.000704162 -0.024959 -0.0402643 0.000215755 -0.000961654
internal_weight=97.4766 1.38747 0.41032 0.977149 0.637195 0.545452 0.247685 0.475209 0.226771 96.0892 19.6231 76.466 1.46714 19.2237 16.643 14.38 0.39939 74.9989 3.27509 1.12509 71.7238 1.60131 0.579081 2.26307 70.1225 68.9316 2.51885 1.91817 66.4128 62.734
internal_count=2900 312 89 223 205 203 51 198 181 2588 974 1614 104 891 859 808 83 1510 99 70 1411 95 76 51 1316 1302 107 89 1195 1161
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 0 0 2 2 2 2 2 2 1 2 2 2 1 0 2 1 0 2 2 2 2 1 2 2
split_gain=0.0179243 0.327984 0.27257 0.210884 0.183112 0.15688 0.0951465 0.129984 0.0864156 0.246739 0.227295 0.31768 0.281839 0.214337 0.187338 0.140494 0.155694 0.377649 0.719595 0.202074 0.198395 0.194864 0.264074 0.175605 0.391011 0.242993 0.379181 0.0962129 0.138668 0.0908217
threshold=0.48607826115000008 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.34744468730000005 0.48368312325000012 0.48181192180000004 0.48140774230000011 40.380906245900007 39.530201452500002 40.580626202750004 40.922041107600009 41.169697216150006 39.268993001500007 0.34515433670000012 41.468518788800004 42.178283198950005 42.686561923500008 0.34545372890000009 0.47997065955000012 42.448133449100006 0.34569324270000007 0.47760546090000006 42.773538294100007 43.45354240915001 43.022303514600004 43.061965423550006 0.34503457980000002 41.726652433350004 44.157169339850007
decision_type=2 2 2 2 2 2 2 2 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 7 8 9 13 -10 -12 -13 -1 -11 -14 21 18 20 23 -18 22 27 -19 25 -25 -27 28 -17 -26
right_child=1 2 3 4 -6 -7 -8 -9 10 14 11 12 15 -15 -16 16 17 19 -20 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.0032704856910100626 0.034619843004525933 -0.065415584289222645 0.053825417779012411 -0.042863071462280945 0.00032884967541069681 -0.022810227232699515 0.012623190011997066 -0.037095041130854295 0.043480919073756501 -0.01071434649033072 -0.048416128482045462 0.044386352444730562 -0.020889920583835139 0.060345463967053405 -0.058039934964097928 0.081885876220407647 0.036687596409691665 0.049422248539698545 -0.11749801717292414 0.032993810338816015 -0.037016203036439009 0.037509280193526374 -0.039248464818840062 -0.12220230456936794 0.023229898303159646 0.084959817063225113 -0.082956176091500355 -0.0053468110070525763 0.0087949022027344979 -0.0033964500186168972
leaf_weight=3.1465982304816573 2.7911425334168589 0.64025781769305368 0.72400207910686631 1.0015049399808038 49.253298163282651 3.197630391175152 5.3464099171251283 1.008269666112027 1.2605233413469275 2.1184028660281915 1.2873205615615031 1.5104906298220182 2.8719800451654036 0.63680651638424013 1.3821833618603703 0.48396392034192393 0.75784588742362691 0.62618080936863307 0.78537631544168096 2.0504668567300532 0.70493350875767646 2.5209734389791265 1.092367168923374 0.41924124822270215 1.6303005535291957 0.21035615688924736 0.37283723893654042 0.69454961481096678 0.55981015359429875 5.9799563708306778
leaf_count=171 25 6 8 10 1924 36 48 14 17 25 22 20 35 9 28 15 25 15 34 20 31 23 21 31 61 5 57 11 30 123
internal_value=2.79178e-05 0.00123111 -0.00057428 0.000240081 -0.000531902 -0.00150684 0.000219559 -0.00172449 -0.000647169 -0.0102666 0.00206658 -5.90662e-05 0.00261591 0.00743708 -0.0294005 -0.000283473 0.00284961 -0.00285866 -0.0402866 0.00459473 0.00116872 0.0172892 -0.000718579 -0.00170813 -0.00542554 -0.0641334 -0.0223894 0.0234937 0.0426848 0.00230756
internal_weight=97.066 54.4102 51.6191 50.9788 50.2548 42.6558 39.4581 34.1117 33.1035 7.28399 25.8195 24.559 23.2716 3.7834 3.50059 21.7611 18.8892 13.5375 2.24816 11.2893 1.46278 5.35166 2.83069 9.23887 8.61269 1.00243 0.583193 1.73832 1.04377 7.61026
internal_count=2900 1973 1948 1942 1934 927 891 843 829 233 596 579 557 180 53 537 502 402 90 312 56 100 77 292 277 93 62 56 45 184
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 0 0 1 2 1 0 0 0 0 1 2 0 0 1 0 0 1 1 1 1 0 2 1 1
split_gain=0.0181545 0.175753 0.171663 0.721917 0.1418 0.384732 0.18936 0.114808 0.0985254 0.237485 0.500317 0.386343 0.312302 0.200323 0.163394 0.149906 0.337729 0.126084 0.432629 0.46701 0.151654 0.24905 0.485217 0.309215 0.101279 0.116139 0.250806 0.756808 0.269665 0.207296
threshold=0.34515433670000012 0.34503457980000002 0.48368312325000012 0.48181192180000004 0.47760546090000006 41.169697216150006 0.47727612945000003 0.47694679800000012 0.34554354660000003 41.919251152600005 0.34524415440000006 0.48101853240000009 0.47796473160000008 0.47868327295000007 0.4622167001000001 0.34569324270000007 42.487106141350004 0.48015029490000011 0.47886290830000006 0.35319301815000009 0.48181192180000004 0.48271009850000007 0.34581299960000006 0.3459626957000001 0.34744468730000005 0.34829795515000012 0.49588335680000006 40.823855932350007 0.35675578575000005 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 13 -11 12 -12 -2 -10 16 -16 18 19 -17 -19 -22 -23 -24 -25 -26 27 -27 -28 -30
right_child=8 -3 -4 -5 5 -7 -8 -9 14 10 11 -13 -14 -15 15 17 -18 20 -20 -21 21 22 23 24 25 26 28 -29 29 -31
leaf_value=0.0024883899195072817 -0.0042687678026146038 -0.029297515264020052 -0.028257332387245176 0.08337330194012077 0.0067738449551050118 -0.053812864137347219 0.04417043238859604 -0.043183918185761123 -0.069978365533021267 -0.093205657699765215 0.028872864086541619 0.061092677130110934 -0.081437896303615948 0.033100687836921487 -0.057091557091772674 -0.053716117438390477 0.016596615314055107 -0.02166349105731959 0.061977399293823579 0.037900623831592151 0.05075142926952321 -0.093252492421632902 0.043758553091101521 -0.018422428730542114 0.02965969842680316 0.028486119269427845 0.039333871342339316 -0.097755576690751522 -0.052384571005180902 0.00064569588024253517
leaf_weight=10.636760957638369 2.1468123005362383 2.2023519661279911 1.8778700339025807 1.064674500375985 2.6748549940530202 1.7233872783990589 1.0691205938346673 0.58041685295756984 0.33744439781632607 0.62341449439918539 0.47654005897606999 0.82995608635246743 0.5561970833587111 4.323257626965642 1.3913012807170226 1.1323305489422635 1.1248232452267073 3.1653787673567413 1.4176171524450181 1.0938772181883676 0.98199187545105715 0.55303785391151805 1.632217165082692 2.9546919213607898 1.3412295076996077 0.93276102490881274 1.7906371821882192 0.96737334827412269 0.7496032367926081 44.294898742868462
leaf_count=389 37 39 16 11 29 22 9 13 61 19 29 8 22 38 26 43 18 32 17 28 9 7 11 34 11 20 33 27 13 1829
internal_value=2.62442e-05 -0.00251109 0.000494609 0.00353657 -0.00155798 -0.0169662 0.00395784 0.000125142 0.000766561 0.0106073 -0.0156622 0.0102904 -0.0305368 0.0207013 -0.000571633 -0.000214192 -0.0241496 0.000741634 0.0187974 -0.008699 -0.000366651 0.000832894 -5.48777e-05 0.000888016 -0.000431472 0.000630059 -0.000168857 -0.0357845 0.00127609 -0.000236802
internal_weight=96.6468 21.8294 19.6271 17.7492 16.6845 4.39824 12.2863 11.2172 74.8174 8.95618 2.48611 1.86269 1.03274 6.47007 65.8612 65.5238 2.51612 63.0076 3.64382 2.22621 59.3638 56.1984 55.2164 54.6634 53.0312 50.0765 48.7353 1.90013 46.8351 45.0445
internal_count=2900 528 489 473 462 51 411 402 2372 153 78 59 51 75 2219 2158 44 2114 88 71 2026 1994 1985 1978 1967 1933 1922 47 1875 1842
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 2 1 2 0 0 2 0 1 1 2 0 1 1 0 2 2 2 0 2 1 0 0 2 2
split_gain=0.0171022 0.164793 0.121947 0.225009 0.0999621 0.0715936 0.0778213 0.491995 0.143076 0.0610342 0.147735 0.0600116 0.119294 0.111713 0.131116 0.116529 0.0483253 0.0449818 0.0915915 0.067921 0.159506 0.471968 0.100378 0.0861403 0.0782047 0.142451 0.0585954 0.0700608 0.219915 0.431449
threshold=0.39672464895000009 0.31123319660000009 0.39614083410000006 49.110028829250005 48.680511450650009 0.31100865245000009 48.988717865950008 0.36106703390000006 48.852845034800005 0.61802041855000012 0.66697104880000013 52.932444045400004 0.61532588845000014 0.48627286610000009 0.45280081435000008 50.065525775750011 0.37331217625000007 0.32600820335000008 0.32144247180000002 0.47305469895000007 38.994321257850011 42.131954243650007 38.771633980050005 0.4622167001000001 37.186372654950006 0.33960061075000009 0.47512050540000011 0.47670728420000003 39.56957118270001 42.541806567400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 -2 8 -8 17 11 -11 13 -13 14 15 -9 -1 18 -7 20 22 -22 24 -23 25 -19 -21 28 -28 -30
right_child=5 -3 -4 -5 -6 6 7 9 -10 10 -12 12 -14 -15 -16 -17 -18 19 -20 26 21 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.016733391250132755 0.030881742520099738 -0.046762940134200258 0.023968685962877784 -0.10933084413671457 0.10389796589695842 -0.0045267261594579477 -0.1373703284218297 -0.10133568484769447 0.03220749578194277 -0.10661023772347596 0.038640423266711625 -0.11159644709868917 0.048657696729719181 -0.040058315221554772 0.077548413003098837 0.031287640959679397 -0.10147762820769408 0.045213108175640004 0.044924115335567671 0.016749154818208961 -0.11188786099632941 -0.021619920739870738 0.067374236391525302 0.051596070073691561 0.014984690361941711 -0.11253585225612875 0.039951722001359526 6.0139907122928308e-05 -0.11892207896279501 0.0041524462672799323
leaf_weight=0.10393482912330321 0.75698742313035339 0.76987644389373588 1.336493955925107 0.21964107174426317 0.10430101305246353 0.86282881195438565 0.30033205327413171 0.092635011787933541 1.3928839399013657 0.14929808907982067 0.13187783959438093 0.10171355561595874 0.085497882217168808 0.21584475527924951 0.43266761201084591 0.23261276619109594 0.051827506014717528 0.09172131312515508 0.6618557795882225 2.0535171521460134 0.53787278350500833 0.32069754173772935 0.24238228844478726 0.32207395694422303 0.53948035393000282 0.15229062833866891 0.43755822908133168 82.297905894345774 0.46051762640126959 0.74663754040602726
leaf_count=11 26 29 9 6 1 45 11 25 21 22 40 48 2 23 13 42 90 19 17 37 47 35 3 10 18 45 5 2144 21 35
internal_value=3.13466e-05 -0.00799076 0.00844455 -0.0348069 0.0281336 0.000252943 3.26658e-06 -0.0209307 0.000403584 0.00331821 -0.0384844 0.0134424 -0.0384097 0.0234113 0.0414866 -0.00648529 -0.0225995 -9.01241e-05 0.0169396 -0.000384502 -0.0177084 -0.0427708 0.011135 0.0150665 -0.00626324 -0.0532398 6.00019e-05 -0.000348271 -0.0207843 -0.0427993
internal_weight=96.2058 2.58607 1.8162 0.479704 0.260063 93.6197 92.8627 1.74248 91.1202 1.44215 0.281176 1.16097 0.187211 0.97376 0.757915 0.325248 0.155762 89.7273 1.52468 88.2027 2.20652 1.18064 1.02587 0.642771 0.783492 0.244012 85.9961 83.9426 1.64471 1.20716
internal_count=2900 146 117 108 102 2754 2728 226 2502 215 62 153 50 103 80 67 101 2481 62 2419 177 92 85 45 82 64 2242 2205 61 56
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 2 2 1 1 2 2 2 2 0 1 2 2 0 1 1 2 1 0 0 2 2 0 0 1 1
split_gain=0.0161151 0.157818 0.130498 0.116532 0.215958 0.113535 0.204628 0.139942 0.119694 0.0823719 0.151962 0.0818738 0.0809292 0.162512 0.166741 0.162111 0.0575023 0.0590272 0.0521558 0.29156 0.193131 0.453822 0.102551 0.224742 0.290248 0.309469 0.206755 0.199125 0.237981 0.165513
threshold=0.57600071855000012 42.508878681700004 42.654057868200006 44.710446918150005 0.61802041855000012 42.428475018400007 42.406961525800007 0.47536001915000009 0.47976108500000009 40.922041107600009 40.823855932350007 45.673096293200011 47.480720532750006 0.61802041855000012 0.5024400467000002 48.852845034800005 37.272044000450002 0.62406814170000013 0.44705248345000009 0.45206730335000006 39.468990633150007 0.46419268885000003 0.54910032635000017 0.55240861050000023 39.995120105550008 41.24714903835001 0.55754318735000019 0.54317236010000014 0.41985269900000005 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 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 5 -3 4 -4 6 7 9 -9 10 -2 -5 -13 15 -15 -14 17 -10 22 -20 -21 -22 27 -24 -25 -26 -27 -1 29 -29
right_child=1 2 3 11 -6 -7 -8 8 16 -11 -12 12 13 14 -16 -17 -18 -19 19 20 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-0.00057617503417791609 -0.10296750721507081 0.069240524791264121 -0.10821062893398598 0.041830817291973806 0.055971012163689396 -0.12094979124924117 0.10397188222682928 0.067830944150037237 0.087050548333568012 -0.10911876117795211 0.090766566799598047 -0.031547949653173007 0.092285757423338582 -0.10683186462753153 -0.00021681964454159055 0.0090314323723389486 -0.10253696383795879 -0.10227068761873966 0.048151053906947766 0.016003140824167334 -0.10901426400550554 0.017485685641691392 -0.082374702208442965 -0.07086326697683118 0.039401822287906584 0.027571717823501454 -0.038707261006158455 -0.048464565736849936 0.035778759619837494 0.018509098821433024
leaf_weight=77.538359762192385 0.096636740553860845 0.28302408917261379 0.24638891665381413 0.50318912183865938 0.11871922542241009 0.14809909691030043 0.1061277762055397 0.16135558557107288 0.043960873671395007 0.30826809904192487 0.069682450499385595 0.69268800963800492 0.31907782844064037 0.19775541330091062 0.56808961766364519 0.87594753781377221 0.097443939246673494 0.026333398053594692 1.4057339424645072 1.4356211790318698 0.51260743402053754 0.6348020687000826 0.44161121634561951 0.62032365974621928 1.4375020103980207 0.65949394003109807 1.6437155440708009 0.68883592245492653 3.2369708695623558 0.79471021145582199
leaf_count=1764 106 11 37 10 30 8 1 10 27 20 2 31 7 15 74 69 155 81 30 45 34 19 32 86 22 20 68 37 43 6
internal_value=2.12427e-05 -0.00558763 0.00391162 -0.00133835 -0.054825 -0.0397527 -0.0265354 -0.0437692 0.00634159 -0.0785176 -0.0217991 0.00484789 -0.00216511 0.00821454 -0.0277468 0.0312608 -0.052808 0.0161277 0.0003208 0.0115024 -0.00844246 -0.0390284 -0.000191491 -0.0143954 -0.00751159 0.00299404 -0.0197291 0.000637796 0.0205783 -0.0125879
internal_weight=95.9131 4.86279 3.80488 3.52186 0.365108 1.05791 0.909809 0.803681 0.329094 0.474587 0.166319 3.15675 2.65356 1.96087 0.765845 1.19503 0.167738 0.0702943 91.0503 3.98876 2.58303 1.14741 87.0615 4.80265 4.36104 3.74071 2.30321 82.2589 4.72052 1.48355
internal_count=2900 694 284 273 67 410 402 401 273 128 108 206 196 165 89 76 263 108 2206 128 98 53 2078 228 196 110 88 1850 86 43
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 2 2 1 2 2 0 1 0 2 2 1 1 0 1 2 1 0 1 0 2 1 2 2 2 0
split_gain=0.0166765 0.0645169 0.0577217 0.0544847 0.0989806 0.0299553 0.0421985 0.0373772 0.0266278 0.0586269 0.0388517 0.0237122 0.0371163 0.0163124 0.186697 0.278487 0.152248 0.14724 0.129154 0.115158 0.221064 0.174812 0.448258 0.12638 0.451474 0.228836 0.0993976 0.17427 0.174384 0.173753
threshold=35.461062230100005 0.49678153350000009 0.34392682850000006 0.50041914915000019 35.131296350900008 32.785955158400007 32.483642351600004 0.38733870245000007 34.542090938800008 33.151194885250007 0.42646926740000007 0.38185982460000006 0.53136133645000017 42.487106141350004 42.297164883650005 0.39513787010000007 0.32600820335000008 0.4901499955000001 0.32144247180000002 42.027086531450003 0.34500464060000008 0.4942366995000001 0.40105086675000007 0.47694679800000012 39.646013290900008 0.34521421515000011 42.564639561200003 42.654057868200006 42.674081447500008 0.4901499955000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 9 10 -1 -5 -13 14 16 17 18 -16 -2 23 -21 -22 -23 24 -18 -26 29 -28 -29 -15
right_child=13 3 -4 4 -6 7 -8 -9 -10 -11 -12 12 -14 26 15 -17 19 -19 -20 20 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.044117587606848745 0.0076793558435481373 0.054672861206460623 -0.070613175800860559 -0.1019871078099482 -0.10288304864133689 0.073916065386468652 -0.10426708239592863 0.0099449721644472126 -0.032616338301413632 0.10050579597827883 -0.10119377879539858 0.10017751082931621 -0.10053256805919485 -0.0069943663188963825 -0.02460582032957967 0.014577026198213799 0.0047024577310230842 -0.079375490336186572 0.071419847519663501 -0.030092599076502392 0.045785809997158707 -0.081477168525926444 0.046006565630412499 -0.00058928815248637659 -0.1170958963583858 -0.014861058365718128 -0.037508604962525824 0.049151420871869578 0.00041470183987507017 0.048383901795050817
leaf_weight=0.037466808018509878 0.77346235691447762 0.3785546984145185 0.15408744445603872 0.011914454415091313 0.073159949902105836 0.14920225832611322 0.041286900448028518 0.23549597494263708 0.097458538599312305 0.070155036170035601 0.036155332694761455 0.040341694832022768 0.011940642791497424 1.0855767661869351 1.2060589383690965 1.1557205807973785 2.0326545167927743 0.82771264744224016 0.53970472400396829 0.83006806792400212 2.0046215578622655 0.4475110628409309 0.71889133430067886 53.288379512457155 0.59007328388179292 0.3480989670897543 1.1769342895440811 0.75617808345214399 25.218108060934298 1.185065949866839
leaf_count=34 62 12 38 2 13 8 7 78 5 6 6 5 98 23 37 28 50 12 13 12 25 18 32 1132 30 26 33 11 1023 21
internal_value=1.39494e-05 0.0111029 -0.0228019 0.0253331 0.00561728 0.021811 -0.025398 0.0347557 0.00773724 0.0350907 -0.0272438 0.025325 0.0543378 -0.00014349 -0.00103052 -0.0246212 0.000191469 -0.0468962 0.0338764 -0.000542578 0.0158497 0.0278759 -0.00290484 -0.00170838 -0.0217818 -0.0791627 0.00180904 0.000128173 0.00183355 0.021908
internal_weight=95.522 1.33722 0.395323 0.941897 0.563342 0.490182 0.105484 0.384698 0.241236 0.143777 0.0736221 0.0641968 0.0522823 94.1848 64.763 3.18949 61.5735 2.03377 1.31317 60.2603 4.00109 3.17102 1.1664 56.2592 2.97083 0.938172 29.4219 27.1512 25.9743 2.27064
internal_count=2900 312 89 223 211 198 112 86 51 46 40 105 103 2588 1477 77 1400 49 75 1325 87 75 50 1238 106 56 1111 1067 1034 44
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 1 2 1 0 2 1 1 1 1 1 1 0 2 0 2 0 2 0 2 2 1 0 1 2 2
split_gain=0.0146837 0.230819 0.209719 0.20142 0.114638 0.222788 0.0858966 0.126704 0.734527 0.249764 0.298775 0.0513778 0.146954 0.127644 0.153597 0.080996 0.0852283 0.0498468 0.0403761 0.340218 0.188921 0.0663558 0.075051 0.0449518 0.0956301 0.0746091 0.228039 0.0612878 0.0497707 0.101335
threshold=48.461603274950008 0.39614083410000006 0.39614083410000006 48.315732392000008 48.852845034800005 0.31063441215000004 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.37482410710000008 0.50525433370000017 0.49901200560000009 0.48627286610000009 0.48363821445000005 0.55671985870000007 44.921040431000009 0.43780126340000008 41.678468725050003 0.4447920721000001 39.468990633150007 0.42314601355000009 47.833738492450003 46.177190236600005 0.45877368940000007 0.58859016195000013 0.37482410710000008 45.027406014450008 44.527357125550004
decision_type=2 2 2 2 2 2 2 2 2 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 17 -3 -6 -7 -8 -9 -10 -11 -12 13 14 15 16 -13 -1 19 21 -20 22 -4 24 28 26 27 -26 29 -22
right_child=1 4 18 -5 5 6 7 8 9 10 11 12 -14 -15 -16 -17 -18 -19 20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10124810460609411 -0.074791495246348247 -0.028604662987187942 -0.076782078800244624 0.11393162907514852 0.10035807969266562 0.03372248481207081 0.024945236607477564 -0.13713633160668412 0.068361318637107218 -0.13958011404215562 0.083414086637335808 -0.10235331080131067 -0.10226736512747761 0.072865254230684309 -0.10305056686653212 0.041994048690722735 0.0055776401612332785 0.016483405439776371 0.067074159390816054 -0.1070273517136805 8.3085544763184766e-05 0.032723935473164142 0.014633096466043716 0.021838748816973466 -0.11256996765124641 -0.075496678144854917 0.061255193615097903 -0.031053543457401363 0.019109046428965687 -0.034064893649101306
leaf_weight=0.055402089272361787 0.43658267892897029 1.0755380167975088 0.14684292897382423 0.31001144647598267 0.24553406517952669 0.72521032323129464 1.0538802891969683 0.41883159466669928 0.51625183038413558 0.16407850545760982 0.075510255526751169 0.099593366869271227 0.13001373405859329 0.25167970056645572 0.14223152349586599 0.39044471830129623 0.27568880484977853 0.10249291697982699 0.42094101756811042 0.3198462947087819 83.063402209023337 0.59380203672481002 0.2312277694934437 0.92567852076899626 0.14445810538018022 0.27890615375508787 0.24995565181598067 0.25511871161143063 1.3459531104381302 0.8782108930938638
leaf_count=115 9 20 50 1 3 11 5 7 9 7 2 63 61 9 24 8 48 8 12 62 2105 21 11 30 15 34 4 38 61 47
internal_value=1.34191e-05 -0.00477491 0.000335121 0.0671078 0.000718503 0.00774424 0.00238539 -0.00407416 -0.0164844 0.00822003 -0.0120829 0.00324098 -0.00145323 0.00984963 -0.00761786 0.0101085 -0.0230654 -0.0248261 -1.65042e-05 -0.0175674 0.000242405 0.0118742 -0.0208726 -8.04281e-05 -0.000315769 -0.0322363 -0.0136604 -0.060524 3.17173e-05 -0.000274176
internal_weight=95.3233 6.00107 89.3222 0.467906 5.56449 4.48895 4.24341 3.5182 2.46432 2.04549 1.52924 1.36516 1.28965 1.15964 0.907958 0.765727 0.375282 0.157895 88.8543 1.29172 87.5626 0.971873 0.378071 87.1417 86.216 0.928439 0.649532 0.399577 85.2876 83.9416
internal_count=2900 286 2614 124 277 257 254 243 238 231 222 215 213 152 143 119 111 123 2490 144 2346 82 61 2334 2304 91 57 53 2213 2152
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 2 0 1 1 1 0 2 1 2 2 2 0 0 2 2 2 2 1 1 2 1 1 1
split_gain=0.0275715 0.0698119 0.0906002 0.110944 0.104671 0.128471 0.0534238 0.0512528 0.0450486 0.131268 0.140012 0.129716 0.124513 0.133676 0.0856934 0.0587749 0.0447085 0.291238 0.0990318 0.067592 0.0487006 0.0846741 0.149679 0.132401 0.12227 0.3509 0.0757825 0.236841 0.132567 0.127424
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 0.68186581240000022 46.051945193250006 45.027406014450008 0.60665848330000005 0.46613873835000008 0.47536001915000009 0.49703601690000004 0.61299062905000012 45.673096293200011 0.46208197360000008 43.45354240915001 49.275256100300005 49.49736495185001 0.47648274005000008 0.55671985870000007 48.852845034800005 48.461603274950008 47.833738492450003 45.673096293200011 0.44578006650000007 0.41808628485000005 44.758188263300006 0.41640968835000008 0.35759408400000009 0.45280081435000008
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 7 -2 9 14 -11 12 -10 15 16 -14 20 -18 -19 -20 21 22 23 26 25 -25 29 28 -28 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 11 10 -12 -13 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00022748031396556737 -0.10116764355722296 -0.10230779452109072 0.086151410890806912 0.067542445585083891 -0.108179263702362 -0.10328763073017209 -0.11047658762629034 0.10096260761261676 0.07494332707628315 -0.1082353372964886 -0.016627060520467397 0.071849660449958816 -0.015658228219597232 -0.071564597757219073 0.028642293658254464 0.066682479041560425 -0.12211434881714595 0.044968463060111999 -0.10309430723461216 0.0052380767679806629 0.013754497283333706 -0.02580571894847632 0.038481736905406405 -0.062587480264285733 -0.08946698828182531 0.096108107344343149 0.03073211510285144 0.079260385454392207 -0.046457127906671211 -0.032280512235503926
leaf_weight=81.85184639192741 0.023226339645208038 0.089005887559324037 0.08850756729952991 0.23854518095176047 0.060804594792081446 0.05398531529484174 0.15444555805879645 0.027276718989014626 0.16788173573018983 0.21260117431607639 0.77507255373092221 0.33836272448269256 0.20187574482253012 0.29372652355232276 1.0549466656520952 0.15192997641861439 0.21881883142395864 0.36858777236193419 0.095043460215720188 0.14616992491210112 2.5710990887018843 1.2735501059214573 1.0077944635413576 0.44341900981635163 0.30575873213820159 0.20317581889685243 0.45106421471154934 0.48940094538556878 0.43907751824735897 1.2238191849327211
leaf_count=1851 80 34 4 109 68 52 12 1 20 55 88 16 55 17 20 4 16 6 58 33 33 19 21 84 6 4 19 15 25 75
internal_value=9.13989e-06 -0.0192733 -0.00784686 -0.0227489 0.0112022 0.0360164 -0.0812811 0.00800297 0.00015962 -8.36748e-05 -0.0363462 0.019798 -0.00180124 -0.0216983 0.000305017 0.0197002 -2.31719e-05 -0.0231456 0.012368 -0.0374473 0.0001891 -0.000208647 0.000168591 -0.000283497 -0.0373611 -0.0127215 0.000134606 0.0233802 -0.00734279 -0.000251407
internal_weight=95.0208 0.735797 0.646791 0.558284 0.353335 0.29253 0.204949 0.0505031 94.285 93.1312 0.987674 1.15378 0.815414 0.647532 92.1436 0.353806 91.0886 0.82862 0.609801 0.241213 90.26 87.6889 86.4154 85.4076 0.952354 0.646595 84.4552 1.37954 0.890142 83.0757
internal_count=2900 360 326 322 229 161 93 81 2540 2428 143 112 96 76 2285 59 2265 113 97 91 2152 2119 2100 2079 94 88 1985 59 44 1926
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 1 0 0 0 2 1 0 2 1 1 2 0 1 1 1 2 2 2 0 0 2 2 2 0 2
split_gain=0.0148612 0.112497 0.0942039 0.0920359 0.069473 0.0883445 0.0994798 0.0647295 0.0787418 0.054928 0.0345374 0.0420724 0.0292988 0.029418 0.0213285 0.0190272 0.0944023 0.0827145 0.141878 0.0678825 0.0263473 0.054909 0.0253782 0.534623 0.319082 0.0560782 0.0756462 0.0769818 0.310887 0.10968
threshold=36.173488152900006 0.49850303880000008 0.49967066855000003 0.34392682850000006 0.50482021495000018 0.37138109635000011 0.51243974730000008 0.52161611930000007 0.53781323915000012 35.337501601400007 0.31728091975000011 0.4447920721000001 34.394321486900004 0.43166372265000008 0.43625939340000008 36.82350895510001 0.52029879345000019 0.38991347565000006 0.39745815990000005 0.39772761295000009 36.921550069850007 37.186372654950006 37.663157789700008 0.52266399210000014 0.54384599265000022 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 -9 -5 -1 -12 13 -10 -15 16 -2 -18 -19 -20 -17 -22 23 -23 -25 -24 -27 28 -28 -29
right_child=15 2 4 9 5 6 7 8 12 -11 11 -13 -14 14 -16 20 17 18 19 -21 21 22 25 24 -26 26 27 29 -30 -31
leaf_value=-0.02721190214786769 -0.043295193428941253 0.10180097041259076 -0.024959340779712222 -0.082831022267453647 0.10301310085892723 -0.10269699174040221 0.058058110283842834 -0.10141570128883007 -0.10149418705118758 -0.014999485520796833 0.078416791386118914 -9.6227566315555186e-05 0.069180718385281725 0.065587957252809331 -0.10033262196686564 0.014022200706430114 0.055647079024291252 -0.11005952356350329 0.10291339592747833 -0.027809866072506368 -0.024102076363092043 0.084961624471626918 -0.021032498437847425 -0.12236072771702378 0.019313619790833091 0.024581665574870539 -0.052490870491150449 0.02029500180215122 0.033124652831545524 -0.00043490958735475964
leaf_weight=0.12369494039739537 0.53194532116594817 0.1522317732014925 0.28055771626532056 0.23555554879659368 0.14659293182194233 0.062736965890508145 0.33274844355037203 0.067866207014048996 0.026790981566051641 0.24205137290482526 0.12764725231954799 0.14668072434142232 0.081193239266664108 0.036346906344988383 0.0098462004859634078 1.3158459318292433 0.26666171103715897 0.11031016676861327 0.079454898834228516 0.079440784281587185 0.95341767105963882 0.56816849720780627 1.2702515943601458 0.30476382996494067 0.33231468614087589 1.2472532231454341 1.1387050701296164 2.6351659779857064 0.67586382827823843 81.176187809855662
leaf_count=13 16 6 13 38 3 5 16 26 16 9 34 13 50 9 121 12 5 6 1 44 36 15 60 9 36 48 34 48 26 2132
internal_value=6.46538e-06 0.00838125 0.0283086 -0.0188577 0.0175992 0.0332251 0.0166584 0.0301554 -0.011659 -0.048454 0.0166563 0.0364366 0.0278504 -0.0181287 0.0302215 -0.000180803 -0.0134524 0.0161719 -0.0229302 0.0375576 -2.61212e-05 -0.000230828 2.38965e-05 0.0144365 -0.0484602 -0.000173178 0.000131825 -0.000224318 -0.0206021 0.000216873
internal_weight=94.7583 2.07254 1.19691 0.87563 1.04468 0.764122 0.617529 0.554792 0.222044 0.477607 0.398023 0.274328 0.154177 0.0729841 0.0461931 92.6858 1.06781 0.535868 0.269206 0.158896 91.6179 90.3021 89.3487 1.20525 0.637079 88.1434 86.8732 85.6259 1.81457 83.8114
internal_count=2900 372 265 107 259 246 243 238 222 47 60 47 196 146 130 2528 72 56 51 45 2456 2444 2408 60 45 2348 2288 2240 60 2180
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=2 0 2 0 1 1 1 0 0 1 2 0 1 1 0 2 0 0 0 0 2 2 0 1 1 2 1 2 2 0
split_gain=0.0171904 0.0448062 0.0594644 0.127336 0.0434199 0.0383578 0.0256479 0.0442634 0.0219957 0.0219526 0.0209847 0.25407 0.0705401 0.13977 0.0198686 0.0181729 0.0900382 0.0464825 0.112543 0.226026 0.0444756 0.0225693 0.285761 0.394179 0.180668 0.100761 0.0789239 0.0618009 0.0630817 0.254698
threshold=35.461062230100005 0.49678153350000009 35.131296350900008 0.49850303880000008 0.34392682850000006 0.36543816055000006 0.38906020780000011 0.54384599265000022 0.56793209785000009 0.33263974130000007 36.372781240150012 0.50482021495000018 0.38733870245000007 0.38991347565000006 0.56859076075000015 36.921550069850007 0.5025747732000001 0.50449088350000015 0.52877159370000015 0.52975958800000011 37.186372654950006 37.858673296900008 0.52266399210000014 0.39458399450000009 0.39724858540000008 38.052786106700005 0.45280081435000008 38.318569170500005 38.703421923500009 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 -5 -7 -8 -9 -1 11 -2 -13 -14 -10 16 -12 -18 -19 -20 -17 22 -22 -24 -25 -23 -26 -27 29 -29
right_child=10 2 -4 5 -6 6 7 8 14 -11 15 12 13 -15 -16 20 17 18 19 -21 21 25 23 24 26 27 -28 28 -30 -31
leaf_value=-0.020701729872218241 -0.053232963983253556 -0.11026362336938916 0.059842973026947091 0.10062991357684417 -0.060666234902236563 -0.0086599939628387614 0.068425034141508731 -0.10068689545546823 0.086863299198893615 0.041308861140915303 0.038349153740034142 0.085499676257889193 0.10150008016290923 -0.10140942702248933 -0.10011494890095406 -0.021691301334171353 0.011498926517857867 -0.065394777353386724 0.10290068525190699 -0.065975950788365254 0.056042973742633201 -0.036588940709127223 -0.11859554581813243 0.10339869580705807 -0.05124772972165903 0.02230506355510151 0.040639521152971085 -0.047740866133933711 0.00019538192182430022 0.03017863506126613
leaf_weight=0.11678519407133403 0.6271781318137063 0.082026559859514236 0.30300480665304619 0.058113372186198831 0.14289883056215302 0.23074199403345119 0.14766718652026611 0.027244264325702261 0.017925948603078723 0.11168571104644798 0.70470298294276235 0.22938278876245022 0.064461772330105305 0.07171529186416592 0.008321155589358753 0.95344344564011763 0.75108098983764626 0.33514948468655348 0.15712336450815201 0.15991600875111089 0.77281228214269393 0.75427961948582734 0.3078066848902381 0.18363192677497864 0.24738050328051031 1.237634475991398 0.15024871452817479 1.1274320992997662 83.804465179419765 0.66808850631491612
leaf_count=37 23 2 18 5 38 17 16 27 2 14 10 6 2 53 136 36 3 7 2 38 27 24 8 2 30 48 29 34 2180 26
internal_value=7.04764e-06 0.0116733 0.0240249 0.00505244 -0.0174306 0.0243559 0.0140931 0.0401923 -0.0377464 0.00961153 -0.000148791 -0.0146102 0.0516534 -0.0053587 0.0275853 6.72462e-06 0.00918506 -0.00546075 -0.024992 0.0177186 -0.000207756 2.17398e-05 0.0115663 -0.0270945 0.0213598 -0.000197295 -0.0165271 0.000118806 -0.000201971 -0.0187481
internal_weight=94.5543 1.24642 0.875045 0.57204 0.37137 0.490014 0.431901 0.201159 0.0534914 0.228471 93.3079 0.992738 0.36556 0.136177 0.0262471 92.3152 2.10797 1.40327 0.652189 0.317039 90.2072 89.2538 1.66188 0.889068 0.581261 87.5919 0.397629 86.8376 85.6 1.79552
internal_count=2900 312 223 205 89 203 198 181 165 51 2588 84 61 55 138 2504 60 50 47 40 2444 2408 96 69 61 2312 59 2288 2240 60
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=2 0 0 2 1 2 2 1 0 1 2 2 1 1 0 2 0 1 1 0 1 0 0 2 2 0 2 2 2 0
split_gain=0.014418 0.0377409 0.0566064 0.0822177 0.0363709 0.026298 0.037038 0.0364519 0.0760852 0.0246796 0.0206012 0.0537625 0.0447704 0.0204237 0.0306141 0.0174123 0.213366 0.0606565 0.126287 0.0157827 0.298363 0.134072 0.0779168 0.0671587 0.439388 0.341875 0.17811 0.161987 0.20669 0.339847
threshold=35.461062230100005 0.49678153350000009 0.50041914915000019 35.131296350900008 0.34392682850000006 32.785955158400007 32.483642351600004 0.38733870245000007 0.51700547890000015 0.39458399450000009 34.542090938800008 33.151194885250007 0.31308942845000004 0.38185982460000006 0.53136133645000017 36.372781240150012 0.50482021495000018 0.38733870245000007 0.38991347565000006 0.48607826115000008 0.34566330350000002 0.48368312325000012 0.48661716715000009 40.12915366295001 39.749124837650008 0.47943175355000006 39.039757512550004 40.532725462000009 40.712530798250008 0.48320409570000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 10 6 13 -7 -9 -10 11 12 -1 -4 -15 16 -2 -18 -19 21 -21 23 -22 24 25 26 -17 -25 -29 -30
right_child=15 2 3 -5 -6 7 -8 8 9 -11 -12 -13 -14 14 -16 19 17 18 -20 20 22 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=0.057321041318832512 -0.048175079615131997 0.054393835711954511 -0.10173773221776231 -0.10261592156709616 -0.056254426343049828 0.070913114710198344 -0.10404321821637891 -0.10506405561429644 0.088594806337427903 0.0079547069801259654 -0.027963778330582192 0.10049136734552144 -0.10108616964193076 0.099871548541824645 -0.10043257547949994 0.0044214769417701008 0.082662298271775791 0.10135578269851411 -0.10127465925452531 0.037819838435812436 -0.035564556749283806 -0.021215419310404549 3.8401730986641423e-05 0.028073455284326334 -0.067272271975984538 0.044859194147179891 -0.041442629967302684 -0.045114177017440228 -0.00054877394977395275 0.056319071826543526
leaf_weight=0.033959593623889672 0.62390930833498615 0.3352108139952179 0.010446195577969775 0.066057641017934543 0.13891363227517317 0.13252350175753236 0.039255657463133531 0.049131565378047526 0.058909164043143392 0.10668110348882998 0.091236711479723454 0.063533915672451258 0.03759244506363757 0.033362399102770723 0.0098928868796210878 2.1839055088526034 0.21432184241712093 0.058406238444149494 0.064972636657955718 2.1296437544806386 0.62258507212391023 3.1686180187389246 48.498263501763603 2.2230735391494845 1.0798085613641886 1.4062898433767257 1.3828811065104671 0.97833727707075269 27.405892638272693 1.0927747227251519
leaf_count=2 23 12 2 13 38 8 7 3 3 72 5 6 38 5 98 61 6 2 53 20 7 35 1648 30 24 22 24 16 608 9
internal_value=7.63502e-06 0.0108683 0.0225195 0.00141453 -0.0159751 0.0170255 -0.0302147 0.0296717 0.00421802 0.0366426 0.00874773 0.0335426 -0.0259039 0.0237538 0.0540601 -0.000133083 -0.0135198 0.0505065 -0.00535158 6.57772e-06 0.00117586 -0.00145784 -0.00041285 0.000200424 -0.00945174 0.00310289 -0.0133605 0.00204343 8.03181e-05 0.00163181
internal_weight=94.3404 1.20671 0.841471 0.50626 0.365236 0.440202 0.0929571 0.347245 0.214722 0.16559 0.226323 0.135086 0.071552 0.0537015 0.0432553 93.1337 0.96161 0.337701 0.123379 92.1721 51.2505 40.9216 49.1208 37.753 6.05289 4.97308 3.56679 31.7001 29.477 28.4987
internal_count=2900 312 223 211 89 198 112 86 78 75 51 46 40 105 103 2588 84 61 55 2504 1675 829 1655 794 131 107 85 663 633 617
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 0 0 0 2 1 0 1 2 1 2 0 2 0 2 1 0 0 2 0 0 1 0 0 1 0
split_gain=0.0152505 0.0925299 0.0837497 0.0806358 0.0604161 0.104782 0.145881 0.0730222 0.24148 0.149669 0.112942 0.0988923 0.313721 0.0768385 0.253327 0.218641 0.124017 0.119895 0.236568 0.233003 0.209031 0.133022 0.132487 0.333982 0.308049 0.223153 0.113905 0.0996653 0.11083 0.239909
threshold=43.19689381845 43.082598263550004 0.50356276755000018 43.279086095950007 0.32600820335000008 0.43780126340000008 0.41254752850000004 0.47305469895000007 38.994321257850011 0.35165114815000004 0.47512050540000011 0.34307356065000005 38.175120519550006 0.34506451900000007 41.621607100200002 0.48140774230000011 42.448133449100006 0.47778509625000004 41.395309858300003 0.34524415440000006 0.47868327295000007 0.47905751325000007 42.871500973550006 0.48368312325000012 0.51484985480000012 0.34521421515000011 0.47886290830000006 0.47997065955000012 0.34542378970000004 0.48077901860000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 11 -10 -9 -6 -13 14 15 26 -16 18 -15 -20 -19 -22 25 -24 -25 -23 -12 -27 -29 -30
right_child=3 2 -4 -5 7 -7 -8 10 9 -11 13 12 -14 17 16 -17 -18 20 19 -21 21 22 23 24 -26 27 -28 28 29 -31
leaf_value=0.079289876093917772 0.037375838158742701 -0.052035824512027887 0.0019466474848427184 0.001321099417440492 0.030109637727489331 0.063775299831891577 -0.01505395250802166 0.024914667672734932 -0.1123162812350349 -0.0064307779275828971 -0.001182608106486587 0.053354453001155766 -0.14729096767401056 -0.011897132538876093 -0.059950404268684726 0.023698882735191551 -0.012755002037359115 -0.051495829438712094 0.075438234673322793 0.0095974343013058606 0.043260015088911211 -0.055319625844645649 0.077071877016425525 -0.073983654708763433 0.044111536114164927 0.024626183469795698 -0.032095427553497008 -0.024050009879408259 -0.061211579997120263 0.00055973115538689546
leaf_weight=0.20381143247288835 0.64183092809890041 0.66040009948130662 0.50882529022419476 18.492503397062933 0.66281414506829495 0.39755459269508708 0.83690448725064925 1.7568901511567663 0.36398437624524149 0.21080693893600255 3.4032551413401944 0.17114830787538438 0.14306751293679554 1.5457927795359858 1.2220982325088701 2.549257468432188 1.0227204642142167 0.79391907926765171 0.9790003118978351 1.1918271600088699 0.70772113610291754 0.75241406238637765 0.74422824196517356 0.43376812466885895 0.45005013575746489 1.5359977197949763 1.8344901351956648 2.0421837391331783 0.63722344546113063 47.240511718056197
leaf_count=70 22 34 21 792 41 10 40 28 37 22 39 45 5 18 23 18 20 36 13 29 12 15 7 10 31 28 18 22 13 1381
internal_value=1.054e-05 -0.00063234 -0.0285436 0.0025305 -0.000190337 0.0201044 0.00342213 -0.000593532 -0.0220521 -0.0734824 -0.000123482 0.00820452 -0.0380026 -0.00076021 -0.00885173 -0.000319623 -0.0384486 0.000614325 0.0180008 0.0392903 -0.000553386 0.000188109 -0.000378105 0.027714 -0.0138483 -0.00125412 -0.0120096 -0.000463547 -0.00123554 -0.000262407
internal_weight=94.137 75.0027 1.16923 19.1343 73.8334 1.43827 1.04072 72.3952 1.55182 0.574791 70.8433 0.97703 0.314216 69.0865 10.0318 7.787 2.24482 59.0546 3.71662 2.17083 55.338 54.5441 53.8364 1.62805 0.883818 52.2083 5.23775 51.4559 49.9199 47.8777
internal_count=2900 2086 55 814 2031 120 110 1911 150 59 1761 91 50 1733 118 75 43 1615 60 42 1555 1519 1507 48 41 1459 57 1444 1416 1394
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 1 2 2 2 1 0 0 1 1 2 0 2 1 1 2 1 0 2 2 1 0 1 0 1 1
split_gain=0.0145512 0.136891 0.149456 0.202385 0.107868 0.146983 0.159021 0.139253 0.257587 0.178195 0.126483 0.12903 0.150478 0.12797 0.0487711 0.0528975 0.0405457 0.0404942 0.248188 0.173105 0.401132 0.0995701 0.255739 0.364919 0.156531 0.144508 0.185583 0.210932 0.205086 0.115801
threshold=0.57600071855000012 0.43625939340000008 0.43706775245000007 0.45206730335000006 42.508878681700004 0.45877368940000007 44.710446918150005 46.177190236600005 47.673928029900004 0.48544953745000008 0.58388970390000006 0.58626987215000004 0.47536001915000009 0.47976108500000009 37.272044000450002 0.62406814170000013 42.654057868200006 0.44705248345000009 0.45206730335000006 39.468990633150007 0.46419268885000003 0.55041765215000005 39.995120105550008 41.24714903835001 0.43590012275000006 0.54317236010000014 0.41985269900000005 0.54475913895000005 0.42274183410000005 0.39745815990000005
decision_type=2 2 2 2 2 2 2 2 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 10 -6 16 -8 -9 -10 -5 -12 -13 -14 15 -15 -7 21 -19 -20 -21 25 -23 -24 29 -1 27 -27 -28 -25
right_child=1 2 3 4 5 6 7 8 9 -11 11 12 13 14 -16 -17 -18 18 19 20 -22 22 23 24 -26 26 28 -29 -30 -31
leaf_value=-0.00040685174511412812 -0.10839269434764398 0.10478686077936746 -0.065872173010145238 -0.11770693893807377 0.052733469784798384 -0.020944194682179854 0.048741845540743199 -0.12023559146269103 0.098878766469040744 -0.0074412790641936316 0.087656580547581575 -0.10785537772597371 0.075473544674900819 0.084104997847676707 -0.10221374957215833 -0.10214590129829063 -0.10567769005802181 0.044500089460971212 0.014670225919443084 -0.10825967880426815 0.014241724874543692 -0.072584230448097101 0.035548636851046748 -0.005535227462519967 -0.015024308056332848 -0.055137899534968476 0.060019742590896374 0.01965465903824826 0.0088944704015860906 -0.10772529258533742
leaf_weight=76.191212307776283 0.12577642058244443 0.12592205405235279 0.49487810488361095 0.14049470871662029 0.64647801197133992 0.086167048448260508 0.59835849326918866 0.18081474934115238 0.18206850154092524 1.17489613428188 0.10623066430662575 0.17540622338813705 0.14688743120734671 0.039265664633774122 0.090382542491816764 0.02493079892134098 0.16386768506345106 1.3705313643926609 1.412877437978324 0.46843845070134171 0.62254660090547986 0.65073391902755773 1.4211334063293182 0.15952138992543075 1.9644935463220461 0.63350590619484026 1.403477435000241 0.93154182930300067 1.7794568224926477 0.36375368552216969
leaf_count=1764 18 1 53 42 11 10 13 30 9 121 5 56 7 25 154 81 58 30 45 34 19 91 23 22 41 16 20 35 25 41
internal_value=1.1639e-05 -0.00553504 -0.00257939 -0.00575967 0.00216003 0.0104377 -0.00102136 0.00781069 -0.00811585 0.00682404 -0.0325322 -0.01201 -0.0342122 0.00863657 -0.0548747 0.0117742 -0.0764768 0.000291093 0.0102904 -0.00843482 -0.0383569 -0.000162028 -0.01454 -0.00487714 -0.0279703 0.000647944 0.0175743 -0.0106202 0.0314376 -0.0765725
internal_weight=93.876 4.50283 4.37705 4.25113 3.75625 3.03265 2.38617 2.13614 1.53778 1.35696 0.723598 0.583103 0.476873 0.301466 0.154579 0.0641965 0.250035 89.3732 3.87439 2.50386 1.09099 85.4988 4.55964 3.9089 2.48777 80.9392 4.74798 1.56505 3.18293 0.523275
internal_count=2900 694 676 675 622 252 241 173 160 130 370 328 323 267 260 106 68 2206 128 98 53 2078 218 127 104 1860 96 51 45 63
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 0 1 1 2 0 0 0 2 0 0 1 0 0 0 0 2 1 1 1 2 0 1 0 0
split_gain=0.0141265 0.0726948 0.0710847 0.0662525 0.0573812 0.399219 0.139997 0.183981 0.118571 0.0951943 0.087883 0.119687 0.616108 0.15713 0.378752 0.309854 0.408885 0.460989 0.620262 0.121852 0.32986 0.160702 0.349391 0.177109 0.157286 0.243167 0.180521 0.314962 0.13764 0.116224
threshold=43.19689381845 43.082598263550004 0.50356276755000018 43.279086095950007 0.34479506600000004 0.34488488370000009 0.3972336157500001 0.34392682850000006 0.31123319660000009 48.919835655300012 0.47727612945000003 0.48041974790000003 0.48119816770000007 43.542456167850005 0.48414718120000005 0.48607826115000008 0.3465914194000001 0.49320379630000005 0.49967066855000003 0.5089817670000002 0.52366695610000014 43.933728833200007 0.38780276035000005 0.39167988980000007 0.40621538280000008 48.680511450650009 0.5339660489000001 0.43590012275000006 0.55754318735000019 0.58859016195000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -5 -8 -7 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -25 -26 -28 -29 -30
right_child=3 2 -4 4 5 10 7 -9 -10 -11 11 12 13 14 15 16 17 18 19 20 21 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.00022264372293788047 0.03425443143405401 -0.047179014984235573 0.0027617386234811271 0.014443368221062748 0.10750790378140887 -0.029224061417054317 0.032226591623450623 -0.088418847507396495 -0.026964119205785238 -0.036787853986807867 0.024008607661599204 -0.13653754086067091 0.038115218649536195 -0.1260780808919931 0.11088188712387587 -0.13157314470466436 0.098041045732243204 -0.16639878480854098 0.043096581304038234 -0.1114213715072898 0.038495495241980204 -0.1173283081490597 0.068532920173922915 -0.1118322886405636 0.05895120049710742 0.016119714883831189 -0.1057685958582954 0.074271995151310291 -0.038876156237864223 0.0084231016996712069
leaf_weight=73.334539806655755 0.63272984981176961 0.65526631435682137 0.50441188850163599 2.3818420372764453 0.36681738495826621 0.85659116924034506 0.33731762419029088 0.44459829479455948 0.97447134880349029 0.4904652001539489 2.3909513782709828 0.32401105761527915 1.1636228527895571 0.235603217035531 0.25565081834792991 0.23270348738878777 0.47865869607630873 0.22582595037442832 0.65312984924094042 0.26530942784813749 1.0317254227538795 0.26158629236306286 0.36260766495252017 0.31745315415901121 0.50526713908624277 0.27912462106178282 0.2849005729221975 0.25594005766470251 0.6686658397829891 2.3288068845440648
leaf_count=2031 22 34 21 72 2 45 42 5 8 12 24 3 34 4 1 3 13 14 26 57 32 19 8 20 51 29 29 10 53 176
internal_value=5.39213e-06 -0.000615474 -0.0254569 0.00243883 0.00134321 0.00458619 -0.00828687 -0.0365326 0.00242113 -0.00866479 0.00176416 0.00388405 -0.000865609 0.00361701 -0.00102756 0.00247678 -0.000922977 0.00291624 -0.00320342 0.00190486 -0.00219542 0.00240723 -0.00466546 0.00122549 -0.00403429 -0.0519666 0.0030375 -0.00494691 0.00388202 -0.00212825
internal_weight=93.5006 74.4942 1.15968 19.0064 18.3736 13.745 4.62869 1.27238 3.35631 0.827783 13.3781 12.5215 10.1306 9.80658 8.64296 8.40736 8.15171 7.919 7.44034 7.21452 6.56139 6.29608 5.26435 5.00277 4.64016 0.596578 4.04358 3.53831 3.25341 2.99747
internal_count=2900 2086 55 814 792 653 139 59 80 54 651 606 582 579 545 541 540 537 524 510 484 427 395 376 368 49 319 268 239 229
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=2 0 0 1 2 0 0 0 2 0 2 2 0 1 0 1 1 0 1 0 0 1 2 2 2 2 2 0 0 0
split_gain=0.0137995 0.150843 0.202185 0.0979105 0.0605974 0.161776 0.0984283 0.0789097 0.053783 0.0593094 0.139644 0.192695 0.048975 0.0348515 0.214308 0.101798 0.100779 0.0864213 0.0729049 0.0621846 0.0639931 0.118657 0.0999274 0.0758705 0.0412236 0.0428253 0.0541897 0.0493299 0.0346126 0.277499
threshold=49.49736495185001 0.39672464895000009 0.47648274005000008 0.39685937550000011 52.932444045400004 0.5810754169000002 0.61532588845000014 0.61532588845000014 49.110028829250005 0.39614083410000006 48.461603274950008 48.315732392000008 0.37331217625000007 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.47383311875000006 0.58859016195000013 0.46208197360000008 0.59665878265000016 0.66294422320000013 0.57987784795000008 45.027406014450008 42.541806567400009 42.508878681700004 40.79983011445001 40.742467179200005 0.62406814170000013 0.54910032635000017 0.55240861050000023
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 -6 9 10 11 12 -1 18 -15 -16 -17 -18 28 -19 22 -22 23 24 25 26 27 -21 -11 -30
right_child=1 2 3 4 7 6 -8 -9 -10 13 -12 -13 -14 14 15 16 17 19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.015971534527388292 -0.10738430234180081 0.097693170027309928 -0.10293955153710409 0.068652109079904447 -0.1107421216214981 -0.10354392106487179 0.0092569607131042318 0.024985309902659472 -0.02829188370911935 0.00047045564704873387 -0.033162435802557788 0.11228755338361396 -0.10132844497401512 -0.10497741016123163 -0.11338326492059521 0.088587677669722684 0.10236867918608827 -0.10160668986863058 0.026555224737316082 0.041364733288026173 -0.10997195176972606 0.01033371969411424 0.047753695267430042 -0.1021786858667898 0.10129710425204524 -0.10106914708428974 0.1016284113892576 -0.1031373053239822 -0.080137533151695708 -0.0019170267938926179
leaf_weight=0.096995275816893378 0.10108628496527572 0.26185452472418524 0.086323707576070774 0.36049130076105484 0.08819181272951937 0.11279551051848102 0.24620776023220969 0.083286973356734961 0.67392256203129264 78.747121027616004 0.2301677018404007 0.28149229288101196 0.056228003389435344 0.22619842949436275 0.074948594214733322 0.13409887651650354 0.073172643380530533 0.069228004482681516 1.0302541141354584 0.047068428080592417 0.13990350329086532 0.19802047945990253 0.38461961499706376 0.096234329527760565 0.036512952297925949 0.044008723733213628 0.045540463179349899 0.04743080786234799 0.47895225580982881 8.5494829557452174
leaf_count=12 3 3 27 34 43 30 51 6 34 1659 2 1 111 65 20 10 2 26 22 51 80 59 17 41 1 53 1 56 28 352
internal_value=1.27197e-06 0.010075 0.019657 -0.00125181 0.00860041 0.0213321 -0.026184 -0.0448195 -0.000145862 6.23798e-05 0.02982 0.0631672 -0.0270738 -0.00015643 -0.0147056 -2.37909e-05 0.00643303 -0.00288954 0.000108484 -0.00983726 -0.00372471 -0.0394739 0.0134983 -0.0280909 0.00423476 -0.0150212 0.0120201 -0.0311633 -0.000201931 -0.00606657
internal_weight=93.1018 1.34024 1.23915 0.977297 0.890973 0.719495 0.359003 0.171479 91.7616 91.0877 0.664883 0.434716 0.153223 90.4228 1.61699 1.39079 1.31584 1.18174 88.8058 1.10857 1.03934 0.337924 0.701415 0.316796 0.220561 0.184048 0.14004 0.0944992 87.7756 9.02844
internal_count=2900 197 194 191 164 115 81 49 2703 2669 126 124 123 2543 482 417 397 387 2061 385 359 139 220 203 162 161 108 107 2039 380
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 0 1 0 0 2 1 0 2 2 1 2 2 2 2 0 1 0 0 2 0 1 1 1 0 0
split_gain=0.012566 0.0731687 0.0271996 0.0830256 0.0791879 0.0636891 0.0413084 0.0261639 0.0192819 0.132538 0.0617819 0.0478927 0.0925998 0.185769 0.0477338 0.041738 0.040387 0.0609456 0.12061 0.0968006 0.322039 0.0881554 0.0473753 0.359927 0.0540741 0.276314 0.253118 0.242525 0.0780855 0.0524925
threshold=0.62143349005000015 0.47777012665000013 46.177190236600005 0.66294422320000013 0.49901200560000009 0.66697104880000013 0.51781383790000013 0.63075955810000017 0.59336546810000013 43.45354240915001 0.48363821445000005 0.5831561929500001 47.480720532750006 42.467547400400008 0.48544953745000008 49.49736495185001 48.988717865950008 48.852845034800005 48.461603274950008 0.41856531240000011 0.31123319660000009 0.37331217625000007 0.43780126340000008 39.995120105550008 0.46768060835000008 0.32272985840000007 0.33672644530000007 0.35814795965000007 0.47305469895000007 0.47512050540000011
decision_type=2 2 2 2 2 2 2 2 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 -4 -7 -6 11 10 -10 15 13 -13 -12 16 17 18 19 20 21 -1 23 -21 25 -24 -27 -28 -26 -30
right_child=1 2 5 -5 7 6 -8 -9 9 -11 14 12 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 24 -25 28 26 27 -29 29 -31
leaf_value=0.014669248385231488 -0.10547883284924192 0.058094930697113169 -0.052480505538548987 -0.10558988759434358 0.0042888465870739882 0.071608173761959756 -0.008840858160689892 -0.10585695368946309 -0.10665566090893482 0.024089778229866542 0.091859303866317479 0.0043440915977677862 0.023952665247439119 -0.11495711849932058 -0.10022959462882329 0.022373613897757674 -0.016557730644749823 0.022566491743994822 -0.031990825816446709 0.035309599480567638 0.084048515460802983 -0.10970475855897151 0.1045409702227683 -0.089500132162533524 -0.027421271895239036 -0.093045610428546949 0.069554558573893296 -0.044376187775998138 0.016241610415747565 -8.7258766109067973e-05
leaf_weight=0.096565267187542214 0.075742904130421063 0.28128760926119845 0.27649044818826951 0.049480681954747752 0.042638631736849675 0.087396583985537291 0.23665645820892678 0.043636387977329605 0.12545612954157448 1.1847394337637522 0.03468068280199077 0.29375963718977871 0.26296097434533294 0.23488476706552319 0.02063329226643873 0.83824694063935012 1.4569676827695719 1.2046893043443549 1.1685456891864294 0.49965581253047631 0.47936272235305921 0.139050984092421 0.30110608972609654 0.42981722842114323 1.0275320261200693 0.24514791289402615 0.46240158800039666 0.31352993700272691 2.0190838989365139 78.93522059365641
leaf_count=11 25 23 30 105 18 4 65 68 50 56 4 44 20 13 79 106 30 15 18 34 69 108 4 46 22 37 29 25 37 1705
internal_value=-1.05393e-06 -0.0106584 -0.00360059 0.0160184 0.0323891 -0.0172249 0.0128561 -0.051421 0.00012591 0.0119202 -0.0678372 -5.22281e-05 -0.0245412 -0.0486633 0.020206 0.000164088 -4.56139e-05 0.000229892 -8.25745e-05 0.000356353 0.0369965 -0.0587312 4.53496e-05 -0.0224063 0.000295856 0.0203579 -0.0044669 0.0235187 -2.76994e-05 0.00032
internal_weight=92.8674 1.09333 1.01759 0.417043 0.367563 0.600543 0.324053 0.086275 91.774 1.36551 0.18077 90.4085 0.791605 0.528644 0.055314 89.6169 88.7787 87.3217 86.117 84.9485 0.714979 0.235616 84.2335 0.929473 83.304 1.32219 1.02108 0.775932 81.9818 80.9543
internal_count=2900 338 313 214 109 99 69 86 2562 189 133 2373 77 57 83 2296 2190 2160 2145 2127 188 119 1939 80 1859 95 91 54 1764 1742
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 0 2 0 0 0 1 1 1 2 2 0 1 0 0 2 1 2 2 2 2 2 0 1
split_gain=0.015956 0.281738 0.0589008 0.180279 0.146013 0.121961 0.0632675 0.114492 0.0506859 0.088938 0.0877423 0.0706285 0.0517758 0.0494212 0.12213 0.0954976 0.0732987 0.0716891 0.0392087 0.0507329 0.298896 0.0441253 0.12486 0.0747945 0.0647318 0.0500338 0.141227 0.07936 0.0781061 0.0642803
threshold=49.275256100300005 49.49736495185001 0.31123319660000009 0.39672464895000009 48.680511450650009 45.027406014450008 44.921040431000009 0.41932876265000008 52.932444045400004 0.5810754169000002 0.61532588845000014 0.61532588845000014 0.39685937550000011 0.32600820335000008 0.34193587020000005 37.020641110850008 42.072181850200003 0.4588185982500001 0.34392682850000006 0.47440196400000006 0.4622167001000001 47.833738492450003 0.3920092213000001 46.177190236600005 47.001379125850008 45.027406014450008 44.421469061800003 44.086690780350004 0.53225951315000009 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=2 -2 4 -4 5 6 7 -1 9 12 -11 -10 -3 16 15 -15 -5 -17 -16 20 -20 23 -23 25 -25 26 27 -21 -27 -28
right_child=1 8 3 13 -6 -7 -8 -9 11 10 -12 -13 -14 14 18 17 -18 -19 19 21 -22 22 -24 24 -26 28 29 -29 -30 -31
leaf_value=-0.10111333556223623 -0.1182573773717613 0.010587516736725637 -0.051587983747350963 0.032377742427771576 0.028090219677501173 -0.10994213294898458 0.10195519464178633 0.10078639909577461 -0.10986126285529635 -0.10328893790153515 0.0065385149365739144 0.0214623927950317 0.063298322538787921 0.033189363061441823 0.015069819169255977 -0.02017885513714289 -0.0067351581121416568 -0.11235815898601836 -0.10982339328928076 -0.00024801035793372655 0.0094332395361569898 0.044017659237607143 -0.0068490643841042755 -0.057679364911844104 -0.0010718315153658278 0.054832364015825391 -0.060583865398161275 0.024715692007231938 0.00071882599733826165 -0.0063287742258238081
leaf_weight=0.077415378426152315 0.20769479039336047 0.41147334170432237 0.67817990453886423 1.134188505631754 1.7695801630616186 0.15255300427088514 0.054329521954059601 0.044079415500164032 0.082191934618151552 0.10470096502103843 0.23831416810571682 0.081625166152662132 0.34060245930197652 0.10265338971657811 1.7115232361247752 0.13847050757794932 0.829589294589823 0.21594341032687225 0.2842372366413588 77.029860057031286 0.80642517228841371 0.84122985880821843 1.1318297415855338 0.42140182267939863 0.38800931403238792 0.42382872636153368 0.55724523616663546 1.2948615460436474 0.71960276593017625 0.35909220805194764
leaf_count=116 22 28 29 32 11 10 1 2 48 30 51 6 34 25 24 22 32 27 83 1944 23 15 54 36 50 34 24 36 23 28
internal_value=-2.46885e-06 -0.0103501 0.000163995 -0.00022611 0.0167258 -0.0445157 0.0122512 -0.0278623 0.00745247 0.0152132 -0.0269849 -0.0444266 0.0344594 0.000167969 -0.000188465 -0.0517433 0.0158547 -0.0763434 8.56341e-05 -0.000218739 -0.0216462 6.22631e-05 0.0148384 -0.000296805 -0.0305433 7.75414e-06 -0.000291938 0.000164689 0.0207768 -0.0393225
internal_weight=92.6327 1.4666 91.1661 89.0682 2.09796 0.328377 0.175824 0.121495 1.25891 1.09509 0.343015 0.163817 0.752076 88.39 86.4262 0.457067 1.96378 0.354414 85.9691 84.2576 1.09066 83.167 1.97306 81.1939 0.809411 80.3845 79.2411 78.3247 1.14343 0.916337
internal_count=2900 219 2681 2541 140 129 119 118 197 143 81 54 62 2512 2448 74 64 49 2374 2350 106 2244 69 2175 86 2089 2032 1980 57 52
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 2 1 0 0 1 1 1 0 2 1 0 1 1 0 1 0 1 1 1 1 2 2 2
split_gain=0.0137583 0.155429 0.118072 0.115623 0.0848721 0.0420871 0.0280009 0.239576 0.0550582 0.141393 0.0534959 0.121235 0.0981611 0.0446158 0.0475397 0.04382 0.0336667 0.191106 0.0936043 0.0852539 0.0778992 0.0595774 0.0523333 0.0575275 0.0551886 0.09154 0.109979 0.0539602 0.0514904 0.136673
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 44.921040431000009 49.110028829250005 49.49736495185001 0.31123319660000009 0.39672464895000009 0.47648274005000008 0.50525433370000017 0.49994012155000006 0.48363821445000005 0.55671985870000007 48.852845034800005 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.47383311875000006 0.58859016195000013 0.46208197360000008 0.59665878265000016 0.59210802070000013 0.49703601690000004 0.49994012155000006 0.57987784795000008 42.801286935650005 45.673096293200011 46.650420857800007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -10 -9 12 13 14 -12 16 21 -18 -19 -20 -21 28 -22 24 27 -26 -27 -24 -11 -30
right_child=6 -3 -4 -5 -6 -7 7 10 9 15 11 -13 -14 -15 -16 -17 17 18 19 20 22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.10116983161281737 0.020596553828776773 0.066435326403567321 -0.12094577023582471 -0.10839484640394037 0.10397415161298668 0.023572119659473135 -0.083672538069686109 0.043625991960810129 -0.045878982864814608 0.00019509966047799064 -0.10270853199157302 -0.10204326558067525 0.091209480451068928 0.012682492018328696 -0.0068490532967094286 0.017308135341878247 -0.10450972610428513 -0.11236467645759313 0.086079952647549127 0.102031349631171 -0.10141122028282215 0.024124633755352589 0.012073784335991955 -0.10812111788472419 0.091218216204581273 -0.070186269053184536 0.054521830349866046 -0.066500193315762873 -0.078858805355938894 -0.004501542722363778
leaf_weight=0.040833044340415792 1.2940026054075122 0.31408053725681384 0.10118268709629774 0.069836054462939501 0.10618359595537186 0.080113473813980818 0.37054737819926131 0.31537992320954777 0.6719339347496448 82.567075251103091 0.082062862751229204 0.11108394316397607 0.12402535020373762 0.44124948359967675 0.13998901305239997 1.466722648765425 0.2057848448928209 0.06944071586338818 0.12215790797307569 0.066151530387287494 0.059051641429675783 1.022035892583516 0.1767358055200674 0.04984294097611297 0.14549155610461639 0.13822224184668563 0.14479545846552355 0.17291007976746187 0.29769284245776262 1.4571982091474636
leaf_count=93 15 20 3 3 1 7 29 5 28 1854 58 53 6 31 43 29 65 20 10 2 26 22 43 52 10 223 7 17 43 82
internal_value=-6.3348e-06 0.0138386 -0.0276524 0.00413466 0.0387343 -0.0185423 -0.000113854 -0.0132927 0.000117816 -0.000180491 0.00819291 -0.00424559 0.00955268 -0.00571566 -0.0422755 0.000167807 -0.000122178 -0.0157872 0.000161274 0.00742757 -0.00265215 0.000125723 -0.0104589 -0.00397231 0.0026987 0.0267548 -0.00638402 -0.0267833 -0.000165159 -0.0171152
internal_weight=92.4238 0.712229 0.398149 0.296966 0.22713 0.120947 91.7116 1.58434 90.1272 88.8332 1.21379 0.898411 0.787327 0.663301 0.222052 88.1613 86.6946 1.35058 1.1448 1.07536 0.953201 85.344 0.88705 0.827998 0.778155 0.428509 0.283018 0.349646 84.322 1.75489
internal_count=2900 127 107 104 101 100 2773 225 2548 2533 196 191 138 132 101 2505 2476 475 410 390 380 2001 378 352 300 240 230 60 1979 125
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 0 2 0 0 0 0 2 0 2 0 1 0 2 2 0 0 1 2 2 0 2 0 0
split_gain=0.0141316 0.276822 0.0835631 0.165687 0.139995 0.143653 0.11533 0.0707693 0.363642 0.295843 0.263644 0.365779 0.367148 0.253504 0.268404 0.248414 0.319488 0.278499 0.4463 0.245681 0.181144 0.103654 0.213507 0.205608 0.115289 0.279607 0.207411 0.103099 0.103832 0.089789
threshold=42.487106141350004 42.448133449100006 42.564639561200003 0.4901499955000001 42.654057868200006 42.674081447500008 42.686561923500008 0.51589772760000019 43.061965423550006 0.52290350590000012 0.50356276755000018 0.49320379630000005 0.48759019190000008 42.898324343550009 0.47997065955000012 43.45354240915001 0.48368312325000012 0.34548366815000003 0.48101853240000009 43.061965423550006 43.32600771660001 0.55754318735000019 0.56793209785000009 0.41640968835000008 43.933728833200007 47.833738492450003 0.53136133645000017 43.902382686800003 0.5339660489000001 0.58859016195000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 11 12 13 14 -8 16 17 18 19 -15 -12 23 -23 24 -11 26 -26 -25 -29 -24
right_child=2 -3 4 -5 5 6 7 8 9 21 20 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 22 29 27 25 -27 -28 28 -30 -31
leaf_value=-0.00012514034222614053 -0.0075959627169549506 -0.062680501994462401 -0.033687034107305371 0.047111445269534973 0.045184992214948982 -0.052708893128927306 -0.0033853340397697823 -0.092702332407101781 -0.11737534598042031 0.021897949701566367 0.092492782762350192 -0.056442763693908229 0.072543288629826883 0.026508946723412766 0.073878130847630563 0.0039111827373544952 -0.09494304830201053 -0.055504652863506899 0.10451455698824555 -0.1169157968370028 0.012739046085858179 -0.10692764273284688 -0.030772706336687619 0.093175016505710112 -0.0026089279037135216 0.024538701332257981 -0.11559991654608476 0.077397858086282106 -0.0029425939639150306 0.0067871223130557823
leaf_weight=63.887244254432943 1.0776436252763262 0.71533214858209149 1.1593549446724889 1.1384239352373695 0.74267526158110087 0.40019010445257919 0.86852760535387641 0.45919232101164098 0.21172558021999055 1.1636973987624522 0.55568998627131694 1.0076205431085998 0.78156244161073196 0.26712825945594365 0.93217996461316943 8.4623310662414024 0.61459746072068799 0.74446880493403 0.40707357600331306 0.21601073339220989 0.58417731057784295 0.2122260442183691 0.87263699994218802 0.38047164119780041 0.28434364190616157 0.66658499868231047 0.37899800346349366 0.26235740310079336 0.41583960230127559 2.3517188551873005
leaf_count=1767 23 22 33 21 11 11 31 48 27 30 11 43 14 16 11 205 9 30 4 39 35 30 71 7 35 33 15 37 25 206
internal_value=-8.40894e-06 -0.000817804 0.00188479 0.020508 0.00026019 0.00188355 0.000515169 0.00143719 -0.00642131 -0.000919054 0.00533545 0.00164651 0.00604943 0.00189599 0.036612 -0.00394004 -0.0334782 -0.0103691 0.027377 -0.037616 0.0516193 0.00260895 -0.00977274 0.0145873 -0.00108848 -0.0212018 -0.0671659 0.0515106 0.0281367 -0.00337804
internal_weight=92.222 64.6026 27.6194 2.21607 25.4034 24.244 23.5014 23.1012 7.65979 7.2006 15.4414 14.3015 13.2939 12.5123 1.80071 10.7116 2.24928 1.63468 0.890213 0.483139 1.13987 6.98887 3.43658 3.55229 2.49362 1.32993 0.663342 1.05867 0.678197 3.22436
internal_count=2900 1789 1111 44 1067 1034 1023 1012 564 516 448 402 359 345 42 303 98 89 59 55 46 489 307 182 113 83 50 69 62 277
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 1 2 2 2 2 0 2 2 0 0 1 1 1 1 0 0 0 1 0 2 1 1 1 1 1
split_gain=0.0146857 0.0668088 0.0928379 0.0655981 0.24007 0.306016 0.05219 0.101848 0.139705 0.0877566 0.0884436 0.0559273 0.188542 0.105061 0.138951 0.158565 0.236467 0.109137 0.0832731 0.0715299 0.0610447 0.059512 0.424363 0.331406 0.305647 0.337639 0.217387 0.177546 0.176377 0.447082
threshold=43.19689381845 43.082598263550004 0.34554354660000003 43.542456167850005 0.48119816770000007 0.35814795965000007 43.022303514600004 42.898324343550009 42.852084787850011 42.718072821900002 0.48368312325000012 42.654057868200006 42.599563320500003 0.57600071855000012 0.56501302355000016 0.43887907550000005 0.45051046375000009 0.45280081435000008 0.47536001915000009 0.56323163980000013 0.58626987215000004 0.53592706805000012 0.39584144190000009 0.51589772760000019 40.878805547300004 0.41808628485000005 0.42829556000000008 0.39458399450000009 0.42274183410000005 0.41985269900000005
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 7 8 9 11 -11 12 13 14 19 -16 -17 -18 20 21 -15 22 27 -24 25 -23 -27 -1 29 -26
right_child=3 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 18 15 16 17 -19 -20 -21 -22 24 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.00098831339744667192 -0.024498658488115388 0.017820053439904907 -0.044670153238999956 9.9852051175196126e-05 0.089664934286557071 0.002652885092289739 0.025457628744783401 -0.037431151270841255 0.041705679492874841 -0.058237787498846005 -0.00056971296700885059 0.018515071135069599 -0.051217148188765771 -0.035871790777282274 0.061335316496630023 -0.057019059657532525 0.065365634701451528 -0.0063472630581533785 0.010520870597293305 -0.026283510652808303 -0.10742473890869253 0.034671834743429594 0.038361954080501193 -0.091978452969122104 0.0046589137718115311 -0.038254786834934898 0.0023829434391996547 0.040373768078896165 0.0075908006780004735 0.092329468519006114
leaf_weight=49.240949095475742 0.88670835528558045 0.34657051247302095 0.75707719829051712 15.294945228372169 0.70842865295708157 0.94116633387966431 0.78078928012189308 0.74050563581007978 0.7885233432032227 0.52678241738862996 0.53710642772011852 1.5634391161399879 0.7284261785698608 0.44381011444100416 0.78410787962275152 0.4225512151733708 0.48933948110789061 0.37472476348432338 0.28389949186959562 1.0526224230829928 0.16303119154656187 1.4856410942037266 0.25208971334018204 0.86252145933030988 1.2589146763930332 2.8196220349996111 2.4690622024336335 1.0601247705344565 2.6795071949018165 1.0812654849141834
leaf_count=921 40 23 32 726 9 39 22 44 22 26 18 33 22 60 24 17 8 40 283 29 74 53 16 82 30 58 83 12 38 16
internal_value=-6.3955e-06 -0.000627213 -0.0250468 0.00256976 0.0174643 0.0400207 -0.000257465 -0.000535908 -0.000153088 -0.000620739 -0.0291239 -0.000184517 -0.000614756 -6.64363e-05 0.000391673 0.0258883 0.00428569 0.0342654 -0.0341816 -0.000429904 -0.0550949 6.32057e-07 -0.00146895 -0.0624996 0.00640723 -0.00745026 -0.0192828 -0.000116583 0.0251086 0.0451665
internal_weight=91.8243 73.993 1.10365 17.8312 2.5363 1.64959 72.8894 72.1086 71.3681 70.5795 1.06389 69.5156 67.9522 67.2238 66.333 2.07072 1.28662 0.864064 0.890741 64.2623 0.606841 63.2097 51.4157 1.11461 11.794 6.77433 5.28868 50.3011 5.01969 2.34018
internal_count=2900 2086 55 814 88 48 2031 2009 1965 1943 44 1899 1866 1844 1427 89 65 48 417 1338 134 1309 1031 98 278 194 141 933 84 46
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 2 2 2 0 1 1 0 2 0 0 0 2 2 2 2 0 0 1 0 0 1 1 2
split_gain=0.0141265 0.14871 0.0848021 0.0644864 0.251255 0.280443 0.110627 0.165745 0.128343 0.0665026 0.0623963 0.162079 0.0923911 0.166486 0.119232 0.239304 0.177593 0.121303 0.112847 0.0965829 0.0607277 0.186483 0.163086 0.159481 0.0743472 0.04915 0.186723 0.0475267 0.0466135 0.0442304
threshold=39.420767558750008 39.268993001500007 39.530201452500002 38.994321257850011 0.52266399210000014 0.52401125715000008 0.45280081435000008 38.703421923500009 37.663157789700008 37.572218886150004 0.50300889195000009 0.36927038110000004 0.37482410710000008 0.51929582950000019 37.186372654950006 0.54017843775000018 0.52975958800000011 0.54422023290000021 34.997818021800008 38.386256906100009 36.372781240150012 35.97706729810001 0.50041914915000019 0.49850303880000008 0.36543816055000006 0.47612346935000005 0.47305469895000007 0.46419268885000003 0.46208197360000008 35.616518500750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -6 7 10 9 28 20 -12 -13 -14 16 -16 -15 -17 -18 -19 21 23 25 24 29 26 -22 -10 -8 -1
right_child=2 -3 -4 4 5 -7 8 -9 27 -11 11 12 13 14 15 17 18 19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014290753107644367 -0.024298511436379327 0.032556254804477207 -0.00012134913892935663 -0.042729263322061041 0.061286111027186688 -0.025971246106489539 -0.1031657267558705 0.028602493814175414 -0.11377802199784433 0.10216526006403891 -0.070876498134923957 0.040487954318492385 -0.064294399766882504 0.056218838822133778 -0.041074975508968339 0.062794494311411472 0.027232514819694444 -0.03815954207898991 -0.10296786093175046 0.035874228749591779 0.022994827901088484 -0.092230302448640764 0.0448293913819926 0.069964955969484655 -0.067532037774747797 0.0089320732174103731 -0.066807708364554533 -0.035908790364944765 0.019342139199856133 0.050052053552394685
leaf_weight=0.445274924421726 1.4803612966898061 1.5095750534674142 72.557499202236102 1.4800300567876541 0.70306716114282586 0.7736365770424527 0.045243098733721676 2.3468343535205358 0.18882375223938652 0.065918186229509956 0.39179296139627684 0.42636131921608456 0.47096432663966004 0.68385350320113536 1.3412167619680988 0.43446585448691599 0.12890126932596502 0.38519192565877347 0.13765966151853348 0.32480068923905492 0.4963038755440724 0.23832144862535631 1.128686564043164 0.28323276838636957 0.2156382211833261 1.9953441314864901 0.43401707871817052 0.13400507803552841 0.099066374769311238 0.14056255078321556
leaf_count=91 24 24 2024 19 4 37 22 33 17 4 8 12 24 42 49 7 54 40 49 8 36 9 6 15 5 30 7 36 157 7
internal_value=-1.51827e-06 0.00255814 -0.000604763 -0.000282928 -0.0136112 0.0155725 0.00275256 0.00466269 -0.0418582 0.0189469 -0.000898535 -0.00928228 -0.00371342 -0.00853694 -0.000894598 -0.0124132 0.0292307 0.0211762 -0.0400067 -0.00429127 0.00646842 -0.0121346 0.012539 0.00546323 -0.017331 8.17919e-05 -0.0189002 -0.0814548 -0.0190658 0.0011473
internal_weight=91.4867 17.4488 74.0379 15.9392 2.95673 1.4767 12.9825 12.4494 0.533056 0.210228 10.1026 4.72521 4.33342 3.90705 3.43609 2.48568 0.950414 1.14446 0.266561 0.709993 5.37738 1.32303 4.05435 1.08471 0.801476 2.92567 0.930321 0.322829 0.144309 0.585837
internal_count=2900 852 2048 828 60 41 768 532 236 183 499 293 285 273 249 104 145 55 103 48 206 127 79 118 103 73 43 53 179 98
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 2 1 2 0 2 2 0 0 0 0 0 2 2 2 0 2 2 0 2 1 0 2 0 0
split_gain=0.0136905 0.315903 0.161755 0.109627 0.179723 0.139187 0.198912 0.326046 0.269522 0.115462 0.171019 0.245961 0.114612 0.10622 0.0879051 0.066352 0.125417 0.0552245 0.296492 0.242235 0.171863 0.106371 0.160063 0.153361 0.194682 0.101671 0.0773108 0.0711014 0.275436 0.170748
threshold=0.44286099220000008 0.55411514625000013 0.55538756325000016 0.55041765215000005 0.55538756325000016 0.55754318735000019 41.093509583400007 0.43625939340000008 40.823855932350007 0.54317236010000014 40.036761086100007 41.134354310300004 0.54095685760000012 0.55240861050000023 0.53978922790000017 0.55671985870000007 0.56055207925000017 41.558544840500012 40.878805547300004 41.590548329450009 0.56276758185000009 41.986601436450009 42.654057868200006 0.57357564145000006 42.508878681700004 0.46613873835000008 0.62143349005000015 47.480720532750006 0.6003263375500002 0.61802041855000012
decision_type=2 2 2 2 2 2 2 2 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 13 -6 8 -8 -7 12 -11 -12 14 -5 -1 -4 -17 18 20 -19 -18 -21 23 -23 -25 -22 -27 28 -24 -29
right_child=1 2 15 4 5 6 7 -9 -10 10 11 -13 -14 -15 -16 16 17 19 -20 21 25 22 27 24 -26 26 -28 29 -30 -31
leaf_value=-0.00026431023079528091 -0.11291016962944578 0.084958634720465109 -0.047239036177270939 -0.11149370292367725 0.052772873251189914 -0.023910375350675056 -0.10947168914370771 -0.0098857983722069574 0.070751949661616825 0.042608751901932529 -0.02924726722468678 0.028038535683174659 -0.024441007152409683 -0.032143215282144373 0.030751959178305446 0.052297587783666943 -0.051464214122166119 0.10937824281586613 -0.11568628576794955 -0.062485524608270129 0.025926903439884824 0.10349598024194928 -0.068937518497983324 -0.041838962417362423 0.076507145911666172 -0.10343626887552773 0.011409943923801605 0.037784704890511889 0.021097461307741157 -0.028616946500672792
leaf_weight=71.754038861405846 0.22486845381239717 0.2593720679724355 0.23871489986777295 0.26884271639968815 0.35257372364374395 0.6956312588602318 0.44424387951221422 1.2647171295830046 0.52988028898835182 1.5693930258289572 1.3776766908122229 1.6437556882083297 1.9491856575141344 0.45286737293304213 0.92555253708269347 0.54909344090265211 0.47346955275861624 0.2295916120201581 0.23693402312386513 0.22848041702241051 1.5157344428375905 0.2998687028884891 0.62451085059365163 0.29045389769692065 0.26657325671294529 0.11484604930312858 0.11971394087843645 0.96160145921203344 0.7452527953387289 0.64836288196602254
leaf_count=1704 16 6 4 22 25 63 49 33 5 38 19 39 34 37 23 14 8 3 39 33 101 5 34 33 11 114 147 75 78 88
internal_value=-2.45963e-07 0.00394365 0.00731135 -0.000380638 -0.0165144 -0.00659293 -0.0137257 -0.0357731 0.0170192 0.000435779 0.0158283 0.00191804 -0.000511101 -0.0617019 0.000130673 0.00464146 0.00633695 0.00260116 -0.0093436 0.00944506 0.00198683 0.00380097 0.00774849 0.0458372 0.0147972 0.0164458 -0.0448214 -0.00320486 -0.0199518 0.0110435
internal_weight=91.2558 8.02744 7.80257 83.2284 4.00876 3.28705 2.93447 1.70896 1.22551 79.2196 4.59083 3.02143 74.6288 0.72171 72.6796 7.5432 7.30449 6.75539 2.4607 4.2947 2.22376 4.0651 3.83662 0.856896 0.557027 1.75029 0.23456 2.97973 1.36976 1.60996
internal_count=2900 809 793 2091 234 175 150 82 68 1857 96 58 1761 59 1727 787 783 769 409 360 370 357 324 49 44 362 261 275 112 163
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 2 2 2 1 2 0 2 2 0 1 2 0 2 2 2 1 1 2 0 0 2 2 0 1
split_gain=0.0146345 0.227875 0.134097 0.173984 0.108635 0.0880089 0.0413404 0.138192 0.166473 0.0379749 0.1271 0.120507 0.109658 0.0558592 0.0988204 0.0379725 0.0640389 0.0428735 0.119021 0.226444 0.205833 0.168736 0.167972 0.0643022 0.052395 0.0529542 0.189576 0.294091 0.160677 0.228949
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.50525433370000017 0.49994012155000006 50.264779514000004 51.307674290650006 52.932444045400004 0.31123319660000009 48.680511450650009 0.39672464895000009 45.027406014450008 44.921040431000009 0.41932876265000008 0.32600820335000008 42.072181850200003 0.47305469895000007 38.175120519550006 42.131954243650007 37.858673296900008 0.34307356065000005 0.33960061075000009 43.673409002000007 0.47512050540000011 0.47727612945000003 42.541806567400009 42.718072821900002 0.4755546241000001 0.34482500525000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 5 6 -5 -8 -9 10 12 -11 13 14 -1 16 -13 18 20 21 22 -20 -17 -21 -19 26 -26 -28 -29 -30
right_child=1 2 3 4 -6 -7 7 8 -10 11 -12 15 -14 -15 -16 17 -18 24 19 23 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.10095030357373476 -0.11510920672207897 -0.1072306190984209 0.093572423139307401 0.028313690426642304 -0.10192443756353486 0.089043203397075846 -0.10399635336418632 0.065258277840147247 -0.10911331840404735 -0.042136126063573587 0.024309580745496537 0.029556583062773346 -0.1092709450129159 0.10171830745061756 0.10067583161839394 0.039034345637558712 -0.0072175103057189847 0.01626883249413786 -0.025429017546443829 0.046893633052492667 0.087105025363682517 -0.1194611608706353 -0.10935846751523262 -0.017880769947761884 -0.027014424885385264 0.00041026972738192704 0.079911606026441734 0.035759532107117013 0.011264873872977277 -0.10896833128584989
leaf_weight=0.067578785486588244 0.17999437937487428 0.096612785942852386 0.22700032033026196 0.22537730632711828 0.10166831163951429 0.11424726212862879 0.14430961001562537 0.19767237489617173 0.075725545212037559 0.67849519582115547 1.7032629773020742 1.1197096901123433 0.14386707657831721 0.047969598323106766 0.037963882088661194 0.15771819692600431 0.82057964940213413 1.9811162905889421 0.43707147466830043 0.30961724061856444 0.27001334519809461 0.33872947844156442 0.14772916517450341 0.3034704472120211 2.7053459578746688 76.734548836739421 0.5005754843878093 0.40680884383618809 0.34024378517642617 0.29629530941110716
leaf_count=116 22 3 3 22 53 6 24 43 43 29 11 32 10 1 2 23 32 37 25 25 6 31 47 21 52 2115 6 6 8 46
internal_value=-1.22307e-06 -0.0102867 0.00566733 0.015711 -0.00486479 0.00816501 -0.00620341 -0.0248274 0.016961 0.000155285 0.0137778 -0.000156016 -0.0465438 0.0122422 -0.028425 0.00017187 0.0140042 -0.000144143 -0.0147459 -0.0305903 0.0234951 -0.0664852 -0.0327356 0.0148311 0.000201579 -0.000191476 -0.011058 0.0169018 -0.0133289 -0.0447011
internal_weight=90.9113 1.36261 1.18261 1.086 0.859 0.757332 0.643085 0.417708 0.273398 89.5487 2.00064 87.5481 0.297379 0.153512 0.105543 86.8696 1.94029 84.9293 1.96435 1.38889 0.575461 0.775801 0.305447 0.613088 82.9649 80.9838 4.24927 1.54392 1.04335 0.636539
internal_count=2900 219 197 194 191 138 132 110 86 2681 140 2541 129 119 118 2512 64 2448 178 102 76 56 70 46 2270 2233 118 66 60 54
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 0 2 0 1 1 2 2 2 2 1 0 1 0 2 1 0 1 0 0 2 0 1 0 1
split_gain=0.0147306 0.0550863 0.207566 0.270376 0.053563 0.0599013 0.0472503 0.149629 0.130453 0.0899785 0.181715 0.0813294 0.171043 0.0936222 0.102564 0.0972886 0.0868577 0.0658916 0.0644084 0.0545238 0.435457 0.230629 0.577224 0.455664 0.348112 0.35161 0.268255 0.556089 0.168102 0.119181
threshold=43.19689381845 43.542456167850005 0.48119816770000007 0.35814795965000007 43.082598263550004 0.50356276755000018 0.56501302355000016 42.487106141350004 0.57600071855000012 0.43887907550000005 0.45051046375000009 42.428475018400007 42.406961525800007 41.811877919650009 41.792045663550006 0.44578006650000007 0.62143349005000015 0.45280081435000008 0.56323163980000013 42.178283198950005 0.42067602765000006 0.49588335680000006 0.3465914194000001 0.50041914915000019 0.53029849405000007 42.541806567400009 0.48101853240000009 0.34545372890000009 0.55820185025000013 0.45051046375000009
decision_type=2 2 2 2 2 2 2 2 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 18 8 9 -8 -11 12 13 14 15 -10 -17 -12 19 28 21 22 26 -23 25 -25 27 -21 -1 -30
right_child=1 -3 3 -5 5 -7 7 -9 11 10 17 -13 -14 -15 -16 16 -18 -19 -20 20 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00022698792567007344 -0.022377002854173531 0.00031823218123217824 0.086952514122562788 0.0035138577555155594 -0.04327204577625636 0.0039264576945406866 0.047448364797750033 0.057508827301981272 0.062657008224814126 -0.054340924182147914 0.055882481608964599 -0.11594130972813724 0.10359760410072066 -0.10502582489498546 0.10227954906896322 -0.10493908032965614 0.0023193468818970692 -0.0025129191002892012 -0.026027403311119697 0.0086594136665625633 -0.068182314531514521 0.083215012204871583 -0.073504254122831611 -0.082135397988877257 0.057167913855525478 0.012463651649253791 0.026955644110717561 -0.082733342306778923 0.053887644055599516 0.0039486147459904686
leaf_weight=54.521847713034418 0.88952233876216569 15.080765242327173 0.65998839028179623 0.94361017770279432 0.61413212548904883 0.47832402070025637 0.615013365833878 0.58075774288590754 0.080629754497216655 0.40167903143992567 0.41235359711572528 0.10075055991728732 0.096823059022426605 0.16059776743225029 0.062941424548625946 0.18261631294844705 0.12871465134250215 0.36362335424007597 1.0011084144543918 2.4517747405471071 1.0489351583307769 0.87582632899284396 1.209851150638144 0.67445521021727495 0.70552198262885202 0.94120727980771335 2.5265510184690356 0.91393921719281923 0.99571057105674643 0.91891984682297334
leaf_count=1130 40 726 9 39 34 21 23 40 23 17 6 6 1 39 1 162 176 40 29 99 33 6 25 22 19 27 26 41 21 19
internal_value=-4.77728e-06 0.00259463 0.0163644 0.0378545 -0.00063 -0.0226065 -0.000296421 0.0116081 0.00137792 0.0164466 0.000256422 -0.0318456 -0.0199512 -0.0393864 -0.0162132 -0.0352409 -0.0605949 0.0285184 -0.000847899 -0.000476023 -0.00680083 -0.000549305 -0.0105893 0.0217545 -0.00143571 -0.0270265 0.0023289 -0.0161577 0.000795747 0.0299196
internal_weight=90.6385 17.5739 2.49312 1.6036 73.0646 1.09246 71.9721 3.1865 2.60574 1.79267 1.17766 0.813074 0.712323 0.6155 0.454902 0.391961 0.311331 0.775977 68.7856 67.7845 11.3481 10.2991 7.10212 3.19701 2.32118 1.61566 5.89226 3.36571 56.4365 1.91463
internal_count=2900 814 88 48 2086 55 2031 534 494 86 63 408 402 401 362 361 338 46 1497 1468 298 265 191 74 68 49 166 140 1170 40
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 2 2 2 0 0 1 1 0 1 1 0 0 1 0 1 1 1 1 1 2 0 1 1 1
split_gain=0.0158287 0.16194 0.151298 0.579246 0.141677 0.329786 0.475367 0.482804 0.358658 0.596924 0.212157 0.198722 0.190527 0.138701 0.127361 0.126744 0.109509 0.252484 0.176355 0.14441 0.106808 1.81059 0.145657 0.184724 0.268283 0.0940741 0.0776254 0.247527 0.226687 0.0778241
threshold=0.34515433670000012 0.34503457980000002 0.48368312325000012 0.48181192180000004 0.48101853240000009 42.178283198950005 40.421032462050007 39.468990633150007 43.279086095950007 0.47760546090000006 0.48181192180000004 0.34545372890000009 0.34560342505000002 0.47961138885000004 0.34548366815000003 0.34632196640000007 0.47760546090000006 0.47943175355000006 0.3447052483500001 0.47648274005000008 0.3453339720000001 0.34542378970000004 0.34554354660000003 0.34581299960000006 0.34587287805000005 41.726652433350004 0.48414718120000005 0.34632196640000007 0.3465914194000001 0.34744468730000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 6 7 14 9 11 -6 -7 -8 15 -2 -10 18 -18 19 -1 -12 -22 -23 -24 -25 -20 -26 -28 -29 -30
right_child=4 -3 -4 -5 10 8 12 -9 13 -11 20 -13 -14 -15 -16 -17 17 -19 25 -21 21 22 23 24 26 -27 27 28 29 -31
leaf_value=0.0013097693849590669 0.10375112388090235 -0.0288390799993282 -0.026586248103307841 0.079909804144671068 -0.029173475473068824 0.062984008677052394 0.022856976447127888 -0.053223725047592187 -0.035052012844762281 -0.11388741807781265 0.028457706101555597 -0.036134539468635651 0.06031579375071499 0.038653461605866142 0.010419809902823136 0.017436094707579061 -0.040099217066930676 0.008422480527215016 0.052221302204207579 -0.048773827037207881 -0.25636161674682106 0.036132040674127446 -0.035644111127220317 0.058347804200157651 0.021258970062069681 0.011411468471421465 -0.062246869269519715 0.060926720421332931 -0.022484198000731183 7.3004576297465962e-06
leaf_weight=8.1070323788370651 0.28478515610846766 2.0878956257036796 1.8427267035294779 0.93850652687251646 2.6147332570399149 0.37681795209897451 3.3814942356548272 1.3248240067314325 0.85166657915942812 0.75034007935755653 1.2860488239675749 0.43667657364767365 2.2689306479005609 1.060414634644985 0.30048000725273027 1.0005029266612835 2.0370065860788609 2.2646906035497523 0.98558432367447268 0.61972213483613892 0.27559843985363741 1.1299115407746274 1.4269651663489629 0.79838267527520557 1.6496282379084721 1.3232312188483772 0.64682641346007486 0.60357966367155214 1.591599529609083 46.050962371689863
leaf_count=355 6 39 16 11 30 21 42 31 31 46 11 32 32 7 41 27 32 19 17 8 5 10 16 7 16 31 7 7 16 1931
internal_value=-1.36993e-06 -0.00246732 0.00057164 0.00364643 0.000709331 0.0105832 0.0233197 -0.0198076 -0.0109281 -0.0495576 -0.00133722 0.00977806 0.0378986 0.00981291 0.0558341 -0.00669904 -0.00102022 -0.0145543 0.00425539 -0.00224687 -2.48275e-05 -0.000700988 0.000606294 -0.000154413 0.000831983 0.0288323 -7.65501e-05 -0.000796402 2.74526e-05 -0.000744075
internal_weight=90.3176 20.2064 18.1185 16.2758 70.1112 12.0369 7.56051 1.91009 4.47642 1.56383 58.0742 0.813495 5.65042 2.91258 0.585265 1.85217 15.3373 4.3017 11.0356 8.72675 55.4595 54.1735 53.8979 52.7679 51.341 2.30882 50.5426 48.893 48.2461 47.6426
internal_count=2900 528 489 473 2372 316 152 78 164 99 2056 53 74 65 47 58 462 51 411 363 2026 2015 2010 2000 1984 48 1977 1961 1954 1947
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 1 1 2 0 2 2 1 0 0 1 2 1 2 1 2 2 1 0 0 2 1 2 0 1
split_gain=0.0152785 0.121314 0.138029 0.297461 0.111512 0.350872 1.69756 0.514562 0.408393 0.235557 0.0961671 0.29012 0.0775124 0.371668 0.230996 0.211914 0.371125 0.780109 0.605901 0.295121 0.295041 0.54229 0.342722 0.177818 0.72932 0.183129 0.103186 0.503254 0.189489 0.278156
threshold=41.840895355800008 42.049402686800001 0.41640968835000008 0.3465914194000001 41.322103772800006 0.34587287805000005 0.34608245260000009 0.34988473400000003 41.621607100200002 0.54585192060000021 41.726652433350004 41.495754733000005 0.36000419150000007 0.48607826115000008 0.49678153350000009 0.34512439750000007 40.21994457600001 0.3447052483500001 40.08085804200001 0.34524415440000006 40.380906245900007 39.468990633150007 0.34560342505000002 0.47943175355000006 0.47814436690000012 39.268993001500007 0.37668033890000002 39.685256516350002 0.51484985480000012 0.38042274180000007
decision_type=2 2 2 2 2 2 2 2 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 12 10 -7 -8 9 -9 11 -6 13 15 -14 16 18 -18 23 -17 21 -21 -22 24 25 -1 27 -16 -28 -30
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 -12 -13 14 -15 26 19 17 -19 -20 20 22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0084115834052853524 0.034276437793278845 -0.00018581894797090599 0.057893548518405551 -0.040320216106429531 0.015331252727721172 -0.18163608827086658 0.069732815267632337 0.031680598379797496 -0.094714329245118745 -0.046361649064900638 0.02309813731950662 -0.041043854578204787 -0.073715237375369433 0.053271195870262626 0.0023131491375234462 0.056510178758336693 0.017046071365150055 -0.074953691472761333 0.10147534727691375 0.045945699039503268 -0.0061999462991796477 -0.052641275873639072 0.051434294626091392 0.039817244694568189 -0.12294466391007847 0.050274391806067291 0.038794885173535763 -0.076388167192815951 0.061560485715964453 -0.0028630653848441927
leaf_weight=2.3053006063844768 1.5548292787091211 32.841046840891551 0.74838058368300142 0.81462133157765482 2.597452934671308 0.6509116776287559 0.72788429912179742 0.94961082897498295 0.63791692451525239 0.65250836794552924 1.847553718005656 1.4075194409888352 0.44680995271642387 1.527563438983633 3.849732016547935 1.3260253432503342 1.6943090259710518 2.0211817451399838 0.61801245626156731 0.81434800954055608 2.1496282433145097 1.7720720580546183 1.9840663085924459 0.74773955717682827 0.52214474231004704 0.6911412977206054 1.3018997978579161 1.0298548809369092 0.69465222861618059 19.033283462983665
leaf_count=118 35 1276 29 24 25 6 6 28 40 25 17 29 32 37 66 17 30 23 6 40 24 30 19 9 8 11 23 26 9 832
internal_value=6.80349e-06 0.00160384 0.0204548 0.00862998 -0.00105665 -0.0109099 -0.0353867 -0.00331194 -0.0270473 -0.000104315 0.00422505 -0.00448138 0.00103911 0.00606349 -0.00242538 0.00173134 -0.00918241 -0.0330007 0.00893602 0.0133961 0.00488877 -0.0216006 0.021463 -0.00446907 -0.0138804 0.00512457 -0.00119598 -0.0142971 0.00184389 -0.000594609
internal_weight=89.96 35.9589 3.11783 2.36945 54.0011 9.47136 3.61883 2.96792 2.24004 1.60212 5.85253 4.00497 44.5298 18.1735 26.3562 16.646 8.59983 3.71549 4.88434 8.04614 6.72011 2.58642 4.13369 4.26633 3.51859 2.99644 25.9094 4.87959 21.0298 19.7279
internal_count=2900 1364 88 59 1536 176 105 99 93 53 71 54 1360 372 988 335 205 53 152 130 113 70 43 146 137 129 956 92 864 841
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 2 0 0 2 2 1 2 2 0 1 2 0 2 0 1 2 0 0 0 1 1 1 0 0 1
split_gain=0.014446 0.257495 0.146728 0.358416 0.232702 0.318087 0.103011 0.0874363 0.344907 0.444679 0.497477 0.474702 0.253444 0.185558 0.194849 0.197707 0.308238 0.165109 0.151209 0.117938 0.101637 0.086685 0.185894 0.0840502 0.14155 0.244439 0.0783839 0.078959 0.167088 0.356471
threshold=0.42829556000000008 0.42892428370000008 0.42067602765000006 0.42019700010000005 41.134354310300004 42.178283198950005 0.54279811980000015 0.53905571685000009 39.788107623550012 40.922041107600009 0.41917906650000009 42.072181850200003 38.938637541200009 0.53484925600000011 0.39584144190000009 43.968221017800005 0.51700547890000015 37.858673296900008 0.54384599265000022 0.41640968835000008 49.842240509300005 0.54475913895000005 0.55335169605000012 0.55980359870000018 0.4323972336000001 0.43625939340000008 0.39458399450000009 0.52366695610000014 0.53136133645000017 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=2 -2 3 7 -4 -6 -3 13 12 -10 11 -11 19 14 26 16 -16 -18 -13 -9 -20 -8 -23 -24 -25 -26 27 -1 29 -29
right_child=1 6 4 -5 5 -7 21 8 9 10 -12 18 -14 -15 15 -17 17 -19 20 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00066084379221972237 0.090966478648992447 -0.07563640355384621 -0.052738112512590953 0.065767935106363043 0.060639282484895397 -0.038737303049364916 0.049868518146029002 0.024401443432646108 -0.097653142683195179 -0.1358250739804624 0.073565695491624922 0.026723263168107164 0.062684527484792252 0.032496065463096205 0.041897501342274115 0.0082129787583466504 0.024770316759999841 -0.1070905473279201 -0.10428107780877093 -0.060107347019247054 0.021261164634988904 -0.043789838397535578 0.026715558479184272 0.057411389571499064 -0.082526595704159905 0.00132669355097942 0.02666956582389304 0.029161308303099067 0.020996885148018091 -0.073587585077767512
leaf_weight=63.007922234571865 0.32546424949032982 0.17371137662610081 1.3478045378875543 0.82769732596352596 0.59210454160347559 0.70629881988134002 0.3655465817428184 0.30635814648476756 0.81585193247519816 0.38060265271633376 0.52209486905485381 0.59240425889947801 0.78827212929172674 1.7585344355320547 0.22846664166445296 0.68679612288906344 0.10962321743863868 0.70990249702299479 0.18992709005397046 0.35825178163212001 0.097639108132170804 0.87823385042429336 1.4213546315661449 0.41730142340020293 0.36305816839740046 8.1863402253939821 1.1218265753304866 0.51862723055819449 0.71865569055080403 0.96762250252368176
leaf_count=1317 11 67 37 11 8 34 7 24 15 14 6 14 12 35 13 49 25 69 39 18 20 24 58 12 19 827 14 20 11 70
internal_value=1.20812e-05 0.0032205 -0.000491083 0.000328605 -0.0236323 0.00658092 0.000801453 -0.000404535 -0.0146868 -0.0365041 -0.0085187 -0.0425158 0.024334 0.000424117 -0.000404443 -0.0334886 -0.0608175 -0.0894523 -0.00215792 -0.0211522 -0.061655 0.00194299 0.000387992 0.0041229 0.000541633 -0.00223421 0.000460776 9.91784e-06 -0.0185911 -0.0377333
internal_weight=89.4843 12.131 77.3533 74.7071 2.64621 1.2984 11.8055 73.8794 4.0514 2.59852 1.78267 1.26057 1.45288 69.828 68.0694 1.73479 1.04799 0.819526 0.87997 0.66461 0.287566 11.6318 11.2663 10.3881 8.9667 8.5494 66.3347 65.2128 2.20491 1.48625
internal_count=2900 1025 1875 1796 79 42 1014 1785 162 108 93 87 54 1623 1588 156 107 94 73 42 59 947 940 916 858 846 1432 1418 101 90
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 0 0 0 1 2 2 2 2 0 2 2 2 2 2 2 1 2 1 2 0 0 1 1 0
split_gain=0.0138793 0.20208 0.119096 0.153702 0.0754265 0.046035 0.0890354 0.0730682 0.0788173 0.0303172 0.108379 0.0985102 0.0849333 0.186054 0.092849 0.0674717 0.0562642 0.0725074 0.158583 0.0696437 0.115192 0.0562477 0.0766829 0.0508827 0.0501547 0.0897 0.0278756 0.130869 0.325428 0.160156
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.55671985870000007 0.5810754169000002 0.61532588845000014 0.6166282446500001 0.66697104880000013 0.31123319660000009 48.680511450650009 45.027406014450008 48.461603274950008 47.833738492450003 0.49967066855000003 45.673096293200011 45.027406014450008 44.527357125550004 44.758188263300006 44.086690780350004 44.215931556700006 0.41808628485000005 47.001379125850008 0.45877368940000007 44.921040431000009 0.41932876265000008 0.57600071855000012 0.45772581660000006 0.45877368940000007 0.58388970390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 -5 -6 -7 -8 -9 10 11 24 13 15 -14 16 17 19 -19 26 -21 22 -17 -23 25 -1 -11 -28 -29 -30
right_child=1 2 3 4 5 6 7 8 -10 12 -12 -13 14 -15 -16 21 -18 18 -20 20 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.10086282508561202 -0.11356428388159504 -0.1065157640196764 0.090950496613290188 -0.1023439812686904 0.029518895895573008 -0.10260719711557741 0.07527132918900617 -0.10241356056487297 0.033693781289008601 3.9234959284296201e-05 0.021875086134880067 -0.10836989545607008 -0.04090276905235192 0.041527890097268948 -2.0626632422091331e-05 -0.10730173618458708 0.02633930739635526 -0.084551700242717992 0.0080222785021489811 0.052880162897218266 -0.0025415141428201671 0.019420935069027701 -0.017463492690962937 -0.033697791459968471 0.10154885680413957 0.10061520017726443 -0.068233241357806132 0.10080819480954178 -0.11096171904773684 -0.0018677396329349603
leaf_weight=0.061153532949190459 0.16513038087714349 0.088148886337876209 0.20970662683248498 0.072607898924047731 0.36813141745733446 0.097210834230281762 0.10308611206710339 0.081515801073692273 0.088996195103391074 77.006870102289909 1.6880819573998449 0.13145720615284517 1.0558975836465827 1.0850472817546677 1.172317735472461 0.16389413906108419 0.81408545281737943 0.31886341512472327 0.44092812420421978 0.65909736778848926 0.87013891494189011 0.34816530352691188 0.22606324587104609 0.37409691890661634 0.043383561074733734 0.034599259495735168 0.33766074170443416 0.25452927306309903 0.18566543338211794 0.48895870865905433
leaf_count=116 22 3 3 58 35 41 3 21 33 1715 11 10 14 32 41 51 38 29 19 18 27 10 31 38 1 2 62 6 41 369
internal_value=5.11633e-06 -0.0103553 0.00500694 0.0146329 -0.00508775 0.0044686 -0.0204008 0.00880753 -0.0313744 0.000155579 0.0124572 -0.0462959 -0.00012524 0.000388487 -0.0193937 -0.000152654 0.000181701 -8.26211e-05 -0.0308285 0.000210105 0.0213451 -0.0246161 -0.0552214 -0.008092 0.0123522 -0.0280609 -0.00020281 -0.0149162 0.00445958 -0.0318918
internal_weight=89.0355 1.27453 1.1094 1.02125 0.811548 0.73894 0.370809 0.273598 0.170512 87.761 1.95868 0.270594 85.8023 83.5741 2.22822 82.489 81.3768 80.5627 0.759792 79.8029 1.52924 1.11222 0.389957 0.722262 0.139136 0.0957528 78.2737 1.26681 0.929153 0.674624
internal_count=2900 219 197 194 191 133 98 57 54 2681 140 129 2541 2486 55 2454 2324 2286 48 2238 45 130 82 48 119 118 2193 478 416 410
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 1 0 0 0 0 1 1 0 2 2 2 2 1 0 2 0 0 2 0 2 1 2 0 2
split_gain=0.0123424 0.226028 0.123791 0.186828 0.271194 0.136189 0.0929969 0.221808 0.103898 0.170165 0.101395 0.123689 0.208119 0.0810032 0.385397 0.368092 0.383589 0.452417 0.161855 0.628092 0.267147 0.149001 0.111392 0.0915516 0.245472 0.222688 0.0805908 0.182216 0.52706 0.170099
threshold=0.42829556000000008 0.42922367590000005 0.42067602765000006 41.134354310300004 42.178283198950005 0.41985269900000005 0.43166372265000008 0.54679500610000009 0.54475913895000005 0.55335169605000012 0.55980359870000018 0.4323972336000001 0.43625939340000008 0.53905571685000009 39.788107623550012 41.028010303750008 41.261521012900012 42.072181850200003 0.39971857130000005 0.53592706805000012 43.968221017800005 0.52803808270000008 0.54095685760000012 43.633733172900008 0.5317655160000001 40.496232821400007 0.39024280710000009 39.468990633150007 0.52428071015000011 38.828362408050005
decision_type=2 2 2 2 2 2 2 2 2 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 13 7 -3 -8 -10 -11 -12 -13 18 22 -16 -17 -18 21 20 -20 26 -15 24 25 -23 -1 29 -29 -28
right_child=1 6 3 4 -6 -7 8 -9 9 10 11 12 -14 14 15 16 17 -19 19 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00040154903626539711 0.083487065279000655 -0.10987595290043771 -0.048086765913988916 0.056674348837082104 -0.035995855088987491 0.029913141595086068 0.057158224220129464 0.020483187086084029 -0.047451339856307201 0.029719693467493858 0.065744571426670229 -0.07769995834886384 0.0012981876783426595 0.065703813597765268 -0.12093171177121112 0.081666873134599041 -0.13244288662532899 -0.002593707883761444 -0.10571006487839532 0.08822782699774781 0.0081138568650496387 0.024128068605703851 0.0032301174028638358 -0.00020485942293781476 -0.10326258853110132 -0.0638020922602347 0.025506229317124721 0.079249421023431382 -0.026938111952508722 -0.03059063093834646
leaf_weight=60.934028158528633 0.3389350344932528 0.24531052353699934 1.3313840582327423 0.57126074004918315 0.70614489096260513 1.5200644735014055 0.33824421536610216 0.27894899936745787 0.68251705029979248 1.3434282134476223 0.27880073245614667 0.34779398530406425 8.1064834618849257 0.49472111315117151 0.46152827469450164 0.30326578632229928 0.39313325381954178 0.84519041583143917 0.29893941182126471 0.9229918890632689 0.66464404644284514 0.64825475917314113 0.67455330728472518 1.0020330723200457 0.4308957966568413 0.51829646062105894 0.97049149402209822 1.1567206432677606 0.78439735023857782 1.2200941569171844
leaf_count=1302 24 21 37 8 34 22 49 24 18 38 5 19 827 11 12 3 13 73 33 13 43 22 39 24 27 28 48 27 45 11
internal_value=1.59587e-06 0.00298984 -0.000463458 -0.0218739 0.00544662 0.000288861 0.000642187 -0.0405142 0.00258651 0.000870871 0.0041439 0.000209524 -0.00195166 -0.000330339 -0.0159572 -0.0425869 -0.0191316 -0.0438172 0.000382433 0.0292729 -0.0271986 -0.000423062 0.0296628 -0.0239001 -0.0387635 -0.0149391 0.000514885 0.0140304 0.0363395 -0.00573813
internal_weight=88.8135 11.9605 76.853 2.60879 1.27741 74.2442 11.6215 0.52426 11.0973 10.759 10.0765 8.73308 8.45428 72.7242 3.17239 2.00312 1.54159 1.23832 69.5518 1.88658 0.963583 67.6652 1.16927 2.59948 1.59745 1.16655 65.0657 4.1317 1.94112 2.19059
internal_count=2900 1025 1875 79 42 1796 1001 45 956 907 889 851 846 1774 151 101 89 86 1623 89 76 1534 50 101 77 50 1433 131 72 59
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 1 0 0 0 1 1 1 1 0 2 1 1 2 2 2 2 2 0 1 2 2 0 1 1
split_gain=0.0126074 0.19764 0.315604 0.260424 0.162072 0.296797 0.326663 0.134365 0.099659 0.213608 0.411106 0.322167 0.127756 0.116213 0.148706 0.674509 0.237665 0.163209 0.0695365 0.176762 0.172913 0.173719 0.364721 0.216707 0.130827 0.0922193 0.385795 0.170695 0.15015 0.489027
threshold=0.48101853240000009 0.3447052483500001 0.34494476210000008 0.34503457980000002 0.34542378970000004 0.34554354660000003 0.34569324270000007 0.48077901860000011 0.48181192180000004 0.48218616210000004 0.34581299960000006 0.3459626957000001 0.34744468730000005 0.34829795515000012 0.49588335680000006 40.823855932350007 0.35675578575000005 0.36106703390000006 40.380906245900007 39.852039223600009 40.580626202750004 40.922041107600009 41.169697216150006 0.47943175355000006 0.34566330350000002 41.289992964000007 41.348489042950007 0.47739588635000008 0.34521421515000011 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=7 -2 -3 -4 -5 -6 -7 18 -8 -10 -11 -12 -13 -14 15 -15 -16 -18 19 -1 -20 -22 -23 25 -25 -24 -27 -28 -29 -30
right_child=1 2 3 4 5 6 8 -9 9 10 11 12 13 14 16 -17 17 -19 20 -21 21 22 23 24 -26 26 27 28 29 -31
leaf_value=0.00052982509537308426 0.038904251818059343 -0.049044290875608271 0.060763953277598294 -0.02764990734421037 0.046117058007082212 -0.064658676172971982 -0.022594009558595394 0.033571499368389539 0.0531750968547876 -0.085837973166452211 0.044205861448543757 -0.021429839253736468 0.030433734139846881 0.032693088226704498 0.038322134256909807 -0.086877068286630083 -0.048284717931015374 0.00015566010725497813 0.042558221213892529 -0.038032595589530725 -0.038844368291268583 0.060709537046755725 0.040232610393267171 -0.04779726852265568 -0.0037105079388715639 -0.09569313246273084 -0.001561278724841512 -0.0046076405255111438 0.09218620447944692 0.0024650424403863851
leaf_weight=4.9482280721120437 1.2276890984376212 1.3715041577815998 0.68543604016303916 2.2335458975285283 1.3511985484510649 0.80250231502577563 1.9445024652522978 1.2674122937023629 0.75762218724412278 0.55594196170568366 1.6409266404807556 2.8393068606965235 1.2557963598519553 0.93132649970698256 1.6240902722929593 0.95613152784937938 0.70796653139404853 39.659711017000184 1.0553161750631286 1.5644873240926243 1.0360797458433832 1.0412780740043697 0.6931380515598019 1.3787598550552496 1.3151462944224475 0.38607321307063003 9.3311422990030888 1.2668574571061975 0.99679060295238775 1.5554929500794967
leaf_count=200 14 14 4 28 12 11 18 12 5 8 12 36 11 20 33 27 13 1829 15 30 21 17 14 27 14 4 376 27 13 35
internal_value=-7.30582e-09 -0.000809843 -0.0016318 -0.000509612 -0.00124309 -0.000171234 -0.00133646 0.00176143 -0.00037537 0.000472956 -0.000322886 0.000635316 -0.000854982 0.000439319 -0.000419102 -0.0278777 0.000815114 -0.000693885 0.000243991 -0.00873366 0.00315926 0.000971013 0.00326729 -0.000267066 -0.0262744 0.00465661 0.00283491 0.00572755 0.023536 0.0375055
internal_weight=88.3814 60.5452 59.3175 57.946 57.2606 55.027 53.6758 27.8362 52.8733 50.9288 50.1712 49.6153 47.9743 45.135 43.8792 1.88746 41.9918 40.3677 26.5688 6.51272 20.0561 19.0008 17.9647 16.9234 2.69391 14.2295 13.5364 13.1503 3.81914 2.55228
internal_count=2900 2095 2081 2067 2063 2035 2023 805 2012 1994 1989 1981 1969 1933 1922 47 1875 1842 793 230 563 548 527 510 41 469 455 451 75 48
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 0 2 2 0 2 2 2 1 1 2 1 1 1 0 0 2 2 1 1 1 1 0 0
split_gain=0.0155125 0.136394 0.272115 0.107329 0.106073 0.088925 0.130919 0.123337 0.108072 0.0606701 0.144397 0.112783 0.0921511 0.081875 0.0569377 0.220173 0.120472 0.594555 0.393078 0.179914 0.161124 0.321738 0.257832 0.306432 0.483982 0.2084 0.319406 0.160333 0.209954 0.123071
threshold=42.487106141350004 42.297164883650005 0.39513787010000007 42.233786329550007 0.4901499955000001 42.564639561200003 42.654057868200006 0.4901499955000001 42.674081447500008 42.852084787850011 0.47739588635000008 42.898324343550009 42.737166331000005 43.022303514600004 0.34527409360000011 0.34479506600000004 43.124157941850008 0.34548366815000003 0.34560342505000002 0.34632196640000007 0.49678153350000009 0.47778509625000004 43.147345722250009 43.19689381845 0.34829795515000012 0.35675578575000005 0.36106703390000006 0.38398550940000004 0.52290350590000012 0.52682554415000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 7 -7 -2 -8 10 -10 -11 -12 -13 15 -15 -16 -18 -19 -20 21 -21 -22 -24 -25 -26 -27 -28 -29 -30
right_child=5 2 -4 -5 -6 6 8 -9 9 11 12 13 -14 14 16 -17 17 18 19 20 22 -23 23 24 25 26 27 28 29 -31
leaf_value=-0.00030742759037384354 -0.0020200212641194003 -0.023653505113819927 0.020983395157131567 0.036963659181027432 -0.071169966409510316 -0.0341727950403709 0.040530196621493986 0.04657823198370907 0.018061856954693496 0.039576441547970818 -0.069340367063698269 -0.03266646035934298 -0.011244599553906727 -0.0020942747961410512 -0.041150500243032018 0.039485801065703548 -0.13666923814176665 0.094474848480047932 -0.031665738566402778 -0.021987506649756298 0.10618124757143882 0.067209541306412116 -0.11161865391311897 -0.17836085674884503 0.088667786948373267 -0.1186519810821955 0.047104713378740677 -0.11240246713694642 0.080637114297326493 -0.00073856310259182937
leaf_weight=58.152508070542524 1.0636950398788969 1.1043516110764806 0.97537365677828791 0.78303381894602253 0.81763676134869445 1.0515034520440192 0.70243727741126605 1.0258693685100295 0.71521282699416389 0.77838598871631148 0.53580144918782913 0.7061926525779566 0.55672208449141181 4.4266771502626652 0.73325937944468833 1.7878055307373868 0.30757852470719527 0.4630378582510265 1.5097389929514964 0.65290574684058711 0.22054610057966595 1.0624241180657916 0.2534543980291345 0.14894258975982655 0.27785253425827239 0.21849296148866404 0.77235681298043335 0.16526882106785468 0.19191081365966045 5.886878107463474
leaf_count=1690 23 37 28 22 12 33 11 21 19 22 26 44 21 156 30 30 10 6 32 26 3 29 10 1 7 4 53 39 34 421
internal_value=1.06695e-05 -0.000853594 -0.022036 0.000187766 -0.0438676 0.0020492 0.00033513 0.0218392 0.0019077 0.000694994 -0.016869 0.00223903 -0.0397362 0.000770116 0.00200773 0.00986764 -0.00178912 0.000590002 0.00416059 0.000479601 0.0054061 0.0332585 -0.000466295 -0.0034379 0.000140797 0.00367964 0.000415721 0.00412352 -0.00119303 0.00183051
internal_weight=88.0479 61.8329 2.89736 58.9355 1.92199 26.215 24.1254 2.08956 23.0739 22.3714 1.80774 20.5637 1.09252 19.7853 19.0791 6.21448 12.8646 12.1314 11.8238 11.3608 9.85103 1.71533 8.1357 7.91516 7.6617 7.51276 7.23491 7.01641 6.24406 6.07879
internal_count=2900 1789 77 1712 49 1111 1067 44 1034 1023 66 957 47 935 891 186 705 675 665 659 627 55 572 569 559 558 551 547 494 455
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 1 2 2 0 0 1 2 2 1 1 2 2 1 0 0 1 0 1 1 1 1 1 1 1
split_gain=0.0141512 0.109832 0.104687 0.110539 0.10024 0.0627555 0.142754 0.0756602 0.166762 0.309986 0.565434 0.52095 0.405364 0.0840605 0.109742 0.322861 0.204278 0.0840304 0.242632 0.339436 0.610152 0.206163 0.498855 0.19682 0.223363 0.490163 0.310106 0.360518 0.504978 0.282927
threshold=41.840895355800008 42.049402686800001 0.34988473400000003 41.986601436450009 41.792045663550006 0.32600820335000008 0.32144247180000002 41.322103772800006 41.678468725050003 0.49128768600000011 0.48077901860000011 0.39513787010000007 41.558544840500012 41.134354310300004 0.3447651268000001 0.34491482290000003 40.21994457600001 40.742467179200005 0.34560342505000002 0.5089817670000002 0.54475913895000005 0.4323972336000001 0.56859076075000015 0.34521421515000011 0.3453938505000001 0.34554354660000003 0.34632196640000007 0.35585760905000008 0.35759408400000009 0.36000419150000007
decision_type=2 2 2 2 2 2 2 2 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 6 -1 13 9 10 -9 -11 -13 14 16 -16 -7 23 -19 -20 -21 -22 -23 -17 -25 -26 -27 -28 -29 -30
right_child=1 -3 3 -5 -6 7 -8 8 -10 11 -12 12 -14 -15 15 17 -18 18 19 20 21 22 -24 24 25 26 27 28 29 -31
leaf_value=-0.0045269363755791169 0.004106135755374973 -0.00015165159886965814 0.0110522539970399 0.070407511754848412 -0.027801137381143898 -0.0020420245688196914 0.068589294448196239 0.0054668565471817851 0.018225166926987207 0.087829526845994196 -0.065866668701360667 -0.094916617191972655 0.037034844673518211 0.013899106810355118 0.054521766945052931 0.034592632158076231 -0.050172351099871837 -0.05372854155668038 0.044222189012659494 -0.1084629212909539 0.043509864019956511 -0.11367453046905969 0.050588898036139175 -0.044296550371492188 0.073450765827843434 -0.05565720666933615 0.057281036021599278 -0.1206105681591066 0.078296979767755348 -0.0015370698757581048
leaf_weight=0.71199660353023009 1.7700356583234218 32.025032779463203 0.60474854584617765 0.65206715633848944 1.3618441177745797 3.1183221460301871 0.42727802745503141 2.1606980201177057 1.6486443500877497 0.66411054020863935 2.2877515465952456 0.45970808640322502 0.47171955466478721 4.3997908737247817 1.0996562619370411 1.6844632201178971 1.2295283570838362 1.1147627234458912 1.1469940535025673 0.60391332983272183 0.84256710734916829 0.35789578504045494 0.38244300226230621 1.1232819978366517 0.90722770616412418 1.0100513012148464 1.0830205849734422 0.35207265230170648 0.45323103652865171 21.593468640437649
leaf_count=56 37 1276 34 17 22 86 16 25 32 18 21 26 21 62 14 24 18 15 14 14 8 9 35 20 9 17 36 15 17 886
internal_value=1.21776e-05 0.00156926 0.0197771 0.0418472 -0.00102354 -0.000313166 0.0228949 -0.000839914 -0.00996576 -0.0176555 -0.0312186 0.0201591 -0.0280901 0.000811787 -0.000699423 0.00122666 -0.0156528 -0.00056803 -0.0133415 0.000163206 -0.0229459 0.00968075 -0.0288196 0.0014465 -0.000658643 0.00127126 -0.00140242 0.000931309 -0.0017933 0.00010414
internal_weight=87.7483 35.0519 3.02685 1.25682 52.6964 51.3346 1.13927 50.1953 7.69263 6.04399 4.44845 1.59554 0.931428 42.5027 38.1029 33.755 4.34785 32.6554 4.44858 3.33381 2.18682 1.58291 0.740339 28.2068 26.5224 25.3991 24.4918 23.4818 22.3988 22.0467
internal_count=2900 1364 88 51 1536 1514 72 1442 143 111 46 65 47 1299 1237 1133 104 1119 95 80 66 52 44 1024 1000 980 971 954 918 903
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 0 2 1 2 0 0 2 2 0 1 0 0 1 1 1 1 2 2 2 2 2 1 1
split_gain=0.0128688 0.109774 0.218706 0.0909855 0.0882677 0.0727649 0.106163 0.102797 0.0887519 0.0535101 0.34194 0.574529 0.283128 0.326285 0.363547 0.31631 0.338052 0.18231 0.180128 0.319922 0.160269 0.221567 0.244758 0.340246 0.167903 0.319259 0.162168 0.413706 0.34833 0.303458
threshold=42.487106141350004 42.297164883650005 0.39513787010000007 42.428475018400007 42.233786329550007 42.564639561200003 42.654057868200006 0.4901499955000001 42.674081447500008 0.34515433670000012 41.590548329450009 0.47760546090000006 0.48101853240000009 40.421032462050007 39.56957118270001 0.48414718120000005 0.34587287805000005 0.48140774230000011 0.47760546090000006 0.3453938505000001 0.34632196640000007 0.34692075085000007 0.34988473400000003 41.986601436450009 41.621607100200002 41.840895355800008 41.348489042950007 41.21013581150001 0.39658992245000008 0.35675578575000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 7 -7 -2 -8 10 17 -12 13 14 -11 -14 -17 -1 -15 -20 -18 -22 -23 24 26 -26 27 29 -28 -24
right_child=5 2 -4 -5 -6 6 8 -9 -10 12 11 -13 15 18 -16 16 20 -19 19 -21 21 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0071220697185108628 -0.0018013669641800648 -0.057411139567456949 0.019011149840239598 -0.013396675886078915 0.033739089691576483 -0.030742353154387794 0.036978349232893844 0.042769880168080893 0.00065223538062401639 0.021976705274612606 0.0041505525543615897 -0.1224845215364844 -0.025220921449789026 0.004151420420835889 -0.069417404299931221 0.060720159154830144 -0.051692167681901102 0.02371841605513015 0.075787184504938793 0.017237610444685053 0.061300260245771468 -0.057282386645172594 0.082433359561183514 0.054949010500507281 -0.089615898336639133 0.014654252220091164 0.10181703632438051 -0.060319185166553796 -0.0070396338535303922 -6.5092682194751664e-05
leaf_weight=8.3223393660431437 1.0645238627626015 1.1331484072507003 0.96998046717430941 0.802108940151811 0.77298906967439407 1.0514427227985859 0.69368699237020592 1.006899884836457 22.097447322752316 1.0014397743942982 0.81260084212544714 0.64077321341028437 5.1310339678457231 1.6504731923778306 0.76979723907243158 0.93542184866964717 0.59471885766833921 2.4903246127068988 1.706643065903336 2.0593787648249418 0.59214988118037837 0.73973256163299339 0.45389120583424158 1.123099427798478 0.59524060147640401 0.5795488629933061 0.48550270032137521 1.1342784095750733 0.74506604718794733 25.224520467047519
leaf_count=215 23 27 28 22 22 33 11 21 1023 52 43 16 49 36 26 13 5 19 15 27 8 6 15 46 37 30 13 26 33 960
internal_value=1.75186e-05 -0.000770455 -0.0197438 -0.0391684 0.000170823 0.00188654 0.000324642 0.0198643 0.00175788 -0.000278196 -0.00614035 -0.0516812 0.00130138 0.0195143 -0.0177441 -0.00211357 0.00145732 -1.90264e-05 0.031698 0.0437704 -0.000260676 0.000705044 -0.00044941 0.000936207 -0.00113997 -0.0381772 0.000411598 -0.00121752 0.0359082 0.00139315
internal_weight=87.3802 61.4662 2.90524 1.93526 58.561 25.914 23.8426 2.07142 22.7911 57.788 12.266 1.45337 45.5219 7.18773 1.77124 38.3342 33.2032 10.8127 5.4165 3.76602 32.2677 31.673 31.0809 30.3411 29.218 1.17479 28.0433 26.8127 1.23057 25.6784
internal_count=2900 1789 77 49 1712 1111 1067 44 1034 1690 293 59 1397 156 78 1241 1192 234 78 42 1179 1174 1166 1160 1114 67 1047 1001 46 975
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 0 0 0 1 0 2 0 1 0 2 2 2 0 2 1 2 2 2 2 2 2 2 2 2
split_gain=0.0124915 0.179573 0.105301 0.138067 0.0699005 0.046669 0.106669 0.0697521 0.0526263 0.0264334 0.0955125 0.0565207 0.247089 0.306751 0.260075 0.0703767 0.0482717 0.0306746 0.0735268 0.14242 0.0965682 0.0456765 0.0379896 0.0625788 0.139148 0.0598509 0.101822 0.0294833 0.0256543 0.0487557
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.39685937550000011 52.932444045400004 0.5810754169000002 0.61532588845000014 0.61532588845000014 0.31123319660000009 0.39672464895000009 48.988717865950008 0.39672464895000009 0.31100865245000009 0.39614083410000006 48.680511450650009 48.852845034800005 45.673096293200011 0.54191491270000014 47.480720532750006 0.37668033890000002 47.673928029900004 45.027406014450008 44.527357125550004 44.758188263300006 44.086690780350004 44.215931556700006 44.921040431000009 43.933728833200007 43.874475754150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 -5 6 -6 -8 -7 11 -11 12 13 14 15 27 17 22 20 -20 -19 -22 23 25 -25 28 -27 -1 29 -12
right_child=1 2 3 4 5 8 7 -9 -10 10 16 -13 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10087395540817581 -0.11209673474651427 -0.10584227458802141 0.088377032533640112 -0.1023223170048449 0.0580735452682292 -0.10848331299039037 -0.10240852405942834 0.0050903406854175305 0.018110428256309246 -0.037918111619891087 -0.00019415006925636828 0.029477745990364429 -0.097785861551037578 0.083915816187505377 -0.12473847488830621 0.10341262209024518 0.017731038602693275 -0.0065374156682320734 -0.034449111529305125 0.030636145003310467 -0.030165315145510754 -0.10591222768580805 0.021874960135501026 -0.080203626882489248 0.0073565370322895701 0.050146469282901077 -0.0022927420227063194 0.018338843897844046 -0.014726508525574895 0.023234715748724002
leaf_weight=0.030066971342661786 0.15097239246006111 0.079973654821514861 0.19675163924694061 0.067871611499867868 0.296393272355715 0.070828891874441524 0.086723172367783263 0.19855837610521121 0.061222451942740008 0.66257433148665157 74.362417157117903 0.92975113540887833 0.22204077831702307 0.39236743748188019 0.19026998430490494 0.092173211276531219 1.5415986654988945 0.47008469536376596 0.59590242703870877 0.77146325141802663 0.12949819309687882 0.20664365589618683 0.79974255655542847 0.3091809498961301 0.43947123450197978 0.64232995350903255 0.87424942981033382 0.066918977943714708 1.1877413386973774 0.89896307634626182
leaf_count=93 22 3 3 27 34 43 30 51 6 29 2129 6 28 2 2 1 36 42 40 41 38 14 38 29 19 18 27 8 29 12
internal_value=2.27621e-05 -0.0100698 0.00448456 0.0135031 -0.00534498 0.00387706 0.0160608 -0.0275884 -0.0497911 0.000164985 -0.000100775 0.0117554 -0.00482422 0.0219202 -0.0421894 0.0408445 0.000200282 -0.000130556 -0.011851 0.00227178 -0.0358033 -0.0767308 0.000189834 -3.04887e-05 -0.0288044 0.000245807 0.0199173 -0.0186188 -0.000144431 8.56971e-05
internal_weight=87.0247 1.2093 1.05832 0.978349 0.781598 0.713726 0.581675 0.285282 0.132051 85.8154 83.8919 1.92359 0.993837 0.771797 0.379429 0.189159 83.2293 81.6877 2.17359 1.36737 0.806227 0.336142 79.5141 78.7144 0.748652 77.9657 1.51658 0.0969859 76.4491 75.2614
internal_count=2900 219 197 194 191 164 115 81 49 2681 2541 140 134 106 104 102 2512 2476 175 81 94 52 2301 2263 48 2215 45 101 2170 2141
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 2 0 2 0 1 1 0 2 0 2 2 2 2 2 1 2 2 0 2 1 0 1 0 1 2
split_gain=0.0141079 0.0641182 0.0268008 0.081174 0.10379 0.105065 0.0663709 0.0592865 0.0326352 0.188204 0.199533 0.18213 0.161625 0.107472 0.0813536 0.254003 0.154775 0.193486 0.199945 0.260346 0.13187 0.197396 0.447383 0.303373 0.118244 0.114986 0.0856246 0.0806813 0.0453623 0.373939
threshold=0.49994012155000006 48.315732392000008 0.46208197360000008 0.56323163980000013 0.60665848330000005 44.710446918150005 0.58859016195000013 40.922041107600009 0.54679500610000009 0.42067602765000006 0.40367054880000008 0.54317236010000014 40.036761086100007 0.54095685760000012 40.823855932350007 40.380906245900007 41.43512228960001 41.986601436450009 42.297164883650005 0.44286099220000008 40.166811829450005 38.771633980050005 0.56859076075000015 38.386256906100009 0.44751654140000008 0.56501302355000016 0.45280081435000008 0.53978922790000017 0.39513787010000007 39.945535567850008
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -5 -6 11 10 -10 13 -13 27 15 20 -16 -18 -19 25 21 23 -23 24 -11 -20 -21 28 -1 -30
right_child=1 -3 3 4 5 -7 -8 -9 9 14 -12 12 -14 -15 16 -17 17 18 19 26 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00041900051657494346 -0.072404157541299072 0.0022099689085254672 0.038683289955982095 -0.010444581306380631 0.011653457166150804 0.053970413916012844 -0.078886640812203673 -0.1018524080399672 0.0098596991662993176 -0.090594657107889776 -0.11342654451530113 0.05388070077504073 0.0066406046614874347 -0.02436537316292323 0.03433267004878536 -0.085202873229610163 -0.052109306059789834 0.056342354191246925 -0.074094102829241684 0.040704292159293859 0.052482494084903811 -0.092412629825374293 0.025680068861859043 0.081833816354956207 0.019267115148788653 -0.009992412490101174 -0.0011504433015288884 0.030397679253831907 -0.072653750364208389 0.0036139018026695858
leaf_weight=64.370767293050264 0.14847010376411063 0.51349143569677835 0.71777113272401516 0.77813516085292256 0.11484122745196679 0.47202246291635674 0.17323048127959595 0.076785052726336289 0.22246357729363708 0.20811949921241479 0.32026583231755978 1.1558519723212151 1.9395753622411573 1.8378102481183294 1.3481098772317635 0.44692199921701092 0.71232498978497449 0.62576698418706689 0.59879385547174047 0.82386790694363332 0.36186426260974247 0.68819027346762573 0.60091579626896419 0.44245479887104011 0.1851009341473997 0.52535456237092149 1.2017160951800177 0.86989938448823423 0.78418776175067151 3.5672385047026012
leaf_count=1435 292 78 13 90 42 20 54 19 37 74 51 26 38 34 27 14 22 9 26 39 6 32 23 10 38 20 31 23 74 203
internal_value=1.78845e-05 -0.0145251 0.000129604 0.0107021 -0.00173377 0.0286188 -0.0229069 -0.0338286 -0.000164576 -0.00574605 -0.0628918 0.000532851 0.0242804 -0.000496251 -0.0022094 -0.0157944 0.00461939 -0.00430627 0.00471275 -0.00554466 -0.00331964 -0.0128231 -0.0373638 0.0250332 -0.0388793 -0.0441371 0.0158732 0.000134092 -0.00024899 -0.0101306
internal_weight=86.8323 0.661962 86.1703 2.33279 1.61501 0.663649 0.951366 0.191626 83.8376 9.31223 0.542729 74.5253 3.09543 71.4299 8.7695 2.93357 5.83593 4.48782 3.7755 3.14973 2.48665 2.12478 1.28911 0.835675 0.39322 1.12415 2.02558 69.5921 68.7222 4.35143
internal_count=2900 370 2530 238 225 81 144 61 2292 459 88 1833 64 1769 371 197 174 147 125 116 183 177 55 122 112 46 70 1735 1712 277
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 1 1 0 2 1 1 1 2 2 2 2 1 2 1 2 2 2 2 0 0 0 1 1 1
split_gain=0.0134044 0.145069 0.0903423 0.102872 0.0618709 0.0395976 0.0968081 0.372454 0.0560667 0.0927595 0.046719 0.0595386 0.0898071 0.0330423 0.0577165 0.108176 0.0550677 0.0538154 0.0708338 0.0431887 0.0329144 0.0566076 0.120249 0.0525699 0.0504271 0.0290071 0.0221994 0.308888 0.138364 0.215842
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 48.988717865950008 0.31100865245000009 0.36106703390000006 0.61802041855000012 50.448116877400004 0.48627286610000009 0.45280081435000008 0.39745815990000005 48.852845034800005 48.461603274950008 47.833738492450003 45.673096293200011 0.41808628485000005 47.001379125850008 0.45877368940000007 45.027406014450008 44.527357125550004 44.758188263300006 44.086690780350004 0.47976108500000009 0.37331217625000007 0.48607826115000008 0.34587287805000005 0.34632196640000007 0.34692075085000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 25 13 -7 -8 10 -10 11 12 -9 14 15 16 20 18 -18 -19 21 23 -23 26 -25 -1 -2 -28 -29 -30
right_child=5 -3 -4 -5 -6 6 7 8 9 -11 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.021249522449446515 -0.002107043026304615 0.068712186503651268 -0.11762445619475617 -0.10854010389298269 0.10307605187681274 0.011835802325174394 -0.12264050787097172 0.033030205247074777 -0.10584212291442122 0.030679585685077827 -0.027609825692965162 0.051626345421561803 -0.10108359878722216 0.015872984951970665 -0.024500619125102589 0.03115657387175353 -0.10639460498752668 0.018624179987943645 -0.016981711831821095 -0.030778513595978371 0.02046185212912064 -0.076809370252561182 0.0057768682388933054 0.03492619879869624 -0.0019754684919021954 -0.10092957208225993 0.035235356606944886 -0.047826058811094932 0.056803498958146806 -0.00098316084680459765
leaf_weight=0.064152831502737651 32.768796438727229 0.27271845968152775 0.086677093524485826 0.062532449141144753 0.083626270294189453 0.91499180719256346 0.32947283502414837 0.14080943276258018 0.11543157423147932 0.087490086745674489 0.2176510685676476 0.36146797245601192 0.077362628755253127 1.3338461101520795 0.94986993052589141 1.1199994454364048 0.15054195786069502 0.34742382005788386 0.21533883835945744 0.36065270789185888 0.79115770490898185 0.29667800901745423 0.43453259556554258 0.84414175344863795 0.65973260911778198 0.027874894529304584 2.5318699805065981 0.61517992056906123 0.65709775127470393 39.584999936362628
leaf_count=11 703 20 3 3 1 7 14 30 33 29 38 16 69 22 19 33 52 10 31 38 38 29 19 14 31 89 22 5 8 1463
internal_value=1.19309e-05 0.0149371 -0.0302064 0.00160548 0.0408171 -9.18914e-05 -0.013199 -0.0304262 -5.05186e-05 -0.0469805 0.0118938 0.0267272 -0.0145258 0.000259778 6.81901e-06 0.000292877 -0.000137825 -0.0226299 -0.0537707 -0.00653866 0.00016723 -3.7587e-05 -0.0277313 0.000223158 0.0187379 -0.0157581 -0.000142448 0.00134127 -0.000759096 -3.95847e-05
internal_weight=86.5041 0.597582 0.324864 0.238186 0.175654 85.9065 2.24468 1.32969 1.00021 0.202922 0.797291 0.57964 0.218172 83.6619 82.328 81.3781 80.2581 1.07396 0.365881 0.708077 79.1842 78.393 0.731211 77.6618 1.50387 0.0920277 76.1579 43.3891 40.8573 40.2421
internal_count=2900 127 107 104 101 2773 236 229 215 62 153 115 99 2537 2515 2496 2463 131 83 48 2332 2294 48 2246 45 100 2201 1498 1476 1471
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 1 1 1 1 0 0 1 0 1 1 0 2 1 2 0 2 1 2 2 0 1 1 1 1 0
split_gain=0.0133223 0.0643724 0.0867303 0.0641825 0.0459118 0.0577384 0.0380468 0.0864524 0.0242283 0.313339 0.205474 0.16326 0.159502 0.124219 0.106112 0.186433 0.0994632 0.11277 0.0774749 0.0747027 0.252216 0.0732227 0.0616565 0.0708807 0.0522005 0.23763 0.168355 0.143904 0.0599204 0.0568804
threshold=0.62406814170000013 0.49703601690000004 0.68186581240000022 45.673096293200011 0.49901200560000009 0.52041855035000018 0.52332265500000019 0.59210802070000013 0.45664800455000004 0.56055207925000017 0.56323163980000013 0.45877368940000007 0.6003263375500002 0.46419268885000003 0.45976168375000009 0.60665848330000005 38.938637541200009 0.47777012665000013 49.842240509300005 0.57600071855000012 46.650420857800007 0.44578006650000007 44.710446918150005 37.511241581900002 0.56793209785000009 0.44805544745000009 0.43887907550000005 0.45051046375000009 0.44705248345000009 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 -6 -7 -8 19 -10 -11 -12 13 -13 -14 -16 -15 -18 -19 24 21 -21 23 -17 27 26 -26 28 29 -1
right_child=1 2 -4 -5 5 6 7 -9 9 10 11 12 14 16 15 22 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00044718596996204678 -0.0059767718994333226 0.072748687899639133 -0.10234316291597229 -0.1049693660760205 -0.03396044288879857 0.095428389325773216 0.052047749369688381 -0.10856825427411031 -0.11364478121637295 0.070815405805804157 0.061928172082341616 -0.071706808083755388 0.10421428889617257 -0.10533181563939387 -0.10796065843665595 0.088784058246404077 0.062734412233989553 -0.074468261712094877 0.010043840209813006 -0.025273378833065043 0.028359884252548009 -0.1098185582771222 0.060423063833263208 -0.10164410888680585 0.032671911343271465 0.056908151603423933 -0.060450773498793069 -0.04420690431650548 0.028786359135616092 -0.013585525390419457
leaf_weight=75.410934832454316 0.13542411576734004 0.1182670125272125 0.067857958980850341 0.12683892802306218 0.22259272547528397 0.075401293895083654 0.12931720450760764 0.045234136428007332 0.19549559406596495 0.5722963941516358 0.40008231947376804 0.44731276465607528 0.15288348786998529 0.08896129646660178 0.10725484253509876 0.030076073705458839 0.23860589303558299 0.17456666800313769 0.28650211979402229 0.15636297810649935 0.39887445568274416 0.29704692923425569 0.32053307457681512 0.055830345623007815 0.33952211785071884 0.79028691885105218 0.45339273243371281 0.73739837561220056 0.72523462933057103 3.0035970348531569
leaf_count=1860 36 3 129 13 50 6 78 12 13 7 19 24 2 49 39 14 27 43 23 32 25 25 20 61 22 19 28 31 17 173
internal_value=9.13914e-06 -0.011954 0.00472881 -0.0538528 0.0170266 0.00308067 0.0360672 0.0104249 0.000138173 0.00886007 0.0171905 0.00386241 -0.00834823 -0.0296122 0.0310787 0.00931242 -0.00573617 0.00692708 -0.0219535 -0.000187169 -0.0296392 -0.0806623 0.0402595 -0.0349747 0.000120975 0.0181017 -0.0205761 -0.000235411 0.000174301 -9.03242e-05
internal_weight=86.304 0.920933 0.65867 0.262263 0.590812 0.472545 0.249953 0.174551 85.3831 3.0704 2.87491 2.30261 1.90253 1.23595 0.666578 0.513694 0.788636 0.699675 0.461069 82.3127 0.852284 0.45341 0.406439 0.0859064 81.4604 1.5832 0.792915 79.8772 79.1398 78.4145
internal_count=2900 327 278 49 149 146 96 90 2573 341 328 321 302 166 136 134 142 93 66 2232 82 57 95 75 2150 69 50 2081 2050 2033
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 2 2 2 1 2 2 0 2 1 2 1 2 1 2 1 2 2 0 2 1 1 2 1 1
split_gain=0.0131397 0.157682 0.092314 0.125896 0.0937416 0.0771212 0.0360865 0.105747 0.135519 0.0215116 0.0916972 0.0939602 0.0809615 0.0419322 0.0403102 0.0270858 0.123905 0.195921 0.111534 0.0882204 0.0776098 0.0523883 0.0519247 0.37994 0.0908916 0.0237342 0.335041 0.758122 0.216556 0.221832
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.50525433370000017 0.49994012155000006 50.264779514000004 51.307674290650006 52.932444045400004 0.31123319660000009 48.680511450650009 45.027406014450008 0.39672464895000009 48.852845034800005 0.30560462260000004 45.154229826150008 0.41640968835000008 47.001379125850008 0.43967246490000006 47.480720532750006 0.37668033890000002 44.758188263300006 44.269496632500008 0.47943175355000006 44.086690780350004 0.37982395740000008 0.37138109635000011 39.852039223600009 0.38398550940000004 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=9 -2 -3 -4 5 6 -5 -8 -9 10 11 14 -11 15 -1 21 17 -17 -18 -20 -19 22 24 -24 25 26 -14 -28 -27 -30
right_child=1 2 3 4 -6 -7 7 8 -10 12 -12 -13 13 -15 -16 16 18 20 19 -21 -22 -23 23 -25 -26 28 27 -29 29 -31
leaf_value=-0.10053359592895228 -0.11113845715530793 -0.10535730237016916 0.087000713425116352 0.026870939599866583 -0.10175182218539901 0.088893486596010096 -0.10337131161717622 0.061481935976036663 -0.1081760224022868 -0.035155263815294428 0.019681925490414112 -0.10840604584420566 0.00010092531913807512 0.016873055573804831 0.044153746277054658 -0.10650427076672425 0.065361717423010945 0.024575999303273227 -0.027936025113897225 0.028242056592110626 -0.037120789301678399 0.027301144234678717 0.034510106683897208 -0.094129006845375035 0.032996987402748611 0.033700830900136404 0.016215499046057652 -0.12141742699288707 -0.051067428095442374 0.0014316215535636137
leaf_weight=0.023955511310915223 0.13729614101930454 0.07246040366590023 0.17933137528598309 0.1937247378353959 0.090528624854414375 0.097411412629298866 0.11921936437283875 0.16372834010024917 0.066085162860531454 0.65320522314094276 1.5820185393095014 0.12165817248751409 46.382973246420946 1.4795149900019158 0.098142603962969588 0.28660297330679829 0.28368790086824436 0.35721341481985291 0.67405744083225705 0.47759538153695758 0.47501163989363704 0.70762433476556807 0.50865729904035006 0.41850316047907654 0.83844794087053642 2.0252067851834061 0.88199532069847808 0.73267671231587883 0.83155131898820656 25.078417167200538
leaf_count=88 22 3 3 22 53 6 24 43 43 29 11 10 861 36 31 68 13 17 41 29 37 27 12 34 28 25 23 35 16 1210
internal_value=5.92341e-06 -0.0107558 0.00327202 0.0119215 -0.00650475 0.00696449 -0.00773972 -0.0269498 0.0126951 0.000147833 0.0108851 -0.0462078 -8.80931e-05 0.000189759 0.0157663 -0.000115121 -0.0102492 -0.0351961 0.00919651 -0.00463873 -0.0106389 0.000215009 -3.16732e-05 -0.0235552 0.000252419 -0.000109146 -0.00145792 -0.0462371 0.00220828 -0.000253276
internal_weight=86.0385 1.11979 0.982489 0.910029 0.730698 0.640169 0.542758 0.349033 0.229814 84.9187 1.82577 0.243756 83.0929 82.4397 0.122098 80.9602 2.55417 1.11883 1.43534 1.15165 0.832225 78.4061 77.6984 0.92716 76.7713 75.9328 47.9976 1.61467 27.9352 25.91
internal_count=2900 219 197 194 191 138 132 110 86 2681 140 129 2541 2512 119 2476 205 122 83 70 54 2271 2244 46 2198 2170 919 58 1251 1226
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 1 0 1 2 2 1 0 2 1 0 2 0 1 0 2 1 1 1 1 2 0 2 2 2 1
split_gain=0.0145029 0.216467 0.142126 0.121402 0.0725993 0.0790259 0.0755588 0.141283 0.0534671 0.112202 0.162208 0.606465 0.182541 0.226832 0.0396935 0.228223 0.0557159 0.230819 0.238128 0.0506752 0.121073 0.0394422 0.050558 0.0794258 0.0328427 0.0297776 0.109464 0.0519192 0.0456021 0.234514
threshold=48.461603274950008 0.39614083410000006 0.39614083410000006 48.315732392000008 0.61802041855000012 0.5024400467000002 0.65092362505000012 0.50829316490000009 48.852845034800005 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.43780126340000008 41.678468725050003 0.4588185982500001 0.32272985840000007 0.45612406815000006 39.468990633150007 0.31810424840000007 0.48627286610000009 0.45280081435000008 0.39745815990000005 44.921040431000009 0.47305469895000007 39.091773401050006 47.480720532750006 44.527357125550004 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 8 -6 -7 -8 -4 -10 -11 -12 -13 -14 15 19 17 -16 -19 20 -3 22 23 -15 -1 26 -18 28 -27 -30
right_child=2 14 4 -5 5 6 7 -9 9 10 11 12 13 21 16 -17 25 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.10079396706620654 -0.068029653744974564 0.01885604046665651 -0.018139296013361322 0.11157912883767807 -0.10665946447925584 0.073080520968663978 0.082717354346344446 -0.10782340240333579 0.05574159475629651 0.033674205342635724 -0.12945926728464202 0.066508336295049444 -0.13090819991919925 0.030221198822820705 0.10385768892646988 -0.10471503680340895 0.011669281890731256 -0.087830047478475837 0.058131338640712363 0.024454033018008896 -0.10684866219825789 -0.028186236991456178 0.048065765148078574 -0.10100776054177407 0.023417293866774779 0.00038668202118286878 -0.04327933066998834 0.02509660667629552 -0.050974756285974081 0.015946097032983299
leaf_weight=0.033268533721311111 0.33637227315921236 0.21875864517642785 0.90179480147344282 0.26864233613014221 0.12721996041182126 0.076363063693861477 0.057654090924188495 0.11972596724626783 0.44938565324991975 1.0013758339919152 0.37421473713766307 0.44959604996256508 0.13538709187798759 0.1333020077916558 0.25652632955461285 0.24185946350002041 0.77026879323028541 0.22443902675258087 0.2226571328196485 0.52918035654693085 0.11792285870009067 0.19802058056848182 0.33263679934680113 0.070521084837594117 0.059107493609189987 74.406915686488617 0.68490795787874958 0.83165362912404717 0.96118180463054104 1.1503942694517943
leaf_count=115 9 24 17 1 12 6 3 49 6 8 7 9 7 30 4 62 27 43 12 21 37 38 16 69 8 2010 31 50 93 76
internal_value=-2.31602e-06 0.000313124 -0.0053646 0.0775743 -0.000603394 -0.042337 -0.0100874 -0.0458917 0.00332593 0.00948194 0.0017684 -0.0170957 0.0147719 -0.0119684 -3.28678e-05 -0.0188321 0.000229044 0.028244 -0.0151402 0.00515742 -0.0251721 0.00995582 0.024035 -0.0151829 -0.0213165 -2.1091e-05 -0.0141934 0.00024553 -2.45678e-05 -0.014516
internal_weight=85.7413 80.9777 4.76357 0.361018 4.4272 0.380963 0.253743 0.17738 4.04623 3.14444 2.69505 1.69368 1.31946 0.869868 80.6167 1.10772 79.5089 0.703622 0.447096 0.865862 0.336682 0.73448 0.53646 0.203823 0.092376 78.8053 1.45518 77.3501 76.5185 2.11158
internal_count=2900 2614 286 124 277 70 58 52 207 190 184 176 169 160 2490 144 2346 59 55 82 61 153 115 99 123 2287 58 2229 2179 169
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 2 0 1 0 0 1 0 2 2 2 1 0 2 2 0 2 0 2 2 0 1 1 1 1 0
split_gain=0.0132193 0.0555646 0.0590635 0.0306757 0.0460644 0.0561974 0.0404712 0.0205604 0.275847 0.174063 0.135084 0.146562 0.127384 0.176618 0.148473 0.0941532 0.166451 0.0750457 0.148866 0.0718111 0.201582 0.0729898 0.0575009 0.0638008 0.0431044 0.198175 0.141561 0.118921 0.0504466 0.0907164
threshold=0.62406814170000013 0.47777012665000013 0.59210802070000013 0.49703601690000004 0.49901200560000009 48.315732392000008 0.63075955810000017 0.45664800455000004 0.56055207925000017 0.56323163980000013 0.45877368940000007 0.6003263375500002 42.467547400400008 49.842240509300005 41.792045663550006 0.45976168375000009 0.60665848330000005 39.468990633150007 38.938637541200009 0.57600071855000012 46.650420857800007 0.57944372925000021 44.710446918150005 37.511241581900002 0.56793209785000009 0.44805544745000009 0.43887907550000005 0.45051046375000009 0.4410796084000001 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 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 -6 19 -9 -10 -11 12 14 -14 17 -13 -17 18 -12 24 21 -21 23 -18 27 26 -26 28 29 -1
right_child=1 2 -4 4 5 -7 -8 8 9 10 11 15 13 -15 -16 16 22 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00045811470299858006 -0.10413906002379048 -0.03279500154014655 -0.10656780768338942 0.070963487965349681 0.024959049137805191 0.020474162740686527 -0.10276489704210148 -0.11233377976577225 0.066734533256928213 0.057125985642824562 -0.10470505405669345 0.10335815642566987 -0.09671289007292061 0.0075173744813087614 0.085136608683188342 -0.10713714979650023 0.086478108780343843 -0.10498516998032073 0.064383860267660728 -0.022439204010163753 0.023130971922138904 -0.10865778702944502 0.060611094834075299 -0.10155221655642417 0.030174780859800056 0.052784592313409887 -0.056071411347061041 -0.04035867117526315 0.019644934436576538 -0.019238266730080708
leaf_weight=74.904991830875545 0.061267728343760264 0.18807044904588111 0.053682251645547296 0.11280732182785869 0.036710210097339768 0.32426047401531832 0.076520793438742629 0.17765081337484412 0.54642797668930176 0.38746938721874391 0.082966747981993327 0.14102640852797765 0.42113307696490665 0.26479246675444301 0.17197644900079467 0.096179114421119039 0.027845808001075056 0.094383843163768688 0.13980342122613365 0.15437898014761131 0.37828123783583578 0.2697652250414535 0.29551549139432609 0.05127342524656342 0.33429652753693406 0.76549700151736033 0.4418532414965739 0.73062274165681529 1.3083198484280547 2.4137193382617275
leaf_count=1857 23 26 79 3 14 33 149 13 7 19 58 2 32 25 9 39 14 34 8 17 25 40 20 61 22 19 28 31 30 163
internal_value=-5.25508e-06 -0.0123895 -0.00529234 0.00207077 0.0139865 -0.000705014 -0.061356 0.000119658 0.00839647 0.0162794 0.00359979 -0.00800679 -0.0286725 -0.0564762 0.0103176 0.0316823 0.0102127 -0.030253 0.00140973 -0.000173969 -0.029942 -0.0772762 0.0403397 -0.0353754 0.000121294 0.0166824 -0.0189242 -0.000200432 0.000172729 -0.000156763
internal_weight=85.4535 0.853319 0.792052 0.738369 0.550299 0.437491 0.113231 84.6002 2.89844 2.72079 2.17437 1.7869 1.17506 0.685926 0.48913 0.61184 0.470814 0.317154 0.22277 81.7017 0.802425 0.424144 0.374635 0.0791192 80.8993 1.54165 0.77615 79.3577 78.627 77.3187
internal_count=2900 327 304 225 199 196 163 2573 341 328 321 302 166 57 109 136 134 100 66 2232 82 57 95 75 2150 69 50 2081 2050 2020
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 0 0 1 1 2 2 0 2 1 1 1 0 2 2 2 1 1 2 0 1 0 2 0 2
split_gain=0.0151044 0.141433 0.0402226 0.0579248 0.0563886 0.0486429 0.0405754 0.0341865 0.051052 0.0219717 0.0753487 0.123403 0.0429977 0.0344578 0.0350054 0.110205 0.201828 0.0760027 0.0311613 0.0395362 0.044759 0.0371245 0.0311034 0.0272717 0.218177 0.272512 0.220942 0.0563278 0.0259262 0.0216463
threshold=49.275256100300005 49.49736495185001 52.932444045400004 0.5810754169000002 0.61532588845000014 0.48363821445000005 0.61532588845000014 0.47648274005000008 0.39685937550000011 0.31123319660000009 48.461603274950008 47.833738492450003 0.49967066855000003 45.673096293200011 0.47106374065000006 0.43967246490000006 0.41808628485000005 0.48607826115000008 45.027406014450008 44.527357125550004 44.086690780350004 0.34569324270000007 0.40621538280000008 48.988717865950008 0.39672464895000009 0.31100865245000009 0.39614083410000006 48.680511450650009 0.37331217625000007 43.933728833200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 5 -5 7 -4 -3 -9 23 11 13 -12 18 15 16 17 -15 19 20 29 -22 -14 24 25 26 27 28 -1 -11
right_child=1 2 6 4 -6 -7 -8 8 -10 10 12 -13 22 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021382388807512615 -0.11040600670593576 0.032754283409357543 -0.10786473153355239 -0.1022634952779973 0.001859281372347247 0.073603583825594135 0.0097428884940630196 -0.10179929034485842 0.020100797013080186 7.0972914565421073e-05 -0.034457965645651671 0.035305455430353093 0.012636241901283905 -0.0043003207991968414 0.017173519629108704 -0.081180948461872737 0.093566308162916653 -0.10179908177894761 0.020723518420045398 -0.023740245289021401 0.036310299152592894 0.0038986131463801289 -0.02184882294785254 0.023947501174950016 -0.09182006569732265 0.084107864329484763 -0.12074605390933413 0.10290960175620939 -0.10074425834408002 -0.013602939135626527
leaf_weight=0.058689738798419766 0.12799965443400541 0.22331197885796428 0.062296100161432832 0.074935855831427034 0.17001737425016472 0.1663464643061161 0.055444142057240242 0.058341424841160006 0.083567545297057677 74.388711835575734 0.96384766058326876 0.99911381150013667 0.50597000622656174 0.19139579959664743 0.20961386088674772 0.26290016368147917 0.15443842532113194 0.1373119760028203 0.73081182774330855 0.69653417287918173 0.61243006633594521 0.83550690624542767 0.54140839067986235 0.85881500504910946 0.20455244066170053 0.37310852482914925 0.16856928914785385 0.079356983304023743 0.024697669086634733 1.1760069707452192
leaf_count=11 22 6 48 30 51 6 6 22 28 2164 14 32 13 22 34 10 4 60 38 48 8 37 28 6 28 2 2 1 90 29
internal_value=-8.16359e-06 -0.0120905 0.00198188 0.0102401 -0.0299939 0.0287805 -0.052483 0.00836503 -0.0300146 0.000138572 -9.80633e-05 0.000380209 -0.019216 -5.929e-05 -0.0189332 -0.029078 -0.000726619 -0.0450287 0.000170657 -2.26308e-05 0.000191881 0.0176077 -0.0051897 0.0111694 -0.000903611 0.025497 -0.0405075 0.0426028 -0.0147891 -0.000141833
internal_weight=85.1961 1.02226 0.894261 0.776521 0.244953 0.531567 0.11774 0.365221 0.141909 84.1738 82.406 80.3948 2.01123 79.3957 0.95566 0.746046 0.483146 0.328708 78.44 77.7092 77.0127 1.44794 1.04738 1.76779 0.908975 0.704422 0.331314 0.162744 0.0833874 75.5647
internal_count=2900 219 197 143 81 62 54 56 50 2681 2541 2486 55 2454 130 96 86 82 2324 2286 2238 45 41 140 134 106 104 102 101 2193
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 1 1 1 1 2 2 1 2 2 2 2 1 0 1 2 2 1 0 1 2 0 2 2 0
split_gain=0.0142014 0.0981899 0.0620717 0.0318298 0.0319688 0.0742659 0.0341851 0.0707985 0.0876164 0.0265654 0.0485973 0.159315 0.131484 0.118512 0.113055 0.0882047 0.123421 0.0248556 0.369103 0.0332845 0.0942451 0.27345 0.0657768 0.120817 0.0387346 0.185008 0.0640019 0.263004 0.385608 0.376429
threshold=0.48627286610000009 0.61532588845000014 0.68186581240000022 0.6166282446500001 0.52041855035000018 46.177190236600005 0.52332265500000019 0.59210802070000013 0.57987784795000008 0.46208197360000008 41.558544840500012 40.621691032550004 0.46419268885000003 40.580626202750004 42.622319549950006 39.468990633150007 38.938637541200009 0.45393850480000009 0.58258734765000009 0.44705248345000009 39.468990633150007 42.207998345450008 0.43967246490000006 0.56915960600000015 0.43590012275000006 42.297164883650005 0.55041765215000005 41.468518788800004 40.878805547300004 0.56704889075000009
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -5 -6 8 -8 17 11 12 -11 15 -12 16 -14 19 -19 22 -21 -22 24 -24 26 -26 -1 28 29 -28
right_child=1 2 -4 4 6 -7 7 -9 -10 10 14 -13 13 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00010269438138275997 -0.10197553935636657 0.063961552151070328 -0.10202750196712047 0.022968147701271268 0.092917987845182001 -0.052678184761695696 -0.10076706129514937 -0.10756420333188998 0.097694536692150502 0.10198726798002455 0.076830490698549192 -0.078223719216690857 -0.10433840411476827 0.087294126153527385 0.0010430462878418857 -0.11261287605278716 0.055836785317015948 -0.10416285015987964 0.021698231654733863 0.037092652909460032 -0.045787310502009494 0.039448250116053407 0.00062543493624863885 -0.071074769535272517 0.040864243513875874 -0.021977179043868103 -0.10580520245111907 -0.083473755576730424 0.079523667880072757 0.085275886173469595
leaf_weight=74.566917212354284 0.10787196421501821 0.085154602935290313 0.056782506533200383 0.26458930505313383 0.063957923814541573 0.2547250229108613 0.030076222655196716 0.040552075110326768 0.085433232132345438 0.15283062756134025 0.31537863682024181 0.21593799012543968 0.073751876965518548 0.10193607467226684 0.52364804743228888 0.10311345421450824 0.13834173124087101 0.32832254720761855 0.80258500292057988 0.9083156310228867 0.7621379764168521 0.74364216323482424 0.64299724281591497 0.37038381750750915 1.1001499195000963 0.81595140412019862 0.3546628526008806 0.45901331755521824 0.42227208986878395 0.14534893328703902
leaf_count=1840 127 7 129 67 6 22 76 12 4 7 14 21 54 3 36 11 12 50 39 23 19 37 16 39 32 36 68 74 4 15
internal_value=-8.97424e-06 -0.0119213 -0.000898163 0.00606661 -0.00060158 -0.0141366 0.0313452 0.00611115 0.0460193 0.000131219 0.0127932 -0.00507534 0.0226374 -0.00643443 0.0295305 -0.0367457 0.000138639 -0.000118407 -0.0148415 8.6416e-05 0.0116528 -0.00369301 -0.00026758 -0.0255805 6.18606e-05 0.0141039 -0.000292407 -0.0216212 0.00916227 -0.0502596
internal_weight=85.0368 0.989143 0.881271 0.824488 0.739334 0.519314 0.220019 0.156062 0.115509 84.0476 1.62494 0.785912 0.569974 0.417143 0.839027 0.315207 0.212094 82.4227 1.13091 81.2918 2.4141 1.50578 78.8777 1.01338 77.8643 1.9161 75.9482 1.3813 0.922284 0.500012
internal_count=2900 450 323 194 187 89 98 92 80 2450 158 108 87 80 50 77 66 2292 89 2203 79 56 2124 55 2069 68 2001 161 87 83
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 2 0 1 1 1 2 1 2 1 2 2 0 0 0 1 0 0 1 1 1 1 1 2 1
split_gain=0.0149026 0.119742 0.0939275 0.280008 1.3415 0.475 0.282569 0.180394 0.107089 0.0726325 0.30305 0.255416 0.241039 0.194626 0.191414 0.359888 0.174436 0.84598 0.153738 0.227551 0.152174 0.149298 0.133215 0.137109 0.0870316 0.0866448 0.308964 0.286084 0.584208 0.18666
threshold=41.840895355800008 41.919251152600005 41.322103772800006 0.34587287805000005 0.34608245260000009 0.34988473400000003 41.621607100200002 0.54585192060000021 0.34503457980000002 0.40105086675000007 0.39167988980000007 42.027086531450003 0.39513787010000007 42.448133449100006 0.42067602765000006 44.215931556700006 43.061965423550006 0.56639022785000004 0.55754318735000019 0.54279811980000015 0.42194844465000009 0.56055207925000017 0.58859016195000013 0.44805544745000009 0.41527199785000007 0.34542378970000004 0.34560342505000002 0.34518427590000006 43.740100730350001 0.34581299960000006
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 -6 7 -7 -4 10 11 -3 -12 21 15 -15 17 -16 19 20 -18 -11 23 -20 -17 27 -27 -13 -29 -28
right_child=1 9 3 4 5 6 -8 -9 -10 13 12 25 -14 14 16 24 18 -19 22 -21 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00088448686080837302 0.032805455938829213 -0.055659179785740948 0.021770779213038698 -0.16676996512442674 0.067979697606108752 0.02535085100319593 -0.089190352332363776 -0.048439863834817902 -0.0070215917573987598 0.070361408770573938 -0.11579110953612258 0.0012789106773100154 -0.022360009678076546 0.074999837835151004 -0.12126968901988555 -0.063117600981590194 0.094490615393769475 0.052388328791809935 -0.10499030361601863 0.074940105867613682 -0.10281966556029827 0.0052860668769532555 0.0061709755520051555 -0.015392945974707721 0.02659574435078715 0.052285369762543936 -0.030688768366395017 -0.12896898345100036 0.023424494466620496 0.0070305370538549447
leaf_weight=42.373536590055167 1.1883593945965447 0.77932029667750313 1.9740629144689572 0.61530236620456014 0.69774717092514071 0.82678270860924363 0.5463255795225449 0.55281536875060056 3.7375833394471556 0.81576002296060213 0.37383627410690579 7.8420468964056074 1.0564281498809576 0.82668386635486946 0.61877295783506248 0.32565717991667498 0.053516328334808683 0.51317566175657703 0.24435424644889314 0.56158726098692568 0.14497754173351041 0.62087607475120876 1.8642650649512686 0.56736428994554444 0.16188927517760021 1.3863639976880211 1.4901094108645327 0.52059758462740979 0.48676274695026223 10.974323033360603
leaf_count=1360 33 29 32 6 6 28 40 25 39 24 51 259 57 17 25 41 2 42 32 14 69 40 204 42 16 31 35 40 6 255
internal_value=-1.15963e-05 0.00163187 -0.00108165 -0.0103897 -0.0338771 -0.00271108 -0.0283218 -0.00421765 0.00292965 0.000482417 -0.00209083 0.000631465 -0.0467806 0.00924046 0.00118149 0.0348128 -0.00849433 -0.0425408 0.00272165 0.0424108 -0.0496224 0.0422376 -0.00855158 -0.0423647 -0.0333284 0.00256398 0.00750226 -0.00516526 -0.0553315 0.00252123
internal_weight=84.7412 33.417 51.3242 8.95062 3.23897 2.62367 1.92592 1.3796 5.71165 32.2287 24.9098 23.4795 1.43026 7.31888 5.88224 1.31423 4.56801 1.13195 3.43606 0.760081 0.198494 1.43664 2.67598 0.811719 0.487546 22.7002 13.8508 8.84941 1.00736 12.4644
internal_count=2900 1364 1536 176 105 99 93 53 71 1331 763 655 108 568 504 74 430 67 363 85 71 64 278 74 57 626 321 305 46 290
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 1 1 0 1 2 2 2 2 2 1 0 1 0 0 0 1 0 1 2 0 2 2 1 0
split_gain=0.0133079 0.0879495 0.051708 0.0935154 0.0681637 0.0639094 0.0284152 0.0628407 0.0875245 0.0260262 0.0436605 0.144564 0.123655 0.104084 0.0418513 0.0234645 0.31631 0.0254513 0.0844296 0.18914 0.194088 0.0499345 0.103724 0.0418525 0.138029 0.0548434 0.222974 0.343754 0.100806 0.045357
threshold=0.48627286610000009 0.61532588845000014 0.50663153795000015 0.52041855035000018 0.68186581240000022 0.63075955810000017 0.52332265500000019 0.59210802070000013 0.6777042603500002 0.46208197360000008 39.134693790050008 38.938637541200009 41.558544840500012 42.622319549950006 37.186372654950006 0.45393850480000009 0.58258734765000009 0.44705248345000009 0.56055207925000017 0.56793209785000009 0.5726475255500002 0.43967246490000006 0.56915960600000015 0.43590012275000006 42.297164883650005 0.55041765215000005 41.468518788800004 40.259171735100004 0.39745815990000005 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 5 -4 6 -3 -5 8 -8 15 11 14 -12 -14 -11 17 -17 21 -19 -20 -21 23 -23 25 -25 29 27 -27 -28 -1
right_child=1 2 3 4 -6 -7 7 -9 -10 10 12 -13 13 -15 -16 16 -18 18 19 20 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.00054949260599863002 -0.10175417797056679 0.065128738623114205 -0.10645699944609391 0.087110701518235648 -0.10192400596872896 -0.0092540986521710902 -0.10065297691145073 -0.10683603528593384 0.10141013460739108 0.038908620216239226 -0.036678855793579386 0.098794108188564378 0.073665813073892847 0.00081217010091900901 -0.10432764040053102 -0.10352910457505873 0.018090196454080557 0.042049146982058527 -0.040506824040283072 0.065445346514830666 -0.021839117556158517 0.0017362524668253711 -0.066201906171404076 0.038304193427948122 -0.017392058537729505 -0.089535675168291751 0.0087627772061409145 0.049467933584061381 -0.10586737815653485 0.010496489220995183
leaf_weight=70.263286588441687 0.097514636175159874 0.18998768052210835 0.11105780666835585 0.059901708908910223 0.049188286068416076 0.29465754022857737 0.02987129677436684 0.037143907179711277 0.075917120532835725 0.031082274891302997 0.45764458635198912 0.18785835575545207 0.31244822172448039 0.52662947317003272 0.05934707678943596 0.29291039631325932 0.79228704302862241 0.61815100660058364 0.71428724739234883 0.57020593481138326 0.46049689744035049 0.6240559036632537 0.35119050880687297 1.063039376972198 0.76527907340846457 0.25169133061521509 0.099771189573402808 0.60688230022788048 0.33199490333561243 3.925023923335174
leaf_count=1746 127 22 42 7 123 36 74 12 7 46 41 7 14 36 14 50 39 17 13 10 39 16 39 32 36 77 22 10 52 94
internal_value=-1.85301e-05 -0.0118172 -0.00147168 -0.0300056 0.00368394 0.019905 0.0292944 0.00506409 0.0443539 0.000115346 0.012848 0.0487881 0.00513494 0.0279408 -0.0550946 -0.000130022 -0.0147366 6.653e-05 0.0102913 -0.000958761 0.0264484 -0.000242129 -0.0227286 4.15435e-05 0.0149914 -0.000320587 -0.0207599 0.00871895 -0.079379 3.49087e-05
internal_weight=84.2508 0.94524 0.847725 0.36308 0.252022 0.484645 0.202834 0.142932 0.105788 83.3056 1.57501 0.278288 1.29672 0.839078 0.0904294 81.7306 1.0852 80.6454 2.36314 1.74499 1.0307 78.2822 0.975246 77.307 1.82832 75.4787 1.29034 0.858574 0.431766 74.1883
internal_count=2900 450 323 265 223 58 100 93 81 2450 158 67 91 50 60 2292 89 2203 79 62 49 2124 55 2069 68 2001 161 87 74 1840
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 1 2 2 2 2 2 2 1 2 0 1 0 0 2 0 0 2 2 2 2 0 0 2
split_gain=0.0150471 0.165336 0.07773 0.289961 1.10734 0.215893 0.489972 0.16339 0.140731 0.107426 0.20884 0.0684944 0.107187 0.160795 0.105149 0.104716 0.129276 0.287465 0.545311 0.383713 0.289768 0.513658 0.27421 0.195589 0.326157 0.234765 0.17669 0.171343 0.164993 0.42744
threshold=41.872669623500009 41.919251152600005 41.322103772800006 0.34587287805000005 0.34608245260000009 0.54475913895000005 0.49320379630000005 0.44578006650000007 41.558544840500012 41.726652433350004 41.495754733000005 41.134354310300004 40.982542372850013 40.922041107600009 0.34560342505000002 40.79983011445001 0.54095685760000012 0.42829556000000008 0.54317236010000014 0.54384599265000022 39.945535567850008 0.54511840960000013 0.55671985870000007 40.337496327150006 40.532725462000009 40.21994457600001 40.12915366295001 0.55980359870000018 0.50449088350000015 39.945535567850008
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 6 -6 -7 -8 10 -4 12 13 15 -13 16 23 18 -18 -19 21 -20 -21 25 -25 26 28 -24 -1 -30
right_child=1 -3 3 4 5 7 8 -9 -10 -11 -12 14 -14 -15 -16 -17 17 19 20 22 -22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0075580146172805123 0.04825408889414412 0.00057333201297470537 0.011441314397177193 -0.15768347671434615 -0.056692432398165071 -0.088278079308120816 0.087762802843685539 -0.0027568260804165523 0.018784919776208109 0.022349989467493985 -0.036837720565448213 -0.002173837122862269 -0.021542276824599086 0.052740884769027011 0.028197798610471888 -0.028505453203313186 -0.11419504126341136 0.10437339252257466 0.083786055870933698 -0.061125700208863265 -0.065045807743985815 -0.052444491840976527 0.06632606342667334 0.063652872687945547 0.0043198510742097239 -0.033435892966324154 0.045864766067057937 -0.0019945855452676927 0.0038890197438937592 0.075712292155229038
leaf_weight=10.403905217775216 0.7442973549348143 31.747131471337525 2.4899440788867637 0.58693433180451426 0.64572463647346046 0.45777031749457808 0.56359123950824119 0.4363311258113356 0.62245050520868972 2.0515363354934379 1.3996077283336488 2.3924081309742169 2.3089146521220973 0.58382973995321563 2.1773170103872417 1.2577456501498989 0.69082150081521687 0.35339865995047182 0.60242953404031119 0.69387241183744697 0.5989666098012093 0.51200381808943973 0.44237430426801472 1.372196548822102 2.8522497152880533 1.9047948166517006 0.92860540782567014 2.1567620941672496 9.1145485349343254 0.91146129532717246
leaf_count=306 22 1331 25 6 10 18 21 35 20 23 29 29 46 12 37 36 15 5 13 39 15 42 17 32 41 23 15 404 220 13
internal_value=-1.96105e-05 0.00166558 -0.00108254 -0.0093836 -0.0330888 -0.00626099 0.0134009 -0.0465428 0.0515623 0.0038346 -0.00593131 0.000735244 -0.000666627 0.000695728 0.0122972 -0.000177516 0.000884829 -0.0123482 -0.0391916 0.00535077 -0.00895112 0.0211977 -0.00527613 0.00379769 0.0235926 0.000203082 0.00320307 0.00963362 0.00126396 0.0104185
internal_weight=84.0039 32.4914 51.5125 9.25389 3.3128 2.72587 1.83177 0.894101 1.18604 5.94109 3.88955 42.2586 37.6889 35.38 4.56973 34.7961 33.5384 6.05063 2.40422 3.64641 1.7134 1.11443 3.29301 27.4878 4.22445 23.2633 21.3585 2.59914 20.4299 10.026
internal_count=2900 1353 1547 187 110 104 51 53 41 77 54 1360 1294 1248 66 1236 1200 550 85 465 70 55 460 650 73 577 554 421 539 233
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 1 1 0 0 2 1 1 0 0 0 2 2 2 2 1 0 0 0 2 2 2 0 0 1
split_gain=0.0149389 0.119902 0.0729742 0.0901612 0.0499611 0.0338776 0.062175 0.29706 0.0459857 0.0890989 0.0462971 0.0413343 0.0336956 0.114329 0.0877746 0.0318071 0.101579 0.179412 0.178668 0.182005 0.150312 0.0637331 0.0399461 0.0551102 0.162569 0.268595 0.110222 0.0745641 0.0551702 0.218113
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 48.988717865950008 0.31100865245000009 0.36106703390000006 0.61802041855000012 0.66697104880000013 50.448116877400004 0.45280081435000008 0.32600820335000008 0.42646926740000007 0.3972336157500001 0.47305469895000007 38.175120519550006 37.858673296900008 42.131954243650007 38.994321257850011 0.33960061075000009 0.4622167001000001 0.47512050540000011 0.47727612945000003 42.541806567400009 42.773538294100007 41.621607100200002 0.47778509625000004 0.47868327295000007 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 -1 12 -7 -8 10 -10 11 -9 13 14 -2 16 17 20 19 -18 -14 -20 -17 24 26 -26 -24 -25 29 -29
right_child=5 -3 -4 -5 -6 6 7 8 9 -11 -12 -13 15 -15 -16 22 18 -19 21 -21 -22 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=-0.012452872685608948 0.011818457896513028 0.068131995405940726 -0.11405502831313066 -0.10764325070382269 0.10262137606517906 0.0072771740970737249 -0.11769035764287493 0.00373059491672704 -0.10518857212856536 0.041158386194935052 -0.014413807094076362 0.073229419182047548 0.037796815335663828 0.03874750053087303 -0.034816474464038856 0.014390370370511114 -0.0096599661905036951 0.084462442069829433 -0.023317655485709299 -0.10925034930386855 -0.10603958480111214 0.042322601865299209 -0.010231290463141394 0.013920132998717923 0.059934247806618685 -0.024726369849734253 -0.051953347171814449 0.033987697345388528 0.00012468148897412941 -0.040408002311421568
leaf_weight=0.079388826661470513 1.2037173204453204 0.24337336821918143 0.072721141390502453 0.054629880585707724 0.071898162364959717 0.84414740279316802 0.28031902835414235 0.16884707929420983 0.10045894578797743 0.071005063893608167 0.30948453561896372 0.1735237562097609 0.15331437206759346 0.96850115922279645 0.60717626966652449 1.9140806185105237 0.35621740183296402 0.25525728058687491 0.26973289803805756 0.37847959099235595 0.13809426171585315 0.32753824916289886 1.6615254497737617 3.8681535357609382 0.70490515610435955 0.80009223569453525 1.0230894167034419 0.57039844151586194 64.658829602669812 1.274879959732061
leaf_count=100 27 20 3 3 1 7 14 33 22 40 111 9 29 31 38 37 9 6 35 47 47 11 25 41 9 57 27 10 1998 53
internal_value=-1.2899e-05 0.016851 -0.0279398 0.00247251 0.0422354 -0.000118857 -0.0131516 -0.028777 0.00149567 -0.0445847 0.0136167 0.0389547 0.00019402 0.0110144 -0.00381781 -0.000189801 -0.0130448 0.0232518 -0.0279416 -0.060964 -0.0303651 0.0126789 0.000125982 -0.0002402 -0.0113824 0.0149267 -0.0261313 0.000423152 -0.000361888 -0.0174114
internal_weight=83.6038 0.522011 0.278638 0.205917 0.151287 83.0818 1.94779 1.10364 0.823319 0.171464 0.651855 0.342371 81.134 2.77939 1.81089 78.3546 1.87863 0.546666 1.33197 0.734697 0.291409 0.597271 76.476 74.5619 4.18961 1.505 2.68461 70.3723 66.5041 1.84528
internal_count=2900 127 107 104 101 2773 236 229 215 62 153 42 2537 96 65 2441 184 82 102 56 76 46 2257 2220 118 66 52 2102 2061 63
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 0 0 2 2 0 0 0 0 2 2 2 2 1 1 1 2 2 0 0 1 0 0 0 2
split_gain=0.0140878 0.164988 0.101346 0.299158 0.199551 0.164669 0.0771861 0.0752689 0.0637742 0.114676 0.135541 0.103964 0.106708 0.0943419 0.120871 0.0704753 0.195756 0.153372 0.167232 0.27825 0.101304 0.0995873 0.219865 0.0749813 0.0799868 0.105696 0.0600827 0.107779 0.0598367 0.0567181
threshold=0.54317236010000014 0.54384599265000022 0.41917906650000009 38.052786106700005 0.42194844465000009 0.55240861050000023 0.54095685760000012 0.55335169605000012 38.386256906100009 38.771633980050005 0.55892039160000018 0.55892039160000018 0.56369569775000017 0.56501302355000016 41.061442884200012 40.922041107600009 40.742467179200005 42.280042771400005 0.43706775245000007 0.44805544745000009 0.45976168375000009 44.710446918150005 42.428475018400007 0.57161462230000015 0.57357564145000006 0.43887907550000005 0.58736265385000019 0.58859016195000013 0.53978922790000017 40.580626202750004
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 28 -5 11 -10 -11 -7 -13 14 -12 16 23 26 -19 -20 -21 22 -22 -15 -25 -26 -17 -28 -1 -27
right_child=1 2 4 7 5 8 -8 -9 9 10 13 12 -14 15 -16 17 -18 18 19 20 21 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=-0.000394073776785789 0.05584666595909115 0.075585200534939723 0.034183152564916393 -0.10654382417525793 -0.031499210453940413 -0.10981642663757529 -0.021485389851405898 -0.015701815585357316 0.062154517984765359 0.034134761443278532 -0.051584633561042252 0.054028686118666118 -0.057479342241303723 0.026166219059745855 -0.0010920596425122238 -0.07661989677581077 0.097354704840135961 0.065405205609795541 -0.10540930717006824 0.029659603465780917 0.089523568854540408 0.0045378892024770696 -0.090855280339958447 -0.10855932371339623 0.10255046298955175 -0.10211688546136442 0.10073591379086187 -0.10102358883249347 0.026109722393538426 0.0033102148204872638
leaf_weight=67.222896910180054 0.56477258657104457 0.16686121088722572 1.7232008440860216 0.32542513974357234 1.6536859920452105 0.12817029200255081 1.7237252543436614 0.12672956371261535 0.33505706279976166 1.1603312922052262 0.7901141677830309 0.16405937280751459 0.1799506001670883 0.57450762794178423 1.1853434453587395 0.35030829722666146 0.28843094788226153 0.40493027916818425 0.24398223952448495 1.0899901105149186 0.085702732539345905 1.2167535550574937 0.3194724318786939 0.098655640933429822 0.070049911737442017 0.085394992154419924 0.058269886270863935 0.048526075592377538 0.86275979827041638 0.12680068357985874
leaf_count=1712 11 20 36 40 39 25 35 41 21 40 25 13 252 19 27 25 18 8 32 30 8 170 79 5 1 69 2 62 23 12
internal_value=-1.42891e-05 0.0029345 0.000635908 -0.0388515 0.00261006 -0.00249449 -0.000587303 -0.0810827 0.00283208 0.00481177 0.00246802 -0.0329424 -0.00430083 -0.00275334 -0.0212873 0.00447991 0.0251527 -0.00225505 0.00513664 -0.00311958 0.00608308 -0.00976113 -0.0527015 0.00335544 -0.0310497 -0.00395713 -0.056602 0.00906019 -5.82261e-05 -0.0391174
internal_weight=83.3749 13.5655 13.0007 0.619016 12.3817 10.6585 69.8094 0.452155 9.0048 8.53262 8.19756 0.47218 0.34401 7.03723 1.97546 5.06178 1.24384 3.81794 3.36083 2.9559 2.71192 1.62193 0.405175 0.955409 0.380901 0.282246 0.457104 0.106796 68.0857 0.212196
internal_count=2900 1130 1119 101 1018 982 1770 81 943 653 632 290 265 592 52 540 124 416 327 319 287 257 87 106 87 82 89 64 1735 81
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 2 2 1 2 0 0 2 2 2 2 0 1 1 2 2 0 1 0 1 1 0 1 1
split_gain=0.0130863 0.139806 0.0715602 0.632641 0.661826 0.302107 0.487642 0.214844 0.183218 0.148069 0.315748 0.207343 0.74515 0.440994 0.518843 0.274783 0.185018 0.462372 0.499228 0.395915 0.308483 0.226669 0.218178 0.278903 0.257353 0.126549 0.256928 0.119464 0.116882 0.131639
threshold=41.678468725050003 41.590548329450009 0.3459626957000001 0.34569324270000007 42.207998345450008 42.428475018400007 0.47905751325000007 42.102795028150005 42.508878681700004 0.34744468730000005 42.654057868200006 0.4942366995000001 0.49588335680000006 42.622319549950006 43.45354240915001 41.840895355800008 42.599563320500003 0.50041914915000019 0.39513787010000007 0.34829795515000012 42.428475018400007 42.929886289700008 0.55041765215000005 0.43625939340000008 0.57357564145000006 0.34527409360000011 0.34548366815000003 0.58388970390000006 0.3447052483500001 0.34392682850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -2 -7 10 -4 13 -13 -11 -15 -14 17 -17 20 -18 -19 -21 -20 -24 -25 28 -27 -26 29 -10
right_child=2 -3 9 4 -6 8 -8 -9 25 11 -12 12 15 14 -16 16 19 18 22 21 -22 -23 23 24 27 26 -28 -29 -30 -31
leaf_value=-0.00047171484078419235 0.02945947590119747 -0.047876008981600188 -0.046636025680443505 0.091363164140849759 0.0028905774457564982 0.056969342725185251 -0.072641307140806202 -0.045464213869059501 0.0047731522888281109 0.077057498330365626 0.011478492170252236 -0.16827216370778275 -0.082613284719549498 -0.088623006449892003 0.03785196883472644 0.1076675096576524 -0.15755224297775566 -0.10334242733063373 0.066134832998486381 -0.043537125855678829 0.0045192571782735466 0.0038911712042054287 -0.073401523901281532 0.064686507915182379 -0.10822812571718368 -0.073742022983576613 0.0080305173935223042 0.013353485008473803 0.022978825850813709 -0.041888794723186955
leaf_weight=46.907466954431683 1.189400877994671 0.63050362533920079 2.0708040287136131 1.604024515487253 1.7880615142003078 0.6369247151176286 1.4767593001015482 0.56430496025552646 3.4682641645385228 1.0579799936676857 1.7044096576792069 0.26816532681715344 0.38964848310811717 0.51221973031687162 0.8843985657003941 0.52720271050929923 0.16803879104554553 0.53684016485931374 1.0631677696947011 1.1663034927589686 0.52392989851068705 7.4084127014068315 0.33589185855817039 0.7202382721006868 0.1494058882817626 0.62965466884418198 0.98579670846220324 0.17604047370207354 2.8128904792456524 0.73222649702802289
leaf_count=1448 41 33 23 9 34 18 27 27 164 20 31 6 25 24 33 3 2 28 32 60 12 601 11 12 8 33 23 46 56 10
internal_value=-1.51616e-05 -0.00110045 0.00143604 0.00642712 0.0447268 -0.0039693 -0.0303022 0.00535064 0.00521156 -0.00259689 -0.0203988 0.00163314 -0.00325013 0.0283578 -0.00853363 0.000111269 0.00263435 0.0203535 0.00722216 -0.00553887 -0.050068 -0.00255986 0.0320802 0.00587413 0.0313388 0.00139113 -0.023842 -0.0424622 0.00720329 -0.00336092
internal_weight=83.0894 47.538 35.5514 15.8883 3.39209 12.4962 3.23047 1.75371 9.26576 19.6631 3.77521 15.8879 13.4333 2.4546 1.39662 13.1651 12.7755 4.03272 3.50551 8.74275 1.06077 8.57472 2.44474 1.38158 1.04568 8.62883 1.61545 0.325446 7.01338 4.20049
internal_count=2900 1481 1419 442 43 399 95 68 304 977 54 923 846 77 57 840 815 152 149 663 40 661 109 77 66 286 56 54 230 174
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 2 2 0 2 2 2 0 1 0 0 1 0 2 2 1 2 2 2 2 2 0 0 2 1
split_gain=0.0131426 0.13846 0.131723 0.0564294 0.272033 0.0918588 0.435148 0.181454 0.0768933 0.0435757 0.096872 0.0579098 0.0793818 0.060057 0.0844028 0.0702377 0.0651496 0.091952 0.198141 0.118238 0.0883084 0.37474 0.063185 0.0434316 0.0397256 0.07927 0.0380626 0.522696 0.376053 0.701285
threshold=39.420767558750008 39.268993001500007 39.530201452500002 39.039757512550004 0.52266399210000014 38.703421923500009 38.592454371550012 38.512991772500008 0.51589772760000019 38.318569170500005 38.175120519550006 37.858673296900008 0.47814436690000012 0.40621538280000008 0.56276758185000009 0.56369569775000017 0.39458399450000009 0.52215502530000013 37.186372654950006 36.921550069850007 0.36501901140000009 36.514114975300011 36.372781240150012 34.997818021800008 34.542090938800008 33.96174662340001 0.50300889195000009 0.50482021495000018 40.12915366295001 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 -2 5 -5 6 7 9 -7 10 11 13 -13 16 -15 -16 17 18 19 20 21 23 -22 24 25 -1 28 -28 29 -4
right_child=2 -3 26 4 -6 8 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.04740151071644829 -0.031394306440390714 0.032633132324317873 0.0071799635238257971 -0.045302822654268417 0.019268881532422757 -0.0023366217441206376 -0.12133993865551423 0.079241254465890587 0.033367916219976181 -0.019901469848168617 0.037285353961947668 -0.047865397169193517 0.004633791400161391 -0.093154664070028259 0.067421739621101123 -0.042719372650148406 0.041818024439034651 -0.031605037209251695 0.054515888101773768 -0.040820686311557941 -0.0026642881103484685 -0.12519522716821055 0.030488429307865578 0.028418209957344304 -0.082677676778469544 0.080349097334238451 0.09338960843899495 0.00075618302595290541 0.0008526310233279655 -0.090081488976217108
leaf_weight=0.12242421240056101 1.3635962454950448 1.3974473099224258 1.6752148986361128 1.3305004504509264 1.2802062106538867 0.98618117510341052 0.29551724003158675 0.29375426021238205 1.5530655201148418 1.0375250393591375 0.70531961199958448 0.58691571939789333 0.56554266211546889 0.15467050958738315 0.096739905420690775 0.14420737315080334 0.43882098937501712 0.71807845295234063 0.73647978276130732 0.65326444813058504 0.99224422650877397 0.25107726499481942 1.3667111126706004 0.60164967445962247 0.073135091457515955 0.080516517897194717 0.62632656678579479 22.193178024297595 38.974929559012097 1.3298148299672901
leaf_count=67 24 24 22 14 34 21 12 12 39 36 24 11 37 58 4 235 44 34 26 17 39 6 10 32 4 12 27 1122 823 30
internal_value=-6.71266e-06 0.00252172 -0.00063581 -0.000271536 -0.0136389 0.00253068 -0.00181566 0.00185637 0.0195011 -0.000581313 0.00183732 -0.00146004 -0.0221026 0.00223974 -0.0355049 0.00150209 0.0047143 0.00180452 0.00672316 -0.00177676 0.00553624 -0.0174664 0.0165434 0.0133499 -0.0194885 0.00328341 1.14509e-05 0.00329869 -0.00177543 -0.0358611
internal_weight=82.6251 16.462 66.1631 15.0645 2.61071 12.4538 9.91459 9.61908 2.53925 9.32532 8.2878 7.58248 1.15246 6.43002 0.395618 0.240947 6.0344 5.59558 4.8775 4.14102 3.48776 1.1288 2.35896 0.877725 0.276076 0.202941 64.7995 22.8195 41.98 3.00503
internal_count=2900 852 2048 828 48 780 720 708 60 696 660 636 48 588 297 239 291 247 213 187 170 121 49 115 83 79 2024 1149 875 52
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 0 0 1 0 1 1 1 1 2 1 2 1 2 1 1 1 2 2 1 1 2 1 2
split_gain=0.0124314 0.0514406 0.0478318 0.0243342 0.0405172 0.0457297 0.0866479 0.052918 0.0240927 0.0200247 0.0644277 0.0943508 0.0907661 0.0817561 0.0569553 0.0504245 0.0361766 0.150871 0.0355167 0.0650628 0.0332921 0.105919 0.0398817 0.175871 0.178196 0.10581 0.109537 0.139037 0.0892327 0.188583
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.49901200560000009 0.66697104880000013 0.64899254515000016 0.6461932277500001 0.63075955810000017 0.45664800455000004 0.60665848330000005 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.47383311875000006 42.467547400400008 0.45206730335000006 39.091773401050006 0.44705248345000009 42.207998345450008 0.43967246490000006 0.44286099220000008 0.42829556000000008 42.297164883650005 44.086690780350004 0.42970270350000012 0.4355408521000001 41.061442884200012 0.42194844465000009 41.941595803500007
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 6 7 8 -6 16 11 15 -13 -14 -12 -11 18 -18 20 -20 22 -22 28 25 -25 -24 27 -27 -1 -30
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 14 12 13 -15 -16 -17 17 -19 19 -21 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=7.9835826844784803e-05 -0.10403917486826758 -0.029678103784473206 -0.10167315994285148 0.069588232098216463 0.022564862693461172 0.036838642532940231 -0.10697511829875102 0.10009931185227949 -0.10203355223717858 0.031754359893046695 0.0931467379800172 -0.10536208092295687 0.0079462849629428987 -0.10179749323273013 0.015313601735731146 -0.0050339266713256845 0.024502521732261091 -0.047988509959328407 -0.0022091333919486665 0.045150603621280837 -0.063361561274852318 0.0074807259294386629 0.072278209079016248 -0.056963205370924697 0.04729687186838738 -0.03660676889821763 0.038496929832459996 0.037490344609837196 -0.05227800659708122 0.020157622594314931
leaf_weight=70.99471720010142 0.057086030319637326 0.17854790571274748 0.047983960583501073 0.10165980411693454 0.032272410642576688 0.16855802293373756 0.089804648973981216 0.050979515647895823 0.029894060728530292 0.83642077467813514 0.15545216849773158 0.13018608837345613 0.39148405591046753 0.08212287730899348 0.23789395892026732 0.67186359623201497 0.49486575544641087 0.68383866395083714 0.70895816975197934 0.49095807348166431 0.33946918481408417 0.55791583591345528 0.3859263602644204 0.60964550686185237 0.22422404317683231 0.64020172241504292 1.0305572524859199 0.41896209918195382 0.9345073900779528 0.58404222136050521
leaf_count=1818 23 26 129 3 14 35 58 7 32 43 14 55 40 82 85 22 23 33 22 31 22 32 17 26 55 51 36 9 28 29
internal_value=-5.42181e-06 -0.012763 -0.00531612 0.00177836 0.0136483 -0.00165911 -0.0336329 0.0245792 -0.0373509 0.00011289 0.00891467 0.00199432 -0.031411 -0.0110832 0.0460736 0.0153671 -0.000165903 -0.017554 9.71282e-05 0.0171686 -0.000169872 -0.019318 5.67514e-05 0.010792 -0.0289281 0.0241709 0.0152865 -0.00729697 -0.000433208 -0.0244189
internal_weight=82.361 0.756786 0.6997 0.651716 0.473168 0.371509 0.202951 0.113146 0.0621665 81.6042 2.50542 2.11208 0.603793 0.473607 0.393346 1.50828 79.0988 1.1787 77.9201 1.19992 76.7202 0.897385 75.8228 3.30952 0.83387 2.47565 2.08972 1.05916 72.5133 1.51855
internal_count=2900 327 304 175 149 146 111 53 46 2573 341 242 177 122 99 65 2232 56 2176 53 2123 54 2069 194 81 113 96 60 1875 57
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 1 1 0 0 2 1 1 1 0 2 1 0 0 0 2 2 2 2 1 2 0 0 2 0
split_gain=0.0119738 0.102254 0.0652096 0.0796379 0.0465226 0.0309428 0.0533383 0.266632 0.0410054 0.0769344 0.0404766 0.0514454 0.0614173 0.0762655 0.043113 0.0286493 0.0257592 0.0990842 0.072635 0.0289029 0.0970908 0.167211 0.14496 0.176523 0.125508 0.0619969 0.0383345 0.052913 0.142684 0.18146
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 48.988717865950008 0.31100865245000009 0.36106703390000006 0.61802041855000012 0.66697104880000013 52.932444045400004 0.48627286610000009 0.45280081435000008 0.39745815990000005 0.61532588845000014 44.921040431000009 0.32600820335000008 0.42646926740000007 0.3972336157500001 0.47305469895000007 38.175120519550006 37.858673296900008 42.131954243650007 38.994321257850011 0.33960061075000009 43.673409002000007 0.47512050540000011 0.47727612945000003 41.395309858300003 0.47694679800000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 16 -7 -8 10 -10 11 12 13 -9 -12 -1 17 18 -2 20 21 24 23 -22 -18 -24 -21 28 -28 -30
right_child=5 -3 -4 -5 -6 6 7 8 9 -11 14 -13 -14 -15 -16 -17 19 -19 -20 26 22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10079807579497926 0.010171923185904206 0.063599710690119091 -0.1126259277187576 -0.10691309315318338 0.10235318584241367 0.006048227772693821 -0.11598159283223933 0.037997260313396855 -0.10468501887974387 0.036260021197882839 -0.10735194192056219 -0.038548153902485956 0.07059254223825738 -0.1009213614799063 0.029634593777804787 0.028756269983298312 0.032358277937987227 0.0357455879050926 -0.032308916288040633 0.014162822210330821 -0.0084240203789342685 0.083090055313577452 0.04355522328969097 -0.10844733586680975 -0.10344243656059429 -0.021895098301261275 -0.039165269999897355 0.0004520319879073695 -0.020820691191421728 0.030042564498769159
leaf_weight=0.024848845093727756 1.1989795559188672 0.23343555975998243 0.066905771382153034 0.049998470931313932 0.064880788326263428 0.84036504663526912 0.2583502492542491 0.12580955631165125 0.090785705420785234 0.067538301731474348 0.05335764453803904 0.10912622559408192 0.24935642979107797 0.057618005164897568 0.040347907692193985 0.054519348195753992 0.14778697213773995 0.95475729648023833 0.60588966510113085 1.9055846477922376 0.35714123905654538 0.2486159708323612 0.27935681720629191 0.34872135077057465 0.12614776185357002 0.30030385562076845 1.2653658980270837 69.199304167509894 1.6224015810843186 1.2355996013720867
leaf_count=93 27 20 3 3 1 7 14 25 22 40 48 23 13 42 2 7 29 31 38 37 9 6 25 47 47 21 21 2102 66 31
internal_value=-5.85201e-06 0.0155067 -0.027482 0.00184467 0.0395414 -9.97736e-05 -0.0127371 -0.0277391 0.000975269 -0.0445603 0.0123176 0.0228112 0.0382829 -0.00563966 -0.048368 -0.011805 0.000199966 0.00969285 -0.00408878 -0.000140092 -0.0126342 0.0237118 -0.0274085 -0.0578391 -0.0301784 0.00964748 0.000160198 -0.000203717 -0.0112086 0.00116902
internal_weight=82.1832 0.494589 0.261153 0.194247 0.144249 81.6886 1.89266 1.05229 0.79394 0.158324 0.635616 0.54191 0.432784 0.183428 0.0937056 0.0793682 79.796 2.75963 1.80487 77.0363 1.80807 0.522551 1.28552 0.705863 0.273935 0.579661 75.2283 73.3227 4.12337 2.858
internal_count=2900 127 107 104 101 2773 236 229 215 62 153 103 80 67 50 100 2537 96 65 2441 184 82 102 56 76 46 2257 2220 118 97
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 0 2 0 1 1 2 0 2 2 2 1 2 0 0 2 0 0 2 2 0 1 1 0
split_gain=0.012024 0.198574 0.175543 0.172601 0.101302 0.100361 0.266423 0.263889 0.407508 0.191715 0.158308 0.133241 0.088687 0.483962 0.177184 0.188594 0.185903 0.260053 0.718438 0.375534 0.348933 0.369025 0.338854 0.325273 0.225133 0.631617 0.2357 0.384813 0.210635 0.0906603
threshold=0.3465914194000001 0.48607826115000008 0.34744468730000005 0.48368312325000012 0.34829795515000012 0.47976108500000009 0.47778509625000004 0.49588335680000006 40.712530798250008 0.4622167001000001 0.35675578575000005 0.36106703390000006 39.468990633150007 0.47778509625000004 40.12915366295001 40.532725462000009 40.922041107600009 0.34479506600000004 41.590548329450009 0.48140774230000011 0.47997065955000012 41.348489042950007 0.47577916830000005 0.48101853240000009 43.968221017800005 41.966555987550002 0.47760546090000006 0.34506451900000007 0.34193587020000005 0.3972336157500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -4 6 9 8 -7 -6 -9 -12 13 -1 -14 -16 -17 18 -18 20 21 -19 28 -22 25 -23 27 -27 29 -20
right_child=2 -3 4 -5 5 7 -8 10 -10 -11 11 -13 14 -15 15 16 17 19 22 -21 23 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0079495192784041959 -0.032286937727517499 0.024707036900984428 0.02971168676411964 -0.028892783072047151 -0.082915223085413409 0.0058492192387191392 0.093515016099339862 0.032819947512281837 -0.082839530602670297 0.022758727604821373 -0.045779493662055609 -0.00012828968802973081 -0.026638159424149134 0.080322950374869737 0.032104400797982456 -0.029126645158745825 0.072478783412922479 -0.065752193691151178 0.0034150449137000565 -0.035772530803605394 0.049345415126182297 0.018372728119295353 -0.066465816001487751 -0.0040495893934730737 0.032876671616058492 -0.10982806775117965 -0.096152792277195115 0.0070577018419428449 0.040387818799464154 -0.037299949959961574
leaf_weight=2.1933190415817729 1.7366644446738053 3.3075698334723702 1.128259274879382 2.0767644143197677 0.22838793032695892 1.0912745304547109 0.4091585639398545 1.4438539496040892 0.9863534094897658 0.69143569430815432 0.65085800481028755 36.140000336857341 2.4407764281277222 0.86646172124892462 1.8734319613922732 2.1188663425100485 1.7889009489335901 1.0455862940761997 2.5695396755955078 3.2337394566275171 2.4378399439156055 2.9451918725535506 0.68293822748620403 2.1445317706093192 1.457517883791297 0.40006589289987482 0.79506572428181232 0.95166916038022009 1.46516992355464 0.6947767719548209
leaf_count=124 22 35 12 26 60 30 7 33 32 24 13 1829 39 18 24 30 24 18 124 35 26 35 18 19 25 22 50 55 17 74
internal_value=-8.84455e-06 0.00131058 -0.00112025 -0.000953338 0.000145272 -0.000655821 0.0263825 -0.0015472 -0.0362557 -0.00347962 0.000338825 -0.000935894 0.000853949 0.0170473 -0.000851921 0.00151376 -0.00080352 0.00185045 0.0175385 -0.00548023 0.00256392 -0.0105844 -0.000620253 0.0243568 -0.00177725 -0.0116965 -0.0529484 -0.0275364 0.00888785 -0.00525073
internal_weight=81.996 37.4897 44.5062 34.1822 42.7696 41.6413 1.32898 40.3123 2.07763 0.919824 38.2347 36.7909 32.1054 3.05978 29.0456 26.6048 24.7314 22.6125 7.20133 15.4112 12.1775 7.5951 5.41242 4.58237 6.54951 5.09199 2.1468 1.35174 4.72949 3.26432
internal_count=2900 838 2062 803 2040 2028 91 1937 62 84 1875 1842 777 142 635 596 572 542 257 285 250 205 233 45 187 162 127 77 215 198
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 0 1 2 1 0 1 1 0 0 0 0 2 1 0 1 1 2 2 0 1 2 2 1
split_gain=0.0145359 0.13492 0.404216 0.284372 0.0884863 0.298337 0.0908724 0.307896 0.252301 0.606939 0.0822007 0.0889399 0.245093 0.187408 0.0710029 0.111497 0.350005 0.191675 0.102321 0.095909 0.15134 0.186351 0.23896 0.0775808 0.273841 0.506858 0.445618 0.291213 0.385379 0.224183
threshold=0.34515433670000012 0.48368312325000012 0.48119816770000007 0.47976108500000009 0.47943175355000006 0.47851860725000006 0.34458549145000011 0.47739588635000008 0.34500464060000008 41.468518788800004 0.34518427590000006 0.47694679800000012 0.35675578575000005 0.35814795965000007 0.47715637260000004 0.47760546090000006 0.47778509625000004 0.47886290830000006 40.621691032550004 0.3453339720000001 0.47943175355000006 0.34542378970000004 0.34545372890000009 41.872669623500009 41.322103772800006 0.49128768600000011 0.36501901140000009 41.289992964000007 41.21013581150001 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -2 12 -12 -14 -13 -16 -17 18 -18 -19 -21 -22 -23 24 27 -26 -27 28 -24 -25
right_child=10 -3 -4 -5 -6 -7 8 -9 -10 -11 11 14 13 -15 15 16 17 19 -20 20 21 22 23 29 25 26 -28 -29 -30 -31
leaf_value=0.00033173648187759399 0.02708764227547605 -0.028766937342144906 0.046021363194579931 -0.05848888183147271 0.027081652927296876 -0.059900476158816468 -0.090361759670210262 0.067369721495951634 0.022278499944987692 0.0068923738612155202 -0.10541766924720319 0.030522619410763042 0.059616239566233367 -0.044709719963837678 -0.029320614478808543 0.062729635022215027 -0.011460346523277785 0.023503497482744468 -0.079085847567856249 0.040163691699571596 -0.039745510914749323 0.078071050848099996 0.00072649060409976098 0.022456428516895652 -0.058937374482078676 0.1051207096517694 -0.013563335641783825 0.068294150801333026 -0.067792187259422973 -0.0017321564460595958
leaf_weight=7.3119461276470172 1.1608559142623551 1.7643245885556087 1.7342790292741472 0.93107705470174629 1.0104636745527393 0.87908125858098252 1.0227749485409003 0.75594220776110876 1.4452333644874498 1.7222394618438555 0.2974986515001764 0.78866620088683603 0.31774404239381226 0.37588171665174741 1.2426953829781258 0.90288517996668716 0.43899641348980267 1.7874164344975714 0.45629930215727654 0.92102690122555841 1.1963035973603826 0.39081572368740936 26.859769846100868 5.1546831707237315 2.3000762260053298 0.39477532263845194 1.5926248735406998 0.61338392570280476 0.84673950093610884 14.927906822511828
leaf_count=355 17 17 20 14 9 16 19 10 26 42 72 17 10 54 21 9 11 22 29 15 19 5 1014 57 23 7 88 6 18 858
internal_value=-1.34762e-06 -0.00245938 0.000301274 -0.00495721 -0.00143422 -0.00362755 0.000408012 0.00661304 -0.0115391 -0.0293439 0.000723855 0.000228685 -0.0294862 0.00308111 0.000712959 0.0003213 0.000947934 -1.58015e-05 -0.0459266 0.0007055 -3.27416e-05 -0.000714834 0.000164816 -0.000413035 -0.00342441 -0.0269769 0.010012 0.000141299 -0.00136751 0.00447643
internal_weight=81.5444 18.5774 16.813 15.0788 14.1477 13.1372 12.2581 8.06789 4.19025 2.74501 62.967 61.8062 0.991124 0.693626 60.8151 60.0264 58.7837 57.8808 0.895296 56.9855 55.1981 54.2771 53.0808 52.69 32.6074 4.28748 1.9874 28.3199 27.7065 20.0826
internal_count=2900 528 511 491 477 468 452 365 87 61 2372 2355 136 64 2219 2202 2181 2172 40 2132 2110 2095 2076 2071 1156 118 95 1038 1032 915
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 0 1 1 0 2 0 1 0 1 0 1 2 0 0 1 1 1 0 2 1 1 2 2 1
split_gain=0.011836 0.188243 0.0719722 0.445628 0.243044 0.175222 0.148906 0.0929583 0.212965 0.174502 0.154736 0.45688 0.680649 0.314689 0.198679 0.0863103 0.0829545 0.382972 0.338807 0.125391 0.214922 1.28574 0.296178 0.457805 0.133373 0.2055 0.554599 0.172939 0.423443 0.303306
threshold=41.322103772800006 41.395309858300003 0.35585760905000008 0.34632196640000007 0.48543456785000005 40.166811829450005 0.48077901860000011 0.34554354660000003 0.34542378970000004 0.48543456785000005 40.532725462000009 0.48077901860000011 0.34503457980000002 0.47943175355000006 0.34491482290000003 0.49588335680000006 0.37852160115000005 37.797539186950011 0.50449088350000015 0.51484985480000012 0.38042274180000007 0.38573695400000008 0.38906020780000011 0.52161611930000007 40.823855932350007 0.41917906650000009 0.42440346100000009 39.420767558750008 39.344049039350004 0.38991347565000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -4 8 9 10 13 12 -12 14 -1 -6 17 -17 -19 -18 -21 -22 -23 -24 27 -26 -27 28 29 -25
right_child=1 -3 4 5 15 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 19 18 -20 20 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0045908766179402656 -0.033325680671290409 0.00024627546114266096 -0.011583957546150997 0.026927757236752028 0.041110343357464704 0.10292143928119087 -0.11355382724376675 -0.016979372704899836 0.048487240743631588 0.043500851637915589 -0.038776613437452354 -0.060194998908726809 0.062096930614132712 0.047422304687020751 -0.048286906256004097 0.0088723405645175155 0.032476403119036906 -0.09610116507510251 -0.011318787991338317 0.056279859290177772 -0.1755068045117856 0.046911413057934816 -0.10176634471679132 0.10668372663851354 -0.024661037534526902 0.10538191493692839 -0.0055505498684648149 -0.016923045589498694 0.094665132778725028 -0.0044267888455507354
leaf_weight=3.8705123417639555 1.7462197236253292 38.357506569828431 0.2667066095582119 0.61038466177572448 0.48578869266202929 0.60330608836375177 0.30927431581221754 2.2643647105433038 1.0347703549778078 0.89462968800216991 1.4497898063291361 1.5640254616737364 1.2419088732858652 1.5009746439754961 0.87035016163107304 3.0913446012127705 1.2259963350370551 0.83058414654806245 1.0897971726953981 0.64095565862953918 0.42004258837551134 1.3297227085568053 0.44901765707982022 0.25572398630901894 0.70526575861731666 0.74903274327516545 1.1314153985878475 5.4632167546365054 0.50876149674877513 6.2551815028433042
leaf_count=143 22 1518 37 23 14 19 9 27 14 10 30 12 16 20 24 51 23 16 32 8 6 23 14 2 15 8 51 179 7 527
internal_value=6.76291e-06 -0.00121553 0.00119906 0.00646643 -0.00212442 0.064703 -0.0663369 0.00165535 0.00505086 0.00110546 -0.00250758 -0.0172111 0.00776491 0.00751737 -0.00511668 -0.000622902 -0.00146252 -0.0129153 -0.047988 0.00153722 -0.000580863 -0.0026915 0.00161718 -0.00226414 0.000700853 0.021372 0.0386368 -0.00358099 0.00680277 -6.27839e-05
internal_weight=81.2166 40.1037 41.1128 15.905 25.2078 1.21369 0.575981 14.6913 12.427 11.3922 10.4976 4.25572 2.6917 6.24184 4.74086 24.6318 24.1461 5.01173 1.92038 19.1343 17.9083 17.2674 16.8473 15.5176 15.0686 2.58571 1.88045 12.4829 7.01967 6.51091
internal_count=2900 1540 1360 338 1022 42 46 296 269 255 245 58 46 187 167 976 962 99 48 863 840 832 826 803 789 74 59 715 536 529
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 1 1 2 1 1 1 0 2 0 2 0 1 0 1 0 1 1 2 0 1 2 2 1
split_gain=0.013089 0.176909 0.297621 0.0840154 0.145058 0.192346 0.110514 0.0874522 0.147643 0.226847 0.133354 0.190054 0.159977 0.179341 0.349954 0.213153 0.108977 0.0783922 0.0590575 0.076285 0.148611 0.141671 0.324676 0.132339 0.0910882 0.378603 0.304631 0.317067 0.180279 0.192301
threshold=0.42829556000000008 0.54017843775000018 0.54384599265000022 0.42067602765000006 41.134354310300004 42.178283198950005 0.41985269900000005 0.40621538280000008 0.41753240920000007 43.968221017800005 0.39971857130000005 0.4019490434500001 0.39584144190000009 0.53592706805000012 43.633733172900008 0.52161611930000007 39.685256516350002 0.54191491270000014 0.39458399450000009 0.52366695610000014 0.39024280710000009 0.52772372085000019 0.38991347565000006 0.38906020780000011 40.21994457600001 0.51484985480000012 0.37852160115000005 40.12915366295001 39.685256516350002 0.36927038110000004
decision_type=2 2 2 2 2 2 2 2 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 10 9 -9 12 -12 18 14 15 -14 -17 -10 19 20 23 22 -21 24 26 -26 27 28 29 -1
right_child=1 2 -4 4 5 -7 -8 8 17 -11 11 -13 13 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0022381255819668949 -0.10326613754311982 0.095087430519072993 0.0017058300608258196 -0.043221485201888794 0.05660990571677979 -0.028739702187674833 0.028325435325063195 -0.10533601017909122 0.017961580909275267 0.01416545475922024 0.073302745860427829 0.001104763991335707 0.03697295764409058 -0.088407300635032382 0.072586769541759841 -0.0061611644383701121 -0.10759988381842177 -0.024170944721880305 0.023296885253487845 0.014090721802169562 0.02494842517590902 0.00039795153960899747 -0.10962349362612506 -0.026605663486879566 -0.00022075319277987276 -0.058797315759279878 0.043432899615991727 0.061939500045797062 -0.032069307078034084 0.045056793471310655
leaf_weight=8.4005632038037064 0.15281716784244181 0.35452993912622233 9.1483628016464831 1.2024880861571881 0.45643226732499875 0.62644233623723267 1.3669626904884342 0.40967994581654865 0.85293268423993118 0.25944823707419573 0.60088378132240794 0.92725787250401481 0.20910543838726769 0.4159299407765501 0.34261139377485961 0.14257674348846194 0.41179587204533163 0.91573196088211262 1.1050777569125774 0.4075006210332498 2.4208275715629375 1.5659241388748339 0.44247689815529156 1.8572195048909623 39.08592716283178 1.1354627627388243 2.0182934137992552 0.80746939158416431 1.7858964127599399 0.95772466302150938
leaf_count=263 71 8 946 37 8 34 22 54 19 37 22 34 4 21 13 27 43 26 23 18 35 63 53 20 851 39 37 12 37 23
internal_value=1.8397e-05 0.00347318 0.00518967 -0.000450577 -0.0193136 0.00723521 0.000175592 -0.000394662 -0.0189897 -0.0590004 0.000302301 0.0294939 -0.000400064 -0.0324297 -0.01138 -0.0490602 -0.0815113 -0.00385267 0.000386343 -2.94872e-05 0.000690026 -0.0174431 -0.0503118 -0.000357734 0.000541823 -0.00187439 0.00749843 0.00143012 -0.00295418 0.00260202
internal_weight=80.7864 9.65571 9.50289 71.1306 2.28536 1.08287 68.8453 67.4783 2.43779 0.669128 65.0405 1.52814 63.5124 1.52202 1.10609 0.763478 0.554373 1.76866 61.9904 60.8853 58.4694 2.4159 0.849978 56.0486 54.1913 40.2214 13.9699 11.9517 11.1442 9.35829
internal_count=2900 1025 954 1875 79 42 1796 1774 136 91 1638 56 1582 108 87 74 70 45 1474 1451 1317 134 71 1282 1262 890 372 335 323 286
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 0 0 0 1 0 1 1 2 1 2 0 0 0 1 1 0 1 1 1 1 0 0 1 0
split_gain=0.0110279 0.125178 0.355766 0.240049 0.100082 0.199218 0.297121 0.153361 0.0834217 0.074148 0.0743629 0.227458 0.15565 0.0556884 0.0891416 0.175141 0.12888 0.0552225 0.168904 0.139276 0.0793663 0.125916 0.170667 0.114548 0.776639 0.145527 0.195169 0.114971 0.111408 0.101212
threshold=0.34515433670000012 0.48368312325000012 0.48119816770000007 0.47976108500000009 0.34503457980000002 0.47943175355000006 0.47760546090000006 0.47727612945000003 0.47694679800000012 0.34518427590000006 0.47694679800000012 0.35675578575000005 0.35814795965000007 48.919835655300012 0.31100865245000009 48.680511450650009 0.39614083410000006 0.47778509625000004 0.47886290830000006 0.3459626957000001 0.3453339720000001 0.47943175355000006 0.34542378970000004 0.34566330350000002 0.34569324270000007 0.34587287805000005 0.48181192180000004 0.48368312325000012 0.3459626957000001 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 13 -2 11 -11 -13 14 16 -16 -1 -12 19 -19 -20 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=9 -3 -4 -5 -6 -7 -8 -9 -10 10 17 12 -14 -15 15 -17 -18 18 20 -21 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.036190841830418874 0.025823083725268932 -0.027550764716499448 0.044030365048169269 -0.053938614769048279 -0.026834617941874386 0.048351541825604506 -0.038906812618695025 0.04284666307067387 -0.036416082372139502 -0.10491630203271539 0.014104822033511322 0.055783816558683391 -0.040430049564400918 -0.012851160064061833 0.0048546854662837834 0.06109977170605857 -0.086537414367025153 -0.085036170669613012 0.021506574620256912 -0.0044346079144438402 0.037018537185278533 -0.038230982580873749 0.022121374900602564 -0.12263675332813205 0.019880755511221287 -0.035560525779744806 0.032272866585745436 0.042983850546897684 -0.041857727703958389 -0.0006586965381347958
leaf_weight=0.13678414692741991 1.1486598320625478 1.7532682309683867 1.690138948922139 0.91713352687656957 1.3677883226855563 0.85159418452531177 1.8188534636444735 0.96856664796359915 0.55965651059523303 0.27158891919712758 2.8893271334873125 0.30876564171315835 0.3691824098736447 1.6813718334190637 5.8255544045105339 0.61176666617393483 0.22850764909981081 0.4221742584304583 1.7600283744977776 0.43556168302893639 0.90026186022441734 1.1843969332403492 2.271159663447178 0.51812172401696344 3.5705883596092454 1.5847233968961507 1.0871805523784122 0.57728961110114951 0.60485558251229932 42.112228530217422
leaf_count=102 17 17 20 14 28 6 32 9 13 72 47 10 54 28 231 4 24 25 22 15 15 19 29 10 33 27 12 3 9 1953
internal_value=1.44264e-05 -0.00213468 0.000540424 -0.00437046 -0.00113493 0.00163671 -0.00172581 0.00502863 0.000978349 0.000652442 0.000177435 -0.0275882 0.00338973 0.00344512 0.007473 0.0101999 -0.0405816 0.000617445 -6.58866e-05 -0.0441064 0.000606617 -6.94342e-05 -0.000693403 0.000156257 -0.000840373 0.000433534 -0.0010771 0.000154197 -0.000652346 -0.00124206
internal_weight=80.4271 18.411 16.6577 14.9676 14.0504 12.6827 11.8311 10.0122 9.04364 62.0161 60.8674 0.949537 0.677948 8.48398 6.80261 6.43732 0.365292 59.9179 57.0286 0.857736 56.1708 54.4108 53.5105 52.3261 50.055 49.5369 45.9663 44.3816 43.2944 42.7171
internal_count=2900 528 511 491 477 449 443 411 402 2372 2355 136 64 389 361 235 126 2219 2172 40 2132 2110 2095 2076 2047 2037 2004 1977 1965 1962
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 2 2 0 0 0 1 2 2 0 0 0 2 0 1 1 1 1 1 1 2 0 1 2
split_gain=0.0126454 0.0940291 0.0520463 0.0667987 0.0447939 0.0246944 0.0205519 0.0468854 0.0360116 0.0557344 0.0528575 0.0320052 0.0301473 0.0269652 0.060124 0.174235 0.0881543 0.0741308 0.246625 0.0416845 0.194151 0.197816 0.0416531 0.0410795 0.0374536 0.0216533 0.168121 0.182486 0.310953 1.07721
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 44.921040431000009 48.988717865950008 49.49736495185001 52.932444045400004 0.5810754169000002 0.61532588845000014 0.61532588845000014 0.39685937550000011 48.852845034800005 48.461603274950008 0.41856531240000011 0.39614083410000006 0.43780126340000008 39.995120105550008 0.4588185982500001 0.32272985840000007 0.33263974130000007 0.34307356065000005 0.31810424840000007 0.34392682850000006 0.34515433670000012 40.21994457600001 0.48368312325000012 0.34479506600000004 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 2 3 4 5 -1 13 -8 9 12 -11 -10 -9 14 15 16 -2 18 -17 20 -19 -22 -21 -20 -24 26 -26 28 -28 -30
right_child=6 -3 -4 -5 -6 -7 7 8 11 10 -12 -13 -14 -15 -16 17 -18 19 23 22 21 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.1007504822268724 0.10351144478387642 0.062542575285740074 -0.11036693380192229 -0.10616803275573952 0.10204101827931858 0.022311102396598538 -0.02434943352797489 0.011522965643600828 -0.10661298078648918 -0.10234955292616321 0.0058641113262520713 0.009552741566072654 0.061710482763016897 0.015196255564301661 -0.026424688313278523 0.023527254817456249 0.017489155490033669 0.10314935024409994 -0.12107164325021376 -0.022549506490793486 -0.1028845988095049 0.041747739779996573 0.021200561475565954 -0.054927362823908601 0.019040047615157183 0.00073848255828939556 0.017809015389288668 -0.041405360292365828 -0.05501450639102419 0.051787595669739152
leaf_weight=0.023431945016169631 0.23830800611130598 0.22645993318201363 0.05752238049171865 0.045155270432587713 0.056618977338075638 0.053620988212060183 1.0521947333829746 0.2599601661751193 0.048594126566158025 0.06449074059855775 0.15041746098904696 0.046329035452799872 0.22181864796590389 1.1753047762904305 0.85573304605350031 0.40278606601049105 0.23821256753462094 0.21324850060045264 0.19418489868257893 0.81334253267414069 0.15597155680006836 0.24019517093464415 0.83997772261500259 0.18180162127868016 2.5278313346207204 60.157601067453008 3.6222636332968232 1.5467995423823584 3.0317345618532272 1.3716193783911874
leaf_count=93 24 20 3 3 1 7 40 27 48 30 51 6 34 22 19 31 50 4 8 43 22 33 12 37 32 2068 41 12 51 28
internal_value=1.25954e-05 0.0164945 -0.0276268 -0.00101229 0.03451 -0.0151122 -8.31723e-05 -0.0105179 0.00786665 0.0157395 -0.0266092 -0.0499161 0.0346301 0.000164102 -6.64469e-05 0.000231215 0.0605089 -0.000150243 -0.030843 0.00017051 0.0262169 -0.0151943 -4.42485e-05 -0.0890887 0.000206162 -3.78919e-05 -0.00389772 -0.00995499 -0.00389348 -0.0217463
internal_weight=80.1135 0.462809 0.23635 0.178827 0.133672 0.0770529 79.6507 1.8438 0.79161 0.696687 0.214908 0.0949232 0.481779 77.8069 76.6316 75.7759 0.476521 75.2994 0.778773 74.5206 0.609415 0.396167 73.9112 0.375987 73.0978 72.2578 12.1002 9.57242 8.02562 4.40335
internal_count=2900 127 107 104 101 100 2773 236 196 142 81 54 61 2537 2515 2496 74 2422 76 2346 59 55 2287 45 2244 2232 164 132 120 79
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 1 1 1 0 0 1 2 0 0 0 0 2 2 0 2 1 2 1 1 1 2 0 0 0
split_gain=0.0112968 0.0618097 0.295951 0.0806814 0.049124 0.0442503 0.177208 0.0334625 0.0318285 0.295175 0.197851 0.0543265 0.137352 0.0356622 0.0538333 0.102431 0.0753549 0.0956942 0.0664907 0.0385289 0.133185 0.121814 0.100527 0.0648709 0.0315776 0.0502793 0.0410219 0.0261132 0.0259507 0.139668
threshold=44.157169339850007 44.758188263300006 0.47760546090000006 0.47976108500000009 44.921040431000009 43.874475754150005 0.34554354660000003 0.35877668335000007 0.37852160115000005 0.53136133645000017 0.47727612945000003 0.31123319660000009 48.852845034800005 0.53321756835000012 0.54191491270000014 0.54384599265000022 0.57811143375000007 50.065525775750011 45.673096293200011 0.61802041855000012 47.480720532750006 0.49703601690000004 48.852845034800005 0.49901200560000009 0.52041855035000018 0.52332265500000019 48.461603274950008 0.58859016195000013 0.56276758185000009 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 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 28 -7 -8 10 -10 11 -6 -13 -11 -15 -16 17 -17 -18 20 -20 -21 -22 -23 -25 -26 -27 -24 -1 -30
right_child=1 4 3 -5 8 6 7 -9 9 13 -12 12 -14 14 15 16 18 -19 19 21 22 23 27 24 25 26 -28 -29 29 -31
leaf_value=-0.0005299705057703665 -0.11623025800506603 0.040670637942521459 0.034251623468866274 -0.02533142382607469 0.0055635649631082737 -0.026673993460779678 0.046621780839445341 0.018072956490466949 -0.10831065963681681 0.037434828141459653 0.054723486130260048 -0.051871143618488824 0.010867217585892241 -0.045743619120738654 0.077038540762598029 -0.10342312093809714 0.054117202841149931 0.029482189328515703 -0.04810846679774583 -0.10470673590931626 0.092800471188298317 0.076336692037181048 -0.013528793152697503 -0.050210675658921726 0.1016166580253109 0.013101886069839128 -0.10159210755080256 0.034086114308924047 0.067701840728615487 0.0020031056217295145
leaf_weight=65.129343131427703 0.27178358099166444 0.28565153405565968 0.4285072386264801 0.48390731728915171 1.8144223886592961 0.74426440252545889 0.80971660953946389 0.83286891854731948 0.274094333295125 0.23970413720235262 0.64818053797489472 0.70184201682241087 0.69401478477095679 0.26279656783208372 0.16860226122662458 0.15483886231413668 0.22242130059748877 0.083331313239398241 0.29210459353635065 0.14307613851451606 0.19711639266461134 0.091442737728357315 0.25924907861462998 0.16533599523245357 0.04522242397069931 0.11506814937683885 0.042777045817274484 0.20726148468338579 0.35408395863486664 3.7562908218643605
leaf_count=1625 28 11 3 46 33 23 12 31 90 7 41 33 13 21 4 33 7 33 9 15 6 2 32 18 1 27 48 33 10 605
internal_value=1.33212e-05 -0.00348081 -0.0246331 0.00265122 4.29074e-05 0.000417863 0.0138049 0.0321462 -0.00165804 -0.00945022 0.00432867 -0.00584643 -0.0206779 0.000621741 -0.00297905 0.00215768 -0.00409469 -0.056922 0.00296952 -0.0043293 0.00815836 -0.0241243 0.032925 0.000948045 -0.0177644 0.00865303 -0.0179809 0.00762558 -4.36202e-05 0.00766265
internal_weight=79.9193 8.29275 1.1842 0.912415 7.10855 71.6266 2.38685 1.64259 6.8229 2.96444 3.85846 3.21028 1.39586 2.69035 2.45064 2.18785 2.01925 0.23817 1.78108 1.55865 0.955732 0.602922 0.663627 0.459846 0.368404 0.203068 0.157845 0.466511 69.2397 4.11037
internal_count=2900 594 77 49 517 2306 66 43 506 386 120 79 46 296 289 268 264 66 198 191 80 111 71 96 94 76 75 65 2240 615
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 2 1 1 1 1 2 2 2 1 0 0 1 2 0 2 1 2 2 2 1 2 0 2 1
split_gain=0.0106689 0.0786971 0.0473269 0.0606694 0.0394931 0.025302 0.017234 0.0467245 0.240317 0.0846977 0.0424297 0.0290289 0.0555618 0.0405057 0.0232639 0.0710809 0.0422894 0.0598356 0.0505905 0.0512414 0.034524 0.0282593 0.0643649 0.166634 0.15084 0.0749503 0.0264707 0.0406156 0.0699655 0.0693438
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 0.37331217625000007 48.988717865950008 0.31100865245000009 0.36106703390000006 0.50525433370000017 0.49901200560000009 50.448116877400004 49.842240509300005 51.779769178100004 0.47976108500000009 0.59665878265000016 0.66294422320000013 0.57987784795000008 45.027406014450008 0.62406814170000013 42.541806567400009 0.46208197360000008 42.027086531450003 41.558544840500012 40.621691032550004 0.46419268885000003 48.852845034800005 0.57507260265000015 40.922041107600009 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 3 4 5 -1 14 -8 -9 10 11 12 -10 -13 21 -16 18 -18 19 20 -17 26 23 24 25 -23 27 29 -29 -2
right_child=6 -3 -4 -5 -6 -7 7 8 9 -11 -12 13 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.026569644496411533 -8.4669192325550829e-05 0.058000395741236416 -0.10934591876018095 -0.10558616354831366 0.10183280009077511 -0.10077931870225088 0.0074937502963436488 -0.11357306166009103 -0.019651269275663963 -0.10157589602320863 0.066271716884792872 -0.00084466540251635399 0.058934893777763411 -0.10495990888264109 -0.10293424751642338 0.052910061616303641 -0.10603712394345854 0.0020822176792228224 0.04074086605825139 -0.1017268798853684 -0.10090355350079394 0.10097849684239352 -0.029954737616963975 0.10344307157199056 -0.070193243903317909 0.0095518262314085375 0.015781426261684446 0.060315452996011071 0.0052690790328060698 -0.025565165959117023
leaf_weight=0.050451158487702652 72.126673584718034 0.21860788017784216 0.052776165306568146 0.041288258915301412 0.051050987094640732 0.022585765559185234 0.84519295953214058 0.23154342888790325 0.18553718006864983 0.069930232930346392 0.12637715245364234 0.13174590401649766 0.17465978644031566 0.05216150310093326 0.086427044563025635 0.064318005785281684 0.086472753183566731 0.12543594821966941 0.24894744226185139 0.062656056885906253 0.01887494546281232 0.1246367526910015 0.23671400372404605 0.22256582719273865 0.19556717556872627 0.31957150290885838 1.0591665820684273 0.2916024358587056 1.1092264854596576 1.0841043940313273
leaf_count=11 1857 20 3 3 1 89 7 14 31 61 9 26 15 73 43 77 77 57 17 96 21 7 22 3 16 65 18 67 39 55
internal_value=1.01988e-05 0.0155966 -0.0268958 -0.000583594 0.0343543 -0.0128114 -7.56678e-05 -0.00970205 -0.0246552 0.00315145 0.0140744 0.00195067 0.0184552 -0.0303748 0.000150151 -0.018088 -0.00600141 -0.0420376 0.0133412 -0.0334269 0.0180126 0.000314818 0.0162347 0.0289138 0.00298641 0.0352045 8.35947e-05 -0.000139248 0.0167278 -0.000461984
internal_weight=79.7169 0.43676 0.218152 0.165376 0.124088 0.0730369 79.2801 1.81715 0.971955 0.740412 0.670482 0.544104 0.360197 0.183907 77.463 0.693132 0.606705 0.211909 0.394796 0.145849 0.083193 76.7698 1.09906 0.862341 0.639775 0.444208 75.6708 74.6116 1.40083 73.2108
internal_count=2900 127 107 104 101 100 2773 236 229 215 154 145 46 99 2537 388 345 134 211 194 98 2149 113 91 88 72 2036 2018 106 1912
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 0 1 1 0 1 1 2 0 0 2 0 1 1 0 1 0 0 0 1 1 0 2 1 1 1
split_gain=0.010384 0.807067 0.204037 0.15214 0.130136 0.190239 0.192501 0.363625 0.138863 0.117961 0.330396 0.149327 0.10132 0.390157 0.100624 0.0640622 0.239314 0.184398 0.234248 0.0864298 0.566103 0.0814045 0.0713284 0.111897 0.0583923 0.0570947 0.342134 0.632049 0.40743 0.0976158
threshold=0.49678153350000009 0.34829795515000012 0.49588335680000006 0.49850303880000008 0.36501901140000009 0.50041914915000019 0.37138109635000011 0.37668033890000002 0.5025747732000001 0.38398550940000004 0.38573695400000008 40.305698932850007 0.50300889195000009 0.50579323975000012 39.420767558750008 0.51929582950000019 0.38906020780000011 0.38906020780000011 0.52215502530000013 0.39078171310000004 0.52366695610000014 0.52428071015000011 0.52682554415000016 0.39167988980000007 0.39685937550000011 0.53484925600000011 41.468518788800004 0.39584144190000009 0.41367024935000007 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 -6 12 14 -5 11 -11 -9 -7 -14 -8 16 -12 -17 -19 -20 -21 -22 24 -24 -23 26 27 -25 -28 -27
right_child=1 3 -4 4 5 6 7 9 -10 10 15 -13 13 -15 -16 17 -18 18 19 20 21 22 23 25 -26 29 28 -29 -30 -31
leaf_value=7.1692358972469416e-05 -0.15396466513107107 0.03715141909531481 0.048924401862597049 0.0024888873862569322 -0.060062915207789926 0.004098327783815056 -0.029172624299255247 -0.0038596477013560547 -0.052495993842626869 -0.10819111382517364 -0.11150633301462771 0.046060897690151745 0.085764866524949274 -0.0088990064738201716 -0.097099812603321178 0.034605088932784293 0.020994096620063712 -0.049064354937148995 0.015902650656680402 -0.13492386412830809 0.066246419825721478 -0.10427588455824838 0.051229198160764947 0.069926535863250677 0.017486985684092706 0.021583072836847864 -0.095306606729540055 -0.075691274829479419 0.047325575785631478 -0.0015303911481547609
leaf_weight=41.560644359964066 0.34269856348691874 1.0820373197411743 0.87288974225520988 0.86303587967995443 0.51085091849881692 1.2800541487522417 0.41878382847062567 1.1498610761482297 0.98183274778421037 0.28438556969195161 0.23058985592797654 1.2512606306900123 0.92340589500963666 0.82380347022990463 0.45504099911340745 1.5271283203237569 0.3333980830643668 0.98190324906372239 3.2595998551696566 0.31373754449669178 0.18627830077810159 0.11739808358743431 0.42377341655083256 0.84751055811648546 0.059267464980337081 2.0825380719779796 0.76880878559313692 0.45977828041759494 0.27081754885414 14.903748372596787
leaf_count=1019 5 19 11 24 14 14 12 19 26 10 8 32 29 24 38 27 42 20 34 15 16 33 7 12 25 80 65 50 24 1146
internal_value=7.96202e-06 -0.00121324 0.00107663 0.000209613 -0.000909793 0.000499262 0.00142687 -0.00097346 -0.0267739 0.0009127 -0.000972822 0.0221547 0.0254721 0.0411312 -0.0645455 0.000166347 -0.0331795 0.000884096 -0.00120287 0.000780618 -0.00163167 0.00044681 -0.000168082 0.000397576 -0.0634271 -0.000716626 -0.0153366 0.0187122 -0.0581516 0.00130335
internal_weight=79.5669 37.1333 42.4335 36.7906 35.7086 33.8637 33.3529 30.3256 1.84487 29.4518 27.0507 2.40112 3.02726 1.74721 0.873825 26.7663 0.563988 26.2023 24.6752 23.6933 20.4337 20.1199 19.9336 19.757 0.176666 19.3332 2.34692 1.30729 1.03963 16.9863
internal_count=2900 1870 1030 1865 1846 1796 1782 1715 50 1665 1614 51 67 53 50 1604 50 1554 1527 1507 1473 1458 1442 1384 58 1377 151 62 89 1226
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 2 0 0 0 0 0 2 0 0 1 2 2 2 0 2 2 0 0 2 2 2 2 2
split_gain=0.0106562 0.196488 0.0753737 0.145794 0.106005 0.167452 0.154941 0.0997862 0.117504 0.237149 0.15131 0.114315 0.119352 0.0996721 0.0766678 0.0744993 0.0698134 0.0688938 0.0670721 0.0593344 0.231765 0.090286 0.0509244 0.177154 0.258467 0.12254 0.0950411 0.0447236 0.0429215 0.040818
threshold=38.052786106700005 37.962710038050005 0.50300889195000009 0.50749977545000013 36.372781240150012 35.97706729810001 0.49850303880000008 36.625813070500008 0.52290350590000012 0.52324780695000006 0.52898116820000018 0.52161611930000007 0.52877159370000015 37.572218886150004 0.50041914915000019 0.52975958800000011 0.36543816055000006 34.997818021800008 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 39.268993001500007 0.52266399210000014 0.52401125715000008 39.420767558750008 39.530201452500002 37.064694648750013 35.616518500750011 36.82350895510001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 11 -9 -10 -11 -5 -13 29 27 -14 28 -17 -2 20 -20 -21 23 -23 -25 -24 -27 -6 -1 -12
right_child=18 -3 3 7 14 -7 -8 8 9 10 13 12 15 -15 -16 17 -18 -19 19 21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.018626824645011076 0.024639709741665124 -0.090415073392641584 -0.089706752086631647 0.051558593580454254 -0.011047174000852202 -0.093063228280736127 0.066527551981707927 -0.053603385180560383 0.10690346963950095 -0.10831077213025703 0.010906994701998643 -0.1069922111364376 0.10262783695872962 0.040227581665643178 0.041009016165542901 0.024486623544601321 -0.070573873069162255 -0.10195269360479789 -0.048606474247714596 0.019979186966588632 0.030851145273202513 -0.037971348179310048 0.030644466151808367 0.057797481830430202 -0.032487517243730682 -0.026542082659619964 0.00025939351438907508 0.024138373145811111 0.045967612025719362 -0.053621646410922624
leaf_weight=0.41211371677549402 1.1203117859254224 0.25205446646750918 0.22618100605905089 0.51881394094380118 0.75927265672888233 0.22492927946768748 0.27447619003942236 0.65232667296368152 0.17448109388351418 0.16096181384637021 0.14571475897872688 0.11258125334802571 0.072066441178321838 0.32666066813141015 1.0680154580622909 0.13408784280811226 0.20762733224546537 0.063502765170544428 0.99237163702991782 2.2812821183076712 0.58261034129782274 1.421608415199443 1.3049901771591894 0.64529932290315606 0.62341171337675405 1.3519911076682536 61.924743368034576 0.68912583432393149 0.13708796444916516 0.29953282552145311
leaf_count=91 48 12 8 26 21 9 15 14 1 17 21 23 1 30 6 170 5 60 34 48 26 19 24 4 37 24 2024 26 7 49
internal_value=3.12797e-06 -0.00374809 -0.000467873 -0.0126296 0.00883851 -0.014886 0.00216464 -0.00607745 -0.0199352 -0.00010171 -0.0201156 0.0209856 -0.0205113 -0.00172477 0.0206821 0.0155943 -0.0211776 -0.0161491 0.000361986 -2.04025e-05 -0.0192139 0.000414219 -0.000249255 -0.0137295 0.0134338 0.000312301 -0.000313255 0.00569357 -0.0025032 -0.0325036
internal_weight=79.1602 6.91161 6.65956 2.88691 3.77265 1.25623 1.03131 2.66073 1.75968 1.10735 0.93287 0.901052 0.382238 0.771908 2.51641 0.269657 0.756829 0.197591 72.2486 71.1283 1.57498 69.5533 67.272 2.69032 1.26871 64.5817 63.2767 1.4484 0.549202 0.445248
internal_count=2900 612 600 420 180 127 118 412 132 118 117 280 254 100 53 231 103 230 2288 2240 60 2180 2132 60 41 2072 2048 47 98 70
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 0 2 2 0 2 1 1 0 2 0 0 1 1 2 0 2 1 0 0 1 0 0 0 0
split_gain=0.0106085 0.161934 0.0735878 0.123992 0.161933 0.0922011 0.0879539 0.308941 0.29788 0.136895 0.318141 0.29114 0.129847 0.537621 0.221894 0.123639 0.0942508 0.0646176 0.152791 0.146898 0.463531 0.111537 0.0882067 0.1401 0.126663 0.129147 0.449264 0.29414 0.292999 0.291468
threshold=0.42829556000000008 0.42892428370000008 0.42067602765000006 41.134354310300004 42.178283198950005 0.41985269900000005 0.53905571685000009 39.788107623550012 41.028010303750008 0.54191491270000014 41.169697216150006 0.40259273675000007 0.39971857130000005 0.53592706805000012 43.968221017800005 0.52803808270000008 0.54095685760000012 0.39024280710000009 0.38906020780000011 39.468990633150007 0.52428071015000011 38.828362408050005 0.38733870245000007 0.51700547890000015 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50300889195000009 0.50579323975000012 0.50109278165000015
decision_type=2 2 2 2 2 2 2 2 2 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 12 16 -9 -10 -11 -12 15 14 -14 17 -8 18 22 21 -21 -19 23 24 25 27 -27 29 -29 -1
right_child=1 -3 3 4 -6 -7 7 8 9 10 11 -13 13 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00053653657499448323 0.085703752727404409 0.0010698972056469172 -0.040398784939210765 0.052841074820282413 -0.02630200848973124 0.026043976960821627 0.061130390266033188 -0.11825866841640631 -0.062963532037303524 0.10832396009120987 0.031593925547057776 -0.10730488501879187 -0.1051572244641935 0.08621884011669749 0.0072606289416073866 -0.022912294596580771 -0.000119371801645589 0.022168607579082542 -0.028455952630622863 0.076267974039894978 -0.031483735059253552 -0.024220620914734162 0.03008604963514773 -0.035330017558963485 0.026611199304127822 0.034869924949321188 -0.073222427183603084 0.077796041104912617 -0.0018288401023147901 -0.050581056407957216
leaf_weight=45.061206397105735 0.23178017857207578 9.1814749268133671 1.1887017543769496 0.44238379085436441 0.62206051067005319 1.3498276363243338 0.42900250134698514 0.41010180280591146 0.48032029968226175 0.21637164539424703 0.32494617496467981 0.28175096726749871 0.26183268585304975 0.80363054806366563 0.53299922274891287 2.3318848043381868 0.60628728558661749 0.90533477416170161 1.8629503195406858 1.0458080201005087 0.64575268356566073 1.2124052244471384 1.0007446045055974 1.0918983429510252 1.8428714437904989 0.65900636254809686 0.9231443212920567 0.97115299326833227 0.88170526373141911 1.1437609810382117
leaf_count=1051 11 1014 37 8 34 22 11 12 11 2 40 36 33 13 43 101 39 48 22 27 45 11 18 52 28 17 51 36 14 13
internal_value=3.27611e-06 0.00315382 -0.000423258 -0.0182001 0.00658991 0.000172102 -0.000357615 -0.0178686 -0.0439275 -0.0205398 0.00421751 -0.0329109 0.000404259 0.0285427 -0.0297719 -0.000326148 0.0252613 0.000562802 -0.000302877 0.0131614 0.0351338 -0.00438921 0.000676075 0.000116264 0.000868044 -8.76644e-05 -0.0281992 0.000837818 0.0399056 -0.000728832
internal_weight=78.9431 9.41326 69.5298 2.25315 1.06444 67.2767 65.9269 2.74878 1.71349 1.30339 0.823069 0.606697 63.1781 1.59846 0.794832 61.5796 1.03529 59.2477 55.4384 3.8093 1.69156 2.11774 53.5755 52.5747 51.4828 49.64 1.58215 48.0578 1.85286 46.205
internal_count=2900 1025 1875 79 42 1796 1774 151 101 89 78 76 1623 89 76 1534 50 1433 1302 131 72 59 1280 1262 1210 1182 68 1114 50 1064
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 1 0 0 1 0 0 1 1 0 0 2 0 1 0 0 0 2 2 2 2 2 0 0 2
split_gain=0.00996511 0.0510822 0.0893477 0.131411 0.0444042 0.0533817 0.219984 0.0618253 0.130879 0.0904687 0.0709838 0.164064 0.0762145 0.104897 0.0585897 0.0406976 0.0377472 0.101377 0.0885974 0.432937 0.259128 0.182241 0.0666284 0.13794 0.0376766 0.0453969 0.0482824 0.121227 0.050277 0.122167
threshold=44.157169339850007 44.758188263300006 0.34575312120000007 0.41367024935000007 45.154229826150008 47.001379125850008 0.41640968835000008 0.61802041855000012 0.58859016195000013 0.5024400467000002 0.51017933595000009 0.53225951315000009 0.40259273675000007 0.48363821445000005 0.39672464895000009 0.42646926740000007 43.45354240915001 0.47796473160000008 0.34632196640000007 0.49678153350000009 0.52366695610000014 0.53592706805000012 43.968221017800005 43.633733172900008 43.32600771660001 43.19689381845 43.082598263550004 0.50356276755000018 0.56276758185000009 42.508878681700004
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -3 6 -6 8 10 -9 14 -12 -13 -14 -7 -16 24 22 -19 -20 -21 -22 23 -18 25 26 28 -28 -1 -30
right_child=1 4 3 -5 5 7 -8 9 -10 -11 11 12 13 -15 15 -17 17 18 19 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00068166409921209081 -0.0004524032338812994 0.024806065749645445 -0.1088399657639868 -0.00060858123522934714 -0.10569341695453061 -0.0051686722341218174 0.0035244170055100063 -0.10382473676025861 0.060972429749105606 -0.0047391807817496225 -0.11123435747145019 0.018652215376794481 -0.10231574249121239 0.0055288299517206431 0.0036300019900965715 0.036400777688479422 0.074097895351176904 -0.016950976581849908 0.1053277563433882 -0.063832590033271949 0.053316406755009017 -0.017683989218165625 0.070341799699142962 -0.038312708455812139 -0.02329535717762591 0.020872879774759098 -0.053590661918870221 0.017950527533344245 0.0047902376162081636 0.061920830202208912
leaf_weight=59.43712287393808 0.69762096461564993 0.64969320998511637 0.2369730567370425 0.21303175815023678 0.24703713971575769 1.8158465140149931 0.7275468615898717 0.13205704105530447 0.37937077263177332 0.3048936573386527 0.1747232178613698 0.53674823802248284 0.1570695761109846 0.21182433723151917 0.69851108435977927 0.82838252418167713 0.20345726612441595 1.4893586691468956 0.42785139754414592 0.55156965357309662 0.70131317211780675 0.74612686482441859 0.39638339802331757 0.23553872300362855 0.70089366051037316 1.0269479678209723 0.54553261653685936 0.41860439440961272 3.2416770104106685 0.423155375869669
leaf_count=1458 24 33 22 31 73 22 37 17 41 81 56 45 45 22 14 31 17 14 4 22 17 42 10 28 33 33 34 21 536 37
internal_value=8.03529e-06 -0.00333416 -0.0228623 -0.0576034 -6.90073e-05 -0.00266977 -0.0241601 0.00132763 0.00460424 -0.0346852 -0.000230467 -0.0225139 -0.00539728 -0.0403898 0.00697148 0.0214091 0.000387583 0.00899516 0.00224896 0.0140319 -0.00550829 0.0167171 0.040621 0.0137852 -0.000234051 1.42636e-05 -0.00032009 -0.0225293 1.92448e-05 0.0113868
internal_weight=78.5569 8.01133 1.14763 0.450005 6.8637 6.21401 0.974584 5.23943 4.80248 0.436951 4.42311 1.08037 0.905642 0.368894 3.34274 1.52689 70.5455 4.7516 3.91622 2.42686 1.99901 1.44744 0.835379 0.438996 65.7939 65.093 64.0661 0.964137 63.102 3.66483
internal_count=2900 594 77 53 517 484 110 374 276 98 235 168 112 67 67 45 2306 154 99 85 81 59 55 45 2152 2119 2086 55 2031 573
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 0 0 1 1 2 2 2 2 1 2 2 2 1 0 1 1 2 0 0 0 0 2 2 1
split_gain=0.00969549 0.069987 0.0451825 0.0696683 0.0601792 0.0640354 0.0490491 0.0228265 0.0513752 0.018307 0.0355493 0.0930704 0.17526 0.103395 0.0973033 0.102166 0.0669268 0.0967998 0.0212248 0.156146 0.0384936 0.0243865 0.146302 0.19047 0.167602 0.0528103 0.123382 0.0804744 0.287721 0.136949
threshold=0.48627286610000009 0.61532588845000014 0.50663153795000015 0.52041855035000018 0.59210802070000013 0.68186581240000022 0.63075955810000017 0.6777042603500002 0.52332265500000019 0.46208197360000008 47.673928029900004 41.902916368500009 41.558544840500012 40.621691032550004 0.46419268885000003 40.580626202750004 39.468990633150007 38.938637541200009 0.45280081435000008 0.56859076075000015 0.45877368940000007 0.44286099220000008 41.986601436450009 0.56859076075000015 0.56369569775000017 0.55041765215000005 0.55538756325000016 41.093509583400007 40.878805547300004 0.43706775245000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 6 -4 5 7 -3 8 -5 18 11 12 13 14 -11 16 17 -16 21 -20 -21 25 24 -24 -23 -1 -27 28 -28 -29
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 23 -25 -26 26 27 29 -30 -31
leaf_value=0.00036569863096116094 -0.10149753455120912 0.063373204721375392 -0.10456243163245682 0.082097437201720358 -0.10552654007745035 -0.10166724787911048 -0.0075956458149826827 0.10074040576604221 -0.10056300196842481 0.1003667485584616 0.047495799523783938 -0.044887995529268095 0.10189273978061593 -0.065857177922692786 -0.10359113868803743 0.08467352341383666 -0.11040370731398846 0.05040366949169213 -0.072437685857210624 0.023342509916067906 -0.016607088857149507 -0.03661855071908153 0.089952901577341968 -0.011420897522035345 0.028490958480949676 -0.057629609127022169 -0.014016213472390366 -0.0016215643366147836 0.10510527821396079 -0.074090536769377394
leaf_weight=69.516745088755656 0.077151220589803837 0.16088648378604375 0.089571824413139822 0.043768509925939725 0.042094039839335906 0.030681966060004839 0.24673790789517014 0.065357726042691411 0.023755254694727057 0.11651955570413963 0.22905467465443496 0.28813268442172557 0.20361715886974707 0.19276552479641396 0.062108724749808886 0.094178063329309225 0.083923363168196374 0.11908151477928186 0.32844133143043908 0.59128343196708499 0.40735941874825699 0.86978040914982491 0.43121567865972554 0.32505646532672472 0.72482596433762581 0.51737923377642347 0.77911647280859619 1.049668798330458 0.2740979790687561 0.34696273591544002
leaf_count=1857 127 22 42 7 79 56 36 7 74 7 14 32 4 21 54 3 11 12 38 38 25 20 14 33 33 59 82 67 3 23
internal_value=6.77591e-06 -0.0110866 -0.00116231 -0.0309545 0.00110454 0.0285467 0.0204153 0.0586127 0.0178364 0.000118352 0.0114939 0.00438693 0.0206651 -0.00407303 0.0209576 -0.00479507 -0.0365776 -0.00238296 -8.9166e-05 -0.0126251 0.00704655 0.00013314 0.0101569 0.046381 -0.00702312 -0.000191961 -0.0132569 -0.00388591 0.016985 -0.0196249
internal_weight=78.3313 0.780005 0.702854 0.295229 0.205657 0.163563 0.407624 0.132881 0.0675238 77.5513 1.38938 1.16033 0.872194 0.668577 0.475811 0.359292 0.265114 0.18119 76.1619 1.32708 0.998643 74.8348 2.35088 0.756272 1.59461 72.484 2.96723 2.44985 1.05321 1.39663
internal_count=2900 450 323 265 223 144 58 88 81 2450 158 144 112 108 87 80 77 66 2292 101 63 2191 100 47 53 2091 234 175 85 90
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 1 1 0 2 2 2 2 2 2 0 0 0 0 2 0 2 1 2 2 0 1 1 2 2
split_gain=0.0093464 0.42148 0.467823 0.17592 0.0959881 0.409254 0.0884985 0.0876486 0.146451 0.143462 0.076901 0.19331 0.104444 0.133267 0.0680457 0.0594932 0.146799 0.119431 0.0673143 0.233842 0.27567 0.191069 0.370696 0.165176 0.138381 0.12023 0.166501 0.642558 0.10585 0.0604715
threshold=0.34500464060000008 0.48368312325000012 0.48181192180000004 0.34503457980000002 0.47943175355000006 0.34488488370000009 0.34506451900000007 0.34458549145000011 0.47739588635000008 41.468518788800004 38.938637541200009 39.530201452500002 37.511241581900002 37.186372654950006 41.24714903835001 0.47670728420000003 0.4755546241000001 0.4622167001000001 0.48101853240000009 42.072181850200003 0.48041974790000003 42.686561923500008 0.34548366815000003 41.395309858300003 40.79983011445001 0.48181192180000004 0.3453339720000001 0.34545372890000009 43.542456167850005 41.872669623500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 10 -9 12 -12 13 -1 -13 16 17 -8 19 20 23 22 -21 24 -17 -20 -27 -28 -23 -29
right_child=3 -3 -4 6 -6 -7 15 9 -10 -11 11 14 -14 -15 -16 18 -18 -19 25 21 -22 28 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.013892676519446446 0.040418990032401819 -0.059721977830650787 0.077768205260650425 -0.032337304971007591 0.019069323204730891 -0.086764252992388394 -0.076222069614259091 -0.040865858898897989 0.044974695280669622 0.0052488227655220696 0.064307163918573038 -0.041304656651971784 -0.037224050024210115 0.093789622656264976 0.0029672896566815127 0.010399977683766718 -0.11299073352707574 0.010133392575846209 -0.022414929447563847 0.013001978035703861 0.052931116870871965 0.027246690658104124 -0.11638678876566966 0.030026727158118827 -0.032244888901819577 0.035328089610847921 -0.13267739357290004 -0.0023714100953368539 -0.014670110449882832 0.0052148956100842893
leaf_weight=0.42411631756886681 1.0872142834391514 1.1754876832856087 0.78218957036733705 0.84299361379930715 1.8776363645238241 0.58533483344945203 0.20287077384727925 1.2708301359353984 0.80167275544749816 1.4379501493531277 0.50920119229704131 0.37599785916154349 1.0854495134171882 0.15765171893872321 4.5282232022035132 1.848503242596051 0.15470404916936786 0.76061543877244731 2.4495809012878444 0.43331066449172828 1.7589029871742239 0.94983338879137624 0.45281422286643647 1.9280179748311637 1.2933156181534284 1.3196033192798484 0.3659630345646282 29.184756016485217 1.6471716462474431 16.418290544655406
leaf_count=72 7 13 11 15 18 24 69 21 15 25 9 21 25 5 223 36 33 37 30 17 18 31 24 24 16 14 7 1129 32 879
internal_value=8.11217e-06 -0.00223454 0.00264942 0.000541661 -0.00185164 -0.00536635 -0.000157489 -0.000867758 0.00446513 -0.016386 -0.000121383 0.00566211 -0.0189003 0.0152879 -0.000426961 0.000285999 -0.0225684 -0.00804953 0.000711569 0.00806471 0.0188196 -0.0130205 -0.0531163 0.00698516 -0.00715459 -0.000812906 0.000306092 -0.000699262 0.000660617 0.000359859
internal_weight=78.1102 15.0117 13.8363 63.0985 13.0541 11.1764 62.0112 10.5911 7.88231 2.70878 7.08064 5.41342 1.66722 0.581768 4.90422 61.1683 1.11819 0.963486 60.0501 10.3119 6.82874 3.48313 0.886125 5.06984 3.14182 49.7382 47.2886 45.969 2.59701 45.603
internal_count=2900 482 469 2418 458 440 2411 416 370 46 355 253 102 77 244 2396 139 106 2257 198 94 104 41 76 52 2059 2029 2015 63 2008
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 2 1 1 0 0 1 1 2 2 1 1 1 1 1 1 0 1 1 0 2 0 1
split_gain=0.014518 0.800837 0.115236 0.103562 0.440509 1.11932 0.130306 0.235795 0.0821799 0.111165 0.154383 0.0897864 0.0796823 0.0754092 0.264769 0.147515 0.0837532 0.207703 0.189995 0.20899 0.38856 0.222092 0.322173 0.306465 0.132207 0.0999478 0.27039 0.290837 0.215245 0.112387
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.50482021495000018 0.43033142720000012 41.134354310300004 0.34521421515000011 0.36665069905000008 0.42314601355000009 0.4447920721000001 0.3447651268000001 0.34491482290000003 40.21994457600001 40.79983011445001 0.34560342505000002 0.34524415440000006 0.3453938505000001 0.34554354660000003 0.34632196640000007 0.35585760905000008 0.48759019190000008 0.42440346100000009 0.39078171310000004 0.52772372085000019 40.305698932850007 0.52803808270000008 0.39051226010000012
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 11 -10 -11 -1 -13 15 -15 -14 18 -18 -16 -20 -21 -22 -23 -24 -19 29 27 -27 -28 -25
right_child=1 2 3 -5 5 6 7 -9 9 10 -12 12 13 14 16 -17 17 24 19 20 21 22 23 25 -26 26 28 -29 -30 -31
leaf_value=-0.083608581611628041 -0.12840290081291819 0.025537511913876484 0.030494298667215321 0.00076751889488658673 -0.13495220654582216 0.045614756642341853 -0.081524714819951022 0.039435063024680708 -0.010084099930303755 0.046660441928942892 0.0010928671696878453 0.040032951068954568 -0.0010666620005665348 0.053100196157391789 0.034155328866650334 -0.042887209915535289 -0.053129570048032627 0.019804413818505923 -0.047402407374519138 0.069498375907928775 -0.048640239441683546 0.056709288653768966 -0.076142886210901983 0.0026998814548373665 -0.028729340929998948 -0.12446637818392653 0.088047397030039956 0.023463989594591124 -0.0062772816902572958 0.034575625742704869
leaf_weight=0.12868398136794112 0.48993697947618287 1.7229745372319474 1.2073002633696881 32.951660599499959 0.83942207694053683 0.63776687951758482 0.30735850588825997 0.33880453884512463 1.2885477915115178 1.56887738063233 1.4132922403583164 0.49204100466289347 2.8949521101421842 0.9528511874377753 1.6639374853111863 1.1902181249497514 1.0142380493343801 1.446239171898924 0.92460833161021838 0.80142875015735882 0.95148510090075689 0.9812820720399057 0.54190555375207594 10.403453912978874 0.91721956846380681 0.38610144183189632 0.24977663811296213 0.20266387474839576 7.6974290427259726 1.2376980786793872
leaf_count=80 11 22 26 1419 9 9 19 25 17 17 32 24 60 12 19 19 15 24 15 9 17 31 40 183 44 54 4 4 628 12
internal_value=1.20027e-05 -0.00136871 0.000268922 -0.000931033 -0.0177356 -0.0451582 0.0135483 -0.0181015 0.00136276 0.0144601 0.0250653 -0.000231825 7.5168e-05 -0.000495415 0.00122027 -0.0132511 -0.000460045 -0.0152753 0.00146153 -0.000770019 0.00106839 -0.00135268 0.000720715 -0.00193098 0.00096926 6.21588e-05 -0.00815702 -0.073546 -0.0033127 0.00608894
internal_weight=77.8442 38.4952 38.0053 36.2823 3.33065 2.12335 1.28393 0.646163 39.3489 4.27072 2.98217 35.0782 34.9495 34.4575 30.3723 4.08517 29.4195 3.3777 26.0418 24.3778 23.4532 22.6518 21.7003 20.719 2.36346 20.1771 8.53597 0.588765 7.94721 11.6412
internal_count=2900 1540 1529 1507 88 62 53 44 1360 66 49 1294 1214 1190 1111 79 1099 83 1016 997 982 973 956 925 68 885 690 58 632 195
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 2 1 2 0 1 0 0 2 2 0 0 2 1 2 2 1 0 2 2 0 1 1 0
split_gain=0.0119402 0.167294 0.0933173 0.0583762 0.315618 0.191846 0.265795 0.19919 0.154067 0.136699 0.139433 0.275617 0.293817 0.171291 0.500875 0.322021 0.217576 0.156136 0.123627 0.113523 0.442941 0.32362 0.188631 0.221154 0.44288 0.445732 0.230139 0.336864 0.341946 0.373806
threshold=0.54317236010000014 0.54475913895000005 0.54095685760000012 40.79983011445001 40.922041107600009 40.337496327150006 40.532725462000009 40.21994457600001 0.34545372890000009 40.12915366295001 0.53839705400000015 0.39078171310000004 0.52772372085000019 0.50449088350000015 39.530201452500002 39.646013290900008 0.52215502530000013 0.52898116820000018 37.797539186950011 0.3465914194000001 41.348489042950007 41.621607100200002 0.34744468730000005 0.4942366995000001 42.622319549950006 43.45354240915001 0.50300889195000009 0.38398550940000004 0.3982365797500001 0.52468488970000016
decision_type=2 2 2 2 2 2 2 2 2 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 9 -8 10 11 13 -13 15 16 -1 18 -14 -15 -6 -21 -22 -23 24 -24 -26 -25 -28 29 -29
right_child=1 -3 -4 4 19 6 8 -9 -10 -11 -12 12 17 14 -16 -17 -18 -19 -20 20 21 22 23 26 25 -27 27 28 -30 -31
leaf_value=0.0025689762196769335 0.036405823269275016 -0.0011936594532928149 -0.024330294396635921 -0.073026928925638543 0.0025003131123889182 0.062903876304482784 -0.016982984178456853 -0.031446996093650516 0.030587660522702287 0.041870657390157377 0.041851466131846579 -0.12205971377531633 0.028605043745523931 -9.0797025137096226e-05 0.060534389303813253 -0.045614352332635694 0.016993464802650068 -0.05159992676241329 -0.046280724325751497 -0.063476113624877734 0.077325257778859874 -0.042128834516844356 0.077661215245573983 -0.042906680303165197 -0.088317749072103449 0.034601067504075926 0.033438303656250196 0.012949654012888069 0.011874674918449688 -0.094824165182656961
leaf_weight=8.0198767441390881 1.3271480068260633 10.922444800103845 1.6058513990501513 0.62250492604834917 25.641412146481855 1.2175714634067838 1.3675772050455637 1.8346053595741967 1.355749970389297 0.8649880989396469 0.80863720178604026 0.35618222283483081 0.43586248613428324 1.1333523415960365 1.7840563543140886 1.6771016276525177 3.0292274802341126 0.54773191142703581 1.1856457674875853 1.3403600434539829 0.48535230566630971 1.2802583752199996 0.95388989803904989 1.6232415039022496 0.48086303853429491 0.76329058031842578 1.8993428076209964 0.50061919697532198 1.5452917043120065 0.90109988061158219
leaf_count=262 33 1097 35 13 591 32 19 23 22 15 20 58 15 33 23 37 31 39 21 28 21 15 20 41 24 33 92 13 115 79
internal_value=1.51756e-05 0.00287995 -0.000522543 7.80587e-05 -0.00240718 0.0037681 0.024064 7.83417e-05 0.00669904 0.0029931 0.00122109 -0.000587219 -0.0442391 0.00288791 0.0146515 -0.00576438 -0.00065412 -0.0160585 -0.0237066 -0.00123222 -0.00936119 -0.00240904 -0.00629923 -0.001007 0.0263972 -0.0129068 -0.0103176 0.00059786 -0.0205677 -0.0563331
internal_weight=77.5111 12.2496 65.2615 63.6557 38.0375 25.6182 3.9409 21.6773 2.72333 19.8427 18.9777 18.169 1.33978 16.8293 7.13228 9.69698 5.34823 0.983594 2.319 37.415 11.7736 10.4332 9.9479 8.66764 2.19804 1.24415 6.4696 4.84635 2.94701 1.40172
internal_count=2900 1130 1770 1735 1085 650 73 577 41 554 539 519 112 407 108 299 85 54 54 1072 481 453 432 417 77 57 340 299 207 92
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 2 1 1 1 2 2 0 0 2 1 0 0 2 2 0 0 0 0 1 0 2 2
split_gain=0.0124181 0.628264 0.0830549 0.0935661 0.371753 0.88351 0.109465 0.195504 0.0786965 0.0929027 0.0728994 0.498659 0.619028 0.278788 0.364029 0.177143 0.151611 0.136632 0.129189 0.327516 0.231963 0.0903979 0.0764537 0.27849 0.177115 0.276647 0.163293 0.0721141 0.0930555 0.157076
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.50482021495000018 0.43033142720000012 41.134354310300004 0.34560342505000002 0.34569324270000007 0.3459626957000001 42.207998345450008 42.428475018400007 0.47905751325000007 0.48414718120000005 42.102795028150005 0.34608245260000009 0.47796473160000008 0.47739588635000008 43.673409002000007 41.792045663550006 0.47886290830000006 0.48140774230000011 0.4901499955000001 0.49128768600000011 0.35759408400000009 0.47577916830000005 42.773538294100007 43.57842012870001
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 -1 -10 13 12 -12 14 16 18 21 -13 19 27 -20 -5 26 -24 -25 -26 -19 28 -15 -30
right_child=1 2 3 10 5 6 7 -9 9 -11 11 17 -14 15 -16 -17 -18 22 20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.00029954885193788261 -0.11382313385206695 0.021891296983612141 0.027633509602834783 -0.0064958635625625028 -0.1216477473409615 0.041373377052012092 -0.077609895743265767 0.03424756425588963 7.520366807019803e-05 0.029713384280610478 0.087867690838939264 -0.043877197325307545 -0.00056199195383080977 0.047214018517607113 -0.068399378537965433 0.048997198830079462 -0.043249928670508947 -0.080288776831306585 0.0086290617235821963 0.074666059238287771 -0.060118376201314383 0.050635183523024374 0.058569836325234187 -0.034455989069226055 0.081506171380743606 -0.00065219920767115513 0.0025446014717027511 -0.025653531069132759 -0.05387043894008442 0.006821099297421457
leaf_weight=34.627696961543343 0.48952697424300495 1.6858537508692268 1.1892204896939795 0.56020178452672487 0.83981503080576692 0.61057055322453357 0.29369845115434146 0.33388402007051354 2.2299867680667367 2.0116833718128646 1.4871827922761469 0.75266909990023378 1.6925419801555106 0.44773412895687936 1.4259397763235027 0.78331582588725712 0.53075558285513569 0.3669776672919649 1.0668922227396249 0.63039343873970199 0.90893865451812406 0.54777004107609173 0.80801090458408253 1.4873759358888481 0.4227847047150125 13.394273420446636 0.6770850435518696 1.0083052805140367 0.48935007613986448 3.3167648147096997
leaf_count=1294 11 22 26 8 9 9 19 25 29 37 9 8 34 24 27 10 27 19 33 7 12 33 11 32 4 863 40 51 52 115
internal_value=1.6486e-05 -0.00126275 0.000196564 -0.000817344 -0.0169556 -0.0424739 0.0112282 -0.0180999 0.00127527 0.0141316 0.000789918 0.00430358 0.0407973 -0.0055345 -0.0314524 0.00364632 0.000697066 -0.00217578 -0.000868467 0.00655136 -0.0229967 0.0217491 -0.000346305 0.00135298 -0.00166783 0.00186174 -0.0265705 -0.00160862 0.00409084 -0.000981978
internal_weight=77.1172 38.2478 37.7583 36.0725 3.26719 2.07797 1.23815 0.627582 38.8694 4.24167 32.8053 21.0889 3.17972 11.7164 3.06467 8.65169 1.63873 17.9092 7.86838 5.89255 1.97583 1.10797 17.1565 16.1124 15.3044 13.8171 1.04406 5.26215 4.25385 3.80611
internal_count=2900 1540 1529 1507 88 62 53 44 1360 66 1419 1020 43 399 95 304 68 977 294 249 45 41 969 910 899 867 59 242 191 167
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 2 2 1 2 2 0 1 1 0 2 1 1 1 2 1 0 1 1 0 1 1 1
split_gain=0.0113643 0.256806 0.149615 0.124231 0.133336 0.233615 0.172197 0.0963509 0.19513 0.315956 0.362026 0.327201 0.204933 0.189853 0.170478 0.119398 0.463527 0.195877 0.116614 0.108611 0.0784214 0.214772 0.0721307 0.0620252 0.0693288 0.0508595 0.0916051 0.123346 0.10446 0.0966845
threshold=0.42019700010000005 0.42067602765000006 0.54017843775000018 0.54191491270000014 0.54317236010000014 0.54475913895000005 0.54679500610000009 0.53905571685000009 39.788107623550012 40.922041107600009 0.41917906650000009 42.072181850200003 38.938637541200009 0.53978922790000017 0.39167988980000007 0.39971857130000005 0.53592706805000012 43.968221017800005 0.40621538280000008 0.39584144190000009 0.3982365797500001 36.514114975300011 0.4274273225500001 0.54279811980000015 0.39685937550000011 0.39458399450000009 0.52366695610000014 0.39024280710000009 0.38906020780000011 0.38398550940000004
decision_type=2 2 2 2 2 2 2 2 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 22 -4 -5 -6 -7 15 12 -10 11 -11 18 -13 -15 19 17 -17 -9 25 21 -21 -3 -16 -25 26 27 28 -1 -28
right_child=1 2 3 4 5 6 -8 8 9 10 -12 13 -14 14 23 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.00053161045395350593 0.061410978547219511 0.0070197412361591846 0.052348887020182804 -0.058027031894165963 0.068144344579245938 -0.051408280526928668 0.0012558502111661082 0.023535532531967239 -0.09255849376596105 -0.12558549427409685 0.076580866691405861 0.10254980590868797 0.054300559532848104 0.060168112769840167 -0.10683787492789615 -0.10453375453262248 0.083910739531136827 0.0066989897902371854 -0.06541913971409806 0.066566014683961866 -0.011980046280009499 -0.10608916967536311 -0.10532723458440621 -0.10420825226815718 0.01526897398324311 0.023889945991433389 0.018246259016754623 0.023495490039506472 -0.02392782933369611 -0.034191577125427329
leaf_weight=51.918131085576967 0.70486080285627828 0.080148896138779402 0.45233129086409363 0.39693282576626998 0.49378336964582459 0.66678141956799564 9.0155192511952791 0.25723092613406995 0.66914126163101206 0.30763401325384598 0.36487720208242536 0.13971135765314102 0.62537922769115539 0.15645714064521599 0.17835199266346535 0.22909831881872722 0.74778472445905209 0.51239327553275871 0.34506006999686889 0.093888061775941223 0.8108849601521797 0.30971822385617997 0.19913157930474767 0.075037742154563603 0.13767705526981899 0.90028323147271194 0.46345734455098764 2.2722543461257763 1.8068194175139058 1.4570358599662538
leaf_count=1262 11 9 11 9 10 14 975 13 15 14 6 2 12 8 8 33 13 43 29 10 19 65 76 21 34 15 19 35 20 89
internal_value=2.34972e-05 0.00284888 -0.000802552 0.00102843 -0.00116714 0.00105076 -0.00237092 -0.000500312 -0.0172632 -0.0363044 -0.00862129 -0.0398699 0.0142049 -0.00150023 -0.0280506 0.000387004 0.0283568 -0.0276685 -0.0274277 -0.000306868 -0.0299075 -0.0659256 -0.0730855 -0.063345 -0.0268781 0.000304336 -6.22833e-05 0.000674224 -0.000290983 -0.0215372
internal_weight=76.7878 12.0095 11.3046 11.0253 10.573 10.1761 9.6823 64.7783 3.25656 2.02889 1.35975 0.994869 1.22767 0.687235 0.547524 61.5217 1.48928 0.741492 0.602291 60.0325 1.21449 0.403606 0.27928 0.391067 0.212715 58.818 57.9177 55.9972 53.725 1.92049
internal_count=2900 1115 1104 1019 1008 999 989 1785 162 108 93 87 54 73 71 1623 89 76 42 1534 94 75 85 63 55 1440 1425 1317 1282 108
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 1 2 2 1 0 0 1 0 0 1 1 2 2 0 1 0 2 2 2 2 0 0 2 2
split_gain=0.0109779 0.0426105 0.147652 0.0402525 0.0371014 0.075169 0.122611 0.0379603 0.0423007 0.207789 0.0513957 0.114141 0.0851028 0.0518013 0.155463 0.0776536 0.0923177 0.0565951 0.0327671 0.0197607 0.0810751 0.0718712 0.0503469 0.143075 0.0572411 0.208947 0.0502996 0.0255126 0.207881 0.439925
threshold=44.157169339850007 43.874475754150005 0.34554354660000003 0.35877668335000007 44.758188263300006 0.34575312120000007 0.41367024935000007 45.154229826150008 47.001379125850008 0.41640968835000008 0.61802041855000012 0.58859016195000013 0.5024400467000002 0.51017933595000009 0.53225951315000009 0.40259273675000007 0.48363821445000005 48.919835655300012 48.680511450650009 0.56639022785000004 0.47976108500000009 0.56915960600000015 42.686561923500008 42.487106141350004 41.872669623500009 39.420767558750008 0.57507260265000015 0.54679500610000009 42.297164883650005 41.840895355800008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -3 -4 5 -2 -7 -6 9 -9 11 13 -12 17 -15 18 -17 -10 -16 27 21 -21 23 24 25 -23 -27 -1 29 -29
right_child=4 2 3 -5 7 6 -8 8 10 -11 12 -13 -14 14 15 16 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00016886603196828142 0.00019633652100786776 -0.023986837557595533 0.046883205271182268 0.014733327905714313 0.022451266287618114 -0.10766850095723911 -0.00018060232579524124 -0.10528763810586446 0.018927858324810438 0.0039199630427370286 -0.10356524479280041 0.058186259227023675 -0.0037267566448933201 -0.11035185775955221 -0.0058483172979082619 -0.10210152615147586 0.0026215157692882872 -0.0072510614949303429 0.044574280030590177 0.040621465320085599 -0.053912842723998093 -0.10236096050446304 -0.048686502305707369 0.095995474624891539 -0.040395455287703885 0.0057575316802486957 0.051643715949313829 -0.013790799129318186 -0.064434828736411709 0.077017004913769144
leaf_weight=59.09328043032567 0.67348816879731888 0.70721836254165227 0.79361571790650465 0.7646606630878523 0.63827504131927515 0.21071002291864716 0.21380448438378608 0.23008143995411945 1.5534467502002374 0.71770959031709936 0.12201375595304842 0.3513889076543818 0.28435190534401045 0.16273575561581288 0.24421126092784107 0.14273608443085095 0.20518685793649638 1.7630001419125276 0.272902643733687 0.6924880229741478 0.1935359493190062 0.14799257001045674 0.17257799710205279 0.16619838494807471 0.30576163454679761 0.56604734527354594 0.4133312355779708 3.4226215475971591 0.56394887606802502 0.63201162230689067
leaf_count=1462 24 23 12 31 33 22 31 73 31 37 17 41 81 56 16 45 22 36 29 34 319 117 18 4 18 19 34 169 34 12
internal_value=1.85235e-05 0.000422203 0.0139084 0.031107 -0.00353998 -0.0205766 -0.0535328 -0.000742997 -0.00319009 -0.0225908 0.000413969 0.00336658 -0.0337039 -0.00106759 -0.0206832 -0.00381424 -0.0403413 0.00501133 0.0207618 -3.81395e-05 0.00840986 0.0133042 0.00262825 0.00816544 -0.00202008 0.00838795 0.0251231 -0.000390573 -0.00754842 0.000363771
internal_weight=76.4213 68.6353 2.26549 1.55828 7.78604 1.098 0.424515 6.68804 6.04977 0.947791 5.10197 4.69561 0.406366 4.34422 1.02777 0.865037 0.347923 3.31645 0.517114 66.3698 2.65793 2.4644 1.77191 1.59933 1.43313 1.12737 0.979379 63.7119 4.61858 4.05463
internal_count=2900 2306 66 43 594 77 53 517 484 110 374 276 98 235 168 112 67 67 45 2240 563 244 210 192 188 170 53 1677 215 181
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 0 0 0 2 0 0 1 1 0 2 2 2 2 2 1 0 2 0 0 2 2 0 2 2
split_gain=0.0120065 0.507024 0.0696319 0.274199 0.188003 0.329022 0.231646 0.207459 0.178753 0.11041 0.365589 0.234318 0.307047 0.173971 0.316172 0.0737885 0.169068 0.0996936 0.561561 0.219528 0.20124 0.305638 0.12813 0.119894 0.332986 0.0846688 0.208893 0.0754815 0.381966 0.335396
threshold=41.322103772800006 41.348489042950007 0.36000419150000007 0.48607826115000008 0.34581299960000006 0.48181192180000004 0.47868327295000007 0.48320409570000006 0.49678153350000009 40.621691032550004 0.48041974790000003 0.48101853240000009 0.34515433670000012 0.34479506600000004 0.47814436690000012 41.21013581150001 41.134354310300004 40.08085804200001 40.305698932850007 39.893178577750007 0.41985269900000005 0.55671985870000007 39.788107623550012 0.56323163980000013 0.57507260265000015 39.530201452500002 39.420767558750008 0.52161611930000007 39.344049039350004 37.797539186950011
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 9 -4 10 13 12 -11 14 -1 16 17 19 -19 22 -20 -22 25 -23 -25 26 27 29 -29 -10
right_child=1 -3 8 -5 5 -7 -8 -9 15 11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.8455905104412571e-06 -0.10240140214427165 7.5084038642176591e-05 -0.070382078112244492 0.049231839397380697 0.037555084784520167 0.061898539831565139 -0.070854369167712983 -0.044740088282927692 0.005918136845751553 -0.028867438440161652 0.066490637845335113 -0.043652256283521734 0.0374535669237041 0.019906251778685949 -0.076202247935401077 -0.031549682020314128 0.053298542886919931 -0.087054924372130554 0.027119340181165876 0.039517313080172478 -0.056393435758941436 0.056799322564112131 -0.049841658925286553 -0.077708258781040776 0.065904481543132401 0.023212218851930325 -0.046402960581905711 0.0016996550932233062 0.094003010698620035 -0.058844415917737092
leaf_weight=3.0390916577916465 0.48917849073683228 37.108289073714829 0.37950597422227161 1.3606947856023897 0.36962204550007216 1.2682294305413959 0.42228898406028748 1.0537424106150854 3.6292070303170556 1.3371492081118961 0.96252159774303425 1.4611313417553899 1.4605982031971505 2.6523698140737118 0.66322816733736534 0.77149157307292071 0.57755627513688423 0.86675251216797633 1.7511517239618117 1.4380542486626371 1.0755134741775694 0.46906977775506653 0.52708044799646891 0.34038629646238405 0.30712568883727442 1.4557255090649057 0.98791897059936751 6.4570887893688278 0.48177118925377715 1.0256660986779023
leaf_count=132 11 1529 32 37 32 11 13 9 78 31 16 11 19 48 13 19 11 30 38 38 21 9 16 17 51 36 18 539 7 28
internal_value=1.35987e-05 -0.00125823 0.00125266 0.00628648 0.00230856 0.0303192 -0.0202546 -0.00226044 -0.00233174 0.00160637 0.00905709 -0.0111948 0.00575625 0.000357844 -0.0136468 -0.00116641 -7.0551e-05 -0.00155157 -0.0141755 0.00224289 0.00184395 -0.0183473 -0.00143748 0.0182996 -0.00959035 0.000380017 -0.00226172 0.00149962 0.00810836 -0.0083518
internal_weight=76.1892 37.5975 38.5917 16.0507 14.69 2.06014 0.791911 12.6298 22.5411 11.5761 7.31721 4.25888 2.79775 6.35469 3.70232 22.1616 21.3901 20.8125 4.81 16.0025 3.94325 2.1921 14.5645 1.11658 0.647512 14.0374 12.5817 11.5937 6.93886 4.65487
internal_count=2900 1540 1360 372 335 56 45 279 988 270 209 61 50 193 145 956 937 926 166 760 136 98 722 77 68 706 670 652 546 106
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 2 0 2 2 1 2 2 1 0 2 1 1 1 2 2 0 0 0 0 0 0 2 1 1 0
split_gain=0.0130756 0.212017 0.131609 0.185539 0.177639 0.125792 0.0792974 0.160898 0.258126 0.312358 0.284 0.167695 0.106592 0.401355 0.186299 0.0978861 0.0970003 0.073594 0.193411 0.0604769 0.276168 0.234333 0.341252 0.216497 0.14826 0.192342 0.12136 0.367201 0.0697124 0.0746138
threshold=0.42019700010000005 0.42067602765000006 38.938637541200009 0.56424957340000015 0.4211999641000001 38.512991772500008 0.53905571685000009 39.788107623550012 40.922041107600009 0.41917906650000009 42.072181850200003 38.938637541200009 0.39971857130000005 0.53592706805000012 43.968221017800005 0.40621538280000008 0.39584144190000009 0.3982365797500001 36.514114975300011 40.580626202750004 0.55671985870000007 0.54017843775000018 0.54475913895000005 0.54679500610000009 0.55980359870000018 0.56704889075000009 39.468990633150007 0.43887907550000005 0.42274183410000005 0.55335169605000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -4 -3 12 11 -9 10 -10 15 16 14 -14 -8 -1 18 -18 20 -6 -21 -23 -24 -22 -26 -27 -28 -25 -30
right_child=1 2 4 -5 19 -7 7 8 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 21 24 22 23 28 25 26 27 -29 29 -31
leaf_value=0.00018254153443275547 0.057346701574450071 0.017013402843874367 -0.081126480223706526 -0.060389561005393756 -0.085549591040420328 0.083030734887853952 0.02140771612580122 -0.086809618638586827 -0.12238194380500365 0.072711955567867637 -0.00205880096073216 0.049840576266904961 -0.10420740762923814 0.081463074170766883 0.0079607233631198825 -0.060626009822161944 0.062381063335012858 -0.011762078278061742 -0.10570501133184687 -0.10475583347221583 0.066705457500292234 0.077498870735440914 -0.077433002418064611 0.055836835584588108 -0.059813705934721698 0.058649797542744776 0.10248856762465607 -0.11236405911969741 -0.036375141270283823 0.004125594311366213
leaf_weight=58.441113383510498 0.67851621244336158 0.72895569285577611 0.29272807092638586 0.20203416281177755 0.45862036937614714 0.47781739640049636 0.2563770236083649 0.626207127359521 0.28187811057432532 0.34586654487065971 0.64510366552468668 0.60075674343534047 0.21119020952357803 0.69502064306288958 0.49543449957764096 0.33620743210028081 0.090098224580286823 0.81080883919162261 0.28500206488388358 0.19949033366371782 0.29450032580643881 0.59719645837321866 0.35478096525184799 0.23904203437268723 0.50224525258818153 0.3891676221171565 0.13522877916693687 0.19318587780077223 0.49604125379482855 5.4813459132327296
leaf_count=1440 11 63 8 273 19 7 13 15 14 6 73 12 33 13 43 29 10 19 65 78 7 11 7 11 22 31 2 47 13 505
internal_value=1.85138e-05 0.00308963 -0.000244277 0.0283039 -0.00441915 0.0431527 -0.000542866 -0.0161653 -0.0342471 -0.00838772 -0.0386469 0.0126096 0.000248741 0.0275069 -0.0255632 -0.0251348 -0.000392013 -0.0287058 -0.0653311 -0.00201526 -0.0175647 0.00214852 0.00512358 -0.00145394 0.00302476 -0.0123495 0.0208713 -0.0238958 0.0028823 0.000764588
internal_weight=75.842 11.7209 11.0424 1.40881 9.63357 1.20677 64.1211 3.0924 1.89906 1.27285 0.926982 1.19334 61.0287 1.40165 0.706625 0.592584 59.627 1.18591 0.3751 9.34085 1.97295 7.3679 7.16841 6.57121 1.51433 1.21983 0.717582 0.328415 6.21643 5.97739
internal_count=2900 1115 1104 343 761 70 1785 162 108 93 87 54 1623 89 76 42 1534 94 75 753 128 625 547 536 109 102 80 49 529 518
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 0 0 0 1 1 1 0 1 2 2 0 2 0 2 0 1 0 0 0 0 0 0 0
split_gain=0.0125089 0.110264 0.417781 0.32595 0.080112 0.337465 0.207366 0.231134 0.17855 0.0848716 0.0957868 0.157079 0.355221 0.0911907 0.0688035 0.0604784 0.0492216 0.187033 0.333577 0.117744 0.126564 0.119188 0.133438 0.147466 0.144823 0.0722067 0.212111 0.0488751 0.204542 0.124572
threshold=0.34545372890000009 0.34569324270000007 0.48271009850000007 0.47830903265000008 0.48607826115000008 0.48320409570000006 0.3453339720000001 0.48181192180000004 0.48015029490000011 0.47943175355000006 0.34518427590000006 0.34500464060000008 0.34488488370000009 0.47694679800000012 0.3453938505000001 48.919835655300012 38.938637541200009 0.47470135625000004 38.115457128050004 0.47512050540000011 39.039757512550004 0.47440196400000006 0.31100865245000009 0.41155953415000007 0.39614083410000006 0.4588185982500001 0.43780126340000008 0.47760546090000006 0.47976108500000009 0.47715637260000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 9 10 11 12 13 15 -8 16 17 18 -1 20 -18 22 24 -24 -22 26 -25 29 -29 -3
right_child=1 27 -4 -5 -6 -7 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0029095141707356194 0.014318906168722093 0.0013760047219303888 0.039654427108594036 -0.063762173656173565 0.023901461252135461 -0.048007692738160961 0.050552573670661884 0.043013973151840586 -0.037893717864440124 0.020046938291689596 -0.030629764509273544 0.023942454519617584 -0.081958857289043563 -0.017942784810571346 0.014228599699127001 -0.012892965596277487 0.089493994569775248 0.053809451208813065 -0.12394562301270594 -0.018854560085290947 0.030746389250842016 0.047897546728087437 0.04153356548539662 -0.03043903530098754 -0.11320950315520838 -0.038138057763837441 0.064824288049044956 0.038361072342632266 -0.00027278666469381525 -0.06736368053919807
leaf_weight=0.87256212083380702 0.77651860838477649 0.88719994282928272 0.91216618008911599 1.7163673732866298 1.5487713785041695 1.3536739824339736 1.1029954072270904 1.1813860777765501 1.330899840024357 1.9030252582160745 1.1110684711481145 2.2616411218647832 0.56865886657760789 2.3943309478814863 0.98906166167506615 1.6352955048469082 0.25215880759060416 0.37917456822469819 0.27188062799268664 0.91461486145271909 0.11401582267466714 0.90534716844558705 1.0848417164525019 0.56734708441945236 0.18054786578750281 0.49613785612564243 0.39747406862443313 1.4129068823240221 45.547587724174633 0.37509738055814523
leaf_count=93 32 97 10 35 18 15 23 14 21 21 38 39 24 39 19 28 4 4 9 18 102 8 9 36 19 26 21 35 2031 12
internal_value=1.41785e-05 -0.000860394 -0.018252 -0.0394404 0.00190999 0.000380458 0.00351235 0.000192676 -0.00267499 0.00019885 -0.00242287 -6.5794e-05 -0.0049866 -0.000804283 0.0333797 0.00427975 0.00864302 -0.00705985 -0.0272269 0.0135133 0.0209183 0.0163018 0.00623086 0.0136036 -0.057489 -0.0071359 0.00880627 0.000367642 0.000889596 -0.0190503
internal_weight=75.4448 51.6278 3.40505 2.49289 23.8169 22.2681 20.9145 18.8224 17.641 16.3101 14.4071 13.296 11.0344 10.4657 2.09206 8.0714 6.4361 1.52362 1.14444 4.91249 3.99787 3.74571 2.84036 2.5458 0.294564 1.46096 0.964821 48.2228 46.9605 1.2623
internal_count=2900 2252 77 67 648 630 615 573 559 538 517 479 440 416 42 377 349 106 102 243 225 221 213 92 121 83 57 2175 2066 109
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 0 0 2 2 0 2 1 1 2 1 0 2 0 1 1 0 1 0 1 1 2 1 1 0
split_gain=0.0125241 0.113527 0.0932224 0.0531711 0.0516985 0.0863854 0.116632 0.0530557 0.106381 0.0426174 0.118426 0.0385935 0.0267532 0.114339 0.0738803 0.0369054 0.0208046 0.0165365 0.14588 0.313219 0.167601 0.110729 0.262867 0.12603 0.16829 0.34606 0.0825807 0.208737 0.377164 0.142641
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.3972336157500001 0.42646926740000007 35.818873074050011 0.41155953415000007 0.4447920721000001 41.872669623500009 48.988717865950008 0.39614083410000006 48.680511450650009 0.34307356065000005 0.34193587020000005 37.572218886150004 0.34392682850000006 0.37331217625000007 39.211875820650008 0.47612346935000005 0.3459626957000001 0.35759408400000009 0.49850303880000008 0.36501901140000009 0.49967066855000003 0.36597706655000006 0.36927038110000004 38.703421923500009 0.39078171310000004 0.42274183410000005 0.50749977545000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 -5 -7 8 -6 10 11 16 13 14 -9 -14 -1 18 -17 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -27
right_child=3 -3 -4 4 7 6 -8 12 -10 -11 -12 -13 15 -15 -16 17 -18 -19 19 20 21 22 23 24 25 26 27 28 -30 -31
leaf_value=0.018032259925264481 0.030792017647925937 -0.044716182520025495 0.050504133757821895 0.028245516331119581 0.053633075630550579 -0.012748070981265914 -0.11772047606968916 -0.018080638040803509 -0.011736480394744253 0.0039528816604442593 -0.11457300307253647 0.10155959902677827 0.021311810223769767 0.011019259496482874 -0.10245941383357329 -0.061114708181736969 -0.10065930494336668 -0.00080993485599898806 0.075429470721601735 -0.058119936470704382 0.034463094147056415 -0.069260031970300159 -0.05733073278704192 0.042078112722994436 -0.11336231520245053 0.077851310628293535 0.040768356042773506 -0.065418915752380388 0.032520825316695201 -0.0086958816391325914
leaf_weight=0.048065031412994896 0.56454822147497807 0.58194253616602498 0.3746943287551403 0.19032694003912709 0.53311142710458514 0.28254690347421274 0.16924549380689768 0.22820153576320368 0.46705290730824345 0.67666201567044482 0.12048212066292763 0.043675210326910019 0.81458833813667197 0.62826458364725113 0.19030169919125228 0.34210357947972525 0.021317874511673551 57.117721105113617 0.60138123668730159 0.45470221538562228 1.0652487380307309 0.51167538366280396 0.31923367589479212 1.1626497320830811 0.25469836872071017 0.20033685071393792 1.7435543639585378 0.6847902671433983 0.92340903292188159 3.8513971197515668
leaf_count=11 12 29 4 24 27 19 53 15 34 9 2 1 12 11 47 35 90 1804 13 12 24 13 5 9 8 8 12 15 42 500
internal_value=1.51243e-05 -0.00807319 0.00852278 0.000221118 -1.61592e-05 -0.0282653 -0.0520717 0.000235446 0.0231071 -0.00875928 -0.0455916 0.0279194 -8.63151e-05 -0.015955 -0.0564493 0.000150822 -0.0184357 -9.81562e-05 0.00325757 0.0051281 0.00134372 0.00386666 0.000489775 0.00439448 0.00662837 0.00124646 0.00518929 0.0168012 -0.00918307 -0.00441658
internal_weight=75.1679 1.86684 1.2849 73.3011 72.7365 0.642119 0.451792 72.0944 1.00016 0.910202 0.23354 0.113058 71.0943 1.04677 0.418503 70.0475 0.0693829 69.2329 12.1152 11.7731 11.1717 10.717 9.65174 9.14007 8.82084 7.65819 7.40349 3.35175 1.6082 4.05173
internal_count=2900 146 117 2754 2742 96 72 2646 61 113 104 102 2585 73 62 2512 101 2500 696 661 648 636 612 599 594 585 577 69 57 508
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 0 2 1 0 0 1 2 0 1 2 2 2 1 2 2 2 0 2 2 2 0 2 2 0
split_gain=0.0110168 0.130826 0.0822089 0.103823 0.0632908 0.0517362 0.0482549 0.0459137 0.0135733 0.0810814 0.0448738 0.0514826 0.0353387 0.0491967 0.0253034 0.0561152 0.117911 0.101304 0.0653648 0.0284042 0.0166802 0.0495633 0.0649378 0.233229 0.132225 0.150899 0.116042 0.0831794 0.336482 0.0651278
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.50525433370000017 0.49994012155000006 0.55671985870000007 50.264779514000004 0.47976108500000009 0.59665878265000016 0.66294422320000013 0.57987784795000008 45.027406014450008 0.62406814170000013 0.46208197360000008 42.027086531450003 41.558544840500012 40.621691032550004 0.46419268885000003 39.091773401050006 43.19689381845 43.082598263550004 0.56639022785000004 42.487106141350004 40.922041107600009 40.823855932350007 0.56055207925000017 41.061442884200012 38.994321257850011 0.57161462230000015
decision_type=2 2 2 2 2 2 2 2 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 -5 -8 14 -10 12 -12 13 -11 20 16 17 18 -16 -20 21 22 26 24 25 29 -1 28 -28 -24
right_child=1 2 3 4 -6 -7 7 -9 9 10 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00014154135186202269 -0.1098911614909005 -0.10491695628399528 0.089111653526715531 -0.10146559255899355 -0.1014847226048969 0.087686937323335434 0.058154011385908935 -0.020701031004645959 -0.10262008477716991 0.024734353188776152 -0.10496565527312313 0.0017277598186581111 0.039567433624458866 -0.10127004916751203 0.1002443629885468 -0.026971415349095786 0.10125601734365673 -0.058075569241529804 -0.039147456751026072 0.030098168048040344 0.0034180281271658317 -0.023528996358966339 0.026350491667846383 0.10056945351058531 -0.040616771189425013 0.10220193890338819 0.019612528133922714 -0.0024596655925947447 -0.11314320439249369 -0.031694098983030015
leaf_weight=56.050755875344841 0.1161122711959014 0.062609687447547913 0.14670960977673531 0.047870748542280239 0.061529141404207621 0.067032542778179049 0.11158402501314413 0.2182835923008497 0.089500107609480017 0.080252029723951068 0.074880746893129402 0.11419729505224296 0.26630393983941758 0.050474555446292868 0.11047673150461168 0.22821502905571833 0.17573927389457822 0.16631187337748088 0.084142277036028723 0.2001386307579196 12.266069209750354 0.9304356881168151 0.50813300881964341 0.29010273521998886 0.48057437595343788 0.19468599371612072 0.35683443145887739 0.63349056943843607 0.41062195377253374 0.31199437210876013
leaf_count=1437 22 3 3 58 53 6 15 59 44 98 78 59 19 96 7 22 3 16 47 18 495 47 26 7 27 4 21 13 21 76
internal_value=1.30301e-05 -0.0114319 0.00454356 0.0150385 -0.00642556 0.00672483 -0.00764251 0.00597319 0.000141537 -0.0139677 -0.000430324 -0.0405261 0.0186645 -0.0239169 0.000271408 0.0163574 0.0297778 0.00738921 0.0349696 0.00960265 5.70974e-05 -0.000628079 -0.000268375 0.0185129 0.00259403 0.0230569 -0.000852061 -0.0292794 -0.0514175 0.00426906
internal_weight=74.9061 0.831732 0.715619 0.65301 0.5063 0.444771 0.377738 0.329868 74.0743 0.675609 0.586109 0.189078 0.397031 0.130727 73.3987 0.965024 0.736809 0.56107 0.394758 0.284281 72.4337 60.1676 59.2372 1.78549 1.49539 1.01481 57.4517 1.40095 0.767456 0.820127
internal_count=2900 219 197 194 191 138 132 74 2681 394 350 137 213 194 2287 113 91 88 72 65 2174 1679 1632 140 133 106 1492 55 42 102
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 2 2 2 2 0 1 1 0 0 2 2 2 2 0 1 0 0 2 2 0 0 1
split_gain=0.0111203 0.104613 0.213366 0.0885196 0.325 0.703694 0.103012 0.235544 0.0842361 0.0695817 0.108337 0.135779 0.0737966 0.0686634 0.109917 0.068594 0.25069 0.133456 0.240014 0.158699 0.152141 0.132821 0.197017 0.27301 0.149927 0.414538 0.265089 0.141896 0.123819 0.122346
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.50482021495000018 0.43374449865000003 41.134354310300004 40.982542372850013 40.878805547300004 40.79983011445001 0.48368312325000012 0.34521421515000011 0.36665069905000008 0.54095685760000012 0.54317236010000014 40.337496327150006 40.532725462000009 40.21994457600001 40.12915366295001 0.53839705400000015 0.39078171310000004 0.52772372085000019 0.50449088350000015 39.530201452500002 39.646013290900008 0.52215502530000013 0.52898116820000018 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=8 -2 -3 4 -4 -6 -7 -8 9 10 11 15 -11 -10 -15 17 -17 19 -19 20 21 22 24 -24 26 27 -1 -26 -25 -20
right_child=1 2 3 -5 5 6 7 -9 13 12 -12 -13 -14 14 -16 16 -18 18 29 -21 -22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=0.0013956546925198391 -0.025624501417165949 0.068586290794912769 0.024952002980435026 0.0006479397347239819 -0.11170652936817922 0.037932417183806244 -0.079682742069717927 0.048247681475071393 -0.0043722737964016888 -0.0011007763241145277 0.039919270263031076 -0.040022963325954342 -0.039850574225473528 0.042168167593012749 0.0026267770423753249 -0.062897262093069561 -0.00045777964531016789 0.059029608654436377 -0.017336235288226781 -0.028503909784287868 0.044295044632945722 0.042343049685917761 -0.11929524610678686 0.02810422345689172 -0.01967045640251552 0.055989618718201475 -0.04297878510707296 0.013563506442449236 -0.045713142602692318 0.025754547639722042
leaf_weight=7.7603070764923192 1.6764167784067598 0.44706741358709123 1.1727441253970021 31.924913068253353 0.8312834054231647 0.59188013989478327 0.31570170116901863 0.26450002058743394 1.2904733940777067 1.0885437354181693 0.68927420330874056 0.83167997773762081 0.89601651073022015 1.4871525416165243 1.3332874375406047 0.75210561142011911 4.4329727223651219 1.1297944057150737 1.3345100599026412 1.7844574056307454 0.83985178865259413 0.73740520797582476 0.31827538569831293 0.42068560048937798 2.2690490175737059 1.6998785329051314 1.6288126253266453 2.961440706756548 0.49414344518663711 1.3015201805683316
leaf_count=262 22 11 26 1419 9 9 22 22 17 18 24 24 28 17 32 19 531 32 19 23 15 20 58 15 54 23 37 31 39 22
internal_value=1.13631e-05 -0.0012129 -6.16735e-05 -0.000936015 -0.0168573 -0.0413319 0.00858044 -0.0213623 0.00122723 -0.000436665 0.000711561 -0.000168817 -0.0185961 0.0147341 0.023476 0.000941033 -0.00951475 0.0031377 0.0204672 1.73498e-05 0.00267785 0.000766845 -0.00097982 -0.0395218 0.00193242 0.0130887 -0.00630237 -0.000853784 -0.0117681 0.00393952
internal_weight=74.7061 37.2245 35.5481 35.101 3.17611 2.00337 1.17208 0.580202 37.4816 33.3707 31.3862 30.6969 1.98456 4.11091 2.82044 29.8652 5.18508 24.6801 3.76582 20.9143 19.1298 18.29 17.5526 1.2331 16.3195 6.93037 9.38912 5.23049 0.914829 2.63603
internal_count=2900 1540 1518 1507 88 62 53 44 1360 1294 1248 1224 46 66 49 1200 550 650 73 577 554 539 519 112 407 108 299 85 54 41
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 0 1 0 2 1 1 1 2 1 1 1 0 2 0 2 2 1 0 0 1 1 0 1
split_gain=0.0129862 0.189027 0.104787 0.149247 0.135929 0.215281 0.13109 0.365806 0.0878365 0.0796758 0.10042 0.0753013 0.0600533 0.113801 0.195445 0.0994334 0.164129 0.0992707 0.169058 0.276452 0.177845 0.0940725 0.0847633 0.0681779 0.077489 0.110885 0.100389 0.111128 0.0764325 0.128727
threshold=0.42019700010000005 0.42067602765000006 0.54017843775000018 0.54095685760000012 0.4211999641000001 0.54475913895000005 0.4355408521000001 0.54679500610000009 0.43672345135000007 0.56323163980000013 41.061442884200012 0.4274273225500001 0.40621538280000008 0.41753240920000007 43.968221017800005 0.39971857130000005 0.4019490434500001 0.39584144190000009 0.53592706805000012 43.633733172900008 0.52161611930000007 39.685256516350002 40.380906245900007 0.39458399450000009 0.52366695610000014 0.52468488970000016 0.39024280710000009 0.38906020780000011 0.51929582950000019 0.38042274180000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 11 -4 -5 -6 7 -7 -8 10 -9 -3 15 14 -14 17 -17 23 19 20 -19 -22 -15 24 26 -26 27 28 29 -1
right_child=1 2 3 4 5 6 8 9 -10 -11 -12 -13 13 22 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00055968978197806546 0.055416616330895778 0.014711324872853277 0.091456618693769962 -0.062557375024304529 0.051096517083639409 -0.11490262064869937 0.037055203616692851 -0.037744233047293359 -3.3000266199024001e-05 -0.046387362246848265 0.028260998494719691 -0.10416174721894306 -0.10429888872076608 -0.019406749712831132 0.01809181541365134 0.074711973826643102 -4.345970687286732e-05 0.036203723451276475 -0.087693061782508186 0.071104920811464176 -0.0016132904396290637 -0.1065387674486626 0.023495648658615989 0.026642475189802412 -0.070317706377925712 -0.0089180540613488842 0.021340731910694067 -0.025163271735757095 0.025063515175789027 -0.033179636940809686
leaf_weight=48.545513972216852 0.65169861179310906 0.079315931534437278 0.18101889872923393 0.3374371113604856 0.81868840309471025 0.37184384147985738 0.70765548545023182 0.32490650199133575 6.5402098860281486 0.33701169198508285 0.79322619970844244 0.16239368298059986 0.330691664637491 1.3352806359746412 0.21550175251465475 0.46964463641324872 0.78394220529389713 0.19268999650876029 0.34628079571120907 0.31157322706712876 0.11591701270117483 0.32507721900401521 0.70295277665718447 0.95283345657116925 0.35141290809224246 1.8044445731045469 2.1978578098851065 1.7618932427139942 1.2244994085376664 1.157796662300824
leaf_count=1203 11 9 5 9 20 10 19 44 859 28 25 76 54 34 37 22 34 4 21 13 27 43 22 23 21 113 35 20 35 24
internal_value=1.41419e-05 0.00313536 -6.27437e-05 0.00144832 -0.000144215 0.0019845 -0.00244615 -0.0263849 0.00358816 -0.00376531 0.00908123 -0.0651541 -0.000544847 -0.0154731 -0.0560094 9.24195e-05 0.027963 -0.000496878 -0.0279173 -0.00601936 -0.0439402 -0.0789587 -0.00461043 0.000113757 -0.00032937 -0.0189264 0.00040108 -0.00047238 0.000381823 -0.000226239
internal_weight=74.4312 11.3054 10.6537 10.412 10.231 9.89354 9.07485 1.82699 7.24787 1.45514 1.11813 0.24171 63.1258 2.58443 0.546193 60.5414 1.25359 59.2878 1.29154 0.945257 0.633684 0.440994 2.03823 57.9963 57.0434 2.15586 54.8876 52.6897 50.9278 49.7033
internal_count=2900 1115 1104 1019 1014 1005 985 107 878 97 69 85 1785 147 91 1638 56 1582 108 87 74 70 56 1474 1451 134 1317 1282 1262 1227
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 0 2 2 1 1 0 1 1 1 0 0 1 2 2 0 0 2 2 2 2 2 2 2
split_gain=0.0112934 0.084615 0.181042 0.0903238 0.0649621 0.0654387 0.0603728 0.111934 0.096169 0.108814 0.0549514 0.394164 0.329839 0.298395 0.231279 0.277745 0.352932 0.202749 0.154662 0.18147 0.326043 0.277863 0.182967 0.103618 0.307895 0.0906455 0.205477 0.313803 0.18925 0.135158
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.532441862050007 41.134354310300004 41.24714903835001 40.982542372850013 0.48218616210000004 40.878805547300004 40.79983011445001 0.3453339720000001 0.3453938505000001 0.47976108500000009 0.34554354660000003 0.34632196640000007 0.35585760905000008 0.48543456785000005 0.47886290830000006 0.34500464060000008 40.259171735100004 39.788107623550012 0.47694679800000012 0.47470135625000004 38.938637541200009 38.115457128050004 40.580626202750004 40.08085804200001 40.305698932850007 39.893178577750007 39.211875820650008
decision_type=2 2 2 2 2 2 2 2 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 -6 8 -8 9 10 12 -12 17 -13 -15 -16 -17 18 19 20 21 22 23 24 -1 26 28 -28 29 -18
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 11 13 -14 14 15 16 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0034942416994873243 -0.023173765762579221 0.064355346920071055 -0.027507742325022608 -4.4311301183993676e-06 0.026946724646565463 0.0014419415437199078 0.0092909553867931514 -0.038640341723250704 0.038349707695657431 -0.035720161103172686 -0.081530747360557612 0.064593452743556393 0.050203117789959652 -0.051068423805720499 0.053578495847714097 -0.10856884314478668 0.0045033755942862404 -0.054854656169415754 0.041674947795992047 -0.047842913793388502 0.082409335689905119 -0.073041237559086342 0.061095864150924918 0.027582295989187045 -0.12184675053085046 0.025134588174443542 -0.079572084882001834 0.0047872393254790131 0.037314989039474319 -0.01666526673326868
leaf_weight=0.85940421787285781 1.6771114178142443 0.4293416443406376 1.2379296588114801 33.707554877390074 1.8661348399323276 2.1825300174805875 0.88167898269784828 1.0889975657814543 0.66927782020275017 0.8282793615785512 0.5972347622868871 0.70966387446970003 1.507638609036803 0.89528445131145673 0.9527101698391246 0.30431648688497048 10.380877679728309 0.65401190455304448 0.90770205762922263 0.76475963371649403 0.47940454514719011 0.51648721564561118 0.50795195996761311 0.56206429842859496 0.25387693138509349 1.3323701202621112 0.81983101032488892 0.95414204380745105 1.3627733006896949 4.2514063401081321
leaf_count=93 22 11 33 1474 33 33 16 30 24 24 10 9 20 17 36 41 634 8 20 16 8 9 6 11 9 42 31 37 39 104
internal_value=8.52928e-06 -0.00122629 -0.00018577 -0.000978725 0.00124206 0.0131978 -0.000222877 -0.0171959 0.000853621 2.81769e-05 0.00102938 -0.00137399 0.00876062 0.00080566 -0.00132422 0.000863335 -0.00172468 -0.00258775 0.00445793 -0.00410759 0.00641302 -0.00708175 0.00852182 -0.00741822 -0.025089 -2.24769e-05 -0.00190882 -0.0341989 0.00167239 -0.00164717
internal_weight=74.1427 37.0519 35.3748 34.9455 37.0908 4.04866 33.0421 1.97068 31.0715 30.4022 29.5739 22.5606 7.0133 21.9634 21.2537 20.3584 19.4057 5.50566 4.85165 3.94395 3.17919 2.69978 2.1833 1.67535 1.11328 19.1014 17.769 1.77397 15.9951 14.6323
internal_count=2900 1540 1518 1507 1360 66 1294 46 1248 1224 1200 1000 200 990 981 964 928 180 172 152 136 128 119 113 102 887 845 68 777 738
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 2 0 1 0 0 2 0 0 1 2 2 1 1 0 2 2 1 1 0 0 2 0 2 1
split_gain=0.0123622 0.120617 0.0715538 0.22248 0.118185 0.0696249 0.135118 0.124025 0.0712735 0.0622179 0.0605997 0.074958 0.058949 0.0568281 0.0521146 0.0881117 0.100795 0.0351573 0.171978 0.164047 0.126258 0.280558 0.123221 0.144263 0.115354 0.094958 0.0589295 0.146381 0.093727 0.0409237
threshold=0.54317236010000014 0.54384599265000022 0.41917906650000009 38.052786106700005 0.4211999641000001 0.4355408521000001 41.061442884200012 0.55671985870000007 0.43672345135000007 0.54095685760000012 0.55411514625000013 49.842240509300005 0.55411514625000013 0.55980359870000018 0.44922307715000004 40.823855932350007 42.34047585750001 0.39971857130000005 0.4019490434500001 0.54017843775000018 42.072181850200003 44.215931556700006 0.41640968835000008 0.41865513010000005 0.53905571685000009 0.52803808270000008 37.858673296900008 0.53136133645000017 43.673409002000007 0.39051226010000012
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 6 7 -6 -7 17 -5 -12 -10 -14 15 -15 -17 25 -19 20 24 -22 -23 -24 -20 29 -27 -28 -29 -1
right_child=1 2 4 10 5 8 -8 -9 12 -11 11 -13 13 14 -16 16 -18 18 19 -21 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.00033656739486901728 0.052574323642704035 0.068761376697669657 0.032178904837896961 -0.10457465341661652 -0.073378886041743793 0.03377822444891921 0.0068382385574476609 0.0019789889314393893 -0.047912464387640234 -0.020936169127483903 -0.10180646745367855 0.068975358213485147 0.026190406102516935 -0.067611384529937452 0.0043617338739158204 0.019412403896067805 -0.038207334500444508 0.07052205426128845 0.0018250601043911638 0.070420690231512151 0.063988484447023639 -0.10959668757962684 0.097732830104787949 -0.10186488438186886 -0.067905697740429635 0.015065020033056875 -0.070451717018683219 0.015498705861816184 -0.039136205908378574 0.012609459077027124
leaf_weight=53.723572019743251 0.47127512097358426 0.1443583686881017 1.2015645092179728 0.25410088000543851 0.58806317983180534 0.69744902839011036 1.0526148827284485 0.3474296239194814 0.24561403808547755 1.460666001390108 0.049768692009365623 0.053142264907364734 0.84280244842739183 0.28456451708394626 3.932981207887996 0.69170997955370672 0.54107786693975868 0.41299402171352939 0.43573258196835263 0.28438882423506573 0.50457376417057276 0.18229198525068568 0.085458920599194244 0.062837236216132908 0.52077865124010714 0.37837655325711184 0.56812971350154828 0.69018644835159626 0.57608013246499468 2.5580152569386589
leaf_count=1314 11 20 28 41 41 19 36 35 11 35 29 11 29 37 721 20 41 17 34 9 32 28 5 57 14 23 40 27 16 119
internal_value=1.25107e-05 0.00304093 0.000904627 -0.0359964 0.00267916 -0.0011635 -0.0177384 -0.045392 0.00339037 -0.000540295 -0.0783553 -0.0136163 0.000149079 0.00202487 -0.00171193 -0.0174549 -0.00587724 -5.1776e-05 0.0115879 -0.000135928 -0.0113352 0.017074 -0.0545312 0.0131577 -0.0361403 -0.000547069 -0.0208671 -0.0282787 -0.00935711 0.000251833
internal_weight=73.8426 11.3985 10.9272 0.50137 10.4259 9.22431 1.98811 0.935493 7.2362 62.4441 0.357012 0.102911 6.53875 6.29314 5.45033 1.51735 1.23279 60.9834 2.48906 2.07606 1.79167 0.835162 0.330588 0.148296 0.956511 58.4944 2.21277 1.8344 1.26627 56.2816
internal_count=2900 1130 1119 101 1018 990 112 76 878 1770 81 40 859 848 819 98 61 1735 196 179 170 122 90 62 48 1539 106 83 43 1433
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 0 0 0 2 2 1 0 2 0 1 0 2 1 2 1 0 0 1 1 2 1 0 1 0
split_gain=0.0116246 0.150714 0.0577979 0.201717 0.208413 0.145735 0.0771228 0.149008 0.0750154 0.102894 0.0741172 0.055177 0.147595 0.172618 0.0972804 0.086632 0.201604 0.241319 0.167873 0.0888065 0.0459372 0.0694718 0.0921456 0.0767198 0.0829216 0.0695236 0.295113 0.0592363 0.104402 0.162535
threshold=0.42829556000000008 0.42892428370000008 0.54679500610000009 38.771633980050005 0.54749857790000023 0.54910032635000017 0.54317236010000014 0.54095685760000012 0.55754318735000019 41.169697216150006 40.036761086100007 0.39971857130000005 0.53592706805000012 43.968221017800005 0.53225951315000009 0.39584144190000009 0.53592706805000012 43.633733172900008 0.39904493880000008 39.995120105550008 0.39458399450000009 0.52366695610000014 0.52468488970000016 0.39024280710000009 0.38906020780000011 40.496232821400007 0.38398550940000004 0.51929582950000019 0.38042274180000007 0.51484985480000012
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 -7 -8 15 13 -13 -15 20 17 18 19 -17 21 23 -23 24 27 -24 -27 28 29 -1
right_child=1 -3 3 4 5 8 10 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00033844884236088003 0.086901022166519001 0.0013613982571394258 0.094442828164470638 -0.11749556381154458 0.038333954624548687 0.036689293819655328 0.043511568326806256 -0.03415015171200237 -0.10355960443691066 -0.066411294764494727 0.0024256650606626728 -0.10369620064186216 0.032520490359322148 0.053161853749246271 -0.033347939458038586 -0.005595080183247776 -0.11062495467488348 0.067747956150273611 0.035494538644178807 -0.10812192902284745 0.022782038793235641 -0.066498028553041696 0.016965119328117565 0.018751813582859697 -0.021699443552539263 0.038840083228623055 -0.075246039512534169 0.022277096020746231 -0.030009282726836811 0.040578827462399214
leaf_weight=47.293212975080465 0.21121944393780978 8.2983536676485219 0.133998873094895 0.24249693572892261 0.34181674418505281 0.17124873182183364 0.78336727958776353 1.2972539667830449 0.1557984909222796 0.22265077160849955 0.99899843334242178 0.19102407037422553 1.5672852702264206 0.24580156952970356 0.27587403444340453 0.1187618108542654 0.23375790030695498 0.29483873388380744 0.18816721863640851 0.29269833837679471 0.875110307554677 0.33776674386899586 0.62327942593378771 2.1743919701090126 1.7690590481506649 0.39746554824523628 0.52785865099576768 1.2001834881557432 1.1481750383973111 0.99115511623949615
leaf_count=1179 11 1014 24 9 7 13 21 31 47 30 31 39 38 34 12 29 9 13 7 38 15 21 28 35 20 14 48 35 24 24
internal_value=8.7939e-06 0.00348461 -0.000445594 -0.0215865 -0.0352969 -0.0129384 -2.55922e-05 -0.000614769 -0.0448209 -0.0215881 0.0204833 0.000101393 0.0153632 -0.0223671 0.00741349 -0.000493769 -0.0279354 -0.00632552 -0.0427477 -0.0785291 4.61961e-05 -0.000306186 -0.0191736 0.000345947 -0.000417797 -0.00885163 -0.0262413 0.000325763 -0.000207198 0.000501479
internal_weight=73.6031 8.50957 65.0935 1.26801 1.13401 0.891515 63.8255 62.0431 0.549698 0.3939 1.78237 60.7459 2.27998 0.7127 0.521676 58.4659 1.12822 0.894466 0.599627 0.41146 57.3377 56.4625 1.88637 54.5762 52.4018 1.5486 0.925324 50.6327 49.4325 48.2844
internal_count=2900 1025 1875 130 106 97 1745 1693 90 43 52 1662 123 85 46 1539 96 87 74 67 1443 1428 111 1317 1282 90 62 1262 1227 1203
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 2 2 1 0 2 2 1 1 2 0 2 2 2 0 0 2 2 1 0 1 0 1 2 0
split_gain=0.0108766 0.37257 0.149285 0.100425 0.0589911 0.236853 0.151902 0.0836383 0.11638 0.209867 0.176587 0.0790551 0.195065 0.351549 0.18261 0.153564 0.0881262 0.174803 0.0614432 0.0578658 0.268159 0.0822106 0.262799 0.254036 0.271006 0.123338 0.21256 0.207988 0.0961808 0.0785229
threshold=38.703421923500009 38.592454371550012 38.512991772500008 38.994321257850011 39.268993001500007 0.52266399210000014 39.420767558750008 39.788107623550012 0.34524415440000006 0.5089817670000002 39.530201452500002 40.21994457600001 0.39135055835000004 0.41985269900000005 40.259171735100004 0.48414718120000005 40.496232821400007 40.380906245900007 40.580626202750004 0.54191491270000014 0.54475913895000005 41.322103772800006 41.558544840500012 0.42440346100000009 0.55980359870000018 0.42552618185000007 0.55754318735000019 0.43625939340000008 49.842240509300005 0.51589772760000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 8 -8 -10 -11 12 15 -14 -13 -9 17 -16 -18 29 -21 23 -23 -22 -25 28 -27 -28 -24 -20
right_child=3 -3 -4 4 6 -7 7 11 9 10 -12 14 13 -15 16 -17 18 -19 19 20 21 22 25 24 -26 26 27 -29 -30 -31
leaf_value=-0.0019646119276315425 0.022616615783571867 -0.12048089746639212 0.076620455796676923 -0.043993002205845344 0.035652689568893232 0.017878748416215832 0.012212039317636023 0.0009005186193821416 -0.068594968833536912 -0.041379502442614347 0.015753090447225233 -0.04391182676543888 -0.086124902875485687 0.026084870078133378 -0.003194437081714806 0.050211813109114503 -0.022559427158813209 0.057953807147174977 0.00027155455446352909 0.050037198672886307 0.080095535885165312 -0.11124238762284616 -0.10364490010812755 -0.074380037204925309 0.024050294356201568 0.05426801778182197 -0.10753940738818396 -0.0014413491003120299 0.036305118182228827 -0.013721159389463717
leaf_weight=8.4165206603652738 1.9821453918098146 0.26318397431850904 0.24888213636001033 1.335743511328473 1.196515313873532 1.1526123353605724 1.2150632005068462 1.0750081493106334 0.79314289710600894 0.9439414790163031 1.2673118032497539 0.9433867807189803 0.46994807209557599 0.68790483504767508 1.1640346383072131 1.5308846909028941 1.2139150105640499 0.7812708789597308 34.104838369108663 1.2740028415046234 0.48532707447884593 0.22960109762280456 0.19527394442002322 0.39175666333176173 0.97807769513632081 0.66788223527873913 0.19498068405664559 3.5271952059971454 0.065605017699795098 4.544884435797079
leaf_count=696 48 12 12 19 24 41 16 26 17 17 34 12 21 37 36 24 24 24 851 29 8 16 58 9 72 19 10 393 21 274
internal_value=3.3775e-06 -0.00326752 0.000292458 0.000456778 -0.000246793 -0.0153339 0.000379515 -0.000338925 -0.013903 -0.0244646 -0.00863571 0.000710723 0.0146945 -0.0194587 -0.0003261 0.0298694 0.000499258 0.0213638 -0.000348562 0.000229287 0.00796511 7.51321e-06 -0.00680378 0.0179266 -0.00409963 -0.001648 0.00232175 -0.00699914 -0.0684507 -0.00137387
internal_weight=73.3408 8.92859 8.6654 64.4123 62.4301 2.48836 59.9418 58.7452 4.21946 3.0044 2.21125 54.5258 3.76375 1.15785 50.762 2.60589 49.8186 1.94531 47.8733 46.6594 8.0097 6.7357 4.88054 1.85516 1.36983 4.65094 4.39006 3.72218 0.260879 38.6497
internal_count=2900 720 708 2180 2132 60 2072 2048 84 68 51 1964 108 58 1856 50 1844 60 1784 1760 635 606 517 89 81 501 422 403 79 1125
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 0 0 2 0 1 1 2 1 0 0 0 2 2 0 2 0 0 1 2 0 1 0 0
split_gain=0.0110743 0.113955 0.356477 0.252062 0.0734739 0.272516 0.189233 0.206009 0.452556 0.107596 0.0709089 0.078477 0.16678 0.45352 0.165184 0.15377 0.145088 0.0656523 0.0847111 0.281528 0.136405 0.0960363 0.125196 0.143431 0.0519752 0.0641403 0.036068 0.231872 0.15501 0.478271
threshold=0.34545372890000009 0.34569324270000007 0.48271009850000007 0.34560342505000002 0.48607826115000008 0.48320409570000006 0.3453339720000001 0.48119816770000007 0.48015029490000011 41.24714903835001 0.47943175355000006 0.34458549145000011 0.34500464060000008 42.541806567400009 0.34518427590000006 0.47760546090000006 0.47739588635000008 0.4755546241000001 38.938637541200009 38.115457128050004 0.47440196400000006 39.530201452500002 0.4588185982500001 0.43780126340000008 0.34587287805000005 41.966555987550002 0.47760546090000006 0.35675578575000005 0.47943175355000006 0.48077901860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 10 -8 11 16 13 15 -14 -13 17 18 19 -1 21 -20 23 -23 25 -3 27 -26 -28 -30
right_child=1 24 -4 -5 -6 -7 9 -9 -10 -11 -12 12 14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=0.0038921782000422771 -0.065131959845754636 0.024742165955422914 0.035975967103417057 0.00031237155386608205 0.023011483898566491 -0.043339202129552799 0.054259344399925004 0.03220923913680214 -0.083676539435408634 0.0083301713907591272 0.018268832351726071 -0.028153258019485129 0.020791781443359275 0.0278082008769951 -0.026211408812399906 -0.082282440260248932 0.045778123198809501 -0.031546557272981751 0.049236660682388085 -0.12022786091665716 0.054439845816296809 -0.0028255718336691587 -0.053331338585518799 0.062284009538424993 -0.1076639370983476 -0.001507960789855201 0.039453607276096259 0.0072414740426143005 -0.10672199167425274 6.8570119357644606e-05
leaf_weight=0.86327241138859434 1.442170697384199 1.883571668993681 0.87533813295885909 0.99426096102888539 1.5265998801551166 1.3416226496919978 1.0553840501466809 1.7886521578884629 0.67552851955406445 0.98712135830629666 1.8552851463900886 1.1124118388092945 2.2107898787826348 1.0103899417445061 1.1297551608823537 0.9935694079613312 0.76158097368431743 0.61018973541047206 0.39988825377076853 0.23181337419282499 0.5685741789638995 3.2971067291592466 0.42734411188484944 0.37702924388577219 0.22880317975378162 1.8402351941331287 0.96776180635788378 0.75549374301213135 0.42377810011384909 40.418485463188716
leaf_count=90 43 18 10 24 18 15 15 22 13 27 21 28 39 25 38 17 15 10 8 8 5 189 24 21 32 29 25 67 13 1991
internal_value=2.94722e-06 -0.000837595 -0.0187603 -0.0384254 0.00180644 0.000314474 0.00319164 -2.83536e-05 -0.00351782 0.0320623 -0.000101235 -0.00253674 -0.0106274 -0.027267 0.00489554 -0.0536906 0.00439471 -0.000257069 0.00283984 -0.0223822 0.00828769 0.00245814 -0.00210269 0.00385579 0.000438376 0.0117698 -0.000547648 -0.0194687 -0.000102206 -0.00103949
internal_weight=73.0538 49.8299 3.31177 2.43643 23.2239 21.6973 20.3557 18.3132 16.5245 2.04251 15.849 13.9937 6.45692 3.11637 3.34055 2.10598 7.5368 6.77522 6.16503 1.09509 5.06994 4.50137 4.10148 3.67414 46.5181 3.72381 42.7943 0.984297 41.81 40.8423
internal_count=2900 2252 77 67 648 630 615 573 551 42 538 517 147 70 77 45 370 355 345 98 247 242 234 210 2175 47 2128 99 2029 2004
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 1 1 0 0 2 0 0 0 1 2 2 2 2 2 0 0 0 1 2 1 1 1 1 0
split_gain=0.0102284 0.0945016 0.148761 0.300255 0.0822496 0.0728497 0.139123 0.156374 0.117261 0.105153 0.0706753 0.358761 0.221478 0.130741 0.153565 0.12204 0.255402 0.0666741 0.302046 0.125952 0.126632 0.220779 0.0887603 0.0582042 0.056922 0.0485871 0.228569 0.102972 0.195109 0.118214
threshold=0.47727612945000003 0.34524415440000006 41.21013581150001 0.34581299960000006 0.47778509625000004 0.47868327295000007 0.34488488370000009 0.34545372890000009 0.47905751325000007 0.47943175355000006 41.395309858300003 0.47694679800000012 0.47512050540000011 0.47577916830000005 0.3447052483500001 38.938637541200009 38.115457128050004 43.022303514600004 42.599563320500003 48.461603274950008 0.47440196400000006 0.39614083410000006 0.47305469895000007 0.32144247180000002 42.718072821900002 0.34458549145000011 0.3447052483500001 0.34482500525000009 0.34500464060000008 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 10 -3 -4 -2 6 -6 -8 -7 -10 12 13 15 14 17 16 -1 18 22 20 21 -19 23 -12 -5 -11 -27 -28 -29 -30
right_child=4 2 3 24 5 8 7 -9 9 25 11 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.003484230904883394 0.015437866889515787 0.021401887504225621 -0.13105894969076612 0.015647710904875455 0.010021017518747276 0.032945877223241243 -0.10306998645352439 -0.014550542254470078 -0.035545154054110177 -0.023282241377759527 0.0068688890178566281 0.073389822557758194 -0.056838117798871414 -0.037811676185067943 0.052450765193669438 0.024411571686203438 -0.1177754154218314 0.08011645194798829 -0.12428768311154828 -0.0070605699105943977 0.10447957896892367 -0.040052194002306953 0.041721357007053733 -0.10299899755120477 -0.039408645574237899 0.052087356439875249 -0.031531923342031094 0.046311502806052451 -0.027584555891302681 0.00032379877898857474
leaf_weight=0.86295992774909247 3.4786207890138021 0.46057579946698091 0.30142230201195708 0.36168421473121271 0.73739013681188115 1.0727172134512546 0.33034442452299118 0.50410403774003498 0.8400762794772153 0.87419160525405359 0.10795524074131879 0.72197272063931439 0.79749732650816429 0.84339582409091907 0.59442768016015168 1.3184145951927346 0.21746847256417823 0.28221571352882113 0.23066660366018255 2.4663290656390018 0.21291586011648178 0.33363035919956019 0.35592001676559448 0.087139308896439616 0.39057301442387882 0.84488046355545421 1.0375354159623373 0.9049521517008533 1.5656629932345811 49.60317705365722
leaf_count=98 41 53 45 17 14 24 25 24 13 15 39 13 11 25 16 40 9 63 16 37 2 41 3 15 37 5 11 11 30 2107
internal_value=1.12568e-06 -0.0028162 -0.0260057 -0.0467282 0.000500234 -0.000390829 -0.021627 -0.0495939 0.000197433 -0.000433599 0.000906396 0.00710315 -0.0111845 -0.00157512 0.00496748 0.00399313 -0.0209229 -0.00195599 -0.0282126 0.00427277 0.0379999 0.0150159 0.0120065 -0.0422038 -0.0129376 0.000104358 0.000483265 -0.000337639 0.000283886 -0.00053014
internal_weight=72.7408 10.9472 1.51426 1.05368 61.7937 58.315 1.57184 0.834448 56.7432 55.6705 9.43291 6.23657 3.19634 5.5146 4.6712 2.39884 1.08043 4.07677 0.781681 3.29509 0.828762 0.615846 0.551015 0.195095 0.752257 54.8304 53.9562 53.1113 52.0738 51.1688
internal_count=2900 580 152 99 2320 2279 63 49 2216 2192 428 270 158 257 232 147 107 216 73 143 106 104 57 54 54 2179 2164 2159 2148 2137
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 2 2 1 2 2 0 1 2 1 1 0 2 1 2 2 2 2 2 0 1 2 2 2 0 2
split_gain=0.0111781 0.108417 0.0784808 0.0435361 0.0986587 0.0429173 0.0326632 0.118173 0.127358 0.190213 0.0912722 0.0584831 0.0455254 0.148886 0.0625789 0.111999 0.0910989 0.0438933 0.0326674 0.0548368 0.059063 0.0464818 0.0694859 0.0236355 0.0210646 0.0855732 0.251351 0.12803 0.0986493 0.0954501
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 48.988717865950008 0.39614083410000006 44.921040431000009 48.852845034800005 0.31063441215000004 48.988717865950008 49.49736495185001 0.47648274005000008 0.50525433370000017 45.673096293200011 0.36501901140000009 0.37668033890000002 0.54191491270000014 47.480720532750006 0.49994012155000006 45.027406014450008 44.527357125550004 44.758188263300006 44.086690780350004 44.215931556700006 0.5810754169000002 0.34392682850000006 38.938637541200009 38.115457128050004 37.663157789700008 0.43780126340000008 40.742467179200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -8 -9 -10 -11 17 18 -14 -15 -16 -17 23 19 21 -21 24 -23 -12 25 26 27 -2 -27 -30
right_child=6 -3 -4 -5 -6 -7 7 8 9 10 11 -13 13 14 15 16 -18 -19 -20 20 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.10071782495892921 -0.0080476558813385689 -0.044097686819670114 0.047492537475419108 0.0051748075094751522 -0.11295713784105393 0.054056395506937319 0.10494513638177901 0.032167703971340757 -0.074981918903582537 0.086821042590012637 0.0096195476004576931 -0.10134975813253022 -0.11151044808188715 0.038916711799494394 -0.079040781426317888 -0.034883468370229619 0.027784088604437158 0.085065102157669548 0.023635404976369609 -0.067137349873692714 -0.0032970966190516275 0.048094263001649408 -0.0009231173235019623 -0.047427249708784036 -0.00046187781827836875 -0.0086713496872136246 -0.076753200406534633 0.081380710752882196 0.01424387004426363 0.074796875551110517
leaf_weight=0.022671954201114231 0.46958529072252664 0.56542980164022072 0.36761754937469959 0.67085108655737713 0.10994676128029823 0.085401105752680451 0.12969347834587042 0.97185252979397752 0.37484610303351928 0.13830004725605249 0.26746146179655739 0.056035473254269164 0.15077812486106168 0.24553766088320106 0.23061782310196555 0.43176780843123197 0.50128177249644068 0.062049339641816914 0.59039263757585914 0.25070984493075243 0.34343963233186514 0.50319367897463851 0.68003121557148916 0.099700707490683271 61.832245609995489 0.62966503091865877 0.39824748510909558 0.24289607342507225 0.58117285778826022 0.47152213707522606
leaf_count=93 51 29 4 9 2 9 1 21 35 3 93 53 25 18 52 40 41 6 39 30 20 19 27 39 2043 33 10 9 19 27
internal_value=2.60242e-07 -0.0077335 0.00863068 -0.00744173 -0.0462631 0.0215873 0.000199689 0.0124847 0.00639835 -0.018686 0.0151564 -0.0052687 -0.000176628 -0.0170642 -0.00695896 -0.0166389 -0.00121526 0.00727511 0.000216613 8.39427e-06 -0.0302354 0.000281449 0.0199227 -0.00587117 -7.81618e-05 0.00841639 -0.0131254 0.0224399 0.0226387 0.0413667
internal_weight=72.4749 1.82192 1.25649 0.888871 0.21802 0.108073 70.653 2.09994 1.97025 0.998393 0.623547 0.485247 68.5531 1.55998 1.40921 1.16367 0.93305 0.429212 66.9931 66.4027 0.594149 65.8086 1.18322 0.367162 64.6253 2.79309 1.11073 0.712481 1.68236 1.05269
internal_count=2900 146 117 113 104 102 2754 251 250 229 194 191 2503 176 151 133 81 138 2327 2288 50 2238 46 132 2192 149 70 60 79 46
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 1 0 0 0 0 0 1 2 0 0 2 2 2 2 2 0 2 1 1 0 1 1 2 1 2
split_gain=0.00987839 0.0786071 0.168714 0.156482 0.557318 0.217029 0.107397 0.100873 0.187407 0.0667337 0.05796 0.121787 0.201351 0.0960744 0.0865344 0.0474151 0.119659 0.16248 0.112202 0.0704437 0.111083 0.0418239 0.0394452 0.192794 0.101216 0.269136 0.227708 0.142033 0.319081 0.105608
threshold=0.47727612945000003 0.34512439750000007 0.34506451900000007 41.755948821900006 0.34536391125000004 0.34524415440000006 0.47648274005000008 0.46594413340000007 0.47706655490000011 0.47778509625000004 0.47868327295000007 0.34488488370000009 40.337496327150006 0.47905751325000007 0.47943175355000006 42.773538294100007 43.57842012870001 43.022303514600004 42.487106141350004 48.461603274950008 0.39614083410000006 41.43512228960001 0.34458549145000011 0.3447052483500001 0.48101853240000009 0.34494476210000008 0.34503457980000002 41.169697216150006 0.34569324270000007 41.726652433350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 15 -7 -9 21 11 -11 -13 -12 -15 18 17 -17 -1 20 -18 -2 -16 -24 27 -26 -27 -25 -29 -28
right_child=9 3 -4 5 -6 7 -8 8 -10 10 13 12 -14 14 22 16 19 -19 -20 -21 -22 -23 23 24 25 26 29 28 -30 -31
leaf_value=0.0043956065277551155 0.026192990908481335 -0.15257373969346733 0.062411983585842039 0.072196503962651745 0.015544759972035069 0.01700044224499888 -0.03312526877264152 -0.10620528642618653 0.016823852825728632 0.0098865186786345621 0.029991332900112938 0.019041429007870182 -0.084307493286052346 -0.032216339508624119 -0.020944559430201015 -0.12366959534738951 0.078785981371581965 -0.0012235222948501177 0.062558381440963026 -0.0068875191157380406 -0.005926622009826946 0.0040598014997437126 0.048732898150798835 0.031939420049799348 -0.048801403561460864 0.059317166540051293 -0.0052329090998353804 -0.035868501635529237 0.031839210004593978 0.0045144738337761147
leaf_weight=3.4181309118721424 1.5494508333504193 0.33815248935196596 0.42949689063243646 0.32419931535878255 0.47300142128287082 0.3548404972456467 0.97022769238589024 0.2842241710921769 0.21938002189563122 0.74195062671787926 1.0627172165931131 0.29863996687345207 0.51120486074796645 0.83992550341645156 0.87422750390123738 0.19284323657648661 0.27252126409112554 0.24739851622560849 0.36731575182955101 2.3974245211029483 0.35831731120606491 1.901512603042647 0.81511715613305469 2.2450005015125489 1.1825589388608921 0.62793139740824599 27.615084843661727 1.3859699195309079 1.3981854058802126 18.603137490254362
leaf_count=204 13 14 6 10 52 33 27 48 11 14 24 10 39 13 15 11 39 34 16 37 38 28 5 32 14 4 1125 31 15 938
internal_value=4.29947e-07 -0.00281229 0.00131199 -0.0207129 -0.0545402 0.00248867 -0.00187888 -0.0238371 -0.0526113 0.000486189 -0.000314934 -0.0193818 -0.0461963 0.000207359 -0.000362052 0.00230038 -0.00614576 -0.0548597 0.0100394 0.000936159 0.0306691 0.0139974 0.000126653 0.000468588 -0.000272887 -0.00168623 -0.000496876 0.0132246 -0.00186611 -0.00130952
internal_weight=72.3001 10.6475 8.65368 1.9938 0.811154 1.18264 8.22418 0.858445 0.503604 61.6526 58.2017 1.5518 0.809845 56.6499 55.5871 7.25395 3.4685 0.440242 3.78545 3.02826 0.630839 3.45096 54.7472 53.873 53.0579 48.0287 46.8462 5.02916 2.78416 46.2182
internal_count=2900 580 412 168 66 102 406 92 59 2320 2279 63 49 2216 2192 379 159 45 220 114 77 41 2179 2164 2159 2081 2067 78 46 2063
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 0 1 0 2 2 1 0 1 1 0 0 2 2 2 2 0 0 1 0 1 0 1 2 0 1
split_gain=0.0108993 0.100675 0.0801325 0.0788251 0.0475464 0.046654 0.0871476 0.172928 0.136758 0.0439143 0.0433937 0.0209769 0.104777 0.0356296 0.0560358 0.0498166 0.117609 0.204315 0.122066 0.111904 0.0538155 0.0458764 0.110327 0.0786596 0.071724 0.0702143 0.0375833 0.315163 0.221965 0.137931
threshold=0.39672464895000009 0.31123319660000009 0.39614083410000006 49.110028829250005 0.3972336157500001 0.42646926740000007 0.31148768000000004 0.41155953415000007 35.818873074050011 48.680511450650009 0.32272985840000007 0.4622167001000001 0.34392682850000006 0.34307356065000005 0.47512050540000011 0.47727612945000003 42.541806567400009 42.718072821900002 43.968221017800005 41.621607100200002 0.47778509625000004 0.47868327295000007 0.34482500525000009 0.47905751325000007 0.34545372890000009 0.47943175355000006 0.3453339720000001 40.660558922250004 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=1 2 3 9 -2 6 -6 -8 -9 -1 -7 12 -12 -13 -15 16 19 -18 -19 -16 -17 22 -22 -23 -24 -25 27 -27 -29 -28
right_child=4 -3 -4 -5 5 10 7 8 -10 -11 11 13 -14 14 15 20 17 18 -20 -21 21 23 24 25 -26 26 29 28 -30 -31
leaf_value=-0.033160414670250986 0.030656112965978297 -0.043345999025186918 0.019844955759941243 -0.10476985514429954 -0.086585936535268415 0.023993181560277219 0.082537509360295663 0.0187969142455593 -0.11698512625754179 0.10135170127767079 0.010023717404270412 -0.022700482644714415 -0.077844261052990041 0.016728892899868432 -0.0073166929153243854 0.012681272850023753 0.071655945334125587 -0.054944881072286136 0.020157337016113823 -0.05255933052537981 0.020945832576107864 0.027322608363095847 -0.06217830848714076 -0.028920963801546559 -0.0089085099004965942 0.046198297617879212 -0.035305555990372557 -0.034779021022903575 0.0093744630442898352 2.3873732924644569e-05
leaf_weight=0.067149112443699921 0.50875740848277828 0.54927150795901969 1.0210437758360058 0.11327164550311863 0.17716900077356257 0.75940879341214795 0.15309335238998756 0.15007030994268789 0.14667587939246118 0.038008838891983032 0.42037528255605483 0.67707815365235902 0.20040225771982545 2.0268182359188804 1.3813357682665737 3.430208090459927 0.40215349289064739 0.40210019966394839 0.46865156738931546 0.90480404546542548 0.50189607148058613 1.0533158361504309 0.52227262831547683 0.84195646934676815 0.48979612714902032 1.5847364049404848 1.1318624823179551 1.6707433576229958 3.5743644144386053 46.67893961934633
leaf_count=101 12 29 9 6 33 23 8 15 40 1 37 43 61 53 25 41 6 40 19 27 11 22 27 13 24 21 19 23 35 2076
internal_value=1.9824e-07 -0.00770822 0.00808463 -0.0468887 0.000196449 -2.57232e-05 -0.0271806 -0.00378378 -0.0483175 0.0154583 0.000220595 -4.34791e-05 -0.0183422 0.000124205 0.000354637 -0.000155635 -0.0116584 0.0127033 -0.0145237 -0.0252227 0.00051025 -0.000208944 -0.017388 0.000251089 -0.0363981 -0.000262853 0.000178739 0.00711774 -0.00468991 -0.000812507
internal_weight=72.0477 1.78874 1.23947 0.21843 70.259 69.7502 0.627009 0.44984 0.296746 0.105158 69.1232 68.3638 0.620778 67.743 67.066 65.0391 3.55905 1.27291 0.870752 2.28614 61.4801 58.0499 1.51396 56.5359 1.01207 55.4826 54.6406 6.82984 5.24511 47.8108
internal_count=2900 146 117 108 2754 2742 96 63 55 102 2646 2623 98 2525 2482 2429 117 65 59 52 2312 2271 62 2209 51 2187 2174 79 58 2095
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 2 2 2 0 0 1 1 2 0 2 0 2 0 1 1 0 0 1 0 1 0 1 0 2
split_gain=0.00965266 0.0513973 0.106242 0.0423897 0.0421989 0.0904081 0.106333 0.0918756 0.147777 0.115502 0.0783491 0.0749727 0.0835345 0.0671456 0.0654673 0.20021 0.157936 0.224405 0.194942 0.071896 0.0823011 0.0642417 0.0625483 0.226009 0.135264 0.0931571 0.25081 0.0689141 0.0488795 0.103497
threshold=43.19689381845 43.082598263550004 0.50356276755000018 43.279086095950007 0.56276758185000009 0.56323163980000013 42.508878681700004 40.922041107600009 41.986601436450009 0.56974342085000018 0.57161462230000015 0.45393850480000009 0.46419268885000003 41.169697216150006 0.55041765215000005 42.297164883650005 0.55671985870000007 41.134354310300004 0.56055207925000017 0.42552618185000007 0.42067602765000006 0.56704889075000009 0.54279811980000015 0.41985269900000005 0.53905571685000009 0.39904493880000008 0.53592706805000012 0.41917906650000009 0.52803808270000008 40.421032462050007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -6 7 11 10 -10 -9 21 -13 -12 19 16 17 -16 -18 20 22 -7 24 27 25 28 -27 -24 -1 -30
right_child=3 2 -4 -5 5 6 -8 8 9 -11 13 12 -14 -15 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00014561690950373144 0.032066323040278039 -0.053923892167117377 0.013833512140129726 0.0013593421925330727 0.063376326069911712 -0.0079551521755739842 0.057089041435811977 -0.11157264544960642 0.063414697263388595 -0.034793530800079749 -0.10452439262457847 -0.10186245317528403 0.0023448422717715855 0.0073360197727608649 -0.10889760459305456 -0.082075096178361284 0.049663555713120658 0.033591030762591324 -0.03049937350358118 0.024156518650283641 -0.028066476855440101 0.039049226520145586 -0.043396784680125644 0.054790198454883032 -0.0370957523022903 -0.032427051291039954 0.075907681675170369 0.0095705483235978585 0.0041901872725853819 -0.0575597642979431
leaf_weight=45.14889174499865 0.46598284087030961 0.52019541136247127 0.41684224470327536 12.754395970495109 0.29763045487925355 0.43050237649100676 0.35379812221776763 0.21221260703168798 0.23032950423657894 0.24945162481583338 0.079103586783844548 0.1060559311906103 0.28006341806952761 0.16684448610855895 0.28187104043504208 0.39726346265524615 0.70948877444766345 0.18182613304816186 0.52995616206851537 1.1898802935331776 1.0764890785321757 0.89577513853237534 0.45742076622565153 0.87719295546412468 1.0062130783335295 0.35901273210794116 0.52798633510246873 0.5305333100259304 0.65765269401162985 0.4621811134275049
leaf_count=1060 22 34 21 792 10 22 37 9 4 36 17 50 272 50 47 23 31 8 16 42 26 66 39 15 27 40 12 6 33 33
internal_value=7.86964e-07 -0.000549581 -0.0237819 0.00244168 -0.000172263 0.0108047 0.00559621 -0.00127766 -0.0264349 0.0123535 -0.0670538 0.0125019 -0.0262779 -0.0286413 -0.000838575 -0.0181491 -0.0032381 -0.0530246 0.0153879 -0.000143286 -0.000709076 0.0237919 -0.000120396 0.0178476 -0.000816236 -4.21008e-05 0.0320592 -0.0149532 -0.000657502 -0.0212954
internal_weight=71.853 58.6327 0.937038 13.2204 57.6956 3.30177 3.00414 2.65034 0.937942 0.479781 0.458161 1.7124 0.386119 0.245948 54.3939 2.10041 1.70314 0.463697 1.23944 52.2935 51.1036 1.32628 50.0271 1.86515 48.1619 47.1557 0.886999 0.987954 46.2687 1.11983
internal_count=2900 2086 55 814 2031 573 563 526 116 40 76 410 322 67 1458 125 102 55 47 1333 1291 88 1265 60 1205 1178 52 45 1126 66
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 2 0 1 1 2 0 2 0 0 0 1 1 0 2 1 2 2 2 0 1 2 2
split_gain=0.0100187 0.103137 0.336763 0.0676538 0.126831 0.107183 0.193357 0.0911613 0.160992 0.0889192 0.113354 0.142046 0.104364 0.111038 0.0741744 0.157508 0.116461 0.0835066 0.0752854 0.067882 0.0837771 0.0660633 0.0647253 0.0560656 0.0524623 0.0477451 0.205523 0.6916 0.124581 0.07644
threshold=38.994321257850011 38.703421923500009 38.592454371550012 0.50449088350000015 38.175120519550006 36.173488152900006 0.51484985480000012 0.52772372085000019 37.360990606650006 0.52877159370000015 0.39458399450000009 0.3979222179000001 38.238138001450004 0.54910032635000017 36.372781240150012 0.50041914915000019 0.49320379630000005 0.49850303880000008 0.36543816055000006 0.37138109635000011 0.51243974730000008 37.572218886150004 0.46208197360000008 35.616518500750011 37.797539186950011 39.268993001500007 0.52266399210000014 0.39078171310000004 39.420767558750008 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 19 -7 8 -8 -9 -11 -12 13 -13 15 17 -16 18 23 -5 -21 22 -15 -1 -23 26 -2 -28 -27 -30
right_child=25 -3 -4 5 -6 6 7 9 -10 10 11 12 -14 21 16 -17 -18 -19 -20 20 -22 24 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.01818203769932239 -0.040492872965315015 0.023825175639196269 -0.11837748511159581 0.10234855746801992 0.049824988721738218 -0.089421768238843721 0.0098549135947449528 0.079021846900766926 -0.061097249734401664 -0.058014969767709479 0.093700972506369051 -0.10417499032219767 0.028260459909542943 -0.1052743981358087 -0.015502094751896737 -0.093814480430790187 0.027508532825203814 0.048881000437727501 -0.069395762752178278 -0.10234584360502824 0.028758061100872076 0.071724692685750588 0.030972785383131991 0.051136974340542742 -0.025436123062133942 0.032434856279016031 0.10785833511022283 -0.049622615398444148 -0.01366185018842269 0.000441665621718248
leaf_weight=0.41340982461044473 1.3485709439264604 1.9193771282087926 0.24082328804797803 0.10726293362677086 0.67318998119117157 0.31762248559971373 0.60551696928268961 0.15811297413893033 0.67772792675532401 0.27474429830908764 0.18551925331121299 0.15480848594052055 0.58818111763218894 0.094738185080416315 0.98004593798370399 0.22120442427694786 1.7602935712784527 0.25458988136961125 0.20334173407172784 0.05449095435324125 0.46190492445093367 0.1306115956601559 0.055173254180530762 0.16255835253286932 0.096730253283567436 1.1662402983638447 0.48420948907732941 0.65759017826712807 4.1432990531517353 53.014931629765123
leaf_count=91 19 48 12 3 15 14 19 4 28 7 7 24 35 35 42 10 20 10 5 5 238 16 34 14 32 24 3 38 84 1964
internal_value=-1.20617e-06 0.0028067 -0.00174015 0.00151399 0.00967082 -0.00809485 -0.0152017 -0.00740055 -0.0276175 0.00752121 0.000368329 0.0126527 -0.000769392 -0.0328612 0.00290526 -0.0172277 0.0121264 -0.0008418 -0.0170856 0.0299599 0.0149238 -0.00359706 -0.0551301 0.00138221 0.0303843 -0.000499487 -0.0140593 0.0171612 7.94963e-05 -0.000580673
internal_weight=71.6068 10.792 8.8726 8.63178 4.66863 3.96315 3.33949 3.02186 1.28324 1.73862 1.58051 1.30576 1.12024 0.532062 3.99544 1.2551 2.74034 1.0339 0.77931 0.623659 0.516396 0.377253 0.149911 0.575968 0.227342 60.8148 2.49037 1.1418 58.3245 57.1582
internal_count=2900 768 720 708 207 501 255 241 47 194 190 183 176 141 192 130 62 120 110 246 243 117 69 105 48 2132 60 41 2072 2048
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 1 1 1 1 2 0 1 1 0 0 0 0 1 2 1 1 0 1 2 2 1 2 2 0 0
split_gain=0.00995275 0.0452593 0.0457821 0.112663 0.0384255 0.0407552 0.035874 0.0314941 0.0245891 0.024217 0.15455 0.069173 0.0963907 0.0199801 0.0308079 0.0134974 0.0858343 0.104659 0.0541732 0.252581 0.0539207 0.0395877 0.0252513 0.0992114 0.0984268 0.0479653 0.0231006 0.115207 0.182094 0.229201
threshold=35.461062230100005 0.49678153350000009 35.131296350900008 0.49850303880000008 32.785955158400007 0.38185982460000006 0.34392682850000006 0.38733870245000007 0.33263974130000007 36.372781240150012 0.50482021495000018 0.38733870245000007 0.38991347565000006 0.51700547890000015 0.53136133645000017 0.42646926740000007 0.3972336157500001 0.31148768000000004 48.461603274950008 0.31123319660000009 0.32600820335000008 0.37331217625000007 0.34307356065000005 39.091773401050006 41.43512228960001 0.34392682850000006 38.938637541200009 38.703421923500009 0.49850303880000008 0.50041914915000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 8 -6 -1 10 -2 -12 -13 -7 -15 16 18 -18 19 21 -17 -11 23 -22 -25 -24 27 28 -27 -30
right_child=9 2 -4 4 7 13 -8 -9 -10 15 11 12 -14 14 -16 20 17 -19 -20 -21 22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=-0.031959949845974132 -0.047609591746543029 -0.10925512292389901 0.05729489214257022 -0.10493592583662106 0.075063259245917377 -0.10165104722655063 -0.06410946839028929 0.014386704557278269 0.040977780233445234 0.0066200320597503181 0.084240117708314577 0.10089809686143714 -0.10136289121091308 0.10050226786694849 -0.10072209584804015 0.025056113171548423 -0.12254865770159183 -0.014262680304107362 -0.0057431268724410416 0.10697893824810784 0.011084525268927947 -0.11020432205518356 0.025690373772688055 -0.11007868379873519 -0.0022254829250042377 0.029986703560568664 -0.00074075614492264861 0.034849917987487627 -0.087006016167545858 -0.0034870273992199555
leaf_weight=0.090712732140438179 0.54897170125422334 0.073518583551049232 0.25337904031155123 0.042464368263608776 0.14633116638287902 0.0099567300931084901 0.12522764090523175 0.2059243227885541 0.094237842684378847 0.043603794765665671 0.1679205521941185 0.038997259922325611 0.059528998343303385 0.033884287346154451 0.009811688069871316 0.87071322021074493 0.13151037474472094 0.27778843471278947 1.9290251991478724 0.20505160030006664 0.50037810972389607 0.086644721032534733 0.73159388266503711 0.17852094984255018 0.16085817883555364 1.5235042942611059 56.984946542946432 1.1132091015641661 0.35534663498401631 4.362688718637509
leaf_count=37 23 2 18 3 12 3 38 78 14 11 6 2 53 4 103 29 27 38 27 3 14 91 12 15 29 39 1883 31 4 251
internal_value=4.33921e-07 0.00950295 0.022419 0.00548664 0.0243006 -0.0317421 -0.0227798 0.0395925 0.005204 -0.000146348 -0.0172794 0.0452111 -0.0213068 0.0261885 0.0553185 5.47972e-05 -0.00691228 -0.0490557 0.000705553 0.0378056 0.000333726 -0.0710946 7.13225e-06 -0.0172227 -0.0589587 0.000229486 -6.00242e-05 0.00521432 -7.13347e-05 -0.0097774
internal_weight=71.3563 1.08545 0.77527 0.521891 0.448373 0.0961171 0.310178 0.352255 0.184951 70.2708 0.815419 0.266447 0.0985263 0.0536527 0.043696 69.4554 2.67362 0.409299 2.26433 0.3353 66.7818 0.130249 65.911 0.839757 0.339379 65.0713 64.3397 7.35475 6.24154 4.71804
internal_count=2900 312 223 205 203 113 89 90 51 2588 84 61 55 110 107 2504 197 65 132 105 2307 102 2278 58 44 2220 2208 325 294 255
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 2 1 0 1 1 0 2 1 1 1 1 2 0 0 0 0 1 0 0 1 2 1 0 0
split_gain=0.0103502 0.0869753 0.292797 0.341419 0.425588 0.314583 0.328543 0.207999 0.144874 0.110853 0.108629 0.0949633 0.354069 0.161685 0.545447 0.210114 0.0909168 0.0868434 0.0845056 0.458113 0.281268 0.186195 0.0721483 0.124354 0.215911 0.129498 0.132866 0.123314 0.0639014 0.0393366
threshold=0.34515433670000012 0.48101853240000009 42.178283198950005 43.279086095950007 0.47760546090000006 40.421032462050007 39.468990633150007 0.34560342505000002 0.47961138885000004 0.34548366815000003 0.34545372890000009 0.48368312325000012 41.726652433350004 0.3459626957000001 0.34632196640000007 0.3465914194000001 0.34632196640000007 41.21013581150001 0.48607826115000008 0.48368312325000012 0.48119816770000007 0.47976108500000009 0.34503457980000002 0.47943175355000006 0.47760546090000006 0.3447052483500001 41.726652433350004 0.34446573455000007 0.4901499955000001 0.49678153350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 5 4 10 6 9 17 16 -2 -4 12 -3 -13 -15 -16 -5 -7 19 20 21 22 23 24 25 27 -27 -1 -17 -30
right_child=1 11 3 8 -6 7 -8 -9 -10 -11 -12 13 -14 14 15 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013171463740622479 0.10387161374133472 -0.038211107642210473 0.045832480068219689 -0.036189830966127642 -0.11360113051015799 0.037361887862824628 -0.048465453827425772 0.062271629460035754 0.041628308058044045 0.0037814699350724144 -0.036207650557341119 0.025340443412194685 0.012268691981856933 -0.12445355189500945 0.061347879662714461 -0.020842713503798557 0.014512203357711008 0.0016010832497547187 0.024876861164530278 -0.087628948804583398 0.039956569610424236 -0.052110539664262635 -0.025075259848331196 0.039823511607703026 -0.035967137520256084 0.057033096871941726 0.0041411056328903928 -0.046811789440121307 0.011952193280524246 -0.00091214664784247917
leaf_weight=6.2223132641179983 0.22481982043885285 2.8283765693704472 0.30171683813560457 0.68667426399042619 0.62666723261918378 1.2848331017885359 1.0256443053735891 1.7990894264366941 0.87792799994349469 0.217900121747304 0.34703027442749601 2.4659464634023598 2.7312420788221061 0.35504923667758603 0.55150846811011334 1.5302083500851029 0.72927212060676538 1.4403721650778605 1.0766895694032417 0.62971152551472265 1.5367130360646122 0.79673220054246563 1.243912275447969 0.74356650607660491 1.6266352716675108 0.82121562995721564 1.126320118724834 0.58215843779180421 2.5663819458304991 32.204544433766159
leaf_count=352 6 32 21 31 46 17 31 32 7 41 32 30 32 7 7 33 27 25 11 6 20 14 28 6 32 17 31 11 46 1869
internal_value=-2.46795e-07 0.000659474 0.00932475 -0.0133493 -0.0548268 0.0228296 -0.017388 0.0358823 0.00971255 0.0546087 0.00194726 -0.0011723 -0.0134122 0.000542926 -0.00110053 8.78853e-05 -0.0100761 0.018461 -0.00220368 -0.00410575 -0.000527721 -0.00525411 -0.00223521 0.000319228 -0.00251101 0.00370709 0.026444 -0.00280054 -0.000842813 3.7348e-05
internal_weight=71.2012 54.7952 9.56195 3.56929 1.27541 5.99266 1.46836 4.52429 2.29387 0.44272 0.648747 45.2333 5.55962 39.6736 37.2077 36.8526 1.41595 2.72521 16.406 15.3293 14.6996 13.1629 12.3661 11.1222 10.3786 8.75201 1.94754 6.80447 36.3011 34.7709
internal_count=2900 2372 316 164 99 152 78 74 65 47 53 2056 64 1992 1962 1955 58 42 528 517 511 491 477 449 443 411 48 363 1948 1915
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 2 2 1 0 1 2 0 0 1 1 0 0 1 0 1 0 0 1 0 1 1 1 0
split_gain=0.0129758 0.0744712 0.0583264 0.227373 0.422095 0.297941 0.165591 0.10451 0.174624 0.101526 0.165695 0.160264 0.0936713 0.446952 0.188608 0.126713 0.26392 0.0978844 0.065022 0.229539 0.112795 0.201923 0.119246 0.156005 0.0924596 0.157057 0.151059 0.781669 0.140512 0.286742
threshold=41.322103772800006 41.395309858300003 0.36000419150000007 0.34632196640000007 39.852039223600009 38.592454371550012 0.49678153350000009 41.21013581150001 41.134354310300004 0.34548366815000003 0.48543456785000005 0.34536391125000004 41.061442884200012 0.47997065955000012 0.47943175355000006 0.34500464060000008 0.34458549145000011 0.47612346935000005 0.49850303880000008 0.36501901140000009 0.50041914915000019 0.36998892250000009 0.5025747732000001 0.51243974730000008 0.37668033890000002 0.51484985480000012 0.38042274180000007 0.38573695400000008 0.38906020780000011 0.52161611930000007
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -5 -4 8 18 10 11 12 13 14 15 16 17 -1 -8 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 -3 6 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 22 23 24 25 26 27 28 29 -31
leaf_value=-0.0077691212328938088 -0.02232830641895181 -0.0003471932093438923 -0.069323077031553951 0.038717670408167433 0.079077575068642048 -0.087208138930289336 0.032313610000014294 -0.039195787467897467 0.057084140762007379 -0.017811692414768911 0.047141783956638102 0.042556879504790784 0.018611989054608407 -0.060060048831314106 0.044961042047407654 0.030599403630815997 -0.053246369313374231 0.032300211654665088 -0.06718109331802101 -0.049561963273246405 0.033895612371046012 0.061699296977588282 -0.051781984227188209 -0.049123155851730771 0.048510347518686367 0.047814646894501961 -0.14534927635549258 0.03524590423672528 -0.08732063300941123 -0.00062043520808982729
leaf_weight=1.9381634837642234 1.6145264799471721 33.985818989035813 0.35968564375696388 0.41584817527149809 1.083804096910171 0.34275123681754849 0.56502794474364293 0.68742593928908391 0.53014010159677027 2.252544196904636 0.87909046513959843 0.8772736540995546 1.7274831558725052 1.3111391114071009 0.96519188815727819 0.88860047318987501 1.081608857275455 0.88944152719341207 0.52687237178907054 0.45153010960348439 1.6916554109193427 0.28450401499867339 0.64492995368709571 0.39751532800437317 0.63205652276519586 0.57284487271681328 0.38336082478053768 1.0159506413619954 0.39457827841579174 11.475272217939622
leaf_count=127 22 1518 32 35 29 12 10 19 11 33 11 11 24 21 9 26 22 12 14 8 22 4 36 9 10 9 6 22 14 762
internal_value=2.71679e-06 -0.00134407 0.00136226 0.00618579 0.039033 -0.0181783 -0.00206653 -0.000872119 0.000474316 0.00146172 0.00557369 0.00179825 -0.00226423 -0.00736214 0.00462714 -0.00348696 -0.0112351 0.00483495 -0.00110222 -0.00212441 -0.000214233 0.00105956 -0.00245587 -0.00363219 -0.0015441 -0.000237387 -0.00246332 -0.00463387 -0.000447499 -0.00350253
internal_weight=70.8666 35.6003 35.2663 14.6529 1.8424 0.758599 20.6134 20.2537 19.5662 12.8105 10.558 9.6789 8.80163 7.07415 5.76301 4.79781 3.90921 2.82761 19.0361 18.4711 17.9442 17.4927 15.801 15.5165 14.8716 14.4741 13.842 13.2692 12.8858 11.8699
internal_count=2900 1540 1360 372 76 47 988 956 937 296 263 252 241 217 196 187 161 139 926 916 902 894 872 868 832 823 813 804 798 776
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 2 2 1 2 0 1 2 0 1 1 0 1 0 2 2 1 1 0 0 1 0 1 0 0
split_gain=0.0106451 0.0611625 0.201698 0.316339 0.288859 0.138864 0.0715765 0.0657882 0.0716379 0.283769 0.340186 0.229939 0.190925 0.447541 0.46165 0.351919 0.183163 0.1646 0.231823 0.165081 0.132806 0.421907 0.295486 0.179348 0.131618 0.252415 0.126684 0.436186 0.192083 0.156044
threshold=41.322103772800006 41.678468725050003 0.34503457980000002 0.49128768600000011 0.39513787010000007 41.558544840500012 41.792045663550006 41.840895355800008 0.34542378970000004 43.022303514600004 0.48015029490000011 0.34560342505000002 42.178283198950005 0.48119816770000007 0.34988473400000003 0.34581299960000006 0.48119816770000007 0.3447052483500001 0.47512050540000011 42.686561923500008 43.968221017800005 0.3447052483500001 0.34479506600000004 0.47440196400000006 0.51017933595000009 0.42067602765000006 0.48119816770000007 0.3459626957000001 0.48140774230000011 0.4901499955000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -3 -8 9 10 17 -10 13 -13 -15 -14 20 18 -9 -19 21 23 -22 -11 -16 -26 -17 -28 -29 -30
right_child=1 6 3 4 5 -7 7 8 11 16 -12 12 15 14 24 26 -18 19 -20 -21 22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0012479357839313748 0.018586550384562819 0.022786584517278757 -0.044404679765113864 0.082398016514603156 -0.076714512046111849 0.022172944588630387 -0.024262473532517495 3.8823599332175012e-05 0.045943826842333418 -0.032518078722937604 -0.079766046992832504 0.08654206001464089 -0.05729927858721532 -0.03635350022707403 0.092580585205119997 -0.025162265732144831 0.057876589211423524 -0.017382944790096892 -0.11312411497959173 0.056490987773788276 -0.0067223384873810969 -0.1144945537146705 0.064366063611056928 0.10010233769373958 -0.065836023588675685 0.062703955664309141 0.1061132205861926 0.077630022990542835 -0.037269289713477011 0.0021001353333251782
leaf_weight=34.929455960104107 1.5435205668327387 1.3722099240692838 2.4400735309973247 0.445038040197687 0.27233212954025987 0.29673876412311984 1.1279372709489077 0.45573846646333338 1.2026279182525765 0.20752638150803182 0.99540157220326353 0.82273571618134456 1.1407602752346964 1.4181754477322104 0.43198357615619876 1.7090609682748539 0.61857776444139734 0.70451918699109206 0.3003245651780162 0.53009565195134201 2.8470483444282881 0.37304597797194106 0.73582920897752035 0.20047820871695876 0.22202415142965037 0.48977248945266183 0.40373633056878944 0.31446909671649237 1.1094386800323253 10.878936388113784
leaf_count=1360 25 33 31 18 26 21 22 53 32 50 20 13 32 13 7 74 12 35 9 18 96 26 8 3 23 33 3 3 26 775
internal_value=7.57141e-06 -0.00120908 -0.0114661 -0.0248952 0.0220469 -0.0251502 0.000465442 -0.000582062 0.000368056 -0.00765801 -0.0320341 0.00354306 0.000850904 0.022375 0.00176862 -0.00383221 0.00695092 -0.00816669 -0.0449119 0.0143357 -0.000267683 -0.0376311 0.00787736 0.0326466 0.0490363 0.0226097 0.000398831 0.00383685 0.000480498 -0.00154322
internal_weight=70.5396 35.6102 4.9977 3.45418 1.01411 0.569071 30.6125 29.2402 28.1123 7.96859 2.98608 20.1437 18.9411 3.38469 2.56196 15.5564 4.98251 1.99068 0.756063 1.23461 4.36393 0.781051 3.58288 0.408005 1.14378 0.711797 14.4156 12.7066 12.3028 11.9884
internal_count=2900 1540 121 96 65 47 1419 1386 1364 330 135 1034 1002 89 76 913 195 115 62 53 183 79 104 53 63 56 881 807 804 801
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 2 2 2 0 1 0 2 2 1 0 1 2 0 1 2 2 2 2 1 0 2 2 2 2
split_gain=0.0101024 0.150365 0.0506197 0.0990468 0.0351981 0.144821 0.130196 0.153161 0.0851989 0.079121 0.107346 0.0645513 0.087748 0.0418079 0.286936 0.213476 0.450886 0.26028 0.33981 0.202246 0.0970667 0.117313 0.0749932 0.0544682 0.223578 0.0938292 0.0564484 0.0909507 0.0737981 0.0905809
threshold=43.19689381845 43.245737185650007 43.082598263550004 0.50356276755000018 0.56639022785000004 42.508878681700004 40.922041107600009 40.742467179200005 42.406961525800007 0.57161462230000015 0.43808568605000003 0.57507260265000015 40.580626202750004 42.297164883650005 0.42067602765000006 0.49588335680000006 0.3465914194000001 42.428475018400007 0.48101853240000009 0.34545372890000009 42.852084787850011 42.564639561200003 42.526729949000007 42.027086531450003 0.34500464060000008 0.48320409570000006 41.919251152600005 41.840895355800008 41.792045663550006 41.678468725050003
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 7 9 -8 -6 -11 -12 -13 23 15 16 17 -15 19 20 21 -19 -17 26 -25 -26 27 28 29 -1
right_child=1 -3 3 -5 5 -7 8 -9 -10 10 11 12 -14 14 -16 22 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0007469226828179373 0.074120994553427619 0.00091685543009298288 -0.053363523896686138 0.01241708493655886 0.026871767580569972 0.076992424096587825 -0.061238805557572086 0.09592529854534243 0.019919158055224335 0.094311331945017771 -0.10720983532393712 -0.063056617599921996 0.085743410612080739 -0.057166856824655055 -0.06916761060293028 0.00024308637036294116 -0.072772805032784105 0.022591525515371719 0.05184140680533196 -0.064985582497659747 0.047101356200701223 -0.039537700427111959 0.036307567574606861 -0.03519039058032368 0.0025546476375221724 0.043840629789944262 -0.025441057237123116 0.031648638817091075 -0.026252770429188194 0.025982966377235153
leaf_weight=38.531893688642299 0.28689336536262899 12.77488311821215 0.50867601724598088 0.4161733833479957 0.58079653023090994 0.29896558245422955 0.41575941404914818 0.22214376063084273 0.18777112111729366 0.057022197199586344 0.13482660599249385 0.12549574727207835 0.057921994649859698 0.64017563149729806 0.6854306967558158 0.92686755300383117 1.0183913300288123 0.60021718021550963 1.3369850174058227 0.54452146870789864 0.41585460296232657 0.61564510629187197 1.5256668486726992 0.72442378511578853 0.88080165779683772 1.4677729143295435 0.88216701907720008 0.89537332663667157 1.0890097347437393 1.310906188607986
leaf_count=1053 11 803 34 21 37 36 99 18 11 10 14 288 11 20 32 20 25 26 19 29 23 29 41 24 20 38 37 25 19 27
internal_value=1.58716e-05 0.00252474 -0.000558061 -0.0237629 -0.000176009 0.0125872 0.00178032 0.0211274 -0.0359888 0.00374789 -0.0320407 -0.0546801 -0.0160666 -0.000666956 -0.00719251 -0.00162091 -0.0131438 0.00147692 0.0121629 -0.0122138 0.00539674 -0.00886726 0.022678 0.000517468 0.0133763 0.0283569 -0.000407746 0.000120226 -0.00056945 0.000132543
internal_weight=70.1594 13.0618 57.0977 0.924849 56.1728 2.0807 1.78174 1.17821 0.603531 0.956063 0.375267 0.318244 0.183418 54.0921 8.30976 7.62432 5.17179 4.1534 3.51322 2.17624 1.63172 1.21586 2.45253 45.7823 3.073 2.34857 42.7093 41.8272 40.9318 39.8428
internal_count=2900 814 2086 55 2031 524 488 378 110 360 323 313 299 1507 264 232 171 146 126 107 78 55 61 1243 82 58 1161 1124 1099 1080
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 0 1 0 0 2 2 0 2 1 1 0 1 2 2 0 2 2 2 1 0 0 1 0
split_gain=0.00938119 0.0607947 0.0398324 0.0295784 0.0591351 0.0561248 0.0187349 0.0560158 0.0163832 0.0393194 0.0671033 0.0421094 0.0765089 0.0394912 0.036511 0.0619399 0.0227882 0.12063 0.0339729 0.095784 0.141866 0.044161 0.142687 0.234697 0.186585 0.17821 0.0709538 0.115706 0.0673667 0.065468
threshold=0.48627286610000009 0.61532588845000014 0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 0.67036915065000013 0.68186581240000022 0.46208197360000008 0.56323163980000013 0.60665848330000005 49.842240509300005 42.622319549950006 0.61299062905000012 41.792045663550006 0.46613873835000008 0.45280081435000008 0.56859076075000015 0.44705248345000009 39.468990633150007 42.207998345450008 0.55041765215000005 39.995120105550008 41.24714903835001 41.840895355800008 0.43590012275000006 0.55892039160000018 0.55980359870000018 0.40105086675000007 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -8 16 -10 11 12 14 -12 15 -11 18 -18 21 -20 -21 29 26 -24 -25 28 -23 -28 -26 -1
right_child=1 2 3 -5 6 -7 7 -9 9 10 13 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.00033801133687292527 -0.10129295717820959 0.027260375694717266 -0.082235714328572684 -0.10528385256832334 0.096930947196335715 0.044647765989747408 0.062577494284761823 -0.1015320411213263 0.036622484319187638 0.0082963120853037833 0.095869338934792173 0.024303681735108586 -0.10572955256258119 0.0087677034020297827 0.044489423265249087 -0.10230964332266437 -0.068609902054622515 0.0044807540953365052 0.049444778809962613 -0.034383347737053871 0.038843753832848549 -0.1048271239720088 0.038397777177343995 -0.10886087575138566 -0.0019735751210153323 0.0073509502404753907 0.070966679437397803 -0.07956311130753814 -0.10544548104310879 0.014840199805943213
leaf_weight=59.22672830607025 0.068072975504664845 0.26966785519934433 0.13865694909665027 0.03942401348964264 0.037190690798070136 0.046570091635384614 0.069894836055134135 0.02961036351171531 0.41491045232396151 0.14064711218816228 0.0926738033264769 0.16347615950508043 0.11336858128925087 0.11875680435117753 0.088705210306216031 0.079108326162914189 0.30043653916220481 0.90899606520433451 0.52784460910179731 0.60873635159805395 0.46794287640476995 0.21986926778916016 0.89063656326379748 0.23000886139925558 0.086180429543673998 1.0985639620776053 0.080504587385803461 0.13962994704035836 0.23314261682921256 2.9849871812801316
leaf_count=1764 127 33 58 79 6 64 21 62 10 11 9 8 13 34 8 65 38 63 17 16 34 50 26 13 28 42 3 60 42 96
internal_value=1.71938e-05 -0.0115089 -0.00182309 -0.0235276 -0.0135154 -0.0503345 0.0363754 0.0137424 0.000133608 0.0116596 -0.0013402 -0.0187826 -0.0354804 0.0469459 -0.00966168 -0.03152 -7.17522e-05 -0.0136758 0.000174572 0.0145498 -0.00255762 -0.000179244 -0.0120742 -0.00296192 -0.0253156 -0.0117629 -0.0646461 -0.0245134 -0.07752 0.000390256
internal_weight=69.9149 0.699088 0.631015 0.361347 0.321923 0.185227 0.136696 0.0995052 69.2159 1.21165 0.796736 0.585305 0.421829 0.211431 0.308461 0.219755 68.0042 1.20943 66.7948 1.60452 1.07668 65.1903 2.97854 2.53853 1.6479 1.41789 0.440004 0.220135 0.319323 62.2117
internal_count=2900 450 323 290 211 122 89 83 2450 158 148 105 97 43 84 76 2292 101 2191 67 50 2124 264 151 125 112 113 63 70 1860
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 2 1 1 2 1 0 0 1 0 0 0 1 1 1 0 1 0 0 0 0 1 2 1 2 0
split_gain=0.0097999 0.0413201 0.0639802 0.0391709 0.0680687 0.0319512 0.0414289 0.0273455 0.0211302 0.172752 0.244235 0.118771 0.0201859 0.0196659 0.028852 0.0138212 0.491163 0.199515 0.187931 0.105031 0.106893 0.213027 0.344225 0.278138 0.156158 0.146869 0.129658 0.160392 0.452884 0.108645
threshold=35.461062230100005 0.4942366995000001 0.34392682850000006 35.131296350900008 0.49850303880000008 32.785955158400007 0.38185982460000006 0.38733870245000007 36.372781240150012 0.36543816055000006 0.50482021495000018 0.52104727400000017 0.33263974130000007 0.51700547890000015 0.53136133645000017 0.51700547890000015 0.38042274180000007 0.38398550940000004 0.38733870245000007 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50579323975000012 0.5025747732000001 0.5025747732000001 0.37982395740000008 37.572218886150004 0.36000419150000007 42.131954243650007 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -3 6 -6 -7 9 -2 -11 -12 -1 -8 -15 19 -17 -18 -19 20 21 23 -23 26 -22 -26 -10 29 -29 -28
right_child=8 3 -4 -5 5 7 13 -9 15 10 11 -13 -14 14 -16 16 17 18 -20 -21 24 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.028410150548855113 0.031170200921134719 -0.061511142938498777 -0.10711726939794658 0.053781175651874624 -0.10466711828527851 0.072340316618747944 -0.10154593241448812 0.015124991291418902 0.034536828330366379 -0.12605379064569119 0.10054875012313613 -0.076194803103463229 0.038052346444727263 0.10049230099655229 -0.10068666751535767 -0.10960748787045248 0.081846787291356221 -0.060033476201450234 0.00040726300049738929 0.025827994941442944 0.013331772238189718 0.083747420491337668 -0.011606336680981717 -0.053344598903170365 -0.085051581463956749 -0.0036048525165434811 -5.7717195814367403e-05 -0.111146899064911 0.020252771716677578 0.026275184592557729
leaf_weight=0.089890946440629671 0.38839515576636685 0.11796745285391808 0.069879157180958273 0.24698897161395017 0.040148860083718318 0.13864536490291357 0.0093169994761410635 0.21014586795875312 1.1191097514279338 0.24100649077445269 0.099495739268604666 0.06153622129442482 0.092951443053607363 0.034252898534759879 0.0090022575986026254 0.41611718983495194 0.29424677648057951 0.52714806453696184 21.350219439955943 1.6496539132240275 0.61054054171344663 0.78677701938431599 0.72972001147718402 0.9653244074434032 0.54448376422806177 0.37312632932957968 35.809295153866415 0.47326523071205773 0.58842572778962676 1.6384899988770474
leaf_count=37 20 4 36 18 3 12 3 78 30 5 6 53 14 4 103 34 9 15 1315 28 49 32 12 6 42 27 822 21 36 26
internal_value=9.38235e-06 0.00955491 -0.0257282 0.0206115 0.00596834 0.0239982 -0.0281773 0.0378682 -0.000137859 -0.0163935 -0.0623432 0.0330086 0.00537734 0.0302373 0.058623 5.14427e-05 -0.00196911 5.10462e-05 -0.00104909 0.00105921 0.000122879 0.0010657 0.0378643 -0.000309018 -0.0258578 -0.051933 0.000982892 7.793e-06 -0.0383207 0.00109445
internal_weight=69.7256 1.05919 0.252722 0.806469 0.55948 0.441512 0.092721 0.348791 68.6664 0.790434 0.402038 0.161032 0.182842 0.0525722 0.0432552 67.8759 22.5877 22.1716 21.8774 45.2882 43.6386 42.1104 1.5165 40.5939 1.52815 0.91761 39.6286 38.5095 1.06169 37.4478
internal_count=2900 312 87 225 207 203 113 90 2588 84 64 59 51 110 107 2504 1373 1339 1330 1131 1103 985 44 941 118 69 935 905 57 848
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 2 2 0 1 2 0 1 2 2 0 0 1 0 1 1 0 1 1 1 0 2 2 0 1
split_gain=0.00976541 0.0562269 0.0479799 0.201006 0.184009 0.29436 0.180248 0.118437 0.444472 0.147235 0.166125 0.214589 0.217646 0.0902836 0.139015 0.0973887 0.0586641 0.190082 0.0968084 0.180409 0.0856253 0.0728654 0.137899 0.6706 0.12529 0.244538 0.0642614 0.367763 0.252435 0.256759
threshold=41.322103772800006 41.395309858300003 0.36000419150000007 0.48607826115000008 0.34581299960000006 0.48181192180000004 40.259171735100004 39.468990633150007 0.47778509625000004 0.34548366815000003 41.061442884200012 0.47997065955000012 0.3447052483500001 41.21013581150001 41.134354310300004 0.49678153350000009 0.49850303880000008 0.36501901140000009 0.50041914915000019 0.36998892250000009 0.37668033890000002 0.51484985480000012 0.38042274180000007 0.38573695400000008 0.38906020780000011 0.52161611930000007 39.420767558750008 39.344049039350004 0.52215502530000013 0.38991347565000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 8 -1 10 11 12 -9 14 15 -4 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 28 -27 -30
right_child=1 -3 13 -5 5 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 16 17 18 19 20 21 22 23 24 25 26 -28 -29 29 -31
leaf_value=-0.0077708977770603455 -0.019525061613767002 -0.00029727629236778739 -0.05842824918644729 0.045683916661432983 -0.068822590903503025 0.061742655207269119 0.032678826873419067 -0.03237978775326561 0.08904228405526092 -0.039350236522239498 0.021124845841806072 -0.038230427406081284 0.020311267958165236 -0.037114092527956062 0.050370895562863095 0.031568243803404748 -0.062839794465354148 -0.046658986904214522 0.0322060742072049 -0.032270661855360781 0.025903203971991546 0.047073344640045534 -0.13856272604975037 0.033185767396187164 -0.082696809449134212 0.10309657057516766 -0.0089844436352559658 0.093827389156209265 0.10327922608810841 -0.0097775784397393095
leaf_weight=1.8934835765838109 1.5937777710389855 33.236205253330532 0.30189219248223764 1.150841163820586 0.36474439931752911 1.1751626729965208 0.33623557211831212 1.1720119951887666 0.63266312377527345 1.2863293091068042 2.1053218562592519 1.9823783580213783 2.3674850969309773 0.70500075595242506 0.51905233856086752 0.53164424747228878 0.50150924711488443 0.44112506747478875 1.6514678280800605 0.91299646546394697 0.96151885382278024 0.53726607840508123 0.36340057477354903 0.99990442581474681 0.37909954690985515 0.22382233903590432 5.3734691607208447 0.44234628533013154 0.20912271365523327 5.0953530440110191
leaf_count=124 22 1518 30 37 38 11 7 31 17 21 28 22 36 20 12 10 14 8 22 38 21 9 6 22 14 3 226 7 2 524
internal_value=5.06892e-06 -0.00117712 0.00119454 0.00558834 0.00212302 0.0311505 -0.0201359 -0.00263758 0.0164756 -0.00805437 -0.00277631 -0.0118891 0.002864 -0.00195998 -0.00068543 -0.00208567 -0.00117237 -0.00213445 -0.000403767 0.000786006 -0.00256205 -0.000702383 -0.00258011 -0.00461863 -0.00079289 -0.00369102 -0.00105079 0.00608935 -0.000931004 -0.00532045
internal_weight=69.4466 34.83 34.6166 14.4667 13.3158 1.87614 0.70098 11.4397 2.52615 8.91353 7.6272 5.52188 3.5395 20.15 19.445 18.9259 18.624 18.0924 17.5909 17.1498 15.4983 14.5853 13.6238 13.0865 12.7231 11.7232 11.3441 5.97064 5.5283 5.30448
internal_count=2900 1540 1360 372 335 56 45 279 141 138 117 89 67 988 968 956 926 916 902 894 872 834 813 804 798 776 762 536 529 526
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 0 1 1 0 2 1 0 0 2 2 2 0 0 0 1 0 2 1 1 1 0 2 1 2
split_gain=0.00879139 0.0352642 0.0603857 0.0373166 0.098352 0.027289 0.0640052 0.0324649 0.0824608 0.0354673 0.0188263 0.164541 0.215262 0.104897 0.0570235 0.0261149 0.0189476 0.0183595 0.0237192 0.0270426 0.0165323 0.0144331 0.0123479 0.0955983 0.136772 0.156291 0.142221 0.158307 0.238006 0.0680761
threshold=35.461062230100005 0.4942366995000001 0.34392682850000006 0.36597706655000006 0.37982395740000008 0.4992664890500001 0.51243974730000008 0.38573695400000008 0.38906020780000011 0.52215502530000013 36.372781240150012 0.36543816055000006 0.50482021495000018 0.52104727400000017 36.625813070500008 37.020641110850008 37.064694648750013 0.53781323915000012 0.54384599265000022 0.56793209785000009 0.33263974130000007 0.56859076075000015 38.052786106700005 0.34427112960000006 0.37027334510000004 0.37668033890000002 0.52290350590000012 37.272044000450002 0.39458399450000009 38.318569170500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 -9 -10 11 -2 -13 -14 -12 -16 -17 -11 -19 -20 -1 -21 23 -18 -25 -26 -27 -28 -29 -24
right_child=10 3 -4 4 5 6 7 8 9 17 14 12 13 -15 15 16 22 18 19 21 -22 -23 29 24 25 26 27 28 -30 -31
leaf_value=-0.02499317532227489 0.030320643118803225 0.047499682922768266 -0.10681360802534866 -0.078987033103047 0.10154731179061648 -0.10227332976583979 0.10060991544705977 -0.10439126940576463 0.10137471330740294 -0.10071547049577532 0.038604488711654707 -0.12381404450024498 0.10040857209666015 -0.073186452517699271 -0.013217373262102145 0.025164537877659154 0.036874357370581173 0.063392976859636102 -0.10112412318496133 0.092540907209694032 0.035435770894738525 -0.10007791498871453 0.027032241903036037 -0.074177310316558248 0.060546337681550537 -0.074532698708485653 0.084279296241528315 -0.10979722793523608 0.02154091888405063 -0.0001333043774134134
leaf_weight=0.08921752417970974 0.38187321890472681 0.29596985201351345 0.064797466435370765 0.11383622307766927 0.043341651558876038 0.039575897986651398 0.057466140715405345 0.045504203997552395 0.07123278346080042 0.012699005751073855 0.38145333823871297 0.22754099336452782 0.08816070561442757 0.057519170253671703 1.499574609496604 0.30092360086018644 0.39941486035241291 0.068833639845252037 0.024633219558804598 0.017697897565085441 0.091916650962957647 0.004986100708610052 0.93640476315158494 0.34136498435691454 0.29934669472277153 0.34285184180902184 0.1824988919831867 0.20539975962674362 0.42033653475596999 62.043239225354085
leaf_count=37 20 14 36 9 1 5 5 3 4 7 24 5 6 53 48 12 17 5 27 2 14 143 48 10 6 10 18 9 62 2240
internal_value=1.36036e-05 0.00913076 -0.0239658 0.0193591 0.00269516 0.0267861 0.017329 0.032948 0.0171154 0.0447493 -0.000125843 -0.015828 -0.0630466 0.0318676 5.01947e-05 -0.000169402 0.000129451 0.0134447 0.0259261 -0.028578 0.00567153 0.0502019 1.38525e-05 -0.00736565 -0.0172273 -0.00382392 -0.0205638 0.00232975 -0.0215712 0.000270603
internal_weight=69.1496 1.04171 0.245932 0.795777 0.499807 0.385971 0.342629 0.303053 0.245587 0.200083 68.1079 0.755094 0.373221 0.14568 67.3528 66.9714 65.4718 0.12885 0.116151 0.0473172 0.181134 0.022684 65.1709 2.19121 1.7918 1.45043 1.15109 0.808235 0.625736 62.9796
internal_count=2900 312 87 225 211 202 201 196 191 188 2588 84 64 59 2504 2480 2432 184 177 172 51 145 2420 132 115 105 99 89 71 2288
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 2 1 1 0 0 1 1 2 2 0 1 2 0 0 2 2 0 2 1 0 0 2 2 2
split_gain=0.0092481 0.0948258 0.20459 0.281109 0.38973 0.280049 0.270147 0.156282 0.127888 0.120787 0.114577 0.0948482 0.463386 0.0873692 0.537604 0.129392 0.25233 0.900985 0.726256 0.521213 0.14034 0.227982 0.258927 0.160003 0.170954 0.0932373 0.141609 0.0920966 0.100639 0.0901441
threshold=0.34515433670000012 0.48101853240000009 42.178283198950005 43.279086095950007 0.47760546090000006 40.421032462050007 39.468990633150007 0.34560342505000002 0.3459626957000001 0.47961138885000004 0.48181192180000004 0.3453339720000001 0.34545372890000009 40.21994457600001 40.12915366295001 0.48368312325000012 0.34479506600000004 42.686561923500008 0.47778509625000004 0.48140774230000011 40.742467179200005 41.169697216150006 0.47577916830000005 42.801286935650005 0.3447052483500001 0.47694679800000012 0.47470135625000004 43.57842012870001 48.461603274950008 38.938637541200009
decision_type=2 2 2 2 2 2 2 2 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 5 4 -4 6 8 -7 -2 -5 -3 -12 -13 14 25 16 19 18 -18 20 -15 -22 23 24 -23 26 29 -25 -29 -1
right_child=1 10 3 9 -6 7 -8 -9 -10 -11 11 12 -14 15 -16 -17 17 -19 -20 -21 21 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.021772654617899279 0.10276275278742707 -0.023368622581610005 0.0044464277155647821 -0.0069477273112186671 -0.11148373383417626 0.018587627050474172 -0.045401013173804523 0.057185489197024333 -0.013119000140011876 0.040834602069738407 0.029720995416083584 -0.1128210224805148 0.00015011440261579115 -0.047661476329890581 0.10833198482073539 -0.034279082143319109 -0.010076276822075366 0.048446173303861827 -0.11491244880111995 0.098089940054192415 0.074609225962276163 0.01736937698958382 -0.054052039007162961 -0.049651519078460257 0.10393739646599931 -0.023178315981690564 0.058174356541000671 0.042355640443667096 -0.0055513796523256184 0.028093547915897896
leaf_weight=1.0188705901802886 0.22123961959567828 2.2314730149009838 0.62434410619297886 1.4005352685917389 0.54147475588888483 2.6910382954283705 0.99879601998009093 1.7191955724119905 0.16721633817378567 0.85018519684672345 1.0393260824494053 0.36640645237639446 40.04607564611846 0.5499461703252545 0.4947209283709525 1.4535120243162953 1.5440520842648773 1.2256282405287491 1.1551622393817522 0.60121597163379181 0.43727298328940367 0.8490071197413156 0.77093829049306339 0.36902889500219549 0.31193558126688004 1.3875843896530566 0.47614533198066045 0.5393089843466331 2.3458269251441379 0.56273500061979564
leaf_count=106 7 30 53 58 46 42 31 32 40 7 11 7 2008 13 3 15 26 28 27 5 10 70 20 41 3 26 6 76 37 16
internal_value=1.06067e-05 0.000649213 0.00986812 -0.00954272 -0.0493983 0.0213072 -0.0178806 0.0336338 0.0528798 0.0111015 -0.00129531 -0.000107041 -0.000874157 -0.00208849 0.010852 -0.0062839 -0.00248073 -0.0226567 -0.0549422 0.00920833 0.000552126 0.00526729 -0.000579427 0.00875762 0.0406295 -0.00314533 0.0103633 -0.00261285 0.00340372 -0.00403027
internal_weight=68.9902 52.8973 9.21403 3.41654 1.16582 5.79749 1.38725 4.41023 0.388456 2.25072 43.6833 41.4518 40.4125 16.0929 3.94006 12.1528 10.6993 3.92484 2.69921 6.77448 6.17326 5.62332 5.18605 4.41511 1.16094 3.44534 2.05775 3.25416 2.88514 1.58161
internal_count=2900 2372 316 164 99 152 78 74 47 65 2056 2026 2015 528 157 371 356 81 53 275 270 257 247 227 73 154 128 154 113 122
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 1 1 0 0 0 0 2 0 1 0 2 1 1 1 1 1 1 1 0 1 1 2 2 0
split_gain=0.0127241 0.0809525 0.157262 0.275556 0.22323 0.152278 0.127744 0.063558 0.192676 0.0595549 0.0349086 0.0530809 0.0859438 0.0461808 0.0461912 0.115887 0.154089 0.234446 0.0769476 0.227718 0.0808263 0.122119 0.723304 0.301967 0.121575 0.0604523 0.199767 0.048198 0.327624 0.522356
threshold=0.47727612945000003 0.34524415440000006 0.47715637260000004 0.34536391125000004 0.47706655490000011 0.35675578575000005 0.35814795965000007 0.34500464060000008 0.47648274005000008 0.47778509625000004 0.47830903265000008 0.47905751325000007 40.259171735100004 0.47943175355000006 0.34458549145000011 0.48101853240000009 41.169697216150006 0.34569324270000007 0.34494476210000008 0.34503457980000002 0.34521421515000011 0.3453339720000001 0.34542378970000004 0.34545372890000009 0.48181192180000004 0.34581299960000006 0.34608245260000009 43.19689381845 42.674081447500008 0.50356276755000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -7 8 -1 -2 -11 12 -12 -13 -15 16 -16 -18 -17 -20 -21 -22 -23 -24 -25 -26 -27 28 -28 -30
right_child=9 2 -4 4 -6 6 -8 -9 -10 10 11 13 -14 14 15 18 17 -19 19 20 21 22 23 24 25 26 27 -29 29 -31
leaf_value=0.0017290973595617369 0.013587969058582986 -0.14253755040132401 -0.11285231767551969 -0.10353560058641194 0.07422262387366986 0.052939807556366625 -0.04308879891001062 0.02187379116921967 -0.056384801570528664 -0.01779376159093984 0.046059137978986309 -0.024168557507729341 -0.0047220235351936842 -0.023635895544351544 0.034723683702630008 -0.021909424615226859 -0.031599653793909915 0.029320361748117536 0.060269269451975485 -0.038079951880295809 0.03467553065416952 -0.15453911283939115 0.10345804806373787 -0.025865672956131597 -0.016904255652131994 0.033122799666406119 0.00020580231948974992 0.0075787467819475518 -0.11578947430920446 0.0012280141080821807
leaf_weight=6.9193462429045791 3.3223130881087846 0.14402166100011093 0.18006192575558078 0.18649454756812189 0.3231654625851661 0.25531209199973404 0.30284866757503437 1.1823915958108555 0.62178304565688325 1.1049233114117658 0.64593714475631603 0.80077160056680341 0.68854370660881159 0.81179399542906949 2.1937622698897021 1.7134066689759482 1.2785352620267079 1.2486878144554792 0.61190981790423293 0.58498255629092355 0.95654661254957218 0.30642002308741112 0.27840626100078125 1.8828886541305099 1.9792132391594339 1.8445712360553432 28.649598760098595 5.9930541038254637 0.64506971766240784 0.93354096984830903
leaf_count=376 41 18 7 56 7 10 54 28 24 37 12 13 38 15 33 18 31 15 4 11 10 7 4 23 24 16 1288 582 18 80
internal_value=1.86854e-05 -0.00325604 -0.0256517 -0.012695 0.00481743 -0.025303 0.000836296 0.00031736 -0.00306252 0.000585172 -0.000198098 0.000161619 0.0198579 -0.00033701 3.06025e-05 0.000406573 0.0153329 -0.00149939 -0.00111278 -0.000315011 -0.00115652 -0.000659628 -0.00145468 -0.000343277 -0.00103253 0.000135107 0.00102106 -0.000613725 -0.00223797 -0.046589
internal_weight=68.5903 10.1154 1.3919 1.21184 1.06782 0.744655 0.558161 8.72352 7.54113 58.4749 55.1526 54.0476 1.33448 52.7132 51.9124 51.1006 4.72099 2.52722 46.3796 44.6662 44.0543 43.4693 42.5128 42.2063 41.9279 40.045 38.0658 36.2213 30.2282 1.57861
internal_count=2900 580 152 145 127 120 64 428 400 2320 2279 2242 50 2192 2179 2164 79 46 2085 2067 2063 2052 2042 2035 2031 2008 1984 1968 1386 98
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 0 0 2 0 0 2 2 2 2 2 2 1 0 2 2 1 2 0 1 0 0 1 0 1 0
split_gain=0.0105136 0.0699824 0.0694837 0.230172 0.0592767 0.309475 0.173263 0.104061 0.532537 0.253487 0.0903381 0.216987 0.0740229 0.111073 0.161343 0.130185 0.0497703 0.0484751 0.0397118 0.0327851 0.031738 0.0628434 0.0296101 0.169255 0.074179 0.0670092 0.164749 0.0481371 0.20574 0.0543017
threshold=0.47727612945000003 0.34524415440000006 41.21013581150001 0.34581299960000006 41.395309858300003 0.47694679800000012 0.47512050540000011 42.508878681700004 0.47470135625000004 0.47440196400000006 38.938637541200009 38.115457128050004 42.773538294100007 43.57842012870001 44.157169339850007 43.022303514600004 0.32144247180000002 0.47778509625000004 42.718072821900002 41.43512228960001 0.34193587020000005 35.818873074050011 0.47868327295000007 0.34458549145000011 0.47905751325000007 0.47796473160000008 0.34527409360000011 0.47997065955000012 0.34512439750000007 0.48101853240000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 8 9 16 11 20 -9 15 -15 -14 -6 19 -5 -2 21 -1 23 -19 -24 -25 -27 28 -26 -29
right_child=17 2 3 18 5 -7 -8 12 -10 -11 -12 -13 13 14 -16 -17 -18 22 -20 -21 -22 -23 24 25 27 26 -28 29 -30 -31
leaf_value=0.012771367587198571 0.023390675407096752 0.010644416151055562 -0.12195341739006696 0.016094023337885666 7.7418859024323089e-06 0.071143639476594661 -0.053466994269232772 0.040365290677764634 -0.11524856812123455 0.10524627201993142 0.020920303433247519 -0.11532216759246727 -0.11860585628109928 0.054848284660001037 -0.0043617325010972029 -0.002748584203415976 -0.10300762337877592 0.036951116129257826 -0.032279282768292984 0.0033598143093905978 0.026491951231537015 -0.062025007236612542 0.027491487072077232 -0.004331870924878258 -0.044480277704210092 -0.11466616138200075 -0.010891429187457077 0.013519607550515459 0.0098661897205781866 -0.00041221673732492358
leaf_weight=0.32173433131038354 1.4740666039288037 0.39663728225635952 0.24745253432391223 0.3228653762707836 0.10365609150198896 0.65101804242294736 0.73053287807852019 0.50399288726464408 0.41602980601601303 0.26220068335533142 1.2241385775018896 0.19145956684542398 0.1641979122356293 0.55279012544485828 2.7480222223961732 0.23694398261039851 0.085653205853304826 0.44642540020868082 0.35776571534498203 1.8333899159915743 0.33592893065944196 0.17258857222623192 0.97801001689003797 0.38544308223936219 1.199404290877282 0.27749026164383395 0.34094921349606011 2.9759816977602886 1.6616264020995002 46.694325122741972
leaf_count=56 13 53 45 17 36 13 11 17 13 2 40 9 15 30 91 37 16 9 37 28 18 24 24 12 12 16 26 48 37 2095
internal_value=1.47894e-05 -0.0029764 -0.0243885 -0.0393606 0.00028361 0.00623524 -0.0111632 -0.00209366 -0.0336277 0.0415794 0.00259742 -0.0193557 0.0044107 -0.000484242 0.00555422 -0.050172 -0.0466017 0.000529463 -0.00933284 0.0122872 0.00277457 -0.0133431 -0.000178112 -0.0142769 0.00020402 -0.037058 -0.0574546 -0.000304009 -0.012917 0.000422504
internal_weight=68.2927 10.0256 1.32472 0.928084 8.70089 5.7245 2.97638 5.07349 0.86754 0.45151 2.24585 1.02171 4.20595 3.70195 3.30081 0.401142 0.189309 58.2671 0.680631 3.30746 0.830252 0.494323 54.9597 1.45031 53.5093 1.00388 0.618439 52.5313 2.86103 49.6703
internal_count=2900 580 152 99 428 270 158 257 67 54 147 107 190 173 121 52 52 2320 54 41 98 80 2279 63 2216 54 42 2192 49 2143
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 2 1 1 0 0 0 0 0 2 2 2 2 1 1 1 0 0 0 0 1 2 2 2 0
split_gain=0.0104744 0.0596801 0.177867 0.299313 0.250559 0.123364 0.0699719 0.0456592 0.317935 0.164711 0.116154 0.212269 0.131903 0.0971371 0.0949693 0.0939109 0.0682015 0.121219 0.0632156 0.407693 0.302956 0.089955 0.0627858 0.0597117 0.178031 0.219465 0.0863294 0.146311 0.139417 0.0815743
threshold=41.322103772800006 41.678468725050003 0.34512439750000007 0.49128768600000011 0.39513787010000007 0.43374449865000003 41.792045663550006 0.35585760905000008 0.34632196640000007 0.48543456785000005 0.48041974790000003 0.47976108500000009 0.47943175355000006 0.48077901860000011 40.532725462000009 39.893178577750007 41.21013581150001 41.134354310300004 0.34521421515000011 0.34500464060000008 0.34458549145000011 0.47739588635000008 0.49588335680000006 0.55671985870000007 0.54585192060000021 0.4211999641000001 40.08085804200001 40.580626202750004 39.893178577750007 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -6 -3 8 10 13 11 12 18 -9 -12 -10 17 22 19 20 21 -1 -11 24 26 -26 28 -28 -24 -25
right_child=1 6 3 4 5 -7 -8 9 15 16 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=-0.0044703255680640678 0.015076720011752887 0.023254270365693625 -0.045564887949159159 0.079115945778069185 -0.072611147596997744 0.022543204098848999 -0.00057487191721070118 -0.012918304425382738 0.029451531104519774 0.038959708904558792 0.033881828571875897 -0.053477725765439826 0.036932599092847511 -0.10858884327824986 0.0038626865136861741 0.091215765177606462 -0.031324506123147432 0.04947087385197875 -0.028241901554810551 0.074137204688775535 -0.057540456881472551 0.03934141997445046 -0.00081169405737484203 0.047915659487219681 0.0067907349107516396 -0.094495510480709297 -0.043338455676298966 0.0035739503642989272 0.038683853126008597 0.0039170814143427079
leaf_weight=2.4007835339337373 1.6552464921842318 1.2887255425280155 2.2185973610176011 0.42063399356266007 0.26450841502082767 0.28098182548281869 28.131069582952207 0.20173399010192028 0.48960950459149977 0.39341021512519603 1.5520206042565403 0.84899281337857235 0.82950064609758545 0.22393468216171186 3.2833883445709944 0.49511672405060381 0.6883083264588653 0.49672135755827085 1.0246186980713359 0.62844886990829696 1.0890878516087807 0.58231638534925867 11.245990765598659 0.51725479155197795 0.39548398847461363 0.46599408306695977 1.2055679538461856 1.4821673632250165 0.97091908182483244 2.2734459312382058
leaf_count=137 28 33 28 18 20 27 1386 37 21 14 24 13 9 9 30 21 19 11 33 15 25 10 304 24 31 40 29 32 21 451
internal_value=8.15924e-06 -0.00122391 -0.011514 -0.0253345 0.0211224 -0.0235972 0.000468957 0.00125755 0.00584156 -0.00169068 0.00144339 -0.00642946 -0.000335614 -0.0632484 0.0134979 0.0605064 -0.000389319 0.000705605 -0.0057352 -0.000829313 -0.0123987 0.00408195 -0.000572625 -0.00141072 -0.00379728 -0.0479974 -0.00124254 -0.0174683 0.00232715 0.0120722
internal_weight=68.0446 34.2598 4.83997 3.18472 0.966124 0.54549 29.4198 33.7848 13.2239 20.5609 12.2392 7.40375 6.55476 0.425669 4.83541 0.984726 20.1353 19.447 5.72526 4.70064 4.07219 2.9831 18.9502 18.5568 15.7661 0.861478 14.9046 2.68774 12.2169 2.7907
internal_count=2900 1540 121 93 65 47 1419 1360 338 1022 296 242 229 46 54 42 976 957 220 187 172 147 946 932 457 71 386 61 325 475
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 0 2 1 1 0 0 0 2 0 0 0 1 2 0 2 0 1 0 2 2 1 2 2
split_gain=0.00956807 0.0545817 0.0326866 0.0268207 0.0507352 0.0482183 0.0173515 0.0489434 0.0153275 0.0239868 0.0123189 0.0338867 0.0579873 0.0435045 0.0578422 0.0371575 0.0234761 0.219373 0.107067 0.0728454 0.135265 0.106804 0.0819169 0.0800162 0.160539 0.105402 0.070805 0.0561894 0.0388107 0.0756019
threshold=0.48627286610000009 0.61532588845000014 0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 0.67036915065000013 0.68186581240000022 46.177190236600005 0.5024400467000002 0.46208197360000008 0.56323163980000013 0.60665848330000005 0.5810754169000002 42.622319549950006 0.61299062905000012 0.55980359870000018 0.56276758185000009 0.43590012275000006 42.852084787850011 0.58859016195000013 42.487106141350004 0.56859076075000015 0.45393850480000009 0.58388970390000006 41.093509583400007 40.532725462000009 0.43887907550000005 40.823855932350007 39.091773401050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 4 5 8 -6 -8 9 -4 16 -12 13 -13 -15 -14 18 -18 -1 21 22 23 -21 25 -25 28 -20 -28 29 -19
right_child=1 2 3 -5 6 -7 7 -9 -10 -11 11 12 15 14 -16 -17 17 19 26 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0001497124399332375 -0.10117789809045037 0.023539348677583644 -0.10374624745162429 -0.10479563374981471 0.095856787644072655 0.040221494730938175 0.057993962837808659 -0.10139511632444348 -0.10341551432078458 0.043549044706671619 0.033610772997748076 0.0047760812174322612 0.094533765195539493 -0.0057328154999161766 -0.10529951283195427 0.0077593793956606582 -0.067500504344042242 0.051377213108304037 0.057389250071454984 -0.015616184325499298 0.0074379329391604833 0.070121644559947613 -0.10363664831500533 -0.10488895768986467 0.054363489703025403 -0.026391602127086373 0.042660091049555253 -0.01553509723446418 0.051808964439807238 -0.0053285065929330822
leaf_weight=60.54168703974036 0.062106001134266786 0.26578695716881384 0.022425541665302973 0.036059503463606646 0.03377618884360345 0.045672224516291493 0.067229108533148008 0.027003553922041235 0.087080374971264973 0.021806823809619402 0.40700283308978791 0.33379192104688071 0.084410985980639452 0.12724059815347744 0.10776107315905392 0.11879680158215233 0.52878056692179498 0.36550119444356111 0.52782600867976615 0.19220878800842889 0.69644402752828682 0.27155150845646847 0.23500635083064481 0.17402908690272045 0.099487921323898831 0.55033274489687745 0.28371260416832911 0.39959061847214628 0.39463967457413662 0.65907392639519458
leaf_count=1935 127 33 8 79 6 64 21 62 15 35 10 44 9 48 13 34 29 63 17 15 25 6 44 37 22 22 19 28 10 20
internal_value=1.15681e-05 -0.0118889 -0.00275073 -0.0232389 -0.0135964 -0.0482829 0.0343611 0.012319 -0.0790659 -0.0311288 0.00013021 0.0102618 -0.00204785 -0.0184292 -0.0513896 0.0438048 -5.09981e-05 -0.00731572 0.000439222 0.00143143 -0.0197362 0.0108902 -0.0640353 0.00371948 -0.0469631 0.0107579 0.0298788 0.00862798 0.0251635 0.0149004
internal_weight=67.7678 0.668946 0.60684 0.341053 0.304994 0.176985 0.128009 0.0942327 0.131313 0.0442324 67.0989 1.179 0.772001 0.568794 0.235002 0.203208 65.9199 4.16706 61.7528 3.63828 1.12366 2.51462 0.427215 2.24306 0.273517 1.96955 1.21113 0.683303 1.41921 1.02458
internal_count=2900 450 323 290 211 122 89 83 58 43 2450 158 148 105 61 43 2292 293 1999 264 84 180 59 174 59 115 64 47 93 83
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 2 0 2 1 2 2 1 0 1 1 1 1 1 2 2 2 1 1 2 0 0 2 0
split_gain=0.00925957 0.113528 0.0966976 0.0700762 0.0497865 0.0430578 0.104312 0.0449634 0.155731 0.0966543 0.220008 0.0782003 0.0472621 0.0410208 0.16291 0.292384 0.180693 0.130015 0.206866 0.29962 0.230681 0.19794 0.26127 0.150716 0.107642 0.183039 0.173445 0.147694 0.116964 0.0641437
threshold=42.852084787850011 42.898324343550009 42.718072821900002 0.48368312325000012 43.022303514600004 42.654057868200006 42.564639561200003 42.487106141350004 0.4901499955000001 42.297164883650005 0.34632196640000007 42.233786329550007 42.406961525800007 0.34560342505000002 0.47997065955000012 0.34494476210000008 0.34479506600000004 0.34581299960000006 0.34587287805000005 0.34632196640000007 43.124157941850008 43.147345722250009 43.19689381845 0.35675578575000005 0.36000419150000007 43.933728833200007 0.53592706805000012 0.54191491270000014 44.086690780350004 0.51484985480000012
decision_type=2 2 2 2 2 2 2 2 2 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 9 -9 11 -11 -1 -12 14 15 16 -6 -15 -19 -20 -21 -22 -23 -24 -25 26 29 -28 -27 -26
right_child=1 4 3 -5 13 -7 -8 8 -10 10 12 -13 -14 17 -16 -17 -18 18 19 20 21 22 23 24 25 28 27 -29 -30 -31
leaf_value=8.5429936315669764e-06 0.043554361843404554 -0.028799236481610736 -0.063995444492456116 -0.0055607053594688254 -8.3095705539557594e-05 0.018514840208883117 -0.037984385933141893 -0.012688032829746143 0.050722770005979814 -0.065964691605646816 0.015775566070346036 0.035674534367059509 -0.018487990984344723 -0.039231901724216943 0.04045554042599226 -0.076473827909012262 0.067005298790291878 0.095216005089595962 -0.10880009932790312 -0.064839634109287392 0.10591291661597979 -0.10691557643964722 0.043999234945086577 -0.052270058432489025 0.033333608997591281 -0.078413592390995712 -0.048223703625592668 0.037305154438496607 -0.0032157106522601232 0.088368977575733365
leaf_weight=44.843745356974495 0.63522880452103336 0.56244621956040575 0.40907206964692377 0.41183398557473083 3.1855860102230475 1.2151065237000001 0.7329536531674411 0.83449790182760242 0.72273220468014188 0.72816559870699338 0.88506381729382588 0.62329647539706812 0.73847526484496484 0.87442439489131984 1.2264772469288798 0.45709182053053599 0.45935523524531152 0.22821375355124285 0.251276049786611 0.48085934228129179 0.19566691029149286 0.2063325458670987 0.96033464360516507 0.35335016803583119 0.38467540995043215 0.21985673273593453 0.36395423067733645 0.4534471923577712 3.4942420547679589 0.47115469042910263
leaf_count=1690 22 44 26 18 150 33 33 23 21 33 22 22 22 16 18 29 10 4 14 23 5 11 18 8 23 16 9 38 480 19
internal_value=7.40515e-06 0.00215642 -0.000629901 -0.0346798 0.000383027 -8.52875e-05 -0.000536328 1.9564e-05 0.0167418 -0.000525 -0.0202933 0.000497479 0.000190607 0.00153353 0.00847831 -0.00108264 0.00837175 -0.00260679 0.00136499 -0.0013686 0.00219092 0.00672875 0.00391912 0.00733186 0.00119793 0.00470484 0.032167 -0.000777223 -0.00766706 0.0636319
internal_weight=67.6089 15.464 52.1449 0.820906 14.8287 51.324 50.1089 49.376 1.55723 47.8187 2.3517 45.467 1.62354 14.2663 5.32851 4.10203 3.64494 8.93779 8.06336 7.83515 7.58387 7.10301 6.90735 6.70102 5.74068 5.38733 1.67323 0.817401 3.7141 0.85583
internal_count=2900 957 1943 44 935 1899 1866 1833 44 1789 77 1712 44 891 207 189 160 684 668 664 650 627 622 611 593 585 89 47 496 42
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 0 1 1 1 1 2 1 1 2 0 0 1 2 2 1 1 2 0 0 0 2 1 1
split_gain=0.0097019 0.662853 0.220314 0.104436 0.488704 0.12075 0.101138 0.112627 0.123672 0.108549 0.325452 0.245904 0.118015 0.0860261 0.201059 0.103701 0.052442 0.161629 0.103274 0.044812 0.141276 0.0942284 0.145782 0.0899165 0.133724 0.156548 0.109317 0.15165 0.0862672 0.105201
threshold=0.49678153350000009 0.34829795515000012 0.49588335680000006 0.49850303880000008 0.35165114815000004 0.35675578575000005 0.36501901140000009 0.50041914915000019 0.36998892250000009 0.37027334510000004 0.37138109635000011 0.37668033890000002 39.420767558750008 0.38398550940000004 0.38573695400000008 40.305698932850007 0.48851830785000006 0.48661716715000009 0.34692075085000007 42.448133449100006 42.34047585750001 0.38906020780000011 0.38991347565000006 42.487106141350004 0.52104727400000017 0.52401125715000008 0.53136133645000017 44.086690780350004 0.39135055835000004 0.39904493880000008
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 -9 -10 -11 12 -12 15 -15 -13 17 -1 -18 20 21 -16 -23 -21 -25 -26 27 -27 -28 -30
right_child=1 3 -4 4 5 6 7 8 9 10 11 13 -14 14 19 -17 18 -19 -20 23 -22 22 -24 24 25 26 28 -29 29 -31
leaf_value=-0.00026908294941702739 -0.14543603310013986 0.033084632047287475 0.053577655626586111 -0.16184333754830837 0.053955908678994906 -0.031793684076524456 -0.048262745073723703 0.02689526325417313 -0.046901868707927737 0.10261939828740432 -0.013864926000321159 -0.0030252075809257665 -0.093006265823698045 -0.096915857667434699 0.029659616079506936 0.042446440271526303 0.010794090000071801 0.037058077979201 -0.02796762834614271 -0.056304574639431983 0.060612835779620761 -0.051264011590030724 0.0012164518057768629 -0.1133068518375811 0.077895917753269789 -0.10767694670987316 -0.06460235894076001 0.024349525571618163 0.041125966241778306 -0.0044647131585392004
leaf_weight=31.709614646763761 0.31578635795449628 0.93576094653645014 0.78314776904880901 0.18735046673100697 0.41169583305600355 1.002406030427667 0.46507167802519944 1.7744472082849849 0.49239658378064888 0.30830340413376944 0.34733876228711125 0.95688312966376843 0.41182405329891481 0.21549870818853634 1.0940524574834913 1.0539491117451687 1.1225445915479206 1.2040769293471374 1.7730494448952638 0.3523706321757335 0.41305868752266484 0.55018534779082884 13.948216621146226 0.11008331244946123 0.23473720042407809 0.23092513658514224 0.20763855264158326 0.13959022397057907 0.5793766655760918 4.004013792519288
leaf_count=941 5 19 11 5 20 25 14 46 11 10 12 19 38 10 26 32 16 23 39 10 18 9 953 32 16 33 9 46 42 410
internal_value=8.64139e-06 -0.00130093 0.00110887 0.000194965 -0.000848622 0.00018067 -0.000585589 0.000536075 0.00136361 -0.000402623 0.000507466 -0.000759407 -0.0567968 0.00100649 -0.000796867 0.0208081 -3.86179e-05 0.00109645 -0.0129407 0.000150502 0.00288953 0.00136039 -0.000775077 -0.00733227 -0.00419837 -0.00197258 -0.00560484 -0.0579365 -0.00155776 0.00129831
internal_weight=67.3354 30.743 36.5924 30.4272 29.4914 29.3041 28.8924 27.89 27.4249 25.6504 25.158 24.8497 0.759163 24.0906 22.0797 2.01083 35.8093 32.9137 2.89559 21.8642 16.0055 15.5925 14.4984 5.85874 5.50636 5.39628 5.16154 0.370515 4.79103 4.58339
internal_count=2900 1870 1030 1865 1846 1841 1821 1796 1782 1736 1725 1715 50 1665 1614 51 1019 964 55 1604 1006 988 962 598 588 556 540 79 461 452
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 0 1 0 2 0 0 0 2 2 2 2 0 0 0 0 0 2 2 2 1 1 0 1 1 1
split_gain=0.0088001 0.0913889 0.410717 0.130052 0.237254 0.226223 0.166282 0.164681 0.265282 0.145436 0.0937545 0.0809829 0.144796 0.268007 0.22709 0.225479 0.468677 0.17757 0.140633 0.0809154 0.0802031 0.13481 0.0781603 0.20779 0.0735094 0.27338 0.0897594 0.0580691 0.169928 0.0491912
threshold=0.34515433670000012 40.21994457600001 40.08085804200001 0.34458549145000011 42.233786329550007 0.47778509625000004 0.34427112960000006 0.47760546090000006 41.169697216150006 0.4588185982500001 0.43780126340000008 0.48101853240000009 42.131954243650007 40.421032462050007 39.56957118270001 43.279086095950007 0.47760546090000006 0.47760546090000006 0.47976108500000009 0.47760546090000006 0.47814436690000012 39.268993001500007 42.448133449100006 42.686561923500008 0.34542378970000004 0.34545372890000009 0.48181192180000004 0.34581299960000006 0.34608245260000009 0.33672644530000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 6 7 -6 9 -5 -9 10 -3 12 13 14 18 16 22 -15 -2 -17 21 29 -14 -24 -13 -26 -27 -28 -29 -1
right_child=11 3 -4 4 5 -7 -8 8 -10 -11 -12 24 15 17 -16 19 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.035166131242669263 0.051639269211678752 -0.0037118513733574669 0.099533415327048999 0.000406094577810392 -0.017362044921578567 0.048124300121985472 0.035573838321049836 -0.0094210764118852798 -0.068507951383002474 -0.060044048052431701 0.053040850224290871 -0.023406903069701872 0.045254399511978134 -0.0012240961103978506 -0.066708423968247471 -0.015515411540236791 -0.11017096080810403 0.045019098525038381 -0.038034998391284665 0.025824840386634559 -0.02495013771229582 0.054318777549771206 -0.1082538028742184 0.058193370223165945 0.10316998308067477 -0.022543100089966239 -0.016768170665878667 0.030861453454208626 -0.00064946365567282666 0.004894153275786046
leaf_weight=0.38787347140760564 0.45257238979491432 3.058761343690608 0.46405012211653218 1.317782495842948 1.1991429530025928 0.94184391379530996 1.3489362322725353 1.3841035839286635 1.6847294719482304 0.43018981515140797 0.32169850941863831 1.4356573121622194 0.37166718920343578 1.1541357492878885 0.57840460217812506 0.69914656301216416 0.54547725242628076 2.9600999699905515 0.28502461229800247 1.4667319627478717 0.9779253196902572 0.51553286430134893 0.14704292173337308 0.15308582378679603 0.25334828300401468 1.8516688002637227 1.9647855865769077 1.7981057823635627 35.475066752466475 1.4614241204476455
leaf_count=75 44 187 6 17 38 13 15 18 27 35 21 21 8 34 26 46 48 37 8 19 20 11 12 34 4 23 24 16 1968 45
internal_value=8.80863e-06 -0.00208115 0.0113756 -0.00646434 -0.0158429 0.0114461 0.00540082 -0.0291619 -0.0418586 -0.00528016 0.00168897 0.00063646 0.00936512 0.0194823 -0.0197985 -0.00687376 -0.04131 0.0320468 0.016987 0.0124802 -0.000862711 0.00909813 0.0146029 -0.0233546 -0.00116185 -0.000389374 -0.0010279 -1.25763e-05 0.000870664 -0.00350813
internal_weight=67.086 15.494 3.80681 11.6872 6.5276 2.14099 5.15959 4.38662 3.06883 3.81065 3.38046 51.592 8.81339 5.43024 1.316 3.38315 1.21727 4.11424 0.737597 2.16588 3.34276 2.36483 0.671796 0.300129 42.7786 41.343 41.0896 39.238 37.2732 1.8493
internal_count=2900 528 157 371 113 51 258 62 45 243 208 2372 316 149 78 167 102 71 52 65 151 131 54 46 2056 2035 2031 2008 1984 120
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 2 2 2 0 2 1 1 1 0 0 0 2 0 0 2 2 1 2 0 1 2 1 2 1
split_gain=0.00814895 0.0637108 0.0585022 0.161744 0.119975 0.0496145 0.04604 0.0462198 0.0333024 0.0407086 0.0612806 0.0326869 0.170992 0.0517011 0.138317 0.0427151 0.0206388 0.019652 0.0457339 0.0455045 0.133742 0.04485 0.0340555 0.033418 0.0407411 0.0322361 0.0533495 0.0254155 0.123023 0.0473501
threshold=48.852845034800005 48.919835655300012 0.42646926740000007 48.988717865950008 0.36106703390000006 48.461603274950008 47.833738492450003 45.673096293200011 52.932444045400004 0.61802041855000012 50.448116877400004 0.43967246490000006 0.41808628485000005 0.37482410710000008 0.48607826115000008 0.6018382683000002 0.61532588845000014 45.027406014450008 0.41155953415000007 0.43563066975000003 39.56957118270001 44.527357125550004 0.41640968835000008 44.086690780350004 0.47976108500000009 0.31148768000000004 44.921040431000009 0.34392682850000006 38.938637541200009 0.34427112960000006
decision_type=2 2 2 2 2 2 2 2 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 7 17 9 -6 -11 12 13 -9 -15 -13 -10 18 25 20 -20 23 -19 27 -25 26 -1 28 -21 -29
right_child=1 2 3 4 8 -7 -8 11 16 10 -12 15 -14 14 -16 -17 -18 22 19 21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.10066505319037695 0.039231509224648686 -0.015935104356514896 0.070315927553665586 -0.11706728568783559 0.026417007082754081 -0.024457457442296302 0.024234583184834953 -0.10533799350357481 -0.10608364935742901 -0.1030379254946473 0.055644038813214849 -0.079250177713296358 0.093335959986851638 0.10216002745883 -0.10102835868084332 -0.012366044588445584 0.0044339406523378816 -0.0051399902140283286 0.012867521242502455 -0.0170786420089474 -0.081390524171176967 -0.02783034823491138 0.044449923165363822 0.033841511092665644 -0.0043785302608534476 0.073368334305444469 0.10078838229781628 -0.031974045515644339 0.03514694039882816 -0.00012197401846247788
leaf_weight=0.031783923408702175 0.46179605205543284 1.2658140062958412 0.36034955899231114 0.094359978689539048 0.42703944198903798 0.83343702665297215 0.78076017979037615 0.10414670831505546 0.041147820844606997 0.064772794936743594 0.038984767275906052 0.18856315256562084 0.12132236215984449 0.05978083610534668 0.076215687445255753 0.19343903442586452 0.028671497066170559 0.28639404509885835 0.35345847944910147 0.82101450815025501 0.26219864509121038 0.57152299073115287 0.26814323895087 0.64452774229721288 0.49164746933593051 0.1412954147565415 0.022417215630412102 0.47061262093484302 1.0009337409237558 56.262279869252531
leaf_count=106 11 22 9 7 103 22 33 34 48 33 25 11 4 1 49 33 6 29 49 32 40 47 15 14 31 35 1 12 50 1988
internal_value=1.22963e-05 0.00530959 -0.00143925 0.0159479 -0.0122423 -0.000218099 0.000101793 -0.000200298 0.00422622 0.0127663 -0.0434164 -0.0249847 -0.00342937 -0.052316 -0.0117116 -0.0453813 -0.0606993 9.86957e-05 -7.14619e-05 -0.000226533 -0.0272755 4.9806e-05 0.0188389 0.00031675 0.0173029 0.0482181 -0.0173453 -1.28423e-05 0.0116128 -0.000386194
internal_weight=66.7688 2.78294 2.32114 1.05533 0.694976 63.9859 63.1525 62.3717 0.600616 0.530797 0.103758 0.743468 0.361466 0.240143 0.135997 0.382002 0.0698193 61.6282 61.0737 60.8782 0.615657 60.2625 0.554537 59.691 1.13618 0.195497 0.0542011 58.5548 1.82195 56.7329
internal_count=2900 264 253 231 222 2636 2614 2581 215 161 58 132 88 84 50 44 54 2449 2405 2263 89 2174 44 2127 45 142 107 2082 82 2000
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 2 2 2 1 0 2 1 2 2 1 1 0 1 2 2 0 2 1 2 2 1 1 0 1 2
split_gain=0.00932445 0.0402101 0.0338927 0.0440823 0.036325 0.0441599 0.0121769 0.0375938 0.0656399 0.41817 0.134996 0.107753 0.02428 0.0484057 0.135109 0.097325 0.0654209 0.0405482 0.0318327 0.0476053 0.212237 0.063644 0.0220447 0.0208436 0.0457865 0.0146628 0.0938163 0.126354 0.087659 0.121201
threshold=0.62406814170000013 0.47777012665000013 0.48250052395000009 45.027406014450008 46.177190236600005 48.315732392000008 48.680511450650009 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 45.154229826150008 47.001379125850008 0.41640968835000008 0.36501901140000009 0.50749977545000013 0.39135055835000004 44.758188263300006 44.269496632500008 0.47943175355000006 44.086690780350004 0.48627286610000009 50.448116877400004 51.779769178100004 0.44705248345000009 0.45206730335000006 0.56055207925000017 0.45772581660000006 39.091773401050006
decision_type=2 2 2 2 2 2 2 2 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 12 -8 -9 -10 -11 -12 18 14 -14 -15 -17 -18 19 21 -21 25 23 -13 -25 -1 -27 -28 29 -29
right_child=1 2 3 4 5 -7 7 8 9 10 11 22 13 15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00045362756918189792 -0.10313192014719891 0.084158079676212971 -0.10108541626464336 0.038478705493975515 -0.10182939009449204 -0.0027855242881665906 0.022087398074206736 0.018467238844077107 -0.11841597752956845 0.066311518999820782 -0.11523660111904376 0.032371720690692551 -0.10427390064476881 -0.03126690324095787 -0.0053723604157909569 0.078961096597255115 -0.035612635256555565 0.032859372610485812 0.024116455950314263 0.023113175575040751 -0.083762957916852662 0.032127757163595977 -0.032530315348632349 0.021987601307023097 -0.10511884415623546 0.034755691325733681 -0.10711787938996904 0.01786169053599931 0.020913965174428801 -0.05601814293257993
leaf_weight=56.297977898371911 0.045343926559902825 0.03945655285497196 0.050016073193082544 0.14626583110475622 0.056700541284044448 0.21845974458165074 1.0113187851384275 0.96470483305165577 0.30373552801574966 0.34473984490614384 0.086667053235714775 0.26935785346847751 0.18948536871175647 0.47277705399028469 0.50960734358523041 0.18548171612201259 0.14250689529217198 0.22000411265071307 0.54879553191062669 0.41181665447257287 0.33855802930699497 0.6193261982963908 0.12002474489872839 0.095683708118485811 0.040266574329194782 0.85075722765421247 0.1138612453639215 0.41423119639792094 1.0463434715673119 0.47862125243227638
leaf_count=1736 23 4 198 7 30 65 17 13 9 9 7 39 73 15 22 7 17 29 31 21 32 31 40 17 61 32 12 27 247 29
internal_value=1.0464e-05 -0.0128827 -0.00487277 -0.0123241 -0.00178961 -0.0231949 0.000119 0.0061007 -0.00116507 -0.0161907 0.0162628 -0.0119297 -0.000189079 -0.011907 -0.0321791 0.00197666 0.0306573 0.00594231 0.000140652 -7.65759e-05 -0.0251078 0.000237406 0.00511336 0.0162609 -0.0156596 -9.62074e-05 0.00683331 -0.00473732 0.00127403 -0.0217422
internal_weight=66.6329 0.556243 0.510899 0.471442 0.421426 0.27516 66.0767 3.2365 2.22518 1.26048 0.95674 0.612 62.8402 1.71986 0.699093 1.02077 0.547993 0.362511 61.1203 60.5715 0.750375 59.8211 0.525333 0.405308 0.13595 59.2018 2.90381 2.05306 1.9392 0.892852
internal_count=2900 327 304 300 102 95 2573 212 195 182 173 164 2361 163 95 68 53 46 2198 2167 53 2114 157 117 78 2083 347 315 303 56
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 2 0 0 1 0 2 2 0 2 0 0 2 1 1 2 1 2 0 2 0 1 1 0
split_gain=0.0109942 0.0801071 0.0243443 0.0364393 0.0389212 0.0149943 0.105755 0.0260137 0.0412978 0.0413539 0.0236095 0.0868628 0.05989 0.0279961 0.0333417 0.0764015 0.0716325 0.101 0.0305234 0.0214321 0.019566 0.018029 0.074426 0.0388192 0.186575 0.0572105 0.0206955 0.0849367 0.151877 0.107235
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 49.110028829250005 49.49736495185001 52.932444045400004 0.5810754169000002 0.61532588845000014 0.31123319660000009 0.39672464895000009 48.852845034800005 45.673096293200011 0.54191491270000014 47.480720532750006 0.53225951315000009 0.47727612945000003 48.008184682100008 0.39685937550000011 0.49994012155000006 44.758188263300006 0.41640968835000008 44.269496632500008 0.47943175355000006 44.086690780350004 0.57600071855000012 0.45772581660000006 0.45877368940000007 0.58388970390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 -7 8 19 -10 -2 -12 13 21 16 -16 17 -15 -19 -8 -9 23 -23 25 -25 26 -13 -28 -29 -30
right_child=5 -3 -4 -5 -6 6 7 20 9 -11 11 12 -14 14 15 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.031925926590309218 0.014920909281079696 0.060979527921076748 -0.10597711928868431 -0.10444081981595077 0.10125226798167082 -0.07802593314289677 0.01068873614047175 -0.10490359472277498 -0.10214075811520498 0.0070280925094550716 -0.041400936417358702 8.7566712637535986e-05 0.024907858512897927 -0.11092085804586103 -0.033994907322160761 0.025456199672039628 -0.10406473148980191 -0.016018307705668131 0.046071892316841723 0.058160818008610393 0.0068553260043126051 -0.0093478423841685965 0.050974445459947351 0.022605488617923632 -0.078834630369534808 0.030731557372286989 -0.066830202824782067 0.093527958391073085 -0.10635387184139854 0.0040225334944336529
leaf_weight=0.058047883451165627 1.0541014376640294 0.19361665892688507 0.036638222634792328 0.03256273124134168 0.035282135009765625 0.19366900355442496 0.21723091042130704 0.034310404226623348 0.052157219110085862 0.10366596395033412 0.50686153477431517 58.347384171633379 0.96314047370105882 0.085887978495974293 0.40474468874617742 0.46394215909822378 0.11460400899522938 0.18101761282196094 0.1407265369198285 0.16915739045788314 0.028826859705532115 0.51704677596717274 0.33840270443943155 0.40345900306419835 0.32930410257554854 0.60652994706833752 0.23452444147882534 0.14455631855923912 0.11762694382230787 0.34970208109884737
leaf_count=100 15 20 3 3 1 29 27 43 30 51 28 1692 29 22 40 41 15 49 8 34 11 35 22 12 34 28 62 6 41 369
internal_value=4.13267e-06 0.0175268 -0.0342367 -0.0133583 0.0184203 -9.02759e-05 -0.0137061 0.00687172 0.0139456 -0.029513 7.63197e-05 -0.000167226 0.000160651 -0.000219012 -0.0142482 -0.00224368 -0.0342164 -0.0145789 0.0111391 0.0314716 -0.0538773 9.8857e-05 0.0145147 -0.000104867 -0.0229818 0.000175455 -0.000137639 -0.0156622 0.00394954 -0.0237593
internal_weight=66.4587 0.356148 0.162531 0.125893 0.09333 66.1026 0.799018 0.605349 0.542211 0.155823 65.3036 64.2495 63.7426 62.7795 1.39092 0.868687 0.522236 0.407632 0.321744 0.386388 0.0631373 61.3885 0.855449 60.5331 0.732763 59.8003 59.1938 0.84641 0.611885 0.467329
internal_count=2900 127 107 104 101 2773 225 196 142 81 2548 2533 2505 2476 175 81 94 79 57 61 54 2301 57 2244 46 2198 2170 478 416 410
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 2 0 0 1 1 1 0 1 1 1 0 0 0 1 1 1 1 1 1 2 1 0 2 2
split_gain=0.00878896 0.0368967 0.035905 0.0152641 0.0704183 0.0350049 0.0388968 0.0245795 0.0111066 0.0745241 0.138592 0.0663386 0.149375 0.0652288 0.101739 0.0420723 0.0214267 0.0397226 0.0164833 0.118066 0.0711295 0.0509541 0.0572184 0.0200438 0.0463594 0.112138 0.100317 0.0505698 0.132845 0.204598
threshold=0.62406814170000013 0.47777012665000013 0.59210802070000013 0.49091344570000006 0.49703601690000004 0.49901200560000009 48.315732392000008 0.63075955810000017 0.59336546810000013 0.43808568605000003 0.45664800455000004 0.45877368940000007 0.59665878265000016 0.45976168375000009 0.47106374065000006 0.47383311875000006 0.61532588845000014 0.59879943715000017 0.57995269605000022 0.44922307715000004 0.46128858420000007 0.47536001915000009 0.48544953745000008 0.46208197360000008 0.45206730335000006 39.091773401050006 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 7 -7 18 -10 -11 -12 -13 -14 -15 -16 17 -17 23 -20 -21 -22 -23 24 26 -26 27 -1 -29 -30
right_child=1 2 -4 4 5 6 -8 -9 9 10 11 12 13 14 15 16 -18 -19 19 20 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00042596397106273566 -0.1029127754957387 0.044981250845136149 -0.10450332190085797 -0.10246358677641534 0.07100855287927188 0.025560695036872638 0.020443179250049862 -0.1019785256385998 0.10188990347583292 -0.10567996714227308 0.09591504410987603 -0.11312285822644907 0.10049602756957284 -0.10633903805482788 0.091144789575025253 0.064080242044479971 0.028908816232894641 -0.10143342628962689 -0.10799640089715241 0.030529739845954629 -0.10608792902826847 0.047716232105253435 -0.060399322439957839 0.017856688597097319 0.016186591574119266 -0.0542179211285038 0.035033862475845362 -0.066564615098447924 0.034375063748860062 -0.027702027881594721
leaf_weight=59.158067905893482 0.041840977228218779 0.070555440078251763 0.033867770427643329 0.062915195329992457 0.07904667011462152 0.021075562902296952 0.17453328067313123 0.053390525404086731 0.0823270674182498 0.10372441978408631 0.095172794189693377 0.089091807510841114 0.098403030657209456 0.063487828782882616 0.087955127499299124 0.022981741851936022 0.15805080492287971 0.039288920395772919 0.11506154378774125 0.37041089936067806 0.076336964641055882 0.0919734611234162 0.10464632558562581 0.63160045565557865 0.41264991865193579 0.50077604359626093 0.81969806580320081 0.40287106925853011 0.85377956542015487 1.4040686171850039
leaf_count=1860 23 13 79 13 3 14 33 149 7 18 5 19 2 14 6 6 34 89 21 26 33 8 34 56 27 37 39 97 25 110
internal_value=8.45478e-07 -0.0127378 -0.00512151 0.00217149 -0.00555424 0.0130318 -0.00537337 -0.0658821 0.000104878 0.0115266 0.00171422 0.0187357 0.00560158 0.0280986 0.00893562 0.0326758 0.00933421 -0.0403486 -4.29428e-05 -0.0146989 0.0019867 -0.0367471 -0.00982577 0.00013024 -4.59313e-05 -0.0224119 0.000280221 -0.000180602 -0.0136669 -0.00422828
internal_weight=66.3196 0.537225 0.495384 0.461517 0.390961 0.328046 0.248999 0.0744661 65.7824 0.840484 0.758156 0.654432 0.559259 0.470167 0.371764 0.308277 0.220321 0.0622707 64.9419 0.758429 0.643368 0.272957 0.19662 64.1835 63.5519 0.913426 62.6385 61.8188 2.66072 2.25785
internal_count=2900 327 304 225 212 199 196 163 2573 200 193 175 170 151 149 135 129 95 2373 122 101 75 42 2251 2195 64 2131 2092 232 135
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 2 1 0 0 0 0 2 1 0 0 1 1 2 1 1 1 0 0 2 0 1 0 0 0
split_gain=0.00814558 0.0718895 0.297284 0.260455 0.0693981 0.216386 0.338264 0.259631 0.0828382 0.473388 0.27859 0.067764 0.426112 0.0871867 0.0987268 0.0668438 0.0629267 0.0623162 0.262401 0.138757 0.11253 0.109758 0.07883 0.169212 0.295275 0.136702 0.123956 0.104582 0.0545589 0.0534359
threshold=0.34545372890000009 0.34569324270000007 0.48271009850000007 0.47830903265000008 0.34515433670000012 41.061442884200012 41.322103772800006 0.34524415440000006 0.48607826115000008 0.48368312325000012 0.48181192180000004 0.47760546090000006 41.289992964000007 0.34503457980000002 0.47727612945000003 0.47694679800000012 0.34587287805000005 0.34632196640000007 41.872669623500009 0.3465914194000001 0.34744468730000005 0.34829795515000012 0.48015029490000011 0.49588335680000006 40.712530798250008 0.47778509625000004 0.34988473400000003 0.4622167001000001 0.48119816770000007 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=4 2 3 -2 8 -6 -7 -8 9 10 11 13 -13 14 15 -1 28 18 -18 -19 -21 -22 25 24 -24 27 -25 -23 -3 -9
right_child=1 16 -4 -5 5 6 7 29 -10 -11 -12 12 -14 -15 -16 -17 17 19 -20 20 21 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0028204242365552313 0.017305890200552256 0.028188290795314687 0.03475725806133529 -0.057753898947170271 -0.019249286320997466 0.076526541380991409 -0.032160328351803893 0.049169286450600681 0.025745822600136678 -0.090536410329892583 0.053810863740098629 0.0078386656001270729 -0.064435046220655476 -0.032158684075705421 0.037448301178682704 -0.036663158899252514 -0.048363039600781484 0.041639319761258467 0.011429318104274949 -0.027363755108336624 0.033698326287112099 -0.067323877745522703 0.01232303875418083 0.052945079284740994 -0.073382379025428518 0.077158287077824794 -0.00037052892772694471 0.022979778493557226 0.0024602122439845303 0.013543670068532519
leaf_weight=6.9400382522280069 0.66278411155349193 1.4365256017717905 0.84550361544825126 1.5282674511108778 1.5907766642082872 0.94324741966920589 1.0427954300430431 0.84094701187889576 1.0209561834490148 0.60180977871641594 0.90153386443853456 2.5883180499949954 1.1911870339094432 0.72673082838287051 0.79585307149682183 0.45700844714883704 1.3038893481716507 0.795307727297767 1.6791816438890235 1.5039225413638622 0.97257359318245917 0.17012659997080593 0.76291732079357888 0.44252667389810341 0.84969235737236204 0.35413153399713337 29.904230930914274 0.52096449141706103 1.9337763879448173 0.84315888187848032
leaf_count=389 32 27 10 35 31 14 26 29 11 6 14 39 32 15 9 13 15 14 37 22 12 60 28 5 32 9 1870 24 20 20
internal_value=-2.32962e-06 -0.000745532 -0.0156118 -0.0350486 0.00165451 0.0115557 0.0249077 0.00705254 -0.00176715 -0.00374494 9.54513e-05 -0.0037179 -0.0149398 0.00103716 0.00398172 0.000381028 0.000313402 -0.0008123 -0.0147057 0.000330179 -0.000595765 0.00058906 -0.000386598 -0.00127042 -0.0328356 0.0266376 0.000406937 0.000749635 0.0134263 0.0313331
internal_weight=66.1507 45.6663 3.03656 2.19105 20.4844 5.26093 3.67015 2.7269 15.2234 14.2025 13.6007 12.6991 3.77951 8.91963 8.1929 7.39705 42.6298 39.2595 2.98307 36.2764 35.4811 33.9772 33.0046 31.9594 1.61261 1.04522 30.3468 0.691091 3.3703 1.68411
internal_count=2900 2252 77 67 648 120 89 75 528 517 511 497 71 426 411 402 2175 2128 52 2076 2062 2040 2028 1935 60 93 1875 84 47 49
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 0 0 0 0 1 2 2 1 2 1 0 0 1 1 1 1 0 0 2 0 2 2 1
split_gain=0.00816336 0.575513 0.176857 0.0817319 0.375037 0.104369 0.0880711 0.0913465 0.106382 0.146168 0.0899627 0.211207 0.288948 0.0765983 0.237326 0.192106 0.178435 0.138808 0.346502 0.16195 0.0762306 0.0632824 0.0714597 0.0627416 0.0466002 0.0441816 0.16388 0.240461 0.108434 0.137596
threshold=0.49678153350000009 0.34829795515000012 0.49588335680000006 0.49850303880000008 0.35165114815000004 0.35675578575000005 0.36501901140000009 0.50041914915000019 0.50579323975000012 0.50749977545000013 0.5096104907000002 0.37852160115000005 37.858673296900008 37.511241581900002 0.38042274180000007 37.360990606650006 0.38185982460000006 0.51484985480000012 0.52161611930000007 0.38906020780000011 0.39078171310000004 0.39410496695000002 0.39772761295000009 0.52215502530000013 0.50356276755000018 42.448133449100006 0.53136133645000017 43.968221017800005 41.840895355800008 0.39513787010000007
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 24 -10 -11 12 -12 15 -15 16 -13 -16 -19 -20 -18 -22 -23 -21 -9 28 27 -27 29 -25
right_child=1 3 -4 4 5 6 7 8 9 10 11 13 -14 14 17 -17 20 18 19 23 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-1.3747647076269752e-05 -0.13973162804290892 0.029505139210898451 0.048570682909115842 -0.13849456450977754 0.051133073286259524 -0.029923002880888241 -0.043520487695104686 0.011696269348825214 -0.064026125107583973 0.0488031415366409 0.034039057692442684 -0.11196552769255877 -0.10980499943654587 0.060815313919415297 0.057466238032028008 -0.11577483909902726 0.028757328714335173 -0.051371679829851136 0.047613247960284065 -0.036382316706838023 -0.10867163418009518 0.043320320591627243 -0.041092875821674008 0.018418989216506424 0.041609059344211739 -0.11427286398222805 -0.00027368833607302912 0.033498543112428968 0.033168954965084943 -0.00508721756300177
leaf_weight=34.988874668623616 0.29696426615555793 0.92051759671039945 0.76564869051799078 0.1963575979461919 0.39643647501361812 0.9842825770610969 0.46292532327834379 1.5732088633935775 0.35877349541988479 0.37605940411595185 0.21680327687500067 0.14445313252508896 0.39240660162795393 0.67682448582218313 0.42146896341592111 0.18689624027341256 0.64254112448543288 1.2575577169848084 0.77410441591337331 0.43996618436561874 0.074059416737100037 0.16346786361100385 0.25946630623471378 3.5596991179918431 0.77853367754960334 0.30930827271777062 4.5938635367900815 0.17099724858405807 1.2300344335611715 8.2887987699007848
leaf_count=1019 5 19 11 5 20 25 14 37 6 22 7 4 52 14 15 9 27 31 25 6 12 19 278 54 29 34 463 58 95 485
internal_value=4.66082e-06 -0.00120742 0.00102664 0.000170701 -0.000762708 0.000178536 -0.000534334 0.000523231 0.00128149 -0.000665774 0.00027439 -0.000492317 -0.0586143 0.00103434 0.00252975 -0.0210505 -0.00726245 0.000655306 -0.000505655 0.00279727 0.00601024 -0.0233985 -0.00846642 0.000931358 0.0215988 0.00183573 -0.00608468 -0.0616636 0.00490866 0.00197486
internal_weight=65.9013 30.1468 35.7545 29.8498 28.9293 28.7329 28.3365 27.3522 26.8893 24.5376 24.1788 23.8027 0.60921 23.1935 21.7226 1.47088 1.28399 21.0458 20.6243 19.3668 1.13953 0.496994 0.422934 18.5927 2.35174 18.1527 5.07417 0.480306 13.0785 11.8485
internal_count=2900 1870 1030 1865 1846 1841 1821 1796 1782 1716 1710 1688 59 1629 1280 349 340 1266 1251 1220 336 309 297 1195 66 1189 555 92 634 539
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 1 1 1 2 2 2 1 0 1 1 1 2 0 0 2 0 1 0 0 1 1 1 1 2
split_gain=0.00804511 0.10234 0.0776543 0.0844437 0.0462286 0.0412888 0.129637 0.170844 0.273258 0.199623 0.18922 0.238279 0.149431 0.128761 0.241023 0.140758 0.0774786 0.146372 0.136204 0.127445 0.0944884 0.0647026 0.0629348 0.0920677 0.0719232 0.0441196 0.111818 0.0983903 0.0824502 0.168597
threshold=42.852084787850011 42.898324343550009 42.718072821900002 0.34587287805000005 43.022303514600004 0.34560342505000002 0.34581299960000006 0.34587287805000005 0.34632196640000007 43.124157941850008 43.147345722250009 43.19689381845 0.35675578575000005 0.47997065955000012 0.34494476210000008 0.34479506600000004 0.36000419150000007 43.933728833200007 0.53592706805000012 0.54191491270000014 44.086690780350004 0.51484985480000012 0.36195024100000012 0.47727612945000003 0.47739588635000008 0.43590012275000006 0.43706775245000007 0.4211999641000001 0.41367024935000007 47.001379125850008
decision_type=2 2 2 2 2 2 2 2 2 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 13 -7 -8 -9 -10 -11 -12 -13 14 15 -6 -14 18 21 -20 -19 -18 -22 -24 -25 27 -27 28 29 -26
right_child=1 4 3 -5 5 6 7 8 9 10 11 12 16 -15 -16 -17 17 20 19 -21 22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00010217864243220038 0.041620231676434062 -0.028804499258330896 -0.061723107163031123 0.0037766652134493535 0.0011061608541563519 -0.040569776156599041 0.09158456945459259 -0.10795412785385419 -0.060726952642579213 0.105392688769055 -0.1058631536031449 0.044812462974473131 -0.045411492408833867 0.037579282975267636 -0.069263697396304724 0.061843669087835132 0.028097519927843508 -0.074917255850190267 -0.043615021551858882 0.03733611871863321 0.067158614750215812 0.085831774779856262 -0.10862390270458747 0.10228343717123266 -0.089395810618119187 0.092640436058376935 -0.0024929453650091799 -0.1048977685466362 0.048583490789318506 0.002655209102634927
leaf_weight=50.242757770867151 0.62620163279074859 0.52532420694646376 0.42867943605863601 0.36392474947001574 3.0481803364727575 0.82352831137131755 0.20357566978782404 0.23253951060814859 0.47028260170486635 0.18873779572732008 0.19218987792737596 0.90247674929560151 0.3396282503963447 1.173810315475748 0.44733276851560777 0.43615083023905743 0.36410888827231225 0.19683614632958812 0.36248323367908597 0.41961407018879981 0.12115961662493679 0.4157649667467922 0.085520848166197871 0.06304372847080264 0.27188230090905585 0.13486258897287928 1.4729676385394794 0.12152506838241794 0.19758013819091491 0.74197387222955058
leaf_count=1899 22 44 24 20 150 16 4 14 23 5 11 18 8 18 29 10 23 16 9 38 6 19 4 1 67 11 238 42 24 87
internal_value=-2.82444e-07 0.00207145 -0.000592114 -0.0316488 0.000296533 0.00143503 -0.00290818 0.00122789 -0.00129356 0.00221827 0.00670863 0.00380005 0.00719318 0.00851478 -0.000162521 0.00870897 0.000798221 0.00395642 0.0293049 -0.000182782 -0.00766364 0.0588767 -0.00354033 -0.00631303 -0.00340018 -0.00566579 0.00548671 -0.019118 -0.0105131 -0.0220298
internal_weight=65.6146 14.5793 51.0354 0.792604 13.9531 13.4278 8.32228 7.49875 7.29518 7.06264 6.59236 6.40362 6.21143 5.10547 3.93166 3.48433 5.30895 4.96932 1.56197 0.782097 3.40735 0.779874 3.21052 3.08936 3.00384 2.94079 1.60783 1.33296 1.21144 1.01386
internal_count=2900 957 1943 44 935 891 684 668 664 650 627 622 611 207 189 160 593 585 89 47 496 42 480 474 470 469 249 220 178 154
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 2 0 0 0 0 0 0 1 0 2 1 1 0 1 1 1 1 2 2 0 2 0 1 0
split_gain=0.00799665 0.0780441 0.0701767 0.0372678 0.0365368 0.0103159 0.0521076 0.00895071 0.175571 0.0718739 0.0835904 0.285871 0.158537 0.22996 0.0442708 0.0750828 0.15968 0.148865 0.207376 0.120732 0.102784 0.287097 0.19372 0.117096 0.114589 0.164503 0.207403 0.169638 0.110991 0.124681
threshold=34.542090938800008 33.96174662340001 0.38906020780000011 0.39458399450000009 0.43166372265000008 0.34427112960000006 32.483642351600004 0.48851830785000006 0.48661716715000009 0.49128768600000011 0.4942366995000001 0.49588335680000006 0.49678153350000009 0.34988473400000003 0.49850303880000008 35.97706729810001 0.36597706655000006 0.36501901140000009 0.50041914915000019 0.36998892250000009 0.37027334510000004 0.37138109635000011 0.37668033890000002 39.420767558750008 37.511241581900002 0.51929582950000019 37.272044000450002 0.52975958800000011 0.38042274180000007 0.51484985480000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 8 -2 -9 -11 -12 -13 -14 -15 16 -16 -17 -19 -20 -21 -22 23 -23 25 -24 27 -27 -26 -30
right_child=7 -3 3 4 -6 -7 -8 9 -10 10 11 12 13 14 15 17 -18 18 19 20 21 22 24 -25 28 26 -28 -29 29 -31
leaf_value=-0.10103261255423122 -0.0003163313996739363 0.072539990710466892 0.10133528869438538 -0.10188090425436147 0.060124991556802211 -0.058034920301015126 0.078875258217989228 -0.022807746408931337 0.04007415788724078 0.027611603271799241 -0.098326718441551816 0.045230169032632439 -0.073303077177503881 0.023661736773776219 0.10169764698270765 -0.033213166848560571 -0.031064279120578821 -0.074252762132770281 0.0272330037429835 -0.046612943213999843 0.10254956897501111 -0.0092414733008240723 -0.11414900848100476 -0.091469326152976135 0.038913439850622122 0.056753113980093452 -0.081172886455640691 -0.0625449905989761 0.043774215871780278 -0.00045570919853467887
leaf_weight=0.032177616329843617 30.727248705812823 0.15170835706729413 0.063718961551785469 0.024579338270065421 0.032103175188745725 0.16957602607146693 0.032218712515714287 1.4775576593819995 1.1152640522122954 1.041871633533449 0.30001255759572387 0.74817975098267453 0.43797275676843384 0.75124817666801647 0.20811888622120367 1.4078371119103383 0.16043028350938382 0.36930380277863406 1.6689525381480077 0.47533825458959 0.27173774456605571 0.32669533602893608 0.19553110768175119 0.36855444645698299 0.7980254706208133 0.41016395890892454 0.29314766981151763 0.1680215861222436 0.65782357625681953 20.464853998711451
leaf_count=37 867 36 2 17 118 38 4 21 22 21 10 11 7 17 7 44 64 10 40 10 9 10 5 38 25 26 18 80 35 1251
internal_value=-2.43252e-08 0.0125214 -0.0131727 0.0488617 -0.0101259 -0.0450953 -0.0110213 -9.77497e-05 0.00109832 -0.00125182 -0.000241468 -0.00119348 -0.000227967 -0.00138347 -0.000297147 -0.000934406 0.0439061 -0.00152724 0.000158127 0.00121106 -0.00056666 0.000347052 -0.000825625 -0.0528308 0.00074725 -0.0312562 -0.0126547 0.0220849 0.00230484 0.000921743
internal_weight=65.35 0.506082 0.354374 0.120401 0.0566825 0.233972 0.0643963 64.8439 31.8425 33.0014 31.5238 30.4819 30.1819 29.4338 28.9958 28.2445 0.368549 27.876 26.4681 26.0988 24.4299 23.9546 23.6828 0.69525 22.9876 1.06686 0.871333 0.578186 21.9207 21.1227
internal_count=2900 252 216 137 135 79 41 2648 889 1759 1738 1717 1707 1696 1689 1672 71 1601 1557 1547 1507 1497 1488 48 1440 129 124 106 1311 1286
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 1 1 0 1 1 1 0 1 1 1 0 2 1 2 1 0 0 1 1 1 2 2 0
split_gain=0.00785685 0.15883 0.1113 0.0962877 0.10833 0.172615 0.113689 0.0543302 0.0781881 0.048017 0.0688652 0.0459407 0.102968 0.154588 0.0932347 0.116215 0.105356 0.0970841 0.200529 0.146996 0.0775164 0.046425 0.0508883 0.120966 0.238704 0.0894678 0.0863409 0.066398 0.0858568 0.0590631
threshold=0.42019700010000005 0.42067602765000006 0.54017843775000018 0.54191491270000014 0.54317236010000014 0.54475913895000005 0.54585192060000021 0.42194844465000009 0.42552618185000007 0.52937037810000021 0.42194844465000009 0.40621538280000008 0.41753240920000007 0.53321756835000012 0.39971857130000005 0.4019490434500001 0.39584144190000009 0.53592706805000012 43.633733172900008 0.39904493880000008 39.788107623550012 0.39458399450000009 0.52366695610000014 0.52772372085000019 0.38991347565000006 0.39024280710000009 0.38906020780000011 40.496232821400007 47.833738492450003 0.51929582950000019
decision_type=2 2 2 2 2 2 2 2 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 9 -4 -5 -6 -7 -8 -9 10 -3 14 13 -13 16 -16 21 18 19 20 -18 22 25 24 -24 26 29 -25 -29 -1
right_child=1 2 3 4 5 6 7 8 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0002333549481531931 0.053295336113540086 0.10116467712701643 0.051397998816928761 -0.056951897438081961 0.06507435296800862 -0.055494575483775094 0.045171919467417339 -0.049869455042805717 0.0012395535124039847 -0.10461353859647159 -0.10101717248410134 0.016609224357685581 -0.0038486090126515628 -0.10343748035871743 0.07126624919682889 0.0039863801816591524 -0.0029348698436018473 -0.080429074242533108 0.064214258208304842 0.029557440248946156 -0.1076616379255918 0.02326478423969737 0.013150002793188759 0.028310387425574041 -0.10860621046402651 0.020632003688199649 -0.023180139894383976 -0.052209621929302175 0.020751352559516306 0.024160753344732257
leaf_weight=43.456259774082262 0.58160335960565035 0.032870966941117241 0.36509890775414433 0.33305473570362565 0.40268316680157923 0.37890188892197318 0.26443559199105937 0.31291347836213379 6.8938256089951286 0.14484245098265092 0.034558155337890639 0.17483928346181032 1.8597717745153088 0.27756441956798383 0.40821003557175461 0.69190707747020497 0.094400459509414558 0.29372083458292764 0.23536376432457473 0.17529314044372768 0.28123791436155443 0.85715342311323084 0.30386779211403236 0.53946550814725902 0.34252119836844486 2.0940653388018111 1.6198422004235897 0.35578417866418022 0.29502712481325943 1.0157351288526104
leaf_count=1227 11 1 11 9 10 10 11 19 949 20 64 35 56 56 22 34 27 21 13 7 40 23 18 16 53 35 20 28 19 35
internal_value=2.35913e-06 0.00262076 -0.00059564 0.00110158 -0.0010372 0.00121933 -0.00205622 0.000653914 -0.000979577 -0.0721626 -0.00245571 -0.000458447 -0.0142568 -0.0570433 0.000142838 0.0289513 -0.000467108 -0.0313739 -0.0130494 -0.0460572 -0.0813431 0.000188946 -0.000206466 -0.0165434 -0.0513686 0.000416238 -0.000502214 0.00236864 -0.0191348 0.000323804
internal_weight=65.1168 9.74479 9.16318 8.95091 8.58581 8.25276 7.85008 7.47117 7.20674 0.212272 0.0674291 55.372 2.31218 0.452404 53.0599 1.10012 51.9597 1.08002 0.786295 0.550932 0.375638 50.8797 50.0226 1.83667 0.646389 48.1859 46.0918 1.19028 0.650811 44.472
internal_count=2900 1115 1104 1019 1008 999 989 979 968 85 65 1785 147 91 1638 56 1582 108 87 74 67 1474 1451 134 71 1317 1282 63 47 1262
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 2 2 2 1 0 2 2 2 0 2 1 1 0 2 1 0 2 2 0 1 2 2 0 2
split_gain=0.00800255 0.0833788 0.0618616 0.0726322 0.0408411 0.0348882 0.0797312 0.0470295 0.0897864 0.17282 0.0870616 0.0488473 0.043417 0.0365727 0.49845 0.100357 0.0457822 0.635024 0.187567 0.190829 0.379028 0.140869 0.121106 0.171859 0.347724 0.330809 0.213158 0.17528 0.230867 0.109668
threshold=42.852084787850011 42.898324343550009 42.718072821900002 0.34587287805000005 43.022303514600004 42.654057868200006 42.564639561200003 42.487106141350004 42.297164883650005 0.34632196640000007 0.48851830785000006 42.233786329550007 42.406961525800007 42.049402686800001 0.48119816770000007 41.986601436450009 0.34548366815000003 0.34560342505000002 0.47976108500000009 40.982542372850013 0.35319301815000009 0.48607826115000008 41.872669623500009 41.322103772800006 0.49128768600000011 0.36501901140000009 41.289992964000007 41.621607100200002 0.54585192060000021 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 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 8 11 -10 -9 13 -11 15 -15 16 21 -18 19 20 -19 -1 23 26 -25 -26 29 28 -27 -20
right_child=1 4 3 -5 -6 -7 -8 10 9 12 -12 -13 -14 14 -16 -17 17 18 22 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0019101832552052081 0.037975793190856047 -0.02700829834534349 -0.056868824478693514 0.0043633564395286987 0.0015490019413038156 0.01718842436765235 -0.034490041151573669 0.044124165213163362 -0.061919394742923808 0.013941954018248187 -0.004552830412582913 0.028834750261195793 -0.020128176730196706 0.045448860364297759 -0.059696613906463393 0.037456254315036276 -0.097457269391726317 -0.1095374491988057 -9.9216122516459197e-05 0.082143504526644109 0.082743883968403334 0.042317012637517908 0.033260120960619831 -0.053036913020166554 0.104505087184387 0.07294613238327749 0.066729556682097929 -0.062894137474305806 -0.042496110811717225 -0.047830953355918887
leaf_weight=12.640799979544969 0.61929204725413356 0.52064449839187332 0.41887474598855234 0.36038687498580657 13.137939451554791 1.1333778428154335 0.68283290544377351 0.67055884734827376 0.68766840901943682 0.82830458866862933 0.81282041362101154 0.59364909479239614 0.6820066083846541 0.79919419437027173 1.0344135346879282 0.72447564355218119 0.6857017944566931 0.19416206075006393 20.764994303955884 0.54691137633926701 0.21719752044438856 0.92599615501239974 0.95923983202192076 1.8420214396901422 0.3078819871880113 0.36717827199754516 0.47211796695131525 0.42747303398533631 0.32796858278343421 0.49277734646602667
leaf_count=329 22 44 24 20 891 33 33 22 33 22 22 22 22 27 39 22 18 13 1012 19 36 12 32 18 7 23 6 40 25 12
internal_value=-3.14906e-06 0.00208764 -0.000593099 -0.0285506 0.000460441 -0.000155815 -0.000559558 -7.69289e-05 -0.000635831 -0.0203639 0.0174515 0.000342458 -0.00144299 -4.433e-05 -0.013868 0.000560661 -8.85592e-05 -0.00242624 -5.61701e-06 0.0434417 -0.00801306 0.00466813 -0.0016093 -0.0029471 -0.0243111 0.0126784 0.000270318 -0.0125053 0.0184808 -0.00120569
internal_weight=64.8789 14.2779 50.601 0.779262 13.6586 49.8217 48.6883 48.0055 46.5221 2.19798 1.48338 44.3242 1.51031 43.7305 1.83361 41.8969 41.1724 27.6056 26.9199 0.958271 0.41136 13.5668 25.9617 25.0024 3.27252 1.4305 21.7299 1.12262 0.695147 21.2578
internal_count=2900 957 1943 44 935 1899 1866 1833 1789 77 44 1712 44 1690 66 1624 1602 1261 1243 68 49 341 1175 1143 113 95 1030 88 48 1024
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 1 2 0 0 2 2 0 0 0 0 1 2 2 2 0 0 0 1 1 2 2 0 1 1 1
split_gain=0.00920401 0.0746847 0.286217 0.306646 0.140271 0.213056 0.664518 0.538952 0.4651 0.143354 0.18209 0.211825 0.169124 0.107017 0.0737372 0.136292 0.168213 0.308423 0.301122 0.104947 0.334803 0.0991646 0.089214 0.189025 0.108033 0.194184 0.211981 0.0851097 0.0732125 0.246578
threshold=0.34515433670000012 40.21994457600001 0.3447052483500001 0.47814436690000012 0.48368312325000012 0.34479506600000004 42.686561923500008 0.47778509625000004 0.48140774230000011 40.742467179200005 41.169697216150006 0.4755546241000001 0.47440196400000006 0.47612346935000005 0.48101853240000009 0.34518427590000006 40.421032462050007 39.468990633150007 41.726652433350004 0.48041974790000003 0.47997065955000012 0.47886290830000006 0.35759408400000009 0.34587287805000005 44.086690780350004 42.448133449100006 0.47739588635000008 0.34548366815000003 0.34542378970000004 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 13 5 8 7 -7 9 -3 -11 12 -12 -1 15 -2 17 27 21 20 22 -18 23 24 25 -20 -27 -17 -16 -30
right_child=14 4 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 28 16 18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0052996309778163371 0.050218474505539012 -0.049018072482218782 0.050472966638236819 -0.088847213373631995 -0.035997419875362591 -0.010516531795079324 0.043389713167811345 -0.10472175108987875 0.096165470130110828 0.070237294183451981 0.00099992330912680272 -0.044194850872321195 0.057148709627519903 0.049712385980662833 -0.023670490066908315 0.10255543740670299 0.019166124713260579 -0.071792992675168296 0.0086334780147657008 -0.041585059275163767 0.088249285845104775 0.0593951047272454 0.023902954368790922 -0.074247938497344693 0.038932993226632906 0.020328189989251181 -0.11361924980131209 0.0014976814337484198 0.10293626372188625 -0.0008913493175867793
leaf_weight=1.6897855973838036 0.73926171793573203 0.52984603957474785 1.1943625443414232 0.4034049930050968 1.3870585184340587 1.4474505940570459 1.0957280988222917 1.0462712400985763 0.55787514522671688 0.40195420759573597 3.3369466193869575 0.8799675181066674 0.63920029252767552 0.44720733165740956 1.3860830650664855 0.14637712522884505 1.2519022079086428 0.67474889811956018 1.0033284048113285 0.6699637984856962 0.39556951005943108 1.2001632880419491 0.63600641569541938 0.48213010550635704 0.44545605607709138 0.18183718798182713 0.33732526970788967 0.19350797031906719 0.23006308451294799 39.571089828883075
leaf_count=117 14 13 26 10 15 26 28 27 5 10 215 24 8 4 21 5 29 28 26 9 9 13 41 32 10 39 20 41 4 2031
internal_value=1.8144e-06 -0.00216337 0.0100992 -0.00888243 -0.00620829 -0.00204943 -0.0215203 -0.0500415 0.00896415 0.000559143 0.00555495 0.00020101 0.0100263 0.0062127 0.000659831 0.009224 0.005246 -0.0326627 0.0110705 -0.00534046 0.00163397 0.0388562 -0.00946825 -0.018131 -0.00438278 -0.0170563 -0.066704 0.0450199 -0.00107798 -0.000291193
internal_weight=64.6019 15.0571 3.73476 2.5404 11.3223 9.93524 3.58945 2.49372 6.34579 5.78791 5.25807 4.85611 3.97615 2.13699 49.5448 8.35758 7.61832 1.01463 6.60368 4.15162 3.48165 2.45207 3.08608 2.45008 1.96795 1.52249 0.519162 0.339885 41.1872 39.8012
internal_count=2900 528 157 131 371 356 81 53 275 270 257 247 223 121 2372 316 302 74 228 186 177 42 168 127 95 85 59 46 2056 2035
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 1 2 2 2 1 0 0 0 2 1 1 1 0 1 1 0 1 1 0 0 1 1 1 0
split_gain=0.0110766 0.252261 0.366493 0.127894 0.0609417 0.0611001 0.113438 0.140252 0.320885 0.222645 0.125601 0.109403 0.0850029 0.0816752 0.085571 0.160534 0.204619 0.0750779 0.0610872 0.0829279 0.344348 0.0553808 0.270655 0.0834326 0.120404 0.113446 0.0543183 0.156659 0.0381058 0.103644
threshold=0.34500464060000008 0.48368312325000012 0.48181192180000004 0.34503457980000002 0.34515433670000012 0.48101853240000009 0.34518427590000006 40.259171735100004 39.468990633150007 41.726652433350004 0.3459626957000001 0.47886290830000006 0.48041974790000003 0.47976108500000009 44.086690780350004 0.34545372890000009 0.34569324270000007 0.34632196640000007 0.48181192180000004 0.3453339720000001 0.34545372890000009 0.47943175355000006 0.34488488370000009 0.34458549145000011 0.47694679800000012 0.47739588635000008 0.34581299960000006 0.34608245260000009 0.34744468730000005 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 -2 -5 6 -6 8 10 11 -8 -9 13 14 15 -11 -17 -18 -7 -20 -21 22 23 25 -25 -1 -22 -28 -29 -30
right_child=3 -3 -4 4 5 18 7 9 -10 12 -12 -13 -14 -15 -16 16 17 -19 19 20 26 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00042881720016662412 0.038095981516961468 -0.04916577962812501 0.075334561602172986 -0.019698131663707694 0.046350244417487786 -0.017557596429364535 0.10208590456725522 0.01397136856638871 -0.085686613736359316 0.016929316458788698 -0.022104081532553662 0.055414831889653696 -0.037551877086530447 0.039466615419381949 0.021142136099881165 -0.11652015063789373 -0.042418715690542473 0.01566685711262256 0.02891944920377533 -0.10011539287286393 -0.016284894513645676 0.015462297672540128 -0.07955934271783692 0.0081636083455443927 -0.039160880177503875 0.042662767968671113 0.030213503009005851 -0.013060663192284747 0.047794613496609649 -0.00030895235637224392
leaf_weight=5.9514033469613992 0.89636109218508764 1.0669007426258748 0.63783654943108636 1.5248282802949962 0.72181924052711099 2.1059769831044823 0.16952889867792453 1.4128249907880674 0.48781848352564339 0.85065377645436635 0.15672107342255792 1.159909297712147 0.66784789506345976 0.48504380650410883 0.8821502094324386 0.26994000197998935 0.51545132195678889 0.39156336063025066 0.96225925860926409 0.34597986144944926 1.9194047623313952 1.4539903521795174 0.46888467854023552 0.95308549122346198 1.2332598947104996 0.68083826468580344 1.7441858239471901 2.2598998686298719 0.45439226581959502 31.385741658390231
leaf_count=355 7 13 11 39 14 30 6 35 22 40 40 13 9 15 30 26 29 37 11 7 24 18 24 24 22 15 16 34 8 1926
internal_value=7.34043e-06 -0.00267122 0.00168802 0.000651298 -8.44908e-06 0.000599938 0.00849887 0.00483123 -0.0343425 0.00963731 0.0424286 0.032656 -0.00493964 0.00147605 -0.00485681 -0.0161682 -0.0400896 -0.0173428 -0.000967514 -7.33067e-05 -0.000805368 -0.00268517 -0.00552623 -0.00158989 -0.0185309 0.00399479 0.000104483 0.00098211 -0.000513049 0.000377536
internal_weight=64.2165 12.4462 11.3793 51.7703 50.8739 49.3491 8.17127 7.44945 0.814068 6.63538 0.32625 2.57273 4.06265 3.3948 2.90976 2.02761 1.17695 0.907015 41.1778 39.0719 38.1096 10.7415 9.28747 8.81859 2.18635 6.63224 37.7636 35.8442 34.1 31.8401
internal_count=2900 482 469 2418 2411 2372 316 302 68 234 46 48 186 177 162 132 92 66 2056 2026 2015 458 440 416 46 370 2008 1984 1968 1934
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 1 0 0 2 1 1 2 0 1 2 1 0 1 2 1 0 2 2 0 2 0 0 0
split_gain=0.00896911 0.201857 0.314129 0.105875 0.0529073 0.179105 0.257406 0.362635 0.335073 0.264586 0.164951 0.151182 0.104794 0.0967458 0.210307 0.165198 0.0692889 0.176176 0.0669559 0.128038 0.0506168 0.0492967 0.0502969 0.110617 0.185751 0.31447 0.177573 0.285165 0.203484 0.163874
threshold=0.34500464060000008 0.48368312325000012 0.48181192180000004 0.34503457980000002 42.508878681700004 0.34479506600000004 40.922041107600009 0.34446573455000007 0.4755546241000001 0.47814436690000012 39.945535567850008 0.3447052483500001 0.34392682850000006 38.175120519550006 0.47440196400000006 0.34193587020000005 48.461603274950008 0.31123319660000009 0.43780126340000008 0.31728091975000011 35.818873074050011 0.34515433670000012 0.48101853240000009 42.178283198950005 43.279086095950007 0.47760546090000006 40.982542372850013 0.47997065955000012 0.47886290830000006 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 4 -2 5 6 9 8 18 10 13 12 16 14 15 20 17 -6 19 -8 -1 -5 23 26 25 -25 27 29 -28 -23
right_child=3 -3 -4 21 11 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.012828077368420749 0.034998632383005129 -0.043737124493579485 0.071593410546401837 -0.017699225472443021 -0.072461736262229931 -0.039689699216519117 0.064166135630752061 0.075566109365066594 -0.11507776596184105 -0.074302511816597694 -0.056615161400401862 0.041945203035927414 -0.046024392458915347 0.028914944113944997 -0.069822120926505235 0.096067133355203449 -0.0041048051362644368 0.064571305458256609 0.059797341607944338 -0.064901356353749634 -0.055713814805506058 -0.003595895346018313 -0.00086886337162753635 0.0053341944249176406 0.010452390678881741 -0.10824486230187264 0.0055776442829052414 -0.066880992482502885 0.05625514034279952 0.073962127103094716
leaf_weight=0.30796748244029826 0.87906531486487338 1.0787330693419779 0.60576179530471641 1.527204741298944 0.11932122502516485 1.4055216764310356 0.13861300923474551 0.90738700143992901 0.24142932239919901 0.62452782416949038 0.46115018654973017 0.9277478492585941 0.49792110873386253 1.1732042913590701 0.40256095235235989 0.20628495102501176 2.2316527910049615 0.43898710107123406 0.28325716543986346 0.17252768895923509 0.165716777986745 1.0071606393090187 41.152780320245029 0.57599087889241252 1.9172785002883754 0.42264212453164873 1.5646065365363031 0.56637095467885945 1.6051843604072926 0.37344715557992447
leaf_count=55 7 13 11 39 82 33 37 10 6 15 16 24 9 26 6 10 41 38 17 8 25 71 2056 53 65 46 44 14 16 7
internal_value=1.07595e-05 -0.00240523 0.00153641 0.000590984 -0.0024276 -0.00809329 0.000640771 0.0317916 -0.0157307 -0.0156106 -0.00211915 0.00629498 -0.00376451 0.00902172 -0.0125378 0.0213761 0.00377756 0.0352847 0.0246216 -0.00740186 -0.0111511 -5.4462e-06 0.000543944 0.007782 -0.00776301 -0.0427348 0.0166407 -0.00712907 0.0312408 0.0173831
internal_weight=63.982 12.3903 11.3115 51.5917 10.7058 6.49015 5.08463 1.74321 0.835827 3.34141 2.71688 4.21563 3.28788 2.25573 1.08253 0.679969 2.78996 0.558308 0.594398 0.311141 0.473684 50.7127 49.1855 8.03268 2.91591 0.998633 5.11677 1.94698 3.16979 1.38061
internal_count=2900 482 469 2418 458 264 231 78 68 153 138 194 170 122 96 90 161 120 62 45 80 2411 2372 316 164 99 152 92 60 78
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 0 0 0 2 2 0 2 2 0 1 0 2 0 2 2 0 2 1 1 1 2 1 0 2
split_gain=0.010669 0.162593 0.0702896 0.225707 0.357985 0.226752 0.344384 0.212372 0.169782 0.144034 0.235843 0.116463 0.0876863 0.175323 0.128546 0.190141 0.244415 0.110253 0.109542 0.343408 0.241679 0.138524 0.0848791 0.0730015 0.170141 0.0723842 0.0631944 0.0704527 0.231577 0.268918
threshold=40.79983011445001 40.878805547300004 0.54095685760000012 0.42829556000000008 0.54317236010000014 39.945535567850008 0.54511840960000013 0.54384599265000022 0.55671985870000007 40.337496327150006 40.532725462000009 0.55980359870000018 40.21994457600001 40.12915366295001 0.53839705400000015 0.39078171310000004 0.52772372085000019 38.318569170500005 0.50449088350000015 39.530201452500002 39.646013290900008 0.52215502530000013 37.797539186950011 0.45051046375000009 0.43808568605000003 0.34545372890000009 40.982542372850013 0.34521421515000011 0.47760546090000006 42.233786329550007
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -6 -5 -9 12 -11 -10 13 14 15 18 -17 -18 20 21 -1 22 -20 24 -13 -12 -3 28 -28 -30
right_child=1 26 3 7 5 -7 -8 8 11 10 25 23 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0017771475592139462 -0.047861975684335568 0.033872832614710774 -0.10634031449494658 0.10255619513880268 0.081135552701314145 -0.0670883892401236 -0.046136038067454255 -0.051385541887388086 0.066436342198341047 0.06405739437563579 -0.012192037263414049 0.025367178933135715 -0.022385982973877942 0.051748336970153436 0.044360345675296391 -0.11935723392944518 0.025104272253641587 -0.0506284964644979 -0.00038072725108150073 0.055661561501945934 -0.044817641084387953 0.01319552051480382 -0.042363504434891369 0.013752835333714162 -0.10822309353147073 0.023166613740257254 0.0036714672770665605 0.0020081344125650966 -0.046250211320789714 0.014435985542582436
leaf_weight=6.6190030572751741 0.72788964061191919 0.53839038905607495 0.52826373105926983 0.22040786017169045 0.45291953965397602 0.43838129856067098 0.40070594085812772 0.50934238038712498 0.34168890412547659 0.98910885817895122 1.142529505856601 0.20786021902301843 1.5354506829671652 0.69518178510770745 0.63911432753229824 0.29611605182935707 0.38781547766302538 0.38116447685752064 0.94839400704950072 1.378411387093365 1.338240114653672 2.7780835372468573 0.9783465113141574 1.2928038437271867 0.1761113316647851 1.1737534685016724 6.2244587598839498 26.806799845990838 2.4856083125778246 1.0339387326641825
leaf_count=262 24 24 15 5 13 15 42 39 17 32 19 32 23 15 20 58 33 21 33 23 37 31 21 339 33 22 283 1297 44 28
internal_value=1.38289e-05 -0.00105642 0.0015796 -0.00967498 -0.0369863 -0.00862952 0.0213922 0.00841461 0.000206091 0.0039957 0.0231809 0.0132248 0.000467831 0.00260233 0.000432367 -0.00142622 -0.042161 -0.0124346 0.00166388 0.011766 -0.00605911 -0.00109441 -0.0216984 0.0023815 -0.035905 0.00572561 -0.000137847 -0.000638821 -0.00792088 -0.0284224
internal_weight=63.6663 37.8171 25.8492 4.56849 1.82027 1.29201 0.853625 2.74821 2.52781 21.2807 3.30539 2.01846 17.9753 16.4399 15.7447 15.1056 1.0651 0.76898 14.0405 6.08324 7.95724 4.70482 1.92674 1.67678 0.383972 2.31628 37.0892 36.5508 9.74401 3.51955
internal_count=2900 1700 1200 550 85 70 55 465 460 650 73 421 577 554 539 519 112 54 407 108 299 85 54 404 65 41 1676 1652 355 72
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 0 0 0 0 2 0 2 0 0 0 2 1 1 0 1 2 0 1 1 1 0 1 1 2
split_gain=0.00988238 0.0616178 0.0749203 0.192209 0.0636087 0.21908 0.0544699 0.0499171 0.0303113 0.0442286 0.0628038 0.0437636 0.0387071 0.263877 0.129026 0.220074 0.0375062 0.146703 0.386402 0.274879 0.176596 0.271184 0.154309 0.265539 0.0817781 0.327841 0.0743697 0.193841 0.409581 0.308063
threshold=0.47727612945000003 0.34524415440000006 0.34500464060000008 0.47648274005000008 41.21013581150001 0.34581299960000006 0.47778509625000004 0.46594413340000007 0.47830903265000008 0.47905751325000007 40.259171735100004 0.47943175355000006 44.269496632500008 0.49967066855000003 0.51017933595000009 0.53136133645000017 42.654057868200006 0.34744468730000005 0.34581299960000006 0.50300889195000009 0.38398550940000004 43.061965423550006 0.55820185025000013 0.4019490434500001 0.34503457980000002 0.34515433670000012 0.48119816770000007 0.34744468730000005 0.34829795515000012 41.966555987550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 -8 10 -10 -11 16 -14 -15 -16 24 18 -18 -19 -21 -22 23 -23 -13 -26 -27 29 -29 -28
right_child=6 4 -4 -5 5 7 8 -9 9 11 -12 12 13 14 15 -17 17 19 -20 20 21 22 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0012504498699675247 0.013619320501550869 0.01084950323224319 0.02453701588208022 -0.059812944355446776 -0.12287693785852792 0.020057244158289644 -0.017832970654454314 -0.035795445022668015 0.043435803712232518 -0.025568303018875572 -0.0032748518166552973 0.014651148908343212 -0.11514519986259522 0.072580376929090237 -0.10744646717057869 0.00030615101714633888 -0.0052140142970367644 -0.053740226849180943 0.060870846851291321 0.042320333779101771 -0.096950513800718896 -0.026916319779007259 -0.047325913899875116 0.065559449160461858 -0.10099069436575897 0.015034666748435952 -0.005097287769964526 0.089378081134255272 -0.00027645274398738071 -0.055268976915113559
leaf_weight=6.4958837849000393 3.0041987324366337 0.37198496227865507 1.0933424980524789 0.55991274689813497 0.2274807759823716 0.31147391920522693 0.96055884996758223 0.32906969018858945 0.56093615433201083 0.67890621192054723 0.59122750813878611 3.2243236578069618 0.22536187795083096 0.21110864213505953 0.20734126659418484 2.2083762316783009 2.1914119637513063 0.93239760452706866 1.4839022369123993 1.0157466384116562 0.29773061749693841 0.56432327897346091 0.40051239610124856 0.69037150724761887 0.33136174094397475 2.6538606537942533 4.8166517909849089 0.52036779373884456 24.533421125574925 1.6407112260349093
leaf_count=376 41 53 28 24 45 35 37 19 12 13 38 36 28 17 103 312 35 26 21 28 53 27 61 29 11 53 61 4 1257 17
internal_value=1.326e-05 -0.0029809 0.000179173 -0.00359524 -0.0237484 -0.038575 0.000534393 -0.00863624 -0.00023728 0.000100887 0.0194664 -0.000356068 -5.7526e-07 -0.0112997 -0.00239058 -0.00894227 0.000710891 0.00713148 0.0214676 -0.006375 0.00850136 -0.0090883 0.00671593 0.0239667 -0.000578718 -0.00200223 -0.00104215 -0.00239614 0.00158567 -0.0178451
internal_weight=63.3343 9.38915 8.14914 7.0558 1.24001 0.868024 53.9451 0.640544 50.9409 49.9804 1.15216 48.8282 48.1493 2.85219 2.62683 2.41572 45.2971 7.5764 3.67531 3.90108 2.96868 1.95294 1.65521 1.25469 37.7207 34.4964 34.165 31.5112 25.0538 6.45736
internal_count=2900 580 428 400 152 99 2320 54 2279 2242 50 2192 2179 460 432 415 1719 280 56 224 198 170 117 56 1439 1403 1392 1339 1261 78
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 0 0 1 1 1 0 0 0 2 0 1 1 1 2 1 0 1 0 2 2 1 2 2
split_gain=0.0101031 0.0859504 0.0842033 0.234186 0.147528 0.0542504 0.0533166 0.128544 0.0846865 0.0483551 0.0453861 0.0645276 0.0452628 0.0552851 0.0482445 0.0527287 0.336464 0.0434834 0.108901 0.0313249 0.135254 0.173765 0.0491819 0.176056 0.125363 0.044224 0.0841272 0.0428489 0.101332 0.23721
threshold=0.54279811980000015 0.54095685760000012 0.41917906650000009 0.40367054880000008 0.42067602765000006 0.53978922790000017 0.54317236010000014 0.54475913895000005 0.54585192060000021 0.39513787010000007 0.42194844465000009 0.42552618185000007 0.54749857790000023 0.55335169605000012 0.55980359870000018 41.840895355800008 0.55754318735000019 0.4323972336000001 0.43625939340000008 0.40850573335000007 39.945535567850008 0.42274183410000005 0.53484925600000011 0.39584144190000009 0.51700547890000015 44.086690780350004 38.115457128050004 0.39051226010000012 39.134693790050008 41.395309858300003
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 19 -6 -8 -9 -2 -10 -12 -13 -14 15 16 -15 -16 -19 22 -21 -22 23 27 -25 26 -26 -1 -29 -30
right_child=2 -3 4 -5 6 -7 7 8 10 -11 11 12 13 14 17 -17 -18 18 -20 20 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.00059043759279294068 -0.026943134059904318 -0.036944788952626137 0.03574393931753117 -0.10496404306392854 -0.043665616551005065 0.02962541152599045 0.059734086638726314 -0.047634409732186363 0.043010150713609252 0.04854638346232365 -0.045474134978758865 0.057702858875788965 -0.036342451985653348 -0.074958950780926348 0.036851745449495397 0.052629878544152936 0.088905480834429063 -0.0692619939207713 0.00037066158160311489 -0.11100541125912303 0.02990022622068746 -0.10392019224596633 0.020735294143351752 0.028185770820496767 0.0060154993724023361 -0.023614374528925251 -0.10421785660786897 -0.0067695135387260061 0.067595576306950497 -0.016578885619002275
leaf_weight=46.05700710355179 0.13776545972314203 0.64101136001090608 1.3558003551785294 0.26091329660727425 0.26832815981469949 0.60672112596512207 0.36382189307187118 0.37206938215240359 0.25152446911670256 0.22092978456930723 0.30164202807191021 0.14176603301893909 0.381915139951161 0.26250414948822243 0.29196995532316794 0.38004417649335664 0.23974806079422706 0.23539014202685837 4.8984500168336007 0.13593096384508285 0.43670727932931186 0.12475109071391444 1.101600968511774 0.17289625262424024 0.08485758970346069 0.16518729277595412 0.3759945744950528 1.390207650907086 0.78223500345484331 0.5852900592761614
leaf_count=1323 23 23 28 59 7 23 10 10 11 26 19 4 18 32 19 19 11 19 827 16 43 74 34 14 28 9 62 42 18 49
internal_value=1.10726e-05 -0.000550629 0.00286497 -0.0328804 0.00513775 -0.00010216 0.000191384 0.0016405 -0.00108422 0.0195528 0.00126108 -0.000210992 0.0017875 0.000602615 0.0028394 0.0245264 0.00326107 -0.000687145 -0.00282204 -0.000452976 -0.0215025 0.000166511 -0.000163523 -0.000627551 -0.0471909 -0.068008 -0.0839204 0.000134536 0.0122424 0.0315696
internal_weight=63.025 52.6604 10.3646 0.619609 9.74497 52.0194 8.38917 8.12085 7.75702 0.358695 7.38495 7.13343 6.83179 6.69002 6.30811 0.882296 0.502252 5.42581 5.13384 51.4127 0.697389 0.561458 50.7153 49.6137 0.798936 0.626039 0.460852 48.8147 2.75773 1.36753
internal_count=2900 1758 1142 108 1034 1735 1006 999 989 49 979 968 949 945 927 62 43 865 846 1712 133 117 1579 1545 113 99 90 1432 109 67
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 1 0 0 2 2 1 1 0 1 1 1 0 2 1 2 0 0 1 2 2 2 1 1 0 0
split_gain=0.0104389 0.145942 0.101429 0.0873916 0.143432 0.122174 0.239567 0.169073 0.0821377 0.0506587 0.044115 0.0874447 0.136433 0.0844423 0.10905 0.0742237 0.0922652 0.171449 0.13807 0.0767868 0.0652746 0.0387173 0.0578072 0.0346313 0.270951 0.114964 0.122585 0.124207 0.255357 0.141353
threshold=0.42019700010000005 0.42067602765000006 0.54017843775000018 38.938637541200009 0.56424957340000015 0.42440346100000009 0.54384599265000022 0.54585192060000021 38.512991772500008 37.272044000450002 0.40621538280000008 0.41753240920000007 0.53321756835000012 0.39971857130000005 0.4019490434500001 0.39584144190000009 0.53592706805000012 43.633733172900008 0.39904493880000008 39.039757512550004 0.54095685760000012 0.52937037810000021 0.42194844465000009 40.79983011445001 40.922041107600009 39.788107623550012 0.37982395740000008 0.34554354660000003 0.48851830785000006 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=10 -2 21 4 8 -5 -7 -8 -4 -6 13 12 -12 15 -15 23 17 18 19 -17 -13 22 -3 25 -25 -1 27 29 -29 -27
right_child=1 2 3 5 9 6 7 -9 -10 -11 11 20 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0021187388172504988 0.053324695260925994 0.10095535801262419 0.018706189245873448 -0.042965123815548879 0.0072700839296673571 0.07368052750544167 -0.076535507021334798 0.00042080418299320348 0.079090448703429031 -0.10226484288315354 0.014747513141264563 0.022139977841724806 -0.1031227434451745 0.070541512784875776 0.0036916034657758288 0.002563638596591106 -0.076410418585399986 0.064231161529096359 0.033615943013383741 -0.10660248811890601 -0.018542045489939315 -0.104027871766953 -0.10095099202512464 -0.074200582693040223 -0.00087482219727105142 -0.00027819003723336043 0.042846184140817402 0.019233963839256987 -0.053882745532482484 0.040688330999629985
leaf_weight=13.153984207983685 0.54459178220713234 0.02707524597644706 0.55282723778876064 0.67270286424900394 0.073274696917247972 0.43311903905123461 0.29934735968708981 6.165694645198883 0.38018162385560572 0.099636090377773101 0.16334605333651042 0.5950514351716264 0.24622287578842617 0.38420806720750877 0.66876282516318497 0.087147213800561785 0.2783166400186019 0.22313031340308953 0.16511155346324813 0.24721410945130629 1.1696470949332249 0.12745712844025547 0.029773580371266206 0.5128642415661514 28.958054739125274 1.7742747218376274 1.2096767698531037 1.0984335167686365 0.84518240561010305 1.6034190258942542
leaf_count=415 11 1 57 32 205 9 6 635 7 68 35 19 56 22 34 24 21 13 7 43 37 20 64 12 910 42 21 23 34 17
internal_value=6.7385e-06 0.00307854 -9.52246e-06 0.00154977 0.0278081 -0.00228593 0.00168107 -0.00314246 0.0433115 -0.055847 -0.00053448 -0.0144855 -0.0561132 5.78552e-05 0.0280838 -0.00053051 -0.0274889 -0.00864641 -0.0412031 -0.0781497 -0.00482418 -0.073418 -0.00478957 1.84219e-05 -0.00215087 0.00326612 0.0141117 0.00757959 -0.0125609 0.019169
internal_weight=62.7897 9.40568 8.86109 8.67678 1.10592 7.57086 6.89816 6.46504 0.933009 0.172911 53.384 2.17427 0.409569 51.2098 1.05297 50.1568 1.00092 0.722603 0.499473 0.334361 1.7647 0.184306 0.0568488 49.1559 29.4709 19.685 6.53099 5.32131 1.94362 3.37769
internal_count=2900 1115 1104 1019 337 682 650 641 64 273 1785 147 91 1638 56 1582 108 87 74 67 56 85 65 1474 922 552 137 116 57 59
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 0 1 0 2 0 1 2 1 1 0 1 2 1 2 2 0 2 2 2 2 2 1 0 0
split_gain=0.00909451 0.0720673 0.0465856 0.160747 0.0825358 0.137916 0.0987706 0.0936619 0.159123 0.0816448 0.0477656 0.0432727 0.177954 0.163177 0.134723 0.245569 0.0481906 0.107246 0.153038 0.0325298 0.115086 0.247863 0.107918 0.172381 0.112379 0.217964 0.0941444 0.0883012 0.287921 0.0830547
threshold=0.54317236010000014 0.54384599265000022 0.41917906650000009 38.052786106700005 38.386256906100009 38.938637541200009 0.55892039160000018 0.42067602765000006 0.54585192060000021 49.49736495185001 0.56369569775000017 0.41808628485000005 39.945535567850008 0.42067602765000006 0.42440346100000009 0.54017843775000018 0.40259273675000007 39.995120105550008 0.40850573335000007 40.79983011445001 41.134354310300004 0.48101853240000009 40.305698932850007 40.496232821400007 40.21994457600001 40.12915366295001 40.660558922250004 0.39078171310000004 0.52772372085000019 0.50449088350000015
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 -4 -7 -9 -5 -8 16 -13 -14 -15 -16 19 -18 -19 22 21 -21 24 -24 25 27 -25 29 -29 -1
right_child=1 2 4 9 5 7 10 8 -10 -11 -12 12 13 14 15 -17 17 18 -20 20 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0052652231587367497 0.045395790915549038 0.06731142521906229 -0.10485195968506751 -0.10380078626895056 0.052407731306659947 0.031588693344308118 0.040797538244910336 -0.069367678408935304 0.00078239120390128725 0.022462931178152533 -0.044413759775810552 -0.064493647174763344 0.053906277997991629 -0.091533586714263593 -0.10329078534956103 0.066695221206406072 0.070041456753539497 0.060592791493316124 -0.048533222223665323 0.0066335748083716757 -0.000934703391865064 -0.068050898940669041 0.055910378744293013 -0.0143142426641345 -0.029756564895436811 0.060687608576290367 0.024795281635428795 -0.11719182341564177 0.0021185004635547694 0.010300042814421345
leaf_weight=7.9354468967198901 0.38212253735400459 0.11442416992480886 0.15275331291547911 0.2124694799754252 0.56606282936954055 0.90191902028163884 0.12569048285536155 0.34014777652919281 6.5488565489534665 0.067475812771277788 0.13802269443379411 0.52206216441481856 0.43247707266709745 0.20873957505682483 0.12914449233401371 0.24854803434573114 0.3136401619361483 0.21809311410106602 0.312869758252873 0.98555572011446446 28.547191515281 0.80926335669937544 0.9207723506906399 1.2340316867089316 1.2237726021558035 0.6024936622707181 1.2279918635213105 0.27198056832787709 0.78906911519516143 6.0353122841697768
leaf_count=299 11 20 34 59 35 19 13 9 656 22 252 22 12 9 76 6 19 15 38 25 919 18 30 27 15 13 18 50 49 110
internal_value=5.20894e-06 0.0028457 0.00107218 -0.03255 0.00258351 0.00474872 -0.0408646 0.00128598 -0.0026813 -0.0733672 -0.00380051 -0.000506918 -0.0170189 0.00730593 -0.0270605 0.00857187 -1.21537e-05 0.0236775 -0.00370969 -0.00040771 -0.00247896 -0.0270408 0.00269718 0.0189976 -0.000573704 0.00171058 0.00519255 -0.000653293 -0.0284645 0.00145891
internal_weight=62.5184 9.54994 9.16782 0.394369 8.77345 8.35699 0.416466 7.79092 6.889 0.279945 0.263713 52.9685 1.54097 1.01891 0.586432 0.377693 51.4275 0.844603 0.530963 50.5829 30.342 1.79482 20.2409 3.3828 16.8581 15.6343 2.46202 15.0318 1.06105 13.9708
internal_count=2900 1130 1119 101 1018 719 299 684 665 81 265 1770 125 103 91 82 1645 72 53 1573 962 43 611 75 536 521 45 508 99 409
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 1 0 0 2 0 2 0 2 2 0 2 2 0 0 0 1 2 2 0 2 0 1 1 2
split_gain=0.0100322 0.197683 0.137415 0.160571 0.120689 0.109873 0.0667814 0.0612002 0.0875138 0.286285 0.237571 0.0420248 0.264779 0.136404 0.136804 0.0722042 0.071559 0.115595 0.102501 0.0861014 0.171004 0.0962989 0.0724437 0.134029 0.187637 0.101744 0.293862 0.0819714 0.22998 0.107688
threshold=0.35585760905000008 0.35759408400000009 0.35165114815000004 0.49678153350000009 0.35877668335000007 0.49128768600000011 0.36106703390000006 0.4901499955000001 0.48543456785000005 41.495754733000005 0.48368312325000012 39.468990633150007 0.47886290830000006 40.12915366295001 40.532725462000009 0.47886290830000006 40.922041107600009 41.028010303750008 0.48271009850000007 0.47997065955000012 0.47943175355000006 0.34545372890000009 41.348489042950007 41.872669623500009 0.47715637260000004 42.428475018400007 0.47470135625000004 0.34569324270000007 0.34542378970000004 43.812290675100009
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -6 8 10 -10 11 12 -1 15 -15 -13 -16 -18 19 20 22 -21 -19 24 -24 26 -25 28 29 -27
right_child=1 4 -4 -5 6 -7 -8 -9 9 -11 -12 13 -14 14 16 -17 17 18 -20 21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.00094543203815020778 -0.06566898917974226 0.045472411441163797 0.041155741630645573 -0.044385066858973796 -0.036696823393064036 0.026597000178041726 -0.00055088288203230975 -0.02846272514250513 0.042903508401918533 -0.012315830354493169 -0.048448147267803464 -0.0058948743216234688 0.093537459618968768 0.032852162714717872 -0.020372854997133098 -0.045681046026857144 0.049730381951844899 -0.026220177363707055 -0.031796462833911063 0.029395542791167489 -0.044225163194818118 0.0019562640183299652 -0.01263888562305035 0.036907142537163186 0.043970585043522054 -0.026248726691733365 -0.093932871783067112 -0.038877193109114389 0.077965499169380656 0.0074382644008393842
leaf_weight=1.9637162329847329 0.47027165941028926 0.5646169760387022 0.83835766126503486 0.78987392769340559 0.52089925619003707 1.6239662514999498 27.270945428850233 0.74230701546184619 1.8491808606777334 1.9072910337708888 1.0333637903677289 0.86052496306729398 0.34937427565455426 1.3033774917976213 1.6752078250419824 0.97065743629354984 0.47859552680165762 0.91920724926786057 0.96266544237732787 2.005465356547119 0.93939672397391483 3.5308979571564123 0.93450636476336368 0.29116298007954799 1.5678700539283452 1.3381745422006543 0.41822607472568052 0.4930987365357139 0.38637198841058751 3.2625697080059979
leaf_count=134 22 22 34 14 22 22 1904 9 22 20 18 26 12 24 30 17 7 26 13 34 23 38 31 31 21 121 26 36 23 118
internal_value=2.1528e-06 -0.00136492 0.00118079 0.000152683 -0.000298484 0.0012587 -0.00122836 -0.000104595 0.000610412 0.0148667 -0.00147464 0.000494468 0.0133255 -0.000834178 0.00150094 -0.0269844 -0.000626935 0.00126022 -0.00010037 0.00179637 -0.00350322 0.0118957 0.000476939 0.00330025 0.0228299 -0.00459534 -0.0402306 1.74936e-05 0.00386319 -0.00235995
internal_weight=62.2621 28.8267 33.4354 32.597 28.3565 31.8072 27.7918 30.1832 29.4409 3.75647 25.6844 24.6511 2.31309 22.338 20.5068 1.83118 19.2034 17.5282 17.0496 16.0869 10.5506 5.53636 9.61119 8.69198 2.50238 6.1896 0.709389 5.48021 4.98712 4.60074
internal_count=2900 1970 930 896 1948 882 1926 860 851 42 809 791 146 645 602 43 578 548 541 528 456 72 433 407 52 355 57 298 262 239
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 1 2 1 0 0 1 0 2 2 1 2 0 2 1 2 0 0 0 0 1 1 1 2
split_gain=0.00973359 0.117277 0.0741406 0.0805763 0.0751929 0.102948 0.0607607 0.0421844 0.0452675 0.0409939 0.0591586 0.0404054 0.0519484 0.0386105 0.0836037 0.0359027 0.195249 0.124132 0.0860774 0.16723 0.0673553 0.0709413 0.272254 0.136971 0.0986743 0.0812481 0.0420148 0.0359908 0.129428 0.0321019
threshold=0.42019700010000005 0.42067602765000006 0.54017843775000018 0.54191491270000014 0.54317236010000014 0.54475913895000005 0.54585192060000021 0.41808628485000005 40.08085804200001 0.42194844465000009 0.55240861050000023 0.52937037810000021 0.42194844465000009 0.55892039160000018 40.878805547300004 41.093509583400007 0.43625939340000008 41.061442884200012 0.56704889075000009 38.938637541200009 0.43887907550000005 39.468990633150007 0.57507260265000015 0.57161462230000015 0.57944372925000021 0.6329151821500002 0.49091344570000006 0.43706775245000007 0.44286099220000008 41.558544840500012
decision_type=2 2 2 2 2 2 2 2 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 11 -4 -5 -6 -7 -1 -9 -8 -11 12 -3 14 -12 17 -17 18 19 -15 -20 23 -23 -22 -24 -26 -25 -18 -29 -30
right_child=1 2 3 4 5 6 9 8 -10 10 13 -13 -14 15 -16 16 27 -19 20 -21 21 22 24 26 25 -27 -28 28 29 -31
leaf_value=-5.2769423049087836e-05 0.049745976076727691 0.10094692242059218 0.051503904237241271 -0.050596691191781333 0.0558089048491636 -0.043042255745103064 0.041225823466593814 -0.035072762774939925 0.0012410303215155173 -0.02961911563955771 -0.0133628519826314 -0.10328458070799112 -0.10077598756808451 0.035351662131842106 0.048782758261291997 -0.10609260797065201 0.024832617292167992 0.10487669411207233 0.076736523635860449 -0.050086817808792067 0.073458443813985849 -0.11038924623890888 0.096141658514497866 -0.10111196386941301 -0.10213313120421297 0.093945867580848039 0.02998232440465988 -0.071146698557852467 -0.04716408716338976 0.0043438220039638065
leaf_weight=51.407830031930388 0.507299266871997 0.026840614154933884 0.31093744761892494 0.28747475848649529 0.33392244158312667 0.32771573137142684 0.24452939044567745 0.7213930643665083 0.6549215379927773 0.63176056649535883 0.38164907142697746 0.10543963914778942 0.024345829146387388 0.36682979552804917 0.50017589409799257 0.18813064561618409 0.45366090256720815 0.12812313571464518 0.19207131282882961 0.61011531387339346 0.3178833943715631 0.18229261070518987 0.16370778474492909 0.071829906091882556 0.059959234796565397 0.032634440752758564 0.03706152902526183 0.27116302157082861 0.12764623494931049 2.3236945977383101
leaf_count=1740 11 1 11 9 10 10 11 24 21 25 42 20 64 35 24 12 10 3 21 29 14 13 7 119 42 26 138 23 23 362
internal_value=8.05042e-06 0.00300799 0.00028319 0.00153289 -0.00035414 0.00146344 -0.000920388 -0.00051533 -0.0177928 0.000974486 -0.000423539 -0.067896 0.00500137 0.00245455 0.0218865 -0.000645894 -0.00710777 0.00940709 0.00339453 -0.0180058 0.0231658 0.0112756 -0.0169678 0.0403012 0.0494776 -0.0330255 -0.0564936 -0.0012447 -0.00559006 0.0016617
internal_weight=61.993 9.20889 8.7016 8.54497 8.23403 7.94656 7.61263 52.7841 1.37631 7.28492 7.04039 0.156626 0.0511864 6.40863 0.881825 5.5268 3.3643 2.16251 2.03439 0.976945 1.05744 0.865369 0.438594 0.426775 0.256301 0.0925937 0.108891 3.17616 2.7225 2.45134
internal_count=2900 1115 1104 1019 1008 999 989 1785 45 979 968 85 65 943 66 877 430 447 444 64 380 359 88 271 75 68 257 418 408 385
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 1 1 2 1 0 1 1 2 1 2 0 2 0 1 0 2 2 1 2 2 2 1 0
split_gain=0.00842102 0.0337194 0.0242466 0.0362311 0.0325592 0.026445 0.0189554 0.0126757 0.0940069 0.0668669 0.112154 0.110678 0.0546886 0.102142 0.0854918 0.060273 0.0404825 0.290299 0.155229 0.0938532 0.129889 0.294423 0.0666446 0.166429 0.0568373 0.223376 0.181867 0.103006 0.0835514 0.079416
threshold=0.62406814170000013 0.47777012665000013 0.48250052395000009 45.027406014450008 46.177190236600005 0.52041855035000018 0.52917577315000008 0.42019700010000005 0.42067602765000006 38.938637541200009 0.4211999641000001 0.54585192060000021 0.45521092180000006 0.44751654140000008 38.386256906100009 0.49091344570000006 41.134354310300004 0.55671985870000007 41.322103772800006 0.55980359870000018 0.46208197360000008 0.56704889075000009 41.840895355800008 42.072181850200003 0.43625939340000008 43.061965423550006 43.279086095950007 42.467547400400008 0.43374449865000003 0.56639022785000004
decision_type=2 2 2 2 2 2 2 2 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 -1 -9 11 -11 -10 13 14 -13 -14 17 -12 -18 -19 21 -21 -20 -24 25 -25 -27 -26 -28 -29
right_child=1 2 3 4 5 6 -8 8 9 10 16 12 15 -15 -16 -17 18 19 22 20 -22 -23 23 24 27 26 28 29 -30 -31
leaf_value=-0.00046395588333139658 -0.10263465938895758 0.078044908875010227 -0.10088095455894615 0.037826423324070518 -0.056749793212796919 0.073276756471546453 -0.013495023954683636 0.046024213750191806 0.07355663472812074 -0.074464640492871326 -0.062859066761481786 -0.079750346121124138 -0.084337989667488303 0.071603105775074213 0.021071525293608211 0.086935163896474432 0.070865337224439606 0.064135244527409402 -0.031678697248225071 -0.065741105792097396 0.064696259288927235 0.029158341585687621 0.0647270357122217 -0.10690704186076959 0.060760542357275876 0.10273191314830964 -0.10378322871314621 -0.045602211711575261 0.046429089547470076 0.0055260467811176746
leaf_weight=52.78075228986549 0.038616634391535842 0.032400106836576015 0.041182289052735577 0.13375730085499526 0.12240322876459686 0.032893754891119897 0.10728989119206744 0.49420558230485667 0.32114449773280174 0.20967985020251934 0.74284117553907014 0.13250357305878602 0.11387261413749261 0.21209497421357071 0.23024882166646421 0.025070402157197691 0.33844586429768231 0.28198922332376231 0.55958589348857435 0.56885989819966176 0.2711924456191922 0.76868282005307265 0.41614607341034604 0.22988081845687736 0.27945446163721532 0.14917616546154022 0.1041625517013216 0.37397922588968757 0.057453294421172529 1.6188884109531043
leaf_count=1785 23 4 198 7 21 3 71 11 20 8 32 73 87 11 8 30 12 8 40 26 57 37 21 20 20 2 40 40 23 162
internal_value=6.84129e-06 -0.0128083 -0.00542675 -0.0116081 -0.00233214 -0.0227882 0.00686577 0.00011319 0.00369716 0.00108413 -0.00243749 0.0248027 0.00286759 0.0164759 -0.015756 -0.053434 -0.00020362 -0.00989065 0.00597771 0.01092 0.00159204 -0.0112026 0.000181322 0.00570242 -0.0030295 -0.0321702 0.0231098 0.00390419 -0.0503838 -0.00406862
internal_weight=61.7889 0.508543 0.469927 0.437526 0.396344 0.262587 0.140184 61.2803 8.49956 8.00535 6.97042 1.03493 0.71379 0.574847 0.362752 0.138943 6.76074 2.63357 4.12717 1.89072 1.60874 1.33754 3.78873 3.22914 2.81299 0.540673 0.310792 2.27232 0.161616 1.99287
internal_count=2900 327 304 300 102 95 74 2573 788 777 548 229 209 92 81 117 540 160 380 128 120 63 368 328 307 85 65 222 63 202
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 1 1 0 2 0 0 1 0 0 0 0 0 1 0 0 0 2 2 2 0 0 0 2 2
split_gain=0.00916806 0.164103 0.113482 0.129143 0.100344 0.0897959 0.0542416 0.115573 0.0695915 0.122119 0.205853 0.0493825 0.0817666 0.233429 0.0934476 0.0403433 0.134543 0.0683082 0.208092 0.073627 0.110122 0.067914 0.3347 0.0502657 0.164967 0.0783804 0.129865 0.0541544 0.39351 0.0631983
threshold=0.35585760905000008 0.35759408400000009 0.35165114815000004 0.49678153350000009 0.35877668335000007 0.49128768600000011 0.36106703390000006 0.36195024100000012 0.50041914915000019 37.962710038050005 0.48140774230000011 0.4901499955000001 0.3465914194000001 0.48607826115000008 0.48368312325000012 0.50579323975000012 0.50749977545000013 0.5096104907000002 0.37401574800000009 0.51401155655000019 0.51589772760000019 0.52215502530000013 39.344049039350004 37.572218886150004 37.360990606650006 0.52290350590000012 0.52366695610000014 0.52428071015000011 39.344049039350004 38.386256906100009
decision_type=2 2 2 2 2 2 2 2 2 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 -3 11 -6 -8 9 -9 -11 12 13 14 -1 -10 -17 -18 -19 -20 -21 22 -22 24 25 -23 -27 28 -25 -29
right_child=1 4 -4 -5 6 -7 7 8 15 10 -12 -13 -14 -15 -16 16 17 18 19 20 21 23 -24 27 -26 26 -28 29 -30 -31
leaf_value=0.00047626606235315002 -0.060655712465768098 0.041785079553582342 0.037788165155965461 -0.039587070709555999 -0.03330856878337312 0.024212715398880175 0.079731087220094629 0.0012368232223611806 0.012481715510779735 -0.000650930202119363 -0.10798890395709848 -0.025444867874121188 -0.027913137201062754 0.03193100373384563 -0.023617228237000493 -0.063450498221255633 0.044059299076787503 -0.093923984223707638 -0.039056249760105924 0.035577769626659678 0.027310680427227105 -0.11046664386858451 -0.053463819518983186 -0.014030681965250797 -0.11386968230066095 0.10438586479404349 -0.011850005357893935 0.028977976699245084 0.061213589210340529 -0.0013421444228108703
leaf_weight=24.196872450789296 0.45847887251830144 0.5542602134210125 0.82370577716028393 0.79568984204160997 0.51597000884334221 1.6097312327474345 0.17801923318143309 1.0673553065034891 2.4350854935892157 0.37240360085877444 0.34344710316337057 0.74561821133829553 0.97117869469399565 2.3278780267573884 1.724517604918218 0.34050549915991979 0.34468645604647719 0.23738246790526574 0.46696133027265574 0.88683553789451508 0.92364563758929152 0.060597772768238634 1.153804252416222 1.7936301155377834 0.15921054698601012 0.11626151949167252 0.55481667726369155 0.72422207464243626 1.1347643875102802 13.540651523858367
leaf_count=777 22 22 34 14 22 22 11 32 70 35 39 9 23 25 26 6 22 33 32 17 31 3 35 22 17 1 312 79 32 1075
internal_value=6.12818e-06 -0.00131413 0.00113419 0.000201518 -0.000339127 0.00120416 -0.00119278 -0.000575262 -0.00111157 -0.0201944 -0.052149 -3.18192e-05 0.000616646 0.00159747 -0.00112664 0.000256516 -0.00107023 -0.000108993 -0.000808867 0.000218485 0.0010898 -0.000427202 -0.017551 0.00153993 -0.0216209 -0.00154789 0.00828738 0.00274003 0.0151268 0.000197196
internal_weight=61.5582 28.363 33.1952 32.3715 27.9045 31.5758 27.3503 26.8343 26.6563 1.78321 0.715851 29.9661 29.2204 28.2493 25.9214 24.8731 22.438 22.0975 21.7528 21.5154 21.0484 20.1616 2.07745 18.0842 0.890887 0.731676 0.671078 17.1933 2.92839 14.2649
internal_count=2900 1970 930 896 1948 882 1926 1904 1893 106 74 860 851 828 803 1787 1717 1711 1689 1656 1624 1607 66 1541 333 316 313 1208 54 1154
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 1 0 0 0 0 2 2 2 2 0 0 1 1 1 1 0 2 1 2 2 1 0 1 2
split_gain=0.00851793 0.216365 0.269794 0.0872669 0.0469739 0.209522 0.067982 0.108077 0.0945442 0.0440409 0.500032 0.149755 0.601938 0.19314 0.18742 0.16238 0.128332 0.169991 0.136287 0.0936708 0.0859837 0.24176 0.219645 0.0733526 0.0624233 0.0595294 0.446876 0.388986 0.245775 0.181957
threshold=0.34500464060000008 0.48368312325000012 0.48181192180000004 0.34503457980000002 0.47943175355000006 0.34488488370000009 0.34458549145000011 0.47694679800000012 0.47739588635000008 0.47760546090000006 0.47778509625000004 41.289992964000007 41.395309858300003 42.718072821900002 41.169697216150006 0.4755546241000001 0.47868327295000007 0.34608245260000009 0.34506451900000007 0.3453339720000001 0.34569324270000007 0.47976108500000009 41.21013581150001 0.34527409360000011 42.988308018450006 41.726652433350004 0.3459626957000001 0.48181192180000004 0.34620220950000008 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 8 -8 -1 11 -11 14 -13 23 -5 -15 17 -12 -18 -20 22 -22 -21 -14 -24 27 -27 -23 -28 -29
right_child=3 -3 -4 9 -6 -7 7 -9 -10 10 16 12 13 15 -16 -17 18 -19 19 20 21 25 24 -25 -26 26 28 29 -30 -31
leaf_value=-0.00013739862964313367 0.03260151396566973 -0.046409360279377351 0.068054237103951851 -0.006856804093310769 0.015206286057547617 -0.073008452900800547 0.0086465902220826049 -0.037230771876338158 0.04061572857207757 0.074477256104209077 -0.088451168240850739 -0.1560718862636081 0.043925512345096313 0.0030469439256511572 0.10392588403563004 -0.085152281120783962 -0.062273605204356236 0.015136357358522229 0.021334896617989596 0.012400683503891747 0.065540713792024322 -0.078777149247353198 -0.055126026667511291 -0.0028282189180726478 -0.018760086821430426 0.04787393307629477 -0.058555944141434217 0.0015111575797697124 0.0011760796735027202 -0.03313548362193533
leaf_weight=5.8689149265231748 0.83700590062653546 1.0212368156608125 0.58058809675276357 0.46022996036253916 1.3772733242303736 0.42680079239198754 0.9204059516605273 1.1614860263653097 0.63041028097183005 0.90357089415192504 0.37581036175970339 0.2981974966824058 0.62380304713587997 0.4051516926250186 0.22854694512716378 0.43057753005720656 0.34876144141890009 0.27386726231634384 2.0535913478233843 1.5386978021124371 0.56863058437011105 0.66518128640746255 1.0277075733320087 0.72624955372521072 0.87295753927901376 2.0676701059564939 0.72939715627580781 19.865567059895422 12.391339706444141 1.6410311654524381
leaf_count=355 7 13 11 60 18 24 24 22 15 10 35 3 12 34 4 49 7 12 39 24 15 16 34 32 10 19 10 1014 895 77
internal_value=6.19601e-06 -0.00238479 0.00171515 0.000587161 -0.00199352 -0.00462327 -0.00122202 -0.0169484 0.0038155 3.46223e-05 0.000831934 -0.0113552 -0.0227955 -0.00461314 0.0299026 -0.0423943 -0.000666118 -0.0447845 -1.12767e-05 0.000488811 -0.000546026 0.000826843 -0.0156858 0.0187747 -0.0384235 -0.000158117 0.00466475 -0.00346194 -0.00214449 -0.00113251
internal_weight=61.3207 11.9871 10.9659 49.3335 10.3853 9.00802 8.58122 2.08189 6.49933 48.4965 45.3238 3.17276 2.48398 2.18578 0.688777 0.835729 44.4202 0.649678 43.7705 43.4218 41.3682 37.9288 3.43936 1.35005 1.90067 37.3602 15.1884 22.1718 13.1207 21.5066
internal_count=2900 482 469 2418 458 440 416 46 370 2411 2217 194 130 127 64 83 2207 47 2160 2153 2114 2046 68 44 44 2031 924 1107 905 1091
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 1 0 0 0 1 1 1 0 2 2 2 1 2 2 0 2 1 1 0 0 1 1
split_gain=0.00863674 0.107023 0.0571684 0.0588228 0.12998 0.106492 0.073434 0.123629 0.0473184 0.0967726 0.123337 0.165706 0.0776976 0.275926 0.235167 0.159089 0.0590799 0.32246 0.233734 0.212615 0.403724 0.182677 0.123632 0.101332 0.113121 0.0931032 0.0895738 0.0853986 0.0788269 0.132678
threshold=39.788107623550012 39.685256516350002 39.995120105550008 40.12915366295001 40.21994457600001 40.259171735100004 40.496232821400007 40.380906245900007 0.34521421515000011 0.48218616210000004 0.48119816770000007 0.47976108500000009 0.3453938505000001 0.34542378970000004 0.34545372890000009 0.48077901860000011 41.872669623500009 41.792045663550006 41.678468725050003 0.38185982460000006 41.028010303750008 41.966555987550002 0.52029879345000019 41.028010303750008 0.4019490434500001 0.41985269900000005 0.56276758185000009 0.57507260265000015 0.34560342505000002 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 -2 -4 -5 -6 7 -7 9 10 11 -8 15 -14 -15 -10 17 18 19 20 -16 -18 -21 26 -25 -26 -24 -28 -23 -30
right_child=2 -3 3 4 5 6 8 -9 12 -11 -12 -13 13 14 16 -17 21 -19 -20 22 -22 28 23 24 25 -27 27 -29 29 -31
leaf_value=-7.7265695331896092e-05 0.020528709699331162 -0.036944644829109911 -0.026492570334998418 0.041055668848809811 -0.035023795820993818 -0.0012907864636100266 -0.0017243632116380405 0.056126334225128111 0.041741057336162013 -0.030901027080751819 0.03652615949945285 -0.054148366087637095 -0.097339499359985579 0.079679117039931815 0.019229947440818532 -0.007238580100002852 0.055565157599943266 -0.064552856650818072 0.056109036757883972 0.080107468941351109 -0.046606763859989651 0.034506877604822211 -0.032672698786826278 0.063260304604205883 -0.033054927322896659 0.023401970139453665 -0.018108664640074067 0.071673986296471801 -0.053629181797568953 0.001631682960207942
leaf_weight=15.283331326674642 1.411449033927737 0.83016669024800727 0.81744928316140786 0.77922629297032031 0.85839019011527184 0.93026174191589805 7.8199237181359891 0.62827529734340715 1.3749878528426109 1.3597539723923535 0.75063741453186672 0.65331746160518367 0.28702753104249978 0.37674863194115715 1.5124546702718364 1.2809255726169793 0.65065056505284502 0.86312281668398405 0.67442563217882412 0.25149432136822758 2.4245554132794496 0.69246965731031096 0.87228194513591029 0.49103234750145919 0.40393811452304351 1.0549999360220708 0.22996961057651788 0.19643359589008469 0.4476066962886297 14.807655755485458
leaf_count=912 48 24 36 24 12 36 335 24 43 21 10 13 11 8 31 16 30 22 24 8 45 26 27 20 12 64 16 35 19 948
internal_value=9.38687e-06 -0.00197667 0.000722111 7.92964e-05 0.000588316 -0.000164387 0.00056482 0.0218551 -0.000275726 -0.00599608 -0.00232468 -0.00576644 0.00181968 0.000169774 0.00124831 0.0181186 9.28495e-05 -0.00644373 -0.000260565 -0.00537234 -0.0213147 0.00362717 0.0125598 0.00733064 0.0217438 0.00777067 -0.0143107 0.023252 0.00150815 1.02665e-05
internal_weight=61.015 16.1135 44.9015 43.49 42.6726 41.8933 41.035 1.55854 39.4764 10.5836 9.22388 8.47324 28.8928 26.2369 25.9498 2.65591 25.5731 8.97471 8.11159 7.43716 3.93701 16.5984 3.50015 3.24866 1.94997 1.45894 1.29869 0.426403 15.9477 15.2553
internal_count=2900 936 1964 1916 1880 1856 1844 60 1784 379 358 348 1405 1346 1335 59 1327 304 282 258 76 1023 182 174 96 76 78 51 993 967
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 1 0 2 0 2 1 2 1 2 1 1 1 2 2 0 0 0 2 2 0 2 1 1 0
split_gain=0.0104294 0.194529 0.0932569 0.395928 0.0783904 0.250272 0.0666823 0.0866928 0.0650586 0.0584231 0.276828 0.073056 0.0451659 0.120516 0.268098 0.151225 0.235623 0.117836 0.219688 0.0949567 0.399495 0.108755 0.102076 0.0918245 0.171218 0.0941444 0.0937836 0.118872 0.0922058 0.277793
threshold=0.5025747732000001 0.36501901140000009 0.37138109635000011 0.51243974730000008 0.50300889195000009 0.50579323975000012 0.37852160115000005 0.51589772760000019 42.622319549950006 0.52215502530000013 39.344049039350004 0.38398550940000004 42.448133449100006 0.3982365797500001 47.833738492450003 0.39904493880000008 0.40105086675000007 0.42067602765000006 44.215931556700006 43.061965423550006 0.56639022785000004 0.55754318735000019 0.56793209785000009 41.840895355800008 41.621607100200002 0.56424957340000015 40.823855932350007 0.4019490434500001 0.39078171310000004 0.52772372085000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 8 -3 -6 -5 -8 -4 10 -9 -11 23 14 -14 -15 -17 18 -18 20 -19 -21 -23 24 26 -25 28 -28 -13 -30
right_child=1 2 3 6 5 -7 7 9 -10 11 -12 12 13 15 -16 16 17 19 -20 21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.001095403493984263 -0.050011203473666735 -0.0063768149797216612 -0.11127975072237704 -0.04158968054449487 0.080061737838329705 -0.0085513620538906331 0.030288429782551127 0.024654523616750981 -0.04189402230351278 0.053983008961749041 -0.049205773388013484 0.012816295450020141 -0.091180795344217358 0.088160233068776128 0.024113892483559947 -0.11587876838293212 0.077203193762692135 -0.11008659206049626 -0.031975826191671185 0.046782222379543895 0.043421543734313783 -0.1049147040669848 -0.0032054718273972433 0.050383445271477235 -0.074529174091868572 -0.013610279745193261 0.067186711839137145 0.010012625939863575 -0.11635042200045057 -0.0042611562197010268
leaf_weight=36.166651729110498 0.80209014569846004 0.68274163873866456 0.3464228364246108 0.37189013473835331 0.63539331499487139 0.63952083693766326 0.97225052907015452 0.91592249065161313 0.22156146676275057 0.26176369824679824 1.1378314436801273 3.0425265938392849 0.47515656712584942 0.18435368803329755 0.3504294576691791 0.18118518733535927 0.48175465101394399 0.37609965119042987 0.29849443279042021 0.43127247556044102 0.30866410540886591 0.10478805261664081 1.6910528629330199 0.77743240018025861 0.2904741787005215 0.32641085473733256 0.45222875657054951 1.8564859804615919 0.22989833870042264 5.778631639839749
leaf_count=1110 27 4 37 19 29 24 19 31 31 10 32 37 61 3 32 7 17 22 48 58 42 11 267 49 32 46 20 95 41 639
internal_value=1.46185e-05 -0.00157274 5.8142e-05 -0.001814 0.020968 0.0356117 0.000383568 0.00112953 -0.0842135 -0.000291302 -0.0162659 0.00154164 0.000763332 -0.0074149 -0.0422426 -0.000328727 -0.00454044 0.000923313 0.0354353 -0.00832432 -0.0408913 0.00168894 -0.00914025 0.00389459 0.00128279 0.0314602 0.00322133 0.0212118 -0.00136763 -0.00854992
internal_weight=60.7914 24.6247 23.8226 21.865 1.95766 1.27491 21.297 20.9251 0.567984 19.9529 2.05375 17.8991 17.6373 4.88325 0.825586 4.05767 3.87331 3.69213 0.780249 2.91188 0.684764 2.22711 1.79584 12.7541 11.6502 1.10384 11.3598 2.30871 9.05106 6.00853
internal_count=2900 1790 1763 1706 57 53 1638 1619 68 1600 63 1537 1527 568 93 475 472 465 65 400 64 336 278 959 864 95 832 115 717 680
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 2 0 1 2 0 2 2 2 1 2 0 1 1 2 2 2 1 2 2 0 1 2 0
split_gain=0.00915111 0.126514 0.0939542 0.0979237 0.0901146 0.0881532 0.179828 0.0669338 0.0896068 0.043171 0.0343039 0.233357 0.119993 0.103214 0.0688461 0.0841943 0.413196 0.237969 0.198756 0.12921 0.103013 0.233276 0.251826 0.0831438 0.107835 0.112787 0.274815 0.252046 0.0691684 0.205558
threshold=0.35585760905000008 0.35759408400000009 0.35165114815000004 0.49678153350000009 0.35877668335000007 0.48543456785000005 0.48368312325000012 42.541806567400009 0.48759019190000008 0.36106703390000006 39.468990633150007 0.47886290830000006 40.12915366295001 40.532725462000009 40.922041107600009 0.34479506600000004 41.590548329450009 0.47577916830000005 0.34488488370000009 0.34193587020000005 41.261521012900012 41.322103772800006 41.43512228960001 0.34506451900000007 43.061965423550006 41.678468725050003 0.48077901860000011 0.34545372890000009 48.680511450650009 0.39614083410000006
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 10 8 -7 -6 11 -1 -12 -14 -15 16 -16 19 -17 28 -20 -22 -23 -24 25 -25 27 -27 29 -18
right_child=1 4 -4 -5 9 7 -8 -9 -10 -11 12 -13 13 14 15 18 17 -19 20 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00089341556588108705 -0.054617246960079947 0.039700792720955863 0.034654296872473567 -0.034172343354224519 -0.030168454103057032 0.034368506027295222 -0.042816441174131449 -0.003952858639185034 0.0051536430256252236 -0.00073457933198578149 -0.025613621127638694 0.091576344478843247 0.02919764816281168 -0.020092464955190337 0.063635751592364703 -0.047609313580270748 0.019929589566723548 -0.067746902399847209 -0.025810624129809157 0.036285215000734512 0.057532112834288066 -0.055846708145572369 0.036832849056781386 -0.028102381928861928 -0.020816072445631328 0.017414641883044948 0.03609592509400484 -0.050989544107390108 0.0030089190676102972 -0.095464383764312391
leaf_weight=1.9623100995609086 0.43846282082405252 0.5471981472786237 0.81569530820706759 0.80398908648930856 0.50794604893855222 1.9897862505167712 1.0081227223854501 1.8296794029884038 2.2225316725671291 26.258563142315346 1.8056074441765328 0.31699812551960338 1.2440833929549651 1.6439574907381054 1.1918356682590481 0.93721740189357561 0.32395263709133182 0.50100646628840184 1.3142915345651989 1.0054951366619205 0.75119573622941871 0.75230920407920887 0.73084299778201955 0.74094525996770233 1.671496610293431 1.2476177952294167 2.5612381540704519 0.94792841892749624 2.0868119908082008 0.29489947741740252
leaf_count=134 22 22 34 14 22 21 18 27 25 1904 43 12 24 30 24 18 97 18 23 17 7 9 29 14 65 46 29 51 33 68
internal_value=8.22239e-06 -0.00132733 0.00114163 0.000284327 -0.000471878 0.0011756 -0.00144038 0.0120172 0.018954 -0.00129314 0.000295309 0.011967 -0.000927676 0.00130689 -0.000548342 0.00133509 0.0116523 -0.00305642 -0.0034486 0.0056768 0.000413007 0.00407816 -0.000562694 0.0047019 0.00142642 0.00818889 0.0138418 -0.0121189 -0.00569809 -0.0350587
internal_weight=60.454 27.7522 32.7018 31.8862 27.3137 31.0822 25.0402 6.042 4.21232 26.7665 24.032 2.27931 21.7527 19.9471 18.703 17.0591 5.404 4.21217 11.6551 3.71116 10.7179 9.40357 8.65238 7.90007 7.16923 5.49773 4.75678 2.19555 2.70566 0.618852
internal_count=2900 1970 930 896 1948 882 809 73 46 1926 791 146 645 602 578 548 257 233 291 215 273 250 243 234 205 140 126 97 198 165
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 2 0 0 2 1 2 2 0 0 0 1 0 1 1 1 0 2 0 2 0 2 1 0
split_gain=0.0120391 0.109745 0.0387101 0.0609197 0.133976 0.136582 0.172772 0.126434 0.126396 0.0706414 0.1667 0.0856295 0.0635517 0.147888 0.0662732 0.0463556 0.0374028 0.0874781 0.0602019 0.058829 0.0703752 0.0502743 0.080407 0.113525 0.0523129 0.0401296 0.103031 0.0361751 0.0483364 0.0318236
threshold=43.45354240915001 43.542456167850005 43.740100730350001 0.38398550940000004 0.39135055835000004 0.39167988980000007 0.40105086675000007 43.902382686800003 0.48414718120000005 0.47796473160000008 44.527357125550004 0.34491482290000003 43.812290675100009 44.015822920550008 0.50749977545000013 0.54422023290000021 0.53225951315000009 0.43590012275000006 0.5339660489000001 0.44489685935000006 0.45206730335000006 0.45772581660000006 0.6003263375500002 49.842240509300005 0.61802041855000012 44.215931556700006 0.53136133645000017 46.177190236600005 0.5024400467000002 0.57600071855000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 -2 -3 8 -5 -6 15 -8 9 10 11 -4 -10 -14 -15 -7 25 18 -18 -19 -21 -22 23 -23 -24 -9 -27 -26 -29 -1
right_child=1 2 3 4 5 6 7 16 12 -11 -12 -13 13 14 -16 -17 17 19 -20 20 21 22 24 -25 27 26 -28 28 -30 -31
leaf_value=-0.00030951996872949339 0.059788690163776394 -0.019276320580351187 0.08717589446594283 -0.075907573507696169 0.096198231842300461 -0.11312929179469809 0.099636552591780878 0.082932202095163943 0.005716044989955751 -0.021818433203496978 -0.0018456478967397217 0.018718504872427003 0.10000613662714296 0.047875270603405289 -0.044682378936519863 -0.029838639816666703 -0.016360289552315568 0.049296773138753677 -0.10310487583938562 -0.075790436609808456 0.056920842161034192 -0.10773434154453046 0.040604614424590575 0.012140372038904963 0.030979921235547853 -0.10074931572676951 0.1008388503128796 -0.10220048474566718 -0.0082881054656941417 -0.02136335497945312
leaf_weight=49.546178494694779 0.33124527476707299 0.83892337318340438 0.34817081449477738 0.2682848610816112 0.13510141568258438 0.17239135162509489 0.12588266376405988 0.098852621329570289 0.34676536370534428 0.97164415881934463 3.0648804566488934 0.38450565512721369 0.38106945087201893 0.17665465820391546 0.13762904207669635 0.10911416724775336 0.17853653524070967 0.22414183819273592 0.14497207417323921 0.13059184415783409 0.14407965132704692 0.15970697094598996 0.34247887033779989 0.15633457259900752 0.13586183689221798 0.054233580311990437 0.047610955312848091 0.072650990255169745 0.22312952715583378 0.72849440076232141
leaf_count=1692 22 44 32 19 3 27 6 11 4 18 98 18 6 15 42 26 6 14 36 25 7 18 32 27 14 72 2 15 89 460
internal_value=1.32212e-05 0.00319968 0.00124183 0.00321237 -0.00856078 -0.00175718 -0.00700754 0.00227565 0.009136 0.0022421 0.00839824 0.0512497 0.0406856 0.0581245 0.00734304 -0.0808451 -0.00352416 -0.00783394 -0.0552326 0.00181623 -0.00598133 0.00140499 -0.00593218 -0.0484366 0.0114206 0.0375446 -0.00650955 -0.0117349 -0.0313553 -0.000614596
internal_weight=60.1801 9.90544 9.5742 8.73528 2.92396 2.65567 2.52057 2.23906 5.81132 4.7692 3.79756 0.732676 1.04212 0.695353 0.314284 0.281506 2.11318 1.91248 0.323509 1.58898 1.36483 1.23424 1.09016 0.316042 0.774121 0.200697 0.101845 0.431642 0.295781 50.2747
internal_count=2900 748 726 682 449 430 427 374 233 166 148 50 67 63 57 53 368 283 42 241 227 202 195 45 150 85 74 118 104 2152
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 2 1 0 0 1 1 2 1 0 2 1 2 1 0 0 1 2 2 1 2 1 0 1 1
split_gain=0.0115992 0.173233 0.197413 0.0595358 0.148784 0.110467 0.118789 0.14141 0.0712537 0.108237 0.143885 0.0715393 0.0654089 0.152202 0.0561181 0.0488518 0.181316 0.189081 0.30885 0.279065 0.256339 0.157641 0.153121 0.0930395 0.0853262 0.064751 0.14856 0.0539737 0.0534275 0.123688
threshold=0.34494476210000008 0.48368312325000012 0.48181192180000004 0.47694679800000012 0.47706655490000011 43.968221017800005 42.718072821900002 0.34506451900000007 0.47778509625000004 0.47868327295000007 0.34608245260000009 0.34536391125000004 42.508878681700004 0.35675578575000005 0.47905751325000007 42.508878681700004 0.34479506600000004 40.922041107600009 0.34446573455000007 0.4755546241000001 0.47814436690000012 0.3447052483500001 39.945535567850008 39.268993001500007 0.34392682850000006 48.461603274950008 0.31123319660000009 0.43780126340000008 0.33672644530000007 0.31810424840000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 5 -5 6 7 -2 11 10 -10 -6 13 -9 -11 16 17 20 19 27 22 24 23 28 25 26 -17 -19 29 -1
right_child=3 -3 -4 4 8 -7 -8 12 9 14 -12 -13 -14 -15 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020993403443488663 -0.11429019773710936 -0.042366560954737537 0.062510503063897618 0.067895296307495162 0.0013920372532060592 0.026876672812034735 -0.11013509545050848 -0.10440625752343197 -0.084060108427949295 0.034193113698021652 0.013715150455636496 0.033511034849513052 0.069874611992751037 0.030738566774831791 -1.2028340471170262e-05 -0.067336077085545676 -0.047803864585681234 -0.0088711713791235856 0.071999477301502829 -0.11319450472656206 -0.074935213377405011 0.043982457895490254 -0.05536026878240663 0.048995698824606589 -0.042849664082752682 -0.004582731590223329 0.062556534572471401 0.053224365573556323 0.0081645326091013479 -0.093890094588783474
leaf_weight=0.19429501439890851 0.12673750447925314 1.0112557035936323 0.49668794218450862 0.33239952998792333 1.4980545842918211 0.32858120906894328 0.19384910496325602 0.12779976328587583 0.34922713939340511 0.48502093585557204 0.2645004587539006 1.291131184028927 0.11592532010399736 0.2395126153601197 43.275649459766498 0.1122216207304455 0.95644812239459742 0.2951354417957075 0.79747597826644778 0.21591609809547663 0.5685749883414245 0.87131840529036697 0.43267101459514368 0.4733036896213888 0.48005529446527351 2.2258056323836115 0.40880284349668727 0.26626346418925095 1.370253484044788 0.18103704983263924
leaf_count=32 8 13 10 9 21 15 48 39 36 16 12 31 6 39 2151 82 24 45 10 6 15 21 16 9 9 41 38 17 38 43
internal_value=1.42483e-05 -0.0028631 0.000998012 0.000686275 0.00122655 -0.0219743 -0.0419433 -0.020272 0.000756684 -0.000217796 -0.0419215 0.0162601 0.00438587 -0.0162827 0.000367084 -0.0021039 -0.00804877 -0.000118787 0.0282773 -0.0165789 -0.0140058 0.00623907 -0.000940628 0.0096709 -0.00395234 0.00284563 0.0345794 0.0205799 -0.000991755 -0.0344193
internal_weight=59.9859 11.3575 10.3463 48.6284 47.496 1.13241 0.803824 0.609975 47.1636 44.3744 0.613728 2.78919 0.483238 0.367312 43.7607 9.84958 5.75137 4.79493 1.57479 0.777315 3.22014 4.0982 2.65156 2.21889 3.22689 2.74683 0.521024 0.561399 1.74559 0.375332
internal_count=2900 469 456 2431 2276 155 140 92 2267 2215 48 52 84 78 2167 446 255 231 78 68 153 191 138 122 170 161 120 62 113 75
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 2 0 0 1 1 0 2 2 0 2 0 0 2 1 2 0 1 2 1 2 1 2 2
split_gain=0.0101705 0.063489 0.0243382 0.0359505 0.0358443 0.0148895 0.0913394 0.0228303 0.0320973 0.0367119 0.0233228 0.0207553 0.0994684 0.0591682 0.0231503 0.0357427 0.0690387 0.0589053 0.0802535 0.0252451 0.0770303 0.0240535 0.077704 0.0397153 0.101621 0.0983289 0.136319 0.0866691 0.0268082 0.0664418
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 44.921040431000009 49.110028829250005 49.49736495185001 52.932444045400004 0.5810754169000002 0.61532588845000014 0.39685937550000011 0.31123319660000009 0.39672464895000009 48.852845034800005 45.673096293200011 0.54191491270000014 47.480720532750006 0.53225951315000009 0.47727612945000003 48.008184682100008 0.37482410710000008 43.740100730350001 0.4755546241000001 0.40259273675000007 44.421469061800003 0.42194844465000009 44.710446918150005 0.34560342505000002 43.542456167850005 43.411469133450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 11 -7 8 10 -10 -8 -2 -13 14 21 17 -17 18 -16 20 -20 28 -23 24 27 -25 -27 -24 29 -14
right_child=5 -3 -4 -5 -6 6 7 -9 9 -11 -12 12 13 -15 15 16 -18 -19 19 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.10063642294575517 0.014125295853093169 0.05732603459841476 -0.10542059840117396 -0.10403462585206594 0.05555991181567467 -0.075867285551743754 0.0055266419510706316 -0.053920141900574842 -0.10186287727605157 0.0056887059885449781 0.055569156490778204 -0.045452617626526248 -0.00050382899820422349 0.025995844112158169 -0.10906096891254172 -0.033609968931246736 0.026905874470046429 -0.10384822943249612 -0.10514372391306495 0.040677701014717654 0.036701135411563328 0.05501284892355443 0.03398985732477712 0.079288020296887821 -0.038323414389508648 -0.065474917434858809 0.039842251641896073 -0.0072122957009144537 -0.018201655437352249 0.037800160070006965
leaf_weight=0.018574733373596497 1.0356039724388129 0.18168748560469794 0.033556199166923761 0.029787811159621924 0.070283736102283001 0.18170789818549593 0.21393388234136523 0.058628712748852507 0.045907573528893408 0.10282232559438853 0.16493454633714322 0.48079198339905715 49.860436876291288 0.87708643494261096 0.075016605183917617 0.344389208328721 0.41652464018079627 0.099629161952179857 0.063162356222164817 0.12578517547808588 0.097206871882917767 0.31890540377935339 0.80962626786276937 0.22462250636226588 0.60381763864279481 0.1970986717549934 0.32647934182932659 1.3819836439897697 0.83691786414101343 0.45699947785669692
leaf_count=93 15 20 3 3 8 29 27 54 30 51 34 28 2045 29 22 40 41 15 12 8 37 16 11 20 39 45 22 39 38 26
internal_value=1.06315e-05 0.0174147 -0.0302283 -0.00896194 0.0229091 -8.71978e-05 -0.0139214 0.00527951 0.011858 -0.0275086 0.0273119 9.39954e-05 -0.000158292 0.000222989 -0.000178959 -0.0137942 -0.000483564 -0.0357738 -0.0169954 0.00713995 -0.0191653 0.000123382 0.00773272 0.00347779 -0.00199917 0.0239408 0.00019606 0.00800864 -0.000451179 -0.00015594
internal_weight=59.7339 0.33389 0.152202 0.118646 0.0888585 59.4 0.767935 0.586227 0.527598 0.14873 0.378868 58.6321 57.5965 57.1157 56.2386 1.22171 0.760914 0.4608 0.361171 0.286154 0.160369 55.0169 3.86253 3.54363 2.79543 0.748201 0.523578 2.19161 51.1544 50.3174
internal_count=2900 127 107 104 101 2773 225 196 142 81 61 2548 2533 2505 2476 175 81 94 79 57 49 2301 192 176 89 87 67 50 2109 2071
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 0 0 0 2 1 2 2 1 2 0 1 2 2 1 1 0 0 0 0 0 0 1 0
split_gain=0.00957353 0.105367 0.174734 0.106127 0.0725706 0.0942667 0.201049 0.0689816 0.0760305 0.0374497 0.110473 0.281017 0.618164 0.281206 0.215816 0.174097 0.0752461 0.322874 0.196803 0.239915 0.0891314 0.482296 0.0741144 0.0671041 0.0870388 0.0429409 0.219267 0.117386 0.402017 0.0966664
threshold=0.34482500525000009 0.47694679800000012 0.34506451900000007 0.47706655490000011 0.4622167001000001 43.968221017800005 42.718072821900002 0.47851860725000006 0.48181192180000004 0.48101853240000009 40.621691032550004 0.34530403280000005 41.395309858300003 41.726652433350004 0.34524415440000006 41.919251152600005 0.48543456785000005 0.34566330350000002 42.102795028150005 41.322103772800006 0.34632196640000007 0.3465914194000001 0.4901499955000001 0.47997065955000012 0.47796473160000008 0.4942366995000001 0.49588335680000006 0.49678153350000009 0.34829795515000012 0.49850303880000008
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -1 -9 10 14 12 -12 -13 -5 -15 18 -18 19 -11 -19 -22 -23 24 -17 -24 -27 -28 -29 -30
right_child=1 3 4 9 5 -7 -8 8 -10 16 11 13 -14 15 -16 23 17 20 -20 -21 21 22 25 -25 -26 26 27 28 29 -31
leaf_value=0.0018171370323798453 -0.10990299708262313 0.057615302362634027 -0.071477300668729121 0.054985242090501221 0.019195540083889018 0.058380835578986517 -0.10965965699189312 -0.037492455358990109 -0.0010582819035898597 -0.003519395202594876 -0.094104288661170973 0.052178709773519988 0.012327649826183075 -0.050373215767599455 -0.0077001091600136908 0.018650201835104137 0.052803592774729124 -0.030137551814775357 0.013573053027830087 -0.051946516812821114 0.10660335624917741 -0.026902865438809088 0.018173925727834956 0.034799207389396652 -0.028273561475600523 -0.086102417708509071 0.040887754028224893 -0.12796312027334752 0.031967594277077488 -0.00088370992160729579
leaf_weight=7.4534115828008307 0.21764238795595481 0.33215396106606832 0.16269891218478616 1.1933288928121313 0.40681503610872483 0.21498685105325421 0.1724025291710376 1.0697549558115045 1.2328189174077122 2.5569878626124583 0.8750675978517396 1.4034906898159532 1.4498749654048877 0.59788732603192363 1.0175521161872891 0.92342207032197643 1.1834783465601457 0.97646512556821363 2.2669828296639025 1.7052516476251183 0.42292014323175209 1.0600855292314033 1.2464888901467954 0.74771459342446167 0.69118311533748056 0.29809498554026248 0.68881925893947737 0.24679372552782552 0.92784915954564695 25.863566041638794
leaf_count=395 18 12 69 15 37 9 31 24 18 36 14 23 42 7 34 27 14 13 38 24 6 27 26 13 39 9 11 4 19 1846
internal_value=8.20089e-06 0.000568854 -0.0290276 0.00128302 -0.010633 0.00183145 -0.0191579 -0.00285656 -0.0179853 0.000895977 0.00675549 0.000349912 -0.0277315 0.0153114 0.0261345 -0.00216803 -0.000426079 0.00151923 -0.0102326 -0.0228943 -0.000393526 0.000550853 -0.000927856 0.0100324 -0.00143701 1.28415e-05 -0.000794919 0.000122227 -0.000916306 0.000254007
internal_weight=59.606 49.85 1.17455 48.6755 0.956903 0.794204 0.579218 9.75599 2.30257 48.3433 8.89952 6.68864 2.32494 4.3637 2.21088 2.96021 39.4438 32.9146 6.52922 4.26224 31.7311 30.7546 30.3317 2.36232 1.61461 29.2716 28.0251 27.727 27.0382 26.7914
internal_count=2900 2463 164 2299 146 77 68 437 42 2287 214 165 56 109 49 86 2073 1975 98 60 1961 1948 1942 79 66 1915 1889 1880 1869 1865
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 0 0 0 1 1 2 2 2 2 0 2 2 0 1 0 2 0 2 2 0 2 2 2 2
split_gain=0.00933013 0.0665618 0.164615 0.126044 0.162383 0.0805418 0.054187 0.046553 0.0314989 0.0335262 0.0706873 0.0314844 0.105326 0.146768 0.0910802 0.177527 0.0822135 0.084079 0.0892128 0.116227 0.187174 0.0854077 0.0679366 0.295287 0.177927 0.311637 0.120929 0.140153 0.105875 0.134925
threshold=0.54317236010000014 0.54585192060000021 39.945535567850008 0.42019700010000005 0.40367054880000008 0.42194844465000009 0.55240861050000023 0.54095685760000012 0.55980359870000018 0.4323972336000001 0.43625939340000008 40.79983011445001 40.337496327150006 40.532725462000009 41.134354310300004 0.48101853240000009 40.21994457600001 40.12915366295001 0.53839705400000015 0.39078171310000004 0.52772372085000019 38.318569170500005 0.50449088350000015 39.530201452500002 38.592454371550012 0.48543456785000005 38.771633980050005 37.360990606650006 36.372781240150012 35.97706729810001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -5 -7 11 -8 -10 -11 12 16 -14 15 -13 17 18 19 22 -21 -22 24 26 28 -26 27 -24 29 -1
right_child=1 3 -4 5 -6 6 8 -9 9 10 -12 14 13 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00072177231414931938 0.065277270002565932 0.026949061632319322 -0.0013608923187663857 0.051354517326608284 -0.10914386173403375 -0.029548054283348453 0.019332989362887493 -0.020841269572801167 0.033740628811129318 -0.060507344739641103 -8.5311556836548141e-05 0.0040425056871479454 0.055794779594937387 0.0065316959953860432 -0.00079268226753836956 -0.061883759521498376 -0.022540447267225844 0.038148632261134657 0.039594926306509966 -0.1135650541635288 0.022641164457583553 -0.045891453840184115 1.1881874895993011e-05 0.052082636195381338 -0.005593436964525327 -0.077420176500787863 0.010840484244369385 -0.05703064970219518 0.01925858247099381 -0.091888161003881419
leaf_weight=0.91971114530329934 0.55856992045619325 0.14086702015720209 1.1021575705253779 0.3146136684808879 0.23217896305293628 0.5828001700574531 0.92768385009122756 1.1023750838480726 0.26758385149591379 0.20212977424088752 4.5991769915193998 0.92953482298344414 0.83719582387129721 2.1783301217860753 27.450975378507582 0.72863518388476223 1.4854290878256495 0.62052354699699286 0.56437516373989716 0.22852386529908209 0.38356766109563978 0.34577294089831412 1.0943198335808118 1.2773315757513044 2.8135430170125351 0.76919825328513969 2.7639766377396882 0.71031447499990452 2.9974380558656861 0.19713478041921917
leaf_count=119 21 38 34 14 55 25 76 35 21 19 827 25 32 41 1041 19 23 15 20 58 33 21 42 23 79 17 20 23 74 10
internal_value=1.04239e-05 0.00299002 0.0210522 -0.00113771 -0.0577534 0.00192586 -0.000437726 -0.000517395 0.00239147 -0.00070908 -0.00262901 -6.29038e-05 0.00297186 0.0202085 -0.00216746 -0.0249269 -5.51685e-05 0.00207417 0.000588296 -0.000929849 -0.0345935 -0.00984945 0.00145111 0.00957809 -0.00472138 -0.0210143 -0.0023057 -0.0224404 0.00946659 -0.0168136
internal_weight=59.326 8.92776 1.66073 7.26703 0.373046 6.89399 6.57937 50.3982 5.99657 5.06889 4.80131 49.2958 20.1867 3.01553 29.1091 1.65817 17.1712 15.6857 15.0652 14.5008 0.957864 0.729341 13.543 5.84594 7.69703 3.58274 4.56861 1.80463 4.11428 1.11685
internal_count=2900 1130 55 1075 93 982 968 1770 943 867 846 1735 650 73 1085 44 577 554 539 519 112 54 407 108 299 96 85 65 203 129
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 1 0 0 2 2 2 2 0 0 0 0 2 2 1 1 2 2 0 0 2 0 2 0 2 1
split_gain=0.00985208 0.0557339 0.0668367 0.184073 0.0708168 0.0651834 0.166094 0.038617 0.0269083 0.168148 0.0921733 0.123113 0.0643651 0.127144 0.0898623 0.0498998 0.0459715 0.0266494 0.0260325 0.236245 0.242804 0.375039 0.247077 0.211226 0.224594 0.171017 0.148446 0.0967868 0.0458568 0.341949
threshold=0.47727612945000003 0.34524415440000006 0.34581299960000006 41.21013581150001 0.4622167001000001 0.34500464060000008 0.47648274005000008 0.47778509625000004 38.318569170500005 38.052786106700005 37.511241581900002 37.186372654950006 0.47512050540000011 0.47440196400000006 0.4588185982500001 0.43780126340000008 35.131296350900008 34.176526048000007 0.34569324270000007 0.34554354660000003 41.495754733000005 42.852084787850011 0.48218616210000004 0.48041974790000003 41.061442884200012 0.47976108500000009 39.646013290900008 0.47961138885000004 41.726652433350004 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 5 3 -3 -4 6 8 -2 9 10 11 16 13 14 15 -10 17 -1 19 20 23 22 27 26 -25 -20 -9 -22 -27 -30
right_child=7 2 4 -5 -6 -7 -8 18 12 -11 -12 -13 -14 -15 -16 -17 -18 -19 25 -21 21 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.0053342240597381825 0.012012118492220558 0.019274851242348862 -0.067139269218771336 -0.12043556091695701 0.0081116551029224281 0.024434845705843217 -0.058270554982856243 0.023168503781552385 -0.0020627385382099052 0.085268432172031061 -0.049834474874383847 0.09568386201063285 -0.036640489656618147 0.041509380870196233 -0.037165560174096349 0.04081700472293228 -0.03647798523939999 0.085286977904065975 0.04663072724605305 -0.044008829871537009 0.021177619673543781 0.015006452950227289 -0.09492613794084101 0.0078053711797702735 0.060745306130567625 -0.0028108339244130517 -0.026282732994228897 -0.048725222294592467 0.042908481138597486 -0.001662217563629928
leaf_weight=0.069920313659695088 2.7778182440670198 0.1709933015933307 0.15590060633535785 0.21027204790635778 0.63214218336182171 0.95810249008994208 0.51073866551968183 0.95832190522923921 3.0249065284784966 0.261372211149137 0.31049388508836273 0.1494627061765641 0.48594840255100269 0.68229579064063717 0.720815868007321 0.29813886915508181 0.25049685287467582 0.060555698582902551 0.80750645978696312 1.3234420210064843 0.37255392465158388 1.4518550828167915 0.79055784642696381 1.9192800137680026 1.3758247777586801 21.708762226040061 1.6560219036327906 0.42293089396116557 1.9945252332836378 12.566693819375987
leaf_count=46 41 9 61 45 37 28 24 17 196 6 12 5 15 12 33 21 23 7 31 32 23 31 10 28 17 1107 38 21 19 905
internal_value=7.08811e-06 -0.00304859 -0.023405 -0.057777 -0.00677544 9.64348e-06 -0.00341913 0.000552834 0.00101751 0.0152124 -0.00656192 0.018768 -0.00198455 0.00157881 -0.00515843 0.00178437 -0.0114076 0.0367243 -0.000119457 -0.00457457 0.00125833 -0.0217173 -0.0553341 0.0130695 0.0299097 0.00111465 -0.00815574 -0.0159872 0.000101289 0.00444286
internal_weight=59.0787 8.95256 1.16931 0.381265 0.788043 7.78325 6.82515 50.1261 6.31441 1.1023 0.840929 0.530436 5.21211 4.72616 4.04386 3.32305 0.380973 0.130476 47.3483 10.2708 8.94735 3.0379 1.58604 5.90945 3.2951 37.0775 2.61434 0.795485 36.27 14.5612
internal_count=2900 580 152 54 98 428 400 2320 376 99 93 81 277 262 250 217 76 53 2279 217 185 85 54 100 45 2062 55 44 2031 924
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 1 1 2 1 1 2 1 0 0 0 1 1 1 1 0 0 0 1 0 2 0 2 2 0
split_gain=0.00952849 0.124195 0.033082 0.0523871 0.109649 0.058603 0.0494231 0.12671 0.0446562 0.0354098 0.0323257 0.123171 0.0476835 0.0471909 0.167698 0.0659791 0.0591511 0.0275387 0.0447778 0.0419808 0.137583 0.125952 0.0689584 0.0588653 0.0633155 0.0782454 0.125419 0.0529417 0.0704906 0.0525947
threshold=0.42829556000000008 0.42892428370000008 0.54679500610000009 0.54317236010000014 0.54095685760000012 40.878805547300004 0.42067602765000006 0.40367054880000008 41.134354310300004 0.41753240920000007 0.43166372265000008 40.259171735100004 0.4323972336000001 0.54749857790000023 0.55335169605000012 0.55980359870000018 0.43625939340000008 0.50663153795000015 0.52041855035000018 0.45664800455000004 0.56323163980000013 0.56323163980000013 0.57811143375000007 0.45877368940000007 0.59665878265000016 42.467547400400008 0.5810754169000002 42.406961525800007 41.792045663550006 0.57944372925000021
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 7 -4 -8 -1 11 -3 -12 -14 -15 -16 -17 19 -19 20 -18 -21 -23 -24 25 27 -27 28 -25 -22
right_child=1 10 6 5 -6 -7 8 -9 -10 -11 12 -13 13 14 15 16 17 18 -20 21 29 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00030855259454777117 0.090797604174809421 -0.10406395907763771 0.020787947570551853 0.00091731376369626357 -0.033807139292476855 0.041670512562608647 -0.031248047771654377 -0.10941281900082463 0.021220690884866639 0.022135035095013453 0.056180798247118628 0.024968072110386201 0.034630922976909506 -0.10495431312697312 0.030643719355086741 -0.055906467407586251 -0.05892041964212022 -0.10338386331081517 -0.0047345526986759881 0.071338718267396017 0.011913806511637265 -0.046808869417447559 0.060551010320340617 -0.10553190651828744 0.021969857951657089 0.01760809457579262 -0.10759504418634012 0.10228593144365956 0.055860375500895169 -0.028595482469374902
leaf_weight=48.058106914185174 0.15932055375924647 0.1298068336078585 0.1332979170615517 0.8067148544896543 0.97746261932297684 0.62718408776527212 0.30518633210891721 0.17016084330050951 0.34624614685708366 0.71340793030822069 0.16406369028709367 0.17201612456187121 0.40240375248610494 0.150505500670988 0.70318037300967251 0.19636031534778897 0.42005350688123178 0.065922971126758712 0.15234455836111249 0.30958257021848101 1.631040029591077 0.24792265761893251 0.20060547953210051 0.046922671900990753 0.67278232295814111 0.14017228176817298 0.1864037721979912 0.063109874725341797 0.063938465667888522 0.39888521563624468
leaf_count=1626 11 35 37 26 31 26 18 51 24 36 11 23 50 12 37 19 21 70 249 7 103 40 16 55 160 13 34 1 5 53
internal_value=9.70649e-06 0.00356636 -0.000445799 -0.000101738 -0.000644885 0.0187427 -0.0188877 -0.0522206 -0.00336013 1.97422e-05 0.00143416 -0.0305255 0.00298594 0.00154392 -0.000812716 0.00203748 -0.00215667 0.000137906 -0.0345294 0.00186492 -0.00682624 0.0128894 0.00173252 0.0104917 0.00193298 -0.0249985 -0.0538556 0.0291718 -0.0124499 0.00395363
internal_weight=58.8151 6.67734 52.1378 51.1829 49.749 1.4339 0.954891 0.303459 0.651432 48.7715 6.51802 0.301823 6.2162 6.05214 5.64973 5.49923 4.79605 4.59969 0.218268 4.38142 2.44998 1.93144 1.62186 1.37393 1.17333 0.500547 0.326576 0.173971 0.110861 2.02993
internal_count=2900 1025 1875 1745 1693 52 130 88 42 1662 1014 58 956 945 895 883 846 827 319 508 177 331 324 284 268 108 47 61 60 156
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 0 0 2 2 2 0 1 1 0 0 2 2 1 1 0 1 0 2 1 1 1 0 0 0
split_gain=0.00863541 0.0716635 0.0705474 0.156059 0.153359 0.114891 0.226506 0.137203 0.0628231 0.0615685 0.182844 0.104828 0.138031 0.06188 0.0533714 0.0650804 0.0775281 0.0532499 0.100802 0.169279 0.0664934 0.0728223 0.0511514 0.0949649 0.050072 0.105403 0.129529 0.0723671 0.0863449 0.082035
threshold=0.54279811980000015 0.54095685760000012 40.823855932350007 0.54585192060000021 0.54317236010000014 40.036761086100007 0.55671985870000007 0.54585192060000021 40.380906245900007 41.322103772800006 41.558544840500012 0.54910032635000017 0.43590012275000006 0.39745815990000005 0.55754318735000019 0.56167480015000015 41.621607100200002 41.986601436450009 0.43706775245000007 0.44578006650000007 0.57161462230000015 0.45206730335000006 0.56323163980000013 40.922041107600009 0.42019700010000005 0.4211999641000001 0.43706775245000007 0.55754318735000019 0.56167480015000015 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 22 -11 -12 13 -13 -14 -16 -17 -18 -19 -20 -21 -22 -5 -24 -9 -26 -27 -28 -29 -30
right_child=2 -3 3 9 5 6 8 24 -10 10 11 12 14 -15 15 16 17 18 19 20 21 -23 23 -25 25 26 27 28 29 -31
leaf_value=-0.00010864398200710916 -0.099565736270847666 -0.035855509057968069 0.044816529498393487 0.045612653292201988 0.05114838943177219 -0.083314832637171363 0.051753580451230644 -0.054166765953786757 -0.01832645011086018 -0.10749282245664367 0.085656497569535056 0.0078887191855181935 0.041653802729736782 -0.10358350708223514 -0.050004929964200431 0.084879499301787564 -0.052540104939491752 0.063980483105610428 -0.10382338864588468 0.051011420619035179 -0.073106188393964849 0.0036117568581751562 0.047652227216525102 -0.055486810593331361 0.080063517742448284 -0.067649262715140823 -0.084189823175934306 0.074369405000659292 -0.085734362793094682 0.010746390285130067
leaf_weight=48.848589190337762 0.1745787520194434 0.5673316402267109 1.0378357099980347 0.52256321295863006 0.56899711073401782 0.4617117248726571 0.23154747696807476 0.18609169342005127 0.28581554956417676 0.16243712566695512 0.14048747617107471 0.068159223045313744 0.32399114155850872 0.18486500747070522 0.2491158391349021 0.11202614109493003 0.1800494127732154 0.24924859870225224 0.15506227133300887 0.26793858152814198 0.13491906134254339 1.4917593038284165 0.18003133262027404 0.17708231549513442 0.1514963200315832 0.28914523876696296 0.081829594921145943 0.19195591603420303 0.098115219123428687 0.86585653702363841
leaf_count=1735 7 23 30 13 22 16 26 27 37 16 12 23 14 52 14 8 31 5 18 13 23 283 12 30 4 70 6 9 7 314
internal_value=5.26157e-06 -0.000519045 0.00281392 0.00978969 -0.00814924 -0.00347259 -0.0324 0.00816589 0.0130381 0.00188661 -0.00373939 0.000997879 -0.00248266 -0.0735553 0.0032008 -0.00118579 0.003508 -0.000169214 0.00393241 -0.00336965 0.00485184 -0.00275134 0.0256784 -0.00349143 -0.00495133 0.000505411 -0.00738819 0.00668905 0.0131225 0.000926362
internal_weight=58.6406 49.4159 9.22471 5.63757 3.58714 3.41256 0.979075 2.43349 0.517363 4.59974 3.72006 3.55762 3.41713 0.253024 3.16411 2.84012 2.591 2.47898 2.29893 2.04968 1.89462 1.62668 0.879677 0.357114 1.86449 1.6784 1.5269 1.23776 1.15593 0.963972
internal_count=2900 1758 1142 597 545 538 79 459 63 567 512 496 484 75 409 395 381 373 342 337 319 306 55 42 437 410 406 336 330 321
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 1 0 2 0 2 2 0 0 1 1 1 0 1 1 2 0 0 1 0 2 1 1 1 2
split_gain=0.00882025 0.0733743 0.0285636 0.322807 0.210464 0.230152 0.439148 0.182792 0.146312 0.140248 0.232546 0.135576 0.311511 0.477621 0.125318 0.111268 0.0616428 0.054723 0.05281 0.485729 0.154029 0.274736 0.110859 0.30113 0.163291 0.0834808 0.122415 0.0763526 0.207063 0.0632005
threshold=43.45354240915001 43.542456167850005 0.48543456785000005 43.061965423550006 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.49128768600000011 43.19689381845 0.48368312325000012 42.852084787850011 42.674081447500008 0.50356276755000018 0.51818807820000012 0.34581299960000006 0.35877668335000007 0.36501901140000009 0.54317236010000014 0.34560342505000002 0.34548366815000003 41.872669623500009 0.47760546090000006 0.48119816770000007 0.34581299960000006 0.47943175355000006 41.468518788800004 0.34536391125000004 0.34479506600000004 0.34458549145000011 40.532725462000009
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 -6 -7 -8 11 10 18 15 -13 -14 -5 -9 -17 -15 19 20 25 27 23 -20 -25 26 29 28 -22 -1
right_child=1 -3 4 14 5 6 7 8 -10 -11 -12 12 13 17 -16 16 -18 -19 22 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0049744728921183451 0.051408010997818082 0.0012008049588445495 0.030744763622527999 -0.10351895121170174 -0.068182661695051813 0.10594633650443178 -0.037139984853236614 0.024744903324508027 0.048384730171259702 -0.039880627862156334 0.053085800306884673 -0.11059499938315825 0.091285713194424745 -0.10520858337173684 -0.016133894153565333 -0.026627009522176816 0.00016146808737824099 -0.03217160885010048 0.068699730211395332 -0.094178483930364626 -0.027833723067543992 -0.10615434170179372 -0.0076917279764881462 0.025900871788905291 -0.037386530479774631 0.025693233834571401 0.040409747251790057 -0.031761641872273837 0.08550933370710051 -0.0125773826479022
leaf_weight=4.3889766727384405 0.30064527651484141 9.1484780710133844 2.264789005508649 0.43186762169049941 0.5005184337496783 0.38743204530328768 1.3496472358529015 1.8268153876997626 0.62611133518885154 0.88700085419702546 0.81403511399686479 0.36369821982225292 0.333235677506309 0.21183019627474664 0.26469719375336354 0.89795127487741666 19.795567275056626 0.1989166093335939 0.89024135379077174 0.58290284933900771 0.41931558179951334 0.36001564550315368 2.5408921435155207 0.87603101510231851 0.76257295004324988 1.4965445534198796 0.69718061806634146 0.6727684506188325 0.26182290725409985 3.8520580166689342
leaf_count=186 22 726 25 52 6 6 22 36 32 20 35 12 9 26 14 25 1188 45 21 23 47 34 33 79 18 42 11 33 4 68
internal_value=1.07166e-06 0.00279826 -0.000538827 -0.00342093 0.0014856 -0.00101578 0.000277669 -0.00132129 0.000671878 -0.00103178 0.000819325 -0.000592449 -0.0347477 0.00233048 -0.0703123 0.0010875 -0.00100096 -0.0698382 -0.00157076 -0.0050078 -0.000729319 -0.0285125 0.00706062 0.0218832 -0.0035518 0.00383411 0.000174188 -0.00786689 0.0157342 -0.00322969
internal_weight=58.4046 9.44912 48.9554 20.1989 28.7565 26.4917 25.9912 25.6038 24.2541 19.5024 18.6154 23.628 1.10768 0.743982 0.696565 22.5203 20.6935 0.410747 17.8013 12.7316 12.1487 1.71392 5.06974 2.52885 1.6386 10.4348 8.93822 1.35391 0.681138 8.24103
internal_count=2900 748 2152 720 1432 1407 1401 1395 1373 654 634 1341 92 80 66 1249 1213 71 599 448 425 118 151 118 97 307 265 84 51 254
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 1 0 0 1 1 0 0 1 2 2 0 0 1 1 0 2 1 2 2 1 2 2 0 1
split_gain=0.00973238 0.049869 0.119097 0.138594 0.113582 0.267189 0.111049 0.0596701 0.174013 0.0402053 0.047175 0.0394316 0.062297 0.266305 0.167357 0.241513 0.183868 0.068008 0.0800961 0.1886 0.249601 0.0589291 0.339488 0.287481 0.273008 0.209597 0.0870423 0.211777 0.185205 0.0496433
threshold=0.47727612945000003 0.34512439750000007 0.34500464060000008 0.47648274005000008 41.755948821900006 0.34536391125000004 0.34524415440000006 0.47706655490000011 0.46594413340000007 0.34427112960000006 0.34482500525000009 0.48101853240000009 0.48543456785000005 0.34566330350000002 41.726652433350004 40.823855932350007 0.48140774230000011 0.48607826115000008 0.34632196640000007 0.34692075085000007 0.4901499955000001 40.621691032550004 0.34530403280000005 41.726652433350004 41.395309858300003 0.34527409360000011 43.279086095950007 42.131954243650007 0.47778509625000004 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 5 -3 -6 8 -8 -2 -11 21 14 -14 15 -13 -16 -15 -19 -20 -21 25 24 -24 -23 -12 27 -25 -29 -22
right_child=9 4 -4 -5 6 -7 7 -9 -10 10 11 12 13 17 16 -17 -18 18 19 20 29 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.00075152503420709404 0.037653718929981261 -0.12836161401860219 0.044534921530138133 -0.053916518905450087 0.063107584910909328 0.0027810863014068516 0.01716319837340971 0.03247929257632564 -0.10505756053797982 -0.012350749391673837 0.050914889407917607 0.0037774188859794897 0.049628250594753572 0.034805842636112583 0.034464271108968214 -0.052845707836813194 -0.013283667920511208 -0.029861380879235695 0.05959067774078608 -0.079844425848056289 0.019379850062558681 -0.079741617269700041 0.062046129544362727 0.020242108476764453 -0.0023320592884719855 -0.012265303401316196 0.021756486714955718 -0.0025440973624137504 -0.10887650955548644 -0.00077191641199485022
leaf_weight=6.2204521113200686 0.29030611354715929 0.26537376636293053 0.56356086565290286 0.50109885135367438 0.23220912107353797 0.37473898436971798 0.26841095323610631 0.17473696501838276 0.20581538156897494 2.7682627406902602 1.1405470022000366 1.4179593200324228 1.1128894488792855 0.54633181169628997 1.3607947626151147 1.606936623342335 1.9798677465878425 0.91915295086801663 0.52369126980193215 0.39563848196030349 1.2799368295818627 0.73514076384890348 1.1275466565275567 0.78308030404150508 1.1981625499502113 0.97303448227467004 1.1829284131526945 0.32103569153696299 0.33445091696830787 27.222737627103854
leaf_count=376 16 14 12 24 10 52 33 11 48 41 15 24 14 8 15 22 37 11 8 19 17 13 20 10 36 32 20 6 38 1898
internal_value=1.20129e-06 -0.00306054 0.000378231 -0.00332404 -0.0195281 -0.0515872 0.00376069 -0.0174745 -0.0358809 0.000549001 0.000328856 0.00108923 -0.000228238 0.00156898 -0.00926307 -0.0263029 0.00616611 -0.000162614 -0.000792266 0.000115862 -0.000961932 0.00757288 0.00227043 0.0198229 -0.0317671 0.0218285 0.00166202 -0.0148616 -0.0567984 0.000133016
internal_weight=58.0268 8.8064 7.28511 6.72155 1.52129 0.640113 0.881172 0.648963 0.474226 49.2204 48.9301 46.1619 38.3659 32.0004 6.36556 3.0249 3.34066 30.8875 30.3412 29.422 28.8983 7.79593 5.68235 3.74904 1.9333 2.11358 2.6215 1.43857 0.655487 28.5027
internal_count=2900 580 412 400 168 66 102 92 81 2320 2304 2263 2073 1975 98 46 52 1961 1953 1942 1934 190 143 94 49 47 74 54 44 1915
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 2 2 2 0 1 2 2 0 0 1 2 2 0 2 1 1 0 2 1 1 2 0 2 0
split_gain=0.00856926 0.124172 0.0801259 0.0498127 0.221406 0.544697 0.0918896 0.27658 0.138709 0.0553389 0.0510656 0.0385894 0.0732993 0.0493478 0.125064 0.0873421 0.0403696 0.0889581 0.0541958 0.0357489 0.0956146 0.0838621 0.101653 0.284662 0.108387 0.0710585 0.0625842 0.0354396 0.0775095 0.0725297
threshold=39.420767558750008 39.268993001500007 39.530201452500002 38.994321257850011 0.52266399210000014 0.39078171310000004 38.703421923500009 38.592454371550012 38.512991772500008 0.42314601355000009 0.33960061075000009 38.318569170500005 38.175120519550006 0.47796473160000008 0.47440196400000006 0.36449507500000006 37.511241581900002 37.737818700150008 0.52215502530000013 36.921550069850007 0.36501901140000009 0.36543816055000006 0.49967066855000003 36.82350895510001 0.38185982460000006 0.37982395740000008 37.272044000450002 0.52877159370000015 36.173488152900006 0.52975958800000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -6 7 8 9 -1 -11 12 13 14 -12 -15 19 -18 -19 20 -17 -22 -23 24 -24 -21 -27 28 -26 -29
right_child=2 -3 -4 4 5 -7 -8 -9 -10 10 11 -13 -14 15 -16 16 17 18 -20 25 21 22 23 -25 27 26 -28 29 -30 -31
leaf_value=-0.077222359307469554 -0.027361805667030965 0.036955941972254699 2.9198454822470905e-05 -0.0413882718836351 0.10682651891075651 -0.04565486392908373 0.025153699166014266 -0.11368244725955756 0.079578977008977855 0.043491493760170891 0.020494817163683586 -0.023704896195980485 0.039843220367179466 0.043417465088235685 -0.065907948007856085 -0.049898491140488936 0.070790448432991107 -0.05006925017000511 0.017487365979792429 0.010352193376773669 0.034613304626438947 -0.054500730956202607 -0.059576643885224316 0.10230487669675921 0.02507652320884764 -0.014776489246100711 -0.082388057021042682 0.10185914793000508 -0.061029294724028883 -0.0035378398606501216
leaf_weight=0.093910172507188139 1.0942332834495108 0.95591140515171069 44.486882509819225 1.2661595650715765 0.42374417185783375 0.52393882906812905 1.5174570602404172 0.21473790950517457 0.2204614455154682 0.26056506403256108 0.30196631439639876 0.70826993031832319 0.44891332126962868 0.44816776496054433 0.37626867590006441 0.35713401669636402 0.22498822149815101 0.17362102619699726 0.37573545038004674 0.35402198880910862 0.70228518871590528 0.34985935519216571 0.37509532234253129 0.24981794822087966 0.24732973140544345 0.28624917266643024 0.2624109282400795 0.10176587104797363 0.18108184491939028 0.18217104518600213
leaf_count=70 24 24 2024 19 3 38 48 12 12 19 39 35 24 21 7 9 28 8 47 4 5 9 20 7 36 31 19 2 9 247
internal_value=1.35413e-06 0.00235714 -0.000628358 -0.000588445 -0.0140287 0.0225252 0.00271239 -0.00183003 0.00146833 -0.000970252 5.74656e-05 -0.0016299 0.000976433 -0.00216734 -0.0274394 0.001351 -0.00291091 0.0178274 -0.00386352 -0.00731147 -0.00163726 0.00557614 -0.00651094 0.00604432 -0.0160696 -0.0245761 -0.0471135 0.00683958 -0.0113189 0.0342375
internal_weight=57.7652 12.184 45.5811 11.2281 2.21384 0.947683 9.01428 7.49683 7.28209 7.06163 6.96772 6.70715 5.99888 5.54997 0.678235 4.87173 4.42357 0.774345 0.549356 3.64922 2.74654 2.38941 1.68712 1.33726 1.08744 0.902682 0.54866 0.712348 0.428412 0.283937
internal_count=2900 852 2048 828 60 41 768 720 708 696 626 607 572 548 46 502 481 83 55 398 344 335 330 321 314 54 50 294 45 249
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 2 2 0 0 1 1 1 0 1 1 0 1 1 1 1 1 1 1 0 0 0 0 1 2
split_gain=0.00831422 0.0533703 0.0221904 0.0321467 0.0293944 0.0157866 0.0125724 0.0799941 0.0614552 0.0882759 0.0467788 0.0379846 0.0449348 0.0333036 0.0364018 0.0183496 0.108718 0.0568984 0.0562893 0.0290662 0.0214066 0.0539966 0.0523522 0.0346983 0.0606903 0.0496417 0.0456841 0.262128 0.0312594 0.093153
threshold=0.31063441215000004 0.39672464895000009 0.39614083410000006 49.110028829250005 0.30949672165000003 0.37331217625000007 49.110028829250005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.50525433370000017 0.61532588845000014 0.48363821445000005 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.47777012665000013 0.59210802070000013 0.42829556000000008 0.43033142720000012 0.42892428370000008 0.46208197360000008 0.54749857790000023 0.55481871800000016 0.56055207925000017 0.56276758185000009 0.42194844465000009 41.941595803500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 15 -8 -9 -10 -11 -12 13 14 -13 20 -17 -18 -19 -20 28 22 -22 24 -23 -26 -27 -28 -2 -30
right_child=6 -3 -4 -5 -6 -7 7 8 9 10 11 12 -14 -15 -16 16 17 18 19 -21 21 23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.014515703424785191 -2.6036193112157488e-06 0.053071100218127568 -0.10488413861034332 -0.10364132277050578 0.10106192848266285 -0.10063251485461965 -0.072466277375947255 -0.1042556214573027 0.088635571961239959 -0.10146430043939347 0.10129330720504411 -0.10061958233680784 -0.10098164585583864 0.060815250537785373 0.0076455692283360285 -0.10266236382391927 -0.10767478701776437 0.062636162495166695 -0.0018907128462735897 -0.10427250265627959 0.088914103586847454 0.038983612499151749 0.0090140054978238744 0.029483579165563458 -0.042385776850485696 0.023210701289131913 -0.10732123657592885 0.0035378559443313543 -0.046151730319919357 0.021736472030585374
leaf_weight=0.037607265432593517 49.599713906384039 0.17540592423711132 0.030525547917932272 0.027063904155511409 0.030032001435756683 0.017421816482357855 0.17346625687286987 0.047167543321847916 0.12399202212691307 0.047173426541363028 0.0364084392786026 0.039199957822063425 0.043478987559410598 0.084105561992146249 0.14948384805393289 0.12010158293358353 0.04547952190236626 0.14611801524137746 0.46899078020930873 0.029472128863938352 0.15096439573926268 0.38441212312841333 0.17952372686472273 0.47359725353908277 0.29097547595927142 0.71626386249275276 0.23076121427584473 2.8172443075938904 0.51262637436195646 0.33368596193759004
leaf_count=11 1627 20 3 3 1 89 29 2 3 27 1 68 53 13 29 65 20 21 320 56 11 31 35 22 21 44 11 208 28 28
internal_value=6.44721e-06 0.0161298 -0.029294 -0.00871485 0.0214879 -0.0219394 -8.3136e-05 -0.0129936 0.00507358 0.0149177 -0.00794188 0.00456752 -0.00656744 0.00848093 -0.014847 8.69793e-05 -0.0148544 0.000428099 0.00805549 -0.00794414 0.000304344 0.0063854 0.0455117 0.00375358 0.00100885 -0.00259092 0.000485197 -0.00485517 -0.000327768 -0.0193846
internal_weight=57.5625 0.318056 0.142651 0.112125 0.0850611 0.0550291 57.2444 0.744476 0.57101 0.523842 0.39985 0.352677 0.316268 0.272789 0.188684 56.4999 0.810162 0.69006 0.644581 0.498463 55.6898 5.24374 0.330488 4.91325 4.43966 4.05524 3.76427 3.04801 50.446 0.846312
internal_count=2900 127 107 104 101 100 2773 225 196 194 191 164 163 110 97 2548 482 417 397 376 2066 383 46 337 315 284 263 219 1683 56
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 2 2 1 1 0 1 2 2 2 2 0 2 1 0 1 1 0 1 0 0 0 1 1 2 0
split_gain=0.00800915 0.0697381 0.189364 0.115915 0.0669157 0.0941783 0.14751 0.0979304 0.109184 0.166146 0.0362318 0.0305112 0.0855594 0.046984 0.0449079 0.382427 0.135975 0.153415 0.158241 0.0804401 0.11744 0.0876808 0.0655563 0.0643113 0.0429834 0.036763 0.0341918 0.188991 0.0332506 0.0321386
threshold=0.54279811980000015 0.41917906650000009 0.40367054880000008 0.42067602765000006 0.41808628485000005 38.938637541200009 39.945535567850008 0.41917906650000009 0.42829556000000008 0.54017843775000018 0.39513787010000007 38.386256906100009 38.938637541200009 37.962710038050005 41.134354310300004 0.55671985870000007 41.322103772800006 0.42440346100000009 0.55041765215000005 0.46208197360000008 0.46613873835000008 0.56704889075000009 0.43625939340000008 0.6329151821500002 0.55754318735000019 0.55892039160000018 0.43706775245000007 0.44578006650000007 41.811877919650009 0.56793209785000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -3 -1 -6 -7 -8 -9 -10 -2 13 -13 25 15 -14 -16 -18 -19 21 -21 -17 -20 -22 -24 -5 -26 -28 -29 -30
right_child=1 3 -4 11 5 6 7 8 9 -11 -12 12 14 -15 16 19 17 18 22 20 23 -23 24 -25 26 -27 27 28 29 -31
leaf_value=-2.1215914107688744e-06 -0.025125778007091239 0.034632072278166282 -0.10459639640813148 -0.0744438949732915 0.049872019854581173 -0.11438857691293147 0.073162909042959079 -0.076550281979763671 -0.10167493614000589 0.10180247709084236 0.043201233398303451 0.042177552203182297 -0.083899296232095188 -0.10346801010319986 0.071057065474372058 -0.022689464521073305 -0.091964636296087962 0.068690874220299986 -0.050021586627204129 0.1018457387350411 -0.10139952729397091 0.025646372869602047 0.046044044060452746 0.084913431099156333 0.025198755462278084 0.010996269754076518 -0.10317354986970002 0.041576130569134499 -0.0402004248570706 0.0025186318192369269
leaf_weight=47.67117581283749 0.12825214973599486 1.140962574142576 0.21601640204609929 0.067091840823139015 0.13165606274287966 0.20345493592321873 0.10323095909552649 0.2572944493185787 0.063772970667823614 0.10823675955180079 0.19653381719399476 0.48684555229257842 0.56622889242135022 0.067780638320997788 0.28996388157224817 0.7573191788378606 0.17309910788026206 0.34609452052973244 0.26593083281113683 0.19660540111362923 0.055896254198728457 0.7439562460531306 0.20451087656147171 0.027711994600018386 0.40929948748089406 0.20193774651930907 0.18484885049838373 0.19487545806025286 0.19555204425705586 1.7713218717788093
leaf_count=1643 23 28 59 25 14 4 7 19 67 4 26 36 29 27 16 35 16 9 19 5 55 38 12 37 10 244 24 31 11 327
internal_value=2.33119e-06 0.00276202 -0.0320384 0.00501652 -0.000503035 -0.0280248 -0.0419592 -0.0142876 -0.035316 0.0263628 0.0162201 0.000327906 0.00176859 -0.0290583 -0.00131339 -0.0123102 0.0050842 -2.31503e-05 0.00443179 0.0104437 0.0596284 0.00126333 -0.00246138 -0.039646 0.00181091 -0.0103112 -0.00147156 -0.00612347 0.00217518 -0.00172861
internal_weight=57.4275 8.88864 0.540802 8.34783 48.5388 0.867646 0.73599 0.532535 0.429304 0.17201 0.324786 7.20687 6.87006 0.33681 6.38321 2.34772 4.0355 3.74553 3.57243 1.78149 0.280214 1.50128 3.22634 0.0836082 2.96041 0.26903 2.7559 2.3466 2.16175 1.96687
internal_count=2900 1142 108 1034 1758 115 101 97 90 71 49 1006 710 296 674 199 475 459 443 170 97 73 434 92 415 269 403 393 369 338
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 1 1 0 2 1 0 1 2 2 0 0 2 1 2 1 2 0 0 0 0 1 0 2 0 2
split_gain=0.008032 0.0381324 0.0868998 0.0771982 0.0670848 0.0831172 0.0261 0.0213325 0.018437 0.158901 0.166892 0.124071 0.0138951 0.0417833 0.012059 0.182842 0.141314 0.123901 0.319498 0.15103 0.532252 0.118051 0.122544 0.0981361 0.184539 0.0940755 0.0971047 0.0741319 0.0608733 0.122446
threshold=35.461062230100005 0.49850303880000008 0.36597706655000006 0.51243974730000008 35.337501601400007 0.34392682850000006 0.38906020780000011 0.52215502530000013 36.372781240150012 0.36543816055000006 0.50482021495000018 0.38991347565000006 33.96174662340001 32.483642351600004 0.5025747732000001 0.50300889195000009 37.797539186950011 0.36000419150000007 40.742467179200005 0.34744468730000005 42.564639561200003 0.50579323975000012 0.50749977545000013 0.49967066855000003 0.48119816770000007 0.34692075085000007 0.48607826115000008 37.064694648750013 0.48271009850000007 41.093509583400007
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -5 -8 9 -2 -11 -12 13 -1 16 -16 -10 19 -19 25 -21 -17 -23 24 -20 26 28 -24 -18 -30
right_child=8 2 3 6 -6 -7 7 -9 14 10 11 -13 -14 -15 15 21 17 18 23 20 -22 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10090108711796671 0.032158194616125672 0.089768726565225554 -0.084681332575866686 -0.010371452796157282 0.055663859479335553 -0.082397742731287527 0.10102701336089093 0.025963371916180839 0.035297771690890156 -0.12066702422399014 0.10051402340083976 -0.10117236519072646 0.049884926163723947 0.073397038450985261 -0.045837224958438338 0.036635798625507005 -0.00032888733383823455 -0.10871623679396708 0.017419328672546218 0.047388632209038634 -0.038287966977707678 -0.054156567291412654 -0.039802017168381783 0.058003924470631602 -0.10533477782360066 -0.037322890193608842 0.016990077270096601 0.00065002586384501715 0.0078479544389247723 -0.030670127089948675
leaf_weight=0.028185058386490547 0.33498528292966501 0.15513553144410253 0.08241523418109864 0.12564347939769505 0.10389460169244558 0.1754780791325814 0.054859642820701993 0.12218051867862489 1.176032413718654 0.2075925983954221 0.080381074920296669 0.049152529606891981 0.07734324736520648 0.026861271624511573 0.90277348800987312 0.84949562263614353 20.354446309918707 0.37055995573095291 0.41734306896273665 2.3613638271390296 1.0464055557519598 0.43111870035500288 0.46365042385102739 0.23326628357767731 0.17332859657339128 0.70413283520610903 2.8980169501155606 19.771963072944448 1.4052066812291735 1.999888152698986
leaf_count=37 20 10 10 11 5 38 4 184 44 5 6 53 9 4 10 41 663 21 38 54 22 10 58 11 31 11 38 1401 17 34
internal_value=-2.64021e-06 0.00910589 0.0265787 0.00112279 -0.0138185 -0.0372663 0.0244857 0.0492234 -0.000156848 -0.01662 -0.0650885 0.0239826 0.0225539 -0.0158478 4.2311e-05 -0.0017489 0.00125405 1.50036e-06 -0.0315976 0.0012282 0.0210804 0.000100952 -0.00140079 0.00308599 -0.018602 -0.00124429 -0.00029131 -0.000276835 -0.00239917 -0.0147746
internal_weight=57.1831 0.951997 0.540234 0.385099 0.411762 0.307868 0.302684 0.17704 56.2311 0.672111 0.337126 0.129534 0.13239 0.0550463 55.559 22.419 33.14 31.964 1.1945 30.7695 3.40777 21.5162 20.6667 0.823938 0.590672 27.3617 26.6576 20.2356 23.7595 3.40509
internal_count=2900 312 219 209 93 88 199 188 2588 84 64 59 50 41 2504 1520 984 940 101 839 76 1510 1469 80 69 763 752 1459 714 51
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 2 0 0 0 2 0 0 0 2 0 2 1 0 1 1 2 2 1 0 0 0 1 2
split_gain=0.00940313 0.0981137 0.137522 0.0598906 0.152914 0.0692551 0.0611033 0.048217 0.0359057 0.187905 0.185974 0.146832 0.141053 0.17065 0.120578 0.0920199 0.0791206 0.0716734 0.155431 0.148624 0.115383 0.0881007 0.0700174 0.151712 0.140288 0.06501 0.0535577 0.0448247 0.0448097 0.0415553
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 42.564639561200003 0.4901499955000001 42.654057868200006 42.674081447500008 42.233786329550007 0.51589772760000019 0.50356276755000018 0.52290350590000012 43.19689381845 0.49320379630000005 0.48759019190000008 0.48607826115000008 43.32600771660001 0.48119816770000007 43.933728833200007 0.38780276035000005 0.53592706805000012 0.39167988980000007 0.39685937550000011 43.45354240915001 43.061965423550006 0.34581299960000006 0.54191491270000014 0.47715637260000004 0.54317236010000014 0.34479506600000004 48.315732392000008
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 12 -10 27 13 14 16 -11 22 19 -19 -13 -20 -22 23 26 -25 -21 -8 -12 29 -24
right_child=3 2 -4 5 -6 6 8 -9 10 15 11 17 -14 -15 -16 -17 -18 18 20 25 21 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012068686090872883 -0.0091537843163786419 -0.062636173578345597 -0.0047794166865982078 -0.033506091327145097 0.058003905218684197 0.03653110342592461 0.019196496373015202 0.032012610438817639 -0.10878891335045393 0.089871831731295065 -0.10498688348342743 0.081378853151108474 -0.045324241701565765 0.058939956281528566 -0.047284501415335349 0.018468518247983064 0.025465888562270413 -0.10779386036080885 0.075430416382920473 -0.038787553520655341 -0.10361141748000145 -0.0018895294836002254 -0.03352879244913156 -0.12037813236635611 -0.014306679621278729 0.026929177710990182 -0.024068976655955025 -0.032639449857627199 0.016012734554981353 0.0012423455086368832
leaf_weight=38.221963215590094 0.72870985329587046 0.59921216741739058 1.3067870875311767 0.58589227246534292 0.63404125325178029 0.48306713027022752 0.65484944456845517 0.47274610796028937 0.17429356920217154 0.3457502899400432 0.15512363819547692 0.32572438317583907 0.64773635954356557 0.51397292548790652 0.51538717112180155 0.37759860232006304 1.2715211692398041 0.14063018836304797 0.18864326181937974 0.27106596133671701 0.088973352992070764 1.9778995058956264 0.40169446387298569 0.24148358397462022 0.25779901699434049 0.33852711113195255 0.50811911171331303 0.19118727460971741 1.9431321140709767 2.38095039974408
leaf_count=1690 23 33 44 33 21 11 41 22 31 11 22 18 43 15 15 35 25 21 8 9 29 346 84 47 14 38 22 45 62 42
internal_value=-3.82158e-06 -0.000819126 -0.0229685 0.00202153 0.0220924 0.000195785 0.00156748 0.000271896 0.000353437 0.00349709 -0.00785647 -0.00307317 -0.000306986 0.00304894 -0.000465031 0.0525983 0.0026853 0.00336902 -0.00579497 0.0268458 0.000564609 -0.00626838 -0.00184911 -0.0195017 -0.0656093 -0.00229289 0.000293136 -0.0650462 0.00436002 -0.00377711
internal_weight=56.9445 40.6007 1.906 16.3438 1.36275 14.981 14.3951 38.6947 13.9121 10.06 3.85207 3.67777 9.33665 8.68891 8.17494 0.723349 7.65955 3.33146 2.39615 0.935317 2.25552 2.06687 6.38803 1.66225 0.499283 0.609593 1.16297 0.346311 4.72578 2.78264
internal_count=2900 1789 77 1111 44 1067 1034 1712 1023 456 567 536 410 367 352 46 337 469 404 65 383 375 312 124 61 47 63 67 188 126
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 1 0 0 0 1 1 2 2 0 0 0 2 2 0 0 2 0 1 1 0 0 1 1 2
split_gain=0.00919805 0.0469765 0.0979229 0.112143 0.0949845 0.235705 0.0957926 0.0514037 0.152622 0.0332596 0.0289926 0.196052 0.20714 0.336199 0.179971 0.176871 0.124641 0.106243 0.100348 0.0356029 0.0562159 0.0386002 0.718025 0.43423 0.608808 0.207143 0.15867 0.294712 0.322304 0.0825513
threshold=0.47727612945000003 0.34512439750000007 0.34500464060000008 0.47648274005000008 41.755948821900006 0.34536391125000004 0.34524415440000006 0.47706655490000011 0.46594413340000007 0.47778509625000004 0.34569324270000007 0.34554354660000003 41.495754733000005 41.811877919650009 0.48015029490000011 0.48041974790000003 0.47976108500000009 41.028010303750008 39.646013290900008 0.48077901860000011 0.48101853240000009 41.726652433350004 0.48181192180000004 0.3459626957000001 0.34620220950000008 0.48140774230000011 0.48320409570000006 0.34632196640000007 0.34692075085000007 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -2 11 12 15 -14 -15 18 -12 -17 -11 -18 -21 22 -22 -23 -25 -26 -24 -28 -29 -27
right_child=9 4 -4 -5 6 -7 7 -9 -10 10 16 -13 13 14 -16 17 19 -19 -20 20 21 23 26 24 25 29 27 28 -30 -31
leaf_value=0.00061508726842494541 0.011272181571206918 -0.12508178836934439 0.040845234436129432 -0.049282487657451905 0.058603575938450461 0.0011164216572361245 0.013177032671301051 0.029127268948990488 -0.10442420883768558 0.018354731241916156 0.041516096000892309 -0.041735409855536934 -0.089135517952314391 0.038322187033310369 -0.022380917182647089 0.011245292146097263 -0.023722982339176774 0.048156076659390784 -0.02281386462177859 0.040113405603523798 -0.15182965101579166 0.051537090748843661 0.049881511725996204 -0.13965218638684371 0.10336530161455214 -0.0077923783690259808 -0.063789675678135094 0.10316537547148691 -0.00083522536192331498 0.0097775880869481503
leaf_weight=6.1486942793482688 2.721623651101253 0.24600539687435785 0.55064474249866169 0.4860181497417243 0.22335836315141933 0.37149765336863583 0.26824223019936255 0.17074174641311402 0.18748814039332728 0.92474416503682588 0.75163000820611969 1.2604797943495203 0.58330374793149564 0.6964211664788994 1.6351496779930128 1.7943966521415862 0.60341000033076753 1.3792011060286311 1.6458253475866511 0.35955520253628392 0.31639318868110677 1.713711529970168 0.6179597875780044 0.3144516246393313 0.19588380726054211 6.3411140575284559 0.73310734704137104 0.30284593137912708 18.562818724081453 4.6242130734741522
leaf_count=376 41 14 12 24 10 52 33 11 48 17 31 32 11 37 37 27 15 18 38 4 6 15 9 7 2 310 8 7 1067 581
internal_value=-5.18974e-06 -0.00300668 0.00032302 -0.0030401 -0.0193118 -0.0491593 0.00237597 -0.0176711 -0.0352043 0.000534991 -0.000109294 -0.00488796 0.000475846 -0.0212362 -0.0042494 0.0114936 0.00122835 0.0272862 -0.00800375 0.000355317 0.000781614 0.000362252 -0.00234931 0.00458359 -0.00242818 0.00143792 -9.93406e-06 -0.00158304 0.000834271 -0.000382908
internal_weight=56.7309 8.65269 7.18536 6.63471 1.46733 0.617503 0.84983 0.626472 0.45573 48.0782 45.3566 9.91952 8.65904 2.91487 2.33157 5.74417 35.4371 3.1736 2.57057 34.6855 34.0821 33.7225 20.5331 13.1894 11.4757 11.1612 20.2167 19.5988 18.8657 10.9653
internal_count=2900 580 412 400 168 66 102 92 81 2320 2279 217 185 85 74 100 2062 45 55 2031 2016 2012 1097 915 900 893 1091 1082 1074 891
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 0 1 1 2 0 2 1 2 2 2 1 0 1 0 0 1 0 2 2 0 2 2 1 1
split_gain=0.00824533 0.0302644 0.0284878 0.0146463 0.0309977 0.0312122 0.0206712 0.0120795 0.0850053 0.0424032 0.078474 0.0695889 0.0660083 0.220163 0.0685976 0.0591261 0.072394 0.0788136 0.0505477 0.0656496 0.0864937 0.0732606 0.0676717 0.0918689 0.0711931 0.0644791 0.0472953 0.0781301 0.0638316 0.186367
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.49901200560000009 48.315732392000008 0.63075955810000017 0.42019700010000005 0.42067602765000006 38.938637541200009 0.56424957340000015 37.511241581900002 0.42829556000000008 41.134354310300004 42.297164883650005 38.512991772500008 0.4211999641000001 0.55892039160000018 0.42970270350000012 0.55335169605000012 0.55892039160000018 0.4323972336000001 0.56501302355000016 39.468990633150007 40.580626202750004 0.54475913895000005 40.922041107600009 41.792045663550006 0.43706775245000007 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=7 -2 3 -3 -5 6 -6 -1 -9 10 15 -12 13 -11 -15 16 -10 -18 -14 25 -21 -22 -23 -24 -25 -20 -26 -28 -29 -30
right_child=1 2 -4 4 5 -7 -8 8 9 12 11 -13 18 14 -16 -17 17 -19 19 20 21 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.00046853806921486426 -0.10236979397244846 -0.030576845131984581 -0.10115151529517992 0.071102806476930097 0.025248418344277969 0.017105088681976566 -0.10204925947549784 0.046941217652720434 0.075185895602289499 -0.079267959680419775 0.03737294852512893 -0.1019611231026652 0.055706562957961905 0.053137680675888616 -0.01628495795048571 0.070777471718393589 -0.058167618756830325 0.039036121092496968 0.0053138102640935764 0.043838475252142434 0.058333692532813314 -0.025509726636548498 0.055770782981142797 -0.062014339372592764 0.047047531924911068 -0.068220175996177954 -0.061498677783270561 0.053151693358375086 -0.10269664029859107 0.0093642321246036175
leaf_weight=48.527157731005062 0.03519361880872085 0.10874999248613904 0.029343821818242022 0.068942213896661997 0.017861877913929902 0.16818478945788229 0.044628277979192887 0.43145485542481665 0.1331266686320306 0.43053099328244548 0.060645632430842644 0.087651134643238038 0.17464647920905907 0.26140318997204304 0.3124757984523967 0.28222621919121593 0.17564169483554792 0.15885405917967432 0.22200673592032938 0.50228115847312427 0.20255495863966677 1.0104648896776782 0.31292254278241705 0.18171014527638396 0.22046411793962795 0.25762013709754683 0.19729562512574705 0.23698037024587382 0.16605545952393175 1.3965640568753768
leaf_count=1785 23 26 129 3 14 19 113 11 3 20 116 43 25 9 33 7 43 17 53 27 5 46 22 32 24 15 40 6 35 156
internal_value=-5.26615e-06 -0.0131542 -0.00598089 0.000857734 0.0122673 -0.00531693 -0.0656631 0.000105886 0.00386489 0.00120378 0.0214869 -0.0449808 -0.00178953 -0.0252144 0.0153372 0.0346322 0.0128173 -0.012005 0.00284058 0.00095898 0.00476608 -0.000233989 -0.00342091 0.00480919 -0.00183798 -0.0341832 0.00309341 -0.00175928 0.00479013 -0.00254418
internal_weight=56.4156 0.472905 0.437711 0.408367 0.299617 0.230675 0.0624902 55.9427 7.41558 6.98412 0.898145 0.148297 6.08598 1.00441 0.573879 0.749849 0.467622 0.334496 5.08157 4.90692 4.42729 3.92501 3.72246 2.71199 2.39907 0.479627 2.21736 1.9969 1.7996 1.56262
internal_count=2900 327 304 175 149 146 127 2573 788 777 229 159 548 62 42 70 63 60 486 461 393 366 361 315 293 68 261 237 197 191
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 0 2 2 1 1 0 2 2 2 0 0 1 1 1 1 1 2 1 1 1 0 1 2
split_gain=0.00817959 0.097216 0.0340935 0.0333975 0.0313014 0.0322848 0.0393505 0.0224093 0.0219281 0.0332891 0.0324931 0.0397825 0.0445293 0.020293 0.0351052 0.0199154 0.0158637 0.0140274 0.0296959 0.0137531 0.0680075 0.0411384 0.0877371 0.112582 0.0585598 0.106599 0.0597337 0.0673732 0.121628 0.228941
threshold=0.46613873835000008 0.47106374065000006 0.57811143375000007 0.47777012665000013 0.57995269605000022 0.61532588845000014 0.50064369330000014 0.5810754169000002 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 0.68186581240000022 42.541806567400009 42.508878681700004 43.633733172900008 0.63075955810000017 0.6777042603500002 0.52332265500000019 0.42019700010000005 0.42067602765000006 0.40621538280000008 0.41753240920000007 43.968221017800005 0.39971857130000005 0.4019490434500001 0.39584144190000009 0.52161611930000007 0.39904493880000008 43.633733172900008
decision_type=2 2 2 2 2 2 2 2 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 15 -5 7 16 -6 9 10 -8 12 17 14 -9 -4 -7 18 -12 21 -21 24 23 -23 26 -26 -1 -28 29 -29
right_child=1 2 3 4 5 6 8 13 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00015746627528296134 -0.10507900333520795 -0.10168449703122664 0.013739562639987411 0.084625178132746004 -0.0060425919916734724 0.053473765574563376 -0.076029349407015348 -0.1007607854217859 -0.10098485179624982 0.089892660512976216 0.078214754901138162 -0.10397234497696564 -0.10130643976688103 -0.10186206927739455 0.10055324318975654 0.087661189593040589 0.0067179058489999144 0.099905673350855526 -0.10044004651736536 0.043305206074223758 0.0017958842645239932 -0.10295716043218801 -0.004557086959372009 0.013891386972839845 0.069246534987789751 -0.00010786612685932506 0.033860013745093336 -0.070052006367417416 -0.11075594927615295 0.060719977713295847
leaf_weight=44.783458443573124 0.095278711325285759 0.031489300732626901 0.078658715161638471 0.038072526338510215 0.092068531550467014 0.14278313963973233 0.081363002318228794 0.019167065068198319 0.031869229286712653 0.027963660075329244 0.028659352426927853 0.027382728477333806 0.020673814780582056 0.075830169056644081 0.015804650261998177 0.067912121726294572 0.14755805443516579 0.046070170239516983 0.01377625361624446 0.42146078537916487 6.2158359385425559 0.22307657287608762 1.5425363595239785 0.13080613226961191 0.34352984200540859 0.62449557158527114 0.15458442851763621 0.32162512221839279 0.17773103584477212 0.22933036611357238
leaf_count=1474 33 18 39 6 5 20 58 83 25 4 7 68 52 58 1 6 26 7 69 11 519 54 56 37 22 34 4 72 8 24
internal_value=-6.65186e-06 -0.00861573 0.000695258 0.00406887 -0.00388821 -0.00825924 0.00396939 -0.0425031 -0.0229388 -0.0128233 -0.0260036 0.00380142 0.0308316 -0.0727993 -0.00978161 0.0479904 0.0297114 0.0616973 0.0202164 0.000162254 0.00443168 -0.000421647 -0.0148594 -0.0597663 0.000165471 0.0245044 -0.000350457 -0.0261031 -0.0388237 -0.0156193
internal_weight=56.2509 1.08238 0.987102 0.955613 0.809042 0.77097 0.568099 0.20287 0.277758 0.245889 0.217925 0.136562 0.10918 0.110802 0.0349717 0.146571 0.290341 0.0885058 0.0424356 55.1685 6.6373 48.5312 1.89642 0.353883 46.6348 0.968025 45.6667 0.883271 0.728687 0.550955
internal_count=2900 585 552 534 489 483 336 147 290 265 261 203 135 142 84 45 46 83 76 2315 530 1785 147 91 1638 56 1582 108 104 96
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 0 1 0 2 2 0 2 1 2 0 0 0 2 2 1 1 0 2 0 2 1 2 1 0 0
split_gain=0.00917825 0.0838499 0.0566101 0.0803733 0.0381947 0.0270849 0.0162259 0.0828071 0.0500073 0.0219275 0.0356092 0.058913 0.0499252 0.0217567 0.0508347 0.0898057 0.188868 0.105231 0.163169 0.162202 0.271031 0.0374271 0.0598725 0.0218471 0.0958548 0.118891 0.117936 0.0737878 0.12044 0.0874998
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.39685937550000011 0.55820185025000013 0.31123319660000009 0.39672464895000009 48.852845034800005 45.673096293200011 0.54191491270000014 47.480720532750006 0.37668033890000002 43.740100730350001 0.47796473160000008 0.48414718120000005 0.48607826115000008 43.874475754150005 43.933728833200007 0.35877668335000007 0.40621538280000008 0.53484925600000011 44.758188263300006 0.47727612945000003 42.773538294100007 0.34458549145000011 42.686561923500008 0.34512439750000007 0.47706655490000011 0.4755546241000001
decision_type=2 2 2 2 2 2 2 2 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 -1 -8 9 13 12 -12 -11 23 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 26 -26 27 -9 29 -29
right_child=1 2 3 4 5 -7 7 8 -10 10 11 -13 -14 14 15 16 17 18 19 20 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.010919351633926575 -0.10667007773593273 -0.10361873522550802 0.085832294792737587 -0.10125002550882695 0.089493769360486475 -0.0083173684726166788 -0.041477319859614413 3.7637608396575116e-05 0.023667354314705305 -0.0085164734330808352 -0.032340607065253289 0.026096114492964419 -0.079038695577071258 0.026705539184833916 -0.02587911483425533 0.10758903475778403 -0.04452500810914882 0.098647571318456709 0.086091986874215209 -0.10732699928460412 0.058883958595279298 -0.033256504602373359 0.039303703818953373 0.00031908658766933502 -0.010093480525307043 -0.10552122527625957 0.052856788533463428 -0.020039035267868488 -0.068234413235125566 0.083445124467767209
leaf_weight=1.3581004614753514 0.081414395057778033 0.045929105021059513 0.1141143161803484 0.041023355039229159 0.031360374071061514 0.2911230570018688 0.48046977651756506 3.6229239629039851 0.89463324045209347 0.24665580654573094 0.31408963413036872 0.38275640676147304 0.16927794638331761 1.005251829535154 0.87852831929922137 0.18937170505523671 0.37329005758510891 0.20044130053793185 0.18117253296077229 0.24351397004647879 0.16020152528254528 0.22961647439683475 0.22529768227468594 42.531203503038071 0.35032461139962823 0.20811517414821878 0.36375337817116804 0.3386660881042437 0.45374338119290769 0.10768789353096508
leaf_count=140 22 3 3 27 35 129 29 160 36 42 40 41 52 42 13 1 14 6 6 32 35 28 15 1777 11 58 9 72 10 12
internal_value=-1.00706e-05 -0.0122608 0.00242029 0.0126172 -0.0103669 0.00119442 0.000123443 -0.000147317 0.000222678 -0.000174745 -0.0140635 -0.000243087 -0.0372178 0.000124406 0.00752732 0.000337528 0.0131125 0.0020243 0.0160348 0.000109609 -0.0180328 0.0173172 0.00267917 -0.000444461 -0.00640834 -0.0456568 -0.0019232 -0.00632875 -0.0319537 0.00492768
internal_weight=56.1141 0.604965 0.52355 0.477621 0.363507 0.322483 55.5091 54.151 53.6705 52.7759 1.11278 0.696846 0.415934 51.6631 3.68669 2.68143 1.80291 1.61353 1.24024 1.0398 0.85863 0.615116 0.454914 47.9764 5.44521 0.55844 4.88677 4.52302 0.900097 0.446354
internal_count=2900 219 197 194 191 164 2681 2541 2512 2476 175 81 94 2301 192 150 137 136 122 116 110 78 43 2109 332 69 263 254 94 84
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 0 2 2 1 0 2 2 0 2 1 1 0 2 0 1 1 1 0 1 0 2 0 1
split_gain=0.00784596 0.0757495 0.0505981 0.0709677 0.0300642 0.0281368 0.0170994 0.0140598 0.0312525 0.0630652 0.013189 0.0673485 0.0408009 0.0206188 0.0819531 0.111403 0.149244 0.106116 0.0891155 0.0386895 0.113189 0.105966 0.142621 0.0619458 0.103239 0.0283224 0.0423436 0.0510139 0.0209937 0.0787831
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.3972336157500001 50.065525775750011 50.264779514000004 0.55335169605000012 0.61532588845000014 51.307674290650006 51.779769178100004 0.31123319660000009 0.39672464895000009 48.852845034800005 44.527357125550004 0.54191491270000014 44.758188263300006 0.37668033890000002 0.41640968835000008 0.47727612945000003 43.812290675100009 0.47796473160000008 0.34569324270000007 0.38573695400000008 0.40259273675000007 0.53978922790000017 0.44578006650000007 0.6003263375500002 46.177190236600005 0.57600071855000012 0.45772581660000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 -6 -7 8 -8 -10 -1 -12 13 19 15 -15 18 -18 -17 28 -21 -22 -23 -24 -25 -16 -27 -28 -13 -30
right_child=1 2 3 4 5 6 7 -9 9 -11 11 12 -14 14 25 16 17 -19 -20 20 21 22 23 24 -26 26 27 -29 29 -31
leaf_value=0.0098607015043837409 -0.10600080994186373 -0.10326379998946111 0.10264328838646278 -0.067109203922251517 0.071678700728301611 0.066253431796356427 -0.10201198696160491 0.01300880523532885 0.066837837319298099 -0.10341630526534654 -0.037474148449272153 -0.00012604601655980818 0.021448275365253053 -0.11691657051697707 0.036868419021808478 -0.033019931717241394 -0.10445678954915322 0.023422992843166207 0.050788447918592161 0.04864955789787289 -0.034711543871559787 0.048966811694750888 -0.06278340013805471 0.066635301636095712 -0.050971206435183075 -0.033756730709451767 0.043589257542103986 -0.026589329769952038 -0.069821554734984068 0.0035469528124672141
leaf_weight=1.3537576496634489 0.074108148055414769 0.041693934705108404 0.07246822863817215 0.065148909304497238 0.056189199793152511 0.029139320996442564 0.046947966719017131 0.10339543598820455 0.054224413237534463 0.036336146451958484 0.4787157198368196 47.56213670118288 0.88879971153073611 0.12983972693087398 0.28406442294772205 0.21773729139067655 0.24147018065605153 0.088735313610413868 0.30404010371330514 0.63967386222066069 0.59665720351040352 0.63421655650017761 0.21540333269513212 0.1486379454836424 0.14993457764467166 0.24783070861303713 0.28193013624149899 0.16373801046665903 0.2046349698798694 0.51391317750365206
leaf_count=140 22 3 1 30 10 47 14 37 11 44 29 1646 36 25 27 32 61 17 27 21 8 16 9 17 25 16 13 43 62 411
internal_value=-9.46452e-06 -0.0115833 0.00225747 0.0117424 -0.00508878 0.00729675 -0.00609951 -0.0148512 -0.0357997 -0.00147423 0.000111751 -0.000132687 0.00020136 -0.000157489 -0.0102229 -0.0306299 -0.01748 -0.070092 0.0158153 0.000231773 0.0126662 -0.000525487 0.0172393 -0.0219107 0.00757668 0.010273 -0.000620784 0.0178057 -0.00038235 -0.0173476
internal_weight=55.9255 0.579652 0.505544 0.46385 0.391381 0.326232 0.270043 0.240904 0.137509 0.0905606 55.3459 53.9921 53.5134 52.6246 1.95939 0.981823 0.851983 0.330205 0.521777 50.6652 2.38452 1.74485 1.14819 0.513976 0.298573 0.977563 0.693499 0.445668 48.2807 0.718548
internal_count=2900 219 197 194 193 163 153 106 69 55 2681 2541 2512 2476 261 162 137 78 59 2215 96 75 67 51 42 99 72 56 2119 473
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 0 1 1 0 2 1 0 1 1 0 1 0 1 0 0 0 0 0 0 2 0 2 2 2 2
split_gain=0.00868229 0.0276549 0.0200747 0.0306337 0.0216476 0.0256988 0.0110586 0.13026 0.073339 0.240237 0.163472 0.148704 0.1401 0.0730947 0.108732 0.186962 0.06359 0.12315 0.294166 0.154538 0.179173 0.146656 0.055984 0.0581046 0.214958 0.171937 0.0909367 0.0600551 0.091313 0.0842825
threshold=0.62406814170000013 0.47777012665000013 0.48250052395000009 45.027406014450008 46.177190236600005 0.66697104880000013 0.39024280710000009 0.38906020780000011 0.52290350590000012 39.468990633150007 0.39167988980000007 0.51243974730000008 0.39051226010000012 0.38733870245000007 0.51700547890000015 0.38042274180000007 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50300889195000009 0.50579323975000012 0.50109278165000015 0.52428071015000011 0.52975958800000011 41.395309858300003 0.52803808270000008 43.740100730350001 40.580626202750004 40.036761086100007 40.259171735100004
decision_type=2 2 2 2 2 2 2 2 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 13 9 -8 -11 -12 -10 14 16 -16 17 19 -19 21 -21 -1 -14 24 25 -24 -26 28 -25 -30
right_child=1 2 3 4 5 -7 8 -9 12 10 11 -13 22 -15 15 -17 -18 18 -20 20 -22 -23 23 27 26 -27 -28 -29 29 -31
leaf_value=0.00070543274291648525 -0.10226469560057634 0.075888459273134534 -0.10077830998892495 0.030820164056586177 -0.058440111004795507 0.009628344337999405 -0.0054085265820548074 -0.029071037851820469 -0.074311200401716848 0.10288489787676512 -0.10678222017031767 0.065578588835831467 0.046039961695408034 0.028805109474914332 -0.091510042218326315 -0.00054132510570761914 0.022130285078841294 0.031002018178758348 -0.073046777955271355 0.071916802516914222 -0.0023209724673867358 -0.038190160130404639 0.050451851356569148 0.00081159678230785645 -0.11055742557222425 -0.044101435005850106 0.0047366940406710677 0.0083792913193314802 -0.069090483207773654 -0.0073521541214460143
leaf_weight=32.780324376507771 0.032861201720237543 0.027327125237206928 0.035873360589497194 0.11888596207427327 0.10365585602994543 0.11930362994576171 1.2232934166369744 1.5607919009780733 0.2505706730298688 0.45524326537270088 0.084069009502250935 0.1237135643385372 0.27254702672578801 0.88462426676414807 0.35184553674207464 0.63129688177559729 1.3224388279249968 0.44518568442435824 0.69733627203822834 0.64823874289868288 0.65218855824059574 0.99892934085801144 0.43720927576765578 3.2583227969597282 0.28720049500000755 0.34334517568640877 0.089801398184501835 6.6477687438350657 0.40388744811917821 0.48863968864907292
leaf_count=1051 23 4 198 7 27 68 24 24 8 8 45 14 30 24 38 29 28 17 51 36 14 13 41 389 45 20 40 535 21 28
internal_value=-1.15285e-05 -0.0140369 -0.00687903 -0.0128671 -0.00364164 -0.0220173 9.94571e-05 -0.000737586 0.00248685 0.0208646 0.069339 -0.00415874 -0.000291061 0.000384462 -0.000268095 -0.0330971 0.000591563 -0.000194796 -0.032504 0.000857493 0.0346852 -0.000444798 0.00122564 0.000204072 -0.0210882 0.00886037 -0.0830945 0.00248649 -0.00695108 -0.0352901
internal_weight=55.7767 0.437907 0.405046 0.377719 0.341845 0.222959 55.3388 40.9732 14.3656 1.88632 0.663026 0.207783 12.4793 39.4124 38.5278 0.983142 37.5446 36.2222 1.14252 35.0797 1.30043 33.7793 12.2287 11.9562 1.15756 0.780554 0.377002 10.7986 4.15085 0.892527
internal_count=2900 327 304 300 102 95 2573 1325 1248 91 67 59 1157 1301 1277 67 1210 1182 68 1114 50 1064 1149 1119 146 61 85 973 438 49
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 2 1 1 0 0 1 2 0 2 2 2 2 2 2 2 1 2 2 1 0 2 2 1
split_gain=0.00986732 0.11415 0.0855818 0.0973868 0.110664 0.0567787 0.0526627 0.106193 0.0567725 0.0502343 0.0479902 0.15379 0.0545903 0.23245 0.0366246 0.0359802 0.0999468 0.0954037 0.120169 0.0616079 0.0368152 0.0531364 0.0825208 0.0582128 0.0720179 0.0549601 0.184307 0.225458 0.254284 0.166812
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.34524415440000006 0.39024280710000009 39.995120105550008 0.34193587020000005 37.360990606650006 0.34307356065000005 0.36998892250000009 0.47612346935000005 0.47694679800000012 0.34392682850000006 37.858673296900008 0.53978922790000017 40.12915366295001 40.21994457600001 40.305698932850007 40.496232821400007 40.380906245900007 40.580626202750004 40.742467179200005 0.34554354660000003 40.878805547300004 40.982542372850013 0.34521421515000011 0.47760546090000006 42.233786329550007 41.43512228960001 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 6 3 -2 -5 9 7 -1 -8 -4 12 -12 -10 -14 -6 -7 -17 -18 19 -19 -20 22 -22 -23 -25 26 -26 28 -28 -27
right_child=2 -3 5 4 14 15 8 -9 10 -11 11 -13 13 -15 -16 16 17 18 20 -21 21 23 -24 24 25 29 27 -29 -30 -31
leaf_value=-0.0043948304842778554 0.011089539361423937 0.036274945320131917 0.043096370465257362 -0.049212853181529383 -0.023603599273043372 -0.022074314501308107 0.043657350828474953 -0.10592698821340776 0.010823391188134562 0.0035526828332600098 0.10541126978784945 5.8933290470054395e-05 0.053520020342892251 -0.11885693895252498 0.010522438838721797 0.037454203730222374 -0.027747986221433475 0.0062312036982201738 -0.019470253692475573 0.055781589235254704 0.046291732515692546 -0.024355024713022325 -0.0018547402710531687 0.039511816218621182 0.0034685610137917041 0.030382327731525889 -0.014307179592257264 0.014845435759450121 -0.083286033167813148 -0.00054219274599398679
leaf_weight=0.39360606766627171 0.94825925980694536 0.92528837127611119 0.57812284608371445 1.1472384814887848 0.61914486953173742 0.73193653960345173 0.30652208440005679 0.13952816772416554 0.2118236124515519 0.72302250314533012 0.1406661719083776 9.2552909473563645 0.12531200944087617 0.20821249145149068 0.63911449142148058 0.71091607317086314 1.2332408878833394 0.44239620702074833 0.98846766520227802 0.57976057829273486 0.62390025802778726 1.010209696877381 0.82900286066910667 0.45533641156520843 5.6189094914232545 1.9023789605839407 1.2223139329871635 0.90915806452454706 0.94962744267832011 20.990938280583944
leaf_count=69 16 24 14 27 11 36 5 19 4 34 1 675 45 10 30 24 24 24 24 24 11 36 37 24 283 54 20 28 24 1243
internal_value=-1.13177e-05 0.00256805 -0.000699855 -0.0160513 -0.0267503 0.000571391 -0.000324887 -0.0309671 0.00126925 0.0211227 -3.77117e-05 0.00163616 -0.0288772 -0.0540914 -0.00626978 -0.000110783 0.000307136 -0.000392321 0.000531389 0.0343359 -0.000441941 0.000103058 0.0188201 -0.000719539 2.54783e-05 -0.000543616 -0.00730944 -0.026965 -0.0444665 0.00202756
internal_weight=55.5596 11.7062 43.8534 3.35376 2.4055 40.4996 10.781 0.533134 10.2478 1.30115 9.94131 9.39596 0.545348 0.333525 1.25826 39.1985 38.4666 37.7556 36.5224 1.02216 35.5002 34.5118 1.4529 33.0589 32.0487 31.5933 8.70001 3.0811 2.17194 22.8933
internal_count=2900 852 2048 84 68 1964 828 88 740 48 735 676 59 55 41 1916 1880 1856 1832 48 1784 1760 48 1712 1676 1652 355 72 44 1297
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 0 2 1 0 0 1 1 1 1 1 1 1 0 2 0 0 0 2 0 1 1 0 0 1
split_gain=0.00957135 0.0364139 0.0760794 0.103265 0.0600635 0.221978 0.0660383 0.0964364 0.0732687 0.0252946 0.0347745 0.115955 0.0459166 0.0324416 0.160789 0.0297949 0.0768078 0.0686062 0.151216 0.100961 0.0481596 0.0305152 0.0455412 0.0289126 0.627558 0.369318 0.53604 0.187184 0.128908 0.239638
threshold=0.47727612945000003 0.34512439750000007 0.34500464060000008 0.47648274005000008 41.755948821900006 0.34536391125000004 0.47694679800000012 43.968221017800005 0.35814795965000007 0.47778509625000004 0.47868327295000007 0.34458549145000011 0.34545372890000009 0.34482500525000009 0.34491482290000003 0.34512439750000007 0.3453339720000001 0.34569324270000007 0.47976108500000009 41.21013581150001 0.48119816770000007 0.48077901860000011 0.48101853240000009 41.726652433350004 0.48181192180000004 0.3459626957000001 0.34620220950000008 0.48140774230000011 0.48320409570000006 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 8 -6 -2 11 -11 -13 -12 -15 -16 -17 19 -19 -18 -21 -20 -23 24 -24 -25 -27 -28 -26 -30
right_child=9 4 -4 -5 6 -7 -8 -9 -10 10 13 12 -14 14 15 16 17 18 21 20 -22 22 23 25 28 26 27 -29 29 -31
leaf_value=0.0003297762213809394 0.0099908838131489049 -0.12104944135156348 0.035930002997173215 -0.048429149383492964 -0.10420764244327307 0.0053535655133467846 0.040025570947871111 0.020731434930991083 0.0087046334096504367 0.029514080578822044 -0.011409789911093267 -0.063071047184499018 -0.013720533382437129 0.056603624529740916 -0.014032110104161392 0.021658028896078912 0.0054739461752943853 0.056650785369264482 -0.021821107532082041 -0.014138002285964521 -0.04800169506881577 0.036415546086372048 -0.14643016178145768 0.048043671560116449 0.045880851614720192 -0.13579902030500465 0.10251804038453134 -0.00053703944190458888 -0.057389824054414798 0.0010219760482516888
leaf_weight=6.0239823188863699 2.6746940842131144 0.22216181002193358 0.53847417688257326 0.46810858575392433 0.1656124228439495 0.37082902893206438 0.27193455708606962 0.27150307330157375 0.088009627080282371 0.35677429218776413 2.197755685406384 0.3972627867576648 0.35882154596765758 0.51466089673340221 1.3900089501403261 1.6995470657711838 1.3979601438622915 0.48492312885354394 0.60638754958927066 0.84838658609078244 0.83164416311774403 0.35549275390803714 0.29610842752300115 1.6666683508083213 0.59989733665315981 0.29348056856542726 0.17924270243383844 10.555772823048061 0.7300028726458575 18.541833408136249
leaf_count=376 41 14 12 24 44 52 19 15 24 9 38 30 24 7 22 35 24 15 15 26 18 4 6 15 9 7 2 891 8 1074
internal_value=-9.43335e-06 -0.00311408 -0.00019005 -0.00318596 -0.0179032 -0.0420029 2.63413e-05 -0.0206871 -0.0650258 0.00054707 -2.3084e-05 -0.0174767 -0.0396503 0.000426639 0.00106124 0.000355031 0.000866661 -7.84578e-05 0.00120459 -0.0143803 -0.0309011 0.000409693 0.000815506 0.000430405 -0.0019229 0.00416893 -0.00246159 0.00118367 0.000230396 -0.00119062
internal_weight=55.3979 8.42062 7.03057 6.49209 1.39005 0.592991 0.79706 0.525125 0.253622 46.9773 44.3026 1.11286 0.756084 43.1898 40.992 40.4774 39.0873 37.3878 34.3098 3.07799 1.68003 33.8249 33.2185 32.863 20.1678 12.6952 11.0285 10.735 19.8717 19.2718
internal_count=2900 580 412 400 168 66 102 83 68 2320 2279 63 54 2216 2178 2171 2149 2114 2046 68 44 2031 2016 2012 1097 915 900 893 1091 1082
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 2 2 2 1 1 0 1 1 0 1 2 0 2 2 0 2 1 2 2 2 1 2 1
split_gain=0.00869091 0.0540395 0.0997025 0.113074 0.102748 0.212953 0.053487 0.0985428 0.047602 0.0468 0.0432316 0.0431798 0.0459725 0.0561999 0.0741301 0.0759011 0.0482857 0.206031 0.0439929 0.0351328 0.0858263 0.302277 0.0645278 0.0580507 0.0544117 0.0935554 0.0878479 0.0630789 0.0373213 0.0897633
threshold=39.211875820650008 39.788107623550012 0.51818807820000012 0.39024280710000009 0.42019700010000005 39.468990633150007 0.34193587020000005 37.360990606650006 39.134693790050008 39.995120105550008 0.36998892250000009 0.34307356065000005 0.47612346935000005 0.3459626957000001 0.35759408400000009 0.49588335680000006 0.34392682850000006 37.858673296900008 0.47577916830000005 38.703421923500009 38.318569170500005 0.54017843775000018 38.938637541200009 0.36449507500000006 38.115457128050004 37.858673296900008 37.511241581900002 0.39051226010000012 36.921550069850007 0.36501901140000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 7 -1 11 10 -3 -8 16 -14 -15 -16 -13 18 -18 20 23 -22 -21 -17 25 26 28 -28 29 -25
right_child=1 9 3 4 5 -7 8 -9 -10 -11 -12 12 13 14 15 19 17 -19 -20 22 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0039880201650417399 0.0053112393672121623 0.040033951112266403 -0.05219900470963932 0.012273789438748363 0.011973411718872335 -0.11239450997309297 0.039980277753742431 -0.1053641583970964 0.036440464888439071 -8.2647916429207948e-05 0.0030980423221614473 0.009742187032781598 0.036992512877057952 -0.045541271914464741 0.059134146871158304 0.054614862328019521 -0.018382497552191592 -0.11684637012535115 0.10248987237235699 0.035910290581605504 -0.092686068730601368 0.033902318865931091 0.00013854653373515983 -0.046729530150797782 0.038382912205633168 -0.066562405474309014 0.093021770875731311 0.012554571818591237 -0.022914902820618144 0.0081899639408142526
leaf_weight=0.39363471041314646 2.0292208631672102 0.56451166816986986 0.92648630513576824 0.94729170073060209 0.31888577206291302 0.24228618569588889 0.30128159373998187 0.12676411056418146 0.43792223971831923 38.896692740638379 0.72240860114629868 0.21112219523638565 0.46691383514553209 0.32416044001001676 0.23578505369346192 0.20236410852521647 0.053750245818457998 0.19152870375094722 0.06846686452627182 0.75292845828892074 0.40714631252853895 0.35147046702415707 1.5269491717091339 0.34201693814247969 0.33874183790533141 0.22128508736264763 0.16043028747662891 0.24803842570742063 0.86178819570949361 2.2920856978184085
leaf_count=69 43 14 12 21 24 20 5 19 12 1916 34 4 14 11 11 6 44 10 1 27 23 26 35 9 29 25 6 42 54 334
internal_value=-1.23061e-05 -0.000621479 -0.0110593 -0.0247021 -0.00781366 -0.0417225 0.00257392 -0.0286823 0.00420111 0.000538104 0.0193001 0.00272403 0.00151147 0.00323921 0.00133244 0.00324587 -0.0272326 -0.0521133 0.049331 0.00153565 -0.00284163 -0.0340371 0.0119521 0.00222944 -0.00014511 -0.00330851 0.000276496 0.0441589 -0.00485083 0.00105911
internal_weight=55.1644 44.6478 4.46417 2.43495 1.50846 0.561172 10.5166 0.520399 9.99618 40.1836 1.28692 9.55825 9.25697 8.7321 8.26519 7.94103 0.524868 0.313746 0.122217 7.70524 5.42537 0.758617 2.27988 4.66675 4.46439 4.12564 3.90436 0.408469 3.49589 2.6341
internal_count=2900 2084 120 77 65 44 816 88 728 1964 48 716 711 652 638 627 59 55 45 616 554 49 62 505 499 470 445 48 397 343
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 1 0 1 1 1 1 0 1 0 1 0 1 1 1 0 1 0 0 0 2 0 0 1 1
split_gain=0.009434 0.154214 0.163693 0.140201 0.230716 0.0544447 0.0451277 0.144796 0.112438 0.088013 0.0390359 0.153891 0.0515331 0.0918992 0.0637534 0.0390506 0.148096 0.0741755 0.0960425 0.127871 0.105713 0.0684924 0.25308 0.228916 0.103697 0.0384949 0.0308797 0.0456397 0.0453757 0.125146
threshold=0.48607826115000008 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.4901499955000001 0.48368312325000012 0.34829795515000012 0.49588335680000006 0.35675578575000005 0.36106703390000006 0.34744468730000005 0.35585760905000008 0.47814436690000012 0.35814795965000007 0.47727612945000003 0.34581299960000006 0.48077901860000011 0.34569324270000007 0.34548366815000003 0.34542378970000004 0.47905751325000007 0.34524415440000006 0.47997065955000012 0.48181192180000004 0.47886290830000006 42.131954243650007 0.47905751325000007 0.47868327295000007 0.34512439750000007 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 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 -6 -8 -9 -10 15 -12 13 -13 25 17 -17 18 19 21 -20 23 24 26 -23 -15 27 28 29 -1
right_child=1 2 3 4 6 -7 7 8 9 -11 11 12 -14 14 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035037969712064972 0.028927512179573386 -0.059497611790395977 0.054106189395709561 -0.078831640403705022 0.019213533928771481 -0.016699375441219171 -0.046121076864324789 0.032136559263344237 -0.044499470646314231 0.00020302927116414094 0.079449422272505954 0.064484227035253902 -0.045506591513648637 -0.10283429141896945 0.038659440617752033 -0.039777118527958892 0.0068115809969950258 0.020696466228665115 0.012169123983930559 0.037380087360877785 -0.045057171737405907 -0.012678740450751748 -0.060153721479877034 0.049396077092701801 0.052708999681425284 -0.019858272561755121 -0.013530091952356228 0.029685741773765068 -0.024512410589890028 0.036524893158811376
leaf_weight=7.8386080118542214 1.8775981007675024 0.465212512761357 0.47624204237945633 0.3720526097076825 1.2245554984547222 2.1410527774128232 0.67549518672458475 1.0947742332209625 0.4488773448974851 23.422270255143303 0.30004753195674616 0.2084276297618386 0.22138205759620178 0.0837425562591676 0.13058602437376976 1.139883244052043 1.6997470990754662 1.6871604033485699 0.48517417804086338 0.90992830613777265 0.96454884760896675 0.58183154387499481 0.83024234801996499 0.9198501808568843 0.41590203504165402 0.16823124291818203 2.0530795219897309 0.49034331768427897 0.79226368567226124 0.8674767933152906
leaf_count=430 25 6 8 19 17 36 23 33 13 1829 20 13 17 28 3 47 21 26 30 23 25 38 17 17 9 27 39 12 26 23
internal_value=-1.4816e-05 0.00117808 -0.000670863 0.000316605 -0.000623877 -0.00145307 0.000459181 -0.000436469 0.000799605 -0.000637565 -2.06298e-05 0.018249 -0.00435523 0.0110599 -0.0180469 -0.000958232 -0.01189 0.000689762 -0.00127852 0.000995576 -0.0259054 -0.00124298 -0.0193642 0.00131266 0.0145779 -0.047435 -0.00236035 -6.45211e-05 -0.00160035 0.000484673
internal_weight=54.9866 30.0571 28.1795 27.7143 27.238 24.9295 26.866 25.6414 24.9659 23.8711 22.7885 1.11242 0.81237 0.590987 0.38256 21.676 2.83963 18.8364 17.1492 15.6995 1.44972 14.7896 1.82798 12.9616 0.997734 0.251974 12.0418 9.98869 9.49835 8.70608
internal_count=2900 1973 1948 1942 1934 927 1915 1898 1875 1842 891 108 88 71 58 783 68 715 689 634 55 611 64 547 47 55 530 491 479 453
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 1 1 1 2 2 1 1 2 2 1 0 2 1 2 1 0 1 2 0 1 1 0 2
split_gain=0.0104718 0.0974898 0.0636358 0.103125 0.0568692 0.59176 0.0727719 0.170504 0.141506 0.0572909 0.170812 0.242836 0.0943384 0.0942716 0.0544973 0.108784 0.132012 0.11176 0.0839032 0.158947 0.0465793 0.0364155 0.23638 0.109185 0.0922452 0.645876 0.338492 0.168034 0.0934994 0.0900202
threshold=41.24714903835001 41.134354310300004 41.348489042950007 41.43512228960001 0.34524415440000006 0.48368312325000012 0.47727612945000003 0.34527409360000011 0.34581299960000006 0.3459626957000001 41.726652433350004 41.966555987550002 0.34560342505000002 0.34608245260000009 41.590548329450009 42.852084787850011 0.34479506600000004 0.47760546090000006 42.102795028150005 0.34479506600000004 41.061442884200012 0.34744468730000005 0.49128768600000011 0.3465914194000001 42.049402686800001 0.49588335680000006 0.36254902550000007 0.42019700010000005 0.56276758185000009 42.102795028150005
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 5 14 8 -8 -6 10 -9 -12 -13 -11 -5 17 -17 18 -16 -20 -1 23 -23 -15 26 -26 -24 -28 -29 -27
right_child=2 -3 3 4 6 -7 7 9 -10 13 11 12 -14 21 15 16 -18 -19 19 -21 -22 22 24 -25 25 29 27 28 -30 -31
leaf_value=0.00073405953036423627 -0.018358471777591024 0.028134280961497418 0.029553329845087069 0.02731535984129101 -0.11205336964816018 -0.09340775238528444 0.085318991705844879 -0.026398558258419469 -0.0047532775901289173 -0.041092982609849484 0.063736047235155496 0.029778946648687188 -0.0076492348435535434 0.0093093892635155474 0.022940389075401718 -0.002939867800624006 0.040563038568696481 -0.068400098405564061 0.0078719904898002426 -0.072963516774068843 -0.027078598285981609 0.057088839690134369 0.10484401105763581 -0.035760194684762998 -0.12629126087300865 0.070655682556921062 -0.062634351181087317 0.046593342161551338 -0.025611317106525634 -0.00098328359717634087
leaf_weight=24.199201691054345 2.038013100285414 1.3000496569920859 1.1288199660306215 0.6941911716930943 0.16211603248047168 0.74248609977075819 0.24727514199912803 0.98014969099313276 0.50817368399446039 0.5847031420271368 0.96731499116867814 1.0560919271590594 1.8585537972248856 1.1522022787539747 0.52731371385505077 2.949384475053574 0.91363452623045294 0.4052987045579356 0.57390777208668808 0.42219171547912993 0.61752036861557869 0.73694512174370075 0.36338645406067183 1.0075722280889747 0.42349560645127571 0.17996329024754221 0.35887295639349737 0.4900433205475565 0.28285767261890982 6.9247106234535991
leaf_count=1272 44 33 22 14 43 11 4 12 53 8 10 33 37 29 37 161 29 25 34 20 22 27 5 15 14 9 43 22 50 762
internal_value=-8.26473e-06 0.00144038 -0.00132745 -2.4627e-05 -0.00133331 -0.00884225 0.00163521 0.00286588 -0.0307048 0.00169189 0.0109029 0.0203211 0.00591248 -0.00188955 0.000838522 -0.00233497 0.00734891 -0.0217308 -0.00931462 -0.0263897 4.19906e-05 3.34613e-05 0.00263349 -0.0117164 -0.00181394 -0.00631991 0.0208737 -0.00608724 0.0201687 0.000831351
internal_weight=54.7964 26.1168 28.6797 26.6417 25.5128 7.22841 18.2844 17.6141 0.67029 17.3669 4.86211 3.88196 2.91465 12.5048 6.48592 5.79173 3.86302 1.92871 1.52341 0.996099 24.8167 11.92 9.76028 2.15977 9.02333 7.52817 1.49516 1.13177 0.772901 7.10467
internal_count=2900 1327 1573 1529 1507 331 1176 1080 96 1076 92 80 70 984 320 306 190 116 91 54 1294 976 932 44 905 785 120 115 72 771
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 0 1 2 2 0 0 0 2 0 0 1 1 2 2 1 2 1 2 2 0 0 1 1 2
split_gain=0.0112921 0.0876801 0.082853 0.193399 0.158811 0.0379619 0.109954 0.101132 0.0318428 0.207785 0.163715 0.136179 0.131962 0.107855 0.046187 0.183785 0.0435235 0.0326662 0.307896 0.253301 0.191127 0.151858 0.144114 0.200702 0.233044 0.132858 0.376399 0.125602 0.163838 0.118265
threshold=0.48543456785000005 0.48368312325000012 0.34692075085000007 41.495754733000005 0.4901499955000001 0.34829795515000012 0.49588335680000006 0.34988473400000003 40.166811829450005 39.749124837650008 0.47943175355000006 0.47694679800000012 0.47470135625000004 40.532725462000009 0.43447800965000011 0.42314601355000009 0.34193587020000005 0.34560342505000002 41.348489042950007 41.678468725050003 0.34548366815000003 42.207998345450008 0.34542378970000004 41.061442884200012 41.24714903835001 0.48119816770000007 0.48015029490000011 0.34587287805000005 0.35759408400000009 41.348489042950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 -6 -7 -8 9 10 11 12 14 -10 15 -1 -16 20 -19 -20 22 -21 23 -15 -25 26 27 -23 -29 -26
right_child=2 -3 4 -5 5 6 7 -9 13 -11 -12 -13 -14 17 16 -17 -18 18 19 21 -22 25 -24 24 29 -27 -28 28 -30 -31
leaf_value=-0.080167624906865326 0.040889524749722586 -0.028667594659673432 -0.055297312832425061 -0.0056733893170259992 0.017919487446006542 -0.041366412916021646 0.051555847833992946 -0.00012245839092144757 0.032009444412835451 -0.058072515995229806 0.043919874323623147 -0.045213837376711807 0.058758581158710403 -0.038052964643736108 -0.049918008992497286 0.086662871793476884 -0.0055443043489576543 0.057877732455969125 -0.06214218807943659 0.026552337571831626 -0.056209640188437118 0.028873885980496939 0.044874884399656347 0.055987439169814426 -0.03798004925297456 0.031749723633151726 -0.119378858147257 -0.084445522941205151 0.0096319011403886972 0.0014686459865841212
leaf_weight=0.10288776883855533 1.637174584437161 1.1430460556689457 0.52120329840955193 1.9598529778668305 1.1870308290235687 0.63800828929493292 0.38462101574987428 24.510817846968386 1.0872755863483714 0.69482773810113929 0.72867222195782222 0.76142497267574061 0.36700409662444133 1.4299985668751549 0.30919087859820116 0.18434391428067443 0.77530909044333418 0.94577931409730709 0.65895328333135683 1.7847642149281453 0.64871168575751958 0.66600972904507239 0.6620710674960727 0.74118744698989658 0.84535114594473082 0.52628786058630783 0.34386922605335701 0.3239556273972255 0.43193368419588296 7.5234948113767928
leaf_count=72 23 24 21 26 17 23 5 1870 28 26 22 21 8 32 26 10 45 16 11 28 25 29 19 14 13 12 7 28 34 365
internal_value=-5.97894e-06 -0.00164803 0.00125524 0.0155196 -0.000628242 0.00043812 -0.000374576 0.000675943 -0.000278022 -0.00846524 0.00220998 -0.00994638 0.0054979 0.00144725 -0.00875189 0.0269034 -0.0181952 -0.000448079 0.00578596 -0.00461727 -0.00343682 0.00468072 -0.000380756 -0.00322348 0.00224369 -0.0123501 -0.0254941 -0.00278921 -0.0306874 -0.00251613
internal_weight=54.5251 23.6863 30.8387 3.59703 27.2417 26.7205 25.5334 24.8954 22.5433 3.92366 3.22883 2.50016 1.73874 18.6196 1.37173 0.287232 1.0845 17.5324 5.68155 4.73577 11.8508 4.07682 11.2021 10.54 9.11003 2.29206 1.76577 1.4219 0.755889 8.36885
internal_count=2900 915 1985 49 1936 1915 1898 1875 891 230 204 182 161 661 153 82 71 633 165 149 468 138 443 424 392 110 98 91 62 378
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 2 1 1 2 1 0 1 2 2 1 1 0 1 2 0 1 0 0 1 1 1 0 0 0 1
split_gain=0.0102334 0.0289635 0.0466306 0.0373478 0.0644754 0.0298127 0.0877164 0.0194592 0.0177784 0.140041 0.148556 0.110703 0.0755903 0.0360497 0.0153474 0.0149048 0.0256857 0.011311 0.0209697 0.0103597 0.1457 0.058254 0.0374075 0.285021 0.0267794 0.0676953 0.0883261 0.077939 0.0695843 0.210193
threshold=35.461062230100005 0.4942366995000001 0.34392682850000006 35.131296350900008 0.49850303880000008 33.151194885250007 0.38906020780000011 0.33263974130000007 36.372781240150012 0.36543816055000006 0.50482021495000018 0.38991347565000006 36.514114975300011 36.82350895510001 0.38780276035000005 0.4019490434500001 0.56793209785000009 0.41129008115000004 33.384956903900012 0.48607826115000008 0.34566330350000002 0.48661716715000009 0.48320409570000006 0.34587287805000005 0.34692075085000007 0.34744468730000005 0.4942366995000001 0.49678153350000009 0.49850303880000008 0.35165114815000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 6 -6 -1 9 -2 -11 -12 -10 -14 -7 -8 -17 -16 -19 22 -21 -22 -15 -24 -23 -26 -27 -28 -29 -30
right_child=8 3 -4 -5 5 14 15 -9 12 10 11 -13 13 19 17 16 -18 18 -20 20 21 24 23 -25 25 26 27 28 29 -31
leaf_value=-0.032185195062129059 0.029747853571383532 -0.062648251648577249 -0.10457846052342408 0.055653496648653634 -0.07568015755030047 0.07304826028611125 0.10105623705720529 0.040165419102598965 0.054591737398789156 -0.11851525616532255 0.10047401240757717 -0.10104378236249878 -0.034261199865313972 -8.383212209035232e-05 0.042820751791221662 -0.10140334218168741 0.082018146529340225 0.068757051310878572 -0.10114681230631083 0.032844136630468375 -0.037855956703399724 0.016576893494858715 -0.039257805976826099 0.023067923613294572 -0.031147027434499919 0.029006636277823378 -0.036629206828509731 0.031958625718376397 -0.10012458656222525 0.00011359138478738031
leaf_weight=0.071384831405228666 0.31734551339104555 0.10926239751279354 0.051898740018407885 0.2081243931050607 0.088946792122442275 0.11976195033639669 0.050652224570512772 0.077568275402882136 0.25257914723800823 0.19325542100705206 0.072396351490169764 0.043724582585184635 0.30972503188085809 21.152667939436387 0.064068068695632974 0.012076109634061361 0.020758380264974896 0.012304315008869082 0.017733786975971277 1.3885708922207438 0.40847011322694271 0.96201555477455514 1.6805439925519743 1.3023591066012157 0.69730359269306319 1.037375235355287 0.59215039034113459 0.66631527727702433 0.21119830233510839 22.054710651321948
leaf_count=37 20 4 36 18 9 12 2 14 12 5 6 53 36 778 10 20 92 8 50 20 7 14 27 20 10 31 16 14 6 1513
internal_value=-3.16428e-06 0.0105442 -0.0229496 0.0201042 0.00517443 0.0243575 -0.00658096 0.00549185 -0.000182017 -0.0169254 -0.0648009 0.0245938 1.70387e-05 -0.000245705 0.0493021 0.0670374 0.014558 0.019082 -0.0315502 -4.36972e-05 0.0012644 -0.000382296 -0.00156222 -0.0120459 0.000201466 -0.000422208 0.000450064 -0.00080922 0.000115715 -0.000837195
internal_weight=54.2472 0.90454 0.200852 0.703688 0.495564 0.386302 0.172434 0.148953 53.3427 0.626722 0.309376 0.116121 52.716 52.4634 0.213868 0.0834867 0.0328345 0.0941062 0.0300381 52.1537 28.0181 26.6295 24.1356 2.9829 26.2211 25.2591 24.5617 23.5244 22.9322 22.2659
internal_count=2900 312 87 225 207 203 123 51 2588 84 64 59 2504 2492 80 114 112 68 58 2456 1631 1611 825 47 1604 1590 1580 1549 1533 1519
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 0 1 2 1 2 1 1 2 2 2 2 0 0 0 1 2 1 1 0 1 1 2 2 2
split_gain=0.00905874 0.107182 0.0730788 0.0417649 0.0373898 0.0876111 0.0265952 0.0579771 0.0695011 0.0453061 0.11885 0.0830729 0.0675977 0.117687 0.0682843 0.0617807 0.067308 0.0751037 0.044186 0.0539536 0.0409476 0.0277705 0.0822249 0.0273688 0.0220516 0.0217822 0.020969 0.102593 0.339191 0.106149
threshold=39.420767558750008 39.268993001500007 39.530201452500002 39.134693790050008 0.45612406815000006 0.31810424840000007 0.56167480015000015 0.42067602765000006 38.512991772500008 0.38991347565000006 38.828362408050005 0.39051226010000012 0.39078171310000004 38.386256906100009 38.238138001450004 38.238138001450004 37.186372654950006 0.50300889195000009 0.56276758185000009 0.56915960600000015 0.49091344570000006 36.372781240150012 0.36543816055000006 0.40367054880000008 0.62406814170000013 0.42829556000000008 0.34575312120000007 40.12915366295001 40.21994457600001 40.380906245900007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 25 10 15 -11 -13 14 23 16 17 21 -8 -20 -21 22 -6 -14 -22 -9 27 -4 -29 -30
right_child=2 -3 26 -5 6 -7 18 8 -10 11 -12 12 13 -15 -16 -17 -18 -19 19 20 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.017960855622986313 -0.026895438258669375 0.035344358193488072 -0.027989122896936742 -0.02533886425458657 0.023377390675189871 -0.086422578203255287 -0.10941170665811029 0.028822104990715663 0.077857617100503401 -0.043972873381724564 0.046824628869287344 0.021977526056349408 0.0031356207770938229 -0.052053223504740204 0.059172609064948922 -0.024318113997442329 0.024408840021226397 -0.029242154302926961 0.0068673596155348297 -0.10176652135503046 0.085641072982758415 0.015003952441872316 -0.044626096981174319 -0.05490538482122697 -0.10071835514759153 -0.020114293978737739 0.0019401444151368121 0.091065409655683272 -0.039256178767069147 -0.00079642685234072625
leaf_weight=0.16707953182502233 1.0367033046801442 0.91408533774665635 1.4609965507634175 0.62924872852045233 0.37250713199414587 0.15500273204967829 0.048631231533362906 0.20647935589812583 0.22418964421376586 0.54830034681072026 0.64906694926321495 0.82334498097770881 0.38516713833985228 0.50371875190489845 0.209256299772278 0.78988792622840254 1.3702279554854611 0.77068924693230645 0.42621829745168327 0.092010212309096007 0.021838768732632019 1.4580587719101457 0.34017495653824881 0.10296028374784871 0.0089522794216458923 0.16257298369367845 23.671026244359336 0.39621455175802367 0.75263002707834203 15.432535371846042
leaf_count=32 24 24 37 24 33 74 2 14 8 12 18 8 65 23 7 25 37 39 43 128 30 18 13 32 103 40 1424 6 12 545
internal_value=-1.66331e-06 0.00250571 -0.000669103 -0.000362481 0.0012353 -0.0322739 0.00236968 0.00373847 0.0339423 0.00158571 0.00652052 -0.00944459 -9.29605e-05 -0.0152221 0.011381 0.00139265 0.00610282 -0.00242481 -0.0180519 -0.00995944 -0.0683619 0.00709629 -0.0090818 -0.00910692 0.0314584 0.0072649 -1.72996e-05 -0.0025854 -0.000347065 -0.00258485
internal_weight=54.1298 11.3797 42.7501 10.4656 9.83634 0.322082 9.51425 8.9166 0.593242 8.32336 5.75061 2.57275 2.02445 1.2011 0.697384 5.10155 4.31166 2.94143 0.597651 0.54902 0.122801 2.17074 0.712682 0.488127 0.030791 0.369052 41.7134 18.0424 16.5814 16.1852
internal_count=2900 852 2048 828 804 106 698 392 62 330 183 147 135 127 104 165 140 103 306 304 261 64 46 97 133 54 2024 600 563 557
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 1 0 2 2 2 1 0 0 1 0 0 0 2 2 0 1 2 0 0 0 1 1 1 0
split_gain=0.0129111 0.0651528 0.0544582 0.023093 0.032599 0.0135323 0.012078 0.007884 0.0346674 0.0602222 0.048236 0.0756459 0.0297695 0.201186 0.0654809 0.0542499 0.0500257 0.117974 0.04484 0.0520637 0.0925728 0.0757198 0.0755177 0.0318658 0.0221863 0.0291448 0.103814 0.0357612 0.0345164 0.0798761
threshold=34.542090938800008 33.96174662340001 0.38906020780000011 0.39458399450000009 0.43166372265000008 33.151194885250007 0.38573695400000008 0.47727612945000003 38.938637541200009 39.039757512550004 38.115457128050004 0.34392682850000006 0.4755546241000001 0.47670728420000003 0.34512439750000007 0.47612346935000005 0.47305469895000007 0.4588185982500001 41.395309858300003 48.315732392000008 0.45612406815000006 0.32144247180000002 41.902916368500009 0.37331217625000007 0.47778509625000004 0.47868327295000007 0.34458549145000011 0.34545372890000009 0.34458549145000011 0.48101853240000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 8 10 -10 11 -2 16 15 -15 -14 17 18 -11 20 21 22 -20 -24 -9 26 -26 -28 -27 -30
right_child=7 -3 3 4 -6 -7 -8 24 9 12 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 28 27 -29 29 -31
leaf_value=-0.037944291103437028 0.018381953061905421 0.072869311393556638 0.10099788581858052 -0.10138918220149983 0.063992490473057398 -0.0055252026872291884 -0.10393300896612778 0.0093136502030833433 0.052883686175584067 0.029119443754624399 -0.048635821283047338 -0.048555718395170144 -0.037239300919734097 0.024773119554701056 -0.018528460584635996 -0.11023632945465896 0.019249409685256146 -0.051980372756414678 0.087755149580653613 0.0033301102447646836 0.064561036813290576 -0.10282445923697695 0.014649988687464383 -0.10158386955124588 0.028512337532898641 -0.023162744791387205 -0.059181401152825247 -0.014542981250430185 0.012723254896077098 -0.0010036498216088685
leaf_weight=0.083528865096838545 0.49045227495571964 0.14173046117844379 0.047696451656520367 0.018606787597672536 0.033158888460987024 0.072373230389672472 0.041526141576468945 2.6163609612267456 0.20592983718961466 0.53873938819401779 0.37423350074720929 0.25744948717984073 0.1976712642366748 0.76283584818884242 0.64409286335103388 0.20993587539194181 1.255642524700306 0.44770399443495978 0.054448519891593938 2.328769434858259 0.075500299681152683 0.17699851965086211 0.037551864079432562 0.063420894075949974 0.34610961819998809 0.62059576076450085 0.38052329264382934 0.33967814531933982 4.7990308798543984 36.33072135103977
leaf_count=63 37 36 2 17 118 13 3 41 5 28 14 22 23 23 32 25 41 33 14 38 5 51 11 105 9 18 30 24 113 1906
internal_value=1.08706e-06 0.0170881 -0.00954097 0.0507996 0.00454728 -0.0399399 -0.0598567 -0.000138859 -0.00300863 -0.000392593 -0.0193259 -0.00465994 -0.00200759 -0.012973 0.00494963 -0.074836 0.00198879 -0.00383243 0.0027487 -0.00244259 -0.0353983 -0.0581014 -0.00716934 -0.0583564 0.000374127 -0.000172133 -0.0164975 -0.038128 0.000244819 0.000598009
internal_weight=53.993 0.438621 0.29689 0.0994621 0.0517657 0.197428 0.125055 53.5544 8.12138 6.99924 1.12214 0.747902 6.79331 1.81454 1.40693 0.407607 4.97878 3.72313 3.27543 2.73669 0.40792 0.33242 0.155421 0.100973 45.433 42.8167 1.06631 0.720201 41.7503 41.1298
internal_count=2900 252 216 137 135 79 66 2648 507 434 73 59 429 103 55 48 326 285 252 224 186 181 130 116 2141 2100 63 54 2037 2019
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 1 0 0 2 0 0 1 1 0 0 1 1 2 2 0 0 0 2 2 2 1 0 2 2
split_gain=0.011016 0.0558814 0.046696 0.0213965 0.0286808 0.0118716 0.0123003 0.00782007 0.0833952 0.469348 0.0664729 0.0559716 0.0580179 0.0605019 0.0468167 0.176334 0.0903111 0.0691806 0.0272841 0.159249 0.144956 0.10353 0.121694 0.0918967 0.0492789 0.0320556 0.0303538 0.302536 0.241079 0.143393
threshold=34.542090938800008 33.96174662340001 0.38906020780000011 0.39458399450000009 0.43166372265000008 33.151194885250007 0.38573695400000008 0.48543456785000005 0.48851830785000006 41.468518788800004 0.48368312325000012 0.49128768600000011 0.34744468730000005 0.34829795515000012 0.4942366995000001 0.49588335680000006 0.35675578575000005 0.36106703390000006 40.166811829450005 39.749124837650008 0.47943175355000006 0.47694679800000012 0.47470135625000004 40.532725462000009 38.938637541200009 37.962710038050005 0.34479506600000004 0.48140774230000011 40.922041107600009 41.348489042950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 10 9 -9 18 -10 -13 -14 -15 -16 -17 -18 19 20 21 22 24 -20 25 -2 27 28 -25 -30
right_child=7 -3 3 4 -6 -7 -8 8 11 -11 -12 12 13 14 15 16 17 -19 23 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.034606097889428374 -0.011906899067382744 0.069215344443506729 0.1009022125381436 -0.10125544566626965 0.06001241141487576 -0.0049721547540993085 -0.10355075517474273 0.058980600019751167 -0.021019344258114914 -0.02086100205976377 -0.025148510120575875 0.028403732536398302 -0.041865324667796161 0.043690023316699689 -0.084582480503891624 0.028988943150343512 -0.040167868194317481 -0.00011728409651838524 0.030009192759599131 -0.05225922934707572 0.040952763892930268 -0.040812347324289851 0.055649065132680857 -0.083680404886355503 0.016169408555165712 -0.055243824359816396 -0.0032273923160923662 0.090180759517262912 0.05398805268733893 -0.0014135916330595783
leaf_weight=0.082485842821698907 0.52828551025303505 0.13466921779788876 0.043196374550461769 0.016857222742218347 0.03189097043787803 0.072380536986798916 0.037706044036895037 1.3966729547828465 1.303370152600112 1.5571147343621303 1.1316133900545526 0.7102854388467702 0.3499630037695195 0.24292492013774136 0.24648834816456755 1.0588141757180007 0.4395531300688188 22.935305314515062 1.049967908705187 0.66980806767992351 0.71584671399614297 0.75933470577001561 0.35522022884106252 0.32841721271097846 0.43260510048548895 0.25214755704435277 12.043256436557099 0.39381875749677409 0.52881577438165539 4.008087645262032
leaf_count=63 51 36 2 17 118 13 3 18 21 30 23 12 7 10 8 33 13 1655 28 26 22 21 7 12 13 17 364 5 14 238
internal_value=-2.50048e-06 0.0161452 -0.0089742 0.0496558 0.00424566 -0.0369673 -0.0562351 -0.00012917 0.00093034 0.0168914 -0.00151037 -0.000797447 0.000216919 -0.000575256 4.52772e-06 -0.000425465 0.000423516 -0.000870416 -0.000298115 -0.00811559 0.00159966 -0.0105033 0.00417202 0.0012836 -0.0109023 -0.0259085 -0.000459566 0.00587867 -0.000945087 0.00504395
internal_weight=53.8569 0.419186 0.284517 0.0919446 0.0487482 0.192572 0.120192 53.4377 30.2405 2.95379 23.1972 27.2867 25.9833 25.273 24.9231 24.6802 24.4337 23.3749 22.0656 3.71325 3.04344 2.32759 1.56826 18.3524 1.21304 0.780433 17.3024 5.25914 4.86532 4.5369
internal_count=2900 252 216 137 135 79 66 2648 1807 48 841 1759 1738 1726 1719 1709 1701 1668 818 157 131 109 88 661 81 68 633 269 264 252
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 2 1 0 1 2 1 0 0 0 0 0 0 2 2 2 1 2 0 2 1 0 1 0
split_gain=0.0105074 0.154127 0.227816 0.0551985 0.162991 0.159555 0.191083 0.180625 0.141098 0.0830077 0.0697007 0.0754656 0.137629 0.0648866 0.0619588 0.0874787 0.0522566 0.108514 0.106745 0.0967955 0.0683636 0.0812087 0.1225 0.0450793 0.0500997 0.0434125 0.111228 0.0364713 0.0352912 0.0744176
threshold=0.34500464060000008 0.48368312325000012 0.48181192180000004 42.508878681700004 0.34479506600000004 40.742467179200005 39.852039223600009 41.24714903835001 0.3447052483500001 0.4755546241000001 0.34392682850000006 48.461603274950008 0.31123319660000009 0.43780126340000008 0.47694679800000012 0.47470135625000004 0.47694679800000012 0.47778509625000004 0.47851860725000006 41.726652433350004 43.968221017800005 42.718072821900002 0.34506451900000007 38.938637541200009 0.47305469895000007 42.508878681700004 0.35675578575000005 0.37331217625000007 0.34512439750000007 0.48101853240000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 14 -7 10 13 11 12 27 -9 15 23 20 19 -19 -18 21 22 -2 24 -1 26 -24 -5 -20 -30
right_child=16 -3 -4 8 -6 7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 28 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0054359770243499065 -0.11702949274730988 -0.042098854407253146 0.068563764472168304 0.015494639197876865 -0.042313736091494136 0.074806891074338286 -0.065838133991463793 -0.0081799002805671289 0.044952254564352978 -0.031213540362034515 -0.040253082478742472 -0.0052920025125997826 0.064057550001512517 0.058511578738266748 -0.03385534218640826 0.0529405178419355 0.037997702178762138 -0.046679127161970688 -0.018718590619248823 -0.00034070222714859796 0.019956605614570518 -0.10770763290723823 -0.1033094617511936 0.021277260867781533 -0.067034600239916017 0.063015606745283198 0.026342786747253218 -0.10818839510930173 0.014624684240548897 -0.00048383966293850706
leaf_weight=0.67367108564928091 0.10667541041061346 0.91274674453961857 0.47310428228229362 0.036789880832658439 1.1601983825980005 0.50409262911193753 0.57393090710957029 0.28176949419182029 0.76651340184616845 0.43853585887700319 0.43224653718061734 2.0919996954682034 0.40467902483806029 0.30251147021044744 0.44431596808135498 0.34570192825049151 1.4642156041227274 0.48610995813714808 0.93532018554105789 1.1968401117703704 0.26327916868103785 0.14064664572110175 0.096800575405062705 0.46648227050900459 0.16422316315583885 0.094003440619417233 0.2091013245485609 0.067739195507222405 3.6000657551485338 34.523211218376787
leaf_count=95 5 13 11 10 33 14 19 41 24 11 9 41 38 17 11 6 19 39 16 37 15 47 39 12 5 6 39 72 99 2057
internal_value=4.54308e-06 -0.00282559 0.000897376 -0.00259928 -0.00913988 3.44017e-05 -0.0147181 0.0258148 0.00661863 0.00166923 -0.00306777 0.00311137 0.0376353 0.0263496 -0.000709541 0.00821562 0.000696465 0.0012078 -0.000107548 0.0207546 -0.023006 -0.0404824 -0.021818 -0.00363793 -0.017509 0.0035798 -0.0146848 -0.0646571 0.000472066 0.000942892
internal_weight=53.6575 10.5413 9.62851 9.1554 5.35543 4.19523 2.66833 1.52691 3.79997 1.02282 3.03345 2.60121 0.509208 0.584281 2.09439 1.65008 43.1163 42.2058 39.5447 2.66106 0.910507 0.647227 0.506581 1.30438 0.837894 0.399905 0.305902 0.104529 39.0586 38.1233
internal_count=2900 482 469 458 264 231 148 83 194 69 170 161 120 58 129 118 2418 2267 2211 56 151 136 89 112 100 84 78 82 2172 2156
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 1 1 0 2 1 0 0 0 2 2 1 1 2 1 0 0 1 0 1 2 2 0 2 1
split_gain=0.010457 0.131075 0.152369 0.131458 0.149143 0.0375507 0.246957 0.0993023 0.0518881 0.0651611 0.17129 0.146165 0.105671 0.05927 0.0446688 0.18351 0.120977 0.108413 0.297803 0.113609 0.201411 0.235477 0.101506 0.193835 0.0760975 0.0501486 0.0871425 0.138422 0.135257 0.0901796
threshold=0.48607826115000008 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.4901499955000001 0.49678153350000009 0.34829795515000012 0.34988473400000003 0.49850303880000008 35.97706729810001 0.35165114815000004 0.50041914915000019 0.50041914915000019 0.5025747732000001 38.703421923500009 38.828362408050005 0.36998892250000009 0.37668033890000002 41.468518788800004 0.38042274180000007 0.52215502530000013 0.52029879345000019 0.39078171310000004 0.52366695610000014 0.36254902550000007 40.580626202750004 42.448133449100006 0.53136133645000017 43.968221017800005 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -9 12 -11 -12 -10 -13 -15 -16 24 18 -18 -19 21 -21 -22 -24 -17 -25 -27 28 -28 -29
right_child=1 2 3 4 5 7 -8 8 9 10 11 13 -14 14 15 16 17 19 -20 20 22 -23 23 25 -26 26 27 29 -30 -31
leaf_value=-0.0015485624191663636 0.027549403693827079 -0.057475147245228619 0.053659767096994521 -0.063327338936491825 0.050267966139414505 -0.051284442406515168 -0.02068809978812686 0.028325499310664245 0.10125841597925628 -0.091885546811293739 -0.045496107492591607 0.031278146603620986 0.005630390675186398 -0.010438230712022455 0.069750710604208774 0.011843556672608148 -0.077843299616377593 0.041382997368350001 0.032967221966336988 0.0013391592114928559 0.020139337279326413 -0.075815847391711891 -0.11482801067565029 -0.010778857407716141 0.076098562456436092 0.015173634880182838 -0.1104397532091745 0.087349905499540054 0.025655299061117437 -0.003192176375595145
leaf_weight=23.916739273481895 1.78267102789687 0.46036102343350904 0.45803892612457531 0.37105239574384796 0.95492645446211355 0.37983457511290808 1.0085514498051642 0.64067614806970752 0.16193202300928899 0.20706753141712653 0.70031296424002931 0.62445339363717067 0.4034622141321289 3.4274937695907033 0.39130367795496823 0.42343353873002598 0.60001726147311518 0.66051903851211946 0.40707120096885774 0.84768859639919358 2.7441704998868763 0.74165387124040905 0.14857213291485649 2.9998803793791335 0.32638159326143068 3.8205970209906646 0.23048893623533251 0.11367352772504125 0.10689155461426481 3.4073817148292562
leaf_count=927 25 6 8 19 13 6 33 17 9 5 21 19 236 287 16 20 27 24 31 42 41 13 11 193 26 280 34 3 50 458
internal_value=5.94073e-06 0.00126408 -0.000423414 0.000538386 -0.000367838 0.000514437 0.013821 -0.000551325 0.000247105 -0.000518573 -0.00134555 -0.000520451 0.0330188 0.000909823 2.35581e-05 0.00201901 0.000511271 -0.00123984 -0.033053 0.000785167 -0.000983559 -0.0346646 0.00296074 -0.00139308 0.0398127 0.0001851 0.00446826 -0.00613212 -0.067321 -0.000269121
internal_weight=53.4673 29.5506 27.7679 27.3075 26.8495 26.4784 1.96348 24.515 24.1351 23.4944 22.9291 22.722 0.565394 22.0217 21.3972 17.9697 17.5784 16.8286 1.00709 15.8215 15.161 1.58934 13.5717 10.8275 0.749815 10.6789 7.67903 3.85844 0.33738 3.52106
internal_count=2900 1973 1948 1942 1934 1915 46 1869 1863 1846 1601 1596 245 1575 1556 1269 1253 1207 58 1149 1125 55 1070 1029 46 1018 825 545 84 461
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 1 0 0 1 2 0 0 1 0 0 2 2 2 0 0 1 0 1 1 1 1 1
split_gain=0.00952304 0.0471185 0.0421148 0.0247983 0.0560006 0.0212863 0.0200151 0.0251628 0.00905775 0.134046 0.140626 0.126312 0.235343 0.114007 0.093927 0.0446182 0.0541958 0.337328 0.109211 0.211667 0.164319 0.132552 0.0867382 0.0739472 0.0630693 0.128844 0.153654 0.081569 0.074109 0.119399
threshold=34.542090938800008 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.33960061075000009 0.39458399450000009 0.43166372265000008 0.34500464060000008 0.48368312325000012 0.47943175355000006 0.34458549145000011 42.541806567400009 0.47760546090000006 0.47739588635000008 0.34503457980000002 0.47760546090000006 0.47778509625000004 41.289992964000007 41.726652433350004 42.718072821900002 0.4755546241000001 0.47851860725000006 0.34512439750000007 0.48101853240000009 0.3453938505000001 0.34569324270000007 0.34542378970000004 0.34554354660000003 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 5 -4 -5 -1 -6 -8 9 10 11 14 13 -13 -2 -10 18 -18 -17 -20 -21 -22 -19 -24 25 -25 -27 -26 -29 -30
right_child=8 -3 3 4 6 -7 7 -9 15 -11 -12 12 -14 -15 -16 16 17 22 19 20 21 -23 23 24 27 26 -28 28 29 -31
leaf_value=0.0037067536166636578 -0.0011233178107023342 0.065317451555152589 0.10048401362439444 -0.10322264538759125 0.10081158730019076 -0.085388364990330257 -0.10114035002499987 0.055641376060226636 0.026380292130724625 -0.039267605118542707 0.028251887778865142 -0.023323154841945106 0.022264884215770483 -0.080052776172505224 0.042060302342660637 0.024196923731137222 0.066809540662890826 -0.04256234733727135 -0.090074329742731857 0.018345542583323875 0.0029975538247429229 -0.086474566946528941 -0.041011524526171093 0.039102935155410606 -0.026494138135377134 -0.032298158569404191 0.020226908774498134 0.030560787254888106 -0.049618427989233382 0.00035741077911610091
leaf_weight=0.041728400379381303 5.1823741614940779 0.12829793173789916 0.034702238161116838 0.03439154801890254 0.038919932208955288 0.075036702816545731 0.015350322373310021 0.030730833184427597 0.65776637585486142 0.91670337892355824 1.5565714945519173 0.79508841832966959 0.69617432203085616 0.63891992761273286 0.55789986101189004 0.58330270666270623 0.76500291749834914 0.47848646704369358 0.39975751818929017 0.93466548891319667 0.29905385071374013 0.37099769904065028 0.42878849284897924 1.2610770460596534 1.1726322460453946 0.92244450430007452 1.4056016928661845 0.79223902325611462 0.48541482770815392 31.536061069226307
leaf_count=38 307 36 4 3 2 34 17 118 7 13 29 27 25 17 15 40 10 39 8 39 34 49 12 31 22 31 37 12 11 1833
internal_value=8.17513e-06 0.0153961 -0.00825003 0.0260747 0.0044472 -0.0535484 0.0480106 0.00341504 -0.000108073 -0.00276184 0.000788056 -0.00464358 -0.0254396 -0.0485989 0.00307372 0.000537907 0.000131596 0.0010558 -0.0138854 -0.0249673 -0.00874826 -0.0465418 -0.00025133 0.00028138 0.00075259 0.0133597 -0.000585161 -0.00057878 0.000347332 -0.000400175
internal_weight=53.2362 0.399158 0.27086 0.154095 0.119393 0.116765 0.0850011 0.0460812 52.837 10.3437 9.42703 7.87046 2.13018 1.43401 5.74027 42.4933 41.8355 39.2477 2.58778 2.00447 1.60472 0.670052 38.4827 38.0043 37.5755 3.58912 2.32805 33.9863 32.8137 32.0215
internal_count=2900 252 216 144 140 72 137 135 2648 433 420 391 69 44 322 2215 2208 2038 170 130 122 83 2028 1989 1977 99 68 1878 1856 1844
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 0 2 2 1 2 0 0 2 1 2 1 0 1 0 2 1 1 2 0 1 1 0 0 2
split_gain=0.00930359 0.123123 0.0515591 0.0775935 0.113534 0.252859 0.0999173 0.038613 0.207449 0.136145 0.121174 0.381353 0.0996176 0.10586 0.0955544 0.210904 0.192414 0.0934395 0.041559 0.263544 0.168848 0.452244 0.169614 0.113037 0.17632 0.106862 0.158961 0.102069 0.425489 0.34513
threshold=0.48607826115000008 0.34566330350000002 0.48661716715000009 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.4901499955000001 43.45354240915001 43.061965423550006 0.34581299960000006 43.902382686800003 0.48015029490000011 0.47796473160000008 44.527357125550004 0.35585760905000008 40.660558922250004 0.34620220950000008 0.48368312325000012 0.34479506600000004 0.48140774230000011 40.79983011445001 0.34506451900000007 0.34524415440000006 40.742467179200005 0.47814436690000012 0.34545372890000009 0.3453339720000001 0.48119816770000007 0.48077901860000011 41.792045663550006
decision_type=2 2 2 2 2 2 2 2 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 14 -10 11 -9 13 -12 16 -16 17 18 19 23 22 -22 -20 24 -1 26 -23 28 29 -27
right_child=1 2 3 4 5 6 -8 10 9 -11 12 -13 -14 -15 15 -17 -18 -19 20 -21 21 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0016043256865070972 0.030808186089070894 -0.035679854214748098 0.054420196635203061 -0.05035252348797057 0.10410916869351337 -0.053254600771773353 0.00040949345971546917 -0.025828273090370907 -0.098445449649243885 0.00035870591503818944 0.046924006717788527 0.10637925447609829 -0.03867991661609986 -0.0018877956330482599 -0.10909684520059755 0.011023282195850404 0.03727118198133314 -0.033823763878912901 0.041357436920041346 0.085841676858961963 -0.067734547923944968 -0.0027073053376789722 -0.0068909753391030093 0.018591897510638954 -0.068890586493754791 0.018760363766917611 0.050939672493298928 -0.029222218127119271 0.066950643416281638 -0.082838988263400165
leaf_weight=2.1527160188383969 1.3402673048731255 0.40409689014268479 0.26240170467645185 0.44437123462558048 0.23399479477666574 0.35160083651089991 26.257019543677302 0.43656826326358 0.37354438369237897 0.22254626655512766 0.52657549567322881 0.4361518993973732 0.59387710515670722 2.8438593822997689 0.25791595962941727 0.33735939366215462 1.2664418890533955 0.93828226963523853 1.3675220819236167 0.38406348042190064 1.2458568873407783 1.7997884854343627 1.5595077069894099 1.8300975655328011 0.47546216097543936 0.7007517309975817 0.79688224786514172 1.877481930889189 0.68965590046718706 0.63945065598181827
leaf_count=133 20 7 3 5 6 17 1915 41 52 14 38 3 15 98 40 26 40 18 35 6 40 53 39 109 15 16 25 21 8 42
internal_value=7.96256e-06 0.00120048 -0.000219102 0.00030104 -0.00021939 0.000610549 -0.000299613 -0.00146277 -0.00350167 -0.0615576 0.0065104 0.040244 -0.000915849 0.00573825 -0.00161258 -0.0410214 -0.000289001 -0.00317934 -0.0013266 0.00635749 -0.00481159 -0.01254 0.0156509 -0.000489772 -0.013777 -0.00196741 0.0137562 -0.0124167 0.00312722 -0.0297157
internal_weight=53.0461 29.2938 27.9535 27.5494 27.287 26.8426 26.6086 23.7524 18.9153 0.596091 4.83703 0.87272 3.96431 3.37043 18.3192 0.595275 17.724 16.4575 15.5192 4.84234 10.6769 7.74987 2.92703 4.45828 2.62818 6.50401 2.59667 3.90734 2.02986 1.3402
internal_count=2900 1973 1953 1946 1943 1938 1932 927 732 66 195 44 151 136 666 66 600 560 542 263 279 205 74 257 148 165 78 87 66 58
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 2 0 2 2 0 0 1 0 0 0 0 0 0 1 2 0 1 2 2 1 1 2
split_gain=0.00963059 0.0505039 0.23603 0.122761 0.0387885 0.0583896 0.114403 0.109485 0.089302 0.0776618 0.0496798 0.0959464 0.0871126 0.065584 0.0464067 0.0804302 0.0722965 0.0682734 0.0910742 0.0636696 0.060805 0.0436311 0.0352214 0.185707 0.474483 0.100172 0.0601466 0.0715862 0.107633 0.069151
threshold=38.994321257850011 38.703421923500009 38.592454371550012 38.512991772500008 0.50449088350000015 0.52772372085000019 0.52266399210000014 0.39051226010000012 37.272044000450002 0.52803808270000008 36.372781240150012 35.97706729810001 0.49850303880000008 0.50041914915000019 0.39458399450000009 0.54279811980000015 0.54017843775000018 0.54679500610000009 0.55041765215000005 0.55892039160000018 0.56369569775000017 0.36543816055000006 39.268993001500007 0.52266399210000014 0.39078171310000004 39.420767558750008 39.788107623550012 0.34524415440000006 0.39024280710000009 39.995120105550008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 8 -8 -6 -7 11 12 21 -12 -11 16 -16 -17 -19 -20 -21 -1 23 -2 -25 -24 27 -27 -29 -28
right_child=22 -3 -4 -5 5 9 7 -9 -10 14 13 -13 -14 -15 15 17 -18 18 19 20 -22 -23 25 24 -26 26 29 28 -30 -31
leaf_value=-0.0016988716149960511 -0.038445096232814363 0.02076810547178912 -0.11157977553877794 0.07867405503170577 -0.027492310690361156 0.089452107671486383 -0.11483338184037302 -0.016601071403223117 0.03053988976082694 -0.040550401612841923 0.0024770776935318125 -0.082493767458902814 0.056682324697658631 0.035901274780080865 0.0061602258586723538 -0.059843155662959772 0.09299336899400823 0.10128952367252726 -0.10342054604451889 0.052384427454149868 -0.044785654415859487 -0.06537726990761826 0.03341082457821646 0.10600893316349172 -0.043965663869661081 0.011023017107932001 0.023594392040685717 -0.045812532578154389 -0.0027073727872056206 -0.00033443247524869431
leaf_weight=0.4078086564098572 1.2141170984832563 1.3594254101080308 0.18556102197589996 0.20645741021786523 0.65405413590815464 0.10544282151386131 0.21753302028446331 0.23715755835610253 0.44598003755709215 0.22933913001907047 1.5999551696755676 0.16099933108216646 0.2135146825821721 0.92729025240987528 0.21440595153717368 0.2075592484407025 0.17345385471708141 0.087104622191418457 0.063796129082452246 0.14124504795859139 0.11836457689702873 0.14616562779701781 0.88176110011408937 0.37836630269885052 0.47676782682282237 0.84605257640941944 1.2481507272873944 1.0919998802264674 1.2337508500170882 37.256229338263061
leaf_count=98 19 48 12 12 39 2 10 33 16 12 67 10 17 7 35 18 10 6 36 14 261 5 24 3 38 16 48 27 41 1916
internal_value=1.29785e-05 0.00318463 -0.000360195 0.00278698 0.000320123 -0.00821752 -0.0214047 -0.0635974 -0.00396468 0.00707467 0.00747351 -0.0123078 0.00241539 0.014741 4.29172e-05 0.00929768 0.0449927 -0.0131021 0.0105307 -0.0139139 0.00808139 -0.0185004 -0.000562874 -0.0133034 0.0223927 5.65953e-05 -0.000649095 -0.0138853 -0.0229464 0.00044124
internal_weight=52.7298 8.10261 6.74319 6.55763 6.35117 2.89544 1.55472 0.454691 1.10003 1.34071 3.45573 0.928488 0.767489 2.52725 1.23527 1.00593 0.38786 0.61807 0.41051 0.323406 0.25961 0.553974 44.6272 2.06925 0.855134 42.5579 41.6762 3.1718 2.32575 38.5044
internal_count=2900 768 720 708 696 492 98 43 55 394 204 130 120 74 392 380 45 335 317 311 275 103 2132 60 41 2072 2048 84 68 1964
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 2 1 2 1 0 0 2 2 2 1 2 2 2 2 1 2 0 2 2 0 2 2 1 2
split_gain=0.0109464 0.0623776 0.043082 0.0883198 0.0461374 0.0925359 0.050439 0.0460243 0.0806101 0.0393312 0.052582 0.0255008 0.0564975 0.0203519 0.0280831 0.0971569 0.0725259 0.0696174 0.0727392 0.041346 0.0324684 0.027368 0.0767374 0.0488529 0.0285533 0.151793 0.0819985 0.0519682 0.026792 0.0831521
threshold=36.514114975300011 36.372781240150012 0.42314601355000009 0.42646926740000007 0.50482021495000018 35.461062230100005 35.131296350900008 0.36449507500000006 34.394321486900004 0.37138109635000011 0.51243974730000008 0.52161611930000007 34.997818021800008 37.020641110850008 37.858673296900008 0.37668033890000002 38.052786106700005 37.511241581900002 37.272044000450002 38.318569170500005 0.39724858540000008 38.703421923500009 0.53978922790000017 38.994321257850011 39.268993001500007 0.52266399210000014 39.420767558750008 39.530201452500002 0.34575312120000007 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 -6 -11 -12 -13 -2 15 -15 -16 18 -17 -18 -19 22 -21 -23 25 -25 -26 -28 29 -29
right_child=13 -3 3 4 9 -7 -8 -9 -10 10 11 12 -14 14 16 17 19 20 -20 21 -22 23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.07448382846861977 -0.012068895237527274 0.055160091251675591 0.1022748173435804 -0.057046173302200236 0.078144660214498549 -0.061119965775535114 0.048967329031908209 -0.06558962195830674 0.092879007774790995 -0.10175991731404277 0.04750196733088502 0.031564554785692714 -0.10088835497634129 0.040976202025559995 -0.039091172549560897 0.0048318892155058309 0.024550547316046799 0.060159198242309177 -0.074010454610088552 -0.03749741705125522 -0.0054200617364905694 0.01878595298242627 0.021699909901629694 -0.034368737444796661 0.030377584061542978 0.021332728734426987 -0.022878628065827536 -0.026691394892657747 0.0021788141172475804 -0.00097897372818917688
leaf_weight=0.073694911271256491 1.4144901996286652 0.24000946616951058 0.085609705187380203 0.070403948423655383 0.098763052374124527 0.29984892497304827 0.19448195661971113 0.11497802248049993 0.073096412321319804 0.039634281598409871 0.16570395954204287 0.10433054646174877 0.046582343260352488 0.69102319181547389 0.47765531252894433 0.23264707378899629 0.6800608718143043 0.14820664219678292 0.2354383291010933 0.63062255562061764 0.1538865531746012 1.3529379740261891 0.33546812162423123 1.2218747168662951 0.87329580547520791 0.815936914946917 1.0199596520221792 1.3659571269399773 23.403637070978757 15.873954212846636
leaf_count=55 60 12 2 31 5 10 11 11 10 6 17 173 65 33 24 24 48 7 19 33 37 48 27 19 24 41 24 37 1424 563
internal_value=1.48304e-05 0.00814055 -0.000114075 0.00412323 -0.00283369 -0.0180285 0.010497 -0.0184484 0.0193229 0.0223057 0.00682556 0.0204184 -0.00931974 -0.000241598 9.62877e-05 0.0137535 -0.000319017 -0.0106714 -0.0348244 7.02679e-05 0.0267531 -0.00028475 -0.0169416 6.56279e-05 -0.000502575 -0.0120659 5.13915e-05 -0.000584266 -2.4784e-05 -0.00301623
internal_weight=52.5342 1.60714 1.36713 1.29343 1.20782 0.752809 0.45296 0.258478 0.1435 0.455014 0.356251 0.316617 0.150913 50.9271 49.5126 1.4612 48.0514 0.770179 0.468085 47.5737 0.302093 46.8936 0.966091 45.9276 44.5746 2.03781 42.5368 41.6635 40.6435 17.2399
internal_count=2900 408 396 341 339 73 63 52 41 266 261 255 238 2492 2432 120 2312 87 43 2288 44 2240 60 2180 2132 60 2072 2048 2024 600
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 1 0 0 0 0 0 2 2 0 2 2 2 1 0 0 2 2 1 2 0 2 2 1 2
split_gain=0.00925437 0.0622568 0.10802 0.0939475 0.0395589 0.0407311 0.0406965 0.0371893 0.0603007 0.0868108 0.0436721 0.028529 0.0164526 0.0231693 0.0844584 0.0592074 0.038144 0.0337325 0.0275796 0.0259267 0.0354559 0.022555 0.0237523 0.0478579 0.0230614 0.122451 0.0670255 0.0419116 0.0217043 0.0829205
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 36.072790850000011 0.37852160115000005 0.37982395740000008 0.38733870245000007 0.51700547890000015 0.52161611930000007 0.52877159370000015 0.54317236010000014 0.56793209785000009 37.020641110850008 37.858673296900008 0.50579323975000012 38.052786106700005 37.511241581900002 38.318569170500005 0.39724858540000008 0.52290350590000012 0.52428071015000011 38.512991772500008 38.994321257850011 0.41808628485000005 39.268993001500007 0.52266399210000014 39.420767558750008 39.530201452500002 0.34575312120000007 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 -8 -9 -10 -11 -12 -2 14 -14 -15 19 -17 -18 -16 -21 -19 23 -23 25 -24 -26 -28 -29 -30
right_child=12 2 4 -5 5 6 7 8 9 10 11 -13 13 15 16 17 18 21 -20 20 -22 22 24 -25 26 -27 27 28 29 -31
leaf_value=0.0072485617079368989 -0.010840705368644371 -0.06179111793228919 0.080495500190008354 0.08894932094372833 -0.10291973170782419 0.061820048342852409 -0.10303348767475602 0.10019193410107635 -0.1053615581897893 0.062576092794272051 -0.10095165285295081 0.04974492741456088 0.045883013558853269 -0.035441558905809772 -0.03927574035843133 0.022249729163179612 0.056084759513343463 -0.019631863212553738 -0.0048789573637021627 0.035849672365463756 -0.030320090377701361 0.021834559209542363 -0.030745124948668264 -0.015589576840360154 0.027581307434878646 0.019303473885134509 -0.020507972910127577 -0.0027144432521156387 0.019838565863408066 -2.0951410982278703e-05
leaf_weight=0.5214752942332328 1.4171231756588216 0.27822650317102671 0.078147481039195554 0.19277430899592218 0.033302817493677139 0.11886107223108411 0.035581751126301242 0.054392449506849516 0.075091107467926577 0.1054506703953848 0.035375577922680534 0.019480574363326397 0.49805787975492666 0.47434448791972172 0.31493593845516443 0.67559585477778128 0.1433412006826984 0.59316870071300698 0.15385964816111652 0.15371285751461983 0.17113568121687095 1.2427355253399799 1.2289039517636404 0.47129006372216498 0.86605264828540285 0.81177259796538681 1.0238613635597165 17.241473352332232 2.3356026380928396 21.060623666858202
leaf_count=109 60 12 8 9 2 11 8 5 22 19 39 164 31 24 5 48 7 36 37 3 37 39 19 33 24 41 24 600 90 1334
internal_value=1.48301e-05 0.00763135 -0.0109275 0.0292994 0.0145395 0.00374603 0.0117424 -0.00655132 0.00529519 -0.0166322 0.0249305 -0.0474361 -0.000216934 8.74546e-05 0.0126082 -0.000286677 -0.00507911 6.40093e-05 0.0245241 -0.0188308 0.000990327 -0.000255744 -7.41332e-06 0.0115444 -0.000451677 -0.010836 4.6612e-05 -0.000525774 -2.23252e-05 0.00196159
internal_weight=52.4258 1.54816 0.83391 0.71425 0.555684 0.477536 0.444233 0.325372 0.28979 0.235398 0.160307 0.0548562 50.8776 49.4605 1.43504 48.0254 0.936985 47.5511 0.297201 0.639784 0.324849 46.8755 46.2823 1.71403 44.5683 2.04068 42.5276 41.6616 40.6377 23.3962
internal_count=2900 408 290 118 278 270 268 257 249 244 222 203 2492 2432 120 2312 89 2288 44 45 40 2240 2204 72 2132 60 2072 2048 2024 1424
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 2 0 2 0 1 0 0 0 0 0 1 2 0 0 1 1 0 2 2 2 2 2 1 0 0
split_gain=0.00915296 0.0524262 0.0828398 0.0391959 0.212068 0.116443 0.0745782 0.0797249 0.0732876 0.110282 0.101383 0.118377 0.0913601 0.069661 0.0670728 0.0572884 0.056486 0.0821622 0.0644169 0.0713341 0.0563743 0.046123 0.0892862 0.082743 0.0439614 0.0410101 0.0390365 0.0915121 0.271712 0.237597
threshold=39.211875820650008 0.34193587020000005 35.818873074050011 0.39078171310000004 0.52772372085000019 38.771633980050005 0.50300889195000009 37.360990606650006 0.52803808270000008 0.39410496695000002 0.54279811980000015 0.54384599265000022 0.54585192060000021 0.54679500610000009 0.53978922790000017 0.38185982460000006 38.771633980050005 0.55041765215000005 0.55892039160000018 0.45393850480000009 0.39772761295000009 0.47612346935000005 37.962710038050005 37.020641110850008 38.386256906100009 37.272044000450002 39.788107623550012 0.34524415440000006 0.50356276755000018 0.52104727400000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 15 -6 -10 14 -12 -13 -14 20 -8 17 -15 -19 24 -11 22 -3 -23 -20 -21 27 -2 -29 -30
right_child=26 3 -4 4 8 -7 7 -9 9 10 11 12 13 16 -16 -17 -18 18 19 25 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.010030443238289298 0.018446322880067607 0.022144583743024318 -0.074774173529742333 -0.1110256088923445 0.088854445647620114 0.029499338870605265 -0.02375214939823771 -0.043751345607456166 -0.10602165298545921 0.046195183483602367 -0.098227404085863612 0.06740611064921305 -0.10555501222945717 0.097151612697089773 0.072012097559118679 0.024306016740977123 -0.031398585966675052 -0.10296193437006346 0.002509558471142208 0.013271552465103496 -0.043005494595895782 0.0014202362171061502 -0.059292146932801028 0.03768608819488025 0.084854297747640042 -0.10300336027357726 0.00038955744341795362 -0.080787358274855253 0.058018355248850934 -0.018282161330049427
leaf_weight=0.24365483482745176 0.90538699165335756 0.27437782188202975 0.2184629097484958 0.17996647988835013 0.092928058933467006 1.8754704155144279 0.48289417054183992 0.66781292619998567 0.096988586170482782 0.14908504135382816 0.14131711213849474 0.16602343012436893 0.074563935399055481 0.10236691467089543 0.29270311206346378 0.51003118355583865 0.45250670477582844 0.055570841584991371 0.13544172180873915 0.055192626640871323 0.13501484381549744 1.7887732639088656 0.26433189396198031 0.97042796155437816 0.12436461271136068 0.067345581013080746 38.490932884243449 0.56211210371839149 0.49803607049398158 2.2604816421862211
leaf_count=56 18 47 32 50 2 30 19 25 5 15 6 13 3 8 14 29 37 36 64 166 26 40 8 28 4 53 1964 19 9 74
internal_value=1.54029e-05 0.00280251 -0.0300603 0.00446124 -0.00676534 0.00827462 0.000246968 -0.017035 0.00199679 -0.00194344 0.0032292 -0.0115349 -0.00160195 -0.0123359 0.0384166 0.000933657 -0.00533467 0.0164948 -0.00235945 0.0122623 0.0038037 0.00894969 -0.0178145 0.0141752 0.0419265 -0.0506318 -0.000612106 -0.00973535 -0.0174192 -0.0045065
internal_weight=52.3346 9.61762 0.462118 9.1555 2.32138 6.83412 4.95865 1.66074 2.14141 2.04849 1.9515 1.37469 1.23338 1.06735 0.576803 0.992925 0.992789 0.540282 0.437915 0.382345 0.2841 3.29791 0.53871 2.7592 0.259806 0.122538 42.7169 4.22602 3.32063 2.75852
internal_count=2900 816 88 728 502 226 196 73 452 450 445 390 384 371 55 48 368 331 323 287 41 123 55 68 68 219 2084 120 102 83
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 0 1 2 1 1 2 2 2 2 2 0 1 0 1 0 0 2 2 2 1 1 0 2 0
split_gain=0.00789844 0.0904534 0.0256702 0.0166444 0.0394047 0.0338879 0.0391645 0.0179541 0.0300807 0.0452369 0.0256763 0.0486217 0.031861 0.0350514 0.0507207 0.0337268 0.0170771 0.032735 0.0156297 0.0103079 0.0371077 0.0805864 0.0500101 0.0904971 0.0590742 0.0523651 0.0842816 0.0597564 0.047638 0.0409647
threshold=0.46613873835000008 0.47106374065000006 0.47383311875000006 0.50663153795000015 0.52041855035000018 0.59210802070000013 0.68186581240000022 0.49703601690000004 50.448116877400004 0.49901200560000009 0.48627286610000009 45.673096293200011 49.110028829250005 41.902916368500009 41.792045663550006 40.742467179200005 0.6777042603500002 0.52332265500000019 0.63075955810000017 0.44286099220000008 0.55041765215000005 0.55538756325000016 39.995120105550008 41.093509583400007 38.592454371550012 0.43706775245000007 0.43625939340000008 0.56167480015000015 38.386256906100009 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 -3 7 -5 6 16 10 9 -9 12 -12 13 14 15 -4 17 -6 -11 20 29 -22 24 -24 28 26 27 -25 -23 -1
right_child=1 2 3 4 5 -7 -8 8 -10 18 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025686357930260163 -0.10490675320667098 0.057584971791274447 -0.10145862521220964 -0.10292417116022382 0.07799275690615172 -0.10347244514752266 -0.10114103186101103 0.063544694358959514 0.086082938512727053 -0.0096021841319673673 0.025486580859480731 -0.10219667679741018 0.04337609890533374 -0.067704031217460492 0.10156214578460135 0.038542192845597158 0.099490726944392469 -0.1003454126181369 -0.10198440173157758 0.0060978981663685691 -0.060440160186985385 -0.049594321426731119 0.036400331468010048 -0.0010165338976090967 -0.10208356579889084 -0.061604407600526136 0.023879494992695198 -0.10358567320643292 0.10120806603579341 0.01393635842381211
leaf_weight=44.367315571435078 0.089180301899490111 0.072757741011191479 0.036821023386482077 0.053766463514360652 0.026963476700416322 0.026035179507259976 0.020232251201784957 0.064302100076975677 0.06185162637848407 0.040753900359618456 0.052413255306746009 0.069198615998175228 0.13783613856867305 0.085092161658394616 0.043744228780269623 0.03230352218815824 0.041574080645773392 0.016647202158353025 0.033259285164360719 2.7867804736790083 0.31160579238154884 0.054396822729933514 0.49101332602731396 0.11382707032726103 0.106515024822329 0.20491133496034308 0.40551049914211035 0.11337507559062487 0.034066349267959595 2.1311995570332547
leaf_count=1761 33 22 39 70 8 79 56 10 6 37 34 26 11 18 1 11 7 99 18 224 59 53 13 28 18 23 11 28 1 96
internal_value=1.15922e-05 -0.0087689 0.000595505 -0.00432435 -0.0308035 -0.00130476 0.0239279 0.003134 0.0281124 0.00218922 -0.0077968 -0.0471667 0.00646137 -0.0192416 0.0172944 -0.036033 0.0536331 0.00991696 -0.051116 0.000184166 -0.000156803 -0.0141038 -0.00462726 0.00231308 -0.0519208 -0.0176688 -0.00343972 -0.0521991 0.00847828 0.000393664
internal_weight=52.1252 1.00473 0.915552 0.842795 0.185219 0.131452 0.105417 0.657576 0.200167 0.138315 0.457409 0.121612 0.335797 0.197961 0.112869 0.0691245 0.0851848 0.0436107 0.0740132 51.1205 48.3337 1.83522 1.52362 1.32864 0.194978 0.837624 0.632713 0.227202 0.0884632 46.4985
internal_count=2900 585 552 530 319 249 170 211 71 65 140 60 80 69 51 50 114 107 55 2315 2091 234 175 103 72 90 67 56 54 1857
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 2 2 0 0 0 0 2 0 0 0 2 0 2 1 2 2 0 2 2 0 0 0 0 2
split_gain=0.00843618 0.102556 0.147317 0.0539243 0.185538 0.039618 0.0665226 0.0388302 0.0340016 0.165592 0.183465 0.154784 0.122727 0.11032 0.101869 0.107474 0.10803 0.150459 0.164697 0.124276 0.0795839 0.0568815 0.0619307 0.06559 0.0530237 0.0451088 0.101008 0.0906537 0.0788802 0.103933
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 42.564639561200003 0.34744468730000005 42.654057868200006 42.674081447500008 42.233786329550007 0.51589772760000019 0.49967066855000003 0.49320379630000005 0.52290350590000012 43.061965423550006 0.48759019190000008 0.48607826115000008 0.47997065955000012 43.968221017800005 0.47715637260000004 42.718072821900002 0.3447651268000001 43.32600771660001 43.022303514600004 0.47440196400000006 43.57842012870001 44.421469061800003 0.55754318735000019 0.56793209785000009 0.54191491270000014 0.53592706805000012 43.933728833200007
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 10 13 -10 -13 14 15 16 17 18 -8 21 -11 -20 23 -23 -18 27 -27 28 29 -14
right_child=3 2 -4 5 -6 6 8 -9 11 20 -12 12 25 -15 -16 -17 24 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=9.1225650460369274e-06 -0.022351926626300731 -0.066300343286171112 -0.0046178164366414689 -0.026557119050926538 0.055132016119934672 0.039186262050528747 0.076971151077750488 0.029946925113362693 -0.10760103083716582 0.084854010629636351 -0.057469329421339456 -0.087597434923101486 0.058028552597200349 0.050476340628038401 -0.044657846799507961 0.02331873191852862 0.031067007419779941 -0.068474008025562583 -0.041575635074918162 -0.10538439430156524 0.019466276812454233 -0.11078318642081822 0.06005100397944494 0.027058765468663277 -0.00075864585302470899 -0.10440575742838848 -0.0047156668318244083 0.048625837565445917 -0.047090516044437591 -0.015087620140172562
leaf_weight=34.801499694262404 0.54233343725001748 0.56679083011397224 1.2219464613752391 0.532300148517037 0.71840237821288611 0.44702396671038869 0.20304358936845701 0.4387024369890743 0.15084405192354866 0.32932173156587019 0.53707546777988646 0.1667668989978498 0.31328324753303627 0.4595257961846072 0.47822525894343915 1.9066905913723529 0.63206691786240332 0.55453369988276791 0.23271515918509422 0.15179167786399361 0.42811138911216062 0.056474947098635653 0.19157307967543602 0.088798333653016925 3.0477172455480002 0.10951396731343255 1.4131287881858154 0.47816051787097524 0.30174112540748865 0.51238165085451826
leaf_count=1690 20 33 44 33 24 11 3 22 31 15 25 47 21 15 15 39 26 32 14 61 49 29 3 21 109 30 277 43 24 94
internal_value=6.27718e-06 -0.000803855 -0.0241629 0.00200836 0.0218006 0.000190019 0.00126939 0.000381816 -6.06772e-05 0.00308392 -0.000890461 -0.00854557 -0.00401081 0.00290643 8.67482e-06 0.00303195 -0.00446616 -0.0272927 -0.0025885 -0.0249826 0.047896 -0.00355506 0.022712 -0.0265273 0.00470796 0.000445249 -0.0118857 0.0121394 -0.00333544 0.012655
internal_weight=52.0125 37.0289 1.78874 14.9835 1.26074 13.7228 13.1905 35.2402 12.7435 9.29766 8.54023 3.44582 3.29498 8.00316 7.54363 7.06541 5.15871 1.47893 0.924397 0.721353 0.757433 0.569562 0.336846 0.145273 3.67978 3.12821 1.52264 1.60557 1.12741 0.825665
internal_count=2900 1789 77 1111 44 1067 1034 1712 1023 456 392 567 536 367 352 337 298 163 131 128 64 67 53 50 135 489 307 182 139 115
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 1 0 0 2 0 2 2 2 1 0 0 0 0 1 1 1 0 2 2 2 2 0 0 0
split_gain=0.00802403 0.0658956 0.0439129 0.0671371 0.0249041 0.0238317 0.0154118 0.0595625 0.0765647 0.0282663 0.0709796 0.0918432 0.0271173 0.0620372 0.0701159 0.11387 0.0545259 0.211722 0.116262 0.0576957 0.15242 0.0379703 0.0425057 0.0332444 0.022371 0.0585826 0.0293502 0.0846045 0.199701 0.205592
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.3972336157500001 50.065525775750011 50.264779514000004 0.31123319660000009 0.39672464895000009 0.41155953415000007 48.852845034800005 0.42646926740000007 35.818873074050011 44.157169339850007 43.812290675100009 0.34554354660000003 0.5089817670000002 0.47760546090000006 0.47943175355000006 0.47997065955000012 0.41367024935000007 0.39167988980000007 0.44578006650000007 0.6003263375500002 46.177190236600005 43.542456167850005 43.368902217050007 42.773538294100007 0.47886290830000006 0.48368312325000012 0.48759019190000008
decision_type=2 2 2 2 2 2 2 2 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 -1 -8 -9 10 11 -10 13 24 -15 -16 -14 -18 -19 20 -20 -21 -23 -24 25 26 -12 -28 -29 -30
right_child=1 2 3 4 5 -7 7 8 9 -11 12 -13 16 14 15 -17 17 18 19 21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.010689191113248555 -0.10533296397974301 -0.10290372657852237 0.10241911806237756 -0.0645587358928911 0.067287543257934179 -0.0077062881502605214 -0.035767466018038367 0.052689919477477191 0.0083236512775098134 0.019810550353933649 0.00031293868078629959 -0.11514310207070566 -0.037967914438280209 -0.012334142877689603 0.059462832115095704 -0.0036577700048228811 0.090384904765652418 -0.11311154699800373 0.0066982887351764876 0.040545221770775741 -0.1049145008851957 -0.036161962224886247 0.035632485023891866 -0.02307580976417066 -0.014712912658382246 0.030992169520002135 -0.053244379420994241 0.038891074236844708 -0.087968327981109429 -0.0040830817501050871
leaf_weight=1.3461031076445582 0.066495108403841097 0.037340050097554922 0.066613070666790009 0.061936839586721248 0.051107855078953435 0.24797671006356836 0.46524628216331976 0.27613924958495673 0.1183515782231187 0.70185928260616393 39.682749804345697 0.12272200781528397 0.55599366162460073 0.49112465791404147 0.67374115428538039 0.49636237094091484 0.21743506938219059 0.11190735921263684 0.33729862604968708 0.25368541427353719 0.19199969958572183 0.26452252355011296 0.27379064341585035 0.14891525405528228 1.052370355599918 0.60308972196304367 0.39320334460000994 0.77258492435794357 0.37340517132543016 1.3429855559661232
leaf_count=140 22 3 1 30 10 153 29 15 16 34 1792 42 35 11 18 33 4 2 63 43 49 23 18 43 48 34 61 20 9 99
internal_value=3.79963e-06 -0.0122203 0.00109554 0.0101765 -0.00684342 0.00510873 0.000130522 -0.000154186 0.000180836 -0.000113995 -0.000402459 -0.0545289 -0.000131953 0.000405276 0.0193769 0.0326868 -0.0105961 -0.00213932 -0.0148552 -0.00737625 -0.0337886 0.00748164 -0.00472354 0.0149501 -0.00030743 4.37539e-05 -0.000394745 -0.0101384 -0.00332855 -0.0223325
internal_weight=51.7991 0.53147 0.464975 0.427634 0.361021 0.299085 51.2676 49.9215 49.4562 49.1801 48.4782 0.241074 48.2372 45.8816 1.66123 1.1701 2.35555 1.79955 1.58212 1.47021 0.529298 0.940914 0.687228 0.422706 44.2204 43.168 42.5649 2.88218 2.48898 1.71639
internal_count=2900 219 197 194 193 163 2681 2541 2512 2497 2463 58 2405 2125 62 51 280 245 241 239 112 127 84 61 2063 2015 1981 189 128 108
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 1 1 0 2 1 1 2 0 0 1 0 1 1 1 0 0 0 0 0 2 2 2 0 1 1
split_gain=0.00726641 0.0438084 0.0698306 0.0350593 0.0458095 0.185408 0.0816973 0.0754882 0.0329286 0.0926596 0.101784 0.0581796 0.181982 0.0440631 0.078701 0.0561896 0.113645 0.172247 0.0767158 0.116462 0.0690896 0.118679 0.055372 0.117157 0.0859909 0.0751074 0.031467 0.0802289 0.117843 0.0800888
threshold=39.211875820650008 0.34193587020000005 35.818873074050011 0.34307356065000005 0.47778509625000004 0.3459626957000001 0.35759408400000009 0.49588335680000006 38.703421923500009 0.39078171310000004 0.42274183410000005 38.318569170500005 0.54017843775000018 0.49850303880000008 0.36501901140000009 0.49967066855000003 0.36597706655000006 0.36927038110000004 0.37668033890000002 0.51929582950000019 0.52266399210000014 0.52290350590000012 0.52324780695000006 0.52772372085000019 38.238138001450004 37.962710038050005 39.788107623550012 0.51818807820000012 0.39024280710000009 0.42019700010000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 -8 11 -10 -11 13 -13 -9 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -25 27 -2 -29 -30
right_child=26 3 -4 4 5 6 7 8 9 10 -12 12 -14 14 15 16 17 18 19 20 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0085599879694167706 0.0070145469175176183 0.039919554225101225 -0.070292928643128513 -0.021768535618406071 0.087105005251470843 -0.051296868517999777 0.06038685481851376 0.032004229766024274 0.027944983037275613 -0.046913629543151189 0.017167161387752029 -0.080635767968013805 0.027415475569671135 -0.050212390096819687 -0.04113948101411808 0.035798784595485238 -0.10923116400190536 0.051324745095379924 -0.064585081256407453 0.046024549872179216 -0.11042894240208111 0.068056682458666876 -0.10440393038537998 0.0058117302697729889 0.090288974630220981 -0.10227302056711739 0.00034569088842187226 -0.049900786160481596 0.013767026760497151 -0.034598023619650836
leaf_weight=0.24307393688126921 1.8154856945920972 0.26430759951472182 0.20876307586240728 0.69031304892297463 0.26640557916834851 0.27473179978551332 0.23192692580295204 0.43488256353884924 1.4563471535220744 0.44930959420162231 0.55287056005829527 0.3378696019497055 0.28936919298310215 0.30610051751136813 0.26927279674055205 0.93051024526357684 0.15019046515226397 0.2705562241135343 0.28380741001637932 0.32569783292910859 0.099620256572961696 0.118727896362543 0.10436014484906764 0.69307052145207615 0.1101700616686685 0.07086520963673193 38.021582479346996 0.88114776737347744 0.94656732137082122 0.5363994672961212
leaf_count=56 43 5 32 62 13 12 11 12 14 15 42 23 26 11 5 9 7 13 22 18 2 2 33 337 7 27 1964 12 21 44
internal_value=1.20068e-06 0.00251034 -0.0278726 0.00403887 0.00295093 0.00507687 0.00226088 0.00422655 0.00243087 0.0118405 -0.0115623 -0.0023936 -0.0307876 0.00187956 -0.00162991 0.00270968 0.00644906 -0.00581381 0.00166488 -0.00577334 0.00518961 -0.00592311 0.00356555 -0.00425986 0.00769642 -0.00421457 -0.000559662 -0.0087956 -0.0209368 -0.00372695
internal_weight=51.6343 9.43312 0.451837 8.98128 8.71698 8.02666 7.76026 7.48553 7.2536 2.45853 1.00218 4.79507 0.627239 4.16783 3.73295 3.42685 3.15758 2.22707 2.07688 1.80632 1.52251 1.19681 1.09719 0.978466 0.874106 0.763936 42.2012 4.1796 2.36411 1.48297
internal_count=2900 816 88 728 723 661 648 636 625 71 57 554 49 505 493 482 477 468 461 448 426 408 406 404 371 364 2084 120 77 65
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 2 2 2 1 1 2 1 0 0 1 0 2 1 0 2 0 0 1 2 0 1 0
split_gain=0.00743342 0.0378892 0.0307452 0.0215368 0.0452563 0.0186229 0.0249416 0.0159544 0.00771504 0.0834971 0.0683364 0.0450219 0.0304866 0.263939 0.39937 0.127931 0.0977978 0.0925983 0.103093 0.0953018 0.0721333 0.125369 0.304398 0.106309 0.186712 0.226571 0.109 0.188961 0.197031 0.163942
threshold=34.542090938800008 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.39458399450000009 0.43166372265000008 0.33960061075000009 42.487106141350004 42.37975859965001 42.508878681700004 0.34988473400000003 0.34494476210000008 41.43512228960001 0.34458549145000011 0.47694679800000012 0.48181192180000004 0.34524415440000006 0.48077901860000011 40.878805547300004 0.34560342505000002 0.48119816770000007 40.982542372850013 0.48181192180000004 0.48218616210000004 0.34581299960000006 42.027086531450003 0.4942366995000001 0.39513787010000007 0.48414718120000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 12 -10 -11 13 16 15 -15 -2 18 19 -14 -19 22 -22 -23 -25 -26 29 -28 -29 -27
right_child=8 -3 3 4 5 6 -8 -9 10 11 -12 -13 17 14 -16 -17 -18 20 -20 -21 21 23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0015936320484617114 -0.0016430513680046853 0.063330843502806586 0.10042572072720918 -0.1025230703154318 0.10067726827386364 -0.10122567990411567 0.054980148681809671 -0.078951228931532155 0.05943131501276986 -0.0091058555881371166 0.0010282972585732087 -0.044321521250614823 0.029449183573904594 -0.018009140846073884 -0.090112735495329555 0.082953722523238196 0.037443434585104074 -0.015928684253064328 0.04673618755224395 -0.014490581228063399 -0.036748884080269537 -0.039132547696192017 0.05171256672963534 0.061697487543489721 -0.082849980160856165 -0.056773567941793536 0.082009467701488009 -0.064207282453390468 0.040163462092478147 7.8960703986194104e-05
leaf_weight=0.039582305326233747 3.7839456692627307 0.10936066938211653 0.028809652896597981 0.029464279767125845 0.032556151039898396 0.015530445800281178 0.02990426395393242 0.064940028555633633 0.20316703081084142 0.85233170407968717 14.430945248757647 0.63239875562067027 0.91671306387025042 0.31539911991825398 0.80152511186315678 0.20844686077907681 0.77048678416758765 2.6956206250697532 0.8905885072890668 1.0694858597162236 0.54795179230802205 0.70064674359309975 1.3408163524873087 0.48642643085259152 0.33261482045054691 0.52160689001903549 0.4371570050716389 0.29629501109593548 0.46431834739539113 18.380606515662986
leaf_count=38 135 36 4 3 2 17 118 34 11 29 1100 26 17 46 15 5 11 72 15 30 40 8 38 5 7 10 4 17 46 961
internal_value=-8.22479e-07 0.0145198 -0.0076492 0.0236465 0.00306134 0.0429502 0.00158603 -0.0484491 -0.000100361 -0.000879128 0.00183911 -0.0241054 0.000107261 -0.00646004 -0.0457353 0.0221656 0.00496932 0.00143509 0.0184656 0.00578944 -0.000434588 0.00134206 0.026049 -0.00081642 0.000466913 -0.000990766 0.000363842 0.0296178 -0.000493898 -0.00148989
internal_weight=51.4296 0.350148 0.240787 0.136265 0.107455 0.0779909 0.0454347 0.104522 51.0795 36.4454 14.6341 1.48473 34.9607 5.8798 1.32537 0.523846 4.55443 29.0808 2.87679 1.9862 26.2041 23.5084 1.88877 21.6197 20.919 20.4326 20.1 1.19777 0.760613 18.9022
internal_count=2900 252 216 144 140 137 135 72 2648 1537 1111 55 1482 212 66 51 146 1270 62 47 1208 1136 78 1058 1050 1045 1038 67 63 971
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 0 2 2 1 2 0 2 2 0 1 1 0 1 2 2 1 0 0 1 1 2 1 2 1
split_gain=0.00736862 0.0826966 0.0279084 0.0234129 0.0368209 0.0305266 0.0353263 0.0197832 0.0686051 0.0273612 0.0227431 0.020723 0.0162001 0.0537938 0.015621 0.0282765 0.0105009 0.0352069 0.073382 0.123275 0.121781 0.092493 0.0333625 0.102045 0.0508717 0.153097 0.0412502 0.0895374 0.0380378 0.0330715
threshold=0.46613873835000008 0.47106374065000006 0.57811143375000007 0.50663153795000015 0.52041855035000018 0.59210802070000013 0.68186581240000022 44.710446918150005 41.902916368500009 0.48627286610000009 41.792045663550006 0.62143349005000015 46.377258487500008 50.448116877400004 0.6777042603500002 0.52332265500000019 0.44286099220000008 0.55041765215000005 0.43967246490000006 39.995120105550008 41.43512228960001 0.43590012275000006 0.57161462230000015 0.56704889075000009 0.46208197360000008 0.45051046375000009 42.406961525800007 0.45206730335000006 45.673096293200011 0.42829556000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 7 -5 6 14 8 10 -9 11 -4 -11 -14 15 -6 17 29 19 -19 -21 -22 23 24 25 -18 27 -24 -28 -1
right_child=1 2 3 4 5 -7 -8 9 -10 12 -12 -13 13 -15 -16 -17 22 18 -20 20 21 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=4.8139225292584794e-05 -0.10458800988410284 -0.10123223105912259 -0.10035023677553917 -0.10269556017097324 0.074440763716330946 -0.103045347458622 -0.10100742291334747 0.052335998093872328 -0.072714928719977187 0.032533216178416167 0.1014102263133871 0.033208256730002959 -0.078809653639825034 0.040833626716022899 0.099068597517145543 -0.10029272864352386 0.022061434370899774 -0.085915532374468084 -0.072240259410877958 0.038581633611410739 -0.080201117563269753 -0.0023798651277547604 0.016884343424668373 0.053676727206806107 0.033016698395227993 -0.056304377475632286 0.024896357938260314 -0.10292617990305131 -0.022651010751804639 0.024045155592629291
leaf_weight=45.161340069535818 0.082193860055995605 0.026200047336949694 0.014339685439259897 0.049015926519966779 0.025059939356140148 0.023112872235430348 0.018112321949052212 0.1936394246386044 0.1015683167397583 0.1056032283231616 0.039608538150787354 0.06119500406252687 0.07464039177284576 0.075686389907787088 0.038785527777690731 0.014690458314230881 0.58659754878175296 0.17533165072465706 0.19300859726976671 0.56995876430391923 0.20270603217048233 0.61941503950583865 0.12258901966802671 0.4784261811437317 0.34838219452649344 0.43354358189313302 0.37319110066164285 0.12699087869285819 0.3063873606870402 0.58169767778785697
leaf_count=1772 33 18 72 70 8 79 56 17 42 5 1 33 21 24 7 99 27 90 21 19 74 30 27 24 10 41 13 49 33 85
internal_value=4.29694e-06 -0.00875151 0.000394609 0.00358316 -0.029686 0.000195471 0.0248849 0.0120106 -0.012808 0.0239743 0.0400362 0.00785319 0.00251545 -0.0185718 0.0539188 0.00986493 0.000168592 -0.000180768 -0.0140581 -0.00689362 0.00305914 -0.0215678 0.00614667 0.0139222 2.42683e-05 -0.0112428 -0.00930922 -0.0440775 0.00345967 0.000353301
internal_weight=51.223 0.943452 0.861258 0.835058 0.168777 0.119761 0.0966482 0.666281 0.216712 0.449569 0.115143 0.0755347 0.25593 0.150327 0.0785359 0.0397504 50.2796 47.5035 1.76042 1.56741 1.39208 0.822121 2.77611 1.84695 1.36852 1.02014 0.929158 0.24958 0.679578 45.743
internal_count=2900 585 552 534 319 249 170 215 148 67 106 105 50 45 114 107 2315 2091 234 213 123 104 224 102 78 68 122 76 46 1857
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=2 0 1 2 2 0 1 1 0 2 1 2 1 2 2 2 0 0 2 2 2 1 0 1 1 2 2 1 0 1
split_gain=0.00724367 0.0389064 0.0710304 0.0288377 0.0274335 0.0648607 0.0933963 0.070127 0.202198 0.052318 0.0634395 0.0270122 0.176004 0.258927 0.101155 0.0483183 0.0244267 0.166567 0.0738269 0.0808791 0.169223 0.0651953 0.0876387 0.0644488 0.0549291 0.0900985 0.0455783 0.0402314 0.0788124 0.0568376
threshold=39.211875820650008 0.45612406815000006 0.31810424840000007 39.134693790050008 39.788107623550012 0.51818807820000012 0.39024280710000009 0.42019700010000005 0.56323163980000013 39.995120105550008 0.36998892250000009 40.305698932850007 0.35585760905000008 40.08085804200001 40.496232821400007 40.380906245900007 0.54191491270000014 0.54475913895000005 40.823855932350007 41.322103772800006 41.558544840500012 0.42552618185000007 0.55754318735000019 0.42552618185000007 0.44578006650000007 41.811877919650009 50.065525775750011 0.40367054880000008 0.5339660489000001 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 2 -1 -3 5 -2 -7 -8 -9 10 -6 12 -11 -14 15 -13 27 -18 -19 23 -21 26 -23 -20 -24 -26 -22 29 -29 -16
right_child=4 3 -4 -5 9 6 7 8 -10 11 -12 14 13 -15 16 -17 17 18 19 20 21 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.012805872814079598 0.0059829280606176222 0.0025017164971444703 -0.087728537792118796 0.030757326072691139 0.046914602636063889 -0.045045013164188123 0.012484887714927673 -0.10156197046952745 0.023733632094409308 0.014329031404206325 0.00092568643898385523 0.0066865632355169076 0.012748236500083027 -0.081731487091276658 -0.0019425376560235745 0.05158780999437499 0.046427145404401321 -0.045847395570640964 0.058551957885101036 -0.10723751368822572 -0.10187282806894843 0.046405991083138115 -0.030599537337350765 0.0063037966754403169 0.08509053853134238 -0.0019287961557689992 0.025488425416915969 0.015125727386847929 -0.063546416022002214 0.029569986809615863
leaf_weight=0.1509451801152949 1.8001286699145556 8.5446690461650618 0.13150232582332788 0.37714606983127019 0.52452565217390545 0.87800873623928088 0.94206806345664496 0.2363446192612173 0.28304015665503357 1.3407164191457916 0.70058875043787339 0.42371733279895707 0.53216779998172092 0.63760998137846059 26.553759442753265 0.55171815318749395 0.84182784924268972 0.35414197524210056 0.38625610785675224 0.15716012554844416 0.1028604159512273 0.39178072321556134 0.60829987716351785 0.6072504437471089 0.12761301911357481 1.7594805332148551 0.038659122627663578 0.22505001771450039 0.29327639507209824 0.58496902912156556
leaf_count=32 43 698 74 12 14 12 21 17 27 30 34 24 21 33 994 24 30 38 8 16 60 19 44 50 21 338 19 104 28 15
internal_value=-7.32779e-07 0.00253935 -0.0340011 0.00369615 -0.000558944 -0.00828689 -0.019267 -0.0037801 -0.0332818 0.000288635 0.0206156 -0.000393293 -0.0104033 -0.0387498 0.000345658 0.0320833 -0.000591543 0.00557672 -0.00200882 0.00170589 -0.00606259 -0.000812582 0.00243569 0.0266169 -0.00446772 0.00395581 -0.0670813 -0.00179038 -0.0293881 -0.00126329
internal_weight=51.0873 9.20426 0.282448 8.92182 41.883 4.13959 2.33946 1.46145 0.519385 37.7434 1.22511 36.5183 2.51049 1.16978 34.0078 0.975435 33.0324 5.37533 4.5335 4.17936 3.18585 3.02869 2.88717 0.993507 2.49539 1.88709 0.14152 27.6571 0.518326 27.1387
internal_count=2900 816 106 710 2084 120 77 65 44 1964 48 1916 84 54 1832 48 1784 643 613 575 517 501 422 58 403 359 79 1141 132 1009
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 2 2 1 2 1 2 2 2 2 2 2 2 1 1 1 2 1 1 2 2 0 1 1 1
split_gain=0.00733889 0.0318525 0.0266955 0.0161403 0.0232659 0.0142897 0.00715972 0.0713614 0.125509 0.0417132 0.164404 0.0372292 0.0546107 0.0766618 0.0715607 0.237568 0.0362247 0.0365974 0.0379204 0.127751 0.12332 0.199621 0.204965 0.142231 0.145119 0.15773 0.123206 0.139832 0.10984 0.0297667
threshold=34.542090938800008 33.96174662340001 0.38906020780000011 0.39458399450000009 0.43166372265000008 33.151194885250007 42.487106141350004 42.297164883650005 0.34632196640000007 42.564639561200003 0.34744468730000005 42.654057868200006 42.674081447500008 42.686561923500008 42.773538294100007 42.852084787850011 42.898324343550009 43.022303514600004 0.34560342505000002 0.34581299960000006 0.34587287805000005 43.124157941850008 0.34632196640000007 0.35319301815000009 43.147345722250009 43.19689381845 0.47997065955000012 0.34491482290000003 0.34427112960000006 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 29 -9 10 -8 -11 -13 -14 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 27 28 -19 -2
right_child=6 -3 3 4 -6 -7 9 8 -10 11 -12 12 13 14 15 16 17 18 19 20 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.054304561757833547 -0.0061617482441894481 0.060210629992747823 0.10061093404438426 -0.10111333141287045 0.055157047931837733 0.008674742946787389 -0.022187269791755136 -0.059871412081188569 -0.0023820074164793374 -0.025983310875961486 0.051234749196857547 0.035773849861849727 -0.056578395584078844 0.034382902511045074 -0.10076368371095097 0.030742359563443601 -0.030484173541427035 -0.00028901603688502239 -0.046833356292081976 0.090155807827107026 -0.073410828180380361 -0.10537549592897054 0.049834699347030748 0.103250500791425 -0.10337070629656347 0.0010902855143124267 0.041592933986218994 -0.0521709314384948 0.053633910255089103 0.0015279574389549921
leaf_weight=0.094075838728824301 6.1312941628325879 0.10543480142903583 0.029401872307062149 0.014065521991273755 0.029527837372029242 0.058386352286124321 0.53964342735901272 0.55446613133668066 1.2051531283803738 0.52419487769628759 0.70130448990403238 0.44128046833270573 0.2351570882165096 0.61223723124481821 0.23248624363686055 0.40455325569564493 0.37370913877202028 2.5317405367238104 0.61705671082103197 0.15135088295210142 0.35903425428398339 0.16640480405430924 0.68213348230347026 0.13334621529861568 0.15009011993572574 3.9130109369293109 0.89465155613970626 0.447974519681967 0.44400691377813917 28.127382686724019
leaf_count=66 219 36 2 17 118 13 20 33 44 33 24 11 11 33 22 22 44 144 16 4 23 14 12 5 11 599 18 33 12 1241
internal_value=-3.55316e-06 0.0148406 -0.00637661 0.0433536 0.00473596 -0.0301862 -0.000100675 -0.000857048 -0.0204972 0.00177102 0.0193062 0.00013669 0.00120719 -2.80219e-05 0.00106975 -0.000703533 0.00136076 0.000266696 0.00136212 -0.00366668 0.00112801 -0.0013654 0.00376183 0.00748442 0.000600375 -0.00276848 0.00854999 -8.44504e-05 0.00775674 0.000151727
internal_weight=50.9046 0.330892 0.225457 0.0729952 0.0435934 0.152462 50.5737 36.0183 1.75962 14.5554 1.24095 13.3144 12.7902 12.3489 12.1138 11.5015 11.2691 10.8645 10.4908 6.17243 5.55537 5.40402 5.04499 4.87858 4.19645 4.0631 4.31837 3.42372 2.97575 34.2587
internal_count=2900 252 216 137 135 79 2648 1537 77 1111 44 1067 1034 1023 1012 979 957 935 891 684 668 664 641 627 615 610 207 189 156 1460
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 0 0 2 2 1 0 2 2 2 1 0 0 1 1 1 0 0 0 1 1 0 1 2 2
split_gain=0.00716466 0.0591459 0.0185355 0.0202635 0.0260288 0.0158118 0.0147632 0.0131588 0.209162 0.0694172 0.0193742 0.107322 0.0239837 0.0211947 0.0515797 0.0620047 0.101328 0.0474231 0.0473703 0.0997007 0.0895322 0.062825 0.168473 0.0564114 0.0465879 0.0365857 0.138601 0.0253599 0.0681196 0.0508401
threshold=49.275256100300005 49.49736495185001 52.932444045400004 0.5810754169000002 0.61532588845000014 0.49994012155000006 0.55671985870000007 0.39614083410000006 48.461603274950008 48.315732392000008 0.31123319660000009 0.39950899675000007 48.852845034800005 44.157169339850007 43.812290675100009 0.34554354660000003 0.5089817670000002 0.58859016195000013 0.39167988980000007 0.41367024935000007 0.41865513010000005 0.47760546090000006 0.47943175355000006 0.50356276755000018 0.35759408400000009 0.38780276035000005 0.51017933595000009 0.45877368940000007 46.177190236600005 47.673928029900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 6 -5 -4 -3 8 9 -1 -9 -12 13 14 -13 -16 -17 18 21 -20 -21 24 -23 -24 -15 26 -25 -19 -29 -30
right_child=1 2 5 4 -6 -7 -8 10 -10 -11 11 12 -14 17 15 16 -18 27 19 20 -22 22 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.022342734091822275 -0.10480949958346408 0.0023940270904217373 -0.104099747930296 -0.10142494111847847 0.003937914913201784 0.01065155325908123 0.048544847110739954 0.012395631712204268 -0.074815075407201531 0.10715983956677178 -0.0548292398555347 -0.00037832353001142078 0.018586032362886595 -0.059326944300784494 -0.012030836826681655 0.05690404569524965 -0.0036461953399642534 0.041346856795608761 -0.10466207497076921 0.077759102576847067 -0.050863529401252321 0.088023508924443397 -0.060042456711546788 0.10086022709130751 -0.0010128015897089549 0.063392241515755843 -0.10281110326474302 0.032767452999515126 -0.10727797852891835 -0.0029065374483271205
leaf_weight=0.053743267568889475 0.06028016106700107 0.16138073135994802 0.029162819369719983 0.033781157932025963 0.076640782203867275 0.020412991421153492 0.12149878439595341 1.2246654656280487 0.14705305162351578 0.18009580671787262 0.35879238588131457 43.675945177563619 0.6892346288295802 0.30787303652323605 0.48558055376633902 0.63908807514235355 0.48695824394235387 0.21207481995224942 0.1777413675677052 0.083489306993214996 0.15383554290087531 0.20227207615971565 0.20810551236718311 0.056478744743799325 0.24684648623224348 0.086143329739570618 0.081810714673792972 0.26112802698389714 0.078931501672968807 0.1141871458157766
leaf_count=123 22 35 43 30 51 11 27 36 5 1 16 2109 34 40 11 18 33 7 49 12 40 4 15 3 10 4 43 20 30 18
internal_value=-4.04326e-06 -0.0118776 0.000771389 0.00803466 -0.0282955 -0.0568505 0.0222161 0.000114937 0.0186312 0.0773962 -2.65945e-05 -0.000339579 6.56317e-05 -0.000202773 0.000269954 0.0178386 0.0307191 -0.00963009 -0.0189423 -0.0480293 -0.00561494 -0.0087929 0.01269 -0.0225389 -0.0333775 0.0122363 -0.0196298 0.0127951 -0.000534953 -0.0455653
internal_weight=50.7152 0.503157 0.442877 0.393301 0.110422 0.0495758 0.28288 50.2121 0.380892 0.233839 49.8312 48.6065 48.2477 47.5585 45.2876 1.61163 1.12605 2.27092 1.6046 0.415066 0.237325 1.18953 0.63481 0.432538 0.55472 0.224433 0.138289 0.666321 0.454247 0.193119
internal_count=2900 219 197 143 81 54 62 2681 129 124 2552 2516 2500 2466 2171 62 51 295 220 101 52 119 69 65 50 50 46 75 68 48
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 2 0 1 0 1 1 0 1 2 2 2 1 0 1 2 0 0 0 2 2 0 2 2 0 1
split_gain=0.00790276 0.0746747 0.0205635 0.0716454 0.0372532 0.0371459 0.0362408 0.0191897 0.0212381 0.013563 0.0365919 0.015442 0.0103053 0.0295703 0.152244 0.0500776 0.0734276 0.13387 0.0380909 0.0540353 0.0265497 0.0676124 0.0754841 0.0374607 0.0963031 0.0369824 0.0366989 0.06827 0.0879183 0.030109
threshold=0.46613873835000008 0.47106374065000006 44.710446918150005 0.48544953745000008 41.811877919650009 41.792045663550006 0.62143349005000015 0.48250052395000009 0.62406814170000013 0.49703601690000004 0.50064369330000014 0.66697104880000013 0.44286099220000008 39.468990633150007 39.268993001500007 41.986601436450009 0.45280081435000008 0.56915960600000015 0.45664800455000004 38.828362408050005 0.55041765215000005 0.55538756325000016 0.55754318735000019 41.093509583400007 40.823855932350007 0.55240861050000023 42.027086531450003 42.297164883650005 0.56639022785000004 0.42829556000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 4 -4 5 6 -3 -8 -9 -5 -11 -12 20 14 18 -15 17 -17 19 -14 29 25 -23 24 -24 -22 -25 -28 -29 -1
right_child=1 2 3 9 -6 -7 7 8 -10 10 11 -13 13 15 -16 16 -18 -19 -20 -21 21 22 23 26 -26 -27 27 28 -30 -31
leaf_value=-1.3330066359850863e-05 -0.10424976494243442 -0.10085971774989325 0.087668200988474429 -0.030402949564882327 -0.071553184042592852 0.10116894114798336 0.10037050217731268 0.042063329120859458 -0.10085283714867713 0.052268012689656175 -0.045787248437650439 0.0085121087283712288 0.020466941304741082 -0.019195608652952171 0.103254119688309 0.090790051645321515 -0.008480469353667067 -0.017645123334774745 0.042914379839420182 -0.048716780482040367 -0.1046053016345726 0.063817639315831176 -0.024635010652369293 -0.062352023704941972 0.060447453816841794 -0.029522089029286953 0.043070292184071303 -0.10558750011914853 0.00091449926431507909 0.023186422799234146
leaf_weight=44.72401890738135 0.075844324568375865 0.036421153545272311 0.09782992108102917 0.15657272833232128 0.10024209151288233 0.03298848494887352 0.021744262156964567 0.026173963808105327 0.017251617240034767 0.10986995563143864 0.10610185160226138 0.1034279444522781 0.21452835108053081 0.82064434867788794 0.17998294439166784 0.26240950817662401 0.64232583579628511 0.20110686281782364 0.14523565644951475 0.23829407738230657 0.10387570731415685 0.14880363041700118 0.35056555206419637 0.206573428993579 0.21439039707183838 0.17803730469157841 0.15390306567678635 0.12092463338706239 0.21590040790124476 0.56649518871002058
leaf_count=1772 33 121 11 34 100 1 4 6 153 12 39 71 41 50 4 15 36 32 34 12 22 25 63 14 5 37 5 30 33 85
internal_value=-4.00336e-06 -0.00937351 -0.000474662 0.0097268 -0.0254026 0.0089728 -0.020965 0.0236854 -0.0147128 -0.00629303 0.00552587 -0.018984 0.000162778 0.00616526 0.022619 -0.000479824 0.0134091 0.043743 -0.0016478 -0.0159404 -0.000182745 -0.0124779 -0.00354545 -0.0114867 0.00765222 -0.0571878 -0.0269931 -0.0121086 -0.0373211 0.000276853
internal_weight=50.5725 0.884468 0.808624 0.573802 0.234822 0.134579 0.101591 0.0651698 0.0434256 0.475972 0.3194 0.20953 49.688 2.70453 0.778041 1.92649 1.10584 0.463516 0.598058 0.452822 46.9835 1.69297 1.41106 1.26226 0.564956 0.281913 0.697302 0.490728 0.336825 45.2905
internal_count=2900 585 552 167 385 285 284 163 159 156 122 110 2315 224 91 133 83 47 87 53 2091 234 175 150 68 59 82 68 63 1857
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 2 0 2 0 1 1 1 2 2 1 0 1 1 1 2 0 1 1 0 2 0 1 0 1 0
split_gain=0.00870099 0.0908585 0.0293162 0.0226466 0.0161931 0.0847294 0.0362822 0.0147848 0.0421201 0.0325475 0.0247083 0.0140297 0.0147988 0.0117394 0.0581001 0.0100343 0.0638568 0.0524829 0.0665084 0.0458254 0.0227632 0.0649184 0.124644 0.0597971 0.0361265 0.0228255 0.0636837 0.0564357 0.0789556 0.0334417
threshold=0.6018382683000002 0.45772581660000006 0.62143349005000015 0.47777012665000013 0.58859016195000013 47.480720532750006 0.59665878265000016 46.177190236600005 0.66294422320000013 0.5024400467000002 0.49901200560000009 0.50525433370000017 45.027406014450008 44.710446918150005 0.45877368940000007 0.57600071855000012 0.45772581660000006 0.46128858420000007 0.47536001915000009 41.093509583400007 0.56704889075000009 0.44805544745000009 0.43887907550000005 0.56369569775000017 39.468990633150007 0.55671985870000007 0.46208197360000008 0.56055207925000017 0.4410796084000001 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 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 13 -4 15 6 -6 8 10 -9 -5 -12 -13 14 -3 20 19 -18 -19 -17 23 22 -22 25 -23 29 27 28 -27 -1
right_child=1 2 3 7 5 -7 -8 9 -10 -11 11 12 -14 -15 -16 16 17 18 -20 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00010909741304769401 -0.10521604102610815 0.10097518962994101 -0.10227082244143554 0.056600766483711318 -0.040964086293787588 0.085220563125742152 0.03022236172742862 -0.10145274542426663 -0.10302870063973146 -0.0036726896365631232 -0.10248179638111628 -0.10021440128183637 0.10035194641209629 0.050741434084027197 -0.1008373812363844 0.00070914155923363427 0.048220317626956138 -0.10477365347761068 0.011645698936323197 -0.10219494442170805 0.034431302606751438 0.065695328897990832 -0.066750510275661395 -0.034496607284850933 0.012985340942292652 -0.013922779770660004 0.055452006622045351 -0.023845447851112207 0.059736757880940676 -0.025245061910889433
leaf_weight=45.348713413734878 0.089382450576098393 0.027626346796751022 0.026249243252042698 0.11768946230148458 0.16812225497331823 0.13454822344476725 0.12470553789884775 0.043400289549026638 0.025873940821835362 0.15787742364557289 0.01753932937508651 0.0057883594717296196 0.010094480589032173 0.13679094953022286 0.029496024717900582 0.070693752110666752 0.18622869624550731 0.069711313256844876 0.16573552872870057 0.11157848880702659 0.27080978939647937 0.26277708539907252 0.22119074068541522 0.50218966551950828 0.25739504740704433 0.29294335198249999 0.28027710228343483 0.47266752897371589 0.2891641319693008 0.52626096566198199
leaf_count=1870 23 1 19 23 46 13 29 11 105 88 14 71 1 26 90 23 10 33 40 28 28 20 28 44 25 40 11 35 15 90
internal_value=-2.2471e-06 -0.0111727 0.0028739 -0.0124506 0.000152169 0.0195336 -0.0106482 -0.00621762 0.0148657 -0.0247564 0.0350521 -0.0408273 0.0272573 0.0348416 -0.00323387 -1.57495e-05 -0.0128263 0.00855208 -0.0228238 -0.0622839 0.00014304 0.0149829 -0.0110574 -0.000171776 0.039613 0.00019335 0.0130827 0.00182425 0.0226679 -0.000181756
internal_weight=50.4435 0.687808 0.598426 0.404513 49.7557 0.427376 0.292828 0.378263 0.176986 0.201278 0.151112 0.0334222 0.0158828 0.193913 0.0571224 49.3283 0.603948 0.421676 0.235447 0.182272 48.7244 1.01217 0.492001 47.7122 0.520172 47.21 1.33505 1.05478 0.582107 45.875
internal_count=2900 472 449 332 2428 88 75 313 214 99 109 86 72 117 91 2340 134 83 73 51 2206 101 56 2105 45 2061 101 90 55 1960
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 0 0 2 2 2 2 0 1 1 0 1 1 1 2 2 2 2 0 0 2 0 1 2 2 0
split_gain=0.00790443 0.0687252 0.0178434 0.061786 0.031615 0.0352733 0.0271557 0.0205817 0.0297026 0.0187427 0.0176171 0.0179716 0.010419 0.0291575 0.0133516 0.0133483 0.00887046 0.0337156 0.0949131 0.0737194 0.0311291 0.0799387 0.0754416 0.0703161 0.111394 0.0844221 0.0822991 0.0912527 0.13256 0.0638686
threshold=0.46613873835000008 0.47106374065000006 44.710446918150005 0.48544953745000008 42.526729949000007 0.58736265385000019 0.59014700160000022 42.508878681700004 40.79983011445001 40.742467179200005 37.272044000450002 0.62406814170000013 0.49703601690000004 0.50064369330000014 0.66697104880000013 0.51781383790000013 0.42829556000000008 0.42067602765000006 41.134354310300004 42.178283198950005 42.467547400400008 41.986601436450009 0.54384599265000022 0.55671985870000007 41.24714903835001 0.56055207925000017 0.43887907550000005 39.468990633150007 39.268993001500007 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 4 -4 5 -3 -7 8 9 10 11 -8 -5 -14 -15 -16 17 -1 -19 -20 21 22 -18 29 25 -25 -27 28 -28 -24
right_child=1 2 3 12 -6 6 7 -9 -10 -11 -12 -13 13 14 15 -17 20 18 19 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0001729654961054193 -0.1039689979354786 -0.10109098000594359 0.086088171585763415 -0.027355739946278313 -0.10102480333763333 0.10090726467940972 0.08500587382134224 0.10053422871456874 -0.100642513220437 0.10057971398246167 -0.10068655564540932 -0.10065177704542927 0.048529869268522409 -0.042594231789302675 0.072700223155061458 -0.011743621608042355 0.064144308331972086 -0.044527684842480535 0.05825036831741795 -0.018236205191595509 -0.0088543458805196359 0.050119617106005113 -0.0055250510984252597 0.069542889809376923 -0.051606654189067361 0.049487971408086619 -0.0047651770558845806 -0.037515547901610137 0.10287036442354436 -0.076205677148335538
leaf_weight=43.904666639338188 0.070717937715766843 0.031660248604675645 0.086763987558697409 0.15187880198573112 0.043900297285119905 0.029562073447777948 0.018252421846543854 0.015267325565218925 0.033230813061287279 0.01859669310897516 0.016459201110466282 0.0072987916602701422 0.10144658405624796 0.10228702639210496 0.024586577084846795 0.078442747432518445 0.19101541644341047 0.59884395564578941 0.21761761070229113 0.29935220537390705 1.2691816211145441 0.42358557647094119 0.32632660304079797 0.25762330114594112 0.27663913181459054 0.35930386985175733 0.51758867404486497 0.50028568399284268 0.1468928437680006 0.21019428914712535
leaf_count=1796 33 47 11 34 63 3 24 1 75 2 87 83 12 39 3 68 12 37 8 34 157 18 13 19 18 38 88 38 3 36
internal_value=-3.39073e-06 -0.0096793 -0.000901419 0.00870397 -0.0253559 -0.00585299 0.0158916 -0.00714344 -0.0246625 0.0169973 -0.020002 0.0319721 -0.00593526 0.00467006 -0.017001 0.00840778 0.000158923 -0.0002633 -0.0174293 0.0139607 0.00440323 0.00964594 0.00349201 -0.0009728 0.00743159 0.0165983 0.00764876 -0.00525768 0.0190292 -0.0332158
internal_weight=50.3295 0.830352 0.759634 0.545406 0.214228 0.170328 0.138667 0.109105 0.0938379 0.0606071 0.0420104 0.0255512 0.458642 0.306763 0.205316 0.103029 49.4991 45.0205 1.11581 0.51697 4.47864 3.20946 2.78587 2.59485 2.05833 1.78169 1.52407 1.16477 0.664482 0.536521
internal_count=2900 585 552 167 385 322 275 272 271 196 194 107 156 122 110 71 2315 1875 79 42 440 283 265 253 204 186 167 129 91 49
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 2 0 2 0 1 1 1 2 0 1 0 1 1 0 1 1 2 0 1 2 0 1 1 1 0
split_gain=0.00818873 0.0804022 0.0237805 0.0201968 0.0154852 0.07048 0.033562 0.012352 0.0367584 0.0314994 0.018984 0.0134344 0.012925 0.0098585 0.0203961 0.0543092 0.016936 0.165678 0.0429096 0.109087 0.0632246 0.0781963 0.0560547 0.0595322 0.0417016 0.0304958 0.0492078 0.12964 0.0902492 0.0292947
threshold=0.6018382683000002 0.45772581660000006 0.62143349005000015 0.47777012665000013 0.58736265385000019 47.480720532750006 0.59336546810000013 46.177190236600005 0.66294422320000013 0.5024400467000002 0.49901200560000009 0.50525433370000017 45.027406014450008 0.57944372925000021 0.46128858420000007 0.5810754169000002 0.45393850480000009 0.46208197360000008 0.56501302355000016 0.44805544745000009 0.43887907550000005 41.678468725050003 0.56055207925000017 0.43590012275000006 40.532725462000009 0.54585192060000021 0.42019700010000005 0.40850573335000007 0.42194844465000009 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 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 13 6 -6 8 10 -9 -5 -12 -13 16 -15 -16 18 -18 22 20 21 -20 23 25 -25 29 27 -27 -28 -1
right_child=1 2 3 7 5 -7 -8 9 -10 -11 11 12 -14 14 15 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.00027540634918824078 -0.10466825185976775 0.032699120669423064 -0.10205030599870563 0.053963787845068049 -0.052741866487505618 0.081725916317753666 0.01564480426238251 -0.10135482713529048 -0.10266785170724937 -0.0023147738390601946 -0.10215973039944067 -0.10018635356520139 0.10033219660128381 0.0031164273095810021 0.0084046400592005539 -0.10383903399318445 -0.1021189493895704 0.016274413902932612 0.065758191369559973 0.06321277929472445 -0.041340514844285393 -0.017918747762863087 -0.028501701391755438 0.056600825990147055 0.010251476562405005 0.042968746183178357 0.047476260259083886 -0.10705235046036683 -0.028868820957469107 0.01515419960925098
leaf_weight=43.222825750604471 0.080510991288477274 0.17555459869741341 0.023282444270432467 0.10710647285046093 0.10443861246986852 0.12720115154053246 0.22937830325506869 0.040435650007566437 0.022840851019998443 0.15601976566608755 0.015183460552126604 0.0048503143383307199 0.0095317158848047256 0.25003859147817165 0.097106131356624381 0.077519632177755593 0.16396587292196052 0.42345316444502323 0.20368247583314658 0.3796422169567677 0.26954665699895486 0.24724500124102633 0.6869912700131654 0.29816194394516315 0.55629046376513358 0.087795780541909063 0.22851434178301133 0.16748966380986019 0.48025750005056977 1.2665488175139206
leaf_count=1746 23 117 19 23 34 16 49 11 105 88 14 71 1 34 16 39 46 48 25 15 39 22 45 14 45 26 12 43 62 52
internal_value=-1.29522e-06 -0.0112823 0.00226947 -0.0118164 0.000143294 0.0183852 -0.00575078 -0.00591453 0.0147582 -0.0226998 0.0343826 -0.036554 0.0327077 -2.79617e-05 -0.0151983 -0.0414224 0.000104372 -0.0167726 0.000310503 0.0198329 -0.00302541 0.0198779 -0.000146502 0.000274155 0.0264251 -0.000217441 -0.0178134 -0.0554583 -0.00425449 0.000163852
internal_weight=50.2034 0.635316 0.554805 0.379251 49.5681 0.461018 0.333817 0.355968 0.159513 0.196455 0.136672 0.0295655 0.014382 49.1071 0.424664 0.174626 48.6824 0.587419 48.095 1.10012 0.720474 0.450927 46.9949 46.3079 0.854452 45.4534 0.964057 0.255285 0.708772 44.4894
internal_count=2900 472 449 332 2428 99 83 313 214 99 109 86 72 2329 89 55 2240 94 2146 101 86 47 2045 2000 59 1941 143 69 74 1798
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 0 0 2 2 2 1 1 2 2 0 2 1 2 2 0 1 1 1 1 2 2 2 2
split_gain=0.00715583 0.0525643 0.0387618 0.0643903 0.031653 0.0175379 0.0284616 0.020562 0.0115221 0.180832 0.0646892 0.0196936 0.015753 0.0914868 0.0219095 0.0197859 0.0301254 0.0469582 0.0325354 0.0159759 0.0454389 0.0669359 0.272827 0.132134 0.0874695 0.0451292 0.0606922 0.0199391 0.0438663 0.0204522
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.55671985870000007 52.932444045400004 0.5810754169000002 0.61532588845000014 0.39614083410000006 48.461603274950008 48.315732392000008 44.921040431000009 0.31123319660000009 0.31148768000000004 48.852845034800005 45.673096293200011 0.54191491270000014 47.480720532750006 0.37668033890000002 43.812290675100009 43.902382686800003 0.48015029490000011 0.3465914194000001 0.35877668335000007 0.40621538280000008 0.42194844465000009 44.710446918150005 43.542456167850005 43.368902217050007 43.245737185650007
decision_type=2 2 2 2 2 2 2 2 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 9 10 11 -1 -10 -14 15 19 18 -18 -17 27 -21 -22 -23 -24 -25 -26 -27 28 29 -15
right_child=1 2 3 4 5 -7 7 -9 12 -11 -12 -13 13 14 -16 16 17 -19 -20 20 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.10058641809102704 -0.10433163110511035 -0.10262471875856083 0.082278267317951057 -0.10111801882922343 0.044309037215615993 -0.059381086190280111 -0.10106389099861367 -8.1229629664288135e-05 0.011205855055885276 -0.069687605471066075 0.106432317654181 0.025597238356673727 -0.050578044819858295 -0.00015236678759828233 0.018074889998844542 -0.013649320564453097 -0.031838753502408189 0.02584760769003738 -0.075315917401265642 0.032793154157012942 0.018667311547039756 -0.11041311745411511 0.10294445724467785 -0.05458915264409378 0.070330133569428618 -0.047858169944744594 0.033763393238433102 -0.014069292840684484 0.027435908719300007 -0.020141454880999391
leaf_weight=0.019417170135198059 0.054805395652723798 0.033925906522199512 0.091152414679527283 0.036485812789788241 0.11398429345717886 0.043536671342621958 0.028288769393839175 0.070204653884502477 1.2195786424222053 0.1423409057315439 0.16401541233062744 0.034072294394718483 0.35924282744235725 41.166309850784017 0.66685272199538204 0.22482687699562021 0.2577183323811596 0.31188127118639386 0.13811737472860841 0.56438486085972117 1.0888503909518479 0.24102498125284888 0.12950361287221313 0.25108350904156396 0.12304553367630433 0.15345639607526707 0.22419895875827933 1.0353487973310382 0.57389169529079609 0.51830909217676335
leaf_count=115 22 3 3 58 27 25 30 51 36 5 1 8 9 2003 34 42 40 41 52 17 41 7 4 33 15 43 22 48 35 30
internal_value=-4.08696e-06 -0.0122538 -0.000168934 0.0088911 -0.0139787 -0.00156005 0.0102875 -0.0290849 0.00011256 0.0179416 0.0752884 -0.0202086 -1.77144e-05 -0.000302715 7.61711e-05 -0.00017919 -0.0146001 -0.000252889 -0.0371164 0.000112719 0.00746742 0.00100319 -0.0161343 0.00965022 -0.00642079 0.0177339 0.000597305 -0.000358787 -2.28744e-05 -0.000400912
internal_weight=50.0799 0.472384 0.417579 0.383653 0.2925 0.256014 0.212478 0.0984934 49.6075 0.359846 0.217505 0.0534895 49.2476 48.028 47.6688 47.002 0.932544 0.5696 0.362944 46.0694 2.77555 2.21116 1.12231 0.881288 0.751784 0.500701 0.377655 43.2939 42.2585 41.6846
internal_count=2900 219 197 194 191 133 108 81 2681 129 124 123 2552 2516 2507 2473 175 81 94 2298 182 165 124 117 113 80 65 2116 2068 2033
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 0 0 2 2 2 2 0 2 1 2 1 2 1 2 0 2 0 2 2 1 0 2 2 1 0
split_gain=0.00766495 0.0630027 0.0158765 0.0521822 0.0274074 0.0316811 0.0268585 0.0192471 0.0253462 0.0171573 0.0149896 0.0156348 0.0100967 0.00893156 0.0290948 0.0148946 0.0552583 0.0193378 0.0504503 0.129116 0.0337583 0.0157485 0.0656834 0.183389 0.0887106 0.050862 0.078154 0.123488 0.0600271 0.043394
threshold=0.46613873835000008 0.47106374065000006 44.710446918150005 0.48544953745000008 42.526729949000007 0.58736265385000019 0.59014700160000022 42.508878681700004 40.79983011445001 40.742467179200005 37.272044000450002 0.62406814170000013 46.177190236600005 0.45664800455000004 42.467547400400008 0.45206730335000006 39.091773401050006 0.44286099220000008 41.986601436450009 0.56859076075000015 40.532725462000009 0.54679500610000009 38.592454371550012 39.995120105550008 0.43887907550000005 0.56501302355000016 42.072181850200003 43.509905336500005 0.43166372265000008 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 4 -4 5 -3 -7 8 9 10 11 -8 -5 15 -15 17 -17 21 20 -20 -19 -1 29 -24 25 26 -25 -28 -29 -23
right_child=1 2 3 12 -6 6 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00029187612847536939 -0.10374908287246563 -0.10100542010227216 0.084616767618564667 0.024473893214306357 -0.10087162530055285 0.10084470103231807 0.080668582857163079 0.10047570435836584 -0.10059826233466079 0.10047475041283388 -0.10065658018188464 -0.10063611082675883 -0.013031071979726118 0.028029463764838686 -0.0086139734346263111 0.021142589838067008 -0.03753986909284461 0.020233985019140668 0.094926223184620434 -0.022032748982067869 -0.02973444472763543 0.10077725198773287 -0.10496976876482914 0.010870621097272125 -0.061624602948615083 0.033137013685177387 -0.1052223367865297 -0.041453452601133853 0.096160522043434948 -0.0011957566118145919
leaf_weight=44.634337154349218 0.065454987131312148 0.029030516825238606 0.075794354104800732 0.090528203198118717 0.038690800861246544 0.02820548062936723 0.016286310055093622 0.013610654510557652 0.030464718877521335 0.015966703255799075 0.015042938716660847 0.0067184303923755176 0.34658902436285643 0.44553001606747145 0.42184464472144612 0.26219095123469216 0.4135883736602608 0.26644416622227751 0.21003884759031877 0.17142023132248596 0.2744915087823756 0.086358078196694055 0.19808689413457603 0.72497653421601149 0.22652574628591526 0.46107249948465767 0.1716551653953502 0.065780597184627254 0.061175594688393176 0.080753997819472456
leaf_count=1825 33 47 11 10 63 3 24 1 75 2 87 83 146 52 26 24 33 32 13 32 12 7 31 37 18 38 21 38 3 73
internal_value=-4.83121e-06 -0.00988932 -0.00119877 0.00801819 -0.0255652 -0.00680677 0.0148459 -0.0098828 -0.027663 0.0134734 -0.0230367 0.0277194 -0.00526369 0.000150419 0.0102081 -3.01638e-05 -0.0147721 0.000178982 0.0145173 0.0423672 -0.00512191 -0.000104157 -0.00861735 -0.0138793 -0.00333462 0.00555911 -0.00686328 -0.0499181 0.0248577 0.0515006
internal_weight=49.9487 0.772383 0.706928 0.512912 0.194017 0.155326 0.126295 0.0980898 0.0844791 0.0540144 0.0380477 0.0230047 0.437117 49.1763 0.867375 48.3089 0.675779 47.6331 0.922395 0.381459 0.540936 46.7107 2.07639 1.90927 1.71119 1.48466 1.02359 0.298611 0.126956 0.167112
internal_count=2900 585 552 167 385 322 275 272 271 196 194 107 156 2315 78 2237 57 2180 89 45 44 2091 266 186 155 137 99 62 41 80
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 0 2 0 2 1 2 1 0 2 2 2 0 2 1 0 2 1 1 1 2 1 1 2 2 2
split_gain=0.00714698 0.0686487 0.0223225 0.0379083 0.0200355 0.0148553 0.0603622 0.0298996 0.0130137 0.0124622 0.0118004 0.0382895 0.02998 0.0186181 0.0241232 0.0105029 0.0212516 0.00776909 0.0527844 0.0891445 0.0542457 0.0653801 0.0750357 0.050571 0.0427399 0.0519971 0.0423803 0.0330174 0.0306485 0.0766086
threshold=0.6018382683000002 0.45772581660000006 0.60665848330000005 0.62143349005000015 0.47383311875000006 0.58736265385000019 47.480720532750006 0.59336546810000013 49.110028829250005 0.49901200560000009 46.177190236600005 0.5024400467000002 0.66294422320000013 45.027406014450008 40.79983011445001 40.742467179200005 0.62406814170000013 44.157169339850007 0.37852160115000005 0.52746923745000018 44.758188263300006 0.34491482290000003 0.36195024100000012 0.39167988980000007 43.812290675100009 0.34554354660000003 0.39685937550000011 44.421469061800003 48.919835655300012 48.680511450650009
decision_type=2 2 2 2 2 2 2 2 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 17 7 -7 9 -6 12 -12 13 14 15 16 -5 24 20 -20 27 28 -23 -21 -1 -26 -25 -19 29 -22
right_child=1 2 3 10 8 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 23 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00023662393675416825 -0.10401731994161499 -0.10187325287753123 0.092835708815647289 0.073602819576411141 -0.10085103620844788 -0.050692784180979035 0.079156302718475791 0.016020581844472061 0.043406077055931497 0.040864276442995201 -0.10159371550455942 -0.0024562031808099665 -0.10238854016640919 0.063727310569479556 -0.10046083799206601 0.10050532833515008 -0.10078136836790381 -0.0045297308191210375 -0.106074575348649 0.034294759032718787 -0.020712313957302973 0.073964406453599058 3.0707936193482813e-05 -0.10379805496617645 -0.010757027246502834 0.028954203344225535 -0.017845670535608673 -0.055819561681132203 -0.010690728413991376 0.035213589416889755
leaf_weight=43.015425315468782 0.069872489034362828 0.020085431298284107 0.060419409013434233 0.015644345849409547 0.014984898829339954 0.096632402773835557 0.11921682081117524 0.22041378682024382 0.058242019612407603 0.010591019413311642 0.051928056291217217 0.15598554660232367 0.02068729545749326 0.067457881756126881 0.020662413924299017 0.014449710957705975 0.012630469314375503 0.26631269294123017 0.12002537362506149 0.17231291011785288 0.41225066255117393 0.28136392134183541 0.26804795619591459 0.064531363281275844 0.47701537378793446 1.067855639666959 0.51656883680436394 0.2373906946745592 1.2942679564673225 0.60349989682435989
leaf_count=1842 23 30 11 6 19 34 16 49 15 42 15 88 107 4 47 1 64 18 78 15 43 12 33 28 26 45 128 24 30 7
internal_value=-6.03883e-06 -0.0109128 0.00150764 0.00563017 0.048938 0.000125472 0.0184965 -0.00431296 0.0172947 -0.0421665 -0.0117483 -0.0272166 0.00947541 0.0271617 -0.0117522 0.031149 -0.00429527 -3.8772e-05 -0.00413096 -0.0260338 0.00155743 0.00688781 0.0378935 -0.0132826 0.000350293 0.0166924 -0.0273907 -0.0287021 -0.000486548 0.0125156
internal_weight=49.8268 0.593641 0.523768 0.503683 0.144237 49.2331 0.436263 0.317046 0.0838179 0.0255759 0.359446 0.207914 0.151532 0.130845 0.0633869 0.0427245 0.0282748 48.7969 4.23657 0.873438 3.36313 2.85943 0.549412 0.753413 44.5603 1.54487 0.5811 0.503703 2.31002 1.01575
internal_count=2900 472 449 419 87 2428 99 83 76 61 332 103 229 122 118 71 70 2329 416 249 167 125 45 171 1913 71 156 42 80 50
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 1 2 0 1 2 1 2 2 2 0 0 2 2 2 1 0 1 0 1 2 0 2 1 2
split_gain=0.00699614 0.0844882 0.0436688 0.052592 0.127905 0.0426846 0.054387 0.0343223 0.0297951 0.0639691 0.0282504 0.167281 0.235892 0.0889268 0.047726 0.0325924 0.1327 0.0579452 0.0706672 0.156043 0.0522715 0.0702669 0.0453615 0.0420156 0.109036 0.0900028 0.191486 0.193897 0.158115 0.113952
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.51818807820000012 0.39051226010000012 39.995120105550008 0.36998892250000009 39.134693790050008 0.45612406815000006 0.31810424840000007 40.305698932850007 0.35585760905000008 40.08085804200001 40.496232821400007 40.380906245900007 0.54191491270000014 0.54475913895000005 40.823855932350007 41.322103772800006 41.558544840500012 0.42552618185000007 0.55754318735000019 0.42552618185000007 0.5025747732000001 0.35814795965000007 42.34047585750001 0.52511900840000014 43.633733172900008 0.39458399450000009 43.933728833200007
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 9 -1 11 -7 -13 14 -12 23 -17 -18 22 -20 -21 -22 -19 -15 -25 28 -27 -28 -26 -29
right_child=2 -3 5 4 -6 10 -8 -9 -10 -11 13 12 -14 15 -16 16 17 18 19 20 21 -23 -24 24 25 26 27 29 -30 -31
leaf_value=0.012075326664559001 0.00017846848351798475 0.032649018317379652 0.043542162829463986 -0.057685823315736851 0.0025641466033955616 0.013277614953256914 0.00060674057719712032 -0.024971424962717214 0.0021381020990398729 -0.085681812919512823 0.0053872001714975071 0.010138932713848726 -0.081811733454287813 6.2179982484122747e-06 0.050645829183001471 0.044400397035183434 -0.041347072535741138 0.054778359935151393 -0.10672209376564788 -0.064922458608519945 0.045716072764616755 -0.0028908402100391128 0.0094827936271303353 -0.068994249873166588 -0.05190258698150732 0.036189950756185078 -0.073618135624333905 0.048649449370557235 0.0080591317271598625 -0.024656706958492682
leaf_weight=0.1499822292287184 1.6145092401757204 0.84309910543379452 0.5127371388953168 0.67520077945664503 0.73689214201152708 1.3362625943937012 0.69483739874183925 0.5362821184481853 8.4575173542232935 0.12089381346300576 0.41633899800641216 0.52103055649280328 0.60061191462713737 22.698234875361567 0.52910362704824365 0.79904159769466865 0.31582591151322992 0.36203214207489542 0.14235949214104904 0.11566638699772402 0.3452540810530994 2.1461391513113561 0.56792815092248006 0.29828431037822234 0.93232476171397116 1.1293786120260594 0.44518519580768134 0.37943977524992079 0.83240863421815448 0.48068445183860042
leaf_count=32 35 24 14 11 38 30 34 24 698 74 24 21 33 774 24 30 38 8 16 79 19 403 50 14 55 114 48 12 38 86
internal_value=-6.58107e-06 0.0023418 -0.000605578 -0.0121496 -0.0262447 0.000349012 0.0188372 -0.000416206 0.00109249 -0.0315543 -0.000281776 -0.0106237 -0.0390984 0.000490016 0.0307156 -0.000403274 0.00719897 -0.000241324 0.00328706 -0.00477291 0.000794063 0.00384504 0.0271163 -0.00174344 -0.0105733 -0.00642367 0.00604015 -0.020046 -0.0236192 0.00768196
internal_weight=49.7355 10.1078 39.6277 3.0266 1.41209 36.6011 1.20757 9.26468 8.72839 0.270876 35.3935 2.45791 1.12164 32.9356 0.945443 31.9902 4.79425 3.99521 3.67938 2.74942 2.60706 2.49139 0.92996 27.1959 4.49771 4.19942 2.43469 1.30531 1.76473 0.860124
internal_count=2900 852 2048 84 49 1964 48 828 804 106 1916 84 54 1832 48 1784 643 613 575 517 501 422 58 1141 367 353 260 146 93 98
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 2 2 0 2 1 2 2 2 0 0 1 2 2 1 1 0 0 0 0 2 0 2 2 2
split_gain=0.00656414 0.12011 0.101997 0.100984 0.115381 0.0335487 0.0261207 0.240386 0.171028 0.104526 0.151345 0.131275 0.0979908 0.0436479 0.128082 0.238352 0.326364 0.0591437 0.0934058 0.328221 0.129328 0.167645 0.106278 0.0436293 0.211078 0.11729 0.152981 0.065844 0.0920159 0.0399436
threshold=0.48607826115000008 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.4901499955000001 0.48368312325000012 41.348489042950007 41.21013581150001 0.49128768600000011 41.621607100200002 0.39658992245000008 41.811877919650009 41.134354310300004 41.872669623500009 0.49588335680000006 0.49678153350000009 0.34829795515000012 42.102795028150005 42.406961525800007 0.39513787010000007 0.35319301815000009 0.49967066855000003 0.50482021495000018 0.52511900840000014 0.53136133645000017 43.45354240915001 0.5089817670000002 44.086690780350004 44.269496632500008 42.599563320500003
decision_type=2 2 2 2 2 2 2 2 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 -1 7 12 -8 10 -10 -11 -6 -13 -15 -16 -17 -18 19 -19 -20 -22 -23 25 27 -24 -27 -25 -29 -26
right_child=1 2 3 4 6 -7 8 -9 9 11 -12 13 -14 14 15 16 17 18 20 -21 21 22 23 24 29 26 -28 28 -30 -31
leaf_value=-7.5822044356926627e-05 0.027016857194285926 -0.04744004217083185 0.051039773321529404 -0.057640475370345293 -0.00088580011869366358 -0.013743086420757156 0.077750422134661934 -0.05965472574889287 0.094711738489740849 -0.07871221585025244 -0.0081220272336866486 0.0455527758818964 0.050242550325585923 -0.046181335471171148 0.077481154785919992 -0.123349558849075 0.033745064006671786 -0.14126704927145969 0.075488395936904665 0.024817396528428463 -0.10955172437829133 0.074975295765118896 0.045163900207846504 -0.10771936106377829 0.028588268698020752 0.036261241172285151 -0.087596122193905862 0.100520038996168 -0.10092122803029209 -0.001840496617609649
leaf_weight=20.761347248993481 1.6706085561600073 0.45784831186756747 0.38453503698110836 0.34964433797881866 14.121000051779127 1.9661131558651721 0.30812530964612861 0.6968842505930003 0.28550287784310047 0.21202520193033425 0.28697609629791998 0.21426757633784621 0.38507601133824287 0.56086043497536042 0.40974737890064705 0.21146683441475023 0.56751257257707255 0.19823752969386976 0.24032117053866375 0.29765041878276577 0.13496119561474973 0.19916129989246645 0.6354321652779189 0.24296053453514366 0.51126731995509578 0.20495323179056868 0.19422647817255978 0.042055015452206135 0.049209783047528433 2.7615327414734026
leaf_count=891 25 6 8 19 955 36 4 26 14 33 33 8 11 17 4 4 49 15 3 36 10 28 20 36 32 8 73 3 43 450
internal_value=-7.65156e-06 0.00105148 -0.000672372 0.000194335 -0.000609571 -0.00125815 0.000222275 -0.00228466 0.00456886 0.00190359 0.0431625 -0.00109087 0.000471445 0.00105322 -0.00022464 0.00351053 -0.00115893 0.00295594 -0.000103115 -0.041577 0.00383977 0.000379254 0.00344412 0.000374896 -0.0048175 0.0184774 -0.0240033 -0.080516 -0.00809666 0.002913
internal_weight=49.5615 26.834 25.1634 24.7056 24.3211 22.7275 23.9714 15.203 8.76845 8.46033 0.572479 7.88785 14.5061 7.67582 7.46156 6.9007 6.49095 6.27948 5.71197 0.495888 5.21608 4.97576 4.8408 4.64164 3.60703 1.03461 0.39918 0.334225 0.0912648 3.2728
internal_count=2900 1973 1948 1942 1934 927 1915 992 923 919 47 872 966 839 831 814 810 806 757 51 706 703 693 665 564 101 81 82 46 482
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 0 2 2 2 2 0 2 1 1 0 1 1 1 1 0 0 1 0 0 0 1 0 2 0
split_gain=0.00680394 0.0951862 0.0683145 0.138023 0.104752 0.0925557 0.11223 0.0810467 0.0909435 0.0742811 0.126315 0.0786407 0.0925612 0.0730398 0.0720679 0.135487 0.100037 0.0881748 0.105055 0.0951763 0.0698486 0.0538339 0.0575662 0.0709316 0.0492222 0.0710861 0.0477546 0.269756 0.210875 0.108421
threshold=40.79983011445001 40.878805547300004 0.41808628485000005 0.4274273225500001 0.54317236010000014 0.54384599265000022 0.55671985870000007 40.380906245900007 40.21994457600001 39.788107623550012 39.685256516350002 0.53592706805000012 38.318569170500005 0.3459626957000001 0.39078171310000004 0.52772372085000019 0.39024280710000009 0.38906020780000011 0.36927038110000004 0.37482410710000008 0.48181192180000004 0.55980359870000018 0.46208197360000008 0.56323163980000013 0.56704889075000009 0.56915960600000015 0.34524415440000006 0.47943175355000006 38.592454371550012 0.47694679800000012
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 -7 8 9 10 11 14 -13 -9 16 -16 17 18 26 -20 -11 -8 24 -24 -23 -26 27 29 -28 -1
right_child=1 -3 3 5 -6 6 21 13 -10 20 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0077816548344543908 -0.040735647145000511 -0.00016438192883963534 -0.072703860308758805 0.07171975160881261 -0.014073981625606944 -0.057511275461393119 0.055258324714848574 0.032865398570644813 -0.023052411300211198 -0.0086335818115934569 -0.048870263780807451 -0.00653115428738427 0.080738992807522433 -0.0028801552621994502 -0.10917290393203725 -0.0026725871152404601 0.026376291014540296 -0.02477103103104623 0.058382261701462872 0.0057115333875187926 0.033777877949506194 -0.039813399332318505 0.10149585161205142 -0.0040570035933392389 0.07799942103538593 -0.011146734430535897 0.0034486781623146779 0.094899670062110308 -0.057180826656615662 -0.045887365521725385
leaf_weight=1.5102766938630634 0.59028447920911986 28.430840865841787 0.5094785253590981 0.18802909776059085 0.75830318509363792 0.30132446353471198 0.21985269588913059 1.6434513214135216 1.4178203860660676 0.5411023157685112 0.49527163652374007 0.21928051896622314 0.27264405690220883 0.87649586195402651 0.16745886049847136 0.41668075576762931 1.5367042650177616 1.3513412921311099 0.58413072852636083 0.83135143260005862 1.375311410960421 0.35423589277047529 0.11427660753543023 0.14374912675587137 0.11475805441023113 0.40560204665920896 2.3778802441741025 0.30800740048289288 0.75606444852405719 0.50137306470423926
leaf_count=124 24 1676 21 11 39 40 18 32 33 23 13 35 9 31 50 38 18 20 21 37 43 40 4 266 12 83 89 10 29 11
internal_value=-7.38049e-06 -0.000989594 0.00139734 -0.0122417 -0.0376353 0.00523748 -0.00232124 0.00386565 0.00101849 0.0035952 0.000515033 0.00277283 0.0418374 0.0204323 0.000914563 -0.0332037 0.00295715 -0.00142076 0.00317289 0.0274473 0.0218029 0.00997482 0.00118486 0.0426911 -0.0110604 0.00851319 -0.00312753 0.00774923 -0.0111782 -0.00559453
internal_weight=49.3134 29.0211 20.2923 3.10961 1.26778 1.84183 1.6538 17.1826 14.6627 13.2449 11.3285 10.8332 0.491925 2.51995 10.3413 0.58414 9.75713 8.22043 6.86908 1.41548 1.91641 1.35247 1.13262 0.258026 0.874596 0.52036 5.4536 2.31966 3.13394 2.01165
internal_count=2900 1700 1200 534 60 474 463 666 603 570 504 491 44 63 447 88 359 341 321 58 66 423 405 270 135 95 263 145 118 135
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 0 2 0 0 0 2 0 1 0 0 0 1 2 1 0 1 0 1 0 2 0 0 0 1
split_gain=0.00720069 0.0946466 0.0990607 0.0708066 0.127896 0.111693 0.0626041 0.349281 0.152205 0.0512651 0.0750251 0.0447256 0.0393585 0.106892 0.13199 0.176667 0.111178 0.10944 0.108135 0.0923382 0.176315 0.0385338 0.111702 0.0483189 0.181575 0.0852922 0.0497585 0.0389393 0.0381466 0.0557594
threshold=0.52215502530000013 0.38042274180000007 0.38398550940000004 0.51700547890000015 39.344049039350004 40.036761086100007 0.52428071015000011 39.344049039350004 0.52646627350000019 0.52803808270000008 0.52898116820000018 39.995120105550008 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50579323975000012 0.50109278165000015 0.38185982460000006 40.12915366295001 0.38398550940000004 0.51243974730000008 0.36449507500000006 0.49588335680000006 0.35759408400000009 0.48543456785000005 43.45354240915001 0.46594413340000007 0.4901499955000001 0.48607826115000008 0.34744468730000005
decision_type=2 2 2 2 2 2 2 2 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 12 -5 -6 7 -4 11 -10 -11 -8 13 14 16 -16 21 18 -15 -19 -21 22 23 27 25 26 -25 28 29 -1
right_child=1 2 6 4 5 -7 8 -9 9 10 -12 -13 -14 17 15 -17 -18 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019633028318048382 -0.089944392221690414 0.0810212787199487 -0.011278371224998021 0.015564348427232758 -0.076037433884533656 -0.0095647709014176491 -0.11428724618525338 0.06279615248308236 0.035382527062204419 -0.057242143392774815 0.00018893427838991144 -0.034580016459690006 0.017969560771851047 -0.00090108779592850199 0.073536250334561543 -0.0055431286889280227 -0.034046169068819569 0.071957128934684519 -0.078063651030354328 -0.10462487108010823 0.063928673886397086 -0.016235943100457582 0.029338874114469456 -0.0082304529511516272 0.093290770102813558 0.031097648463437357 -0.106749967843626 -0.015923460961284455 0.012562431301937592 0.027516310101773651
leaf_weight=21.28509383182794 0.11123021828643587 0.15950357061228615 1.7837726858379022 0.59353731041846813 0.50727546121925093 0.50384869494252627 0.14011677991510296 0.98976393636201709 0.39968912610822727 0.23281399908670408 9.8982848104441707 0.14148200321114324 1.2042406774476138 0.27892723087279481 0.56850358442170434 0.56156791514877114 0.96054776548407872 0.15926015377044678 0.52057616579440946 0.13225069774286524 0.11693147783807945 1.3090166508982282 1.353659004846121 0.097562833403162297 0.25242797541432083 0.20552739163395017 0.10803122086952044 1.5966707262559783 2.2626945150550446 0.66155725859372694
leaf_count=811 22 7 31 27 8 32 20 30 43 34 1331 38 33 20 36 14 13 4 40 62 4 39 33 31 10 13 13 29 33 39
internal_value=-2.02219e-06 0.00192928 0.00267273 -0.000761431 -0.0212837 -0.0429137 0.00175289 0.0151559 -0.00168516 0.000255001 -0.00113084 -0.0742404 0.000217645 -0.00044153 0.000687694 0.0342392 -0.000572264 -0.0296296 -0.0511435 0.0124827 -0.0255293 0.000531437 0.0013203 -0.000112573 0.026532 -0.0144578 -0.0599984 -0.000797684 0.000199901 -0.00107467
internal_weight=49.0964 13.8567 13.7454 35.2397 1.60466 1.01112 13.5859 2.77354 10.8124 10.5308 10.1311 0.281599 33.635 32.4308 31.2229 1.13007 30.0928 1.20795 0.799503 0.408442 0.249182 29.1322 27.8232 26.4696 0.663549 0.411121 0.205594 25.806 24.2093 21.9467
internal_count=2900 1556 1534 1344 67 40 1527 61 1466 1408 1365 58 1277 1244 1114 50 1064 130 60 70 66 1051 1012 979 67 57 44 912 883 850
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 2 1 0 1 1 1 2 0 2 1 1 0 0 0 2 1 0 0 0 0 0 1 2 2
split_gain=0.0072029 0.0743116 0.0341334 0.0257666 0.060587 0.0379218 0.0530262 0.184902 0.0440825 0.0948798 0.200314 0.0635414 0.0804372 0.0968814 0.0683563 0.0594528 0.153152 0.073433 0.0557014 0.0399825 0.0617145 0.0568922 0.0336656 0.0668609 0.0914432 0.0724443 0.0500201 0.0632639 0.0291299 0.0254338
threshold=39.420767558750008 39.268993001500007 39.56957118270001 0.34193587020000005 35.131296350900008 0.4992664890500001 39.134693790050008 0.36501901140000009 0.49967066855000003 0.36597706655000006 0.36927038110000004 0.37482410710000008 38.703421923500009 0.51929582950000019 38.994321257850011 0.38906020780000011 0.39051226010000012 0.52290350590000012 0.56369569775000017 0.47778509625000004 37.020641110850008 0.34307356065000005 0.52803808270000008 0.54017843775000018 0.54279811980000015 0.54679500610000009 0.55041765215000005 0.44751654140000008 38.318569170500005 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 3 -2 4 -1 19 7 -7 -9 -10 -11 -12 13 -13 -14 -15 -17 -18 22 21 -21 -5 -19 -24 -25 -26 -27 28 -28 -4
right_child=2 -3 29 5 -6 6 -8 8 9 10 11 12 14 15 -16 16 17 18 -20 20 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=0.049720176866447918 -0.01475046861509339 0.031446337783359 0.020188101580625922 0.03629862179496187 -0.043374737615231113 -0.087382420648257714 -0.034717859605762728 -0.036330875331878919 0.034473127009046832 -0.10783351887376483 0.04788160238216152 -0.06819654643376577 0.038209788078231902 0.026677362072457574 -0.00020951167317190343 -0.11213407969558434 -0.1098113391759918 0.04263348008605259 -0.062213156203248354 -0.0062331463393195162 0.03946604491837797 -0.018653027239685753 -0.036915333864513934 0.090080866106694357 -0.051424272342371104 0.096126304679469851 -0.10227681834229002 0.072653251514521233 0.0053693780522062889 -0.00033185310181047201
leaf_weight=0.088090907832957366 1.6362828548701021 0.80921208039217241 0.61414883121881203 0.26028188131749574 0.33868614443122169 0.23434727545827616 0.48375971608299995 0.26862133994563908 0.91961526218801726 0.16818776982836414 0.29884522742941033 0.27778732875685852 0.7653152172977683 0.45237005548551668 1.1727640551757188 0.1455730192537884 0.062481494730491138 0.22780974103508789 0.12439919494988494 0.45323597390461123 0.84915612236363813 0.68224954326707987 0.32171138756507389 0.1406867956447968 0.17910177662133719 0.081597026998608158 0.051854876812990724 0.072050269558530999 0.048792747897095978 36.661338508825942
leaf_count=49 36 24 24 5 39 8 21 5 9 8 15 24 32 19 27 11 6 35 268 21 33 62 45 10 18 8 39 8 3 1988
internal_value=3.58587e-07 0.00239725 -0.000614303 -0.000166381 -0.024159 0.00100484 -0.00286636 -0.000304224 0.00322658 0.00515474 -0.000717551 0.00335548 0.000129132 -0.0130199 0.0149616 -0.00498846 -0.0148264 -0.00401718 0.00127942 0.0122096 0.0235626 -0.00347802 0.00830896 -0.000420109 0.0200315 -0.00270753 0.031604 0.00111826 -0.0500912 6.23252e-06
internal_weight=48.8904 9.97858 38.9118 9.16937 0.426777 8.7426 6.49767 6.01391 5.77956 5.51094 4.59133 4.42314 4.12429 2.18622 1.93808 1.90843 1.45606 1.31049 1.248 2.24492 1.30239 0.942531 1.1236 0.895795 0.574083 0.433397 0.254295 0.172698 0.100648 37.2755
internal_count=2900 852 2048 828 88 740 619 598 590 585 576 568 553 494 59 470 451 440 434 121 54 67 166 131 86 76 58 50 42 2012
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 1 1 2 2 2 1 0 0 0 0 2 2 2 0 2 0 1 2 0 2 1 1 2 0
split_gain=0.00947823 0.0653961 0.0437137 0.0565821 0.0687377 0.0378073 0.0423448 0.0416809 0.0343248 0.0300989 0.0437692 0.0383351 0.0533779 0.0176343 0.0324516 0.0173901 0.0183357 0.0147881 0.0257542 0.0842882 0.0385734 0.0348205 0.127118 0.0321595 0.0241123 0.0377523 0.0181097 0.0423089 0.017921 0.0724166
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 0.34392682850000006 0.31728091975000011 0.31810424840000007 35.337501601400007 36.072790850000011 35.818873074050011 0.36597706655000006 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52029879345000019 34.394321486900004 37.020641110850008 37.663157789700008 0.51700547890000015 38.052786106700005 0.50749977545000013 0.39458399450000009 38.238138001450004 0.52290350590000012 37.272044000450002 0.36543816055000006 0.36730936200000003 38.703421923500009 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -7 10 11 -6 -13 -14 -15 -16 -17 26 19 -19 21 -20 -23 -22 -21 -26 -2 -28 29 -25
right_child=17 -3 -4 4 9 8 7 -9 -10 -11 -12 12 13 14 15 16 -18 18 20 24 23 22 -24 28 25 -27 27 -29 -30 -31
leaf_value=-0.050110939284543167 -0.020540449284494975 0.059477540379727578 -0.055218515382981059 0.1013377455017912 0.082443545072954982 -0.082686121310052943 0.10201587520982912 -0.0037206994335063619 -0.010374849615565694 0.081322972065502208 -0.071567291908105887 -0.070447776662326392 0.10049109223780005 -0.10231962948619347 0.10059647938986588 -0.019406074896150829 0.05473018483931337 0.044491974472759113 -0.0027545393782508719 -0.044937220289327486 0.026551716645256847 -0.10827896341587553 0.016809259358030054 -0.030129806385127123 0.041034226076778653 -0.025851196152186635 0.029845456070572759 -0.024699936941941052 0.00010436976196977306 0.030108382335097029
leaf_weight=0.076873682663062826 0.77419970265391025 0.21057892217338992 0.13201979391145346 0.10210631663994718 0.069980618078261614 0.12628153973565204 0.064473128339159302 0.088393547849705101 0.13670842752890167 0.054057449374553812 0.067813047935458393 0.078486406753654592 0.027702306397259235 0.020927095615661528 0.028713518753647804 0.072194411976502004 0.062019905327808988 0.51044431269110357 0.37255539305451635 0.16150043066591024 0.45388042149175944 0.16729615523126995 0.15793619764431965 0.72107336561862112 0.1439284253821711 0.20399228189995888 0.28849607706069946 0.28043834124745182 42.796610766991094 0.27594083953675153
leaf_count=13 12 12 24 6 6 38 6 41 9 11 18 11 2 4 2 154 51 23 17 4 36 8 35 41 23 34 2 46 2180 31
internal_value=-1.91147e-06 0.00805007 -0.000909205 0.00574975 0.0268061 -0.019207 0.01043 0.0408748 -0.045097 0.011014 0.00213042 0.0160119 -1.64833e-05 0.0261131 0.0149062 0.0299631 0.014852 -0.000243485 5.87416e-05 0.0157725 -0.000297824 -0.0236262 -0.0475348 7.00674e-05 -0.0130046 0.00181808 -0.0105864 0.00295902 -0.00020439 -0.0134579
internal_weight=48.7276 1.41933 1.20875 1.07673 0.584001 0.49273 0.22974 0.152867 0.26299 0.481895 0.427837 0.360024 0.290044 0.211557 0.183855 0.162928 0.134214 47.3083 45.9652 1.01987 44.9453 0.697788 0.325232 44.2475 0.509421 0.347921 1.34313 0.568934 43.7936 0.997014
internal_count=2900 408 396 372 265 107 60 47 47 259 248 230 224 213 211 207 205 2492 2432 84 2348 60 43 2288 61 57 60 48 2252 72
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 0 0 0 0 2 2 0 0 0 0 0 2 0 0 2 0 1 2 2 0 0 2
split_gain=0.00813001 0.0607335 0.0858077 0.07837 0.0281055 0.0342119 0.0374197 0.0653448 0.0356327 0.0223561 0.0184046 0.0421107 0.0547962 0.0141018 0.0986876 0.11627 0.279412 0.100003 0.0987787 0.0525928 0.203716 0.126954 0.0322924 0.0308103 0.116504 0.0280963 0.0248115 0.0364438 0.139016 0.035879
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 36.072790850000011 0.37852160115000005 0.37982395740000008 0.52161611930000007 0.52877159370000015 0.54317236010000014 0.56793209785000009 0.49850303880000008 0.42314601355000009 34.997818021800008 37.186372654950006 0.50041914915000019 0.50449088350000015 0.52029879345000019 0.52366695610000014 0.53136133645000017 37.663157789700008 0.52266399210000014 0.54384599265000022 38.052786106700005 0.50749977545000013 0.39458399450000009 38.318569170500005 38.703421923500009 0.49588335680000006 0.54017843775000018 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 -9 -10 11 -1 -13 14 -2 -16 -17 -18 -19 20 -15 -22 23 -21 -25 -24 27 -27 -29 -28
right_child=13 2 4 -5 5 6 7 8 9 -11 -12 12 -14 19 15 16 17 18 -20 22 21 -23 25 24 -26 26 29 28 -30 -31
leaf_value=-0.074826301811676155 -0.052663836982361462 -0.058964097148556355 0.073316948567504633 0.088595157165695299 -0.10247211625834192 0.046172020315088429 -0.10402638781751992 0.056477299604872848 -0.10082107102118575 0.039702306167222395 0.042414853418083931 -0.030763118755178342 0.056794091895905945 0.083822691714827258 0.027807012446264393 -0.10973154610630978 0.097391603435654867 0.07406183709874295 -0.085221145408993698 -0.0024782613963077751 -0.1072878387907283 0.030351192687388246 0.021235651442163873 -0.10745679747739803 0.015172418894753429 0.012734378458115756 0.017180936797971901 -0.078103957422246961 0.02247103249115831 -0.00039671667247118196
leaf_weight=0.065487846576968711 0.40001283365253471 0.25492740632034838 0.066677881815849105 0.1682392908824113 0.028465070761740208 0.1679393066629018 0.061146050054759371 0.091858346627532228 0.030876597879126111 0.017875793279791385 0.12327537254896015 0.13959551002906534 0.14647838311066153 0.3193988420243884 0.81310410797595956 0.24980300664901733 0.13494593207724392 0.066357203765619488 0.094207968926180996 0.37267239504294614 0.12635014527722888 0.1426971959498875 0.61800935232031307 0.15247484523433741 0.15750172597178413 0.26938319943766842 1.1945767678120081 0.30051678913991964 0.2532419468860283 41.601349100360508
leaf_count=52 19 12 8 9 2 24 22 19 39 164 8 39 10 15 4 6 3 10 42 17 9 36 48 8 35 11 48 23 26 2132
internal_value=-8.09311e-07 0.00761385 -0.01234 0.0299473 0.0132296 0.00316713 0.0113009 -0.0177253 0.0198037 -0.0492961 0.00916779 -0.00249032 0.0140688 -0.000220363 -0.00900738 0.00384812 -0.0318764 0.0339365 -0.0193938 0.000119166 0.029821 -0.0342869 -0.000269927 -0.0218536 -0.0451479 6.31442e-05 -0.000236835 -0.0174338 -0.0321095 9.39342e-05
internal_weight=48.6294 1.36284 0.719766 0.643076 0.464839 0.398161 0.369696 0.201757 0.140611 0.0487524 0.474837 0.351562 0.286074 47.2666 1.75843 1.35842 0.545314 0.295511 0.160565 45.5082 0.588446 0.269047 44.9197 0.682649 0.309977 44.2371 43.6191 0.823142 0.553759 42.7959
internal_count=2900 408 290 118 278 270 268 244 222 203 109 101 49 2492 84 65 61 55 52 2408 60 45 2348 60 43 2288 2240 60 49 2180
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 2 1 0 2 2 1 1 2 1 0 0 0 2 0 1 2 1 1 2 1 0 1 1 0
split_gain=0.0071212 0.127808 0.152639 0.0467308 0.101711 0.101064 0.14796 0.248315 0.16544 0.111559 0.0866625 0.0820013 0.0483652 0.0506743 0.108515 0.0412263 0.116034 0.0781337 0.0557371 0.0519793 0.111481 0.135732 0.0453249 0.0420757 0.170854 0.0595337 0.0460442 0.0747514 0.252411 0.0842264
threshold=0.34500464060000008 0.48368312325000012 0.48181192180000004 42.508878681700004 0.3447052483500001 0.34479506600000004 40.922041107600009 0.34446573455000007 0.47814436690000012 39.945535567850008 38.938637541200009 0.32272985840000007 0.34392682850000006 48.461603274950008 0.31123319660000009 0.47694679800000012 0.47778509625000004 0.47851860725000006 41.726652433350004 0.4622167001000001 0.35675578575000005 42.686561923500008 0.34506451900000007 0.3453339720000001 41.43512228960001 0.34542378970000004 0.47961138885000004 0.34566330350000002 0.34569324270000007 0.48015029490000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 6 8 11 9 10 -1 -8 13 14 -5 19 18 -18 -17 -2 21 -21 -19 24 -24 -25 -27 -28 -29 -30
right_child=15 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 22 -20 20 -22 -23 23 25 -26 26 27 28 29 -31
leaf_value=-0.008489061444230837 -0.077302334663164357 -0.03884123038787006 0.061899674334856852 -0.060699764427637276 0.0411407874838257 -0.034750948854851291 0.018223516131119298 0.070223792788820891 -0.069831557668818697 -0.051111411998042512 0.038463832439636921 -0.051082087060725201 -0.033819054603468811 -0.0029946368302461515 0.058095527135199887 0.035640232445633913 -0.041064678240755402 -0.024655390577367518 0.0054749035987558389 -0.10773768733388336 0.037917582353616135 0.0083739366547627998 0.048206078869655909 -0.025827130804503579 -0.01461015350406096 -0.027673847091365028 0.023725102488727154 -0.10820352497173531 0.051795927860038005 0.00027019688588220348
leaf_weight=1.1074081346654936 0.13874219720377645 0.87692665518625368 0.39546810649335462 0.09695310582682326 0.70405946623941407 1.0942552054124073 0.34808190589077959 0.6604790473356843 0.44590582585078653 0.38932185233215921 0.60943936463445414 0.3350459264984238 0.39389348216354836 2.0127350142134333 0.37165947342987238 1.3575339438393705 0.46568871430008485 0.72027837799395555 1.116147492321488 0.18272851032543258 0.2834931098901734 0.22420661691654509 0.84118415201373753 0.87642198825779161 0.89229397765302565 0.56580306653632462 1.3959788306383405 0.21385232126340525 0.32075575040653959 29.017332162396706
leaf_count=106 72 13 11 82 24 33 47 10 15 16 16 21 9 41 38 19 39 11 37 23 19 37 17 22 24 27 27 9 9 2026
internal_value=-3.91766e-06 -0.00240519 0.00115898 -0.00164419 0.00707506 -0.00789854 -0.000355983 0.0265031 -0.0144967 -0.00278148 0.00817808 -0.015768 -0.0012666 0.00390083 0.0335175 0.000608124 0.00109218 -0.000374614 0.0220294 -0.0214491 -0.0102254 -0.0437644 0.000169208 0.000693204 0.0158719 -0.000119142 0.000595818 0.00111266 4.44864e-05 0.000833532
internal_weight=48.4541 9.84163 8.96471 8.56924 3.5793 4.98994 3.89568 1.34361 2.55208 2.10617 1.71685 0.683128 2.87524 2.48135 0.468613 38.6124 37.7833 35.3096 2.47368 0.82917 0.690428 0.406935 34.8439 34.1236 1.73348 32.3901 31.5137 30.9479 29.5519 29.3381
internal_count=2900 482 469 458 194 264 231 78 153 138 122 68 170 161 120 2418 2267 2211 56 151 79 60 2172 2161 41 2120 2098 2071 2044 2035
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 0 2 1 2 2 0 2 0 0 1 0 0 1 0 1 2 1 0 1 0 2 1 1 0
split_gain=0.00730813 0.0830646 0.0672667 0.122571 0.107687 0.105377 0.0810874 0.066797 0.0693448 0.0687978 0.0664454 0.0670132 0.0633705 0.0603817 0.0533943 0.0658502 0.119954 0.056127 0.164868 0.059842 0.105473 0.0551842 0.0488585 0.11576 0.0682869 0.0411222 0.0372319 0.0408553 0.25768 0.090771
threshold=40.79983011445001 40.878805547300004 0.41808628485000005 0.42829556000000008 0.54384599265000022 0.55671985870000007 0.54317236010000014 40.380906245900007 0.3459626957000001 40.21994457600001 39.945535567850008 0.50300889195000009 39.852039223600009 0.55980359870000018 0.53592706805000012 0.39078171310000004 0.52772372085000019 0.52215502530000013 0.38906020780000011 0.51484985480000012 0.36998892250000009 38.318569170500005 0.46208197360000008 0.56323163980000013 0.46613873835000008 0.50300889195000009 40.982542372850013 0.41917906650000009 0.42067602765000006 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 9 -9 10 14 -12 -8 -7 15 17 -17 18 19 20 25 -16 23 -15 -24 -1 -3 29 -29 -28
right_child=1 26 3 4 5 13 12 8 -10 -11 11 -13 -14 22 21 16 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00023847636168334034 -0.038445318921066014 0.029814808029081315 -0.065780238031202073 0.090620943545348984 -0.056532072928572756 0.060854759083140697 0.014032379639720028 0.031471820286809497 -0.0037554100006631829 -0.019717448250762836 0.0045439574671939037 0.050551194400828704 -0.043747886141784376 -0.10479766308950654 -0.0043800992480960517 -0.10832848219869362 -0.0051694294036684178 0.014465131086036392 -0.054679594900283006 0.029334207071324527 -0.042004274768423243 0.065143438188315139 0.076868098215612468 0.0039339708873664773 -0.035470274193336739 0.033233476520334558 -0.0012660704389061837 0.085894747771984026 0.00016832849265710156 -0.042084081424718145
leaf_weight=5.4789791006695623 0.58091537559164663 0.40614010687932278 0.52646386940728074 0.13584125052147999 0.29101922790971446 0.19817674337900815 0.38158150844956396 1.6039943718485568 0.85755771761978383 1.3971403779727314 0.70252523157614521 0.57632177289633546 0.37769401761033805 0.11276724834169727 0.2042392246819017 0.1550610950524608 0.41279791039960401 2.5632344141231442 0.56375232621212479 0.69660652789752919 0.58512245447491285 0.25888879121021091 0.16566510198799733 0.74339324514528027 0.080357120326900899 0.4056981555186211 23.39702557629246 0.39042702096048687 3.4400354345245034 0.55779625458751425
leaf_count=269 24 24 23 9 39 17 26 32 31 33 26 20 16 13 35 51 42 35 13 24 32 11 16 121 254 12 979 11 575 87
internal_value=-2.53609e-06 -0.00101509 0.00149341 -0.012244 0.00515797 -0.00213721 -0.0356213 0.00400773 0.0191993 0.00133673 0.00367071 0.0252775 -0.0147098 0.0100363 0.00123069 -0.000187231 -0.0333383 0.00164163 -0.00261051 0.00148556 -0.00151292 0.0344836 0.000898958 -0.0103874 0.0401755 0.0025132 -0.000243796 -0.000683165 0.00890615 -0.00221653
internal_weight=48.2472 28.7723 19.4749 3.01296 1.72722 1.59138 1.28574 16.4619 2.46155 14.0004 12.6032 1.27885 0.759276 1.30036 11.3244 10.8613 0.567859 10.2934 7.73016 7.16641 6.4698 0.463128 1.10218 0.85616 0.246022 5.88468 28.1914 27.7853 3.83046 23.9548
internal_count=2900 1700 1200 534 469 460 65 666 63 603 570 46 42 421 524 478 93 385 350 337 313 46 404 134 270 281 1676 1652 586 1066
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 1 2 0 0 1 1 2 2 2 2 2 0 2 0 0 2 0 1 2 2 1 0 1 1 0
split_gain=0.0075526 0.0478812 0.10842 0.0589801 0.0432012 0.0664447 0.0948201 0.102759 0.0404603 0.0267288 0.121851 0.0740361 0.0219496 0.0176344 0.0141231 0.0398341 0.0381524 0.225572 0.0747941 0.0898215 0.173593 0.049389 0.0442576 0.0386779 0.0309113 0.0231615 0.0267841 0.0850351 0.0308322 0.0400997
threshold=0.3972336157500001 0.42646926740000007 41.468518788800004 0.41856531240000011 0.31123319660000009 0.31100865245000009 48.988717865950008 0.39614083410000006 0.43447800965000011 0.34193587020000005 0.32272985840000007 37.572218886150004 48.680511450650009 44.921040431000009 39.211875820650008 39.134693790050008 0.47305469895000007 42.131954243650007 0.47512050540000011 0.47670728420000003 42.541806567400009 0.47706655490000011 0.34482500525000009 39.344049039350004 41.093509583400007 0.34307356065000005 0.47778509625000004 0.34692075085000007 0.35814795965000007 0.49850303880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 12 -3 10 -10 -12 13 -1 15 25 17 -16 -18 20 -20 -21 24 -24 -23 -11 -27 -28 -29 -30
right_child=1 8 -4 -5 -6 -7 -8 -9 9 14 11 -13 -14 -15 16 -17 18 -19 19 21 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=-0.1005357879836085 0.047815310133198147 0.035038232339286206 -0.11923093019616744 -0.036693684236156918 -0.016900612747170519 0.056732772050374705 0.019243066943367786 -0.11104436508302361 0.024683632618490221 0.032102312258061851 -0.012262317126084298 -0.10256113016324796 0.10105892678601434 0.031094521323828752 -0.10872865463428741 0.036246815452424287 0.028432284472241356 0.029371417923938093 -0.10899003613354095 0.029188299227336657 0.0014794802790568029 -0.0032209798839437764 -0.032117031834550787 0.00052235606735066646 -0.0254737580988613 -0.018003740444793522 0.060873874738439443 -0.034301812242393551 0.026967673905357193 -0.00018444391517016183
leaf_weight=0.014413467502520261 0.13129884748879206 0.32851532186322074 0.10943134576725555 0.22259020776764515 0.56764341017418463 0.30836988519877184 0.809991115500452 0.1298372708261013 0.32606118055991729 0.25353152304886784 0.17361208214424551 0.19035234406719326 0.029948972165584564 0.034632283088285476 0.20374124226942214 0.36351716437957282 0.88119210640593237 0.28195930498270627 0.22458798110527922 0.555395209180232 0.38799630469578261 1.3301455732434981 0.36733990405537298 31.166297610202037 1.1762450707610694 0.65152983287630828 0.24656317871995259 0.23768827522872005 0.60069003217586203 5.7551239137528816
leaf_count=93 32 12 38 26 36 4 13 3 18 5 17 49 1 8 21 12 30 27 21 28 34 22 23 1609 25 44 13 14 19 603
internal_value=-2.60057e-08 -0.000253996 -0.0322394 -0.00533941 0.00618765 0.0160626 0.00375279 -0.0563289 7.02664e-05 -0.00018291 -0.0197141 -0.0594883 0.0336024 -0.00758873 0.000118701 0.0038945 -0.000718393 -0.0285587 -0.000343709 -0.00106392 -0.0390213 -0.000391805 -0.000874433 0.000142135 -0.0136642 0.00237605 0.00137005 0.00321544 0.00105931 0.00238171
internal_weight=48.0602 46.1654 0.46332 0.353889 1.89484 1.32719 1.01882 0.208832 45.7021 45.3736 0.690026 0.363964 0.0789947 0.0490458 44.6835 8.10864 36.5749 0.485701 36.0892 35.208 0.612584 34.5954 34.04 31.5336 2.50639 7.74513 7.4916 6.84007 6.5935 6.35581
internal_count=2900 2742 96 58 158 122 118 105 2646 2634 84 66 102 101 2550 710 1840 48 1792 1762 55 1707 1679 1632 47 698 693 649 636 622
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 1 2 0 1 0 0 0 0 2 1 1 2 2 2 0 0 2 0 2 1 1 0 2 1
split_gain=0.00747425 0.0129041 0.0955013 0.098981 0.0733737 0.0128338 0.038604 0.0287278 0.0275854 0.0223687 0.0143064 0.0180761 0.0289148 0.018304 0.0135462 0.0116005 0.0167366 0.011355 0.00932379 0.0263029 0.00921869 0.105166 0.18673 0.0635111 0.227488 0.0539785 0.11862 0.130604 0.191185 0.0981205
threshold=35.461062230100005 36.372781240150012 0.36543816055000006 0.50482021495000018 0.38991347565000006 0.4588185982500001 0.31148768000000004 35.131296350900008 0.49850303880000008 0.36543816055000006 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52029879345000019 34.394321486900004 0.43166372265000008 0.43625939340000008 36.735256530150004 34.542090938800008 34.394321486900004 0.52215502530000013 0.51700547890000015 39.945535567850008 0.52366695610000014 39.091773401050006 0.39388042275000007 0.39584144190000009 0.53484925600000011 43.968221017800005 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=5 2 -2 -4 -5 6 -1 8 -7 -10 -11 -12 -13 -14 15 -15 -17 -3 19 -8 21 -19 -23 24 -22 29 -27 28 -28 -25
right_child=1 17 3 4 -6 7 18 -9 9 10 11 12 13 14 -16 16 -18 20 -20 -21 23 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.078422455863837393 0.026122876179270678 0.018926443213106981 -0.11319592499309124 0.10032716564860972 -0.10070534232830722 -0.034504761685257589 -0.10071010454742735 0.04922990503290478 0.10030817534934443 -0.045057639079954748 0.10044226044225642 -0.10226083222355256 0.1005440180223552 -0.0535832561182382 0.05251699588436344 0.076865388465688286 -0.10022819902548075 0.00017291368427685067 -0.10253430559695705 0.092374977290283267 -0.016007887350281785 -0.06055524440308329 0.012979473027047238 0.011423940310381893 0.044665338881822725 0.041137232479610673 -0.10356511213434381 0.0011588918030136773 0.012635727580146614 -0.050552379072137034
leaf_weight=0.025808948092166051 0.24735744304553087 0.31524508086300684 0.14447896857745945 0.049446550663560629 0.028689510768300508 0.14096807271425149 0.018170841812261029 0.17923451538751589 0.030983345117419958 0.039384252632771677 0.024971701204776764 0.020381105186061177 0.026212523691356182 0.04090413175642249 0.041673355662415368 0.020319678142186604 0.0072373092778013062 31.79808113736658 0.033803369170982478 0.011533069366123527 1.1525289267301571 0.77637393554323242 0.62197858069162493 0.46079446452426853 1.3323501564070985 0.68764039715824665 0.29812660795816626 8.5030508758828045 0.26966465586863997 0.57323872843187473
leaf_count=3 20 36 5 6 53 23 53 19 5 8 2 3 2 24 29 9 121 1122 7 4 15 20 33 35 28 31 75 975 65 69
internal_value=-6.22413e-06 -0.00015399 -0.0166416 -0.0641591 0.0265133 0.0105491 -0.0247057 0.0160515 0.000921214 0.0207331 0.00958123 0.0214244 0.00883443 0.0254409 0.00756603 -0.0197963 0.0303552 1.162e-05 -0.0666164 -0.0257414 -0.000116685 -0.0010074 -0.0278475 0.00211031 0.0165241 -0.00120832 0.00109378 -0.00194183 -0.0483771 -0.022934
internal_weight=47.9206 47.259 0.469972 0.222615 0.0781361 0.661586 0.0893162 0.57227 0.393035 0.252067 0.221084 0.1817 0.156728 0.136347 0.110134 0.0684611 0.027557 46.7891 0.0635073 0.0297039 46.4738 33.1964 1.39835 13.2774 2.48488 10.7925 9.75848 9.07084 0.567791 1.03403
internal_count=2900 2588 84 64 59 312 67 245 226 203 198 190 188 185 183 154 130 2504 64 57 2468 1175 53 1293 43 1250 1146 1115 140 104
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 0 1 1 0 1 1 0 1 0 0 0 0 1 1 0 2 0 1 2 2 0 2 2 1 1
split_gain=0.00874281 0.107458 0.241502 0.224808 0.139552 0.129039 0.102099 0.0877917 0.070092 0.131816 0.0600721 0.0364733 0.0981664 0.230746 0.116852 0.173201 0.101636 0.0363173 0.0624598 0.0930805 0.102255 0.0795268 0.11255 0.207716 0.225949 0.105533 0.0616058 0.0574248 0.283152 0.0705745
threshold=0.39024280710000009 0.52428071015000011 39.468990633150007 0.52646627350000019 0.39584144190000009 0.51243974730000008 0.38906020780000011 0.38733870245000007 0.51700547890000015 0.38042274180000007 0.39167988980000007 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50300889195000009 0.50579323975000012 0.5025747732000001 0.39458399450000009 0.39584144190000009 0.53484925600000011 44.086690780350004 0.53905571685000009 0.41917906650000009 39.685256516350002 42.072181850200003 0.53978922790000017 38.441102963850007 40.823855932350007 0.42067602765000006 0.4274273225500001
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 8 11 -10 -5 12 14 -14 16 -16 -1 -12 -19 20 26 -21 23 -23 -25 -26 -20 29 -29 -24
right_child=1 3 4 10 5 -7 -8 -9 9 -11 17 -13 13 -15 15 -17 -18 18 19 21 -22 22 27 24 25 -27 -28 28 -30 -31
leaf_value=0.00042057389308427151 -0.0021082038227125139 -0.10880198042574106 0.099494979353717983 0.052736619378900354 -0.1055789921933693 0.059180655131792326 -0.028226725648917036 0.035037072649667961 -0.089458941575775844 -0.0019639050437039091 -0.035948779986473056 0.017848014430546472 0.031828818519919887 -0.069740971003689409 0.074108986764051366 -0.0066032807448553228 -0.034311250163198699 0.03543084351464517 0.0031847939317487038 0.030868245661611622 0.0065348156553007688 0.033015589005832388 -0.029656996070073296 -0.11259725966553238 0.10155925579448899 -0.04037375189968645 -0.10354801457755956 0.090183318675681162 0.0011190076457999328 0.0033734969472672817
leaf_weight=28.626624228297505 1.2999029712049162 0.19279556762514083 0.49579719426053248 0.21310446281859086 0.07261871017882271 0.13762169641980648 1.3078047124945431 0.71014020522124965 0.25286157707614521 0.53969843912614124 0.28747019470665591 1.1328196813974489 0.35621486027957772 0.60110669939058425 0.52371689857682102 0.54001964030612726 0.8680910870898505 0.47619379261959593 0.069765828591470291 0.80063158916163857 0.24851178220998449 0.30342472649668817 1.0305586442777617 0.4023025779404179 0.083753436803817749 0.1398804134191991 0.24050492568494519 0.39515559753635887 3.6923100430342064 1.7374528903972311
leaf_count=1057 37 53 22 9 40 27 24 24 38 29 45 28 17 51 36 14 7 18 27 36 48 33 45 26 2 45 48 13 522 479
internal_value=-8.63394e-06 0.0022863 0.0234635 -0.00183247 0.0705442 0.00227136 -0.000805976 0.000244086 -0.000494761 -0.0298787 0.000205198 0.000218547 -0.000415136 -0.0319473 0.000572691 0.0331344 -0.000601656 -0.000924675 0.000121887 -0.00171685 -0.0412641 0.000857064 -0.00222944 -0.0348863 -0.067802 0.0127818 -0.0795486 0.00219769 0.0097293 -0.00892409
internal_weight=47.7789 12.3198 2.00594 10.3138 0.706038 0.21024 35.4591 34.1513 33.4412 0.79256 10.121 32.6486 31.5158 0.957322 30.5585 1.06374 29.4947 9.90792 9.62045 9.14425 0.558783 8.58547 7.78484 0.929361 0.625936 0.223634 0.310271 6.85548 4.08747 2.76801
internal_count=2900 1575 126 1449 89 67 1325 1301 1277 67 1396 1210 1182 68 1114 50 1064 1387 1342 1324 123 1201 1165 106 73 47 75 1059 535 524
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 0 2 2 2 2 1 1 1 2 2 0 2 2 2 1 2 0 1 1 2 2 2 1 2
split_gain=0.00948336 0.0699613 0.0506458 0.0845944 0.0952194 0.0875682 0.0732605 0.0572815 0.057206 0.0577002 0.0909565 0.0838151 0.190959 0.0693327 0.0810032 0.0685641 0.143197 0.163909 0.637412 0.0628001 0.0540271 0.0512775 0.0506709 0.0431155 0.0829454 0.0557674 0.124917 0.110684 0.0539785 0.0425642
threshold=40.79983011445001 40.878805547300004 0.41808628485000005 0.42829556000000008 0.54384599265000022 0.55671985870000007 0.54317236010000014 40.380906245900007 40.21994457600001 39.788107623550012 39.685256516350002 0.34521421515000011 0.37982395740000008 0.39024280710000009 38.771633980050005 39.468990633150007 0.52266399210000014 39.268993001500007 39.039757512550004 38.318569170500005 0.3459626957000001 39.852039223600009 0.55980359870000018 0.43033142720000012 0.45051046375000009 40.580626202750004 39.468990633150007 39.268993001500007 0.43808568605000003 38.592454371550012
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 8 9 10 13 -11 -13 15 19 16 17 18 29 -15 -9 -8 -7 -24 28 26 27 -26 -25 -1
right_child=1 -3 3 4 5 22 21 20 -10 11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0075468290712753976 -0.035637909684949828 -0.00045062598973264915 -0.05969373846526306 0.08837757188528779 -0.052590670557106436 0.056363825201208043 0.015291010128236011 0.029050035961554355 -0.017863623612003939 0.052218606964454212 -0.043259206228159257 -0.027528736136502682 0.050585923126688193 0.0061808495412432451 0.030804195115029721 -0.022267686342061555 0.057143500845368282 0.043795665515369786 -0.11507917511179554 -0.063616007650197967 -0.002417823289588927 -0.036939477743784935 0.098697741057232016 -0.0031567055152698755 -0.0051353482179498557 0.077447892888467443 -0.10808777263762995 0.098140742344518583 -0.10515791650385711 -0.019754512557359404
leaf_weight=4.0266727271551517 0.57672705372806632 27.906808363778978 0.50027802576573932 0.12469896301445249 0.28449629643264263 0.19032530394724734 0.38343033961272255 1.5738898401348245 1.3830466966822985 0.55923582414015882 0.45010492024584969 0.73330323222126004 0.54593982303413213 0.58992998737291591 1.5668403048766775 1.3580194435908195 0.44572627621528216 0.69964142639946647 0.50016333657549683 0.16495662817405332 0.83509825962391904 0.36872064897033852 0.042854386936369226 0.093473606231498141 0.49500161698594114 0.10842098984801396 0.092316016327231409 0.13129919288280689 0.11659630719291592 0.66542216127572817
leaf_count=247 24 1676 23 9 39 17 26 32 33 13 13 31 22 104 24 31 14 14 12 16 31 16 5 27 262 19 52 6 33 29
internal_value=-8.32239e-06 -0.00116309 0.00172011 -0.0103681 0.0043003 -0.00244298 -0.0300383 0.00392173 0.00141935 0.00358653 0.000716817 0.0199254 0.00580809 0.00269277 0.0178392 -0.0018768 0.00249254 -0.00164185 -0.00776442 -0.00907105 0.0181414 -0.0103135 0.0087882 0.000403789 -0.00365782 0.0105951 0.000508702 0.0165157 -0.059771 0.00367502
internal_weight=47.5134 28.4835 19.0299 2.93191 1.67948 1.55478 1.25243 16.098 13.689 12.306 10.4675 1.83848 1.27924 10.0174 2.32173 7.69565 6.33763 5.8919 5.19226 0.754887 2.40899 0.752151 1.27029 1.07996 1.03711 0.827038 0.718617 0.626301 0.21007 4.69209
internal_count=2900 1700 1200 534 469 460 65 666 603 570 504 66 53 491 144 347 316 302 288 120 63 42 421 404 399 339 320 268 60 276
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 0 1 2 2 2 2 2 1 1 1 2 2 1 0 0 0 1 2 2 2 1 0 2 0
split_gain=0.00775093 0.0569652 0.0456469 0.135514 0.0603804 0.200113 0.136071 0.0876341 0.0584799 0.128668 0.0860286 0.070677 0.0501788 0.0443831 0.0736648 0.0859807 0.0682747 0.100854 0.0683891 0.0565984 0.0795783 0.0430143 0.150142 0.371757 0.201211 0.141853 0.188449 0.079128 0.053209 0.0463042
threshold=40.79983011445001 40.878805547300004 0.54095685760000012 0.54317236010000014 40.036761086100007 0.55671985870000007 0.54511840960000013 0.44922307715000004 40.305698932850007 40.496232821400007 40.660558922250004 40.21994457600001 40.12915366295001 0.42019700010000005 0.4211999641000001 0.4355408521000001 39.468990633150007 39.268993001500007 0.43625939340000008 0.55754318735000019 0.56167480015000015 0.50449088350000015 0.38906020780000011 38.115457128050004 39.420767558750008 38.592454371550012 0.34524415440000006 0.48543456785000005 38.175120519550006 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -5 -7 11 -10 -11 12 21 -8 -15 -16 17 18 -17 -20 -21 25 23 -23 29 28 -27 -28 -1 -24
right_child=1 -3 3 4 5 7 13 -9 9 10 -12 -13 -14 14 15 16 -18 -19 19 20 -22 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0051683836321000654 -0.032226780786771783 -0.00040553684216261787 -0.066125075505931427 0.062911389202919887 -0.081898585660111961 -0.02756636333398817 -0.059389129864233073 0.075031598564011343 0.052361795198606453 -0.016346283201901925 0.024673449077878298 -0.024176761733666868 0.033794587834367264 0.079110056219405991 -0.079517772295639777 0.089945061584413399 -0.058981159500383101 0.097110806981899653 -0.1036352358400221 0.076506326987803158 -0.019106626396946755 -0.017889784397233544 0.0016305973541420127 0.072713762838455986 -0.042727560571516679 0.0034314970957608493 -0.025988302429050932 -0.075260188937548433 0.043057177252236178 0.02924627875768342
leaf_weight=2.7503894704134102 0.57414194919238326 27.908525006461268 0.37553244279115627 0.36118434171839942 0.33363540074151377 0.15503283445934812 0.14009046605609787 0.17980921792217686 0.74486554668555927 1.0400108075602932 1.0056777561185297 1.0399637455120672 0.50653195548511654 0.10747947846539307 0.14466457240822439 0.075032390697742812 0.15046300064577167 0.12479173331234961 0.059757874054412241 0.10683592026543925 0.46999057608173161 0.83065375038131584 2.0195290566925914 0.99572573089972138 0.96905096099362698 1.5274419917259368 0.72323153546130903 0.593328743474558 0.42837881460351912 0.86818745074737069
leaf_count=192 24 1676 19 16 16 7 29 49 32 28 21 15 15 4 59 5 31 7 5 8 295 42 36 26 29 47 33 19 15 100
internal_value=-6.32805e-06 -0.00104698 0.00156801 -0.0102514 -0.00154059 -0.0270863 0.00827199 0.0275284 0.0036193 0.0167765 0.00381936 0.000848797 0.00297987 -0.00603793 -5.724e-06 -0.00752057 0.00303343 0.0141893 -0.00035207 -0.0109951 -0.00139784 0.00164648 0.0078868 0.0315065 -0.00329833 -0.00424196 -0.020467 -0.0481935 0.0102744 0.00993321
internal_weight=47.3099 28.4827 18.8273 2.7843 2.40877 0.668477 1.74029 0.334842 16.043 2.79055 2.04569 13.2524 12.2124 1.37911 1.23902 1.13154 0.986871 0.836408 0.711617 0.636584 0.576826 11.7059 5.68315 1.82638 3.85677 6.02277 2.844 1.31656 3.17877 2.88772
internal_count=2900 1700 1200 550 531 72 459 56 650 81 49 569 554 443 414 410 351 320 313 308 303 539 233 68 165 306 99 52 207 136
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 0 1 0 1 1 0 1 0 0 1 0 1 2 2 0 1 2 0 1 0 1 0 0 2
split_gain=0.00874149 0.0832363 0.0775223 0.18748 0.178418 0.141836 0.106784 0.0602489 0.0667677 0.110041 0.0268785 0.0959662 0.0938642 0.0948906 0.155907 0.0882211 0.0703683 0.051182 0.035428 0.0758696 0.0336072 0.0595529 0.224814 0.177972 0.170308 0.0812064 0.0600244 0.0756951 0.066585 0.0857184
threshold=0.39024280710000009 0.38906020780000011 0.52324780695000006 39.468990633150007 0.39078171310000004 0.39167988980000007 0.51243974730000008 0.38733870245000007 0.51700547890000015 0.38042274180000007 0.38042274180000007 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50579323975000012 0.36543816055000006 0.50482021495000018 0.37668033890000002 36.514114975300011 36.173488152900006 0.49850303880000008 0.34744468730000005 42.564639561200003 0.49128768600000011 0.35585760905000008 0.48543456785000005 0.3465914194000001 0.48607826115000008 0.48271009850000007 41.966555987550002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 -7 8 10 -10 11 12 13 15 -15 18 -14 -18 19 -1 21 26 24 -24 -23 -26 27 28 -20 -30
right_child=2 -3 4 5 -6 6 -8 -9 9 -11 -12 -13 16 14 -16 -17 17 -19 20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.007558314235659217 -0.0005244216002116206 -0.025877056246061004 -0.10769617966827785 0.10143806156258195 0.00057575106370296131 -0.10525074917060012 0.055070604809756167 0.029517502436954009 -0.086397009411802034 -0.0042575758262572011 -0.020226085365251383 0.036273449965717922 0.00057115746194142162 0.071175882933107879 -0.0068548383222973271 -0.033538268946084297 -0.10475809214094634 -0.031275875189744617 0.00049413777392199557 0.10145521512446956 -0.015869105044520899 0.05576658102713028 0.019563532176270989 -0.064271850626765478 -0.036341732451344165 0.026268708298583965 -0.023471080376547153 0.017542873620840484 -0.031190837830742925 0.0043644946243516468
leaf_weight=0.45352941483710196 1.2407744620094394 1.2750518861284934 0.15456354169873421 0.39985664984487801 9.9419203488005827 0.06733581532138011 0.10846931024622819 0.68443146871868421 0.23628193831927902 0.5265865010564994 0.6297910800203671 0.73810208594113547 0.27997288542974175 0.49111692892620229 0.53497873061496648 0.78399631395973202 0.17724920429282065 0.20374500285834074 17.514107362612091 0.10620413420247132 1.2791194227465883 1.2558386066750058 0.47815141884200307 0.53828343981876969 0.38357345196993708 0.45040401362348348 1.1304992303194001 2.250384143088012 1.6047755139879876 1.174166251439601
leaf_count=110 28 24 11 10 1463 45 18 24 38 29 16 21 15 36 14 27 34 10 679 6 25 24 31 12 32 13 22 34 29 20
internal_value=-1.43145e-06 -0.000794248 0.00233985 0.0213585 -0.00108175 0.0685246 -0.00633471 0.000149024 -0.000456039 -0.0296985 0.000231253 0.000636047 -0.000210012 0.0005998 0.0304928 -0.000443393 -0.0374916 -0.0654619 0.000463216 0.0253744 -3.37176e-05 0.000722638 0.0137412 -0.024834 0.0325032 -0.00252788 -0.000985519 0.000142078 -0.00178757 -0.0161679
internal_weight=47.0933 35.1803 11.9129 1.81644 10.0965 0.575662 0.175805 33.9053 33.2209 0.762868 32.458 31.8282 31.0901 30.4291 1.0261 29.403 0.660967 0.380994 28.619 0.559734 28.0593 26.7802 3.10625 1.01643 2.08982 0.833977 23.6739 22.5434 20.293 2.77894
internal_count=2900 1325 1575 101 1474 73 63 1301 1277 67 1210 1194 1173 1114 50 1064 59 44 1037 116 921 896 112 43 69 45 784 762 728 49
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 1 2 2 2 2 2 2 0 2 2 1 2 0 2 0 2 1 2 2 2 0 0 0
split_gain=0.00813244 0.30078 0.0771044 0.0465397 0.211088 0.4518 0.316769 0.0894764 0.0550909 0.0442757 0.0684325 0.0796173 0.219271 0.0390931 0.105203 0.212047 0.177572 0.157377 0.133088 0.128163 0.0380679 0.0332226 0.0312041 0.0276839 0.0246194 0.0390996 0.0446251 0.0328404 0.0776449 0.0867015
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.34587287805000005 0.42019700010000005 41.792045663550006 41.840895355800008 41.919251152600005 42.027086531450003 42.049402686800001 42.487106141350004 0.48119816770000007 42.131954243650007 42.131954243650007 0.34545372890000009 42.37975859965001 0.49320379630000005 41.289992964000007 0.53839705400000015 42.541806567400009 0.34632196640000007 41.24714903835001 41.134354310300004 41.028010303750008 0.56704889075000009 0.54095685760000012 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 -3 4 -4 -6 -7 -8 -5 -10 -11 23 -13 14 16 -16 -14 -18 19 -17 24 -21 -15 -12 25 26 27 28 -1 -30
right_child=1 2 3 8 5 6 7 -9 9 10 11 12 13 22 15 18 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00281288267641792 -0.092833129751488663 0.027275624185372629 0.025908643589226867 0.024329621792342368 -0.1027098441985554 0.105366442691825 -0.069290768546490814 0.014793501099973946 -0.023978757053861495 0.031545148225676577 -0.056017764038289432 0.078497163031219175 0.06235537956582006 0.024318383969884602 -0.076072183525091874 0.081279883847938592 0.020923301876563785 -0.075819397623423559 -0.027798361623143104 -0.043203553747652362 0.024351546658937309 0.018094967174706079 0.0001360456765732782 -0.015091403304036811 -0.016425039138464582 0.019610962699077649 -0.023221930685903468 0.022343024761955797 -0.061449002517224842 -0.0083823597702501924
leaf_weight=16.775505941137872 0.35365303687749872 0.99831568631907686 0.79685373371103496 0.9159858442180554 0.61268809856846906 0.24831114243716002 0.28697697938332567 0.22639245461714097 0.78841840482975811 0.67197646097844455 0.32187938636946256 0.35168278990818436 0.45378991206166863 0.55684502815733949 0.57190240927229785 0.2786923125386237 0.41829178407394352 0.28119077693099825 1.0236499575692048 0.15916488898801617 0.69678796386055708 0.19891373540359325 12.781761163384475 0.33972299739500045 0.81675044500417371 1.1021750679745981 0.7775058814919501 0.70842296317949305 0.36357346269141855 2.0099271985305665
leaf_count=676 11 22 26 33 9 3 22 28 22 33 19 11 14 33 19 3 34 21 31 16 11 27 1078 25 22 33 34 380 19 185
internal_value=2.78485e-06 -0.00130339 8.68592e-05 -0.00113113 -0.0150403 -0.0387823 0.0126404 -0.0322102 0.000370314 -0.000772853 0.000220982 -0.00096572 0.000353037 -0.00129021 -0.0108868 -0.023557 0.0136382 -0.0179671 -0.00546901 0.0304268 0.00133067 -0.00915204 0.00114558 -0.0350027 0.000619453 0.00125988 0.000279695 0.00119989 0.000417691 -0.0165111
internal_weight=46.8877 23.6371 23.2834 22.2851 2.17122 1.37437 0.761681 0.513369 20.1139 19.1979 18.4095 17.7375 17.0759 16.7242 3.3856 2.23232 1.15327 0.699483 1.66042 0.636771 23.2506 0.358079 13.3386 0.661602 22.5539 21.7371 20.6349 19.8574 19.149 2.3735
internal_count=2900 1540 1529 1507 88 62 53 50 1419 1386 1364 1331 1287 1276 165 96 69 55 77 46 1360 43 1111 44 1349 1327 1294 1260 880 204
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=1 2 0 1 2 2 1 1 2 0 0 2 0 0 1 1 0 0 0 1 2 0 1 0 0 2 1 1 1 1
split_gain=0.00947844 0.0438183 0.0323388 0.0194621 0.0163576 0.0158611 0.0645543 0.149468 0.0276266 0.0241921 0.0509225 0.0863186 0.0304735 0.0351196 0.0669298 0.0383929 0.138642 0.202884 0.0596451 0.0396582 0.158414 0.0663555 0.08868 0.0622866 0.030292 0.0194553 0.240195 0.119646 0.079615 0.175057
threshold=0.31063441215000004 49.110028829250005 0.39614083410000006 0.30949672165000003 44.921040431000009 48.988717865950008 0.31100865245000009 0.36106703390000006 48.852845034800005 0.41155953415000007 0.43563066975000003 39.56957118270001 0.4447920721000001 0.4622167001000001 0.33263974130000007 0.34307356065000005 0.46928235680000008 0.47305469895000007 0.47512050540000011 0.34482500525000009 41.24714903835001 0.47694679800000012 0.34506451900000007 0.47706655490000011 0.43447800965000011 40.712530798250008 0.34524415440000006 0.3453938505000001 0.35585760905000008 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 9 -2 11 -11 -12 14 -14 -15 -17 -18 -19 20 -20 22 -21 -23 -13 26 -25 -28 29 -29
right_child=5 -3 -4 -5 -6 6 7 -9 -10 10 12 24 13 15 -16 16 17 18 19 21 -22 23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.10048440784531239 0.017431426625885618 0.064798657652490155 -0.056058679498490575 0.10095679765011159 0.031417903855946012 0.0093161371356735145 -0.11123974882988058 -0.00063182943272735361 0.019268763255761098 0.011250133020052086 0.034780571886348657 -0.11218684389171446 -0.10188840793184456 -0.027802517230413371 -0.0016256992340977869 0.083001061724247649 -0.1103321038154151 0.024508886446510766 0.0080097830921713759 -0.10963342561775168 -0.035350899861162736 0.052153027374445229 -0.006916531490118458 0.051056115052742712 -0.038995198808919961 -0.0010991716142609326 -0.042840248759662046 -0.0062893605800647696 -0.00052784172647156534 0.065104511865221676
leaf_weight=0.013072075873266864 0.77171053461556383 0.11770835000788793 0.088585580417657184 0.027115102857351303 0.033486585365608335 0.68466326873749206 0.18085487961641888 0.37653034649994233 0.74728296627290447 0.21439410343178344 0.24924051609195785 0.11850529756983441 0.098582104146769156 0.49257915292991938 0.20509452077893686 0.20163344646388637 0.16636360232780489 0.99508390638265964 1.9693201011396007 0.1256549529425709 1.4726134313532382 0.23746431819836189 0.25385456704534803 0.99414092663210141 0.10815301020704737 22.113791623301474 0.61825247609522094 0.79041471489472204 11.626285827464757 0.60734384440002032
leaf_count=93 45 6 20 1 7 7 14 215 22 46 24 29 21 38 38 14 6 33 37 9 37 12 47 19 23 1090 14 24 884 25
internal_value=5.15404e-06 0.0183498 -0.0153458 0.0336075 -0.00561574 -0.000105486 -0.0112538 -0.0365208 0.000201008 -0.000119696 -0.000429929 -0.0342368 -8.49172e-05 -0.000287156 -0.0341738 -4.59597e-05 0.000278242 -0.000119172 0.00031943 -0.000270402 -0.0105419 0.000675713 -0.0409259 0.00110256 -0.0772625 0.000772698 0.00360085 0.000142695 0.0021831 0.0247322
internal_weight=46.6998 0.279968 0.162259 0.0736738 0.0465587 46.4198 1.24205 0.557385 45.1778 44.4305 43.6588 0.441052 43.2177 42.9685 0.303677 42.6648 42.1722 41.9706 41.8042 40.8091 3.44193 37.3672 0.37951 36.9877 0.226658 36.7502 14.6364 13.6423 13.024 1.39776
internal_count=2900 127 121 101 100 2773 236 229 2537 2515 2470 98 2372 2348 59 2289 2251 2237 2231 2198 74 2124 56 2068 52 2056 966 947 933 49
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 1 0 1 0 1 1 1 1 0 2 0 2 0 1 1 2 1 0 0 0 2 1 2 1 1
split_gain=0.00900717 0.0683797 0.063344 0.209053 0.178836 0.121222 0.101127 0.0478689 0.0556937 0.097261 0.0460814 0.0342234 0.0478673 0.0833813 0.0504123 0.131786 0.117035 0.0904225 0.0658067 0.12613 0.0921493 0.0740856 0.057017 0.0887669 0.0532296 0.0684442 0.0763324 0.0843362 0.0514033 0.101847
threshold=0.39024280710000009 0.38906020780000011 0.52428071015000011 39.468990633150007 0.52646627350000019 0.39584144190000009 0.51243974730000008 0.38733870245000007 0.51700547890000015 0.38042274180000007 0.39167988980000007 0.39458399450000009 0.39513787010000007 0.52975958800000011 40.580626202750004 0.53592706805000012 40.036761086100007 0.55609113500000007 0.41808628485000005 0.41917906650000009 39.749124837650008 0.41985269900000005 0.54095685760000012 0.54422023290000021 0.54585192060000021 39.468990633150007 0.44705248345000009 39.268993001500007 0.42067602765000006 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 -7 8 -1 -10 -6 -12 -13 -14 15 -15 18 -18 -17 -20 21 -21 -23 -24 -25 26 -26 -28 29 -16
right_child=2 -3 4 5 10 6 -8 -9 9 -11 11 12 13 14 28 16 17 -19 19 20 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00014516804965246106 -0.0038485728301742373 -0.023505571690391153 -0.10641854269940428 0.096792291775093603 0.047899953000090867 -0.10475317281214497 0.051437661726938956 0.026373675357390654 -0.083137208545957658 -0.0041205104016451676 -0.034660403437397715 0.041678866308039325 -0.053107476292838199 -0.10346254131720799 0.0072081324029683444 0.040548336395079737 -0.077702271800700981 0.0030124525979614149 -0.10668737262060941 -0.10795395699032628 0.046684647745800265 0.078900289418642827 -0.095369689244180711 0.051413640607412103 -0.046344054556046663 -0.10846948725870274 0.00012695391809519732 0.095574992073616111 0.00093238424663801781 0.064178534499470183
leaf_weight=31.998630481785845 1.2799412786491888 1.2785780877093191 0.15779350650613011 0.42460769511472296 0.20421657033875718 0.061557705205688151 0.12692483729168558 0.67725560383405436 0.22101890482053832 0.52771396338312115 0.27830365087242981 0.27957757110561843 0.28978628672906026 0.14071646843512953 1.21346170523703 0.43708033331355167 0.34052742639323685 0.23428537628208801 0.10946992523668075 0.070599928061014228 0.39274454109914803 0.080206734492094145 0.10655394650893857 0.1715588867155019 0.27099603929717375 0.064587935097819127 0.52181610928426536 0.11253638930975285 4.0387467112096793 0.42324750160332758
leaf_count=1210 37 24 53 22 9 40 27 24 38 29 45 9 65 27 113 40 18 37 7 6 27 5 8 10 94 15 273 7 566 15
internal_value=2.74176e-06 -0.000809613 0.00238541 0.0191508 -0.000807884 0.0671665 0.00042631 5.85662e-05 -0.000485663 -0.0274455 0.000895893 -0.000106426 0.000927773 -0.00033547 0.00141643 -0.00894384 -0.00437793 -0.0448041 0.00556048 -0.00248367 0.00388335 -0.00813359 -0.0028279 -0.00808022 6.78957e-05 -0.00901396 -0.00191876 0.0170598 0.00699078 0.0219405
internal_weight=46.535 34.7032 11.8318 1.89303 9.93881 0.61309 0.188483 33.4246 32.7474 0.748733 9.78102 9.5768 9.2985 9.01892 8.72914 3.05368 2.91296 0.574813 2.33815 1.90107 1.7916 1.39886 1.32826 1.24805 1.1415 0.969936 0.905349 0.634352 5.67546 1.63671
internal_count=2900 1325 1575 126 1449 89 67 1301 1277 67 1396 1387 1342 1333 1268 574 547 55 492 452 445 418 412 407 399 389 374 280 694 128
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 2 0 0 2 1 1 1 0 1 1 0 1 2 0 0 1 0 2 1 2 1 2 1 0 0
split_gain=0.00801933 0.0369257 0.0271658 0.0179307 0.0154936 0.0146299 0.0638448 0.0440003 0.12324 0.0868126 0.039672 0.0196948 0.0427215 0.087524 0.0313664 0.0315956 0.0325482 0.128653 0.0559225 0.0315126 0.0862531 0.0692529 0.0450028 0.0441345 0.0419405 0.0368748 0.143827 0.0481179 0.132756 0.130252
threshold=0.31063441215000004 49.110028829250005 0.39614083410000006 0.30949672165000003 0.37331217625000007 48.919835655300012 0.41155953415000007 0.42646926740000007 48.988717865950008 0.36106703390000006 0.31810424840000007 0.32600820335000008 0.4622167001000001 0.34392682850000006 0.34307356065000005 0.47512050540000011 0.34482500525000009 41.24714903835001 0.47694679800000012 0.47778509625000004 0.34491482290000003 0.47851860725000006 42.102795028150005 0.34506451900000007 41.028010303750008 0.3453339720000001 41.43512228960001 0.34569324270000007 0.48015029490000011 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 3 4 -1 6 -2 -7 -9 -10 -8 -12 13 -13 -14 -16 17 -17 -18 22 -21 24 -20 -23 -22 26 -25 28 -27 -29
right_child=5 -3 -4 -5 -6 7 10 8 9 -11 11 12 14 -15 15 16 18 -19 19 20 21 23 -24 25 -26 27 -28 29 -30 -31
leaf_value=0.030828468513763592 0.026910559913950478 0.060599805594099214 -0.051848040042700411 0.10086478737709832 -0.10044802298179088 -0.023759869424678694 -0.040182837453429654 0.066786396196617789 -0.11448803528217683 -0.00085555990048253217 0.02133357665285807 0.0036504939931695868 -0.025150107253604628 -0.10413003035867981 0.01546348326961474 0.0072124981349582567 -0.038116239580793243 -0.031909674398201616 0.019953826897780347 0.040370784718731595 -0.0057368085930295624 -0.020038203730244938 -0.0067589500470778829 0.045712349653594678 -0.067154698227356535 -0.049753180369780645 -0.012941869726606598 0.055919519308490796 0.00047922619288525982 0.0003403863627064181
leaf_weight=0.032602997933272593 0.87981464857455094 0.11347966667381115 0.086349188501571916 0.024552468210458755 0.01241348760660177 0.92394766108463844 0.24796736173493528 0.24444531108019873 0.081825279624240466 0.37698118053933172 0.42568975188760205 0.20193637788611829 0.49047758460755275 0.1201856330163279 1.3281862663027215 1.9646147851017297 0.36847906006295872 1.4691513475554527 1.909955064649693 0.52599736717820533 0.20256513869389792 1.0547382468357671 0.94157863670579889 0.80354211339726578 0.24646476760244695 0.71441732714447725 0.87146961636608467 0.42828824164462531 1.9961657669628037 27.244662527815994
leaf_count=11 46 6 20 1 89 16 37 9 7 215 27 36 38 82 53 37 56 37 31 10 12 18 39 17 28 29 24 18 42 1809
internal_value=4.8884e-08 0.0172031 -0.0143817 0.0321217 -0.00537158 -0.000100561 0.000240469 -0.0094136 0.00943485 -0.0211212 -0.00029825 -6.98866e-05 -0.000282354 -0.0365631 -7.76316e-06 0.00028536 -0.000209445 -0.00952609 0.000648036 0.00103471 0.000189958 -0.000439767 0.0111332 8.92016e-05 -0.039448 0.000751401 0.0151959 -4.49103e-05 -0.0127603 0.00120057
internal_weight=46.3329 0.269398 0.155918 0.069569 0.0450165 46.0635 44.4363 1.6272 0.703252 0.458806 43.5565 43.3086 42.8829 0.322122 42.5608 42.0703 40.7421 3.43377 37.3083 36.9398 34.0883 33.5623 2.85153 33.1133 0.44903 32.0585 1.67501 30.3835 2.71058 27.673
internal_count=2900 127 121 101 100 2773 2526 247 231 222 2480 2443 2416 118 2298 2260 2207 74 2133 2077 2007 1997 70 1957 40 1939 41 1898 71 1827
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 2 0 0 0 0 2 1 2 2 1 0 2 1 2 1 1 0 1 2 2 1 0 2 0
split_gain=0.00786606 0.0287251 0.0204342 0.0200884 0.01268 0.0114137 0.0467099 0.0111101 0.00844969 0.00734982 0.0666883 0.130282 0.0324935 0.0981926 0.200589 0.0942858 0.0828421 0.124363 0.0498181 0.0299859 0.219633 0.122335 0.183981 0.146057 0.109175 0.0756206 0.167814 0.0816776 0.0686779 0.0676287
threshold=34.542090938800008 33.96174662340001 33.384956903900012 0.38906020780000011 0.54384599265000022 0.51484985480000012 32.483642351600004 0.56793209785000009 0.56915960600000015 0.52215502530000013 0.51700547890000015 39.344049039350004 0.39078171310000004 39.091773401050006 39.420767558750008 0.38991347565000006 0.52646627350000019 42.34047585750001 0.39167988980000007 42.448133449100006 0.39685937550000011 0.39584144190000009 0.53592706805000012 0.4019490434500001 41.840895355800008 41.21013581150001 0.41985269900000005 0.53905571685000009 40.823855932350007 0.56424957340000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -6 -9 10 -2 -12 13 -11 -15 -16 17 -14 -18 21 -21 -20 -23 -24 25 27 -27 -25 -29 -26
right_child=9 -3 -4 4 7 -7 -8 8 -10 12 11 -13 16 14 15 -17 18 -19 19 20 -22 22 23 24 29 26 -28 28 -30 -31
leaf_value=-0.10067326033048048 4.6081796418575641e-05 0.061987805209718728 -0.075122266300532717 0.10032765544546414 -0.10054630114584945 -0.054046955694532078 0.074237518363562613 0.093871896532051302 -0.10011772599926952 -0.010454151879178877 0.019514241161914515 -0.044990103995515361 -0.10709578896608361 0.066505774047061691 -0.030895877323593002 0.034080697962744551 0.051404073430954003 0.037722421331739399 0.049848782493739752 -0.10851414733396679 -0.0012400114271597605 -0.077794265652039674 0.082938040182672368 0.063228320668147459 0.062845268369300336 -0.11480989918737605 -0.0059150760260311998 -0.010319637171361173 0.02204381445430342 -0.0046322001795717936
leaf_weight=0.023791874603094787 31.852506473435014 0.093683567887100416 0.034534223694030364 0.031686222158441524 0.0072065252188875375 0.044120255101006478 0.042614383362370889 0.010696687211748213 0.0028418929270685464 1.1944072293117618 0.4815016225020361 0.89536715412869228 0.16939671048038363 0.72593470662832238 0.53600681683496987 0.38282198244269239 0.19022095958643959 0.091237168680992298 0.5252873474187244 0.20457480181039533 2.8461525242132542 0.2927665024781162 0.22242826956789929 0.19629134610295373 0.41546839896182053 0.19251403445105086 0.53425082672878688 2.8808503863030657 0.84892549987301702 0.23117441043163467
leaf_count=51 1186 36 24 6 18 8 11 2 96 25 21 40 43 5 41 10 7 35 29 45 471 62 8 6 29 10 59 419 51 46
internal_value=2.10759e-07 0.0163845 -0.00524813 0.00955968 0.0605365 -0.0146226 0.0115709 -0.00024078 0.0531514 -0.000103704 -0.000885322 -0.0224324 0.0019445 0.0113691 0.0272169 -0.00382396 -0.000774382 -0.0564009 0.000738853 -0.00028744 -0.00843357 0.0036324 -0.000542708 0.0035531 0.000221177 -0.00512962 -0.0347604 0.000355419 -0.00295347 0.0387221
internal_weight=46.2013 0.291176 0.197492 0.162958 0.0524313 0.110527 0.0664063 0.0207451 0.0135386 45.9101 33.2294 1.37687 12.6807 2.83917 1.64476 0.918829 9.84154 0.260634 9.58091 9.39068 3.05073 6.33996 5.81467 5.5219 5.29947 4.65283 0.726765 3.92607 3.72978 0.646643
internal_count=2900 252 216 192 122 70 62 116 98 2648 1247 61 1401 81 56 51 1320 78 1242 1235 516 719 690 628 620 545 69 476 470 75
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 1 0 0 2 1 0 1 0 0 0 1 1 2 2 0 0 1 2 1 1 2 2 2 1 0
split_gain=0.00742087 0.0729001 0.0604364 0.153117 0.14184 0.116576 0.0848628 0.0548448 0.145713 0.0890745 0.0836482 0.178653 0.10861 0.106027 0.100745 0.0728394 0.0451877 0.0322251 0.0687496 0.0269253 0.0609645 0.0319271 0.0541701 0.0482897 0.0888791 0.0804776 0.073489 0.0832431 0.0571343 0.121724
threshold=0.39024280710000009 0.38906020780000011 0.52324780695000006 0.39078171310000004 39.468990633150007 0.39167988980000007 0.51243974730000008 0.51929582950000019 42.686561923500008 0.38042274180000007 0.51484985480000012 0.37138109635000011 0.50300889195000009 0.50579323975000012 0.50482021495000018 0.36543816055000006 0.37482410710000008 36.514114975300011 36.173488152900006 0.49850303880000008 0.49588335680000006 0.35394149875000008 40.823855932350007 0.3459626957000001 0.34575312120000007 41.872669623500009 42.049402686800001 42.871500973550006 0.34566330350000002 0.48607826115000008
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 -7 9 -9 10 11 12 15 -14 -13 17 -16 18 -1 20 21 23 -23 24 28 -26 -25 -28 29 -19
right_child=2 -3 3 -5 5 6 -8 8 -10 -11 -12 14 13 -15 16 -17 -18 19 -20 -21 -22 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0080270123159562924 0.0013679083499838643 -0.024503585539573214 -0.10641972490989732 0.00064527614510810161 0.098804157420589067 -0.1042864206786049 0.048854651309577821 0.043020047336341495 -0.035549241633895244 -0.034363912984592425 0.038682743202114123 -0.00021013682982082478 0.0674731412140257 0.0056024435030928646 -0.10920877999495655 -0.030694723610060589 -0.048000521198579921 -0.0026065090028662302 0.10128553567793415 -0.014313166352581742 0.02433813802918762 0.033820840434234674 -0.010200689144861552 0.0039890238683879409 0.0019875326141396026 0.037930582377656306 -0.038932772001381705 0.00019611798404620964 -0.023317115377652912 0.030532891619980719
leaf_weight=0.44946869854813698 1.2274894110365693 1.2438047518589872 0.13544940066640165 9.6577043828752416 0.33086427018861275 0.056172835196793613 0.1016960817463044 0.85465792419563402 0.32610991955630197 0.76385934709105541 0.55478626083527061 0.27832606568699603 0.46877415571361669 0.67696901240560692 0.21985582288471051 0.77626748352554287 0.26720579016546253 15.174226033853712 0.09591756366626214 1.2745273797772814 1.0365704440046091 0.68370799408194105 0.47285435171966128 1.7896267155936136 1.3620562907308333 1.1479583349250786 1.3470953523283244 0.91162970681732769 1.1423397759284046 1.1957155162235711
leaf_count=110 28 24 11 1463 10 45 18 34 40 24 24 15 36 17 28 27 19 613 6 25 18 28 45 40 16 28 22 32 35 19
internal_value=-9.33219e-07 -0.000734202 0.00219799 -0.000835543 0.019508 0.0650683 -0.00563592 0.000154407 0.0213204 -0.000624413 0.000198301 -0.000495553 0.000721395 0.0309165 -0.0482039 -0.000477352 -0.0756295 0.000357893 0.0244285 -0.000118817 0.000570006 -0.000406612 0.0158229 -0.00118642 0.000827612 0.0184261 -0.0111474 -0.0231402 -0.00169476 -0.000185896
internal_weight=46.0237 34.5143 11.5094 9.79315 1.71622 0.488733 0.157869 33.2705 1.18077 32.0897 31.3259 30.7711 30.0057 1.14574 0.765388 28.86 0.487062 28.0837 0.545386 27.5383 26.2638 25.2272 1.15656 24.0706 20.0223 2.51001 4.04835 2.25873 17.5123 16.3699
internal_count=2900 1325 1575 1474 101 73 63 1301 74 1227 1203 1179 1117 53 62 1064 47 1037 116 921 896 878 73 805 711 44 94 54 667 632
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 2 0 0 2 2 0 1 1 0 2 1 1 1 2 0 2 2 0 0 2 0 0 0 0
split_gain=0.00700506 0.024431 0.0178739 0.0184421 0.0116221 0.0100954 0.041462 0.010003 0.00756546 0.00662676 0.0531068 0.0682486 0.0297737 0.165887 0.136243 0.133897 0.123475 0.108704 0.0601684 0.0728961 0.0971385 0.0505081 0.068911 0.156078 0.0485308 0.0469583 0.0298386 0.0285405 0.0488785 0.0971772
threshold=34.542090938800008 33.96174662340001 33.384956903900012 0.38906020780000011 0.54384599265000022 0.51484985480000012 32.483642351600004 0.56793209785000009 0.56915960600000015 43.19689381845 43.082598263550004 0.50356276755000018 0.34632196640000007 0.34560342505000002 0.47997065955000012 43.968221017800005 0.35675578575000005 0.3447052483500001 0.36000419150000007 43.933728833200007 0.53592706805000012 48.461603274950008 44.157169339850007 0.39614083410000006 0.54191491270000014 44.086690780350004 0.51484985480000012 0.47727612945000003 0.5096104907000002 0.52646627350000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -6 -9 10 -2 -12 13 14 15 17 -14 -11 -18 20 26 22 -17 -24 -22 -21 -20 -27 -29 -30
right_child=9 -3 -4 4 7 -7 -8 8 -10 12 11 -13 16 -15 -16 21 18 -19 19 25 24 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-0.1006019443998491 -0.00020251504913653697 0.058588749168524801 -0.071638538772908697 0.10026672804344905 -0.10049450816514925 -0.051570681601618942 0.071109803768531751 0.092548304054597574 -0.10010658422340674 -0.0020818306641320343 -0.058900731022663466 0.013284112391033456 0.048019351676415203 -0.044567703902291346 0.049476317003655651 0.074104573094133305 -0.05047597961345851 -0.11013133665066595 0.032930202890417572 -0.073569501301377252 -0.039047130278043463 -0.0035064192956348024 0.082718029017828265 -0.031482433412680137 0.024537278184305213 -0.059315792625049407 0.081487778788377263 0.040254195310276859 -0.10607546297559976 -0.00071002392865492992
leaf_weight=0.02150531150861712 36.565328507511829 0.090193865794184092 0.032956613545229052 0.029250801331727416 0.0065281126931355784 0.042494089870160678 0.040629086144804871 0.0098036097479052842 0.002573380848239327 0.17727471267499062 0.34337801390011335 0.21174941308228767 0.66541781181877002 0.79594487218827215 0.59772604765930726 0.22023116208583848 0.21376170602161471 0.19612039205458132 0.25087856590653279 0.09811546520359149 0.22616383689455688 1.9204654733943369 0.1819024977908299 0.34984049786748983 0.25580871078057044 0.085481020330917423 0.25536440148425754 0.25825029621156392 0.092555877077570403 1.6127136993927882
leaf_count=51 1779 36 24 6 18 8 11 2 96 39 34 21 18 31 14 7 8 14 23 16 9 40 22 36 38 7 19 42 70 361
internal_value=3.07523e-06 0.0158882 -0.00484667 0.00956079 0.0607721 -0.0140096 0.0116787 -0.000335591 0.0524922 -9.3103e-05 -0.000668562 -0.0313663 0.00243366 -0.00320965 0.00582512 -0.00274115 0.0086744 -0.0588333 0.000857108 0.00435691 0.0268326 0.00509608 0.027066 0.00758409 -0.00529947 -0.00598756 0.0574241 -0.00275143 -0.000288928 -0.00642888
internal_weight=45.8504 0.275935 0.185741 0.152784 0.0481559 0.104628 0.0621344 0.0189051 0.012377 45.5745 37.1205 0.555127 8.45402 4.43951 3.64356 3.04583 4.01451 0.373395 3.34909 3.13533 0.988216 2.67244 0.751974 0.531743 0.481973 2.14712 0.506243 2.049 1.96352 1.70527
internal_count=2900 252 216 192 122 70 62 116 98 2648 1834 55 814 203 172 158 611 53 593 585 89 105 65 58 47 496 42 480 473 431
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 2 2 1 2 2 2 2 0 0 2 2 2 1 1 1 0 1 1 2 2 1 1 1 1
split_gain=0.00659749 0.229497 0.0335812 0.054761 0.0525973 0.135662 0.0343022 0.161308 0.087569 0.0787673 0.0953232 0.0980791 0.0743181 0.235858 0.0724763 0.0936564 0.126501 0.0493298 0.0399007 0.105186 0.0260365 0.198777 0.108033 0.0458052 0.311783 0.331847 0.0705721 0.0726884 0.0670717 0.0650643
threshold=0.34542378970000004 0.34545372890000009 0.48271009850000007 0.48181192180000004 0.3453339720000001 0.48015029490000011 41.395309858300003 41.169697216150006 0.3447651268000001 41.558544840500012 41.755948821900006 41.872669623500009 42.508878681700004 0.47470135625000004 0.47851860725000006 40.421032462050007 39.56957118270001 39.039757512550004 0.34494476210000008 0.3447052483500001 0.34569324270000007 0.48271009850000007 0.34560342505000002 0.3459626957000001 41.726652433350004 42.207998345450008 0.34632196640000007 0.3465914194000001 0.34744468730000005 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 14 -8 -11 -12 13 -13 15 16 17 -1 19 -14 21 22 -3 24 -22 -26 -25 -28 -29 -30
right_child=1 20 -4 -5 -6 -7 9 -9 -10 10 11 12 18 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 26 25 -27 27 28 29 -31
leaf_value=0.0040505548295142945 0.081421706757157375 -0.052055395447660607 -0.013598483879706006 0.029061213540442415 0.023430978365406103 -0.043600761481087394 0.036532347940428908 -0.04611153705829716 0.022358143982067289 -0.053916498399932102 0.059213467828721569 0.041007162718970279 -0.00035692782089972097 -0.10694593114729051 -0.051238466708022325 -0.050078743551998629 0.067914569984947368 -0.042588520042129221 -0.024081486739614105 0.04387635993459417 -0.02851884047775316 0.037625085624256913 0.0048060955022802207 -0.021658627348214707 0.07597897252255309 -0.0039541633875260591 0.035231613256158277 -0.02416472755815649 0.016732486305649712 -0.00094279251313560391
leaf_weight=1.2344613189082791 0.34931503325060731 0.90865911253890208 2.056222269900899 0.62429984286427576 0.79979171055212184 0.77025471963588721 0.70336844847952296 0.83855785756441026 1.3904173413802476 0.29960490787016159 0.30371065433973843 0.19966742265948756 2.6748927434501546 0.23404176843450841 0.348842520645121 0.34168970490509298 0.2868567258810798 0.27782090380787838 0.42244236751409214 0.67282757205975929 1.2122241645120113 0.59401407942641515 0.52845998479961054 1.5183378473789186 1.0204519592225554 1.0577347731289135 0.59019515267573552 1.1214918770274405 2.3245843751039237 20.008123886108137
leaf_count=111 9 43 36 11 33 21 16 18 44 16 9 34 168 25 12 15 10 7 32 21 19 10 24 37 9 34 14 22 70 1970
internal_value=3.27706e-06 0.000821248 -0.00176113 0.000198075 -0.00132908 -0.00312943 -8.19545e-05 -0.00633986 0.00225552 0.00527664 0.000703433 0.00433385 0.000369046 -0.0388325 -0.00897127 -0.00208394 0.00703115 -0.0045175 0.00487869 0.00853311 -9.03796e-05 -0.0110337 -0.0311462 0.000679983 0.0117855 0.0352954 -0.000749512 0.000570842 -0.000301352 0.000897006
internal_weight=45.7134 31.2336 14.4798 12.4235 11.7992 10.9995 10.2292 4.71865 3.88009 5.51056 4.80719 4.50758 4.20387 0.433709 2.48967 2.14083 1.79914 1.51228 3.77016 3.34772 30.8843 2.03113 1.43712 28.8531 3.29041 2.07819 25.5627 24.0444 23.4542 22.3327
internal_count=2900 2261 639 603 592 559 538 217 199 321 305 289 280 59 155 143 128 118 221 189 2252 77 67 2175 62 43 2113 2076 2062 2040
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 0 0 1 0 2 0 2 2 2 2 0 1 2 1 0 2 0 0 0 1 0 0 0 1
split_gain=0.00688429 0.0714757 0.0486219 0.0206893 0.0574705 0.018604 0.0818906 0.0650051 0.0475318 0.0702384 0.0675289 0.0602474 0.128782 0.0429525 0.0466802 0.0376186 0.0400871 0.0342337 0.0294335 0.027542 0.0246718 0.0615578 0.0169195 0.023292 0.0166528 0.0550111 0.0158476 0.124547 0.0981746 0.09565
threshold=39.420767558750008 39.268993001500007 39.56957118270001 0.45612406815000006 0.31810424840000007 0.54279811980000015 0.54384599265000022 0.54585192060000021 0.39024280710000009 0.50300889195000009 38.771633980050005 0.53978922790000017 38.318569170500005 37.272044000450002 37.064694648750013 39.134693790050008 0.56915960600000015 0.39745815990000005 38.592454371550012 0.49091344570000006 0.52029879345000019 37.272044000450002 0.47778509625000004 0.49850303880000008 0.55892039160000018 0.42274183410000005 0.54279811980000015 0.53905571685000009 0.54384599265000022 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 18 11 12 13 14 17 16 24 -10 22 -18 21 -11 -5 -24 25 -9 27 -4 -28 -30
right_child=2 -3 26 5 -6 6 7 15 10 20 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.0140103810795264 -0.018717937335014322 0.032712918892156821 0.00025861997869131562 -0.0026214949110491275 -0.08551838583111418 -0.095675448584860601 0.061483364963333668 0.036221619385250148 -0.058507616315898209 -0.059344758976517545 0.033485850781880162 0.049532191461770868 -0.10806005209438174 -0.021797754221950259 0.10039919310191332 -0.073322530343670131 -0.10106846504932775 0.056849151390000109 -0.013131091111746512 0.034350544931660551 -0.0068322873112059953 -0.005324274706983434 0.028901392889850754 0.007024505142271948 0.012931593077695997 -0.068452438452220571 0.046786320839389557 -0.041872910497799072 -0.073494489388718456 0.0034286523211101497
leaf_weight=0.13325197222114049 1.4237506582358594 0.7197333021322273 29.112698624130498 0.7522492159001074 0.10275315503492599 0.10432621382642548 0.13673796239856983 0.091333952662396745 0.052706057400669581 0.40154998691286869 1.0198622472234999 0.15117787698181928 0.13191850956013695 0.25365848578000794 0.077887679864943493 0.091630071225381471 0.065747219090640463 0.050255290433938171 0.66170072863951634 0.01946538462934716 0.8483716307382565 0.44439390825573355 0.75689271645399037 1.3631674654316155 0.47289639810421846 0.11150315654213472 0.51233211808721613 0.71897269732903524 0.16760207022525708 4.5504108554806688
leaf_count=32 36 24 1260 36 74 6 13 20 29 24 15 13 16 28 4 14 128 22 27 133 28 18 36 26 54 32 16 35 76 625
internal_value=9.22106e-06 0.00248376 -0.000602206 -0.000139 -0.029323 0.000715597 -0.0114099 -0.00252383 0.00261932 -0.00214262 0.0169488 -0.00655377 -0.021523 0.00475007 0.041986 -0.0127894 -0.00550028 -0.00220214 0.00588282 -0.0701343 -0.0188821 -0.0309665 0.0102631 0.0148349 0.00265031 -0.0213196 0.000133413 -0.000756791 0.00521076 0.000696045
internal_weight=45.5009 9.01517 36.4858 8.29544 0.236005 8.05943 1.09364 0.989314 6.96579 5.22833 1.73747 0.717604 0.566426 0.434508 0.180849 0.852576 0.760946 0.102961 3.53401 0.0852126 1.69432 0.845944 2.87231 2.12006 0.675734 0.202837 35.062 29.8317 5.23035 4.71801
internal_count=2900 852 2048 828 106 722 400 394 322 195 127 112 99 83 55 381 367 51 125 261 70 42 98 62 106 52 2012 1295 717 701
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 1 0 2 0 1 2 2 2 2 1 2 0 2 0 1 2 2 1 1 0 2 2 0 1
split_gain=0.00669369 0.0622838 0.0175104 0.017211 0.0266549 0.0202263 0.0168798 0.013115 0.0532862 0.0216594 0.010978 0.0344722 0.0499869 0.0623369 0.028965 0.01953 0.0556023 0.0499138 0.0314267 0.0209892 0.0529482 0.0889283 0.11972 0.0389694 0.0425846 0.0282133 0.080701 0.179515 0.0484792 0.0227793
threshold=0.6018382683000002 0.45772581660000006 0.62143349005000015 0.49994012155000006 0.50064369330000014 0.61532588845000014 0.47777012665000013 0.58736265385000019 47.480720532750006 0.59336546810000013 0.45393850480000009 39.091773401050006 42.674081447500008 49.842240509300005 41.558544840500012 0.44286099220000008 41.986601436450009 0.56369569775000017 42.718072821900002 0.55041765215000005 0.43967246490000006 39.995120105550008 41.43512228960001 0.43590012275000006 0.40105086675000007 0.54317236010000014 40.036761086100007 41.028010303750008 0.54585192060000021 0.41865513010000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -5 -3 -4 10 9 -9 15 -12 14 -14 -13 19 17 -17 -18 25 21 -21 -23 24 -24 29 -27 -28 -29 -1
right_child=1 2 6 4 -6 -7 -8 8 -10 -11 11 12 13 -15 -16 16 18 -19 -20 20 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=4.0600413444061936e-05 -0.10369648460165033 0.0038308663967778333 -0.1017336012721434 0.10006972361954587 -0.1007644446156427 0.084750964082758284 -0.0060345451618177151 -0.042402435576600762 0.07691870535971837 0.014102229367437824 -0.063604777621425981 -0.013807588190067664 -0.10250496930026672 0.0066549505080961587 0.033087990786130013 -0.023302294176373476 0.083013603359158722 0.024136127256483949 0.018154424816417502 -0.08703092753053171 -0.071510548933975612 0.040070739949823922 0.011878756757986953 -0.011502427802505757 -0.10238850525779097 0.04100693846722004 -0.062098010881326431 0.049103301807119158 -0.0021235733872859148 -0.017263970561817069
leaf_weight=38.434937031658912 0.064007910654375055 0.059696249950036417 0.019544938217303964 0.0096188055249513127 0.021115983179134545 0.064010128515889164 0.32341439766470403 0.098182137868752517 0.1117705151474695 0.21950717627389404 0.10962953781853002 0.23336963750745099 0.09915759261937751 0.11073769631730102 0.30233818676343205 0.44611744556459487 0.14745489251799881 0.44110810121627608 0.1514225128987583 0.12179436970345747 0.1359579348525769 0.49140808700769845 0.046212221409859922 0.48848786166126956 0.11083955141834423 0.63802353956957247 0.35580911984789032 0.38219522037616116 0.35758171517727533 0.77606929777743872
leaf_count=1653 23 40 19 2 63 12 313 34 16 49 68 36 19 24 16 24 9 27 32 84 19 19 28 27 40 38 15 20 23 108
internal_value=5.54311e-06 -0.010846 0.0011025 0.0290623 -0.0379111 0.0457018 -0.0114883 0.000141497 0.0175328 -0.00336058 -2.67935e-05 -0.0112468 -0.0035484 -0.0449138 0.0126589 0.00019367 0.0128495 0.000282996 0.0501535 -0.000160874 -0.0122247 -0.00582116 0.00287835 -0.0254338 -0.0687656 0.000250057 0.0127342 -0.00373074 0.0243421 -0.000301894
internal_weight=45.3715 0.561408 0.497401 0.154441 0.0307348 0.123706 0.342959 44.8101 0.42946 0.317689 44.3807 0.855233 0.745603 0.209895 0.535708 43.5254 1.1861 0.887226 0.298877 42.3393 1.3947 1.25874 1.13695 0.64554 0.157052 40.9446 1.73361 1.09559 0.739777 39.211
internal_count=2900 472 449 117 65 52 332 2428 99 83 2329 163 95 43 52 2166 92 51 41 2074 217 198 114 95 68 1857 96 58 43 1761
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 2 2 2 1 1 0 2 1 1 1 2 0 0 2 2 0 2 1 0 0 1 1 0
split_gain=0.007808 0.0204297 0.0177287 0.0173532 0.0100866 0.0103083 0.00832543 0.0358402 0.0067374 0.0482257 0.0251629 0.136419 0.128238 0.115283 0.103364 0.100472 0.0504115 0.0636292 0.0778228 0.0397304 0.0396276 0.0609202 0.137874 0.0395047 0.0269373 0.0639064 0.0509129 0.0769397 0.0927087 0.0802728
threshold=34.542090938800008 33.96174662340001 33.384956903900012 0.38906020780000011 0.54384599265000022 0.56793209785000009 0.51484985480000012 32.483642351600004 43.19689381845 43.082598263550004 0.34632196640000007 0.34560342505000002 0.47997065955000012 43.968221017800005 0.3447052483500001 0.35675578575000005 0.36000419150000007 43.933728833200007 0.53592706805000012 0.54191491270000014 48.461603274950008 44.157169339850007 0.39614083410000006 44.086690780350004 0.36195024100000012 0.47727612945000003 0.47739588635000008 0.37482410710000008 0.37852160115000005 0.52646627350000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 9 -2 11 12 13 14 -10 -12 -17 18 -18 -20 21 -15 -23 -19 -25 -26 -27 -28 -29 -30
right_child=8 -3 -4 4 5 -7 -8 -9 10 -11 15 -13 -14 20 -16 16 17 23 19 -21 -22 22 -24 24 25 26 27 28 29 -31
leaf_value=-0.10052553743513196 -0.00023339673770198427 0.056952369345701005 -0.069039503898141147 0.10021745591975528 -0.10050845999635588 0.0595739849140011 -0.045799423750682411 0.067501699769867085 -0.0018676202756862761 -0.030123975535180619 0.04424983445172842 -0.040408000753191731 0.048044585528431889 0.070278922031313057 -0.10933780792519768 -0.046240818084443552 0.053666017347507228 -0.069027073815828718 -0.033868439727928114 0.024470207320498403 -0.0031478425992835508 0.079078656183575999 -0.030666554448478479 0.057840654444914978 -0.10528895706735437 0.10167480171734251 -0.10483790676335639 0.096978840881510098 -0.10581561388926641 -0.00043815504508685186
leaf_weight=0.01874539209222631 36.148189940105951 0.086636266482378765 0.032502256368093174 0.028419808232683863 0.0061511167965953009 0.011624101578819546 0.040520169783121673 0.039325712176111471 0.17729792010715328 0.54795329699915285 0.64867808386043213 0.78808970406976175 0.59258598487986081 0.2061655904981311 0.18070997099812303 0.20992417971137944 0.48933199624843871 0.093042322458132154 0.22332981019280851 0.24458518710923727 1.9217143497476312 0.17179624647494052 0.34308986074779568 0.071643497270997947 0.061048518633469828 0.046795185655355342 0.072600659781073662 0.093724059832311357 0.075746346208587556 1.5838066648006668
leaf_count=51 1779 36 24 6 18 98 8 11 39 55 18 31 14 7 14 8 42 16 9 38 40 22 36 6 4 1 23 12 74 360
internal_value=2.7032e-06 0.0171525 -0.00229661 0.0126861 0.0632626 0.00417743 -0.0110115 0.0132624 -9.78987e-05 -0.000679728 0.00247583 -0.00272975 0.00553378 -0.00286116 -0.0561148 0.00830273 0.00116216 0.00441876 0.0257841 -0.00337408 0.00435297 0.0243438 0.00595089 -0.00532762 -0.00237218 -0.00460304 -0.00132071 -0.00396037 0.000216824 -0.00524786
internal_weight=45.2558 0.263925 0.177289 0.144786 0.046195 0.0177752 0.0985913 0.0580711 44.9918 36.6961 8.29571 4.38145 3.59336 3.00077 0.358008 3.91426 3.26558 3.05565 0.957247 0.467915 2.64277 0.721052 0.514886 2.09841 2.00536 1.93372 1.87267 1.82588 1.75328 1.65955
internal_count=2900 252 216 192 122 116 70 62 2648 1834 814 203 172 158 53 611 593 585 89 47 105 65 58 496 480 474 470 469 446 434
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 1 2 0 1 1 2 1 1 1 2 1 1 2 1 0 0 0 0 1 1 2 2 2 1
split_gain=0.00669659 0.247217 0.065559 0.0510826 0.051218 0.301511 0.234365 0.101494 0.119061 0.131464 0.282419 0.0722923 0.225369 0.25281 0.528378 0.177878 0.181451 0.147326 0.126562 0.0707346 0.113177 0.150604 0.0972769 0.205625 0.294683 0.0563465 0.0536665 0.0878178 0.0823869 0.23947
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.468518788800004 0.48140774230000011 41.558544840500012 0.34548366815000003 41.726652433350004 0.48077901860000011 0.34587287805000005 0.35759408400000009 41.872669623500009 0.34566330350000002 0.34581299960000006 0.3459626957000001 41.621607100200002 0.34744468730000005 0.34632196640000007 41.811877919650009 0.3465914194000001 0.4901499955000001 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.34829795515000012 0.34569324270000007 42.102795028150005 41.986601436450009 42.406961525800007 0.39513787010000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -7 9 25 -11 15 -13 -14 -15 -8 -17 -16 -18 -19 -21 -22 -23 -24 -25 -9 27 -26 29 -28
right_child=1 2 3 4 6 7 11 8 -10 10 -12 12 13 14 17 16 18 19 -20 20 21 22 23 24 26 -27 28 -29 -30 -31
leaf_value=0.001227899941595414 -0.085285714871297408 0.025628549139866209 -0.037813334249432388 0.092474444542337761 -0.043478406847243627 -0.05118591542719908 0.017869916836249149 0.00094767441936944089 0.030423607800168728 -0.090230724161271592 0.020936477699581599 0.10419554558826512 -0.069610682236108806 0.10451940054680933 -0.10469238995118063 -0.11962542115211075 -0.071347860483326336 0.046169060497132944 0.041961471077031735 -0.047561812523770557 0.074131001490466794 -0.042889079997594948 0.074267218750909955 -0.12158043586636696 -0.016687123861069665 0.037804460495024755 -0.13337617324392426 0.067431606395400065 0.0027413732931547562 0.01685135257651137
leaf_weight=22.432650709190348 0.34441324313505717 0.96170657813115923 0.37162020265657503 0.37946523296705237 1.3807600308828103 0.35190684356075408 0.5915301834660045 5.6877078714960856 1.3857196816454687 0.4771100697209788 0.43862172928243126 0.21674267947673698 0.47993459715507825 0.50188096612691779 0.1353683853521942 0.27562871994450688 0.19433266353881251 0.32546725124120701 0.20005596772838885 0.49708547023305971 0.27662985771894444 0.51574854119685287 0.37327313516288985 0.19998262915760268 0.2109737334166083 0.44742346883936068 0.17500443560129486 0.30142109062035161 4.7214851060234455 0.26953326591090843
leaf_count=1360 11 22 11 10 27 20 37 356 21 35 41 2 10 5 8 5 34 3 8 20 4 17 4 4 26 19 15 23 706 36
internal_value=2.72106e-06 -0.00120864 8.73275e-05 -0.00106143 -0.000411393 0.00520014 -0.00475548 0.00143185 0.00362665 -0.00163981 -0.0369833 0.000355082 0.00343318 0.00100219 0.00498739 -0.0220936 -0.0573758 -0.00125522 -0.013871 0.000524721 -0.00144524 0.00180912 -0.00114716 0.00229645 -0.00227363 0.00363557 0.00192812 0.0327965 -0.00113357 -0.0422898
internal_weight=45.1212 22.6885 22.3441 21.3824 21.0108 9.16795 11.8428 8.78849 8.43658 7.05086 0.915732 10.4621 9.20053 8.98379 8.50385 1.26155 0.670017 8.00197 0.394389 7.8666 7.54114 7.04405 6.76742 6.25167 5.8784 6.13513 5.67842 0.512395 5.16602 0.444538
internal_count=2900 1540 1529 1507 1496 502 994 492 472 451 76 967 883 881 871 84 47 866 42 858 855 835 831 814 810 375 806 49 757 51
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 0 2 0 0 1 0 1 0 0 1 2 2 1 2 0 1 0 1 1 0 2 1 2
split_gain=0.0062299 0.0392023 0.135956 0.0330492 0.0790456 0.0288826 0.0288582 0.043636 0.0246774 0.172692 0.0474641 0.0203011 0.0465871 0.0720444 0.0252972 0.0583258 0.0972256 0.0191206 0.0252406 0.102035 0.0262961 0.107005 0.132667 0.105604 0.0525316 0.0327684 0.272153 0.123418 0.111186 0.0184717
threshold=43.740100730350001 44.015822920550008 0.34566330350000002 44.086690780350004 44.157169339850007 43.542456167850005 43.368902217050007 0.49588335680000006 44.758188263300006 0.47760546090000006 0.47976108500000009 0.32600820335000008 0.41254752850000004 0.32144247180000002 0.46928235680000008 0.45462710695000008 0.34307356065000005 45.154229826150008 47.001379125850008 0.41640968835000008 48.461603274950008 0.39614083410000006 0.36501901140000009 0.39614083410000006 0.37668033890000002 0.31123319660000009 0.39672464895000009 48.988717865950008 0.36106703390000006 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 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 6 11 -8 9 -6 -11 12 -1 -14 15 -13 -17 -10 19 -19 21 -20 -23 -22 -24 -25 -27 -28 -29 -16
right_child=1 3 -4 4 8 -7 7 -9 17 10 -12 14 13 -15 29 16 -18 18 20 -21 23 22 24 25 -26 26 27 28 -30 -31
leaf_value=0.07700370579149407 0.059584680480956567 -0.034505655674099654 -0.00896324048726738 0.059706826803339344 -0.10919708385317745 -0.021941749660828434 -0.0031915189849596212 0.056023338529149161 0.023692356711377087 0.047021845341857743 -0.019930800948024116 -0.097245998327161479 -0.024288066749426324 0.044008658514772481 0.00013669150855320815 -0.045310708852670689 0.060764801242222867 -0.10332176127995724 0.10463313725637086 0.0027672236460717604 -0.080513017757657471 -0.10727033008141902 0.091008159674298927 0.01511195081741671 0.0043345453167826075 -0.12008463590157988 0.038700935218166456 -0.11116872308882036 -0.00033192783876531315 -0.0087838590810884552
leaf_weight=0.10699961473581154 0.49145256618606825 0.27641344444418781 0.70355631055463164 0.21935281044807187 0.16072738627667593 0.61674402450917298 0.27413202832222694 0.22791054612810058 0.3412257854334938 0.20554754137992859 0.21837649455393837 0.088066391240746777 0.35276533840783486 0.27475165697978809 33.617809749159399 0.23787637086547875 0.13569934974135478 0.11782102378970227 0.12223655730485949 0.39325060630972075 0.16095631144708056 0.093076747485611122 0.093683245067950338 1.1873347319415191 0.27576438920414148 0.18555740267038334 0.65812845024629474 0.12022125999924071 0.3661833698994581 2.4934249598126348
leaf_count=79 26 11 40 11 28 44 23 21 33 3 46 91 37 13 1676 33 25 73 1 37 9 10 7 16 70 3 34 9 215 176
internal_value=5.11787e-06 0.00289615 0.0192274 -0.000859916 0.00103057 -0.000475705 -0.000125553 0.02369 -0.00170785 -0.0209324 0.0125324 -0.000446038 0.0160144 0.00561493 -0.000776623 -0.0240375 -0.00677936 0.00102325 -0.00102626 -0.0216902 0.00221012 0.0214222 -0.000568879 -0.00198438 0.0263129 0.00303649 -0.00774293 0.0104705 -0.0277267 -0.000479259
internal_weight=44.817 6.39087 1.19501 5.19586 4.91944 38.4262 37.8094 0.502043 4.70009 0.584651 0.423924 37.3074 0.734517 0.627517 36.5729 0.461642 0.373576 4.11544 3.77421 0.511072 3.26314 0.584761 0.462524 2.67838 0.369448 2.51743 1.33009 1.14453 0.486405 36.1112
internal_count=2900 682 66 616 605 2218 2174 44 594 77 49 2130 129 50 2001 149 58 517 484 110 374 88 87 286 77 277 261 258 224 1852
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 1 0 2 1 0 1 0 2 1 0 2 2 0 2 0 1 0 1 2 2 1 0 2 2
split_gain=0.00747376 0.0172314 0.0155411 0.0147175 0.00944234 0.0091453 0.00771289 0.00763636 0.0149257 0.0276965 0.00667 0.0559478 0.0149017 0.0108187 0.0341039 0.0272703 0.0145502 0.0224909 0.010774 0.0447832 0.016462 0.0258853 0.0116373 0.0378338 0.0116814 0.100212 0.0649325 0.269267 0.0974892 0.105454
threshold=34.542090938800008 33.96174662340001 33.384956903900012 0.38906020780000011 0.54384599265000022 0.4355408521000001 0.43625939340000008 0.51484985480000012 33.151194885250007 0.31100865245000009 0.6018382683000002 0.45772581660000006 0.62143349005000015 46.177190236600005 0.5024400467000002 0.66294422320000013 45.027406014450008 40.79983011445001 0.58736265385000019 47.480720532750006 0.6003263375500002 0.47434208560000007 0.57995269605000022 0.46128858420000007 48.852845034800005 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 49.842240509300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 8 9 -1 18 -12 -13 15 -15 16 17 -14 22 20 21 -20 24 -24 -2 -26 -27 -28 -29 -30
right_child=10 -3 -4 4 5 6 -8 -9 -10 -11 11 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=0.10036615112594992 -0.00029433064767533262 0.054086182420802098 -0.0650492123913885 0.10013366347296411 -0.10044610262190512 0.10012511660902704 -0.10011195232855277 -0.042154000721667167 0.074796835634358474 -0.10048929330610035 -0.10338910161618281 0.026769165422164017 0.0351956485896186 -0.10140279409681274 -0.0037813391173603991 -0.10215584359179707 0.059766845224418247 -0.10039774673031493 -0.038298043705800366 0.072763831720384198 0.033693828184280024 0.03601667213750482 0.0070443571162947388 -0.058986752238267381 0.066204633058435089 0.017043488240253382 -0.11336658185034937 0.068800025987970553 -0.10904646447643927 0.038815591238381339
leaf_weight=0.010498998686678085 41.379789828270049 0.08420661919342276 0.031185392060866679 0.025700725356273324 0.0056121101585400171 0.0087241333148995182 0.0024678076549608527 0.039792065737856319 0.023816337692551315 0.019836055305495925 0.058611440185580066 0.14591331022375975 0.036548634139844438 0.046412111782956345 0.15630458102259581 0.018706110035072721 0.064809256698936224 0.018387139408147846 0.1630151303250561 0.10439526137969324 0.089304233427355939 0.065786065568218532 0.23084733980049765 0.13903390153575312 0.25308939628302951 0.79202506263391093 0.22646906851241511 0.2155719599686563 0.088951924918028169 0.10537034453154348
leaf_count=1 1963 36 24 6 16 2 98 8 4 57 19 110 41 15 88 72 4 47 32 16 10 37 25 31 5 13 9 7 23 81
internal_value=1.28287e-06 0.0171795 -0.00135963 0.0131967 0.0620222 0.00373322 0.0559731 -0.00889445 0.0155457 -0.030973 -9.61549e-05 -0.0110838 2.35094e-05 -0.0114153 -0.0261318 0.0101323 0.0276736 -0.0101878 4.05695e-05 0.0159324 -0.00271848 -0.0169307 -0.000114027 -0.0177759 3.76829e-05 0.00820826 -0.00206784 -0.025854 0.0224972 -0.028869
internal_weight=44.6512 0.25184 0.167634 0.136448 0.0425048 0.0168041 0.0111919 0.0939435 0.0541514 0.0303351 44.3993 0.545693 0.487081 0.341168 0.202717 0.138451 0.119745 0.0549358 43.8536 0.422501 0.318105 0.228801 43.4311 0.369881 43.0613 1.68148 1.42839 0.636363 0.409894 0.194322
internal_count=2900 252 216 192 122 116 100 70 62 58 2648 396 377 267 103 164 92 88 2252 95 79 69 2157 56 2101 138 133 120 111 104
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 0 0 2 1 1 0 1 1 0 0 1 1 0 2 1 0 1 0 0 0 1 1 0 2 1
split_gain=0.00672022 0.0574251 0.0135586 0.0205738 0.0566066 0.0312705 0.0287398 0.0288793 0.0221644 0.0110879 0.0286137 0.0147375 0.038685 0.014211 0.0126367 0.007482 0.0642811 0.0484562 0.124698 0.0703598 0.0731791 0.17858 0.0982853 0.0893532 0.0784804 0.0700341 0.0632263 0.0436634 0.173756 0.093311
threshold=0.46613873835000008 0.47106374065000006 52.932444045400004 0.48627286610000009 44.710446918150005 0.61532588845000014 0.58736265385000019 41.902916368500009 0.59210802070000013 0.57987784795000008 0.67036915065000013 0.50663153795000015 0.52041855035000018 0.65954612140000013 0.62406814170000013 0.39024280710000009 0.38906020780000011 0.51929582950000019 42.686561923500008 0.38042274180000007 0.51484985480000012 0.37138109635000011 0.50300889195000009 0.50579323975000012 0.50482021495000018 0.37668033890000002 0.36543816055000006 0.52428071015000011 39.468990633150007 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 4 6 -5 -3 -8 9 10 11 13 -13 14 -7 16 17 19 -19 20 21 22 26 -24 -23 -26 -1 28 -17 -30
right_child=1 2 -4 5 -6 8 7 -9 -10 -11 -12 12 -14 -15 -16 27 -18 18 -20 -21 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00049267298763508406 -0.10358696239700692 -0.10091316207288444 -0.05834914969044605 -0.1011028194486488 0.074488635644120477 0.035855311606286189 0.053653952514429115 -0.052888257976664778 -0.10273204839655613 0.048268567023174787 -0.10136963162907782 -0.10273313409827783 0.057137232652286242 0.05849298590986507 -0.036194066244285242 -0.0037412919620199931 -0.022963364983959192 0.040291641403145534 -0.035210781568452136 -0.030759943127602409 0.036700403727673588 -0.0065559817235269647 0.064753259361734303 0.0067029377244526818 -0.10822268519086134 -0.028693977404313387 -0.028640231488898535 -0.00042230196075470142 0.093670428634115788 0.0038905237077363126
leaf_weight=27.149072357160616 0.059614449658607072 0.033095657086080033 0.038839275247710248 0.036138024674350788 0.11943921047759432 0.047067931266610685 0.057126290412817582 0.045870102330809459 0.020836184132595581 0.047473992403411103 0.027162983057221146 0.035386126896765679 0.02644902159266449 0.066707346770272125 0.050418667797208716 1.2331236956770997 1.2350860756487225 0.83814453084960294 0.2959974302111732 0.74780436989385535 0.54212395833837845 0.26789151648699672 0.44483668915927299 0.65644561331464502 0.26343321736749203 0.19102098434814252 0.76597264416341104 8.6839537757301049 0.35909066466929562 0.17083988034000797
leaf_count=1037 33 39 20 114 15 14 32 14 78 10 76 37 65 4 34 37 24 34 40 24 24 15 36 17 36 11 27 864 22 67
internal_value=-1.46167e-06 -0.0096413 -0.00105169 0.00257762 0.0242481 -0.0129057 -0.0198448 0.0062047 -0.00299207 0.00391992 -0.00439554 0.0072583 -0.0343511 0.0229283 -0.00140759 0.000154998 -0.000575613 0.000284102 0.0205864 -0.000457978 0.000290349 -0.000373392 0.000849271 0.030151 -0.0494872 -0.0747943 -0.000306717 0.00249068 0.0168386 0.064727
internal_weight=44.5565 0.711625 0.652011 0.613172 0.255531 0.35764 0.136092 0.102996 0.321502 0.300666 0.253192 0.226029 0.0618351 0.164194 0.0974866 43.8448 33.3978 32.1627 1.13414 31.0286 30.2808 29.7387 29.0163 1.10128 0.722346 0.454454 27.915 10.447 1.76305 0.529931
internal_count=2900 585 552 532 100 432 85 46 318 240 230 154 102 52 48 2315 1325 1301 74 1227 1203 1179 1117 53 62 47 1064 990 126 89
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 2 0 1 2 2 1 2 0 1 1 0 0 0 1 0 0 2 1 1 1 1 2 1
split_gain=0.00677985 0.0630638 0.0487958 0.0180127 0.0640849 0.0200426 0.0828737 0.0390661 0.0326406 0.0380225 0.0306261 0.175177 0.0985546 0.0533498 0.0340897 0.0490795 0.036644 0.0699995 0.04828 0.0933695 0.069914 0.0482234 0.0329499 0.0240094 0.0334131 0.0922765 0.0291552 0.0186325 0.0214349 0.0164489
threshold=39.420767558750008 39.268993001500007 39.530201452500002 0.33263974130000007 0.31810424840000007 0.3459626957000001 0.48759019190000008 39.134693790050008 0.47612346935000005 0.34307356065000005 38.703421923500009 38.592454371550012 0.36000419150000007 38.994321257850011 0.50449088350000015 0.36927038110000004 0.37482410710000008 0.51929582950000019 0.52266399210000014 0.52772372085000019 0.39051226010000012 0.56369569775000017 0.50041914915000019 38.238138001450004 0.39772761295000009 0.44751654140000008 0.40621538280000008 0.49091344570000006 33.151194885250007 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 3 -2 4 -1 8 -7 10 9 -5 11 12 -8 -12 22 -16 -17 -18 -19 20 -20 23 -14 24 -21 26 -26 28 -23 -4
right_child=2 -3 29 5 -6 6 7 -9 -10 -11 13 -13 14 -15 15 16 17 18 19 21 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.013255444232680975 -0.025155927647713829 0.030996752690371748 -0.00248888070806568 0.022044648662091645 -0.10233683764454292 -0.066982619191637546 0.08049149085396598 -0.028689291360742067 0.033719458018647494 -0.021092540787723199 0.034232433497816919 -0.10891356926136403 -0.00611818698357533 -0.00047264944606608875 -0.062770378144802352 0.038564075689720811 -0.065233245707999599 0.037637505020041866 -0.1081887087981926 0.02282752413001669 -0.01237748915279252 0.052597768279646129 0.020863425364710447 0.032606480020530335 -0.014014850670714174 0.074315576205312775 -0.093836507403402505 0.030151070887934159 -0.1013654748351222 0.0018877891924000394
leaf_weight=0.13063178156266353 0.79231672373270967 0.71282115732901807 15.462265389245365 0.40523369366201178 0.07578807425869627 0.18758949266632097 0.15272897438262623 0.42988524317399868 0.4546233497094363 0.41215450020152944 0.73121767205446975 0.14844649153314993 0.83164432131525268 1.1235294869252639 0.16345976386219296 0.17049843159838918 0.20278759052825979 0.24844387125540368 0.14788069031783369 0.27775917389953964 0.15703719892482582 0.010358636138358412 0.99304741201922297 0.34402080083964393 0.075528737425884174 0.066536157710288535 0.11609365554561224 0.018180935722151292 0.07116860679923831 19.312702496687606
leaf_count=32 24 24 600 23 37 43 9 21 17 26 35 10 29 28 5 11 23 19 9 26 33 46 17 19 18 9 63 122 98 1424
internal_value=-7.97062e-07 0.00247446 -0.000617334 -2.13185e-05 -0.0291848 0.000736873 -0.00145757 0.000439242 0.0122401 0.000293433 0.00250886 -0.00222156 0.0016918 0.0132095 -0.0013985 -0.0101831 -0.00567392 -0.0100192 -0.00271543 -0.01052 -0.0588445 0.00452118 0.00856595 0.0119897 -0.00124482 -0.0271448 -0.0623745 -0.0613894 -0.0818033 -5.82437e-05
internal_weight=44.4264 8.8591 35.5673 8.14627 0.20642 7.93985 6.66784 6.48025 1.27201 0.817388 6.05037 4.19562 4.04717 1.85475 3.89445 2.06975 1.90629 1.7358 1.53301 1.28456 0.304918 0.979647 1.82469 0.879939 0.535918 0.258159 0.191622 0.0997082 0.0815272 34.775
internal_count=2900 852 2048 828 69 759 693 650 66 49 629 566 556 63 547 501 496 485 462 443 42 401 46 135 116 90 81 266 144 2024
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 1 0 0 0 1 0 2 1 0 1 2 1 0 0 0 0 2 1 2 0 1 0 0 2 2
split_gain=0.00734099 0.0173376 0.0727247 0.0529488 0.0405223 0.0711008 0.0152584 0.0191331 0.0142904 0.012829 0.0118234 0.0115467 0.0862301 0.0783119 0.0652165 0.023196 0.00802008 0.105144 0.193208 0.134711 0.0904403 0.275553 0.0605714 0.371944 0.0504812 0.0418343 0.0615143 0.0561947 0.0948303 0.0519264
threshold=35.461062230100005 0.49850303880000008 0.36597706655000006 0.51243974730000008 35.337501601400007 0.34392682850000006 0.51484985480000012 0.51700547890000015 0.52029879345000019 0.33672644530000007 0.42646926740000007 36.372781240150012 0.36543816055000006 0.50482021495000018 0.38991347565000006 36.625813070500008 0.35585760905000008 0.50041914915000019 0.49850303880000008 0.5025747732000001 0.47976108500000009 38.771633980050005 0.34744468730000005 42.564639561200003 0.47305469895000007 0.34692075085000007 0.48607826115000008 0.48271009850000007 41.093509583400007 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 9 -5 -8 -9 10 -1 12 -2 -14 -15 -13 22 18 20 -19 24 -22 25 -24 -18 26 27 29 -29 -17
right_child=11 2 3 6 -6 -7 7 8 -10 -11 -12 15 13 14 -16 16 17 19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.05589059141578874 0.023891323776650944 0.093395364547650836 -0.087650591984466661 0.10039571422807853 0.055728782807029489 -0.08376294754847767 -0.10152274990429795 0.1004178623882771 0.0077232810831473365 0.083372056849320975 -0.046156903225932987 0.030876770039910625 -0.11106559301519899 0.1002997211625179 -0.10065404610899623 -0.0086291013563743225 -0.0088861778512396208 0.055859436510435734 -0.093582873767283456 -0.00081428939046081044 0.036775112020863018 -0.081717492447798842 0.04530357210339557 -0.041882926117829386 0.052341906444406651 -0.026978629306975872 0.015682970292622968 0.0068359360069532834 -0.03011629577017539 0.0039279287669614351
leaf_weight=0.022180526463870198 0.24019824496463527 0.10838884429540485 0.059154264850803884 0.022277743555605412 0.073044528799073305 0.11122351080686271 0.013575559378750768 0.020179134793579578 0.094607255625762887 0.036326688777990057 0.023259886627783999 0.24208892756300926 0.12914076284505427 0.041265521431341767 0.026534175607318966 4.5015162659326586 0.25873790708234412 0.43053843307768858 0.33485599066005978 16.228346901606912 0.34811749082291499 0.44988358940045714 1.4946705513286738 0.72744489770603582 0.28079080628231168 0.58318132790736754 2.2861198899936417 1.1957684131339186 1.6566601219819856 12.268217894343636
leaf_count=35 20 10 10 2 5 38 4 2 191 9 6 24 5 6 53 150 47 15 13 1490 12 48 40 22 10 11 39 17 34 532
internal_value=-5.22453e-06 0.0111302 0.0268823 -0.00748125 -0.00770957 -0.0317202 0.0240002 0.0107415 0.0240187 0.0390708 0.00365486 -0.000154011 -0.016325 -0.0653748 0.0216542 9.29438e-06 -0.000164308 -0.0017492 -0.0256521 0.000650407 -0.00864531 -0.0300266 0.00101129 0.0167617 0.0229792 -0.000544825 0.000158822 -0.00164985 -0.0146255 0.000557233
internal_weight=44.3083 0.584218 0.318183 0.209794 0.266035 0.192991 0.15064 0.128362 0.114786 0.0817671 0.0454404 43.7241 0.437139 0.19694 0.0677997 43.2869 43.0449 18.3313 1.67239 16.6589 1.33753 0.798001 24.7136 2.22212 0.539529 22.4915 21.9083 19.6222 2.85243 16.7697
internal_count=2900 312 219 209 93 88 199 197 193 50 41 2588 84 64 59 2504 2480 1635 130 1505 117 60 845 62 57 783 772 733 51 682
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 2 1 1 1 2 1 1 1 1 0 1 1 1 0 1 0 0 1 2 1 2 0 0 1
split_gain=0.00703502 0.056517 0.0385084 0.150146 0.122038 0.0802269 0.0975378 0.276848 0.405165 0.311636 0.196305 0.116016 0.31753 0.155233 0.101522 0.133418 0.141915 0.120709 0.0976608 0.0933343 0.360217 0.428817 0.13109 0.116124 0.0912885 0.0561381 0.103139 0.420966 0.157703 0.121896
threshold=40.79983011445001 40.878805547300004 0.48101853240000009 0.47997065955000012 0.34500464060000008 0.34503457980000002 41.726652433350004 0.3459626957000001 0.34988473400000003 0.38733870245000007 41.755948821900006 0.34518427590000006 0.34524415440000006 0.34545372890000009 0.4019490434500001 0.54422023290000021 0.42274183410000005 0.43166372265000008 0.43887907550000005 0.48759019190000008 0.34692075085000007 0.4901499955000001 0.49128768600000011 0.34581299960000006 41.169697216150006 0.34744468730000005 42.049402686800001 0.49588335680000006 0.49850303880000008 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 -3 -4 -6 7 -7 -9 -10 -8 -12 -13 -14 -11 -16 -17 -18 -19 23 -21 -22 -23 -15 -20 -24 28 -28 -27 -29
right_child=1 2 4 -5 5 6 10 8 9 14 11 12 13 19 15 16 17 18 24 20 21 22 25 -25 -26 26 27 29 -30 -31
leaf_value=0.0015478005015332067 -0.032767553050194215 -0.0004841023842307461 -0.04066397900228199 0.034736042170789121 0.04817498458347283 -0.048680828889606426 0.081171304383346646 0.10404528911327891 -0.079422731363962842 0.050831665555532174 0.088269878947185937 -0.13243820605014026 0.081267329413743136 -0.046407534137640732 -0.077427410996604482 0.0722399365742179 -0.070485424857385695 0.060050765079117933 -0.10278371048670157 0.086169250422587385 -0.16559455126560874 0.071773153700806308 0.039978810095468741 -0.00037365017169931438 0.019506464269123801 0.10417356600526524 -0.11772903935569271 -0.11830367112174206 0.0023561766410371823 0.0018728507084938761
leaf_weight=17.547106019579708 0.54956239443220312 8.4431468121081128 0.83206120698810337 1.4129668496316288 0.32036980986595054 1.5614954344928271 0.30851459759219224 0.3541913568042222 0.51307533995714072 0.4412147003931749 0.14767171570565452 0.18059754837304254 0.23726042010821302 0.89479260961524998 0.21115301067766257 0.26885159749963328 0.24241491965949535 0.24850200832588598 0.099617752119591785 0.50709334644488979 0.15492856392665988 0.2636427916586398 0.33256013225764025 1.4138205088154334 0.15763831904483716 0.21981319785118092 0.32177155052664819 0.085751453880220541 0.49400091224375586 5.3610318532238317
leaf_count=1200 24 509 19 29 3 28 6 6 21 23 4 3 6 16 9 13 6 11 26 7 6 4 5 34 35 2 14 2 60 769
internal_value=-6.20729e-06 -0.00103212 -0.000362103 0.00456504 -0.00336463 -0.0013417 -0.00239777 -0.0155534 0.00483883 -0.0112613 0.00253793 0.000252475 -0.000989294 0.00131853 0.00968758 -0.00509316 0.00992476 -0.0124678 0.0153406 -0.000569051 0.00469407 -0.00101762 0.00258447 -0.0182159 -0.0278482 -9.2168e-05 -0.0021479 -0.00658504 0.03371 -1.91488e-05
internal_weight=44.1266 26.5795 26.03 9.85611 16.1738 15.3418 15.0214 4.09815 2.53666 2.18247 10.9233 10.6147 10.4671 10.2865 1.66939 1.22818 1.01702 0.748173 0.505758 10.0492 7.74059 7.2335 7.07857 2.30861 0.257256 6.81493 6.48237 5.76855 0.713814 5.44678
internal_count=2900 1700 1676 538 1138 1119 1116 178 150 144 938 932 928 925 123 100 91 78 72 919 869 862 856 50 61 852 847 785 62 771
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 1 1 1 1 2 0 1 0 1 2 0 0 1 1 0 0 0 0 1 2 2 1 0 1
split_gain=0.00767852 0.207758 0.057282 0.0385965 0.0350694 0.265026 0.175342 0.195337 0.170655 0.295794 0.19382 0.389419 0.375671 0.15656 0.136495 0.075274 0.0869682 0.135472 0.0688768 0.0542195 0.0722913 0.115389 0.069014 0.174155 0.240183 0.0428239 0.0767561 0.0928952 0.0834145 0.0789698
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.468518788800004 0.48140774230000011 41.558544840500012 0.34548366815000003 0.34566330350000002 0.34581299960000006 0.34587287805000005 41.872669623500009 0.49320379630000005 0.3459626957000001 0.50482021495000018 0.34632196640000007 41.726652433350004 0.48077901860000011 0.48015029490000011 0.43374449865000003 0.3465914194000001 0.4901499955000001 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.34829795515000012 42.102795028150005 42.406961525800007 0.38398550940000004 0.53839705400000015 0.3982365797500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -8 -9 -10 11 -11 -12 -13 -14 -7 17 -17 -15 -16 -21 -22 -23 -24 -25 -26 28 -28 -27 -29
right_child=1 2 3 4 6 15 7 8 9 10 12 13 14 18 19 16 -18 -19 -20 20 21 22 23 24 25 26 27 29 -30 -31
leaf_value=0.0013186877143086745 -0.079646316768040848 0.0240925779605317 -0.033094220619637953 0.089611875036256713 -0.038509407960251617 -0.044891171988124472 0.10343087869865948 -0.060335676177833475 0.10448446327391003 -0.12501006777609272 0.10461687014922072 0.085013719718002853 -0.10459661466468201 -0.076389429965958933 0.04162719680781516 0.0015732481050064239 0.025760181751229128 -0.056736357661358851 0.0030004732333181469 -0.038693464048719019 0.067892734969459037 -0.038297611645082504 0.070537839409942391 -0.11787258534513423 0.029336973397188285 -0.086125106781115471 0.026216938812375214 -0.037939369832063141 0.00199575568775558 0.0010875793669076659
leaf_weight=21.98850454530454 0.33354420106843718 0.9350795773228836 0.3728804643567426 0.34801741104820472 1.3244837768579589 0.34907736787954391 0.18004961311817069 0.47212136688176443 0.26972685009241004 0.36845725332386681 0.35076325386762519 0.17370269726961851 0.12560845934785891 0.17238433938427988 0.30764822661876667 6.4285308749380707 1.3462619088902554 0.42477522161789227 0.29852751024722934 0.48103047986501213 0.25149170123040665 0.4641980566663183 0.34659530408680428 0.17481804615817953 0.49205551718691243 0.21449577253952146 1.1933369343655611 0.63734910758377372 0.21518413796901825 2.7799669408264176
leaf_count=1360 11 22 11 10 27 20 2 11 4 7 3 7 8 30 3 439 21 12 37 20 4 17 4 4 49 18 87 102 33 517
internal_value=-3.27365e-07 -0.00132879 -0.000113717 -0.00121444 -0.000625687 0.00407 -0.00432464 0.000216923 -0.00168141 0.00129068 -0.00178573 -0.0430042 0.00341149 0.00386975 -0.00120851 0.000587571 0.00252372 -0.00204084 -0.0260614 0.000509682 -0.00123498 0.00142676 -0.00113777 0.0017116 -0.00246818 0.00117849 -0.00157044 0.00219675 -0.0419941 -0.00619117
internal_weight=43.8207 21.8322 21.4986 20.5635 20.1907 8.89666 11.294 9.96951 9.78946 9.31734 9.04761 1.01307 8.03454 0.644615 7.68378 8.54865 8.19957 6.85331 0.470912 7.55817 7.25052 6.76949 6.518 6.0538 5.70721 5.53239 5.04033 4.61065 0.42968 3.41732
internal_count=2900 1540 1529 1507 1496 502 994 967 965 954 950 81 869 74 866 492 472 451 67 858 855 835 831 814 810 806 757 706 51 619
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 0 0 2 0 0 2 0 1 1 0 1 2 0 2 0 1 2 2 1 0 0 0 2 1
split_gain=0.00713885 0.0497222 0.0127134 0.0142364 0.0119665 0.0242305 0.0185801 0.00959304 0.0391872 0.018512 0.00834107 0.0204747 0.0640319 0.0163528 0.137001 0.0368234 0.0836862 0.0766334 0.130177 0.0734796 0.0454037 0.0346842 0.0443979 0.01891 0.0167687 0.0627734 0.151565 0.100162 0.0507942 0.056829
threshold=0.6018382683000002 0.45772581660000006 0.62143349005000015 0.47777012665000013 0.49994012155000006 0.50064369330000014 0.61532588845000014 0.58736265385000019 47.480720532750006 0.59336546810000013 0.57944372925000021 42.622319549950006 0.58388970390000006 0.45393850480000009 0.46208197360000008 0.56501302355000016 0.44805544745000009 41.24714903835001 0.56704889075000009 40.823855932350007 0.56055207925000017 0.43590012275000006 40.532725462000009 41.061442884200012 0.42067602765000006 0.54475913895000005 0.54679500610000009 0.54317236010000014 40.08085804200001 0.42440346100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 -4 6 -6 -3 10 9 -9 13 12 -12 15 -15 20 17 19 -19 -17 21 24 -23 -22 -1 27 -27 28 -26 -30
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 23 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00029281665399999375 -0.10307080194570438 -0.0014126090322512167 -0.10147461354023579 -0.0071030388016163253 0.10001647129227959 -0.10065168094721295 0.080136476131415932 -0.038834366140438864 0.070492511547858086 0.014196549036290857 -0.10569550582628405 0.0042288166113329476 0.021515697443986018 -0.10190581781579307 0.015721706391640722 -0.014263260467391195 0.062857143851324335 0.028295194824071085 -0.10292324687964127 0.077067610717105675 -0.042590271925048585 0.057881370323864492 0.0045392916835531811 -0.0067592390229383563 0.039630437583219741 -0.10718143848880542 -0.0027930420227180678 0.073564379849976935 -0.08404579486351256 -0.0004952610108114819
leaf_weight=38.143101000764908 0.053385621706307118 0.056891358320314112 0.016874913625090804 0.30319359917840233 0.008933877878007479 0.018432397698274983 0.054899623597862046 0.094839690892858597 0.09809030349083514 0.21516704293500244 0.079398873768539713 0.23498203194549205 0.078875465352686858 0.13908401993953423 0.34370213824988449 0.17692720750289836 0.30610312932560646 0.15098522014886839 0.1514324057397971 0.17544298549182713 0.3464088070785597 0.23413243824143037 0.46778860196671701 0.25624236935652789 0.13046038591710629 0.19357961613422958 0.49412465013428175 0.18433868830106803 0.13531110755866393 0.20436069361513276
leaf_count=1771 23 40 19 313 2 63 12 34 16 49 36 40 13 46 48 34 15 7 37 8 28 14 45 17 13 10 70 9 9 59
internal_value=4.96267e-06 -0.0117264 -0.0011075 -0.0120786 0.0241265 -0.0351424 0.0386355 0.000144701 0.0154037 -0.00202708 -1.38459e-06 -0.0144978 -0.0423002 0.000133598 -0.0181652 0.000345197 0.0196947 -0.000483127 -0.037411 0.0312098 -0.000110621 0.000297942 0.022332 -0.0273552 -9.37538e-05 -0.0110796 -0.032177 0.011089 -0.0134076 -0.0337783
internal_weight=43.5475 0.512611 0.459226 0.320069 0.139157 0.0273663 0.111791 43.0349 0.408097 0.310007 42.6268 0.393256 0.158274 42.2335 0.482786 41.7507 0.960891 0.654788 0.302418 0.35237 40.7898 40.1872 0.701921 0.602651 39.4853 1.34218 0.687704 0.654471 0.470132 0.339672
internal_count=2900 472 449 332 117 65 52 2428 99 83 2329 89 49 2240 94 2146 101 86 44 42 2045 2000 59 45 1941 170 80 90 81 68
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 1 2 2 0 0 0 2 1 2 2 1 1 0 1 1 2 2 1 0 2 1 0
split_gain=0.00703241 0.0882961 0.0553805 0.0792891 0.0267513 0.045729 0.212186 0.30227 0.0887355 0.0519555 0.028442 0.170294 0.338965 0.107271 0.070002 0.173385 0.102545 0.0418679 0.0393237 0.0627086 0.0580941 0.045633 0.112298 0.106816 0.0900044 0.0832928 0.0704693 0.26107 0.211391 0.189488
threshold=43.19689381845 43.245737185650007 43.082598263550004 0.50356276755000018 43.022303514600004 42.773538294100007 0.47997065955000012 0.48140774230000011 0.36927038110000004 42.686561923500008 42.297164883650005 0.49588335680000006 0.5025747732000001 0.56639022785000004 42.428475018400007 0.34566330350000002 42.508878681700004 42.233786329550007 0.32600820335000008 0.31810424840000007 0.41856531240000011 0.34515433670000012 0.34524415440000006 40.496232821400007 40.12915366295001 0.34479506600000004 0.48119816770000007 40.982542372850013 0.34542378970000004 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=2 -2 4 -4 5 9 -7 -8 -9 10 17 14 -13 -14 -12 16 -16 18 19 20 -1 23 -23 24 -20 -25 27 29 -28 -24
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 11 12 13 -15 15 -17 -18 -19 21 -21 -22 22 26 25 -26 -27 28 -29 -30 -31
leaf_value=0.049668361877021269 0.075135929532042456 0.0011566763064311547 -0.0648691997986343 0.015206250507914802 0.025375018343627251 -0.11004680649081362 0.075077442471014097 -0.11080753238687012 -0.0098418051365269689 0.03035430188166633 -0.06433224914547768 0.10476117934173633 -0.024058902642238308 0.041972088112014763 0.062248619553753548 -0.050791914385409843 -0.020439842531781466 0.033594916109080615 -0.0062405002813528676 0.054302757611545405 -0.038090464222201248 0.032852472763695587 0.0070865872918360676 -0.0040123892271165659 0.031945485275742889 -0.037239204925594002 -0.076110140804925161 0.036290786756900721 -0.00070831786908709079 -0.074247268438947009
leaf_weight=0.11699338963791461 0.16481392130390204 7.6373867243949718 0.31165324704166053 0.20499104733551121 0.40688681396815596 0.21213517552581507 0.31907754112035036 0.17181554230046459 0.17643025900197529 0.56078132176656836 0.45114450628635383 0.33066797256469715 1.0253385785254066 0.32370239308960425 0.30257193287877704 0.75326092957038782 0.29738180165060157 0.38106448544819116 1.9892099418553244 0.34019561761186878 0.21233057041513348 1.1015304647971813 0.79687351931847705 1.4505651365327596 0.8949376779501107 1.5721183283603748 0.37960628583096223 1.9826868926083987 18.106957481494792 0.44718892981472891
leaf_count=43 11 803 34 21 22 31 7 12 38 33 22 3 49 36 16 26 24 22 104 26 23 22 72 43 13 41 8 58 1222 15
internal_value=2.56251e-07 0.00271942 -0.000595347 -0.0330973 -0.00011699 -0.000415935 -0.0229279 0.00476632 -0.0596557 0.000169518 -0.00033947 -0.00888827 0.0140257 -0.00821477 -0.0302193 -0.0188465 0.0212621 0.000660945 0.000233948 0.0241915 -0.00691386 -0.000324517 0.00170365 -0.0081582 0.00560843 -0.0212939 0.000123448 0.0137593 -0.00225663 -0.0221496
internal_weight=43.4223 7.8022 35.6201 0.516644 35.1035 34.6966 0.879459 0.667323 0.348246 33.8171 33.2563 3.48407 1.67971 1.34904 1.80436 1.35321 0.599954 29.7723 29.3912 0.66952 0.329324 28.7217 22.8148 5.90683 2.88415 3.02268 21.7133 3.22675 18.4866 1.24406
internal_count=2900 814 2086 55 2031 2009 88 57 50 1921 1888 176 88 85 88 66 40 1712 1690 92 66 1598 1397 201 117 84 1375 145 1230 87
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 2 1 1 1 2 1 2 2 1 1 1 0 0 2 0 0 1 1 1 1 0 1 0 2 1
split_gain=0.00718903 0.0526255 0.0125693 0.0121141 0.0150813 0.0194417 0.0121458 0.0206922 0.0197449 0.0171099 0.0105282 0.00737016 0.0447916 0.0297251 0.0287489 0.146376 0.0743983 0.0459278 0.123103 0.0723641 0.2841 0.0767812 0.24665 0.186997 0.132626 0.0492658 0.044426 0.0444547 0.038254 0.0871769
threshold=0.46613873835000008 0.47106374065000006 0.47777012665000013 45.027406014450008 0.59665878265000016 42.526729949000007 0.48627286610000009 0.49703601690000004 0.49994012155000006 48.315732392000008 0.49242537650000007 43.19689381845 43.082598263550004 0.45772581660000006 0.34479506600000004 0.34488488370000009 0.43518158140000007 0.47760546090000006 44.758188263300006 0.48041974790000003 0.48119816770000007 0.34566330350000002 0.3465914194000001 0.35675578575000005 0.36106703390000006 0.47670728420000003 0.37138109635000011 0.52290350590000012 43.933728833200007 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=11 -2 -3 4 -4 10 -5 -8 -9 -10 -6 12 13 -1 16 -16 -13 18 25 -19 -21 -22 -23 -24 -25 -17 -26 -28 -29 -30
right_child=1 2 3 6 5 -7 7 8 9 -11 -12 14 -14 -15 15 17 -18 19 -20 20 21 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.00035233899606412945 -0.10330049120009691 0.03264078723853573 -0.10084206720433707 0.02986584009176655 0.029257963589998184 -0.10061413577859196 -0.066037750642945148 0.049880170936801541 -0.06830963155589119 0.0018742329729125613 -0.10016784734086957 0.0018044863475149922 -0.029978894166089898 0.02447607850519868 0.1030377630098514 -0.025046574639050023 -0.046183541855496502 0.03480639951493851 0.023045178664004705 -0.11470355692089561 0.058735484256024734 -0.11326094768479777 0.067707107265377084 -0.10803289269590831 0.059048326814344521 -0.10822507332585102 -0.042706189908455941 0.02503749207781137 -0.10459174886736132 0.0025195687771234435
leaf_weight=34.242581274207161 0.055743040290057722 0.09021874924735962 0.028016497617603608 0.1022902047552634 0.051690352162815145 0.019995663790098206 0.054191107547012507 0.064568602247163653 0.044611901224698158 0.15689858172845561 0.0071551253571171527 2.0046011585466101 0.50573422411855418 0.48908446411738893 0.15512703359127034 0.13521145700093473 0.38514150041552841 0.81112565519288171 0.29769289825344458 0.19790314324200187 0.2806893810629848 0.16899736830964718 0.48222530663770191 0.11003816826269064 0.1398222877692209 0.15042781725651366 0.21057011572373419 0.65560215328565608 0.082121884573325477 1.0168967231454162
leaf_count=1603 33 52 41 12 29 54 28 6 36 78 216 112 47 50 2 26 29 18 13 4 5 5 14 4 24 18 78 46 15 202
internal_value=3.06227e-06 -0.0102331 -0.00186073 -0.00774017 -0.0378209 -0.015426 -0.000133333 -0.00971468 0.00175638 -0.0136636 0.0135209 0.000165646 -0.000432934 -2.71012e-06 0.00306129 0.00745108 -0.00592948 0.00432235 -0.0219536 0.00801042 0.00151244 0.00882091 0.00393286 0.0112756 -0.00100973 -0.0688513 0.00458483 0.000709781 0.00592008 -0.0054841
internal_weight=43.197 0.67538 0.619637 0.529418 0.106858 0.0788411 0.42256 0.32027 0.266079 0.20151 0.0588455 42.5216 35.2374 34.7317 7.28419 4.89445 2.38974 4.73932 0.583332 4.15599 3.34487 3.14696 2.86627 2.69728 2.21505 0.285639 2.10501 1.96519 1.75462 1.09902
internal_count=2900 585 552 500 340 299 160 148 120 114 245 2315 1700 1653 615 474 141 472 57 415 397 393 388 383 369 44 365 341 263 217
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 0 1 0 0 1 1 1 1 1 0 0 2 2 2 2 0 0 2 1 2 2 1 0 0
split_gain=0.00675668 0.070812 0.0690238 0.0807568 0.0400924 0.0620996 0.0272487 0.0576861 0.0486095 0.0353694 0.0527463 0.0484537 0.0413668 0.0163431 0.0193474 0.0126987 0.0112135 0.0460492 0.0508466 0.060918 0.0788769 0.0370796 0.0316503 0.0294177 0.0293447 0.0372175 0.0156431 0.0151188 0.0501971 0.140586
threshold=0.45393850480000009 0.56055207925000017 0.45664800455000004 0.56323163980000013 0.56704889075000009 0.45877368940000007 0.58388970390000006 0.46419268885000003 0.58626987215000004 0.59665878265000016 0.45976168375000009 0.47536001915000009 0.47106374065000006 0.47383311875000006 0.59210802070000013 0.57995269605000022 0.56501302355000016 40.922041107600009 42.280042771400005 42.599563320500003 46.650420857800007 0.56055207925000017 0.57507260265000015 47.673928029900004 0.43590012275000006 40.532725462000009 41.061442884200012 0.42067602765000006 0.54475913895000005 0.54679500610000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 -4 -5 -6 7 -7 -8 11 -11 -10 -12 -14 -15 -9 21 22 -19 -20 -21 24 -18 -22 27 -26 -23 -1 -29 -30
right_child=1 2 3 4 5 6 8 15 9 10 12 -13 13 14 -16 -17 17 18 19 20 23 26 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00032810202587008666 -0.10350938878312166 -0.10129205172420822 0.065036714570723006 -0.075299618811866503 0.06123177038093687 -0.10536866390662603 0.10074475726612005 0.025438870807600541 -0.10676815335636024 0.092583614387003577 -0.10356630189257819 0.019767269144609082 0.070473362489930885 0.0012521341334449263 -0.10246666444739788 -0.031134842785867534 0.017117335697913554 -0.061532977655580058 0.061862274776691019 -0.051449905810935975 0.082925225978270539 -0.038759066002147721 0.072825456425629764 -0.0048221147681060117 0.053925049076198744 0.0045427840146702808 -0.0060867424717620982 0.009595672054076328 -0.10647779200208846 -0.0023655252729963016
leaf_weight=37.794721997182265 0.071810271506958512 0.066292667127278437 0.18260703058331262 0.078985350298211077 0.1376593444606441 0.085946288325999487 0.044336362174792976 0.077124854290028022 0.074246469981873009 0.059507831295739777 0.040815637673511984 0.051083664827473285 0.032080937667377185 0.37042091066516764 0.018902666062430962 0.081711833683007717 0.37298404060561707 0.13808827130378631 0.14484149310737848 0.22900745902370545 0.080437092954525724 0.34189581836783034 0.14036699292268384 0.072773270000539014 0.22702014992319064 0.46567659573553755 0.25646883180820623 0.63134625554263724 0.17588589001388755 0.49392169784691475
leaf_count=1771 16 31 7 11 16 13 4 36 20 4 22 35 9 358 79 36 32 15 8 22 4 28 39 38 14 45 17 90 10 70
internal_value=-2.20151e-06 -0.00665681 -0.00169504 0.0032491 -0.00653806 -0.00148035 -0.0107018 -0.0393743 -0.000550507 -0.00749125 0.00396778 -0.0551932 -0.00744093 0.0018694 -0.00378368 -0.00366487 0.00023371 0.00984893 -0.00751687 0.00663522 -0.0142931 -4.68639e-05 0.0323498 0.0412462 0.000324715 0.020727 -0.0247552 -3.67714e-05 -0.0106353 -0.0297045
internal_weight=43.039 1.47353 1.40172 1.33543 1.15282 1.07384 0.936177 0.244783 0.691394 0.647058 0.521728 0.12533 0.46222 0.421405 0.389324 0.158837 41.5654 1.1785 0.665148 0.527059 0.382218 40.3869 0.513351 0.15321 39.7886 0.692697 0.598365 39.0959 1.30115 0.669808
internal_count=2900 697 681 650 643 632 616 85 531 527 472 55 468 446 437 72 2203 158 87 72 64 2045 71 42 2000 59 45 1941 170 80
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 2 0 1 1 1 1 1 0 2 0 2 2 1 1 0 1 2 1 2 0 0 1 2
split_gain=0.00688129 0.0521216 0.159648 0.0337794 0.0276787 0.0244973 0.133842 0.128961 0.114198 0.0805996 0.278896 0.0900873 0.164184 0.176054 0.0724386 0.0523675 0.268656 0.231213 0.172435 0.0555858 0.223489 0.13236 0.347571 0.0644452 0.268709 0.215993 0.187571 0.137239 0.138484 0.0793633
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.289992964000007 41.468518788800004 0.48041974790000003 0.34500464060000008 41.590548329450009 0.47997065955000012 0.34515433670000012 0.34524415440000006 0.34527409360000011 0.34548366815000003 0.34566330350000002 0.47943175355000006 41.558544840500012 0.48077901860000011 41.726652433350004 41.755948821900006 0.34581299960000006 0.3459626957000001 0.48119816770000007 0.34620220950000008 42.027086531450003 0.34744468730000005 42.049402686800001 0.48320409570000006 0.49588335680000006 0.34744468730000005 42.102795028150005
decision_type=2 2 2 2 2 2 2 2 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 -4 7 -7 -6 14 -8 -11 -12 -13 -14 -9 -15 -17 -18 -19 -20 -21 -22 -23 24 -24 -25 -27 -28 -29 -30
right_child=1 2 4 -5 5 6 9 8 -10 10 11 12 13 15 -16 16 17 18 19 20 21 22 23 25 -26 26 27 28 29 -31
leaf_value=0.00055430414414588407 -0.02364908741471948 0.077525355650748973 -0.028124832125576472 0.023812383620485832 0.078627761223419523 -0.053298928716666097 0.047373940002425993 0.0010044544281091433 0.052310378909556636 -0.12283445763579198 0.073714526286772816 -0.074601980464395576 0.10304986801320422 0.030290628541491334 -0.043185019130625571 -0.12843991428662233 -0.071166975170137689 0.079210468215869745 -0.026179167711077467 0.068660547765318186 0.076514165310068119 -0.13456728687077618 -0.11501587976645598 0.088935591276379303 0.01332600548518029 0.081667626897561504 -0.035140570348538895 0.095906643285134277 0.07346737923798223 -0.0021840261530553721
leaf_weight=21.166901671752019 0.993705236719438 0.26091800811599597 0.37484871013896537 0.64344209750424752 0.22446164356915765 0.51416353866807085 0.33219584857579221 5.9324406600391395 0.41632343182573084 0.18972180318087239 0.16087254695594211 0.30029873596504231 0.1643977016210546 0.50310740930902298 0.3957086819646064 0.16730027552693982 0.44504606962342919 0.28476019068989344 0.73500763101037492 0.48173161596059699 0.21232703700661559 0.19728636089712281 0.24096669210121024 0.27945152081397839 0.5050571553561376 0.26524833892472077 1.1703466736304484 0.15465925680473436 0.14257244454711315 5.0674619946291468
leaf_count=1349 22 11 11 11 11 15 6 430 14 4 2 10 2 21 19 3 35 6 15 6 2 6 5 9 55 5 42 2 9 762
internal_value=-5.28684e-06 -0.00129221 -0.000187959 0.00124046 -0.00120906 -0.000691206 -0.00333737 0.00406047 0.00157881 -0.00119664 -0.00257952 -0.000591791 -0.00164806 0.000340548 -0.00175878 -0.00121536 -0.00274696 -0.000681683 0.00254001 0.000230186 0.00245697 -0.00141564 -0.00347802 -0.000173281 -0.0281286 0.00277249 -0.000768297 -0.00411426 0.00265436 -0.000113828
internal_weight=42.9227 21.1124 20.1187 21.8103 19.8578 19.4829 12.514 6.96893 6.74447 11.9998 11.6676 11.4779 11.317 11.0167 6.32815 10.8523 10.3492 10.1819 9.73688 9.45212 8.71711 8.23538 8.02305 7.82576 0.746024 7.07974 6.80029 6.53504 5.36469 5.21003
internal_count=2900 1540 1518 1360 1507 1496 1022 474 463 1007 1001 997 995 985 449 983 962 959 924 918 903 897 895 889 60 829 820 815 773 771
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 1 0 1 1 1 1 1 1 2 2 0 1 1 1 1 2 0 2 0 1 2 1 0 0
split_gain=0.00646727 0.0163392 0.0157259 0.0166965 0.0222922 0.015354 0.0128405 0.00914283 0.00782408 0.00708179 0.00641281 0.0774412 0.0781411 0.0578222 0.280595 0.0861503 0.0430596 0.189536 0.077198 0.133905 0.210089 0.0711879 0.162006 0.10577 0.156641 0.0654806 0.113478 0.0525851 0.0874366 0.406412
threshold=34.542090938800008 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 33.384956903900012 0.33960061075000009 0.54384599265000022 0.4355408521000001 0.43625939340000008 0.35585760905000008 0.35759408400000009 0.35877668335000007 0.34744468730000005 42.564639561200003 42.049402686800001 0.50041914915000019 0.36501901140000009 0.36597706655000006 0.36927038110000004 0.36998892250000009 36.82350895510001 0.49850303880000008 39.344049039350004 0.48119816770000007 0.37668033890000002 41.468518788800004 0.38042274180000007 0.51484985480000012 0.51929582950000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 7 -1 -6 -9 -10 13 -12 -13 -2 15 -15 21 -18 -19 -20 -21 -14 23 -23 -25 26 -22 -27 -29 -30
right_child=10 -3 3 4 5 -7 -8 8 9 -11 11 12 16 14 -16 -17 17 18 19 20 25 22 -24 24 -26 27 -28 28 29 -31
leaf_value=0.018525535090180137 -0.0004954555478500751 0.053842613591819743 0.10026826564489424 -0.10120710133335201 0.10006427872510491 -0.10095278064740446 -0.070765089734913897 -0.10039745325569371 0.10004481014062921 -0.1001078741417824 -0.049609455405552449 0.04768324886551796 0.01839364811202655 0.067715806332133352 -0.037220968092228954 0.0172446430591944 -0.096430622558888388 0.030711909442139609 -0.075593471044768698 0.10265039782974635 -0.048080830322036187 0.037612900119284004 -0.091213263294395802 0.0076800074482919799 -0.10443554957384223 0.031583754330740059 0.02789557195797733 0.042106379263878231 -0.11516327692543214 0.00110793991265363
leaf_weight=0.025587446298717231 21.735605868978851 0.078255668012124247 0.022583472309634089 0.016131648793816566 0.023163152258803166 0.0069402726872543332 0.043460429398957889 0.0051279734328376634 0.0074034625431522727 0.0023222359462717335 0.3283918528145503 0.32896477234317245 0.41383033851162032 0.69350719108919612 0.64077473085097381 0.66010559536516666 0.20125716718030418 0.84121636184864002 0.2332296863596629 0.19969612255226721 0.67546664231849618 0.32513679104161475 0.314630659922571 0.32847071322532884 0.20079244203198776 0.54472332198611084 0.27728748552544857 0.47342433017620678 0.30791093704466632 12.700653192466666
leaf_count=38 807 36 4 3 6 15 34 16 2 98 17 17 16 35 22 8 11 7 27 10 39 11 13 43 36 29 31 39 15 1415
internal_value=-5.98868e-07 0.0166872 -0.00235175 0.0267986 -0.000361846 0.0358238 -0.0376762 0.0607934 -0.00044646 0.0522537 -9.14524e-05 -0.00147661 -0.000616003 0.000999807 0.0172958 0.0431029 -0.00149687 1.85032e-05 0.00121277 -0.000397313 0.000758085 -0.0172501 -0.0298678 -0.00727747 -0.0348545 -0.000600274 -0.0259688 0.00112287 -0.000107869 -0.00164418
internal_weight=42.6561 0.230976 0.15272 0.0836722 0.0610887 0.0449571 0.0690479 0.0380168 0.0148537 0.0097257 42.4251 18.6951 18.3667 23.73 1.99439 1.35361 18.0377 16.4549 16.2536 15.4124 15.1792 1.58286 1.16903 0.8544 0.529263 14.9795 0.952754 14.0267 13.482 13.0086
internal_count=2900 252 216 144 140 137 72 122 116 100 2648 1776 1759 872 65 43 1742 1623 1612 1605 1578 119 103 90 79 1568 70 1498 1469 1430
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 0 2 2 0 0 0 2 1 1 2 1 1 0 1 1 2 1 0 2 0 0 2
split_gain=0.00681906 0.0747224 0.0375435 0.0663857 0.0214818 0.0446588 0.185545 0.253492 0.10922 0.038525 0.0251707 0.125245 0.0998165 0.102783 0.0443316 0.140035 0.0802129 0.0303111 0.0320363 0.0529975 0.0478419 0.0379033 0.0983696 0.0876211 0.0767687 0.307928 0.0745214 0.0643877 0.0606542 0.237421
threshold=43.19689381845 43.245737185650007 43.082598263550004 0.50356276755000018 43.022303514600004 42.773538294100007 0.47997065955000012 0.48140774230000011 0.50356276755000018 42.686561923500008 42.297164883650005 0.49588335680000006 0.52607706355000017 0.56639022785000004 42.428475018400007 0.34566330350000002 0.34521421515000011 42.233786329550007 0.32600820335000008 0.31810424840000007 0.41856531240000011 0.34515433670000012 0.34524415440000006 40.496232821400007 0.34479506600000004 0.47778509625000004 40.12915366295001 0.47961138885000004 0.48119816770000007 40.421032462050007
decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 10 17 14 -13 -14 -12 16 -16 18 19 20 -1 23 -23 26 27 -26 -20 -25 29 -24
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 11 12 13 -15 15 -17 -18 -19 21 -21 -22 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=0.045253007290588426 0.071120000697923083 0.00127328711974759 -0.059378562601563989 0.01582822514144264 0.022995626991040796 -0.10906413881200477 0.070423757121713879 -0.10948471666816793 0.006512403203425921 0.02637409448512051 -0.054726206530900962 0.039237918438196934 -0.035288029610713097 0.036588845338777008 -0.017821480778608893 -0.047226288967293278 0.056626608793296895 0.029053863420087464 -0.0056652062376316079 0.050245345350005299 -0.035015798003396451 0.031059964411680314 -0.039298794659013231 -0.024329662082596352 0.0078868520606178629 -0.08131151592078284 0.029296742173054703 0.017948002937298268 -0.0021249542991612935 0.027259590662451566
leaf_weight=0.11490545408850295 0.15639022957520765 7.4263813650340538 0.28362733636330162 0.20023021646065331 0.39448519613901467 0.19367514358011462 0.29416285734623671 0.18083333835238591 0.14728538308742145 0.54856718400412674 0.43675516451783325 0.71970446594059445 0.58592466688423883 0.30123435921012742 0.29466086404096337 0.72415192394328187 0.28441160569491331 0.36942111572693548 1.9895156398994474 0.33089930973625314 0.20987967488736103 1.0783942494563259 0.6836470881829223 0.70729656699677457 0.80769967988089753 0.74307976193813374 0.8790317364250767 0.73412663163617253 18.146324615831205 2.4804990083634948
leaf_count=43 11 803 34 21 22 31 7 14 36 33 22 15 37 36 24 26 16 22 104 26 23 22 73 32 14 27 13 11 1230 72
internal_value=-3.95077e-06 0.00271383 -0.00059505 -0.0282564 -0.000205756 -0.00047506 -0.0235874 0.00301592 -0.0574161 9.34828e-05 -0.000348454 -0.00856377 0.0115663 -0.0108823 -0.0271538 -0.0179133 0.0187437 0.000590765 0.000226995 0.022079 -0.00661757 -0.000280199 0.0015939 -0.00743952 -0.0194114 -0.0348539 0.00504846 -0.00279736 0.000102803 0.012879
internal_weight=42.4472 7.58277 34.8644 0.483858 34.3806 33.9861 0.815957 0.622282 0.328119 33.1701 32.6216 3.34684 1.60686 0.887159 1.73998 1.30322 0.579072 29.2747 28.9053 0.655684 0.324785 28.2496 22.3889 5.86075 2.9922 1.55078 2.86855 1.44142 21.3105 3.16415
internal_count=2900 814 2086 55 2031 2009 88 57 50 1921 1888 176 88 73 88 66 40 1712 1690 92 66 1598 1397 201 84 41 117 43 1375 145
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 1 2 2 2 0 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 0 0 1
split_gain=0.00744914 0.0584658 0.0228471 0.0740742 0.303242 0.0464864 0.0179868 0.0630311 0.0162111 0.0327809 0.0260972 0.0272992 0.0230608 0.0603545 0.0693344 0.088334 0.0564338 0.0182613 0.033362 0.0381789 0.0270258 0.040106 0.0288841 0.097072 0.0190416 0.102455 0.0757874 0.0721673 0.105206 0.0823419
threshold=39.211875820650008 39.134693790050008 39.56957118270001 0.47997065955000012 0.52215502530000013 0.52266399210000014 0.33263974130000007 0.31810424840000007 39.685256516350002 39.788107623550012 39.995120105550008 0.50300889195000009 40.12915366295001 40.21994457600001 40.305698932850007 40.496232821400007 40.380906245900007 40.580626202750004 40.742467179200005 0.34554354660000003 40.878805547300004 40.982542372850013 41.134354310300004 41.169697216150006 0.3465914194000001 41.348489042950007 0.34744468730000005 0.48661716715000009 0.48271009850000007 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 6 3 -2 -5 -6 7 -1 -4 -10 11 -11 -12 -14 -15 16 -16 -17 19 -19 -20 -22 -23 -24 27 -26 -27 28 29 -25
right_child=2 -3 8 4 5 -7 -8 -9 9 10 12 -13 13 14 15 17 -18 18 20 -21 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.012956443905813159 0.016834476237448468 0.044074871955390574 0.017435455655408078 -0.085603558285515524 0.035166572982243148 -0.0083334114350652085 0.0018067616314607266 -0.10234591431830312 -0.024518286386714758 -0.0011055244222352072 -0.020100641865780599 0.0322383586725861 0.033006355181221823 -0.025891542683938312 0.0018621737130899915 -0.015081971170907475 0.056615612742836455 0.037354289894493541 -0.018603777463160994 0.00089937635696468959 0.032720958211142542 -0.01705578593719376 0.046741147552612938 -0.0019854757419245769 -0.041624366708961275 -0.032005025852379312 0.0015935067467593876 0.025701067292487209 -0.023381875326753107 0.018373539292908567
leaf_weight=0.13310964357492761 0.68987173124332857 0.32866112337728726 0.52720216304868373 0.51092691556550551 0.40169839560985543 0.63246638713513903 7.1521518308008654 0.073640037323912111 0.54679238407561825 0.47281732922420161 0.57932704590632766 0.51079775006600414 0.54530151694453621 1.0428407789518939 0.32379409874936271 0.841104513817302 0.44965409814392387 0.49851185179886914 0.83208348641210506 0.67800753297706251 0.36284853370534875 1.0425161749090488 0.43521640445397025 8.2553995809960217 0.68764340061492646 0.73788894386961867 7.4463722222177786 1.1215930812904833 1.7690894666593511 2.6161341340613253
leaf_count=32 12 12 24 15 2 43 735 37 24 15 36 33 24 24 24 24 24 11 36 37 24 46 11 440 31 15 981 20 39 69
internal_value=-6.22799e-06 0.00280919 -0.00063253 -0.0104108 -0.0225756 0.00856319 0.000966191 -0.0281119 4.35874e-05 -0.000244786 0.000179951 0.0162102 -0.000341027 4.4585e-05 -0.000572219 0.000367498 0.0336938 -0.000575841 -0.000115129 0.016346 -0.00088041 -0.000277856 -0.00077444 -3.86773e-05 -0.000938175 -0.00455066 -0.00143572 0.00139064 -0.000766409 0.00291373
internal_weight=42.2455 7.68756 34.5579 2.23496 1.54509 1.03416 7.3589 0.20675 32.3229 31.7957 31.2489 0.983615 30.2653 29.686 29.1407 28.0979 0.773448 27.3244 26.4833 1.17652 25.3068 24.4747 24.1119 23.0693 22.6341 8.8719 8.18426 13.7622 12.6406 10.8715
internal_count=2900 816 2084 72 60 45 804 69 2012 1988 1964 48 1916 1880 1856 1832 48 1784 1760 48 1712 1676 1652 1606 1595 1027 996 568 548 509
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 2 0 1 1 1 0 1 1 1 2 0 1 1 0 0 0 1 2 2 0 0 1 1 1 2
split_gain=0.0091997 0.143159 0.0570778 0.141614 0.128483 0.0672974 0.0551381 0.0540612 0.104365 0.389814 0.0514548 0.0415612 0.0664848 0.0909292 0.0393179 0.0326054 0.0422565 0.0865199 0.0632524 0.0707784 0.143664 0.0322839 0.178407 0.217031 0.115911 0.11019 0.077823 0.024994 0.141001 0.0912903
threshold=0.48181192180000004 0.34458549145000011 0.34581299960000006 0.48015029490000011 0.34575312120000007 43.542456167850005 0.47796473160000008 0.34479506600000004 0.3453339720000001 0.34542378970000004 0.48101853240000009 0.34560342505000002 0.34545372890000009 0.3453339720000001 42.718072821900002 0.47905751325000007 0.34518427590000006 0.34500464060000008 0.47760546090000006 0.47727612945000003 0.47648274005000008 0.36000419150000007 41.322103772800006 41.872669623500009 0.49678153350000009 0.49128768600000011 0.34632196640000007 0.37668033890000002 0.37138109635000011 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=2 -2 4 5 10 6 14 -3 -9 -10 11 12 13 15 -4 16 17 18 19 20 -1 22 26 -24 -23 -25 -11 28 -26 -30
right_child=1 7 3 -5 -6 -7 -8 8 9 21 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 23 25 27 -27 -28 -29 29 -31
leaf_value=0.0026470243770685803 0.075875140618879733 -0.026689926292691436 0.011363261819759416 -0.048951809110604483 0.048032333985741103 -0.033390407370716434 0.04526257738065162 0.028501708844259524 -0.12938714571077889 0.015539421818211059 -0.025421475525150873 0.025543325014800469 -0.034341514828936402 0.030494988644289091 -0.048020270275834172 -0.015824591266496064 -0.023916476199383585 0.027749307241377336 -0.028178919655666042 0.035909672859179301 -0.060560378282151821 -0.073503795874909295 -0.046905961481758157 0.022875533906009621 0.00072229686446108083 -0.012400244391988939 0.056563944957413272 0.0014178727425007967 -0.0052424768484722432 -0.092416561839234843
leaf_weight=4.9254805586771093 0.25381859759363834 0.7159516597166683 0.483369402046397 0.84696438566425047 0.54656047490880233 0.37523970050006017 0.39728128918068251 1.3246356969466457 0.23178527643904345 1.1057166266255105 0.83851711095894721 0.61397541782838594 0.57370751429587663 0.92972518811145377 0.14492476195149351 1.4941146931087139 0.66939082776493553 1.1379402742207787 0.815344717184871 0.54383166227489699 0.38791465591341978 0.21956772824864401 0.92887845629593346 2.0083310421323408 2.6619013077565863 1.583839106482628 0.7947704262624028 14.084843143053329 0.20152951067393576 0.29741602885496832
leaf_count=376 8 9 64 23 8 30 23 25 5 17 23 28 39 36 21 35 37 38 30 8 24 32 21 34 102 43 35 1674 12 40
internal_value=-4.45568e-06 0.00113561 -0.00191949 -0.0166718 0.000541083 0.00284541 0.0161034 0.000410425 0.00117301 -0.000327935 -0.00146642 0.000194822 -0.00116117 0.000584632 -0.00233437 -0.00220345 0.000196521 0.0022631 -0.00208332 0.00154927 -0.00196755 0.00092439 0.00698731 -0.00381953 -0.00130479 0.00732194 0.0326956 -0.000385574 -0.00842179 -0.057206
internal_weight=42.1373 26.413 15.7243 2.24778 13.4765 1.40082 1.02558 26.1592 25.4432 24.1186 12.9299 12.0914 11.4775 10.9037 0.628294 9.97402 8.4799 7.81051 6.67257 5.85723 5.3134 23.8868 6.42154 4.52105 17.4653 3.59217 1.90049 17.2457 3.16085 0.498946
internal_count=2900 2057 843 161 682 138 108 2049 2040 2015 674 651 623 584 85 548 513 476 438 408 400 2010 150 98 1860 77 52 1828 154 52
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 1 1 2 2 1 2 0 1 1 1 1 1 0 0 1 0 2 0 1 2 1 2 2
split_gain=0.00747216 0.122732 0.0483099 0.0457007 0.116985 0.327768 0.0421095 0.124109 0.103107 0.05457 0.0503081 0.128584 0.0519334 0.0300955 0.0918574 0.358902 0.144865 0.358802 0.0562873 0.0491459 0.0729222 0.02888 0.105032 0.0933183 0.076062 0.0611108 0.095195 0.118431 0.0591364 0.294366
threshold=0.48181192180000004 0.34458549145000011 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34542378970000004 0.34581299960000006 0.34608245260000009 0.34575312120000007 43.542456167850005 40.79983011445001 0.35585760905000008 41.941595803500007 0.48218616210000004 0.34560342505000002 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.34692075085000007 0.48543456785000005 0.4901499955000001 0.34527409360000011 0.48015029490000011 41.395309858300003 0.47886290830000006 0.34542378970000004 43.874475754150005 0.34554354660000003 41.395309858300003 41.169697216150006
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 21 10 11 -9 -12 -7 -15 -16 -17 -18 -19 -20 -21 22 28 24 -23 -25 27 -27 29 -1
right_child=1 3 -4 4 5 13 7 9 -10 -11 12 -13 -14 14 15 16 17 18 19 20 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0019080451694608648 0.072002744693165852 -0.021536780438695283 -0.034172215451223675 0.032845363999392821 -0.12068200766886389 0.02236506261589449 -0.041082230444842702 0.051988889211303395 0.044503527533409491 -0.026324993040510447 0.069841949691948693 -0.10292136083423831 0.012525289123676012 0.042733191857086759 -0.090578581815397921 0.040553800501188404 -0.11591133891554609 0.026647282813275643 0.041986209672444243 -0.043841079868833149 0.00011533693927556753 0.0027808815784733858 -0.050968120203561854 -0.040196565315870875 0.051742762799032962 0.032207438083919758 0.041745212319787721 -0.052753555786141881 0.0065665365102798362 -0.070590694000029625
leaf_weight=3.5592802868162847 0.24138726655292231 0.91886631678790109 0.4460404815363298 1.1142018216196472 0.22406601224793377 0.6318920691919655 0.939170974353147 0.11203954919653819 0.53171488244879661 0.35228189504641705 0.24862155174923828 0.10269791970885184 0.43410126880459732 0.4979209717130314 0.43562669097446161 0.89212072174996393 0.26636660564691084 0.81504526338540273 0.27300966024825157 0.38481838762425269 19.60853027562483 0.60424351557987355 0.4368109294446193 0.42858314645535767 0.66810773545876145 0.27362657846450111 0.42029248236940475 0.40976770316855493 5.0066228493571261 0.66462984980171302
leaf_count=192 8 15 14 19 5 8 28 17 8 24 14 36 38 9 12 12 11 15 7 21 1915 25 15 31 16 22 10 27 310 16
internal_value=-3.67205e-06 0.00102549 -0.00173471 0.000368112 0.00116862 -0.000300175 -0.000782373 -0.0136143 0.00137763 0.00702756 0.0201195 -0.0220967 0.0333978 0.00083291 0.000245773 -0.000687189 0.00107357 -0.000576303 0.000880972 -0.000155263 -0.000730706 -0.000460943 -0.00305282 0.00847309 0.0284906 -0.00814887 0.00429588 -0.0187357 -0.000785355 -0.00949959
internal_weight=41.9425 26.3039 15.6386 26.0625 25.1436 24.0294 15.1926 2.18891 13.0037 1.24974 0.89746 0.214737 0.682723 23.8053 23.1734 22.6755 22.2399 21.3478 21.0814 20.2664 19.9933 12.472 9.66734 2.80462 1.27235 1.53227 1.10369 0.683394 9.23053 4.22391
internal_count=2900 2057 843 2049 2034 2015 829 157 672 129 105 53 52 2010 2002 1993 1981 1969 1958 1943 1936 664 533 131 41 90 59 49 518 208
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 0 2 1 0 0 1 1 0 2 0 1 2 0 1 1 2 2 0 2 1 1 0 2
split_gain=0.00886933 0.16074 0.0617399 0.0364207 0.0427927 0.0309753 0.0923055 0.27078 0.0285866 0.0439716 0.0226714 0.0812355 0.0995721 0.097735 0.0882583 0.117835 0.0837807 0.105865 0.116011 0.231284 0.0935035 0.0690822 0.0796754 0.0589873 0.0557308 0.0601265 0.0576886 0.0999585 0.193257 0.107345
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.134354310300004 41.028010303750008 41.678468725050003 0.48101853240000009 0.48661716715000009 41.21013581150001 0.34527409360000011 0.55754318735000019 0.53839705400000015 0.38398550940000004 0.36998892250000009 0.50041914915000019 43.124157941850008 0.53592706805000012 0.39135055835000004 43.633733172900008 0.52468488970000016 0.4019490434500001 0.40621538280000008 45.90502654165001 41.792045663550006 0.48759019190000008 42.541806567400009 0.3459626957000001 0.34581299960000006 0.48218616210000004 41.986601436450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -4 -8 -5 -10 11 12 13 14 23 -16 17 -14 19 -19 -20 -22 -23 -7 26 -26 27 28 29 -25
right_child=1 2 5 8 -6 10 7 -9 9 -11 -12 -13 16 -15 15 -17 -18 18 20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00088717330182387514 -0.07157230045518348 0.02521792563779289 0.016198893411010294 0.029084694326716665 -0.024372048307940365 0.029687739372251588 -0.082721370832294805 0.012478152954959482 0.025450853702408845 -0.0081940339236888128 -0.01087072073799935 0.027145966958736747 -0.082371775325550553 0.03998872992629713 -0.092834175278893066 0.0041934841521019568 -0.11122543822430678 0.058593031750424733 0.079340259205842978 -0.10555593792182366 -0.10640781768793324 0.052091079444112259 -0.10115662954371579 0.039749355447620295 0.029208636667215911 -0.0028588514694369124 -0.019775341106365987 0.039347248731398422 -0.050787484355038173 -0.0022734372185203885
leaf_weight=18.248073572241729 0.32216307897551999 0.90051401675404719 0.66239260567090497 0.76063782224082332 0.69629509864194616 0.68696381633344294 0.54210789781063773 0.66563245526010917 0.65687673727006746 0.95058592217066007 1.8017575056218316 1.102221995603087 0.21778992754479964 0.62655201178813591 0.23680870144744481 0.26549099241856311 0.11223941567186546 0.13512515643201084 0.20705243335366674 0.23531767138140935 0.05865262483666811 0.15008326564825847 0.043835219323417718 0.68838708494905443 1.1774482745677226 1.1614770382439017 1.8516063866329933 0.59289818480237944 0.76497545058373351 5.1970480196394542
leaf_count=1260 11 22 26 22 34 17 9 53 14 30 425 103 17 59 14 29 9 10 27 55 5 41 53 32 15 32 87 20 20 349
internal_value=-6.4061e-06 -0.00149649 -0.00037244 0.00142034 -4.12225e-05 -0.00157368 -0.0138001 -0.0302532 0.0131126 0.00555468 -0.000253054 0.000980217 -0.00102124 0.00143848 -0.000474976 -0.0415501 -0.0291141 -0.0203189 -0.00403764 -0.0456799 0.0295248 -0.0113129 0.0174495 0.00122722 -0.000482731 0.0132844 -0.0040232 3.52244e-06 -0.00350405 0.00264174
internal_weight=41.719 20.4065 20.0844 21.3125 18.9444 19.1839 1.87013 1.20774 2.3681 1.60746 17.3137 15.512 14.4098 13.2497 12.6231 0.5023 1.1601 1.04786 0.830066 0.370443 0.459624 0.252571 0.193918 12.1208 11.4338 2.33893 9.09492 7.24331 6.65041 5.88544
internal_count=2900 1540 1529 1360 1294 1507 88 62 66 44 1419 994 891 674 615 43 217 208 191 65 126 99 94 572 555 47 508 421 401 381
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 0 2 0 0 0 1 1 0 0 0 2 0 1 1 1 0 1 2 0 1 1 2 2 2
split_gain=0.00874364 0.032133 0.061621 0.0281859 0.138076 0.0583308 0.0343832 0.113419 0.053363 0.0521888 0.239838 0.0915506 0.112633 0.061289 0.118034 0.0705243 0.0294264 0.0921501 0.0742212 0.0520535 0.047614 0.042008 0.0323003 0.060775 0.0422275 0.0630178 0.0712088 0.0216678 0.035133 0.0609324
threshold=43.19689381845 43.082598263550004 0.50356276755000018 0.34479506600000004 0.34488488370000009 0.43518158140000007 0.47760546090000006 44.758188263300006 0.47648274005000008 0.48041974790000003 0.48119816770000007 0.35675578575000005 0.36106703390000006 0.49967066855000003 0.5089817670000002 0.52290350590000012 43.933728833200007 0.53592706805000012 0.38780276035000005 0.39167988980000007 0.40259273675000007 0.55820185025000013 0.40621538280000008 48.680511450650009 0.53321756835000012 0.43590012275000006 0.43706775245000007 44.758188263300006 45.673096293200011 47.480720532750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -6 -8 -11 -12 -13 -14 -15 -16 17 -17 -18 -20 -19 -22 23 -21 -24 -26 -27 -28 -29 -30
right_child=3 2 -4 4 6 -7 9 -9 -10 10 11 12 13 14 15 16 18 20 19 22 21 -23 24 -25 25 26 27 28 29 -31
leaf_value=-0.00032670523501528978 0.00092007664634959009 -0.057834531736646502 0.015260303182719249 0.10288591369691845 -0.01740805355479956 -0.041834481605773396 0.031158876341247373 0.024025358680522177 -0.10717665814062237 -0.1121435923640125 0.036223873514028913 -0.10695919918373964 -0.10354741745139187 0.085955269373500356 -0.081503402885742773 0.076160840159766902 -0.10375111235038825 -0.048337456904191528 0.064076125014392485 -0.10393325736339205 0.062201388272336205 -0.016703654944797225 0.055386165198486104 0.011957753104704139 -0.081402304829762601 0.086969104694230123 -0.056111511192189434 0.043282527701296009 -0.065878074467849282 0.0065221287600803219
leaf_weight=33.574211802008428 2.0008696048537504 0.27006454165288474 0.20130051395949522 0.1467139609158038 0.12215319481725817 0.37965306845725866 0.76501236623153079 0.29337169334758073 0.14461994184898685 0.17397916689515147 0.87100574879878001 0.09704247000627253 0.052976748694334552 0.1683662282337085 0.10341680879590986 0.20565458459896069 0.071820862426420606 0.16053397487848997 0.11791575004463073 0.088232348844030528 0.12734035823814338 0.14351223861393692 0.12673432274362273 0.092890279027301403 0.099549495317972747 0.08976154588162899 0.08040730225502557 0.14216103769285837 0.15590326752248984 0.45695556134171511
leaf_count=2031 112 34 21 2 24 29 18 13 20 4 24 4 25 24 47 17 21 5 8 20 11 31 55 29 31 3 22 11 33 171
internal_value=-1.06192e-05 -0.000690722 -0.0266188 0.0030855 0.0072806 -0.00589855 0.00444769 -0.0188844 -0.0660724 0.00742396 0.00241659 0.00819007 -0.00126981 0.00285894 0.00517761 -0.000832767 0.00303072 0.0210765 -0.00452079 0.000392516 -0.00518383 0.0203933 -0.00524258 -0.0444976 0.000932094 -0.0058025 0.00233197 -0.00676177 -0.00150618 -0.0118955
internal_weight=41.5241 34.0456 0.471365 7.47855 5.09803 2.38052 4.95132 0.560145 0.266773 4.39117 3.62616 3.45218 2.58118 2.48413 2.43116 2.26279 2.15937 0.637041 1.52233 1.45051 0.431387 0.270853 1.3326 0.181123 1.15147 1.02474 0.925189 0.835427 0.75502 0.612859
internal_count=2900 2086 55 814 673 141 671 57 44 614 596 592 568 564 539 515 468 64 404 383 47 42 375 49 326 271 240 237 215 204
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 2 2 2 1 0 0 2 1 0 0 0 1 0 0 0 1 0 1 1 0 1 2 2 2
split_gain=0.00771669 0.132244 0.0508522 0.0361114 0.30813 0.134818 0.233299 0.1136 0.147979 0.117518 0.226553 0.0763443 0.0737604 0.116002 0.110558 0.123073 0.0733823 0.0629959 0.0414703 0.040167 0.0957013 0.03886 0.0905131 0.0752009 0.156215 0.0992804 0.03789 0.0280348 0.264804 0.139473
threshold=41.322103772800006 41.348489042950007 41.43512228960001 0.48041974790000003 0.3447052483500001 0.34482500525000009 41.289992964000007 41.21013581150001 41.134354310300004 0.34527409360000011 0.48101853240000009 0.47976108500000009 41.061442884200012 0.34545372890000009 0.48851830785000006 0.49678153350000009 0.47943175355000006 0.36449507500000006 0.47851860725000006 0.50041914915000019 0.5025747732000001 0.34560342505000002 0.47727612945000003 0.34458549145000011 0.34500464060000008 0.47739588635000008 0.33960061075000009 40.08085804200001 40.305698932850007 39.893178577750007
decision_type=2 2 2 2 2 2 2 2 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 11 -5 -6 7 8 9 -7 -11 16 13 -12 -15 -16 18 -17 21 -19 -21 23 -23 25 -25 26 -1 29 -29 -22
right_child=1 2 -4 4 5 6 -8 -9 -10 10 12 -13 -14 14 15 17 -18 19 -20 20 27 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.016483946787635012 -0.065502832843264774 0.022920556118429639 -0.0014965057841828239 0.090070695031443243 -0.053086229576265423 -0.055829359819208613 0.074092209124261593 -0.041673872211813345 0.060405739778629279 0.085807084262921579 -0.074141259590948902 -0.040892175424513413 -0.048760111236378849 0.031004318669496208 -0.057947049189711608 0.048975793473432998 0.031422300089241247 -0.023796018819520121 -0.030166639833153208 0.048806463080691261 -0.0017105303902270165 -0.015732026101708742 0.093918085061391141 -0.07688533149047394 0.0023457688968972724 0.059316392799681129 -0.014877952312094002 -0.075665896018111287 0.0089194317225432789 0.044756713705582485
leaf_weight=0.60550040164747887 0.31694310199795594 0.89337136181342458 18.851094860391267 0.40209285914897996 0.44105701148509879 0.35636819712817036 0.4480026289035316 0.60274625584486408 0.43019629460104702 0.31760886390838905 0.19972173694986572 0.55906473487266328 0.29903322770878915 1.2421248527241164 0.36002856205231992 0.27219167503062536 0.58210547058843065 0.65193682204335246 0.62837166038661951 0.41557319345883925 6.942563472592747 0.17379945848838829 0.13280978688271716 0.39482558939435264 0.67304652390860609 0.29675466567277897 1.058955586861426 0.47994184395313544 1.6173681702275642 0.71221390732526391
leaf_count=101 11 22 1507 6 5 9 7 21 15 9 4 16 16 28 24 19 10 22 25 11 684 45 4 16 35 6 36 30 119 37
internal_value=-1.30157e-05 -0.00142038 -0.000391715 0.00131276 0.00362508 0.00142355 0.00299005 0.000852142 0.00264501 0.000853055 0.0023482 -0.00602054 0.000338957 0.00147767 0.00266743 -0.000406134 -0.0017322 0.00146159 -0.00660079 0.000266259 0.0018091 -0.0021615 0.0317636 -0.00559546 -0.0269484 0.00603115 -0.00346903 -0.000193634 -0.0104368 0.00261286
internal_weight=41.3574 20.0614 19.7445 21.296 16.1908 15.7887 15.3476 14.8996 14.2969 13.8667 13.5103 5.10523 13.1927 12.8937 12.6939 11.4518 4.54617 11.0918 3.96406 10.8196 10.1677 3.33569 0.306609 3.02908 1.06787 1.96121 1.66446 9.75209 2.09731 7.65478
internal_count=2900 1540 1529 1360 1066 1060 1055 1048 1027 1012 1003 294 994 978 974 946 278 922 268 903 881 243 49 194 51 143 137 870 149 721
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 0 1 0 2 1 2 0 0 2 2 1 1 2 2 1 2 0 2 1 0 2 1 2 2 0
split_gain=0.00786852 0.0260976 0.0513223 0.0240807 0.0607184 0.161693 0.1264 0.0788417 0.156994 0.112634 0.0409377 0.102935 0.05713 0.0756581 0.0200761 0.0349465 0.0385206 0.0190003 0.0192263 0.0616235 0.0332383 0.0890203 0.0312237 0.0268352 0.230183 0.0886873 0.0942651 0.0178522 0.0329641 0.173262
threshold=43.19689381845 43.082598263550004 0.50356276755000018 44.157169339850007 0.34632196640000007 0.49678153350000009 0.34560342505000002 0.48015029490000011 43.968221017800005 0.3447052483500001 43.45354240915001 0.52366695610000014 0.53592706805000012 43.874475754150005 44.758188263300006 0.34575312120000007 0.41367024935000007 45.154229826150008 47.480720532750006 0.41640968835000008 48.461603274950008 0.39614083410000006 47.001379125850008 0.31123319660000009 0.39672464895000009 48.988717865950008 0.36106703390000006 43.022303514600004 42.773538294100007 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 27 -3 4 6 -6 7 8 9 -2 -7 -12 -13 -14 15 -5 -17 -16 19 22 -20 -22 -19 -23 -25 -26 -27 28 -1 -30
right_child=3 2 -4 14 5 10 -8 -9 -10 -11 11 12 13 -15 17 16 -18 18 20 -21 21 23 -24 24 25 26 -28 -29 29 -31
leaf_value=-8.1427314113732114e-05 0.0056621294028424557 -0.053156871967667996 0.013911285820308936 -0.0016533310511508482 0.079332731542252968 0.033591069321284965 -0.045741149740482524 0.047335379595160182 0.064736869717372511 -0.10891224480536431 -0.058540988113659445 0.05377444681847169 -0.058641088061942362 0.038552864140220182 0.024107526786764338 -0.10359584301054439 -0.0086098025935079144 -0.10307738631186841 0.025840275316321982 0.0030752588716949753 -0.076649145159325902 0.012579712529144979 0.0014619073020131672 -0.11767891068037845 0.034232093234473779 -0.1090186584863095 0.00065004674260657968 0.021066465205584885 -0.10815402172963746 0.0049568067443835307
leaf_weight=32.221627755588038 0.17722423141901023 0.26402855636710043 0.20092351840216338 0.32957899676239311 0.38941374984642596 0.35160601440338701 0.49872154658828549 0.44247575756162405 0.18360060534178047 0.16632810888631866 0.26486329162071343 0.24174040782963857 0.16209255713926041 0.1583110178617062 0.3159359307430808 0.087743972879252397 0.083157582900085458 0.10526844472281061 0.4724444150708681 0.34531846300353664 0.1543294626171704 1.1595249478323242 0.039214131140397512 0.1669160583987831 0.58913770121034736 0.10277008675888766 0.33019873977099223 0.38587253828314416 0.17596000864615646 0.58785507165622874
leaf_count=1921 39 34 21 24 20 30 21 8 7 14 22 17 26 16 33 22 31 73 55 50 9 16 20 3 34 9 215 22 31 57
internal_value=-2.75454e-06 -0.0006458 -0.0241742 0.00297053 0.00978236 0.0234666 -0.0048308 0.0162111 -0.00991358 -0.0498081 0.00500841 -0.00714364 0.0170731 -0.0106177 -0.00186027 -0.0206817 -0.0573774 0.000631034 -0.00150946 -0.0198683 0.0015128 -0.00307927 -0.0747043 0.00175521 -0.00880075 0.00897969 -0.0253811 -0.000317987 -0.000568148 -0.0211005
internal_weight=41.1542 33.8363 0.464952 7.31792 3.03638 1.56803 1.46835 0.969629 0.527153 0.343552 1.17861 0.827007 0.562144 0.320404 4.28154 0.500481 0.170902 3.78106 3.46512 0.489801 2.97532 2.50288 0.144483 2.34855 1.18902 1.02211 0.432969 33.3713 32.9854 0.763815
internal_count=2900 2086 55 814 220 131 89 68 60 53 111 81 59 42 594 77 53 517 484 143 341 286 93 277 261 258 224 2031 2009 88
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 0 1 2 0 1 2 2 0 2 1 0 1 1 1 1 2 0 0 0 0 0 0 0
split_gain=0.00762277 0.0653505 0.045413 0.0166653 0.0561903 0.0241287 0.0671783 0.0766747 0.0377245 0.0426788 0.0298046 0.0285148 0.0262895 0.0633936 0.0431903 0.0346322 0.0745163 0.0785277 0.099823 0.0542855 0.0214185 0.0409603 0.0167252 0.0166407 0.0947776 0.0664547 0.0373451 0.0713136 0.0187266 0.012594
threshold=39.420767558750008 39.268993001500007 39.530201452500002 0.33263974130000007 0.31810424840000007 0.3459626957000001 0.48759019190000008 0.4901499955000001 0.36501901140000009 39.134693790050008 0.47612346935000005 0.34307356065000005 38.703421923500009 38.994321257850011 0.50579323975000012 36.625813070500008 0.38780276035000005 0.52266399210000014 0.39051226010000012 0.38780276035000005 0.39745815990000005 0.39772761295000009 34.542090938800008 0.54017843775000018 0.54191491270000014 0.52803808270000008 0.56369569775000017 0.54679500610000009 0.57600071855000012 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 -8 -9 12 11 -5 14 -14 -10 19 -17 -18 -19 -16 -21 -22 -23 25 -25 -20 27 -26 -28 -4
right_child=2 -3 29 5 -6 6 7 8 9 -11 -12 -13 13 -15 15 16 17 18 23 20 21 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.0095531084613198741 -0.024669768957581471 0.032294458401019736 -0.0020042286705711167 0.021204503798239217 -0.10216725149047293 -0.064796020252322797 0.07698009424314968 -0.024998242803968881 0.012269657561029363 -0.029510072750077707 0.034617687318046583 -0.016290187520392147 0.038700824154014796 -0.00090404574958094378 0.057659460902687892 -0.052114632747568806 0.074642770545474343 -0.10862917365468559 0.021181325420099345 -0.0502121213921536 0.10124262397142772 0.007648357113177501 -0.10068758824669324 0.10122409147602081 -0.055537320491922851 -0.059521113232424108 -0.10131826460488336 0.040395753827906569 0.010080191030351252 0.0019859344447102811
leaf_weight=0.13259249136330797 0.7720007131712191 0.68415058980463062 16.775388151055584 0.40009664353419794 0.068162257013057115 0.16431789591994128 0.12669753655791272 0.61971200109110203 1.3203450137407342 0.42163060194195612 0.4358397382311523 0.41137888351465501 0.6357704275539503 1.1093826531812281 0.17105192689996307 0.44854377431329329 0.11434838018249127 0.09812137286644429 0.21329705135667609 0.10496633459052873 0.035016633570194244 0.036214124922725799 0.023496305305254594 0.0923894252628088 0.12509323647827841 0.1956111991112266 0.058699408392840269 0.20361836756035245 0.020312306242792788 14.967972359609307
leaf_count=32 24 24 728 23 37 43 3 28 35 21 17 26 32 28 20 18 10 5 24 30 1 152 77 3 12 25 20 38 68 1296
internal_value=-9.47869e-06 0.00266241 -0.000705555 5.88969e-05 -0.0283793 0.000811486 -0.00169031 -1.08736e-05 -0.00162383 0.00104486 0.0135252 0.00219651 0.0036182 0.0135243 -0.00168291 -0.0111751 -0.0176664 -0.00388876 -0.012805 0.0163146 -0.0191004 0.0153744 -0.0349823 -0.0024616 0.00977268 -0.0174246 -0.0109501 0.00388783 -0.07268 -0.000122744
internal_weight=40.9862 8.47086 32.5154 7.78671 0.200755 7.58595 6.33864 6.17432 6.04762 5.42791 1.24732 0.811476 5.00628 1.74515 3.26112 1.94078 1.57003 1.12149 1.00714 0.370745 0.199693 0.0947271 0.0597104 0.909021 0.500113 0.408908 0.407723 0.328712 0.0790117 31.7434
internal_count=2900 852 2048 828 69 759 693 650 647 619 66 49 598 60 538 503 223 205 195 280 260 230 229 190 141 49 138 50 88 2024
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 0 2 2 0 0 0 0 2 1 2 1 0 0 2 0 0 1 1 1 2 0 2 1 2
split_gain=0.00688653 0.0252157 0.184972 0.185326 0.178889 0.146219 0.0536848 0.0385502 0.0282384 0.024331 0.0638428 0.0433628 0.152685 0.123121 0.0637421 0.0507818 0.142955 0.045856 0.063752 0.0390137 0.0603811 0.122323 0.0296423 0.0705268 0.0405637 0.0329053 0.0458983 0.1381 0.0273501 0.0268911
threshold=43.124157941850008 42.773538294100007 0.48368312325000012 0.47997065955000012 43.022303514600004 0.50356276755000018 0.51818807820000012 43.022303514600004 42.686561923500008 0.55754318735000019 0.56793209785000009 0.48759019190000008 0.49678153350000009 43.45354240915001 0.34581299960000006 43.45354240915001 0.36106703390000006 0.5089817670000002 0.52646627350000019 43.673409002000007 0.53839705400000015 0.5339660489000001 0.34479506600000004 0.34527409360000011 0.34632196640000007 48.680511450650009 0.39614083410000006 44.015822920550008 0.39745815990000005 44.215931556700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -4 -7 -8 -1 11 -11 13 -13 14 -2 -14 -17 -18 28 -20 21 -21 25 -24 -25 26 -15 -28 -19 -22
right_child=9 2 5 -5 -6 6 7 -9 -10 10 -12 12 15 22 -16 16 17 18 19 20 29 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00046453343456904437 -0.082255116527226044 -0.10734391399002748 -0.092433954177598088 0.070775944495764506 0.051614581553039898 0.065637834035583237 -0.079348121934928018 0.025650265379766658 0.022792642270615771 -0.10355292759871798 -0.0048029504088813674 0.090243535315153972 0.037782570228655915 0.013635755797895353 -0.0038020513958690878 -0.084732973201892103 0.056710818025301896 -0.10414899470725586 0.06107543166146772 0.0089819076216009121 0.068032316513461866 -0.10750737642754525 0.041224469836797034 -0.016781022485008509 0.022661381453926217 0.0044913255763256582 0.015853142268654623 -0.1071153519423752 0.015961988671357404 0.010213158721165464
leaf_weight=31.579660168345541 0.26172257523125075 0.16005739028098698 0.37743708252673969 0.35877455217996612 0.12695103301702382 0.095691035559866577 0.076597610179746312 0.064337754237953959 0.53084329146480413 0.070214771745838567 0.9686931142370554 0.25004555746069845 0.41036159619397938 0.21401167608588956 0.17137724901135698 0.18255905977821374 0.18035257355867873 0.074840339373849707 0.12978570404811762 0.35101826194824959 0.14026489355455851 0.12129324561465182 0.63715328508988012 0.64052563598261236 0.43975438728443805 1.682062055195235 0.18552552535402356 0.17987539517662299 0.025389595893528849 0.18859135937108817
leaf_count=1888 38 31 19 11 19 7 32 13 33 28 271 17 23 46 14 11 29 44 7 58 9 16 15 31 31 37 11 34 37 40
internal_value=-8.97669e-06 -0.000624542 -0.0145023 0.0228621 -0.0370326 -0.0537968 0.00783242 -0.0314158 -8.00513e-05 0.00272793 -0.011477 0.00501009 0.0170103 -0.000577943 -0.0512113 0.00686228 -0.00223933 0.0101911 0.00205492 0.0102135 0.00197406 -0.0209334 0.00493344 0.0148379 -0.000725028 -0.00258829 -0.0231408 -0.0446804 -0.0737233 0.0348744
internal_weight=40.8758 33.3703 1.25985 0.645783 0.287008 0.614063 0.236626 0.140935 32.1105 7.50542 1.03891 6.46651 2.0545 4.41201 0.4331 1.80446 1.3941 1.21154 1.03118 0.930953 0.801168 0.472312 3.97891 1.71743 1.08028 2.26147 0.579413 0.365401 0.10023 0.328856
internal_count=2900 2053 132 61 50 71 52 45 1921 847 299 548 291 257 52 274 251 240 211 130 123 74 205 77 62 128 91 45 81 49
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 0 1 2 1 0 1 0 2 0 1 2 0 0 0 1 1 0 0 0 1 0 0 0 2
split_gain=0.00697666 0.0536666 0.0197539 0.0620699 0.267052 0.0418267 0.194173 0.0165647 0.0467353 0.0270128 0.0247091 0.100268 0.0449054 0.0203608 0.0340635 0.201335 0.0202647 0.0385924 0.109675 0.0369994 0.067967 0.0681119 0.05864 0.0616602 0.0723064 0.0606781 0.0476946 0.0342535 0.0314522 0.0305646
threshold=39.211875820650008 39.134693790050008 39.56957118270001 0.47997065955000012 0.52215502530000013 0.39024280710000009 0.53029849405000007 0.34193587020000005 35.131296350900008 0.34307356065000005 0.47778509625000004 0.3459626957000001 0.48759019190000008 38.175120519550006 0.47512050540000011 0.34427112960000006 38.703421923500009 0.52290350590000012 0.54279811980000015 0.50300889195000009 0.36927038110000004 0.37482410710000008 0.52029879345000019 0.52266399210000014 0.52772372085000019 0.39051226010000012 0.52803808270000008 0.56369569775000017 0.54017843775000018 37.064694648750013
decision_type=2 2 2 2 2 2 2 2 2 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 -7 8 -1 -9 13 -12 -13 14 15 -11 19 -18 -19 -14 -21 -22 -23 -24 25 -25 -26 28 29 -28
right_child=2 -3 -4 4 5 6 -8 9 -10 10 11 12 16 -15 -16 -17 17 18 -20 20 21 22 23 24 26 -27 27 -29 -30 -31
leaf_value=0.055211533209362396 0.015349810521101494 0.042569008920657833 1.0672638346201431e-05 -0.081714028426881802 -0.011960607037880005 0.099202402774100307 -0.025871168491488857 0.034210397002689762 -0.037882280805680089 0.093843931015101301 0.080066041943178345 -0.055112161587881174 0.0081979016526636094 0.0039628819081096809 -0.062326087426231608 -0.11293957719495587 -0.0010609846162090578 0.080487464302835945 -0.00092752181744883231 -0.068742773831743959 0.050082257951044595 -0.052519753317846696 0.060037090702292906 -0.10669377012225878 0.087273853013412964 -0.013417675625804818 0.011981928836565323 -0.06144765398287684 0.02084124176636162 -0.049507806072449992
leaf_weight=0.066535343544378622 0.67704884543491362 0.32365360097332985 30.973113031318999 0.49074786131677672 0.51712678769399623 0.21957125190238003 0.28554185369728202 0.25127658806741227 0.28456768165551694 0.10106322169303816 0.16335479984991241 0.14103162757163534 1.8378038884147825 0.25421753704380023 0.1914387111319229 0.088159145261928584 1.0912998965941367 0.26088087020616502 0.45237993766774309 0.18755302485078607 0.1965566273247531 0.29582261910900332 0.13777109570855817 0.12549087351362676 0.062545203138142824 0.15698707793845301 0.15506382881949321 0.090273210430851014 0.44732617051980095 0.1688756756921066
leaf_count=49 12 12 2012 15 5 5 35 5 39 4 11 9 52 10 4 44 12 10 41 8 12 28 18 9 2 34 29 268 87 19
internal_value=-1.43176e-05 0.00273312 -0.000638308 -0.00981667 -0.0210785 0.00803094 0.028498 0.000944475 -0.0202407 0.0020292 0.000805086 0.00279935 0.000626039 -0.017951 -0.0325857 -0.00249699 0.00201326 0.0107617 0.0288507 -0.00207449 -0.0114007 -0.00554525 -0.0122117 -0.00334181 -0.0105787 -0.0548556 0.00295603 -0.0031652 0.0036565 -0.0200738
internal_weight=40.6951 7.53193 33.1631 2.19004 1.51299 1.02224 0.505113 7.20827 0.351103 6.85717 6.6059 5.97102 5.80766 0.634879 0.380661 0.189222 5.66663 1.80456 0.713261 3.86207 2.02427 1.83671 1.64016 1.34433 1.20656 0.282478 0.924084 0.861539 0.771266 0.32394
internal_count=2900 816 2084 72 60 45 40 804 88 716 711 649 638 62 52 48 629 63 51 566 514 506 494 466 448 43 405 403 135 48
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 2 2 2 1 0 1 1 0 0 0 1 0 1 1 2 1 0 0 1 0 0 1 0 1
split_gain=0.00701349 0.10806 0.0423312 0.0286216 0.269353 0.108152 0.199616 0.0927367 0.124483 0.0966381 0.19992 0.199459 0.0815749 0.0550159 0.0600187 0.0379393 0.136303 0.0382285 0.0391422 0.117701 0.0468412 0.123126 0.0331011 0.0820874 0.0313933 0.0317918 0.0749262 0.0427216 0.0710656 0.038223
threshold=41.322103772800006 41.348489042950007 41.43512228960001 0.48041974790000003 0.3447052483500001 0.34482500525000009 41.289992964000007 41.21013581150001 41.134354310300004 0.34527409360000011 0.48101853240000009 0.34542378970000004 0.35585760905000008 0.47976108500000009 0.47943175355000006 0.47694679800000012 0.34500464060000008 0.47470135625000004 0.34427112960000006 0.35675578575000005 38.115457128050004 0.34193587020000005 0.4622167001000001 0.42314601355000009 0.36501901140000009 0.50041914915000019 0.5025747732000001 0.36998892250000009 0.51243974730000008 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=3 -2 -3 13 -5 -6 7 8 9 -7 -11 -12 -13 14 15 17 -17 18 20 -20 21 22 23 -1 -14 -26 -27 -28 -29 -30
right_child=1 2 -4 4 5 6 -8 -9 -10 10 11 12 24 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.081254832379489939 -0.059674603235822021 0.020915898858238583 -0.001446777213029618 0.087216265849234531 -0.047195935767557387 -0.050988473750030794 0.070017936551476201 -0.037688193518158872 0.056372085050561252 0.0831284818396337 -0.11122370676998519 0.025484731290734725 -0.018944037788064274 -0.035118776498561231 0.028564284861537816 -0.042622028813156972 0.0090192558065342824 0.035227380985338841 -0.11033361748889524 0.030905756442420662 -0.010453495871810825 0.097069138048870143 -0.062378304825175007 0.051142447301903593 -0.025314136368675397 0.043836494855640222 0.021041264980511624 -0.044543876884000952 -0.040061860343657808 0.00087626026680372778
leaf_weight=0.066911320748509473 0.31277098739725318 0.88705102940574221 18.504407734453359 0.37391013838350673 0.44618615880608459 0.35113913379608952 0.42872028975507781 0.60065931441798248 0.41525720446588898 0.29810451503726554 0.15841177175752719 1.2937777855549928 0.8989143343785021 0.55152181693119917 0.57331752718891937 0.97101080851280164 1.0791107129916779 0.32926127769314906 0.11812318711287839 0.11788645866161374 0.78455184276617729 0.17163068894296885 0.083600301062688231 0.15603164627100341 0.45576251815327751 0.40483915491495182 0.87240042025223274 0.37855595815562892 0.23457027392942009 8.2307877440408852
leaf_count=54 11 22 1507 6 5 9 7 21 15 9 3 37 38 16 10 27 38 13 36 29 41 5 6 19 22 11 15 36 9 823
internal_value=-1.16292e-05 -0.00136431 -0.00042381 0.00126703 0.00334939 0.00132207 0.00276317 0.000787353 0.002439 0.00078947 0.00216412 0.000297177 0.00168064 -0.0053268 -0.00163565 -0.00610022 -0.0154399 0.00437434 -0.00240385 -0.0397848 0.00458283 0.0292533 -0.00871614 0.0114064 -0.00100302 0.000521754 0.00168516 -7.11124e-05 -0.00215373 -0.000258112
internal_weight=40.5492 19.7042 19.3915 20.845 15.842 15.4681 15.0219 14.5932 13.9925 13.5773 13.2261 12.928 12.7696 5.00296 4.45144 3.87812 2.05012 1.828 1.49874 0.23601 1.26273 0.478174 0.306543 0.222943 11.4758 10.5769 10.1212 9.71631 8.84391 8.46536
internal_count=2900 1540 1529 1360 1066 1060 1055 1048 1027 1012 1003 994 991 294 278 268 65 203 190 65 125 84 79 73 954 916 894 883 868 832
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 1 1 1 2 0 2 0 1 1 1 1 1 1 1 1 0 1 0 1 0 0 0 0 1
split_gain=0.00669624 0.0452199 0.0485228 0.112023 0.124569 0.0428936 0.162467 0.0714135 0.104167 0.0810442 0.0383562 0.0346824 0.0334206 0.081884 0.0561568 0.0360354 0.0712366 0.0808656 0.105451 0.0225544 0.0714002 0.209086 0.155729 0.0603998 0.0330931 0.217956 0.183959 0.102964 0.0692949 0.0809772
threshold=0.47577916830000005 0.47727612945000003 0.34500464060000008 0.34512439750000007 41.755948821900006 0.3447651268000001 0.3447052483500001 0.35675578575000005 0.35814795965000007 43.061965423550006 0.47778509625000004 42.131954243650007 0.47868327295000007 0.34458549145000011 0.34545372890000009 0.34458549145000011 0.3447052483500001 0.34482500525000009 0.34491482290000003 0.34512439750000007 0.34536391125000004 0.48077901860000011 0.34542378970000004 0.47961138885000004 0.34587287805000005 0.48077901860000011 0.48101853240000009 0.48181192180000004 0.48368312325000012 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 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 9 -9 -7 -3 -10 13 -12 -15 -14 -17 -18 -19 -20 21 -21 -22 -24 -25 -26 -27 -28 -29 -30
right_child=1 10 3 4 -6 7 -8 8 11 -11 12 -13 15 14 -16 16 17 18 19 20 22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.0015782678699565273 -0.038095147605901963 0.013608907709503361 0.039041988559515489 -0.069278304841544694 0.024599986811089367 -0.10363789117912037 0.077145043708478828 0.066537563978212935 -0.10217266778334261 0.019851088191181795 0.026350690585968506 -0.012174253131719263 -0.027225863422937681 -0.071298419116620798 -0.0087805891031883087 0.038025600534828494 -0.03347908105409618 0.054318624275565178 -0.014409370186443291 0.059335585752255532 -0.096577852370680117 -0.008472346321287294 -0.035848864853772908 0.009876530048818194 -0.098467991038557134 0.098308298140047545 -0.054161247056888656 0.033965370797015636 -0.039342339211285729 0.00011445601159642185
leaf_weight=4.1117913061038349 0.64489697348275743 2.0331137323519171 0.38655204430688173 0.34123070288114832 0.24129341163774143 0.16376728032260057 0.30566412385087449 0.15989544083584839 0.065081673280044328 0.078677691725033583 0.2593849790282573 0.12517751709935965 0.47951135118485666 0.29962632556566859 0.2760565528042207 0.49508033739403146 0.71359088853933172 0.36082060076296585 1.0580059162457498 0.76978582577430898 0.16900514098597597 1.1111197993741369 0.46848797552229626 3.2091862302913823 0.22702832002687756 0.18878229707479732 0.35613032844048831 0.58607205926546413 0.53391559841111558 20.157490411996822
leaf_count=351 33 41 8 10 45 51 6 10 28 12 9 26 18 30 24 7 13 7 22 24 9 23 22 68 12 2 12 12 10 1955
internal_value=-3.4711e-06 -0.000488179 -0.0168403 -0.00269567 -0.030392 0.0034181 0.00680708 -0.0218446 0.0070413 -0.0635635 0.000293751 -0.0429599 -0.000559717 -0.0203 -0.0413193 -2.59639e-05 0.000403008 -0.000219746 0.000593163 -7.9119e-05 0.00046671 0.019279 -0.000899676 -0.000271152 0.000388732 -0.000992172 2.1914e-05 -0.000835767 5.67648e-05 -0.000903677
internal_weight=40.3762 35.3662 1.61397 0.969076 0.582524 5.01006 4.41746 0.5926 0.350155 0.242445 33.7522 0.190259 31.7191 0.835068 0.575683 30.884 30.4045 29.9094 29.1958 28.835 27.777 1.88091 25.8961 25.7271 25.2586 22.0494 21.8224 21.6336 21.2775 20.6914
internal_count=2900 2416 96 63 55 484 357 127 64 63 2320 54 2279 63 54 2216 2198 2191 2178 2171 2149 47 2102 2093 2071 2003 1991 1989 1977 1965
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 1 0 0 2 2 0 2 2 0 2 0 0 2 1 2 2 1 0 2 0 0 1 1 2
split_gain=0.0079104 0.0675157 0.0396107 0.0206742 0.138156 0.0795965 0.175873 0.133099 0.0584079 0.0535905 0.0438886 0.0352383 0.0338924 0.0413888 0.0555497 0.0284942 0.0377984 0.0350678 0.0231791 0.0228973 0.0193946 0.0245035 0.0192672 0.0689557 0.0500676 0.0130993 0.0127103 0.0580131 0.117036 0.0815817
threshold=39.420767558750008 39.268993001500007 39.530201452500002 0.39078171310000004 0.52772372085000019 0.39024280710000009 0.38991347565000006 0.52029879345000019 0.50300889195000009 37.272044000450002 39.134693790050008 0.56915960600000015 38.238138001450004 37.020641110850008 0.47612346935000005 37.572218886150004 0.54279811980000015 0.55892039160000018 36.514114975300011 0.49091344570000006 36.372781240150012 34.997818021800008 0.36449507500000006 0.42314601355000009 35.616518500750011 0.62406814170000013 0.48543456785000005 0.34744468730000005 0.35585760905000008 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 -10 11 15 13 22 -15 18 -17 -18 20 -13 21 -6 23 -1 -25 -21 27 29 -29 -4
right_child=2 -3 26 4 10 -7 -8 -9 9 -11 -12 19 -14 14 -16 16 17 -19 -20 25 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.075505578144128574 -0.023442144729856618 0.033113751280458133 -0.028773628963967093 -0.1079431985586113 0.021107652561109302 0.029177690581208712 -0.062587838357427858 0.061164603880755591 -0.057973609064998856 -0.003104428532093959 -0.071861016131945968 -0.10081657108952763 -0.013290761863191025 0.0030678691877658918 0.053844793796608226 0.038847985134028928 -0.024780741416031305 0.020098006206300659 -0.050386446245980598 0.085520728145979774 0.069483688291692255 -0.10056463076924133 -0.0043482583488063933 0.0041366786353775097 0.095663832182268371 -0.10052269605804168 0.0019547746060859538 0.080262727655789998 -0.00095130154950705975 -0.0013987139224462626
leaf_weight=0.056647075827636645 0.74881034418888504 0.67300381146196731 1.1776476192626439 0.13212972133374745 0.050379154367010348 0.95841374278097635 0.44087363489961706 0.36868409175440309 0.31936669594142575 0.40214964689221233 0.083140943109128895 0.051186336955235334 0.85547219627915172 0.44734838806471078 0.41562344349222258 0.38276317375129998 0.31798551639167272 0.38481521873654856 0.1424192014833352 0.012697710367281623 0.037147600203752518 0.0246506276334717 1.3886154838110085 0.12714532465175818 0.11278039898024872 0.0053915734429854636 14.820207022223171 0.25363693118523478 0.59067727611881082 14.40502704073082
leaf_count=59 24 24 40 50 35 15 8 22 23 18 15 128 41 29 17 25 31 26 38 30 2 29 30 47 7 103 1296 9 62 617
internal_value=-3.4022e-06 0.00276954 -0.000713264 5.30977e-05 -0.00993431 0.00280658 -0.00231519 0.00359794 -0.00154706 -0.0273913 -0.00125812 0.00290666 0.00393151 0.0097134 0.027523 0.00650164 0.0135632 -0.000207595 -0.0236077 -0.0666394 0.0103903 -0.0188671 0.000593249 0.0237304 0.0471603 0.0300698 -0.000168587 -0.00208425 0.0234459 -0.00346755
internal_weight=40.1868 8.19083 31.996 7.51783 1.62471 5.89312 4.93471 4.49383 4.12515 0.721516 1.49258 1.40944 3.40363 2.54816 0.862972 1.34016 1.08556 0.702801 0.254597 0.0692756 0.112177 0.0750298 1.68519 0.296573 0.239926 0.0180893 31.2472 16.427 0.844314 15.5827
internal_count=2900 852 2048 828 512 316 301 293 271 41 462 447 230 189 46 186 82 57 104 261 66 64 143 113 54 133 2024 728 71 657
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 0 2 1 0 2 1 0 1 2 0 0 0 2 0 2 0 2 0 0 2 1 1 1 0 0
split_gain=0.00777828 0.0153281 0.0652314 0.0425788 0.0563779 0.0411277 0.0262761 0.0165065 0.0141825 0.0140999 0.0851021 0.0549669 0.0397465 0.00985449 0.0919997 0.102116 0.0445882 0.0439595 0.038619 0.0511682 0.15726 0.0256707 0.0580158 0.0889748 0.0360137 0.0316956 0.0218032 0.0202234 0.016683 0.0906661
threshold=35.461062230100005 0.49850303880000008 0.36597706655000006 35.337501601400007 0.35814795965000007 0.51243974730000008 34.176526048000007 0.34392682850000006 0.51484985480000012 36.372781240150012 0.36543816055000006 0.50356276755000018 0.38780276035000005 37.858673296900008 0.49850303880000008 0.50041914915000019 0.50449088350000015 37.511241581900002 0.52290350590000012 37.272044000450002 0.52975958800000011 38.703421923500009 0.4901499955000001 0.52215502530000013 39.039757512550004 0.39167988980000007 0.45280081435000008 0.39724858540000008 0.54017843775000018 0.54279811980000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -1 -7 10 -2 -12 -13 14 -11 -16 -17 18 -18 20 -20 22 -15 -24 25 -23 -22 -19 -25 -30
right_child=9 2 5 -5 -6 8 -8 -9 -10 13 11 12 -14 21 15 16 17 27 19 -21 26 24 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0085544356923909111 0.022414350421496084 0.091782842795751995 -0.082675122158935271 0.060148014591566872 -0.10508568623172208 0.10034522899770726 0.059837334530952448 -0.10255045636286633 0.0083729028518346026 0.050000725792312663 -0.11135985628099349 0.067355836486039086 -0.10050917740172854 0.0085817313488998678 -0.066740146250499052 0.02332868115505092 -0.044313692214529909 0.062377832282052938 0.096108015473441971 -0.051170277262726382 -0.10188144409792657 0.032734110968206075 -0.075197688223482231 -0.024449877037500633 -0.00039735330664778212 -0.0020802010541776466 -0.0065287246341650318 0.0015061725022823007 0.10104189103831225 -0.02688122134750677
leaf_weight=0.032181642286239709 0.22100345751140826 0.10232743038795886 0.052382660287548788 0.069129416257055709 0.066588541575921312 0.019562605768442154 0.05562523115327167 0.022877600140141008 0.11729890071084573 0.39975826653750823 0.11526628723368049 0.038660205667838454 0.022207670357352161 0.66993856782228145 0.22057311236858357 0.77391701750457265 0.35756166093051434 0.10323862542850293 0.14257098682378455 0.12155527129878596 0.064240072036660933 0.62597710781847016 0.29349411753537424 0.25980573048536826 34.233736717098793 0.44913859244441312 0.03826388219390342 0.1157965932421483 0.078899852931499481 0.18605668531499753
leaf_count=43 20 10 10 5 15 2 12 18 197 39 3 7 54 28 4 6 12 7 10 17 30 24 18 28 2120 36 30 37 3 55
internal_value=-1.40445e-06 0.0119419 0.0274591 -0.00641979 -0.0323786 -0.00732174 0.0113625 -0.0376106 0.0215192 -0.000163938 -0.0189115 -0.0707649 0.00611022 2.63129e-05 0.00632239 -0.00268861 0.00553903 -0.00905737 -0.02093 0.00187522 0.0281854 -0.000373636 -0.0132391 -0.0311046 0.000168615 0.0181901 -0.0662871 0.030197 -0.00644379 0.0112123
internal_weight=40.0696 0.537974 0.291572 0.246402 0.177273 0.189244 0.110684 0.0550592 0.136862 39.5317 0.397138 0.176134 0.0608679 39.1345 2.33748 1.93772 1.71714 0.943227 0.724192 0.36663 0.245075 36.797 1.48819 0.818256 35.3089 1.07512 0.102504 0.219035 0.524762 0.264957
internal_count=2900 312 219 93 88 209 73 61 199 2588 84 64 61 2504 192 153 149 143 99 87 70 2312 132 104 2180 60 60 44 86 58
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 0 1 2 0 0 2 2 2 0 2 2 0 2 0 1 0 1 2 0 2 0 0 0 0
split_gain=0.00684713 0.0391595 0.0350245 0.0339889 0.0819024 0.104521 0.0891571 0.0663049 0.163125 0.0864536 0.0734404 0.0488261 0.0970006 0.106849 0.0595939 0.175239 0.124694 0.0570739 0.112595 0.0508299 0.0435231 0.0413817 0.0580659 0.0521547 0.043791 0.0600984 0.0381459 0.109148 0.0315473 0.121228
threshold=40.79983011445001 40.878805547300004 40.982542372850013 0.39513787010000007 0.53592706805000012 0.40621538280000008 0.51589772760000019 0.42829556000000008 40.036761086100007 0.54384599265000022 0.55671985870000007 40.337496327150006 40.21994457600001 40.12915366295001 0.50449088350000015 39.530201452500002 39.646013290900008 0.52215502530000013 39.091773401050006 0.51700547890000015 0.34545372890000009 0.57161462230000015 0.43808568605000003 40.166811829450005 0.57507260265000015 40.580626202750004 0.54317236010000014 0.54511840960000013 0.47943175355000006 0.4901499955000001
decision_type=2 2 2 2 2 2 2 2 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 11 6 -6 -5 8 26 -9 -11 12 13 14 16 17 28 19 -19 -16 -13 23 -23 -12 -24 -26 -7 -28 -1 -30
right_child=1 2 -4 4 5 7 -8 9 -10 10 21 20 -14 -15 15 -17 -18 18 -20 -21 -22 22 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0081306438925933741 -0.029049640888054132 0.030567750968391122 -0.0009843888571770727 0.025550398854395803 0.059730277500920782 -0.024342107359602197 -0.082873924669729371 0.087520364304015386 -0.081063830125071609 -0.05125760169229529 0.0077314462376815111 0.003911921805183469 -0.028254184161986967 0.053650571559095118 0.0093946566683395603 0.052302937536162789 -0.040085462934560979 -0.0097459793584248212 0.034936369663249707 -0.03442833370801817 0.032696104457177196 0.094598865150278239 -0.10477900078955127 0.068070317507356523 -0.067165092301412363 0.087462750615668675 0.06076573142489905 -0.032880353515904147 0.045546873699468297 -0.0041715491804244532
leaf_weight=1.8735896141090433 0.49052190883958502 0.35733368455135206 22.777819457120607 0.10635140840326629 0.25170470333978334 0.40743685675261088 0.26435861211683687 0.12244063476282452 0.36157300572017448 0.23281366204694354 0.65957003786072821 1.0868465231021667 1.015104385115136 0.41855090139870377 0.42903687234502308 0.82175797969102848 0.8531287575568739 1.2820487232260265 1.006867748161312 0.69089573522796854 1.0167161517601924 0.032906144612219634 0.081039528011629614 0.18299619987374172 0.064699916015904857 0.041104276335545364 0.265597723892256 0.23422082834805658 0.66729303998150191 1.8502402770172919
leaf_count=176 24 24 1652 14 17 22 62 8 21 39 85 28 21 12 27 26 39 57 12 29 34 8 15 12 288 13 10 38 26 61
internal_value=-1.70227e-06 -0.00108987 -0.000497051 0.00157349 -0.00747619 -0.00188769 -0.0517685 -0.00766104 -0.0242668 0.00720231 -0.000390903 0.00387472 0.00118475 0.0042053 0.00202106 0.0108509 -0.00510212 0.00085828 0.00990927 -0.0176401 0.0178242 0.0107569 -0.0278901 0.0208364 -0.0494623 -0.00709313 -0.00163118 0.0168821 0.00169461 0.00900673
internal_weight=39.9466 23.6257 23.1352 16.3209 3.30881 2.9381 0.37071 2.6864 1.26883 1.41757 1.29513 13.0121 10.9085 9.89341 9.47486 4.23061 5.24425 3.40885 2.28892 1.11993 2.10356 1.06232 0.21975 0.842566 0.186844 0.105804 0.907255 0.499819 4.39112 2.51753
internal_count=2900 1700 1676 1200 652 576 76 559 91 468 460 548 486 465 453 151 302 125 69 56 62 421 324 97 316 301 70 48 263 87
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 2 2 1 1 0 2 2 2 0 2 1 0 0 1 1 1 0 1 0 1 1 2 2 1
split_gain=0.00748012 0.0503768 0.019567 0.0694346 0.154939 0.0931525 0.0311262 0.0220781 0.111425 0.164959 0.0920084 0.0504431 0.0435362 0.0846408 0.0182673 0.0674512 0.0503577 0.0429507 0.0406418 0.0852458 0.0405792 0.0385705 0.0276577 0.104537 0.0277712 0.104659 0.376502 0.0527397 0.0386747 0.0317733
threshold=39.211875820650008 39.134693790050008 39.788107623550012 0.34524415440000006 0.50356276755000018 39.530201452500002 39.420767558750008 40.21994457600001 0.39135055835000004 0.41985269900000005 0.48414718120000005 40.259171735100004 40.496232821400007 40.380906245900007 0.46928235680000008 38.115457128050004 0.34307356065000005 0.42314601355000009 0.47778509625000004 0.3459626957000001 0.33960061075000009 0.35759408400000009 0.49850303880000008 0.36501901140000009 0.52215502530000013 0.38991347565000006 0.39051226010000012 37.272044000450002 39.091773401050006 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 10 -10 -4 -9 13 -13 15 17 -16 -1 -18 -20 -19 -21 -23 -24 27 -26 -27 -25 29 -28
right_child=2 -3 7 4 5 -7 -8 11 9 -11 -12 12 -14 -15 16 -17 18 20 19 21 -22 22 23 24 25 26 28 -29 -30 -31
leaf_value=-0.076671161541439783 0.018269131035735759 0.042222505327470218 -0.0048785650739698247 -0.068110721918732256 -0.006154288271189608 0.025474427330746591 -0.03813639996455262 -0.02757557253163357 -0.082285466124748172 0.021706823982148345 0.047647141229280258 -0.0035725121244407892 -0.00070829614470796628 0.054410324559777914 0.050331519466911168 -0.10305073560938516 -0.026283704347225181 0.049878767293885552 0.078201615429363103 -0.042616676108141148 -0.023786329364206323 0.025154273926527394 -0.058723901161025438 0.0030420348889624495 0.055658115165766422 -0.13657064007639436 0.0098981143206256748 0.04040681761915934 -0.044783624198689503 -0.045590134178811144
leaf_weight=0.061319685735019114 0.75635945716931319 0.31207358502922478 0.56512030555586779 0.46773758044037128 0.68245281616259468 0.69025986252657379 0.54919213364803454 0.67507925860035811 0.27702767284335994 0.33943802990550864 0.81363737455831142 0.61544162651542922 25.77504720108271 0.42603221197009589 0.21271826536394645 0.077804519557020058 0.50689036161358547 0.15872724293149079 0.14786820672452439 0.19329842060687941 0.14139059265916462 0.50368107551125252 0.28044962056446809 1.3458581955969746 0.27860005980983293 0.21127376878575921 1.9199118579488665 0.52516022181134747 0.15580836151275423 0.10905703535080458
leaf_count=68 18 12 26 19 30 36 17 12 21 37 24 36 1784 24 6 14 13 19 11 11 35 24 13 54 12 8 241 27 8 240
internal_value=8.73719e-07 0.00293225 -0.000640676 -0.00813736 -0.0164954 -0.00393373 -0.0204152 0.000159159 0.0103163 -0.0250253 0.0261181 -0.000578001 0.000101636 0.0201463 0.00113697 -0.0185895 0.00249283 -0.00040808 0.000845626 0.00327054 0.0151739 0.00126443 0.00285589 0.000528703 0.00418435 -0.00235302 -0.00909825 0.0135296 0.00322867 0.00691562
internal_weight=39.7747 7.14189 32.6328 3.146 2.38964 1.9219 1.23164 29.4868 1.99522 0.616466 1.37876 27.4916 26.8165 1.04147 6.82982 0.439242 6.39058 0.361438 6.17786 5.67097 0.300118 5.5231 5.3298 4.82612 4.54567 2.67465 2.39605 1.87102 2.18478 2.02897
internal_count=2900 816 2084 120 102 83 47 1964 108 58 50 1856 1844 60 804 136 668 122 662 649 54 638 627 603 590 509 497 81 489 481
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 0 2 0 0 2 2 1 0 1 0 1 2 1 0 1 1 0 1 2 2 1 0 2 2
split_gain=0.00793306 0.0873457 0.0320662 0.0614017 0.0642185 0.078528 0.0398609 0.087686 0.0254504 0.0742441 0.0253984 0.13872 0.250327 0.095656 0.0542819 0.107791 0.103394 0.22245 0.0501385 0.0677133 0.146604 0.120973 0.0692522 0.139621 0.128154 0.070867 0.064528 0.0871396 0.0582632 0.0575766
threshold=0.5025747732000001 0.35394149875000008 0.50041914915000019 0.36543816055000006 36.82350895510001 0.49811382890000006 0.49588335680000006 42.049402686800001 0.48851830785000006 0.48607826115000008 42.541806567400009 42.178283198950005 0.34545372890000009 0.48119816770000007 0.34608245260000009 0.48320409570000006 0.35585760905000008 40.660558922250004 0.32600820335000008 0.48041974790000003 0.34548366815000003 0.34515433670000012 0.47886290830000006 0.34500464060000008 40.496232821400007 39.56957118270001 0.31810424840000007 0.41254752850000004 41.558544840500012 38.386256906100009
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 -8 9 10 11 14 -13 -12 15 18 -16 -18 26 20 21 22 23 24 25 29 27 -1 -21 -20
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 13 12 -14 -15 16 -17 17 -19 19 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.073264567761748042 -0.07664059010891866 -0.0010171005395353953 0.026135199895209883 0.015198195238793639 -0.011716727211732865 -0.11097634455013966 -0.006787011295595927 0.044444004689273425 -0.011449404917899924 0.023561747178998196 -0.00050736883519661284 0.0019511638983201842 -0.11010134798418481 0.034708003005153545 0.042650522554821435 -0.032606607661784227 -0.10705184041502024 0.044690190766654272 0.0090340617792238273 0.021335074967991821 -0.0535805944863645 0.023025823435816998 -0.035397996862797224 0.043387824788505835 -0.04521526633731264 0.033500347940928751 0.059206602973779367 -0.042130394691044314 -0.0047010944494991795 -0.035353857973150049
leaf_weight=0.096405214294420172 0.1542737479248889 15.275466626810795 0.50214231318682223 0.16977496479012355 0.16073096764729033 0.15810610076650278 0.68785016032052115 0.6496061822399497 1.6969826278218523 1.3947422631317739 4.6969256599159612 0.50599238838022209 0.32900854552735836 0.92290501963384475 0.74426009888708655 1.0557837616652239 0.16977480373139631 0.22417693378520198 0.64536469075769554 2.0082653323188429 0.614220491494052 1.4202437406457589 0.89883309361175623 0.51991295011520477 0.84810458025367541 0.51160046887343913 0.32573847273152978 0.20373516154427307 1.5025385967455802 0.53404129049295079
leaf_count=38 9 1781 25 10 40 10 31 12 45 26 322 46 26 26 34 18 34 14 58 41 26 43 20 19 40 17 24 28 20 17
internal_value=-1.35547e-06 -0.00177322 0.00112848 0.00059855 -0.0344834 -0.060938 0.00133718 0.018096 0.000312277 0.00130171 -0.000351678 -0.0027552 -0.0422 0.0052758 -8.24365e-05 -0.00219966 0.0207228 -0.0207035 0.000969767 -0.000835803 -0.00729695 -0.002011 -0.0109953 -0.00382499 -0.0134924 0.00241787 0.0283849 -0.00506548 0.0101922 -0.011065
internal_weight=39.6275 15.4297 24.1978 23.6956 0.488612 0.318837 23.207 1.33746 21.8696 20.1726 18.7778 13.158 0.835001 5.61983 12.323 11.1848 1.13821 0.393952 10.129 9.50313 5.99232 5.3781 3.95786 3.05902 2.53911 1.69101 0.625879 0.30014 3.5108 1.17941
internal_count=2900 1790 1110 1085 60 50 1025 43 982 937 911 563 72 348 491 409 82 48 391 301 240 214 171 151 132 92 90 66 61 75
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 1 0 2 2 0 1 2 0 2 2 2 2 2 1 1 0 2 1 1 0 1 1 0 2
split_gain=0.00810417 0.0578901 0.0264018 0.0164756 0.0428796 0.0235923 0.0332749 0.12982 0.0375467 0.0398216 0.092465 0.0557836 0.0328228 0.0292117 0.0279356 0.0810131 0.0586319 0.0788377 0.0266697 0.0593927 0.07034 0.0422044 0.033511 0.0264178 0.0283195 0.0468563 0.0238374 0.0155627 0.0185168 0.0144034
threshold=39.420767558750008 39.268993001500007 39.530201452500002 0.34193587020000005 35.818873074050011 0.50109278165000015 0.39024280710000009 0.52215502530000013 39.091773401050006 39.039757512550004 0.52290350590000012 0.39051226010000012 38.592454371550012 0.52324780695000006 36.372781240150012 37.797539186950011 35.461062230100005 35.131296350900008 38.238138001450004 0.39410496695000002 0.39772761295000009 0.54910032635000017 38.771633980050005 0.40850573335000007 0.44751654140000008 0.56369569775000017 0.49091344570000006 0.36927038110000004 0.51700547890000015 35.131296350900008
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 14 12 -8 9 10 -9 -12 27 -13 16 -16 17 -5 19 -15 -21 -22 -20 -23 -25 -26 -27 -7 -29 -1
right_child=2 -3 -4 5 -6 6 7 8 -10 -11 11 13 -14 18 15 -17 -18 -19 22 20 21 23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.05031592056444617 -0.019385400462628689 0.031456840499429622 -0.00027154661514151222 -0.038413192905424734 -0.060964796114995057 -0.013730653021029372 0.09678413752182842 -0.10797176193836443 -0.036337740231115183 0.024750349948665179 -0.10681426750513959 0.064715358478586726 -0.030721205661012371 -0.10325558091435715 0.04382173490316929 -0.00015268215284540399 -0.054649908256889958 0.073739944802480667 0.03147065402747997 0.053484980555511707 -0.081024542065589567 0.10076890905406813 -0.012228343367902079 -0.076117859792557641 0.074369265613416766 -0.10098090103710376 0.041997248334337628 0.028575989903222021 -0.0053996868301801294 -0.0097868113052071957
leaf_weight=0.062986925517578451 0.7399908732779491 0.64980858295166388 30.867488183650909 0.12282369349063094 0.14966875305481153 0.74041776102967582 0.14505330327256194 0.082800447795308263 0.26259437493672511 0.63087344142263635 0.046448113324004114 0.076376892560801823 0.65353968829731446 0.068368836642406394 0.638363718464383 1.2188388150048615 0.19160514953932761 0.12799259685220932 0.42296742496967354 0.1467342066537185 0.10795979964086655 0.021871833130717278 0.29992349002566243 0.053372699838958537 0.058380264618790534 0.036383161100168621 0.017160362464838014 0.25442665407899767 0.43409787202836014 0.10865548253059387
leaf_count=49 24 24 2024 43 32 13 12 3 25 9 5 3 15 19 27 47 10 10 51 26 45 1 28 85 8 92 111 21 31 7
internal_value=-5.53355e-06 0.0028745 -0.000719038 0.00028797 -0.0218438 0.00132468 -0.00284018 0.00499216 -0.00071689 0.0038027 -0.00538259 0.000881978 -0.0121573 0.00470198 0.00958288 0.0149623 -0.0129991 0.018819 0.000984881 -0.01652 -0.0030995 -0.0312326 0.0133402 -0.00251236 -0.0161784 0.0124047 -0.0551573 -0.00366699 0.00715516 0.0122688
internal_weight=39.438 7.83049 31.6075 7.18069 0.321311 6.85937 4.55975 2.47727 2.33222 2.06962 1.43875 1.35595 2.08248 1.3095 2.29962 1.8572 0.442421 0.250816 1.23312 0.510231 0.441862 0.295128 0.722891 0.187168 0.165296 0.111924 0.0535435 1.42894 0.688525 0.171642
internal_count=2900 852 2048 828 88 740 603 523 511 486 477 474 80 469 137 74 63 53 466 387 368 342 79 297 296 211 203 65 52 56
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 2 1 0 1 2 2 1 2 0 0 0 2 2 0 0 2 1 1 1 1 2 2 0 2
split_gain=0.00747381 0.0476464 0.033662 0.036401 0.0549809 0.0318362 0.0418899 0.0291462 0.0339414 0.0247631 0.0445081 0.0767633 0.0347116 0.0235338 0.0113129 0.0160626 0.0139323 0.0103929 0.0261591 0.0664989 0.0695742 0.0282933 0.0177425 0.0174933 0.0334722 0.0171178 0.0146462 0.0213225 0.0653618 0.0354406
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 36.072790850000011 35.818873074050011 0.36597706655000006 0.51243974730000008 0.31810424840000007 35.461062230100005 35.337501601400007 0.35814795965000007 33.96174662340001 0.51484985480000012 0.51700547890000015 0.52029879345000019 37.020641110850008 37.737818700150008 0.52324780695000006 0.54384599265000022 38.052786106700005 0.45280081435000008 0.36543816055000006 0.36730936200000003 0.37401574800000009 38.238138001450004 38.703421923500009 0.54017843775000018 39.039757512550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 7 -6 -9 -1 11 12 13 -11 -10 -16 -17 23 19 -19 -21 25 -22 -2 -25 -20 -23 28 -28 -29
right_child=17 -3 -4 4 5 -7 -8 8 14 10 -12 -13 -14 -15 15 16 -18 18 21 20 22 26 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.023773294930125463 -0.0192598670318187 0.0623879029284123 -0.057444644361685074 0.10099950591160847 0.081474043280370445 0.08822904884743743 -0.082494050718738013 -0.067104581648298953 0.10030002843808611 -0.071085105029277951 -0.10812579099547162 0.10022714641961375 -0.10445510788584488 0.036069146516861474 -0.10124316541990895 0.10041405209723074 0.0082645417120902412 0.034335715223382024 -0.0064417104697843371 -0.10417671628459309 -0.018460444977087553 0.020278154635269094 0.056406525097252747 0.033283313542539654 -0.024332951449110327 -0.044208327498372016 -0.035629428551879824 0.018434492832526139 0.031467919721063574 -0.00042347735060292984
leaf_weight=0.10570481675404481 0.70648591760096635 0.14108557903966457 0.092013714293347704 0.079909099160431651 0.051836360013112398 0.044288040925877681 0.0538856473132725 0.057973031856818125 0.017016444355249405 0.03348513519486046 0.061215868881845381 0.047445127736864379 0.060140351385332025 0.052838490116073444 0.011133495779176883 0.019969294779002666 0.091982757264550435 0.61181611917709045 0.25193676389608233 0.080124232041725918 0.071734252362595896 0.35197541608874772 0.056654701172399236 0.21927320212125778 0.18666913058937684 0.22919297411988959 0.52748131544268773 1.0268586039164649 0.20031663636063612 33.796742731954623
leaf_count=19 12 12 24 6 6 11 18 11 2 47 7 4 15 15 4 2 205 33 11 14 22 36 27 2 46 37 41 60 31 2120
internal_value=-4.82412e-06 0.00843526 -0.000206451 0.0064702 0.0261944 0.00902153 -0.00252547 0.0147173 -0.00275301 -0.0169254 -0.0337879 -0.0103199 -0.0461303 -0.00549624 0.0238751 0.0133095 0.0247016 -0.000229921 5.48567e-05 0.0177142 -0.0310562 -0.000343294 0.0145764 -0.00975424 0.00678896 -0.0244324 -2.04837e-05 -0.00022145 -0.0171618 0.000132596
internal_weight=39.3392 1.02192 0.880838 0.788824 0.427994 0.348085 0.303797 0.249911 0.198075 0.36083 0.255125 0.193909 0.146464 0.0863236 0.140102 0.123086 0.111952 38.3173 37.2048 0.820329 0.208513 36.3845 0.128389 1.11243 0.405942 0.48113 35.9034 35.5514 0.727798 34.8236
internal_count=2900 408 396 372 265 259 248 230 224 107 88 81 77 62 213 211 207 2492 2432 96 63 2336 49 60 48 48 2288 2252 72 2180
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 0 0 0 0 1 2 0 2 2 1 2 2 2 2 1 0 1 2 0 2 1 1 0 0 0
split_gain=0.00704315 0.0497032 0.0695491 0.113564 0.0371734 0.0475634 0.0469485 0.0359824 0.0846881 0.0239784 0.0231333 0.158928 0.0694801 0.0449315 0.0473671 0.210759 0.256206 0.112853 0.151168 0.106346 0.0939016 0.127345 0.110177 0.0871324 0.206811 0.066937 0.161668 0.117649 0.0663109 0.129199
threshold=0.35877668335000007 0.35165114815000004 42.297164883650005 0.35585760905000008 0.49678153350000009 0.49128768600000011 0.4901499955000001 0.48543456785000005 0.48368312325000012 0.36106703390000006 39.468990633150007 0.47886290830000006 40.166811829450005 40.532725462000009 0.34479506600000004 40.922041107600009 41.590548329450009 40.79983011445001 41.261521012900012 0.34488488370000009 0.47577916830000005 0.34193587020000005 48.315732392000008 0.48271009850000007 41.322103772800006 0.34587287805000005 0.34569324270000007 0.48041974790000003 0.47760546090000006 0.47905751325000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 10 -2 11 -1 -12 -14 15 -15 -17 -16 -19 -20 21 22 -18 24 -21 26 27 28 -26 -30
right_child=9 2 -4 -5 -6 -7 -8 -9 -10 -11 12 -13 13 14 17 16 20 18 19 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0013515068387914683 -0.029079974948109474 0.085511795077943389 -0.0084796433094655645 -0.00076609673815033628 -0.027032317384824457 0.022584252055071932 -0.031551382955541912 0.011800997595566126 -0.036847960391597358 -0.0010356054694228797 -0.022623292811353893 0.092308647304951419 0.02502458937501463 -0.079229861034724958 0.032270572297310805 0.0622580881947912 -0.076859988493747186 -0.042427619224431633 -0.040971980514723776 0.074268747628610132 -0.050196130871619886 0.043172539433774658 0.0016489956056392335 -0.033508411427753008 -0.015212229585468915 -0.023112600869401097 0.034987839908915755 -0.057586255556804633 0.059375227179509139 -0.009645467498396473
leaf_weight=1.2476363328635702 0.31063296346200076 0.31822166971869559 0.42616081815504003 0.29305608108458892 0.49268551895147439 0.9529335459228595 0.46892659645527501 2.4500756863271809 0.63994048698805173 16.46322662182336 1.3450373977980223 0.21194869675673533 0.74811648166769273 0.25792764135348978 0.76227548870519868 0.86456331461613434 0.1970030361466385 1.0988012162561061 0.64713919241330575 0.40740016708150495 0.32371583413059202 0.71451054076896969 1.9295323517317227 0.6313928305171429 1.2380166088462328 0.99003266205907436 1.2988947611479487 0.40483140514697868 0.45603242354036388 0.6691635496863455
leaf_count=134 22 25 22 31 14 22 9 42 18 1904 45 12 22 12 12 24 159 30 17 6 18 17 39 12 82 44 29 20 28 29
internal_value=-4.18132e-06 0.00115265 0.02253 0.0441488 0.000118653 0.00075699 -0.000282855 0.000467768 -0.00115758 -0.00155496 0.000231363 0.012249 -0.000939243 0.00119912 -0.000183544 0.00840365 0.0140133 -0.00446243 -0.00803317 -0.00242837 0.000833583 0.00664804 -0.00562411 0.00166351 0.00572752 0.000205698 0.00588217 -0.00777556 0.000757291 0.018328
internal_weight=39.2598 22.486 1.03744 0.611278 21.4485 20.9558 20.0029 19.534 17.0839 16.7739 16.444 1.45959 14.9844 13.6393 12.8912 4.28725 4.02933 8.60398 7.8417 6.7429 3.16476 2.84105 2.12654 6.09576 5.46437 5.05697 4.06694 2.76804 2.36321 1.1252
internal_count=2900 974 78 56 896 882 860 851 809 1926 791 146 645 600 578 269 257 309 297 267 233 215 198 250 238 232 188 159 139 57
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 0 1 0 0 2 0 2 1 2 1 1 1 0 0 0 0 1 1 1 1 1 0 2
split_gain=0.00870239 0.0235223 0.0457133 0.020814 0.0616811 0.0621262 0.0840333 0.0453842 0.0565441 0.0421037 0.0617715 0.0516116 0.0294056 0.0404228 0.0209669 0.0195369 0.151593 0.0749381 0.10947 0.0664798 0.243093 0.0527636 0.13963 0.089058 0.0441714 0.140664 0.0399677 0.0650334 0.070013 0.0398203
threshold=43.19689381845 43.082598263550004 0.50356276755000018 0.56501302355000016 42.508878681700004 40.922041107600009 40.742467179200005 0.57161462230000015 0.43808568605000003 0.5726475255500002 0.58388970390000006 41.792045663550006 0.57507260265000015 40.580626202750004 0.49091344570000006 42.178283198950005 0.42067602765000006 0.37982395740000008 0.34988473400000003 0.52511900840000014 0.53905571685000009 0.48101853240000009 0.47760546090000006 0.34542378970000004 0.34479506600000004 0.34542378970000004 0.32600820335000008 0.31810424840000007 0.41254752850000004 42.027086531450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 15 5 6 7 -5 -9 -7 -11 -12 -10 14 -14 26 17 18 21 -19 -21 22 24 -24 -17 -26 27 28 -1 -28
right_child=-2 2 -4 4 -6 9 -8 8 12 10 11 -13 13 -15 -16 16 -18 19 -20 20 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=0.065795747920792014 0.0031850525537984115 -0.052585680121045621 0.012120683822059945 0.028809667073113006 0.06768760407555699 0.017719243189691935 0.096422451829580258 0.093478442472067449 -0.10455552756029554 -0.1039116374364622 -0.10364986584580294 0.029109052991389574 -0.10102930308609706 0.079930152812317745 0.029569787547640128 0.022485982279820071 -0.067327152398293108 0.06842561221464484 -0.05577421174890599 -0.078621554116631284 0.084393647255341958 0.010208250435053929 -0.0059057652032754645 -0.10768024586252718 -0.065324872209890708 0.030513188634514139 -0.0013017908855411794 0.057333942681540496 -0.040851191560218325 0.017242263005744739
leaf_weight=0.088500416750323718 7.0490560896759318 0.24387572639911681 0.19768250800518672 0.30001566042637995 0.17355995040536232 0.13738449866650626 0.12492470339441297 0.029596809356601056 0.071798970565193798 0.11932855013900223 0.040283834152937459 0.10723516234352104 0.043945370293778513 0.028399198172337492 0.017067068240606331 0.55639788271733681 0.38014650224616264 0.26583452083286818 0.40792031548688079 0.18333592101544127 0.18257721509144176 1.8906054008984936 0.13909224691815314 0.22516413935954915 0.3001952887140078 0.31264331302509163 23.69044742519009 0.31240281747705012 0.20220140942683429 1.2174737403838651
leaf_count=38 814 34 21 44 37 13 18 10 14 18 39 42 125 11 163 44 34 9 33 32 10 40 20 29 31 17 1070 24 28 38
internal_value=4.43707e-06 -0.000696417 -0.0236171 -0.000375615 0.0125778 0.00320032 0.0231969 0.00455946 -0.0335703 -0.0272595 -0.0504165 -0.00714416 -0.0568953 -0.0186234 -0.0644967 -0.000884936 -0.00670703 -0.00154445 -0.00680533 0.0303667 0.00271704 -0.000971562 -0.0147549 -0.0688174 0.00208741 -0.0164325 0.000220535 0.0256574 -0.00838391 -0.000395376
internal_weight=39.0391 31.99 0.441558 31.5485 1.19354 1.01998 0.615748 0.490823 0.190807 0.404232 0.266848 0.147519 0.161211 0.0894116 0.0610124 30.3549 4.84391 4.46377 3.83202 0.631748 0.365913 3.4241 1.53349 0.364256 1.16924 0.612839 25.511 0.603105 0.290702 24.9079
internal_count=2900 2086 55 2031 534 497 385 367 323 112 99 81 313 299 288 1497 299 265 214 51 42 181 141 49 92 48 1198 90 66 1108
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 1 2 1 1 1 1 0 2 0 2 0 2 1 0 1 0 2 0 0 2 0 0 2 2
split_gain=0.00739461 0.0209471 0.0587743 0.0359935 0.140713 0.108461 0.0568894 0.0447968 0.124596 0.0433508 0.0828059 0.0554232 0.0386958 0.0704112 0.0479928 0.0701295 0.0431326 0.0278253 0.0612396 0.21261 0.0697147 0.0209119 0.0191693 0.162448 0.170007 0.15721 0.133677 0.0399155 0.0365722 0.0220352
threshold=43.124157941850008 0.55754318735000019 0.56793209785000009 0.48759019190000008 0.49320379630000005 43.45354240915001 0.34581299960000006 43.45354240915001 0.36106703390000006 0.38398550940000004 0.39135055835000004 0.39167988980000007 0.55335169605000012 44.215931556700006 0.53321756835000012 45.33565396960001 0.5317655160000001 44.015822920550008 0.34560342505000002 0.48015029490000011 0.3447052483500001 0.52975958800000011 42.773538294100007 0.48368312325000012 0.47997065955000012 43.022303514600004 0.50356276755000018 0.51818807820000012 43.022303514600004 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=22 3 -3 5 -5 6 -2 -6 -9 -10 -11 -12 13 -13 15 -15 21 18 19 20 -7 -17 29 24 25 -24 -25 -28 -29 -1
right_child=1 2 -4 4 7 17 -8 8 9 10 11 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=-0.00053413758887807734 -0.078980235330042947 -0.10323910799829944 -0.0042250012789745708 0.09059285603221201 0.035590864172397034 0.03610079563021705 -0.003794625019036494 -0.080512350428881316 0.047668723951754949 -0.071123367594369685 0.10115532459319787 0.0222705835679037 0.057817420099821819 -0.10498807380639491 -0.10211640355779349 -0.10053392919962625 0.09447675866029516 0.00040856260416854387 -0.016225868916231487 0.10381695528868891 -0.055298069139974218 0.041890400838549925 -0.10696119388776995 -0.0896543371692375 0.069326233809541449 0.049150243046732628 0.060501543365215342 -0.076411423811512919 0.027658054672933571 0.020314232868913942
leaf_weight=29.81263189363494 0.24855601230598878 0.063905893204434738 0.96861638903527592 0.22518643764669821 0.4100376638380111 0.15043240231419508 0.16910836854282252 0.1763931588611739 0.23864188522929886 0.13958629696207936 0.064613047987222672 0.36920005315823801 0.11489501811684022 0.052617835751924247 0.095719155037564008 0.023872698651338453 0.057065026485361159 3.0070114600328424 0.30624795121570969 0.27502509579062462 0.18743231488497258 0.01814494316931814 0.14542267804941722 0.35161251379759051 0.3432762895245105 0.11593465096951316 0.090241850615711883 0.068875820003782451 0.066247099524190389 0.51572890894357115
leaf_count=1888 38 28 271 10 24 33 14 12 51 16 2 38 13 23 38 57 4 142 17 3 10 3 31 19 11 19 7 32 13 33
internal_value=2.23504e-07 0.00285357 -0.0103533 0.00500789 0.0161602 -9.09223e-05 -0.0485383 0.00664108 -0.00214701 0.00962379 -7.9083e-05 0.0123772 0.00453565 -0.00539237 -0.0466711 -0.0116865 0.0378613 0.00506292 0.0202899 0.038536 -0.0146032 -0.0390293 -0.000666461 -0.0131623 0.0230581 -0.0377122 -0.0511189 0.00900379 -0.025389 -0.000179614
internal_weight=38.8723 7.36231 1.03252 6.32979 1.98597 4.34381 0.417664 1.76079 1.35075 1.17436 0.935714 0.796128 0.731515 0.61662 0.24742 0.151701 0.0990827 3.92615 0.919138 0.61289 0.337865 0.0420176 31.51 1.18161 0.604634 0.261357 0.576977 0.225365 0.135123 30.3284
internal_count=2900 847 299 548 291 257 52 281 257 245 194 178 176 163 125 87 64 205 63 46 43 60 2053 132 61 50 71 52 45 1921
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 0 0 0 2 0 1 0 1 0 1 1 1 2 1 2 2 0 0 1 0 0 0 1 0
split_gain=0.00736633 0.0451416 0.0173066 0.016477 0.0404068 0.0195603 0.0212445 0.0929853 0.0242428 0.0229228 0.027078 0.155468 0.0223742 0.0854003 0.0308798 0.0455368 0.131124 0.0507402 0.035425 0.0484499 0.0444799 0.0255577 0.0275302 0.0718012 0.0584153 0.0430252 0.0818472 0.0405421 0.025503 0.0402673
threshold=39.211875820650008 39.134693790050008 39.344049039350004 0.34193587020000005 35.818873074050011 0.34307356065000005 0.47778509625000004 0.47868327295000007 0.48661716715000009 38.175120519550006 0.47512050540000011 0.34427112960000006 0.49850303880000008 0.36501901140000009 0.49967066855000003 0.36597706655000006 0.36927038110000004 0.37482410710000008 38.703421923500009 0.38733870245000007 38.994321257850011 38.441102963850007 0.52266399210000014 0.52772372085000019 0.39772761295000009 0.54017843775000018 0.54279811980000015 0.54910032635000017 0.40850573335000007 0.55892039160000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -8 -9 10 11 -7 -10 -14 -15 -16 -17 -18 19 -19 -20 22 -21 -24 -25 -26 -27 -28 -29 -30
right_child=2 -3 -4 5 -6 6 7 8 12 -11 -12 -13 13 14 15 16 17 18 20 21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.012327751313925207 -0.023626199211960838 0.040580796229805843 -0.00040417332517080794 0.031062248960682628 -0.059119998629341364 0.091041727984081985 0.10092946803993399 -0.03663241281680895 0.022290111456698139 0.006376328130374323 -0.060174174107701761 -0.11023863889858572 -0.054898448104964137 -0.035234036564317561 0.027047424157984491 -0.10477977763038895 0.051852192372336861 -0.059720203014298201 0.033434170232528537 0.034297873502841636 -0.0011981522493611293 -0.043134826732130281 -0.05410172784401527 0.046502064218955926 -0.10135365765149913 0.086441506851626895 -0.090660054226596357 0.10072871435339631 -0.10269774011350347 0.0082271968440697351
leaf_weight=0.16980076507269259 0.32423180971364018 0.30497019287975025 31.514887186447254 0.22864561900496472 0.1482751516487042 0.082019747700541018 0.095649021328426787 0.16206880041269744 0.52128740110492788 0.24382951337351244 0.18085625790990889 0.072113608221636677 0.26306989055592556 0.19406989056551527 0.79886736464686636 0.11429599602706764 0.20903387353610048 0.17530781903769854 0.57484430079227866 0.20797479892689807 1.0450520556912435 0.14518204141382529 0.23193365500354446 0.26987024111440405 0.048880910439947911 0.082208984320459422 0.073724551334976213 0.020745066925883293 0.041866722871879869 0.14989407373349176
leaf_count=56 24 12 2060 5 32 4 6 13 27 10 4 44 13 5 9 8 15 20 32 24 27 27 41 25 21 10 18 1 37 270
internal_value=-3.86396e-07 0.00297285 -0.000640653 0.00122218 -0.0209785 0.00235505 0.00126194 0.00320469 0.00145104 -0.0169494 -0.0339275 -0.00313032 0.00264531 0.00044153 0.00376249 0.00556885 0.000508551 0.00418136 0.000932832 -0.0104352 0.0110916 -0.0036442 0.0014426 -0.00599172 0.0102459 -0.0132 -0.0015047 -0.026764 -0.00459651 -0.0159908
internal_weight=38.6955 6.85634 31.8391 6.55137 0.318076 6.23329 6.00465 5.42583 5.33018 0.578819 0.33499 0.154133 5.16811 4.64682 4.38375 4.18968 3.39082 3.27652 3.06749 1.44759 1.6199 1.27228 1.1271 0.919124 0.687191 0.41732 0.368439 0.28623 0.212506 0.191761
internal_count=2900 816 2084 804 88 716 711 649 643 62 52 48 630 603 590 585 576 568 553 494 59 474 447 423 382 357 336 326 308 307
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 2 1 2 2 1 0 0 0 2 2 0 0 2 1 1 1 1 2 2 0 2 1 0 0
split_gain=0.00718606 0.0410555 0.0299477 0.0364926 0.0509723 0.0262244 0.0354112 0.0260764 0.0391669 0.0258312 0.0366557 0.0256584 0.0161294 0.0111843 0.00973104 0.0277579 0.0569152 0.0630697 0.0213246 0.0162058 0.014579 0.0283867 0.0131857 0.0121793 0.0156881 0.0538626 0.0219656 0.0262176 0.0104698 0.0981108
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 36.072790850000011 35.818873074050011 0.31810424840000007 35.461062230100005 35.131296350900008 0.34392682850000006 0.50041914915000019 0.51243974730000008 0.51484985480000012 37.020641110850008 37.737818700150008 0.52324780695000006 0.54384599265000022 38.052786106700005 0.37401574800000009 0.36543816055000006 0.36730936200000003 0.45280081435000008 38.238138001450004 38.703421923500009 0.54017843775000018 39.039757512550004 0.39167988980000007 0.47778509625000004 0.47868327295000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 11 -1 9 10 -9 -6 -13 -14 20 16 -16 -18 19 -17 -2 -22 -19 -20 25 -25 27 -26 -28 -30
right_child=14 -3 -4 4 5 -7 -8 8 -10 -11 -12 12 13 -15 15 18 17 22 23 -21 21 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=0.024387625921870441 -0.018249504746244885 0.059712659299574616 -0.054469768591439295 0.10094467097314813 0.1005013791185482 0.085143478197131583 -0.078273164645345505 0.038699342833416812 -0.10742173705404134 0.041582225237926845 -0.076546400946589252 -0.035988570288382142 0.10028892526907643 0.01220364991577089 0.03407001090598237 -0.0037700754791886153 -0.10371489324123323 -0.014625798330521836 0.018833731352966673 -0.04153987754458878 0.030742388460804126 -0.023116061540594892 0.051598335966346769 -0.032241312824543726 0.028620247440032429 0.030132104755569378 0.0029556946171128188 -0.0039771450968077568 -0.038465454915222949 -0.00031754174427420939
leaf_weight=0.10587981691788032 0.69484927448116918 0.13476478575469386 0.089360874601539741 0.076106852424345561 0.030784520786255626 0.040751729998429909 0.048705268016881131 0.041187904501839512 0.057197313553388085 0.059411731716181748 0.083651746692213064 0.070978980147629045 0.016390359494835138 0.11957992969485906 0.59049171083460894 0.23722469787025868 0.070653674229788521 0.066991088534496868 0.33741162405561809 0.21799167939046615 0.21162466704845428 0.18203997804087768 0.054545827014634618 0.50457153731560822 0.57360728638013714 0.19080221424858834 7.2799733652703571 0.43297386453765796 0.69266518280028577 25.260975750027171
leaf_count=19 12 12 24 6 3 11 18 38 7 7 36 14 2 211 33 11 14 22 36 37 2 46 27 41 24 31 470 36 57 1593
internal_value=-1.6412e-06 0.00847533 0.000254981 0.00676988 0.0272319 0.0100858 -0.000592718 -0.0169894 -0.035134 -0.0126937 -0.0385238 0.0153219 0.00265114 0.0228218 -0.000221404 5.63723e-05 0.0186856 -0.0285818 -0.00035173 -0.0218571 -0.00953856 0.00583695 0.0150956 -7.41925e-05 -0.000256807 -0.0151268 4.51827e-05 0.0145987 -0.000395615 -0.00133565
internal_weight=38.5741 0.974752 0.839987 0.750626 0.403298 0.327191 0.286439 0.347329 0.241449 0.184251 0.12484 0.237734 0.206949 0.13597 37.5994 36.5109 0.782682 0.192191 35.7282 0.455216 1.08851 0.393665 0.121537 35.273 34.9356 0.695374 34.2402 1.00658 33.2336 25.9536
internal_count=2900 408 396 372 265 259 248 107 88 81 74 230 227 213 2492 2432 96 63 2336 48 60 48 49 2288 2252 72 2180 60 2120 1650
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 0 0 0 2 2 2 2 0 1 1 2 0 1 0 1 1 1 0 1 2 0 1 2 0 0
split_gain=0.00620136 0.0171249 0.0389202 0.051732 0.034344 0.0575536 0.0460579 0.112142 0.0902829 0.0868662 0.0703383 0.0628166 0.11519 0.0497193 0.0481459 0.0998844 0.05489 0.107191 0.0309335 0.0249455 0.0572508 0.0388959 0.0277493 0.0302375 0.0247087 0.0419762 0.018863 0.0165671 0.137972 0.146085
threshold=43.124157941850008 0.55754318735000019 0.58859016195000013 0.44805544745000009 0.54191491270000014 0.53592706805000012 0.48759019190000008 0.49320379630000005 43.45354240915001 43.147345722250009 43.19689381845 43.45354240915001 0.49967066855000003 0.34581299960000006 0.36106703390000006 43.933728833200007 0.5089817670000002 0.39135055835000004 0.57995269605000022 0.34479506600000004 0.34527409360000011 0.34632196640000007 0.3972336157500001 0.31123319660000009 48.852845034800005 0.53225951315000009 0.44489685935000006 42.773538294100007 0.48368312325000012 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=27 4 3 -3 5 6 8 -8 13 -9 -11 -12 -13 -2 -14 -16 -17 -18 -5 22 -21 -22 23 -10 25 -19 -4 -1 29 -29
right_child=1 2 26 18 -6 -7 7 9 19 10 11 12 14 -15 15 16 17 24 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00016732815608119892 -0.074320462005561597 -0.10211792724664351 0.057496325855510948 0.024661571159776054 0.039681859484485972 -0.045086412312178602 0.088391244923282819 0.10333482442332627 0.012165450019460587 -0.095377450633352581 0.064261440223802854 -0.11017341256144314 -0.053776435768869049 -0.003435688234955621 0.076403158713781366 0.067683388532939412 -0.10378297584799367 0.035173435838507114 -0.049379882345111231 0.037627140978334403 -0.016836598604736037 0.022315459427494081 -0.022021067840778973 -0.018054143385549472 0.063409868957867627 -0.056417757568272026 -0.0012605261881399542 -0.036550965930430897 -0.048302345424189652 0.065311252648948506
leaf_weight=30.13259126412726 0.23821901710922144 0.091025157874980556 0.059651521605871949 0.11147812314811745 0.2672275086312722 0.23856418709203797 0.20874851690314233 0.090207710862159618 1.2252878553588011 0.070485984528204315 0.16587287787115179 0.089755132760925171 0.10440801435470348 0.16925565492903161 0.21033036656081094 0.08206325623802968 0.11395649560984111 0.1117183747556254 0.11426015926690525 0.62975436286069442 0.60987051642905477 0.43453700372378989 0.54220693392424824 0.45371400739531953 0.069100992337737921 0.090629652717325371 0.65007755961016755 0.24607048728566627 0.5506212269230204 0.3290779393282719
leaf_count=1921 38 56 7 16 42 24 10 1 65 4 14 15 10 14 19 18 44 38 26 15 31 31 55 8 41 11 194 50 71 11
internal_value=-1.41877e-06 0.00263522 -0.00933073 -0.0384774 0.00461127 0.00303582 0.00504633 0.0207506 -8.98634e-05 0.00896958 0.00128906 0.0078543 -0.00287599 -0.0448765 0.00943595 0.0191732 -0.00657657 -0.0223885 -0.0128154 0.00459504 0.0138126 -0.000546963 -0.00235242 0.00399926 0.0117815 -0.00584934 0.00367789 -0.000612315 -0.0125229 0.0217307
internal_weight=38.5008 7.24241 1.02649 0.316763 6.21591 5.94869 5.71012 1.40728 4.30285 1.19853 1.10832 1.03784 0.871962 0.407475 0.782207 0.677799 0.467469 0.385406 0.225738 3.89537 1.67416 1.04441 2.22121 1.679 0.271449 0.202348 0.709729 31.2584 1.12577 0.575148
internal_count=2900 847 299 98 548 506 482 225 257 215 214 210 196 52 181 171 152 134 42 205 77 62 128 73 90 49 201 2053 132 61
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 2 0 0 0 2 0 1 1 1 1 2 1 1 2 2 0 2 1 2 2 1 2 0 0
split_gain=0.00613734 0.0344267 0.104816 0.125489 0.0552916 0.0374337 0.033701 0.0279614 0.0788475 0.0696644 0.0335053 0.0274952 0.0556807 0.0263782 0.0388473 0.0156694 0.0108513 0.012986 0.0112503 0.0103943 0.0194057 0.0454166 0.0179453 0.0214906 0.0103816 0.0556999 0.044569 0.0239991 0.0085438 0.105419
threshold=37.858673296900008 37.186372654950006 0.52266399210000014 0.39458399450000009 0.39724858540000008 0.45280081435000008 38.052786106700005 0.52975958800000011 0.51929582950000019 0.50300889195000009 34.997818021800008 0.49320379630000005 0.33960061075000009 0.31728091975000011 0.31810424840000007 0.38906020780000011 34.394321486900004 0.43166372265000008 0.43625939340000008 38.318569170500005 38.703421923500009 0.54017843775000018 39.039757512550004 0.39167988980000007 39.268993001500007 39.420767558750008 0.39051226010000012 39.530201452500002 0.54279811980000015 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 11 16 12 13 -1 -15 -10 17 -9 -19 -8 21 -21 23 -22 26 -26 -24 -27 29 -29
right_child=6 2 3 4 5 -7 19 10 15 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-0.047972813599463815 -0.032491666505430172 0.066319437832285486 -0.10494010321342365 0.10129586048327735 -0.051603089254392692 0.059478166173012506 0.014891307598757434 -0.10076285502977998 0.08338864955817113 -0.051207214730279262 -0.08407849540468855 0.0082235351416076966 -0.093496360132298839 0.10134143814847635 -0.020266510090541427 0.031729600570081715 0.058772608154221286 0.079484644981858019 -0.10022087532848778 -0.037670161752116488 0.026003021892261675 0.023375968691293669 -0.028281032517227675 -0.0035625222075117511 0.029195045406922433 -0.01849023236192383 0.0062377030079768274 0.00018669581754430264 0.0038557575685069694 -0.040518788456403013
leaf_weight=0.057923707979632311 0.32352563101289078 0.31032850022893388 0.10469522260927988 0.070729203522205353 0.078824009435251696 0.049319713888738903 0.45840785325682887 0.013465363644526912 0.11190206923856738 0.27926403935362021 0.084954183153870266 1.4036796677119125 0.085032875164953836 0.048884119223657763 0.056780407404943389 0.12353843872541859 0.028228691776360559 0.012639115886940999 0.0048092590107138003 0.39025734158602077 0.56884048914071061 0.1772097288480694 0.64945773439830634 0.43299392498691702 0.64152427786030131 0.73008783573502256 0.88204135589683119 24.980964380580239 4.5418628398091725 0.65285386027437553
leaf_count=17 24 27 8 2 30 29 48 17 12 27 97 40 54 6 37 32 23 9 121 34 24 26 14 36 24 24 34 1269 720 35
internal_value=-8.48744e-07 0.00440168 0.0254514 -0.0163267 0.0303232 -0.00885035 -0.000364308 -0.00118976 0.00164664 -0.00501299 -0.0438451 0.00279454 -0.0278568 0.00626257 0.0359936 0.0562825 0.0139476 -0.0269842 0.0299528 -6.82371e-05 -0.000266158 -0.0186066 3.92232e-05 0.0132248 -0.000360118 3.02135e-05 -0.00840054 -0.000575173 -0.000141726 -0.00085001
internal_weight=38.355 2.925 0.613897 0.303568 0.198873 0.128144 35.43 2.3111 2.16701 1.93156 0.144097 1.6523 0.248621 0.163588 0.105665 0.235441 0.0591424 0.0309137 0.0174484 35.1065 34.6481 0.567467 34.0806 1.00183 33.0788 31.5473 1.5315 30.9058 30.1757 25.6338
internal_count=2900 588 96 69 61 59 2312 492 225 181 267 154 114 60 43 44 170 147 130 2288 2240 60 2180 60 2120 2072 48 2048 2024 1304
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 0 1 2 0 1 2 1 2 2 2 0 0 2 2 0 0 1 2 2 2 0 1 1 1 1
split_gain=0.00616843 0.0365222 0.0564604 0.0504554 0.0241556 0.0377989 0.0213818 0.0128801 0.0123286 0.0107938 0.054702 0.0253769 0.0192347 0.00871321 0.0231966 0.0464833 0.0163281 0.021299 0.0128328 0.0187499 0.0976956 0.0123786 0.00844765 0.0166694 0.0109846 0.0465471 0.253239 0.128682 0.0969261 0.07956
threshold=36.514114975300011 0.36543816055000006 36.072790850000011 0.36927038110000004 0.52161611930000007 0.52877159370000015 0.3982365797500001 34.542090938800008 0.49850303880000008 0.31728091975000011 35.337501601400007 0.35814795965000007 33.96174662340001 37.020641110850008 37.663157789700008 0.51700547890000015 0.52290350590000012 37.272044000450002 38.052786106700005 0.50749977545000013 0.52898116820000018 0.36543816055000006 38.318569170500005 38.512991772500008 39.211875820650008 0.52266399210000014 0.39078171310000004 0.39024280710000009 0.34692075085000007 0.42274183410000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 11 12 -11 21 15 -15 -17 -18 19 -16 -21 -2 -20 -24 25 27 -27 28 -25 -28
right_child=13 3 -4 4 5 6 7 -9 -10 10 -12 -13 -14 14 18 16 17 -19 22 20 -22 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.042657911306992029 -0.017000677159488834 -0.054554547728934637 0.088964948448255976 0.039550279011452603 -0.1023279558604193 0.066399571726469514 0.0075101115206919235 -0.1007176363739752 0.038751395337821515 -0.067077509435705382 0.07335002692913771 -0.1049470791135878 0.031996560090779239 0.043462043581703455 0.000465436184981691 -0.042180455603224781 0.042891282798660474 -0.01964628732456887 0.013445389160295968 -0.10479475741742386 0.031508501153650323 0.0054489329970832121 -0.022257038136408332 0.0023842901371229686 -0.00053530063312439574 0.10430504989250822 -0.049424266575898261 0.027064863232374631 -0.063208578916934738 0.0191461032337744
leaf_weight=0.055314668258691413 0.695461415693164 0.17273830901831388 0.11429092775915706 0.16113197927415968 0.037983974906055096 0.044242364208912477 0.032080927632754941 0.016730963227055973 0.094317903858609498 0.031108895885474053 0.076643175441859057 0.036063778540553315 0.052949598555414923 0.35380533980060302 0.28458016701213451 0.10142035130411386 0.092716689855663503 0.13198599315356052 0.45701259543582651 0.1087651123661999 0.10180523416683429 0.37971972943648957 0.34048836885538847 0.4649035724355628 31.672583853166099 0.27758307941257943 0.28348731218460443 0.73043943755328655 0.43708476826896003 0.41974869543504667
leaf_count=13 12 12 9 32 23 10 150 63 8 52 9 12 15 23 17 4 23 34 48 14 29 48 36 24 2084 4 18 5 18 51
internal_value=-6.44628e-07 0.0080635 0.0280183 -0.0117102 0.0136205 -0.0182643 0.0160498 -0.0295865 0.00790949 -0.00363027 0.00734117 -0.0347753 -0.00466939 -0.000200576 6.24968e-05 0.0183591 -0.00887473 0.00615793 -0.000287163 -0.0162735 -0.0388957 -0.00907219 -6.15388e-05 -0.000239809 -2.11585e-05 0.00621025 0.0234281 -0.00413482 -0.0294006 -0.00849587
internal_weight=38.2592 0.925597 0.460689 0.464909 0.29217 0.131038 0.0930543 0.0488119 0.346398 0.25208 0.196765 0.120122 0.0840585 37.3336 36.2584 0.679928 0.326123 0.224703 35.5785 0.495151 0.21057 1.07518 35.0833 34.6263 34.2858 2.61325 0.980819 1.63243 0.901988 0.703236
internal_count=2900 408 118 290 278 246 223 213 109 101 88 79 67 2492 2432 84 61 57 2348 60 43 60 2288 2240 2204 120 73 47 42 69
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 0 1 1 2 1 1 0 0 0 0 2 2 1 0 1 1 2 0 1 1 2 0 1 1
split_gain=0.0057632 0.0357373 0.0593652 0.0328285 0.019754 0.0203192 0.0840954 0.0674514 0.0849307 0.053129 0.0611223 0.0851126 0.0619123 0.0214763 0.0468167 0.0436709 0.0304513 0.0223648 0.0586749 0.0457516 0.0394065 0.0279409 0.044186 0.0323193 0.0726141 0.0556131 0.0286834 0.0509585 0.0180834 0.0205759
threshold=42.852084787850011 42.718072821900002 0.34587287805000005 42.898324343550009 43.022303514600004 0.34560342505000002 0.47997065955000012 0.34491482290000003 0.34427112960000006 43.124157941850008 0.34632196640000007 0.36195024100000012 0.47727612945000003 0.5089817670000002 0.50300889195000009 0.52290350590000012 43.279086095950007 43.933728833200007 0.38780276035000005 0.53592706805000012 0.39167988980000007 0.40621538280000008 48.680511450650009 0.5339660489000001 0.43590012275000006 0.43706775245000007 44.611732354850012 0.53136133645000017 0.44922307715000004 0.45601928085000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -11 -12 -13 14 -14 -15 -17 19 -19 -18 -20 22 -22 26 -25 -26 -23 -28 -27 -30
right_child=3 2 -4 4 5 9 -8 -9 -10 10 11 12 13 15 -16 16 17 18 20 -21 21 23 -24 24 25 28 27 -29 29 -31
leaf_value=-0.00019875450931051755 0.038556554973766741 -0.058828585984118997 0.012565803814623765 -0.026744508487187374 -0.001133941603827417 -0.042889402052087883 0.041177819210121223 -0.0417220370263712 0.053341476777939906 -0.028622088688568727 0.033594322060249995 -0.1040271929311166 -0.008468346291477559 -0.076694585413557947 0.075849236893843389 -0.049724820283268446 0.061611380995199416 -0.10300752518697105 0.059796486294957374 -0.0022299557776447785 -0.103120631524089 0.10041881402952853 0.003833551722510944 -0.10178838305838241 0.084248521217457212 -0.047453695494172429 -0.1005500594410161 0.071769197181092689 0.051821697214556456 -0.0058713553871687111
leaf_weight=29.610257241440181 0.24320364762003421 0.2685832153456883 0.20564017748571928 0.24419792116076244 2.1246468910933127 0.30246427944805976 0.62043785878404367 0.33355429770845635 0.33074870773998544 0.60322795556436437 0.83402442919032216 0.059664383120776043 0.16369653521460348 0.080193318735212293 0.11017011993794767 0.12274779756626264 0.17197591549484048 0.058281403291346012 0.1002465191631926 0.32324959517688967 0.071087046233515028 0.056816112250089423 0.084591983057009656 0.073164716238196092 0.075005006976425648 0.092157092235311211 0.027876766152671095 0.044645501358900219 0.068277045211289078 0.65341756297232223
leaf_count=1899 22 24 20 44 144 25 18 33 12 32 37 14 39 46 13 17 16 21 8 41 20 5 29 29 3 31 48 5 6 199
internal_value=1.72668e-06 -0.000634929 -0.0278694 0.00237403 0.00125027 0.00215139 0.00787975 0.000472161 0.00620405 -0.00252428 0.000626828 0.00602035 -0.00341538 -0.000890591 0.0254506 -0.00431972 -0.00145149 0.00166586 -0.00477273 0.0199401 -0.000523246 -0.00537221 -0.0450045 0.00028121 -0.00602862 0.00185368 0.0472139 0.00553156 -0.00573988 -0.000413214
internal_weight=38.1583 30.0845 0.474223 8.07377 7.83057 7.58637 3.40939 2.78895 2.4554 4.17698 3.87452 3.27129 2.43726 2.3776 0.273867 2.10373 2.02354 1.90079 1.40557 0.495226 1.34729 1.24704 0.155679 1.09136 0.962021 0.888857 0.129338 0.0725223 0.813852 0.721695
internal_count=2900 1943 44 957 935 891 207 189 156 684 659 627 590 576 52 524 478 461 404 57 383 375 49 326 268 239 58 53 236 205
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 1 2 0 0 1 1 2 2 2 2 0 0 2 0 2 2 2 1 1 2 2 0 1
split_gain=0.00538286 0.109032 0.0359913 0.0344173 0.0722656 0.231483 0.029004 0.210513 0.110355 0.0704543 0.0645551 0.09319 0.0705516 0.208351 0.055334 0.0505955 0.141107 0.0475433 0.131256 0.082582 0.157668 0.146704 0.0370467 0.193813 0.0488665 0.168663 0.0635325 0.18337 0.0814643 0.0608837
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.3459626957000001 0.34575312120000007 41.919251152600005 0.49320379630000005 0.48368312325000012 0.34569324270000007 0.34545372890000009 43.874475754150005 42.049402686800001 41.872669623500009 42.233786329550007 0.49588335680000006 0.49678153350000009 43.45354240915001 0.48320409570000006 44.015822920550008 42.37975859965001 42.406961525800007 0.39167988980000007 0.3982365797500001 43.45354240915001 43.812290675100009 0.5089817670000002 0.39904493880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 10 9 -8 11 12 15 -14 -10 -5 -17 19 -19 20 -16 -21 -20 -24 26 -26 -25 -28 -29 -27
right_child=1 2 3 6 5 -7 8 -9 14 -11 -12 -13 13 -15 17 16 -18 18 22 21 -22 -23 23 24 25 29 27 28 -30 -31
leaf_value=0.0011787154378774917 -0.061702583425791019 0.019669193329881405 0.013050701263456069 0.028622587261165067 -0.077927109851766027 0.010937186819946845 -0.077005028563166766 0.046609624714496839 0.030417122238270922 -0.01281758395829328 -0.028164525923638668 0.04525633704551682 -0.10829742562426764 0.019734247428453387 0.0080847530416891626 -0.070656321922971027 0.0027712295817070528 0.073251814425961639 0.028605363021683844 0.082021138440960678 -0.054572385540311498 -0.024359217613586767 -0.12526513780952958 0.03502177017879498 -0.086588106894992245 0.085769820737482946 -0.10784498914951311 0.082721499602370574 -0.01062220231077694 -0.0026305569990375793
leaf_weight=19.207988707345155 0.29322160157523924 0.86531843007466847 0.63232193099065881 0.61837071694935541 0.53034640708938219 0.65536397239880273 0.31540699183096776 1.0356098414636106 0.54149474420756849 0.37351175403798109 0.8169213901983311 0.45595408953499816 0.22832654984001255 0.28670930659063742 0.73142271838460649 0.27968309940160896 4.0741816222594993 0.25080149341374625 0.38314575536450224 0.21853982907850866 0.89064356888411567 0.31865407041258642 0.12749461471685197 0.74201210260798711 0.24612920784601788 0.080633863806724881 0.14150563039584085 0.15045799355721101 0.24696457493030266 2.3062408984682232
leaf_count=1360 11 22 26 20 9 53 13 29 35 43 21 11 34 9 39 38 280 4 55 13 25 36 5 36 77 3 7 12 60 514
internal_value=7.7081e-07 -0.00120035 -0.000243683 -0.00121835 -0.0142507 -0.0288102 0.000275476 0.00462499 -0.0039288 -0.0422045 -0.00180678 0.0018162 -0.00179337 -0.037025 -0.000353922 0.001856 -0.0019456 -0.00279185 0.00287616 -0.0150646 -0.026319 0.0189182 -0.00111299 -0.00393041 2.1998e-05 -0.00777158 0.0160419 -0.0100902 0.0247163 0.000355802
internal_weight=38.0454 18.8374 18.5442 17.6788 1.81803 1.18571 15.8608 7.79576 8.06506 0.688919 6.76015 5.94323 5.48727 0.515036 7.37614 4.97224 4.35386 6.83465 4.67539 2.15926 1.62207 0.537194 4.42458 4.04144 3.91394 2.633 1.28094 0.538928 0.397423 2.38687
internal_count=2900 1540 1529 1507 88 62 1419 442 977 56 413 392 381 43 921 338 318 886 773 113 64 49 769 714 709 594 115 79 72 517
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 0 1 0 2 0 0 2 0 2 0 0 1 1 0 1 1 0 1 0 0 0 0 0 1 1
split_gain=0.0064068 0.0476186 0.134469 0.0545517 0.0609618 0.0604165 0.0451815 0.055299 0.171562 0.0725093 0.0296879 0.0815929 0.12373 0.0523808 0.131886 0.0339332 0.022436 0.0727017 0.0688595 0.0667886 0.0590333 0.0473721 0.0285082 0.177329 0.14925 0.102428 0.0501715 0.0324141 0.0385442 0.0881773
threshold=0.36000419150000007 0.34744468730000005 42.564639561200003 0.35585760905000008 42.049402686800001 0.48543456785000005 0.34692075085000007 0.48543456785000005 41.468518788800004 0.48368312325000012 0.50041914915000019 36.82350895510001 0.49850303880000008 38.318569170500005 0.48119816770000007 0.47727612945000003 0.34548366815000003 0.34569324270000007 0.47905751325000007 0.34542378970000004 0.34581299960000006 0.48077901860000011 0.34524415440000006 0.48181192180000004 0.47997065955000012 0.47886290830000006 0.47905751325000007 0.47868327295000007 0.34512439750000007 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 7 9 -9 16 11 -2 13 -13 15 -15 19 18 -18 22 -19 -22 23 26 25 -24 27 28 29 -1
right_child=10 2 -4 5 -6 -7 -8 8 -10 -11 -12 12 -14 14 -16 -17 17 20 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016459440453096908 0.025527623233290653 0.064205504682705916 -0.020549516777492397 -0.037368902566409033 0.019064117856512859 0.035473881446692196 -0.032149158172624488 0.045248224520968612 -0.0074181281424622082 -0.036312205682848028 -0.00032681511109437171 0.046545340242649266 -0.091757018382982058 -0.022705214280570787 -0.10354517340529562 0.045582240186809189 0.0046361789839926759 0.017998734978666029 -0.050269835198178604 0.032373522782175625 -0.02930567596113845 0.0024357374899114394 -0.015650757212847265 0.05086562946876242 -0.050108553225262344 0.058295496757567622 -0.018972373054586558 0.031146140725560229 -0.024194564629583137 0.038640743608248734
leaf_weight=5.9355620808839049 0.32365055335977888 0.59657267097261601 0.75665105985333347 0.21648565254469643 0.60009001940488815 0.24019699217751622 0.44178609324444451 1.0372462780214839 1.5321779865316782 0.59140418932656835 14.829698583281905 0.13505236857229264 0.25412965137296339 0.13641898658738683 0.14272620813000714 0.15596049930900335 0.35623466073200027 1.1931341287117905 0.63659120447118767 0.66481131435875873 0.78152739459972043 1.1802587723359463 0.43951746938771019 0.68081149691715914 0.62083669088315219 0.32645729882278829 1.4688950834417935 0.3456916484310425 0.612452821767281 0.59803106081500335
leaf_count=430 29 40 36 30 8 11 11 21 28 18 1789 7 13 37 34 6 30 26 25 23 46 21 38 17 17 9 39 12 26 23
internal_value=-4.16449e-06 0.00110857 0.0143675 0.0303472 0.0415685 0.000943518 -0.000534854 0.000200175 0.0138427 -0.00193303 -0.00152611 -0.0170193 -0.033725 -0.00785913 -0.0247457 0.0137205 -0.000649513 -0.00696842 -0.0305691 0.00159192 0.000458496 -0.0102093 -0.000263672 0.0016646 -0.0136695 0.015865 -0.0020736 0.00123972 -0.000207005 0.00204157
internal_weight=37.8311 21.8534 2.41 1.65335 1.19666 0.456683 19.4434 19.0016 2.56942 16.4322 15.9776 1.14794 0.824288 0.570158 0.435106 0.292379 15.8408 4.14775 0.992826 11.6931 3.15492 1.96179 11.0283 9.64144 1.38681 0.765975 8.96063 7.49174 7.14605 6.53359
internal_count=2900 985 125 89 48 41 860 849 49 800 1915 126 97 84 77 43 782 148 55 634 93 67 611 547 64 47 530 491 479 453
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 0 0 2 2 2 2 0 0 0 0 1 1 2 1 1 0 0 0 2 2 1 1 1
split_gain=0.00628267 0.094719 0.0586441 0.0468127 0.0256184 0.0186375 0.131784 0.0572584 0.0290071 0.126237 0.0683444 0.117331 0.107911 0.0565586 0.0701881 0.102844 0.0637343 0.109907 0.0684908 0.0407995 0.0345009 0.0326514 0.0263235 0.110572 0.106804 0.096957 0.23461 0.0847988 0.0952207 0.0737275
threshold=42.737166331000005 42.773538294100007 42.871500973550006 42.674081447500008 42.898324343550009 0.32272985840000007 0.43780126340000008 0.41254752850000004 0.47305469895000007 39.530201452500002 38.938637541200009 38.175120519550006 37.186372654950006 0.47512050540000011 0.47727612945000003 0.47778509625000004 0.47868327295000007 0.34458549145000011 0.3453339720000001 35.131296350900008 0.34392682850000006 0.34512439750000007 0.48543456785000005 0.48759019190000008 0.48320409570000006 40.660558922250004 40.166811829450005 0.34560342505000002 0.34503457980000002 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 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 6 7 -1 9 10 11 12 19 -10 21 -16 17 -17 -19 -7 -11 -15 24 -24 25 26 -18 28 -27 -25
right_child=1 2 4 -5 -6 8 -8 -9 13 20 -12 -13 -14 14 15 16 22 18 -20 -21 -22 -23 23 29 -26 27 -28 -29 -30 -31
leaf_value=0.059573009770247647 0.069712391109297528 -0.048160197249183551 0.044185022545289658 -0.031744100192109458 0.001440146879724229 0.018302667127303225 0.10241277533141949 -0.033267274258069128 0.02964266432475714 -0.1067843476404607 0.062286483037273299 -0.11214178189751162 0.064598898447049788 -0.011559816754690101 0.025695276378852779 0.022802184748560664 -0.006800701345928928 -0.10368553338921112 -0.020207889759664178 -0.10618133286271927 -0.032976538083381739 -0.044962774123905279 0.028323164228429065 -0.032771135360898283 -0.037529981780213863 0.0047888076393244744 0.072797181693557964 0.0056020074849817804 -0.039802499965566257 0.00083487082931428872
leaf_weight=0.086218069363335981 0.20410730341086392 0.23807462633834653 0.1428269974669546 0.47739809070880213 7.656657754956357 0.041763766011004289 0.13766101049259305 0.28944720653112199 0.63041127874749037 0.15365173495411 0.16332621699257288 0.093874971524130046 0.17928752221961375 0.81040841192589386 1.5212012301199163 0.22647891496308403 1.1099068288563128 0.20985815694075427 0.18486829496760038 0.071238739688869401 0.10774111162584177 0.45803532377067313 1.4399472377263016 0.68295760767068614 0.90540408632628544 0.7623384511098269 0.55567943392088626 2.032293056619892 1.2879443778110724 14.795315109895931
leaf_count=55 11 33 11 33 935 61 4 37 22 24 7 7 12 28 26 8 42 20 21 17 26 27 23 11 25 13 15 38 43 1265
internal_value=-1.31013e-06 0.0024389 0.000730546 -0.000685031 0.00222291 -0.000172628 0.0187121 -0.0119597 -0.000513679 -0.0191555 0.00805773 -0.014878 0.0163603 3.37561e-05 -0.000658014 0.000474748 -0.00111106 -0.032728 -0.0645892 -0.0601742 -0.0763622 -0.0236216 -0.000277836 0.00181785 -0.00560659 -0.000578279 0.0197551 -0.00887376 -0.0232225 -0.000647948
internal_weight=37.6563 8.24167 8.03756 29.4147 7.79948 28.9373 0.513326 0.375665 28.4239 0.810884 0.549491 0.386165 0.29229 27.613 26.9826 25.7142 24.193 0.621205 0.394726 0.113003 0.261393 1.26844 23.5718 16.9182 6.65357 5.74816 1.66559 4.08258 2.05028 15.4783
internal_count=2900 990 979 1910 946 1877 96 92 1781 154 104 97 90 1627 1605 1550 1524 49 41 78 50 55 1475 1299 176 151 57 94 56 1276
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 0 2 0 2 2 0 2 2 2 2 2 2 1 2 1 2 2 0 1 0 2 2 2 0 1
split_gain=0.00572659 0.0387175 0.109815 0.18605 0.0367691 0.0408279 0.132803 0.0621856 0.0342284 0.0291939 0.0245106 0.0681987 0.112953 0.0550373 0.145669 0.0372814 0.0486546 0.0192598 0.0694512 0.119449 0.08368 0.112043 0.0779935 0.0587585 0.0557725 0.0293731 0.134882 0.134782 0.142646 0.100656
threshold=0.36000419150000007 0.34744468730000005 42.049402686800001 0.49128768600000011 0.34692075085000007 0.48543456785000005 41.468518788800004 0.48368312325000012 40.496232821400007 42.564639561200003 0.50041914915000019 36.82350895510001 37.020641110850008 38.318569170500005 42.131954243650007 43.542456167850005 47.673928029900004 0.34548366815000003 41.678468725050003 0.3459626957000001 42.207998345450008 43.874475754150005 0.48015029490000011 0.34542378970000004 0.48101853240000009 41.061442884200012 41.24714903835001 40.532725462000009 0.47943175355000006 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 17 -3 -4 11 -2 -13 -14 -15 -16 -17 23 24 20 -20 22 -22 25 -19 27 -27 28 29 -1
right_child=10 2 9 -5 -6 6 -8 -9 -10 -11 -12 12 13 14 15 16 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023612809523941248 0.02307305602615306 0.026028984105825454 0.010793793345470053 0.094421506685671147 -0.028928966689603139 0.040680005866323449 -0.00632480724382967 -0.033870792448648566 -0.021272409291188996 -0.018401483919091157 -0.000364998607697532 -0.11112410004468685 0.04431563238101343 -0.1035923457348069 0.053780616860872849 -0.064846300805722984 0.02945610218149718 -0.00086600168716488416 0.045006178954981033 -0.025323696474137198 0.0055433315052910151 0.04007558620219645 -0.074596372330959157 0.030683093600257384 -0.038519319535583144 0.052421112683368278 -0.0001626385050010409 -0.037499972220776882 0.044898412176475513 -0.052016899303234346
leaf_weight=1.79780126336668 0.32122949509516574 0.34304101859788438 0.62866608484182485 0.37187556616845541 0.44225278544763469 0.98773092834744547 1.5354287800109885 0.57588592192041765 0.27611816255375743 0.75244746628215475 14.825865899512829 0.14559178284798691 0.13079298757758906 0.17133914784653825 0.12179927540722701 0.10394452763062434 0.11551099899224937 0.68496434931876204 0.74325591931119583 0.88631339043263313 0.25612020560856763 0.37848031885005184 0.23094270518049598 0.6588550449885141 0.92409953125752509 0.52813142516879441 6.3893676505621846 1.0575444994633469 0.66404308541677881 0.41990935680374031
leaf_count=143 29 38 12 27 11 21 28 18 12 36 1789 4 6 26 21 33 7 26 13 34 35 14 8 23 18 14 378 32 20 24
internal_value=-1.1357e-06 0.00106238 0.0131138 0.0385136 -0.000429583 0.000243744 0.012076 -0.00159962 0.00493461 -0.00511215 -0.00143819 -0.0157698 -0.0315845 -0.0135855 -0.0283595 0.00941386 -0.01521 -0.000409818 -0.00629174 0.00415471 0.0203948 -0.000739314 -0.0324552 0.0016865 -0.0224906 -7.3189e-05 0.00385198 -0.00696588 0.00423951 -0.00793488
internal_weight=37.4693 21.5333 2.37215 0.991035 19.1611 18.7189 2.52316 16.1957 0.619159 1.38111 15.9361 1.11021 0.788979 0.643387 0.512594 0.341255 0.219456 15.6198 4.10418 2.49511 1.6088 0.865543 0.487063 11.5157 1.60906 10.8568 6.9175 3.9393 2.88175 2.21771
internal_count=2900 985 125 77 860 849 49 800 50 48 1915 126 97 93 87 61 40 782 148 104 70 57 43 634 44 611 392 219 187 167
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 1 2 1 2 2 0 2 1 0 1 1 1 0 2 0 0 2 2 1 0 0 0 2 0
split_gain=0.00769767 0.0385323 0.0855363 0.0271043 0.139415 0.0495984 0.0293145 0.115415 0.0746085 0.144789 0.117842 0.0793895 0.063353 0.0473534 0.0765231 0.0576197 0.0480115 0.0378849 0.0618303 0.0720637 0.049036 0.0369529 0.0617904 0.0365622 0.0541843 0.0339526 0.0329865 0.0744893 0.0546366 0.0321169
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 42.599563320500003 0.34744468730000005 42.654057868200006 0.38398550940000004 42.871500973550006 0.34581299960000006 42.773538294100007 42.852084787850011 0.47778509625000004 43.124157941850008 0.34560342505000002 0.47997065955000012 0.34491482290000003 0.34193587020000005 0.40105086675000007 0.55754318735000019 44.015822920550008 0.56793209785000009 0.56859076075000015 43.45354240915001 43.57842012870001 0.37027334510000004 0.3972336157500001 0.54191491270000014 0.53592706805000012 43.673409002000007 0.47305469895000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 8 -8 10 -10 -7 29 -13 14 15 16 25 26 19 -19 -20 -22 -23 -14 -25 -12 27 28 -9 -11
right_child=3 2 -4 5 -6 6 7 17 9 11 13 12 23 -15 -16 -17 -18 18 20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.0605666968155349e-05 -0.025809488997327018 -0.055238084137503765 4.886340257515594e-05 -0.043511026033382041 0.049502388231602107 -0.050666507965592293 -0.1036850753738065 0.034681960538347704 0.067860300465871007 -0.0035097064636620112 0.0035074356915678765 -0.014728759583813292 0.04875185856435707 -0.029004961743039438 0.034224190348371854 -0.039694922208045068 0.033606400370165011 0.074440638835180706 -0.10260105698976058 -0.00017375105378818147 0.080134546781797877 -0.10247238136262385 -0.0015030548241125065 -0.0096921694680269163 0.057599055973018634 -0.031002117568029609 0.01939639355314118 -0.10647140276296357 -0.057273027516504885 -0.066403950203586068
leaf_weight=25.782883541762708 0.42354190938692571 0.41348716879360725 0.86576085519673285 0.24765055280755532 0.585721332778121 0.4563184443334326 0.1198390629550804 0.13015500666597324 0.48997507823150943 0.14839476213763481 1.6737785915463304 0.45957118715341483 0.51774563558865316 0.41541250773883565 0.78660273047671569 0.33942741330230664 0.4544983627856708 0.23265649554640777 0.053446866767103307 0.29177047556351088 0.049304655753076077 0.065299256682095574 0.84396031278532746 0.37561199687002045 0.17560651278029127 0.34362906613276312 0.11813460724300739 0.11939565804175345 0.1283176904594896 0.1792840730079206
leaf_count=1712 23 33 44 22 32 34 29 21 13 23 93 28 20 19 23 38 17 28 19 117 3 33 248 39 34 54 37 10 34 20
internal_value=2.06893e-06 -0.000881116 -0.0178214 0.00233955 0.0178974 0.000635736 0.00185483 -0.00831939 0.00506759 0.0195084 -0.00251256 0.00674514 0.0163205 0.00296256 0.00665348 -0.00106072 0.00424429 -0.00269633 0.00506094 0.0329281 -0.00937992 -0.00418217 -0.00875425 0.0296692 0.0117454 -0.00237065 -0.0267255 -0.0411448 -0.0109687 -0.0379213
internal_weight=37.2872 27.0621 1.27925 10.2251 1.00926 9.21579 8.96814 2.15228 6.81586 2.34619 4.46967 1.85621 1.52854 4.01335 3.59794 2.81133 2.47191 2.03244 1.53644 0.524427 1.01201 0.958564 0.90926 1.06896 0.551219 2.01741 0.496003 0.377868 0.258473 0.327679
internal_count=2900 1789 77 1111 55 1056 1034 579 455 177 278 164 121 244 225 202 164 550 448 145 303 284 281 93 73 147 102 65 55 43
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 1 2 0 2 0 0 1 2 1 1 0 0 0 1 1 0 0 1 2 2 0 1 2 2
split_gain=0.00629564 0.0314462 0.0709554 0.0244534 0.0468858 0.0543336 0.0401156 0.115501 0.116688 0.0702304 0.0558619 0.225652 0.0928216 0.200444 0.0763755 0.134685 0.0556199 0.106033 0.0632658 0.176302 0.136785 0.130778 0.0960759 0.0811037 0.155261 0.0636076 0.0664225 0.0668376 0.0659031 0.03619
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 0.32600820335000008 0.31810424840000007 0.41254752850000004 0.34494476210000008 41.24714903835001 0.47961138885000004 42.102795028150005 0.47778509625000004 0.47760546090000006 0.34512439750000007 41.289992964000007 0.34512439750000007 0.34524415440000006 0.47886290830000006 0.47997065955000012 0.48543456785000005 0.34587287805000005 0.34632196640000007 0.48218616210000004 0.4901499955000001 0.34988473400000003 41.986601436450009 41.621607100200002 0.49678153350000009 0.36449507500000006 41.840895355800008 39.039757512550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 29 10 11 12 -8 -14 -12 -16 -17 -18 21 -20 -21 -19 -22 -24 25 26 -25 -28 -27 -5
right_child=-2 2 -4 6 -6 -7 9 -9 -10 -11 14 -13 13 -15 15 16 17 18 19 20 22 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.05766068408795047 0.0021338718280254688 -0.050596037291010081 4.3977241172484743e-05 0.0035365098472826839 0.047270578649020747 -0.039804078490242721 0.040722193243907995 -0.033809032927760753 0.033072263470456144 0.038620263945237737 -0.0345098562622689 0.080413814191418798 0.024711400264134379 -0.072540556794265756 0.047113127303179958 -0.04691449131143316 0.042716022834540179 0.0003804980032913236 0.074936512080183676 -0.063254291002525762 0.044504665256890806 -0.041349021547643888 -0.050397466642434635 -0.055988403548505386 0.068817046238848975 -0.077220861360297141 0.051511090423290121 -0.00024892258356819409 -0.0003404403077901257 -0.024094979122084949
leaf_weight=0.082386689380885225 10.08116502255808 0.40665987558858663 0.86575601928493739 0.86701620731379181 0.30437356249831282 0.18707126485537628 0.3295605814354795 1.3273588671636387 0.84382253233343352 0.4912673866856484 0.66236522336839954 0.42847610870376218 0.44310413743199761 0.40622341535345186 0.58868555747904139 0.26569677621592092 0.54221690201666461 2.0707991266190251 0.31315376970451225 0.34353490127250452 0.48159096564631809 1.1783743599541621 0.32391510857269068 0.20887905858762223 0.32201624079141389 0.22197274661571675 0.25525436243333288 11.024196265824523 0.2240360267896051 1.0456830771468046
leaf_count=40 1111 33 44 68 27 28 11 40 17 50 18 8 62 21 17 18 17 40 9 5 14 29 6 18 24 36 24 995 30 40
internal_value=8.71709e-07 -0.000793908 -0.0161404 -3.65449e-05 0.0203756 -0.0100043 -0.000501183 -0.00957401 0.00209598 0.00125275 0.000363079 0.0182646 -0.00432401 -0.0218031 -0.00114923 5.40204e-05 -0.00150446 -0.000815408 -0.00220649 0.000765212 -0.00096745 -0.0147535 0.000670732 -0.00100729 0.000298006 -0.0015508 -0.000112335 0.000922408 -0.0386028 -0.0115698
internal_weight=37.1366 27.0554 1.27242 25.783 0.573832 0.269458 25.2092 4.08388 2.75652 21.1253 20.6341 1.60736 1.17889 0.849328 19.0267 18.3643 17.7756 17.5099 16.9677 13.7185 13.4054 3.24917 13.0619 12.5803 12.2564 11.9343 11.4883 11.2795 0.446009 1.9127
internal_count=2900 1789 77 1712 95 68 1617 165 125 1452 1402 102 94 83 1300 1282 1265 1247 1230 1161 1152 69 1147 1133 1127 1103 1037 1019 66 108
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 0 0 0 2 2 1 2 1 2 0 0 1 1 0 2 2 1 2 1 1 1 1 1
split_gain=0.0050878 0.0310381 0.0201128 0.0743297 0.304964 0.205127 0.112344 0.208315 0.171643 0.16992 0.101028 0.116893 0.0524963 0.0399694 0.0629664 0.0738366 0.0376992 0.0344245 0.106216 0.026383 0.118443 0.0707788 0.137653 0.0918709 0.123318 0.0249578 0.106064 0.0687287 0.11281 0.1442
threshold=0.35877668335000007 0.49588335680000006 0.52215502530000013 38.938637541200009 39.646013290900008 39.852039223600009 0.37982395740000008 0.50579323975000012 0.50300889195000009 0.48119816770000007 40.982542372850013 41.134354310300004 0.36927038110000004 38.175120519550006 0.37668033890000002 36.735256530150004 0.5089817670000002 0.51929582950000019 0.38185982460000006 0.39078171310000004 0.52366695610000014 39.091773401050006 39.420767558750008 0.39024280710000009 42.654057868200006 0.39388042275000007 0.39167988980000007 0.39584144190000009 0.39971857130000005 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 -1 3 12 -5 -6 7 8 9 -7 -8 -12 -2 14 -14 -16 -9 18 -13 21 -21 -4 -23 24 -24 26 -22 -27 -29 -30
right_child=2 -3 19 4 5 6 10 16 -10 -11 11 17 13 -15 15 -17 -18 -19 -20 20 25 22 23 -25 -26 27 -28 28 29 -31
leaf_value=0.00016312207887611595 -0.0025818105182176991 0.018092685624464679 -0.0095717392292394288 -0.097619933410939413 0.078409813859839445 0.024009227874118109 0.031369596179634932 -0.052054463248040542 0.065370376703401692 -0.090507897011116958 -0.11325421988012352 0.056850810397353159 0.061524816226609873 0.066348339308055018 0.037456224647036837 -0.061817966273525107 -0.10891192123772726 0.036913699020773245 -0.10276015122888862 -0.10677934012642198 0.020067818920166354 0.060821361494779527 -0.093293586235517992 0.038677585487991606 0.015810601255381689 0.036447315670960399 -0.10323562908137798 -0.050845758180707905 0.080062240473529375 -0.001031980150710097
leaf_weight=19.971124298894939 1.6052257616104575 1.0145576622617216 0.98928051627444746 0.40231769427191499 0.2699092980474237 0.25136565366256058 0.73662567866676887 0.19661425573576707 0.25354729121318087 0.26740982101182453 0.12022369727492332 0.077684151940047741 0.17739937903388625 0.21353331403796005 0.14558085142493837 0.15435681347237917 0.28660974408228412 0.15185390794340137 0.089992519217074296 0.10538591399413988 0.17598347152988747 0.60665141791105248 0.19126876640075352 0.2954585556872189 0.22600933138443224 0.51095708794787231 0.11557807700481249 0.43550500286482918 0.22671262669246051 6.682479096810205
leaf_count=931 55 43 27 15 7 38 18 10 20 21 2 3 12 13 28 13 50 10 56 15 14 5 7 8 35 41 48 100 17 1238
internal_value=6.52098e-06 0.00102993 -0.00133902 -0.00630324 -0.0163934 -0.00429833 -0.0134778 -0.0342823 -0.00206277 -0.0350202 0.00872682 -0.0292017 0.00733791 0.0303862 0.0142988 -0.0136332 -0.0857777 0.00242309 -0.0288128 0.00119931 -0.00144425 0.010649 0.0258106 -0.00398911 -0.0341997 -8.17216e-05 -0.028811 0.000984561 -0.00148252 0.00162898
internal_weight=36.9472 20.9857 15.9615 5.40025 3.10415 2.70184 2.43193 1.25555 0.772323 0.518775 1.17638 0.439754 2.2961 0.69087 0.477337 0.299938 0.483224 0.319531 0.167677 10.5613 8.2526 2.30867 1.31939 0.712737 0.417278 8.14722 0.291562 7.85565 7.3447 6.90919
internal_count=2900 974 1926 371 250 235 228 139 79 59 89 71 121 66 53 41 60 69 59 1555 1473 82 55 50 42 1458 62 1396 1355 1255
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 0 2 0 0 2 2 0 1 2 0 2 0 2 2 2 0 1 0 2 0 2 1 2 2
split_gain=0.00575336 0.0369847 0.0800718 0.0326095 0.0472945 0.0202128 0.0170618 0.0163484 0.122542 0.0230364 0.0230281 0.0140906 0.0808998 0.132002 0.0225338 0.0336429 0.0180519 0.0187011 0.0935405 0.0828362 0.0721586 0.0482438 0.0514463 0.0280591 0.0489714 0.0250818 0.0378088 0.0209478 0.24273 0.120849
threshold=43.740100730350001 44.015822920550008 0.34527409360000011 44.086690780350004 44.157169339850007 43.542456167850005 0.4901499955000001 44.758188263300006 0.47760546090000006 0.47976108500000009 44.921040431000009 43.19689381845 0.48119816770000007 0.35814795965000007 43.082598263550004 0.50356276755000018 43.022303514600004 0.56639022785000004 42.508878681700004 40.922041107600009 40.742467179200005 0.57161462230000015 0.43808568605000003 0.58388970390000006 41.792045663550006 0.57507260265000015 40.580626202750004 0.42067602765000006 42.467547400400008 41.840895355800008
decision_type=2 2 2 2 2 2 2 2 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 11 -7 8 -6 -10 -9 14 -13 -14 16 -16 17 27 19 20 21 -19 -23 -21 -25 -24 -27 -1 29 -29
right_child=1 3 -4 4 7 6 -8 10 9 -11 -12 12 13 -15 15 -17 -18 18 -20 23 -22 22 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.00017622298266962516 0.071454045678774974 -0.037548197570944859 0.003333800907905222 0.051726561559435016 -0.10721152754485136 -0.045586603543872083 -0.0054099930672248213 0.046164711848985719 0.036730981157452658 -0.014880927419158861 -4.0849839529761581e-05 -0.025692092198474605 0.094749439219273063 -0.0075939964964045169 -0.051732599747130896 0.0084604335355977067 0.02289215767540783 0.031916905560571335 0.0866187488319448 -0.060918239242612429 0.095300247959346857 0.091641792760194338 -0.10410254311473228 -0.1033024897247193 0.030574895749452186 -0.068010221093985759 0.076636501584937233 -0.0090241234278188882 -0.10642476525787366 0.057910441831286491
leaf_weight=25.870037431630323 0.23714472023391397 0.22730194371251844 0.63354334484142782 0.17837478576893762 0.11665651832313972 0.17907191341625051 0.25797852580643621 0.11133700685900327 0.17554540187120438 0.1704484862727309 3.4563374345266604 0.33488894880770104 0.22544784564524889 0.285774395064891 0.20833413299285553 0.16751515173481835 0.332864931918471 0.28408154609740854 0.14672012395633516 0.20851112527052962 0.11409992458936813 0.02720439472077274 0.065648882655895413 0.036658075424699454 0.1072952299180514 0.055967670306610873 0.026687513039860278 1.9283605044539731 0.23530002961224017 0.31360634439624835
leaf_count=1266 23 11 43 11 28 17 27 11 3 46 506 40 9 39 34 21 22 37 34 29 18 10 14 39 42 288 11 178 25 18
internal_value=-1.71139e-06 0.00304375 0.0218874 -0.000654827 0.0013377 -0.000516206 -0.0218715 -0.000892422 -0.0185786 0.0113052 0.00140109 -0.000214887 0.0125124 0.0375392 -0.000572309 -0.0249047 -0.000264935 -0.000526938 0.0124327 0.000680235 0.0241219 0.00645078 -0.0347692 -0.0374746 -0.00351732 -0.0579576 -0.021307 -0.00101743 -0.00980211 0.000338684
internal_weight=36.7187 5.30669 0.870688 4.436 4.2087 31.4121 0.43705 4.03032 0.46265 0.345994 3.56767 30.975 0.846111 0.511222 30.1289 0.375849 29.753 29.4202 1.07287 0.926154 0.57369 0.45959 0.175508 0.352464 0.143953 0.148304 0.0826552 28.3473 2.47727 2.24197
internal_count=2900 682 66 616 605 2218 44 594 77 49 517 2174 88 48 2086 55 2031 2009 522 488 378 360 323 110 81 313 299 1487 221 196
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 1 0 1 1 2 2 2 1 1 2 0 2 2 2 1 1 2 2 2 2 0 0 0 1
split_gain=0.00519611 0.041083 0.0332747 0.0431647 0.0334347 0.0928565 0.0640315 0.0324588 0.0473321 0.071486 0.0978914 0.0366705 0.134809 0.0711987 0.101362 0.0691009 0.0460922 0.0757586 0.0373208 0.0649739 0.0732835 0.0322263 0.0382934 0.0295545 0.0188424 0.0392674 0.0528682 0.114477 0.0159995 0.170227
threshold=0.47778509625000004 0.47727612945000003 0.34446573455000007 0.47830903265000008 0.3447052483500001 0.34482500525000009 0.34491482290000003 0.47577916830000005 0.34500464060000008 0.34512439750000007 41.755948821900006 38.938637541200009 38.115457128050004 0.34392682850000006 0.34193587020000005 39.530201452500002 0.47305469895000007 40.742467179200005 41.395309858300003 43.57842012870001 0.3621298763500001 0.32144247180000002 41.902916368500009 35.131296350900008 48.919835655300012 48.680511450650009 0.45612406815000006 0.39614083410000006 0.48543456785000005 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 7 -2 -4 -5 -6 -7 11 -9 -10 -11 12 13 14 23 -13 17 -17 -19 20 21 22 -20 -1 25 26 27 -21 -8 -30
right_child=2 -3 3 4 5 6 28 8 9 10 -12 15 -14 -15 -16 16 -18 18 19 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.050233389177882275 -0.034931582028954973 0.015136019331988344 -0.032515824019516658 0.019588415121115664 -0.03738530886020882 0.04564607423005982 -0.0041986604666072189 -0.036405474477621706 0.034296131576569737 -0.059722503470080048 0.026663567734498309 0.058016051689121807 -0.10967955718912033 -0.078186451136870158 0.10192471141966837 -0.073908885727672 0.02096134664353265 0.03623959694227756 0.057206345578012331 0.014642583038208168 0.071877084204767225 -0.10272452729387681 -0.10139545445129212 -0.029468931525795074 -0.0072461723528118227 0.03032931420255644 0.040257757895767382 -0.10441615135786367 0.042615542039688932 -0.00072069876118726413
leaf_weight=0.060588940223429699 0.28009135048195233 1.8907993819448163 0.40971448626522189 0.86020013585220922 0.66350661645992914 0.31036046277950191 6.8383034224395152 0.59553525381430439 0.36193596851080656 0.31021590550881228 0.22728620680974565 0.2384163321112277 0.13260113015111585 0.084463152626826299 0.11438677739351988 0.14696026170293031 1.0017673209250118 0.25478972833047953 0.032929804527157436 0.21234090809245054 0.039497134655505306 0.14392196452303985 0.028311487191920559 0.20042487798627917 1.1581822438593006 0.5285033043473959 0.15176533681005822 0.13032795684523535 0.95386813872028042 18.218983605542874
leaf_count=49 18 41 34 17 14 8 213 33 8 10 45 10 12 47 3 19 52 18 14 40 11 38 60 31 27 7 10 36 20 1955
internal_value=-1.00359e-06 0.00224346 -0.000633868 -0.000293875 0.000180239 -0.000438435 0.000492914 -0.00171701 -0.0145383 -5.95991e-05 -0.0231936 0.00239603 -0.0208475 0.00476716 0.0234313 0.00578145 0.00252927 -0.00400104 -0.000168397 -0.00399248 -0.0528579 -0.0768714 -0.0161143 -0.0109677 0.00148885 0.0113788 -0.00887761 -0.0306393 -4.58459e-05 0.00143532
internal_weight=36.581 8.04595 28.535 28.2549 27.8452 26.985 26.3215 6.15515 1.49497 0.899438 0.537502 4.66018 0.592465 0.459864 0.375401 4.06771 3.8293 2.82753 2.68057 2.42578 0.24466 0.205163 0.0612413 0.261014 2.18112 1.02294 0.494434 0.342669 26.0112 19.1729
internal_count=2900 621 2279 2261 2227 2210 2196 580 96 63 55 484 142 130 83 342 332 280 261 243 123 112 74 80 120 93 86 76 2188 1975
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 0 0 2 2 2 0 0 1 1 1 1 2 1 0 2 2 2 0 1 2 2 2 1
split_gain=0.00547155 0.0272153 0.0826135 0.108864 0.0475416 0.0327989 0.0260628 0.0649323 0.0673175 0.0393404 0.0277792 0.0207895 0.0220682 0.0197222 0.0520738 0.0171014 0.037027 0.0124868 0.0122196 0.106618 0.067172 0.0139996 0.0135461 0.014058 0.0943597 0.263986 0.052851 0.0207337 0.0099106 0.0113379
threshold=37.858673296900008 37.186372654950006 0.52266399210000014 0.39458399450000009 0.39724858540000008 0.45280081435000008 0.52975958800000011 0.51929582950000019 0.50300889195000009 36.514114975300011 34.997818021800008 38.175120519550006 0.47814436690000012 0.49320379630000005 0.33960061075000009 0.31728091975000011 0.31810424840000007 0.45521092180000006 38.592454371550012 0.36000419150000007 0.52772372085000019 38.771633980050005 38.994321257850011 39.268993001500007 0.52266399210000014 0.39078171310000004 39.420767558750008 39.530201452500002 34.394321486900004 0.43166372265000008
decision_type=2 2 2 2 2 2 2 2 2 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 13 -9 28 12 -2 14 15 -1 -17 -12 19 -13 -21 -20 -23 24 -24 -26 -25 -28 29 -8
right_child=11 2 3 4 5 -7 10 9 -10 -11 17 18 -14 -15 -16 16 -18 -19 21 20 -22 22 23 26 25 -27 27 -29 -30 -31
leaf_value=-0.035696120458955559 -0.038727951179153793 0.061495178811315089 -0.10428016838867134 0.10110899880678892 -0.04798493664398476 0.057538894720751979 -0.10070189039399667 0.0066985447646338145 -0.050453707208429781 0.092045922337017402 -0.10122768905037818 0.067791560122332992 0.0038298092300502033 0.0084192794240643843 -0.091224655836387794 0.1010890244784753 -0.02128260097988046 -0.0029896614068669527 -0.020812873256992159 -0.068688054248061001 0.012345445320724319 0.014435147977749278 -0.027419710166972505 0.029254487343218245 0.10370942403033785 -0.038571049243819232 -0.017583869889545814 -0.0001183454025805379 0.056402802636788707 0.026083140056086414
leaf_weight=0.05289326087903623 0.28642871342188225 0.2867365620259078 0.091575197274323727 0.061231711879372597 0.075181124701828139 0.048428590205801925 0.012463357256466079 0.098263755419338739 0.26760996223447353 0.11991768053712804 0.063309680613825803 0.23528137303787744 0.21205029385748819 1.3435765765898393 0.075631058805937346 0.045546963276137831 0.054090235065871184 0.016262340593842017 0.33027213043260317 0.15456975662748818 0.30248322513722314 0.62702796559943763 1.0226411877811212 0.60800043368363077 0.23462392948567856 0.29357069479299014 0.6961917801578491 28.681935476577131 0.025852401063803487 0.016249475399313318
leaf_count=17 11 27 8 2 30 29 17 34 27 10 52 11 37 40 54 6 37 45 24 17 44 36 19 24 3 38 24 2024 23 130
internal_value=-3.34014e-06 0.00428154 0.0238896 -0.0151201 0.0290522 -0.00664215 -0.000756778 0.00202758 -0.00409077 0.0536075 -0.043466 -0.000353765 -0.0206241 0.00380315 -0.0233799 0.0102605 0.0346569 -0.0811505 -4.92942e-05 0.0130967 -0.0150591 -0.000329387 -0.000119055 -0.000408426 -0.00969228 0.0246299 7.17205e-05 -0.000532237 0.011489 -0.0289503
internal_weight=36.4399 2.75482 0.563153 0.276417 0.184841 0.12361 2.19167 2.05753 1.83935 0.218181 0.134137 33.6851 0.498479 1.57174 0.228162 0.15253 0.0996372 0.079572 33.1866 0.692334 0.457053 32.4943 32.164 31.537 1.55084 0.528195 29.9861 29.3781 0.0545652 0.0287128
internal_count=2900 588 96 69 61 59 492 225 181 44 267 2312 48 154 114 60 43 97 2264 72 61 2192 2168 2132 60 41 2072 2048 170 147
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 1 2 0 0 1 0 2 0 2 0 0 0 1 2 0 2 2 0 0 0 2 1 2
split_gain=0.00531207 0.103422 0.0313081 0.0422152 0.0601978 0.180995 0.0264224 0.174672 0.0792161 0.0598467 0.0445588 0.0707074 0.0701283 0.185646 0.0705941 0.035863 0.0314094 0.0604041 0.0929049 0.0711063 0.0578021 0.119777 0.155471 0.0430322 0.0310721 0.112658 0.0738779 0.155737 0.0807485 0.0641566
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.3459626957000001 0.34575312120000007 41.919251152600005 0.49320379630000005 0.48368312325000012 0.34569324270000007 0.47905751325000007 42.852084787850011 0.47739588635000008 42.049402686800001 0.47706655490000011 0.47670728420000003 0.4755546241000001 0.34193587020000005 48.680511450650009 0.39614083410000006 48.461603274950008 48.315732392000008 0.49588335680000006 0.49678153350000009 0.48101853240000009 42.297164883650005 0.35759408400000009 42.654057868200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 10 9 -8 11 12 14 -14 16 -10 17 18 19 20 21 22 23 -5 26 -26 27 -17 -29 -28
right_child=1 2 3 6 5 -7 8 -9 15 -11 -12 -13 13 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0011941090842190582 -0.062492586020338747 0.019061376553543747 0.0094979190636728904 -0.016714265071141182 -0.072997812964153849 0.0073830707525919248 -0.069917897597517056 0.043991110030434044 0.025646361442339723 -0.0086941196818867625 -0.023496740976639771 0.041665528594730661 -0.067676148090951571 0.014650103544604937 0.038708848643268678 0.08156964852855364 -0.027547827495294337 0.0464384162598004 -0.058284717221602736 0.032161323137595947 0.003090409481771987 -0.096340784331814047 -0.11435641886317656 0.10394425593678897 0.070417076244052398 -0.0015293228989683195 -0.043389936442156468 -0.073636797454765188 0.012041933595745586 0.0013603731798871171
leaf_weight=18.408248463427597 0.27134401903544869 0.79882489695714554 0.60348352376786785 0.041071126777701195 0.51927494024857856 0.60827568820961631 0.2995235120615688 0.98348555526979442 0.48579127612848072 0.34192494213589875 0.78922599876750599 0.41377397012320205 0.51309380138627581 0.58758805485854282 0.53096038959259306 0.22804804891347918 0.37933694920502592 0.28982035897854519 0.26178924711314966 0.67825226434172226 1.6659268418106874 0.19187345475745587 0.066380992531776428 0.10544569790363312 0.22951655415818084 4.2068175014536449 0.83904585381969787 0.17221037917020254 0.30449340207530895 0.518247378431413
leaf_count=1360 11 22 26 90 9 53 13 29 35 43 21 11 35 18 32 3 17 21 34 33 33 66 1 1 4 769 13 23 34 40
internal_value=9.39691e-07 -0.00122441 -0.000282682 -0.00119949 -0.0159923 -0.029635 0.000493673 0.00470891 -0.00365103 -0.0372825 -0.00122144 0.00184918 -0.00125255 -0.0237271 0.0046221 -0.000562212 -0.000296168 0.0028359 -0.00136138 0.00405957 -0.00514509 -0.0390401 0.0126019 0.0701216 -0.00252145 0.00219287 -0.012664 0.013604 -0.0189097 -0.0263032
internal_weight=36.3331 17.9248 17.6535 16.8547 1.73103 1.12755 15.1236 7.49802 7.62562 0.641448 6.51454 5.72531 5.31154 1.10068 4.21086 6.98417 3.6799 3.30056 3.01074 2.74895 2.0707 0.404771 0.212898 0.146517 6.49838 4.43633 2.06205 0.704752 0.476704 1.35729
internal_count=2900 1540 1529 1507 88 62 1419 442 977 56 413 392 381 53 328 921 296 279 258 224 191 158 92 91 886 773 113 60 57 53
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 1 1 2 2 1 2 2 1 0 2 0 1 1 1 0 2 0 0 2 2 1 2 0 0
split_gain=0.00524456 0.070234 0.0956947 0.0466052 0.0476822 0.0775214 0.0497351 0.0460869 0.06228 0.0417153 0.0207711 0.0125074 0.0158129 0.0119025 0.0149961 0.0634697 0.0170712 0.0261415 0.0259708 0.0285742 0.0330228 0.140956 0.0348568 0.102448 0.0531192 0.161105 0.10512 0.104226 0.0473744 0.0519592
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.3972336157500001 0.42646926740000007 41.468518788800004 0.32272985840000007 0.34193587020000005 40.08085804200001 48.988717865950008 0.31308942845000004 45.154229826150008 44.921040431000009 0.34392682850000006 0.47305469895000007 42.131954243650007 0.47512050540000011 0.34446573455000007 0.34458549145000011 0.3447651268000001 0.47694679800000012 42.686561923500008 0.48101853240000009 0.48181192180000004 42.072181850200003 42.686561923500008 0.34545372890000009 41.468518788800004 0.47943175355000006 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 10 -6 8 -8 11 -5 12 -1 -9 15 -15 -16 -18 -19 -20 21 -21 24 -24 27 26 -26 28 29 -22
right_child=3 -3 -4 4 6 -7 7 13 -10 -11 -12 -13 -14 14 16 -17 17 18 19 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10041119996632038 0.037776752402824826 -0.047751853385397669 0.059249472352776569 0.019986034691165909 0.033592529809340375 -0.11479979153168846 -0.0078571039747418123 0.012786851751641379 -0.10244471091209009 0.0010120135838098164 -0.037703554923013166 -0.071184644243041981 0.040516793186701219 -0.10159006262827056 0.015890538350008199 0.0083485946485407792 -0.023849891456652096 0.023219933636144576 -0.01553511186006023 -0.10709091746695031 0.0068942974926830148 0.011134094074263624 -0.028720330173621619 0.00059764916629468105 -0.013550270029584347 0.012016235399755692 -0.10660173909216819 0.038535774808487022 0.019091378152972422 -0.027072940070600307
leaf_weight=0.011727128935382636 0.32753923466407187 0.31064459020006996 0.2572976378723979 0.12814329357650189 0.44157800247194146 0.093633310164864092 0.21931334593864349 0.73198499088175495 0.10198049592627001 0.58317699879989959 0.12167057143901994 0.12611593172186986 0.024797934805974364 0.074855976599528584 0.66896061570486054 0.17593347576905671 0.46258658589795487 0.47832511935848998 1.1780630592256809 0.14703871312168004 1.184930769202768 0.32102102793885123 1.2606398361094786 21.855240383633038 0.26695328260939266 1.2223632725676905 0.22267401271710696 1.1956082286196759 1.2386017827593603 0.72642512879974663
leaf_count=93 12 29 4 26 23 38 29 23 40 9 32 7 4 51 29 27 14 10 24 25 22 39 35 2042 21 66 28 29 35 34
internal_value=-5.85712e-07 -0.00620299 0.00666385 0.000233256 -0.000122986 -0.0371976 0.0002496 -0.000186865 -0.0378797 -0.0114775 -0.00811139 -0.0562608 -0.00473106 0.000175592 -0.00010688 -0.024466 8.1499e-05 -0.000251482 9.73057e-05 -0.000261562 0.000345466 -0.0260057 0.000768245 -0.00100123 0.00752062 -0.00739871 -0.0558685 0.0133983 0.00385701 -0.00601521
internal_weight=36.1598 1.31376 1.00312 34.8461 34.5185 0.343447 34.1751 33.7335 0.321294 0.745818 0.249814 0.162641 0.0365251 33.4122 32.6802 0.250789 32.4294 31.7605 31.2979 30.8196 29.6415 0.46806 29.1734 23.1159 6.05756 1.71199 0.489627 4.34557 3.14996 1.91136
internal_count=2900 146 117 2754 2742 96 2646 2623 69 113 58 104 97 2554 2531 78 2453 2424 2410 2400 2376 64 2312 2077 235 115 49 120 91 56
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 2 2 2 1 2 1 2 0 0 1 2 1 2 1 1 0 1 1 0 2 2 1 2 1 1
split_gain=0.00493238 0.0316484 0.0510863 0.112218 0.0193031 0.0636615 0.265392 0.177694 0.104299 0.109662 0.115442 0.107262 0.098776 0.0788514 0.0447166 0.0364963 0.0503604 0.0630323 0.0311997 0.103154 0.0320129 0.0312194 0.0215417 0.104828 0.0467158 0.104576 0.0758766 0.10197 0.0207083 0.0977012
threshold=0.35877668335000007 0.35165114815000004 42.297164883650005 0.35585760905000008 0.52215502530000013 38.938637541200009 39.646013290900008 39.852039223600009 0.38573695400000008 41.872669623500009 0.37982395740000008 41.289992964000007 0.50579323975000012 0.52104727400000017 0.36927038110000004 38.175120519550006 0.37668033890000002 36.735256530150004 0.36927038110000004 0.37138109635000011 0.50749977545000013 0.36254902550000007 0.39078171310000004 0.52366695610000014 39.091773401050006 39.420767558750008 0.39024280710000009 42.654057868200006 0.39388042275000007 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 14 -7 -8 9 10 12 -10 -9 -13 -2 16 -16 -18 21 -20 -21 -11 24 -24 -6 -26 27 -27 29 -25
right_child=4 2 -4 -5 22 6 7 8 11 18 -12 13 -14 -15 15 -17 17 -19 19 20 -22 -23 23 28 25 26 -28 -29 -30 -31
leaf_value=0.00015589991178070086 -0.0026681463140989514 0.084958984010848476 -0.0094007914958241755 -0.0052462539868596411 -0.006530389556218149 -0.093917493441998734 0.074749239231085451 -0.03016621481110221 0.065897270879763672 0.0095635067823914392 -0.013361094428175128 -0.10365749505283482 -0.11668021849893589 0.039618723982427412 0.056375118047694565 0.063521626213389346 0.034759948070893519 -0.058942271554008274 0.08460432985183694 -0.052499416221709651 0.018504643277521927 -0.053748250579654946 -0.10601986122426321 0.019417012332991715 0.055003724206142551 -0.085826673491888023 0.035821155335514908 0.014327146603068833 0.00095135878634324531 -0.10292736284942593
leaf_weight=19.541065744830473 1.5881951876206546 0.26724969195038312 0.37543376189569244 0.28496109977271061 0.98105837315233424 0.38026115042157504 0.25531896483153138 0.24428780570224284 0.29279411660581889 0.18539276322599096 0.61902172025293112 0.082692794233568012 0.28703540278911532 0.07173130570228281 0.16615902038029151 0.20360714106431743 0.14146138088972293 0.1457628323099236 0.17011354799615219 0.12353809067280963 0.1306517913060361 0.13431020970193686 0.094381880310104971 0.17260713114774162 0.55569672212004639 0.18492376564972801 0.29332348657771945 0.22576739455161032 7.7313839750592441 0.10496669570370898
leaf_count=896 55 25 22 31 27 15 7 20 12 26 11 55 21 3 12 13 28 13 15 11 30 24 15 14 5 7 8 35 1396 48
internal_value=-7.63229e-06 0.00101264 0.01906 0.0384098 -0.00134921 -0.00630523 -0.0158933 -0.00446827 -0.013106 -0.0233605 -0.0427101 0.0303308 -0.0769035 -0.0371045 0.00640871 0.0283509 0.0125563 -0.0127928 0.00655693 0.0243324 -0.0160038 -0.0170344 0.00115289 -0.00124683 0.00983104 0.0225733 -0.00302494 -0.0307696 -1.21252e-05 -0.0268485
internal_weight=36.0352 20.4687 0.927645 0.552211 15.5664 5.22234 2.97715 2.59689 2.34157 1.89435 1.15034 0.447218 0.531323 0.154424 2.24519 0.65699 0.453383 0.287224 0.744006 0.424303 0.25419 0.319703 10.3441 8.10334 2.24077 1.25971 0.704015 0.410691 8.00896 0.277574
internal_count=2900 974 78 56 1926 371 250 235 228 158 52 70 41 58 121 66 53 41 106 56 41 50 1555 1473 82 55 50 42 1458 62
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 2 1 2 0 1 1 0 1 2 0 1 2 0 0 1 0 2 1 2 0 2 0 1 0
split_gain=0.00477627 0.0894532 0.0260204 0.0393557 0.0233058 0.165482 0.103127 0.123654 0.105645 0.10402 0.0658434 0.200349 0.0761809 0.0793404 0.0450277 0.142099 0.138434 0.0943188 0.081734 0.0605489 0.190623 0.0486706 0.0363253 0.218405 0.137973 0.0980132 0.0695499 0.0872715 0.123495 0.14247
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.468518788800004 0.48119816770000007 41.590548329450009 41.726652433350004 0.34500464060000008 41.755948821900006 0.48661716715000009 0.34518427590000006 0.34524415440000006 0.48181192180000004 0.34608245260000009 42.131954243650007 0.48041974790000003 0.34569324270000007 41.755948821900006 0.47997065955000012 0.47796473160000008 0.34569324270000007 0.47760546090000006 42.027086531450003 0.34744468730000005 42.049402686800001 0.48320409570000006 42.280042771400005 0.48607826115000008 0.3465914194000001 0.4901499955000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 9 -8 -9 -6 -10 -12 -13 -14 16 18 17 -7 19 -16 -21 -19 23 -15 -24 -26 -27 -28 -29 -30
right_child=1 2 3 4 6 14 7 8 10 -11 11 12 13 22 15 -17 -18 21 -20 20 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=0.0011240217917129266 -0.058814820231390556 0.017417742860222699 -0.036075924307849325 0.082174413809526795 -0.066416994849071709 -0.056619194126021267 -0.075162027743722618 0.071203914285791689 0.050438200409039818 -0.003605533903709917 -0.1198558568801657 -0.048922841606864026 0.028888283671338551 -0.1116644363163438 0.00074811929618535499 -0.07523418427238153 0.056025932410265447 0.044265602443826393 0.049399564652867774 -0.10803613348248789 0.023382352390938665 -0.012397099314017161 0.081418583538430789 0.015331955441510892 0.10321670779873499 -0.049762914170372673 -0.11137539174144227 0.094685463228894609 -0.070924077784860415 0.0023219196298914567
leaf_weight=18.246353338450668 0.2652791901048478 0.79081582763777447 0.31646248514124664 0.26046586315533371 0.49684533826075561 0.27445800827626932 0.21317582555320491 0.21470830924181417 0.25189106632024039 0.56176467464925395 0.1404620362445711 0.29759648867184285 0.9982312612410168 0.19662921782582987 4.0440703804589733 0.26214832440018643 0.54810767874005251 0.28364479465716386 0.31756054755533103 0.20765457262838527 0.23559931996351224 0.32560762731009163 0.20600417103258895 0.43501755270435716 0.087211906909942516 0.30834935264617502 0.070447889622300752 0.13602700759656716 0.28187462616165238 4.586889025500021
leaf_count=1360 11 22 11 12 8 17 11 6 6 52 3 12 19 6 327 10 17 33 13 29 21 12 9 55 1 37 3 3 17 757
internal_value=-9.90373e-06 -0.00118447 -0.000303297 -0.00114961 -0.00046912 0.00401762 -0.00366715 2.94878e-05 0.00198155 -0.0330853 0.000122936 -0.00151352 0.000672429 0.00269241 0.000885191 -0.00353956 0.0165438 -0.00794431 0.000372011 -0.00309759 -0.0381843 0.0139829 -0.00145275 -0.0242015 0.00107847 -0.00194676 -0.00365036 -0.000848766 0.000707017 -0.00191862
internal_weight=35.8614 17.615 17.3497 16.5589 16.2424 6.75932 9.48313 8.42452 8.21134 1.05861 7.99663 7.74474 7.60428 7.30668 6.49885 5.06703 1.43182 0.88371 4.80488 4.48732 0.443254 0.609252 6.30845 0.631647 5.6768 5.4708 5.38359 5.07524 5.00479 4.86876
internal_count=2900 1540 1529 1507 1496 491 1005 945 934 60 928 922 919 907 479 400 79 62 390 377 50 45 888 61 827 818 817 780 777 774
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 0 1 0 1 1 2 1 0 0 1 1 1 2 1 2 0 0 0 1 2 1 2 1 0
split_gain=0.00529881 0.0678297 0.0388471 0.0824513 0.13927 0.0639484 0.0891303 0.133722 0.245753 0.0835398 0.0961597 0.0621301 0.0237229 0.0529704 0.163956 0.0293817 0.0232464 0.125235 0.110949 0.234117 0.0830794 0.0801262 0.0538711 0.140183 0.133427 0.137947 0.0683547 0.0482129 0.0462469 0.0385479
threshold=0.5025747732000001 0.36501901140000009 0.36998892250000009 0.51243974730000008 0.37138109635000011 0.37852160115000005 0.51484985480000012 0.38042274180000007 0.51929582950000019 0.38906020780000011 0.38991347565000006 40.982542372850013 0.39024280710000009 0.52428071015000011 0.52646627350000019 0.39167988980000007 0.39971857130000005 0.4019490434500001 41.468518788800004 0.39584144190000009 43.633733172900008 0.53592706805000012 0.53781323915000012 0.53905571685000009 0.41917906650000009 38.994321257850011 0.40850573335000007 44.086690780350004 0.42067602765000006 0.53225951315000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -9 11 -11 -10 -12 -14 -15 -16 18 -18 19 -17 -20 -22 27 -24 25 -25 -27 -19 -26 -29
right_child=1 2 3 5 -6 6 7 8 9 10 12 -13 13 14 15 16 17 22 20 -21 21 -23 23 24 28 26 -28 29 -30 -31
leaf_value=0.00097697324597926399 -0.040829255132003632 0.020437367960762232 0.0046417022949531272 -0.053047250059481202 -0.084694331075272064 0.053058156522125116 0.067532994706783478 -0.096675430485779756 0.060028646069018081 -0.057683710537476479 -0.018420121572893123 0.0014629035312804829 0.019500985708960045 -0.10626263959238401 0.045455704796672908 0.060239676338377783 0.076469057935598009 -0.10261973677306087 -0.10451342303255623 -0.076845093379708573 0.060389984754419451 -0.065008543354648049 0.073739353822034309 0.031960161524404465 0.023926296218602747 -0.023933754206337549 -0.10495788822507338 0.038690469991290111 -0.0014419358006033428 -0.057349895160543521
leaf_weight=21.506938635116605 0.42564724351905248 0.84790229790928506 0.39478531386703153 0.22087699045550735 0.31274132981524616 0.32314893454531457 0.28446443952748168 0.26706224237819753 0.39413859380874683 0.30009764239366532 0.66970421276346215 0.33518671463167493 1.3358485564079909 0.14805581798418366 0.13940081701002771 0.36448164866419563 0.2139915661159647 0.094831560365946532 0.18637541327188956 0.18927854111257147 0.087364223545591813 0.12226884690301176 0.25149848185537838 0.16341192306975294 0.85150495180942076 0.16409854038926142 0.28487750560142189 0.076940946760416296 4.60501175005321 0.091482337724301033
leaf_count=1110 27 36 20 20 68 13 14 20 20 8 12 25 58 53 9 18 17 16 46 41 11 33 14 31 33 13 42 32 1026 14
internal_value=-1.17475e-05 -0.0015149 -0.000295294 -0.00166089 -0.0348467 0.000269154 0.00125508 -0.000185383 -0.00188456 0.000402284 -0.00190481 0.0331127 -0.000237638 0.00106182 -0.0020038 -4.65985e-05 -0.00086533 0.00118219 -0.0155198 0.0133833 -0.0559365 -0.0127489 -0.00126489 0.000581229 -0.00245048 -0.0467105 -0.075344 -0.0455878 0.00251685 -0.0134757
internal_weight=35.6534 14.1465 13.7208 12.8729 0.707527 12.1654 11.9445 11.6214 11.3369 11.0699 10.3405 0.729325 10.0404 9.37072 8.03487 7.88682 7.74742 6.79765 0.949769 0.55376 0.396008 0.209633 6.58366 6.3204 6.0689 0.612388 0.448976 0.263255 5.45652 0.168423
internal_count=2900 1790 1763 1727 88 1639 1619 1606 1592 1572 1527 45 1519 1507 1449 1396 1387 1238 149 59 90 44 1221 1159 1145 86 55 62 1059 46
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 2 1 1 0 1 2 2 2 1 0 1 1 2 0 0 1 1 1 2 1 2 0 0 0
split_gain=0.00507518 0.0300285 0.0423892 0.0878412 0.0554087 0.0257934 0.040458 0.0253922 0.0340195 0.015678 0.0162783 0.0670402 0.173547 0.150091 0.0811994 0.0663614 0.0635084 0.110054 0.0330356 0.0309412 0.147614 0.0243427 0.0199847 0.107667 0.0964222 0.1986 0.0784828 0.067289 0.046233 0.120084
threshold=0.36195024100000012 0.50041914915000019 35.616518500750011 0.49850303880000008 37.962710038050005 47.001379125850008 43.368902217050007 0.35759408400000009 0.35877668335000007 0.5025747732000001 0.39024280710000009 40.12915366295001 39.646013290900008 41.872669623500009 0.38398550940000004 0.52161611930000007 0.37982395740000008 0.37138109635000011 39.211875820650008 0.52428071015000011 0.52646627350000019 0.39167988980000007 0.39971857130000005 0.4019490434500001 41.468518788800004 0.39584144190000009 43.633733172900008 0.53592706805000012 0.53781323915000012 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 6 -6 -1 -9 -3 11 12 18 -13 16 -12 17 -15 -11 -17 -21 -22 24 -24 25 -23 -26 -28 -25 -30
right_child=1 9 3 -5 5 -7 -8 8 -10 10 15 13 -14 14 -16 19 -18 -19 -20 20 21 22 23 28 26 -27 27 -29 29 -31
leaf_value=0.00037879701634275321 0.029221394168785265 0.018797898351996412 0.045018294960552943 -0.076113949403653736 -0.008256013749676305 0.012985347783438904 -0.1031319513114491 0.04745083390549315 0.00020159408759159742 -0.003169686431324151 0.075236047961886585 -0.055789831177797983 0.048089323076128371 0.06609196317992258 -0.051425151773421385 0.01492266747060497 0.084683562431728365 -0.055188492173705243 -0.030052145026525513 -0.10565330403777835 0.041756781489861561 0.056164875831476703 0.072802795736782208 -0.043270959245820695 -0.10408910141423561 -0.072952358014396299 0.056227724430311148 -0.060564064983264138 0.070035911180157617 -0.0022389362219932501
leaf_weight=19.97633426145989 0.14553034978901225 0.41581215050837173 0.15641264204896288 0.25967793242840997 0.098435265480361522 0.093984891558648087 0.082713755511103937 0.27167504732072778 0.34704042717501871 1.6801914897132535 0.12026011254197833 0.71492725241841959 0.6478229077765717 0.15097482404712537 0.15218148971376877 1.2749770264303277 0.1559919389173956 0.1483317155681334 0.62799582026491396 0.13469965549471741 0.13672250397212415 0.35248591046638456 0.20288393045120745 0.25079988356748373 0.16929191170947888 0.17994026812880293 0.084599176421761513 0.11833207760969344 0.23898700977224496 6.0358882230995103
leaf_count=952 19 21 8 14 33 6 26 22 33 73 39 30 19 30 19 52 12 31 12 53 9 18 17 62 46 41 11 33 14 1145
internal_value=-1.89524e-05 -0.00142942 -0.0198311 -0.0301586 -0.00250554 -0.0295227 -0.0515769 0.000996751 0.0209485 -0.000329123 -0.000914856 -0.00601965 0.00235286 -0.0247349 0.0118128 0.00143361 0.0329498 0.00598724 -0.0104837 0.000466743 -0.00186492 -6.56471e-05 -0.000814751 0.00106143 -0.0147693 0.012528 -0.0538153 -0.0118752 -0.00116902 0.000513748
internal_weight=35.4259 14.8309 0.836755 0.691224 0.431547 0.275134 0.181149 20.595 0.618715 13.9941 13.5783 4.27842 2.95601 1.32241 0.60748 9.29987 0.455298 0.299307 2.30819 9.17961 7.90463 7.76993 7.63321 6.72856 0.904649 0.532426 0.372223 0.202931 6.52568 6.27488
internal_count=2900 1893 106 87 73 65 59 1007 55 1787 1766 226 104 122 92 1540 73 61 85 1501 1449 1396 1387 1238 149 59 90 44 1221 1159
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 1 1 1 0 0 1 2 2 2 2 1 1 1 1 2 1 0 0 1 0 0 2 0
split_gain=0.00575536 0.0992406 0.0593139 0.0637297 0.0364491 0.0190126 0.0264333 0.039686 0.0177328 0.0567194 0.0992506 0.0560186 0.065711 0.177215 0.0560162 0.104114 0.0482936 0.171036 0.118985 0.127711 0.100965 0.215965 0.0961495 0.109338 0.0623188 0.116479 0.0538363 0.0650353 0.0449016 0.0475707
threshold=40.337496327150006 40.496232821400007 40.21994457600001 40.12915366295001 40.036761086100007 39.893178577750007 39.685256516350002 0.36998892250000009 0.34521421515000011 0.3453938505000001 0.48077901860000011 0.47760546090000006 0.34479506600000004 41.840895355800008 41.322103772800006 41.558544840500012 41.061442884200012 0.3459626957000001 0.34542378970000004 0.34545372890000009 0.34569324270000007 42.487106141350004 0.35165114815000004 0.5089817670000002 0.53781323915000012 0.42440346100000009 0.56276758185000009 0.57507260265000015 41.134354310300004 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=2 -2 3 4 5 6 -1 -8 11 10 -10 14 -13 -14 -3 -16 17 -11 -18 -20 21 -21 -19 -24 -25 -26 -27 -28 -22 -30
right_child=1 8 -4 -5 -6 -7 7 -9 9 16 -12 12 13 -15 15 -17 18 22 19 20 28 -23 23 24 25 26 27 -29 29 -31
leaf_value=0.00033778008476285188 0.046165578152224197 -0.032731893550694995 -0.024449046012910036 0.036060675785003084 -0.037862183317582371 0.016849198512728713 0.0074613347548117244 -0.034898535394912063 0.043152571820671309 0.071528076663379084 -0.0064226460425474948 0.0053048716690565533 -0.055867467249085118 0.013363330758211887 0.05121592405311718 0.00026572902372452492 -0.089985862112680226 -0.056225440827972789 0.072306200121664665 -0.082249579521347024 -0.039882633433200601 0.012782411774935219 0.063198734816349328 -0.046212097351479034 0.063318939804691554 -0.046362289629282516 -0.029779488888003521 0.069725412717563703 0.012837520992393731 -0.0028417475114579181
leaf_weight=8.5123378954650217 0.47431376368013189 0.41054898444565724 1.0547183479118327 0.4788383163594937 0.26505671715935442 0.60783548100641915 0.3745478297350936 0.54010139794897327 0.84698948982646338 0.41265033138916019 0.77183844527462497 0.88322842201000673 0.94760324416711206 0.60632475651800632 0.45260060538021241 3.522545115009549 0.15380262685622881 0.26023801881819952 0.23016951617319037 0.4715814789678906 0.27802378899272895 0.48515360775823524 0.30250207921744721 0.2720355305864357 0.2669407556495571 0.29474555805791169 0.14347497156268219 0.12114552901942943 2.5242379911182331 8.2899212092084102
leaf_count=912 36 22 36 24 24 36 14 34 43 10 16 27 26 30 13 261 10 5 8 29 16 31 14 16 11 12 16 37 124 1007
internal_value=-1.87017e-05 0.000889447 -0.00181625 0.000398408 -0.00125952 -0.000292709 -0.00139799 -0.0175522 -4.63557e-05 0.00176182 0.0195157 -0.00431988 -0.016475 -0.0288544 0.00243481 0.0060668 -0.000219376 0.0139083 -0.00257579 -0.00148093 -0.00289048 -0.0340595 -0.000405726 0.00996403 -0.00469771 0.00896959 -0.016967 0.0157747 -0.000202055 0.000818103
internal_weight=35.2561 23.4226 11.8334 10.7787 10.2999 10.0348 9.42699 0.914649 22.9483 16.1255 1.61883 6.82285 2.43716 1.55393 4.38569 3.97515 14.5066 2.07373 12.4329 12.2791 12.0489 0.956735 1.66108 1.40084 1.09834 0.826307 0.559366 0.264621 11.0922 10.8142
internal_count=2900 1820 1080 1044 1020 996 960 48 1784 1405 59 379 83 56 296 274 1346 121 1225 1215 1207 60 111 106 92 76 65 53 1147 1131
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 1 0 0 0 2 0 0 1 0 0 0 0 0 2 1 1 1 0 0 1 0 2 1 1
split_gain=0.00509237 0.0192772 0.0189841 0.0349768 0.018089 0.114657 0.059758 0.0290141 0.0316641 0.129647 0.0302271 0.0900082 0.102152 0.134066 0.118369 0.0799506 0.0328787 0.0612556 0.018691 0.0167654 0.0285189 0.0161019 0.0196937 0.0307868 0.0266274 0.024276 0.0347317 0.0241323 0.0295336 0.0540282
threshold=43.19689381845 43.279086095950007 43.082598263550004 0.50356276755000018 0.34479506600000004 0.34488488370000009 0.31810424840000007 0.47727612945000003 0.48041974790000003 0.48119816770000007 43.542456167850005 0.48414718120000005 0.48607826115000008 0.3465914194000001 0.49320379630000005 0.49967066855000003 0.5089817670000002 0.52366695610000014 0.39672464895000009 43.933728833200007 0.39135055835000004 0.39745815990000005 0.40621538280000008 0.5339660489000001 0.58859016195000013 0.48363821445000005 0.55754318735000019 45.673096293200011 0.45772581660000006 0.47106374065000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 18 -7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -3 -19 -21 -22 -23 -24 25 26 -25 -26 -29 -30
right_child=1 4 3 -5 5 7 -8 8 9 10 11 12 13 14 15 16 17 19 -20 20 21 22 23 24 27 -27 -28 28 29 -31
leaf_value=-0.00028744425162069827 0.035412450811218091 -0.0056973924862193112 -0.050870510979819053 0.011138179943465769 0.10228760801636468 -0.027391097256701236 -0.046685321177926453 0.022524607809630309 -0.10833217294528603 0.032993064596251086 -0.10699829503801915 0.1036589610617633 -0.1114799709609732 0.095363709514203907 -0.10864144030167566 0.043346666875379136 -0.10218023284351421 0.024746463755220143 0.015888512934440328 -0.05531898352461604 0.037750427189139617 -0.052524745208587922 0.049581335153807672 -0.01457662034310854 0.046343929474248244 0.0096264663107207826 -0.1014024746833663 0.031369216362156366 -0.10511362954515815 -0.0016087898570573034
leaf_weight=28.380644751375115 0.17363189899901943 1.2948688498904548 0.20346430777394431 0.16451806886809095 0.11907224357128177 0.29665236938842587 0.30576546651119318 0.81098212045617435 0.10612991824746165 0.32416042616085894 0.075504496460780834 0.098357670009136533 0.10370483808219466 0.13555312659787011 0.067007734838257504 0.1784840876173347 0.058668262063857557 0.26670094400387245 0.58117995140366918 0.095677645890532292 0.11064267944800565 0.0728141949057316 0.11716587664090983 0.10942626991360527 0.12295343468395004 0.10084842867036059 0.079573129356475647 0.17087903390796555 0.06072645898166229 0.29746587305191952
leaf_count=2031 22 73 34 21 2 45 33 24 3 34 4 1 3 13 14 26 57 32 33 25 33 18 51 27 20 23 39 17 5 137
internal_value=-1.45169e-05 0.00255209 -0.000580054 -0.0231476 0.001626 0.00563833 -0.00569162 0.00265698 0.00515846 4.16858e-05 0.004388 0.000394882 0.00400411 -0.000558502 0.00506762 -0.00134396 0.00255922 -0.00181693 0.000989691 0.00185198 -0.00271094 0.00134011 -0.00221912 0.00123964 -0.00477391 -0.0299922 -0.0511323 0.00643649 -0.0028378 -0.0191566
internal_weight=35.0832 6.3346 28.7486 0.367982 6.16097 3.97915 2.18181 3.86008 3.56343 2.75244 2.64631 2.32215 2.24665 2.14829 2.04459 1.90903 1.84203 1.66354 1.87605 1.60487 1.33817 1.2425 1.13185 1.05904 0.941873 0.289848 0.188999 0.652025 0.529071 0.358192
internal_count=2900 814 2086 55 792 653 139 651 606 582 579 545 541 540 537 524 510 484 106 427 395 370 337 319 268 89 66 179 159 142
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 1 1 1 0 0 1 1 1 1 0 0 0 1 2 0 1 1 1 2 1 2 0 0
split_gain=0.00464638 0.105774 0.0479398 0.108503 0.196164 0.0792999 0.28691 0.0861143 0.0493645 0.0771068 0.046709 0.0275275 0.0238579 0.0844303 0.063087 0.0374008 0.101886 0.0855016 0.0277689 0.106131 0.0847192 0.110357 0.216749 0.135067 0.114495 0.0237414 0.123601 0.117985 0.166642 0.18201
threshold=0.48181192180000004 0.48218616210000004 0.34494476210000008 0.3453339720000001 0.34542378970000004 0.34560342505000002 0.34581299960000006 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.48140774230000011 0.48543456785000005 0.34581299960000006 0.34608245260000009 0.34569324270000007 0.3465914194000001 0.47943175355000006 0.4622167001000001 0.47778509625000004 0.34536391125000004 39.646013290900008 0.47997065955000012 0.34488488370000009 0.34530403280000005 0.34536391125000004 43.19689381845 0.35675578575000005 42.674081447500008 0.50356276755000018 0.51818807820000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 -6 -7 -8 -9 -10 12 -11 14 -14 18 -15 17 -17 19 -1 -20 22 -22 -23 -24 27 -27 -13 -29 -30
right_child=1 2 3 4 5 6 7 8 9 11 -12 25 13 15 -16 16 -18 -19 20 -21 21 23 24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00048322971432803108 0.038520032217652239 -0.02348921036321136 0.035178334226876794 -0.10669446000335639 0.042894782319266495 -0.089098292514610988 0.047821317611302747 -0.028401939875709381 0.044970949415855895 0.036119903127632157 -0.037272865915409167 -0.00029736420820377572 -0.036337332493467371 0.034312627494472975 0.030259621698481527 -0.068895530483643788 -0.082699774150811034 0.032786110939120698 0.02386031769706037 0.048682453185765882 0.012004320511532406 -0.025320463541332272 -0.036407507685526724 0.048742824901801929 -0.10736062544959467 0.06598110840712916 -0.00047958661964168442 -0.10745333748429514 0.081453535843198144 -0.059058631296334096
leaf_weight=6.517211836162053 0.7218318429877425 0.86314520376800175 0.86734193842858331 0.17393397094565699 0.4212130611413184 0.36235964740626769 0.38070054398849862 0.60160086862743156 0.38530506694223987 0.20541375705974729 0.3551701802825854 13.819873197507579 0.76548112739783425 0.34612907836049089 0.70110453544066409 0.10199835483754094 0.13819393063022289 0.43700975532954089 0.65641766565386239 0.4707687923334215 0.66831819582245111 0.51318652263080355 0.63866487412815331 0.47334778800723143 0.35320191459868511 0.32368287157805697 2.0654194496318468 0.25239467745996158 0.15364174343994819 0.23047208687349752
leaf_count=470 12 20 18 5 9 12 7 16 9 7 14 1265 28 20 19 61 13 35 18 38 22 22 38 18 27 14 567 16 9 71
internal_value=-1.59607e-05 0.000878308 -0.00040902 0.000575083 -0.000973886 -1.62605e-05 -0.00097866 0.000754977 -0.000238391 0.000733335 -0.00150196 -0.000266318 -0.000507928 -0.011218 0.00123497 0.00757195 -0.00609565 0.0135445 -0.000742395 0.00282898 -0.00829785 -0.0162735 -0.0320142 0.0102157 -0.0616738 -0.000710011 0.00852471 -0.00223617 -0.0443315 -0.00285515
internal_weight=34.9645 21.8283 21.1065 20.2434 19.376 19.2021 18.7809 18.4185 18.0378 17.4362 13.1362 17.0509 12.781 1.78881 10.9922 1.02333 0.677202 0.539008 10.2911 6.98798 3.30314 2.64672 1.66018 0.986534 0.991867 16.8455 2.3891 14.4564 0.636509 0.384114
internal_count=2900 2057 2045 2025 2007 2002 1993 1981 1974 1958 843 1949 829 157 672 129 109 96 653 508 145 127 87 40 65 1942 581 1361 96 80
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 2 0 2 2 2 2 0 0 1 1 0 0 0 2 1 2 0 2 2 0 0 0 0
split_gain=0.0050288 0.0817822 0.0279981 0.0618029 0.0749112 0.023622 0.103894 0.0804479 0.0774921 0.133391 0.0334816 0.021677 0.0933048 0.193889 0.182711 0.158697 0.104035 0.0619669 0.155133 0.152486 0.0563132 0.0508514 0.0468612 0.0437039 0.0722364 0.0581255 0.0479258 0.0408219 0.0749407 0.0317575
threshold=41.322103772800006 41.348489042950007 41.134354310300004 0.34515433670000012 0.36665069905000008 0.3447651268000001 0.34491482290000003 40.496232821400007 0.47851860725000006 39.56957118270001 39.039757512550004 40.712530798250008 40.259171735100004 0.47814436690000012 0.48320409570000006 0.37982395740000008 0.3453339720000001 0.48320409570000006 0.5089817670000002 0.55671985870000007 40.08085804200001 0.41865513010000005 40.580626202750004 0.48759019190000008 39.893178577750007 39.788107623550012 0.53839705400000015 0.56323163980000013 0.57161462230000015 0.51700547890000015
decision_type=2 2 2 2 2 2 2 2 2 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 -7 8 9 10 -1 12 13 -8 -14 -16 -15 -13 -19 -20 23 -17 -23 -18 25 29 -26 -21 -29 -25
right_child=1 -3 3 4 -6 6 11 -9 -10 -11 -12 17 14 16 15 21 20 18 19 27 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0030650215454287723 -0.056905839178917832 -0.00038673019516338855 -0.016716112175777422 0.045377377434900106 -0.00015988834527518758 0.054443883793834469 -0.10187390055865085 -0.055761059120651373 -0.032997028696871156 0.070163474270596243 -0.040431708916172621 -0.031187103210414121 0.069318749911379013 0.051250675732293749 -0.058988695706912092 0.045264613310690649 -0.02581577516702285 0.050490826789443902 -0.05899157044295622 0.063711949293794506 -0.033890485853898027 -0.041890918072015421 0.027168841795028022 0.010251852324775441 0.062006410442785646 -0.048982674078056093 0.0067265998961540301 -0.067594405048001169 0.055815320744119483 -0.0043961662819949135
leaf_weight=0.94921380952092504 0.26000764248692476 16.679495971361217 0.53372879722883126 0.73849111225263164 0.7072028585334067 0.3590031914728965 0.19160541134576448 0.32392920831807703 0.58160959882661689 0.29557541232816209 0.21752092055976391 0.80487062960310174 0.57052416697206254 0.37635910557582875 0.32580941719061207 0.4673637704745488 0.62398048759616731 0.46399376494809963 0.47346569464571076 0.16588281933218241 0.53470192576679743 0.17611623845026969 0.22225487531306953 2.2311173915977633 0.31191339949145902 0.24585052941351637 0.31543673604730316 0.094904380224761553 0.10218938955989376 4.3969823866453623
leaf_count=111 11 1529 14 20 32 14 53 18 13 12 7 24 23 9 18 18 29 10 25 4 35 27 20 104 17 17 23 8 34 621
internal_value=-2.08931e-05 -0.00125425 0.00115274 0.0123651 0.0231015 -0.000249983 0.00137097 -0.0094604 -0.00212248 0.0101574 -0.00504432 -8.39992e-05 0.00169674 -0.00232961 0.0227827 0.000500782 -0.000218887 -0.00937972 0.00411738 -0.021607 -0.00245573 0.022889 -0.00336185 -0.000387099 0.00172813 -0.00123644 0.0342113 0.0271573 -0.0036088 0.000534576
internal_weight=34.7411 16.9395 17.8016 1.97942 1.44569 15.8222 13.4543 2.36785 2.04392 1.46231 1.16673 13.0953 10.99 9.22795 1.76207 1.19154 9.03634 2.10531 1.30044 0.836442 8.65998 0.865735 0.398371 8.12528 7.5013 6.87395 0.62735 0.362977 0.197094 6.6281
internal_count=2900 1540 1360 66 52 1294 1133 161 143 130 118 1119 1014 908 106 83 855 105 81 71 846 65 47 811 782 742 40 46 42 725
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 1 1 0 0 0 0 2 2 0 2 0 1 2 0 0 1 1 0 1 2 1 1 2 2
split_gain=0.00448413 0.0300239 0.107394 0.0350549 0.0267314 0.0410649 0.0227672 0.0394575 0.0428295 0.030693 0.0464246 0.0440237 0.0364119 0.0260907 0.13208 0.1049 0.0785565 0.120707 0.127277 0.281498 0.119069 0.0666524 0.0851508 0.0654546 0.0471217 0.135125 0.107827 0.115449 0.127104 0.0966661
threshold=42.487106141350004 42.599563320500003 0.34744468730000005 42.654057868200006 42.37975859965001 0.4901499955000001 0.32600820335000008 0.31810424840000007 0.41254752850000004 0.47727612945000003 0.47778509625000004 0.47868327295000007 42.207998345450008 41.322103772800006 0.48119816770000007 42.049402686800001 0.48661716715000009 0.34587287805000005 41.532441862050007 0.49811382890000006 0.54017843775000018 0.3447052483500001 0.3447651268000001 0.56276758185000009 0.34491482290000003 41.289992964000007 0.34512439750000007 0.34524415440000006 41.21013581150001 40.982542372850013
decision_type=2 2 2 2 2 2 2 2 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 8 -1 -8 -11 -12 13 21 -15 16 -16 -18 -19 -20 -21 -13 -23 -22 -24 26 -26 -28 29 -29
right_child=1 3 -4 -5 5 -7 9 -9 -10 10 11 12 -14 14 15 -17 17 18 19 20 23 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.05219149614418022 -0.020300564769913567 -0.038940158961328269 0.048169668846203564 0.0010327802872122239 0.0075588093576638583 -0.034015678822009322 -0.0118736353202736 0.044977128474824983 -0.035958862449465077 0.019398785362848728 -0.028282004469858808 0.036189358073124255 0.032241874399885968 0.027204597503271588 -0.025987360334573481 -0.056650539623563527 0.080557403843027509 -0.053146611904640775 0.10274425708399047 -0.073317858233347841 0.038560032801508756 -0.051350191594613993 0.03652774772183718 -0.03486468557809079 -0.04642468943051789 0.060568853640927324 0.062396785999407546 -0.0014758536914547954 -0.052407152249513249 0.031103101354521323
leaf_weight=0.079931343799333088 0.40065549932717281 0.22536414691694417 0.53490919263413161 8.2756365727673433 0.4039158014862626 0.5769435681700088 2.1644751952154371 0.29501712195315122 0.17755308603057074 1.240458193700763 0.55595868248383595 0.53934197757917246 0.3495090116286822 0.89609539741650213 1.3818435691937345 0.53329313101255582 0.19371262378990639 0.37949933606607444 0.26812817156314828 0.24783609087990044 0.3231250571768669 0.3112901970744123 0.37440979562234034 0.19448595989846318 0.50454890169203004 0.36528623057249454 0.29633792163804074 11.024190194868972 0.45892052937144079 0.99276819756446677
leaf_count=40 23 22 32 1034 28 27 196 28 28 23 46 14 38 20 29 34 4 34 4 30 24 4 9 47 10 8 9 990 19 46
internal_value=-1.43281e-05 0.00184432 0.0188473 -2.69146e-05 -0.000712301 -0.0168954 -5.49659e-05 0.0200111 -0.00859419 -0.000524823 0.000621375 -0.000532261 0.000253479 -0.000326255 -0.00707357 -0.0157951 -0.00850481 0.00653025 -0.00361783 0.0145677 -0.0163196 0.00167883 0.000379744 0.0109716 0.00152861 0.000568048 -0.00108277 0.000708404 -0.000756872 0.00121562
internal_weight=34.5654 9.43657 0.935565 8.501 25.1289 0.980859 24.148 0.552502 0.257484 23.5955 21.431 20.1906 19.6346 19.2851 4.41802 3.52192 2.98863 1.60679 1.41307 1.03358 0.765447 14.8671 14.3278 0.517611 14.0165 13.6421 13.2768 12.7722 12.4759 12.017
internal_count=2900 1111 55 1056 1789 55 1734 96 68 1638 1442 1419 1373 1335 226 206 172 143 139 105 101 1109 1095 71 1091 1082 1074 1064 1055 1036
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 1 2 1 1 2 0 0 2 2 2 2 2 0 0 2 2 0 0 2 2 0 0 1 1 1
split_gain=0.00528358 0.109729 0.0440244 0.0215113 0.145726 0.0614959 0.0768119 0.0559832 0.236309 0.0522825 0.0286648 0.06381 0.0370289 0.133733 0.0214641 0.037765 0.0687674 0.0691436 0.103365 0.0385411 0.0706999 0.152561 0.0336769 0.0668105 0.0543019 0.121551 0.11597 0.0729784 0.0226 0.074379
threshold=0.48181192180000004 0.34458549145000011 0.48140774230000011 40.922041107600009 0.47997065955000012 0.34500464060000008 39.852039223600009 0.34554354660000003 0.35319301815000009 41.169697216150006 0.47694679800000012 0.47470135625000004 38.938637541200009 38.115457128050004 41.395309858300003 41.558544840500012 41.726652433350004 0.48077901860000011 0.48015029490000011 41.872669623500009 42.428475018400007 0.47470135625000004 0.47961138885000004 42.564639561200003 43.45354240915001 0.47715637260000004 0.47670728420000003 0.3447651268000001 0.34494476210000008 0.33672644530000007
decision_type=2 2 2 2 2 2 2 2 2 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 10 -7 -9 -5 11 12 13 -1 -11 -16 -17 18 19 -18 21 -21 23 -22 25 26 27 -25 29 -26
right_child=1 -3 -4 9 -6 7 -8 8 -10 14 -12 -13 -14 -15 15 16 17 -19 -20 20 22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0095306560857184117 0.070002027569298353 0.00021560207765906555 -0.036419259545319597 0.033743027943638655 -0.060732239480752154 0.034987510741667144 -0.039270993159105178 -0.10534301428637374 0.071798499465295304 -0.015044397520507355 -0.01712968783407388 0.056133018696300663 0.025953981451025839 -0.10874659234829445 0.025762940030857131 -0.047834633282745599 0.024753804927320808 0.027126362242664161 -0.0579875187314466 0.019021698946037034 0.043919678773735198 -0.091779981650581266 0.033407162572255893 -0.004325456434912652 -0.001138985358920091 -0.089867581057827828 0.075295783225771296 -0.10541129483128696 -0.014815419726639051 0.049089364384939722
leaf_weight=0.42285965654275359 0.22772244975567701 21.268981256978279 0.35327988820063261 0.491958871449241 0.44446977775805852 0.74543705349829581 0.61214811005970649 0.14947169963756579 0.15177646044559479 0.83196756450843068 0.51748600439168502 0.24739456141833216 0.31241575488820672 0.12351848673802124 0.60862633304168401 0.29057392090908241 0.60567286410150689 0.93123892447829337 0.31453970854636271 0.24271327405297416 0.31318211534863927 0.25463443542776076 0.31865155724517524 0.26825267075365999 1.9130897441732848 0.22426657231108038 0.1418186931979335 0.097332683847843882 0.62995813886914209 0.34852659210753234
leaf_count=93 8 2049 14 20 22 34 28 17 38 25 13 6 12 9 20 20 20 21 12 39 28 34 12 40 114 32 10 43 52 15
internal_value=-5.38962e-06 0.000954875 -0.00160469 -0.000624973 -0.00699543 0.000280829 -0.00908421 0.0202855 -0.0160946 0.00206479 0.00229663 0.0113845 -0.00150636 -0.017208 0.000195048 0.00188485 -0.000223051 0.00187188 -0.00227398 0.00099661 -0.00203113 -0.0377071 0.0021388 -0.000392359 -0.00422255 -0.0285596 -0.00146221 -0.0312383 0.00193558 0.00660146
internal_weight=34.404 21.4967 12.9073 12.554 3.72698 3.28251 2.23582 1.04669 0.301248 8.827 1.62367 1.10619 0.858794 0.546378 8.33505 7.50308 6.89445 6.60388 5.67264 5.3581 4.75243 0.497348 4.25508 3.93643 3.62325 0.731671 0.507404 0.365585 2.89157 2.26162
internal_count=2900 2057 843 829 272 250 161 89 55 557 133 120 114 102 537 512 492 472 451 439 419 73 346 334 306 125 93 83 181 129
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 0 2 2 2 2 1 0 0 0 1 0 1 1 2 0 2 1 2 0 2 0 2 1
split_gain=0.00448998 0.066743 0.020979 0.0268936 0.022583 0.0244295 0.0477397 0.0457093 0.0401261 0.0706995 0.0421259 0.0517364 0.0356387 0.0662397 0.059397 0.105391 0.0414429 0.0248608 0.0240068 0.0660061 0.0503884 0.0590027 0.11613 0.0382946 0.0673237 0.137722 0.0321665 0.0297807 0.0744941 0.077379
threshold=41.322103772800006 41.348489042950007 41.134354310300004 41.21013581150001 41.028010303750008 0.56704889075000009 0.39078171310000004 0.57944372925000021 40.712530798250008 40.580626202750004 38.771633980050005 38.703421923500009 0.39904493880000008 0.54017843775000018 0.54422023290000021 0.54679500610000009 0.44805544745000009 0.56915960600000015 0.3447651268000001 0.34503457980000002 40.496232821400007 0.47851860725000006 39.56957118270001 0.3453938505000001 40.337496327150006 0.48368312325000012 39.039757512550004 0.48271009850000007 39.468990633150007 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=2 -2 4 -4 5 6 18 17 9 10 11 -8 -12 -14 -15 -16 -17 -7 20 -20 21 22 26 -21 27 -26 -1 28 29 -25
right_child=1 -3 3 -5 -6 7 8 -9 -10 -11 12 -13 13 14 15 16 -18 -19 19 23 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.003948787041459444 -0.052346580545523713 -0.00040203398749354873 0.0277494064892925 0.0026340591168426729 -0.019120117026381302 0.067894119525501437 -0.0027038332016187105 -0.053852041604154799 -0.048911282639225055 0.04522000595761496 -0.05168608846156978 0.075577478695204703 0.022537960215837129 -0.063896168146729146 0.029088240128391903 -0.080341331453494536 -0.019809646465359217 0.017778291520590569 0.035185087831225911 -0.015201312676693043 -0.04633076720403545 -0.027699475659261053 0.067565571582154635 0.10076358330266531 0.062426080671319273 -0.0056874012231580414 -0.039192794089258354 0.0030100781272043142 -0.055476864329401826 -0.036388928231932016
leaf_weight=0.93468559027181697 0.25112627058909964 16.484164605020368 0.63785440902938617 1.2858293822685594 0.60063954939340192 0.13993659837478811 0.65508553066200503 0.070417278580364062 0.25865632277782413 0.23120403100620013 0.30920323458849441 0.09691730490885675 0.36690012446342724 0.30717885881313101 0.35220088763162494 0.18325013667288204 0.29548480144103451 0.33823360328569607 0.67741262865473828 1.0425288485509545 0.27652800068165095 0.58004126558080304 0.28235209948979889 0.079020716249942849 0.57178331975592278 0.61736505130102159 0.21203249180689454 5.7273490857238016 0.27809372569925017 0.085799579693435921
leaf_count=111 11 1529 22 44 34 22 196 301 17 12 24 4 20 14 10 34 20 57 22 40 15 13 12 4 18 28 7 204 17 38
internal_value=-1.05184e-05 -0.0011815 0.00110968 0.0109618 -0.00010753 0.000655327 -0.00013258 0.0213676 -0.011228 -0.0077437 -0.0125155 0.00738498 -0.0207643 -0.0144115 -0.0263231 -0.0124331 -0.04298 0.0324447 0.00285101 0.005157 -0.00630921 -0.000800767 0.0101171 0.00273597 0.00527695 0.0270639 -0.00402825 0.00107812 -0.0239042 0.0293669
internal_weight=34.2293 16.7353 17.494 1.92368 15.5703 14.9697 14.4211 0.548587 3.05608 2.79742 2.56622 0.752003 1.81422 1.50501 1.13811 0.830936 0.478735 0.47817 11.365 9.07935 2.28564 2.00911 1.42907 8.40194 7.35941 1.18915 1.14672 6.17026 0.442914 0.16482
internal_count=2900 1540 1360 66 1294 1260 880 380 351 334 322 200 122 98 78 64 54 79 529 371 158 143 130 349 309 46 118 263 59 42
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 2 0 0 0 2 2 1 1 2 2 2 1 0 2 2 0 0 1 0 1 0 0 2 0 1
split_gain=0.00496345 0.0961708 0.0360706 0.0205599 0.0926817 0.0828482 0.041949 0.068997 0.0518412 0.0360606 0.115406 0.0595633 0.0929388 0.0339891 0.0394762 0.0258441 0.0238683 0.301581 0.0821571 0.0981195 0.0995574 0.072563 0.0367769 0.0368062 0.0336529 0.0304501 0.0508942 0.0335624 0.0778802 0.0779273
threshold=0.48181192180000004 0.34458549145000011 0.48140774230000011 40.380906245900007 40.532725462000009 39.852039223600009 0.47943175355000006 0.47694679800000012 0.47470135625000004 38.938637541200009 38.115457128050004 0.34392682850000006 0.34193587020000005 40.922041107600009 41.169697216150006 35.131296350900008 0.34515433670000012 0.47760546090000006 42.131954243650007 42.686561923500008 0.47778509625000004 0.47727612945000003 0.34554354660000003 0.47961138885000004 0.3453938505000001 0.47577916830000005 0.43780126340000008 44.921040431000009 0.41197868325000003 0.31148768000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 9 10 11 12 15 -6 -15 -1 17 21 24 20 -20 25 -21 -24 -18 26 27 28 29 -16
right_child=1 -3 -4 4 13 -7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 18 -19 19 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.047819410158802658 0.066694025848726829 0.00023915685732023284 -0.033254146519815335 0.069839348644180843 -0.019898047165854998 -0.042075814606431713 0.030598607258553692 -0.033199171114120768 0.050415045973810538 0.024840654225785554 -0.10789555741060804 -0.07472647960177857 0.10177694659575298 0.029805943197128884 -0.10099851585709328 -0.027960491260895271 0.038940665404273718 -0.071438292999928821 -0.01108953043170198 -0.025686094403695632 -0.10522814199465241 0.048542258512861244 -0.0021417803591373282 0.035496590492145638 0.010931724975754434 -0.018321554540594618 0.026333818740492156 0.0015473419463831488 -0.084608677110358035 0.1020939525136805
leaf_weight=0.058722502730748416 0.22002759359748125 21.184149472310949 0.3494909728051433 0.19422967790887824 0.78306672573682945 0.57488393989876829 0.3852969380604917 0.60010240174597118 0.23682388128509047 0.30888014815036513 0.11301930655531578 0.076080232735707631 0.10496404720470309 0.47749265324273338 0.028014175801163499 0.19264429807981287 0.66957950914229547 0.58813819373671083 0.28506741294086158 0.30911273544863505 0.18540706794556172 0.35365753807127465 0.62629106717012717 0.44400312216021121 1.193775226602156 0.66090949961782275 0.8339866656660887 1.8666724178347065 0.14192184693683885 0.058027248829603195
leaf_count=48 8 2049 14 11 28 32 16 23 8 14 12 46 3 20 102 31 17 32 20 40 35 7 70 11 37 34 52 61 18 1
internal_value=-6.98326e-06 0.00092229 -0.00157312 -0.000676638 0.00145656 -0.00848026 0.000820597 -0.00596342 0.00901571 -0.00246062 -0.0179215 0.00559504 0.0227445 5.92147e-05 0.00185098 -0.0102573 0.000231937 -0.00463875 0.00617572 -0.00875299 -0.0481882 0.0053246 0.00469718 0.0134722 0.0209965 0.00106659 0.00544196 -0.0028762 -0.0390983 0.0359692
internal_weight=34.1044 21.4042 12.7003 12.3508 9.69935 2.65142 2.07653 1.69124 1.09113 0.854311 0.54543 0.432411 0.356331 9.50512 8.72206 0.251367 8.24456 4.53133 3.71324 1.84988 0.470474 3.94319 1.37941 1.07029 1.86335 3.58953 2.92862 2.09464 0.227963 0.0860414
internal_count=2900 2057 843 829 596 233 201 185 162 154 140 128 82 585 557 79 537 307 230 176 55 275 121 81 54 268 234 182 121 103
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 0 1 2 0 0 1 1 2 2 2 2 2 0 1 0 2 1 1 0 2 1 0 0
split_gain=0.00435005 0.0598163 0.0184366 0.0222647 0.0509571 0.0208124 0.0218375 0.0791213 0.039702 0.0366439 0.0313819 0.123976 0.062762 0.0591524 0.0569021 0.0476268 0.028943 0.175822 0.141573 0.0910229 0.0902443 0.0741091 0.0585345 0.271957 0.0383769 0.0517205 0.0653701 0.0978658 0.125781 0.0695212
threshold=41.322103772800006 41.348489042950007 41.134354310300004 0.34521421515000011 0.36665069905000008 41.028010303750008 0.38906020780000011 0.52161611930000007 0.38573695400000008 40.922041107600009 0.48181192180000004 0.47997065955000012 0.34500464060000008 0.3453339720000001 39.852039223600009 39.56957118270001 39.420767558750008 39.344049039350004 39.211875820650008 0.52215502530000013 0.38991347565000006 0.53136133645000017 39.134693790050008 0.39051226010000012 0.40621538280000008 0.56704889075000009 39.468990633150007 0.43887907550000005 0.57507260265000015 0.57944372925000021
decision_type=2 2 2 2 2 2 2 2 2 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 -8 9 10 11 12 14 -12 -1 -14 17 18 19 -9 -21 -18 23 -22 -23 -26 -27 -28 -29 -30
right_child=1 -3 3 4 -6 -7 7 16 -10 -11 13 -13 15 -15 -16 -17 21 -19 -20 20 22 24 -24 -25 25 26 27 28 29 -31
leaf_value=0.0010419365335823686 -0.049842294972930752 -0.00042351726260676309 -0.0061482085766123226 0.038146285580467135 -0.0010798624251774759 -0.018293867209041789 -0.056034195236814681 0.098789207204748999 0.034178494380354925 0.032837680879435803 0.036334499509289846 -0.056777908886611973 0.05522638867725909 0.0021075865099490286 -0.035504187942779403 0.0073546040743604039 -0.042047476171311722 0.084021955191618938 -0.079921343844484599 0.096375410097489692 -0.1276034099145342 0.041322220255294306 0.052214470986566432 0.0027150752794920835 -0.014806216358693334 0.1022084535050492 0.10094336314823178 -0.10576094827625222 0.09108539107536652 -0.065120339928201515
leaf_weight=1.5514244743035392 0.24863733897904339 16.409561367261858 0.56896057025005475 0.62899546124208405 0.69942573040278688 0.60046448433331434 0.27958235033790924 0.098120276089959435 0.40917398384772319 0.37603055680665498 0.57460098655428726 0.42607527421932889 0.29304456520323829 4.1648057819082425 0.587317726219453 0.71461825144632485 0.54475288277899414 0.25813936698250461 0.21647933339778536 0.09433559421449933 0.17448566778512109 0.19910838940995734 0.17471975977537102 1.9471306765121226 1.3003422086042062 0.088249954843831691 0.079657944850623608 0.10976157876575598 0.086811042635787317 0.042411918215460531
leaf_count=133 11 1529 17 17 32 34 31 3 24 13 12 22 50 169 28 35 24 7 19 2 8 10 8 489 80 3 4 13 7 66
internal_value=-7.90183e-06 -0.00116113 0.00110325 0.0104041 0.0174934 -4.32914e-05 0.000697611 -0.00415906 0.00373752 0.00230384 0.000922491 -0.0061548 0.00070041 0.00625722 -0.00899396 0.0212765 -0.00148045 0.00516886 -0.00235537 0.00439145 0.000517081 -0.00951956 -0.00342087 -0.00800256 -0.000224443 -0.00506987 0.0260454 0.0049516 -0.0270442 0.0398175
internal_weight=33.9472 16.6582 17.289 1.89738 1.32842 15.3916 14.7912 5.69409 9.09709 8.68792 8.31189 3.57248 3.14641 4.73941 2.13874 1.00766 5.41451 2.96341 2.70527 2.48879 2.39067 2.4511 2.29634 2.12162 1.90634 1.70723 0.406892 0.318642 0.238985 0.129223
internal_count=2900 1540 1360 66 49 1294 1260 774 486 462 449 268 246 181 161 85 743 536 529 510 507 207 505 497 183 173 93 90 86 73
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 0 1 1 0 1 1 1 1 2 1 0 0 2 0 1 1 1 0 1 2 0 1 0 0 2
split_gain=0.00465256 0.0532698 0.142666 0.132791 0.0454102 0.0615687 0.0286647 0.0250469 0.0526429 0.0164239 0.0160377 0.0882737 0.0794021 0.0657366 0.077573 0.0384805 0.0401475 0.0826705 0.028041 0.0256747 0.05118 0.0430503 0.0509957 0.0773634 0.0418194 0.189711 0.0958552 0.035075 0.0561745 0.102023
threshold=0.54317236010000014 0.41917906650000009 0.40367054880000008 0.54475913895000005 0.4211999641000001 0.55240861050000023 0.39513787010000007 0.41865513010000005 0.54017843775000018 0.4211999641000001 0.39971857130000005 0.39584144190000009 0.4019490434500001 42.072181850200003 0.41753240920000007 0.53592706805000012 0.53484925600000011 40.421032462050007 0.53839705400000015 0.39024280710000009 0.38906020780000011 0.38733870245000007 0.51700547890000015 0.38042274180000007 39.468990633150007 0.52428071015000011 0.39388042275000007 0.51401155655000019 0.50579323975000012 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 -2 10 9 -9 11 19 -12 14 -14 16 17 -13 -15 20 21 22 27 -24 -21 -26 -27 28 -1 -30
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 12 15 13 18 -16 -17 -18 -19 -20 24 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00054215006114120986 -0.014444728336910373 0.062602512029481458 -0.10383937030981578 0.031647973818828008 -0.033179093271792248 0.0022991848158454495 0.075062015131915516 -0.015012624361111913 -0.0064831239117989952 -0.10187794366094044 0.069145847082529757 0.0038902782918601242 -0.063571486418598777 0.002276585924913936 0.015823706575166126 -0.097623723868071333 0.027941851819448523 -0.10369046495236872 0.063819827955716821 -0.00062639071344544606 -0.023506608459937572 0.033273260481229111 -0.092460154733728442 -0.0055031545919407027 0.09473915887031123 -0.058884702104257683 0.030362672972009893 0.02134927753652411 0.022541201132591199 -0.06180601710380882
leaf_weight=21.502289720292026 0.066221250492392469 0.37367790713506099 0.15724352344001524 0.42266801083955474 0.57197881819956853 3.377478479335843 0.07783330574966385 0.028855723910966247 0.52551830604534189 0.08859422752221624 0.19770025805473856 0.15096166802127342 0.24785262663175267 0.13768634550913816 0.24441704907803796 0.10140218088054098 0.095199328847229481 0.13558404376749422 0.16014359937980771 1.1627373024084864 0.93875366011889028 0.38946046325145189 0.14867387916149155 0.32809542151699134 0.28204559976752097 0.21186187753971808 0.27859444578643888 0.77397353990909223 0.22940702480263908 0.38251362345090456
leaf_count=1123 23 18 59 21 39 946 24 5 28 84 18 37 33 38 11 10 4 46 9 55 23 21 35 27 22 40 14 28 18 41
internal_value=-3.55218e-06 0.00279669 -0.0379766 0.00538528 0.000495021 -0.00283894 0.0339162 -0.00049527 -0.0200103 -0.0805364 -4.87273e-05 -0.000504743 0.0124673 -0.00171495 -0.0241509 -0.0428662 -0.0283211 -0.0470134 0.0353685 0.000263866 -0.000605413 0.000299623 -0.000250001 -0.0326195 0.0113556 0.0293905 -0.00818942 0.000424267 -0.000308085 -0.0301845
internal_weight=33.7894 5.0471 0.301298 4.7458 4.37213 3.94946 0.144055 28.7423 0.642968 0.11745 28.0994 27.1116 0.9878 0.7901 0.49227 0.483147 0.381745 0.286546 0.29783 26.6284 24.6932 23.7544 23.365 0.476769 1.93524 0.772502 0.490456 22.8882 22.1142 0.611921
internal_count=2900 1130 106 1024 1006 985 47 1770 117 89 1653 1544 109 91 44 97 87 83 47 1447 1316 1293 1272 62 131 76 54 1210 1182 59
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 0 0 0 2 0 0 2 2 2 2 0 0 1 1 1 0 2 0 0 2 1 0 1 1
split_gain=0.00457325 0.0243656 0.0602592 0.0293169 0.123191 0.0343986 0.0270927 0.0414641 0.0344304 0.0448187 0.0340263 0.0556492 0.10002 0.0546188 0.0336596 0.0300389 0.0782991 0.411274 0.0625482 0.0672337 0.0576948 0.112718 0.0818144 0.170476 0.128116 0.0758929 0.0444788 0.0845193 0.0434756 0.310671
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 0.32272985840000007 0.43563066975000003 0.41254752850000004 0.47727612945000003 0.47778509625000004 0.47868327295000007 42.102795028150005 0.47512050540000011 0.47305469895000007 39.530201452500002 37.186372654950006 35.131296350900008 41.322103772800006 0.48218616210000004 0.48543456785000005 0.3447052483500001 0.3447651268000001 0.34530403280000005 0.48759019190000008 41.532441862050007 0.4942366995000001 0.4992664890500001 41.986601436450009 0.42552618185000007 0.56276758185000009 0.34500464060000008 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 3 -3 4 5 -1 10 -8 -9 15 11 12 13 14 -5 18 -17 -18 -10 -20 -19 -22 -23 -24 -25 26 -26 -28 -21 -30
right_child=-2 2 -4 6 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 16 17 20 19 28 21 22 23 24 25 -27 27 -29 29 -31
leaf_value=0.046908676216079304 0.0018766207612261861 -0.04931310506499581 0.00019913909264614529 0.014177732950543691 0.097663162632401171 -0.032508519669905804 0.01872837394784186 -0.02556084825773404 0.035924899168872176 0.033466855409163374 -0.024725036451192811 0.026561552237977477 -0.0765056594672857 0.02568526622842018 -0.10477700144490712 0.0095389391253040013 -0.11638191262535087 -0.04541233485047963 -0.045829371103756816 0.027207887475875044 0.06283380005508693 -0.047716821273272168 0.080749018248129634 -0.085194041584857591 -0.050466481724695679 0.056270586437876441 0.045438705735482837 -0.055325476016265855 -0.1149596180189037 0.0022430435016539615
leaf_weight=0.07254359626617457 9.322144173929841 0.35328450584820703 0.80800550686470274 0.039239605750334805 0.1542343741748482 0.21975592441845038 1.1882595908828104 0.53379514211519818 0.51253002748126597 0.39630763084893672 0.99725172504258797 0.47835254261735827 0.20378583416430729 0.36153790826804943 0.060405393882424718 1.5483677866868681 0.37007150435238179 0.26948656886816058 0.3082496365532269 0.62282353139016677 0.27789904759265471 0.36540155111970651 0.24520061630755641 0.19429486524313688 0.20751015529026517 0.21410314130474717 0.22279800379328663 0.13289443158376635 0.23025832511484523 12.723564746058369
leaf_count=45 1111 33 44 61 6 33 23 44 14 44 37 17 47 26 17 28 15 4 4 14 5 34 5 4 33 23 12 40 6 1071
internal_value=-6.48783e-06 -0.000728537 -0.0148633 -1.95108e-05 0.0253553 -0.0127986 -0.000518565 0.000595947 -0.000516074 0.000193455 -0.0112253 0.000549667 -0.0181623 0.0076183 -0.0579333 -0.000521437 -0.00813202 -0.019078 0.00161838 0.000352032 -0.00216887 0.00409612 -0.0062206 0.00624058 -0.0125629 0.00559189 -0.0136738 0.00779102 0.00140055 0.000159729
internal_weight=33.6344 24.3122 1.16129 23.1509 0.446534 0.2923 22.7044 20.5638 19.3756 18.8418 2.14057 1.14332 0.664969 0.461183 0.099645 18.4455 4.04803 2.49966 14.3974 13.8849 2.12959 1.8601 1.5822 1.2168 0.971601 0.777306 0.563203 0.355692 13.5766 12.9538
internal_count=2900 1789 77 1712 84 78 1628 1423 1400 1356 205 168 151 104 78 1312 203 175 1109 1095 160 156 151 117 112 108 85 52 1091 1077
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 0 1 2 2 2 1 0 0 1 0 2 2 2 2 0 0 1 2 1 1 0 0 1
split_gain=0.00447267 0.0796383 0.0541458 0.034641 0.033468 0.052804 0.0197182 0.0909755 0.0260177 0.0830326 0.0878217 0.0476428 0.0722182 0.110699 0.0453614 0.105443 0.0958432 0.0418463 0.0367501 0.15459 0.119519 0.079542 0.0723084 0.0622398 0.0486739 0.236014 0.0187649 0.0889608 0.0217439 0.0544385
threshold=40.12915366295001 40.21994457600001 40.259171735100004 40.036761086100007 40.496232821400007 40.380906245900007 0.43447800965000011 0.42314601355000009 0.36501901140000009 39.893178577750007 39.788107623550012 39.468990633150007 0.36000419150000007 0.47778509625000004 0.51700547890000015 0.36927038110000004 0.52161611930000007 38.441102963850007 39.420767558750008 39.344049039350004 39.211875820650008 0.52215502530000013 0.53781323915000012 0.38991347565000006 39.134693790050008 0.39051226010000012 0.39078171310000004 0.52772372085000019 0.52833747495000016 0.39458399450000009
decision_type=2 2 2 2 2 2 2 2 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 -4 7 -1 11 10 14 12 13 -8 15 -10 -16 -17 19 20 21 -18 -20 -23 25 -25 -27 -28 -29 -30
right_child=1 2 4 -5 -6 -7 8 -9 9 -11 -12 -13 -14 -15 16 17 18 -19 22 -21 -22 23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.068993395610881955 0.041331612744317334 -0.030300642939315045 -0.00027395828225087966 -0.038551127775786537 -8.5842613555587531e-05 0.050364249209386515 -0.0096130779558835349 0.087196135352879803 -0.0024424340455646287 0.044778977065497022 -0.063179423021822348 -0.024778498887331166 -0.034388196545352752 0.049639119974595095 -0.052119168847217082 0.019722159177840575 0.097469469718726359 0.075592916052394543 -0.045003220102677335 0.081551398608412942 -0.073411596297381462 0.05373685677874819 0.013688534620321591 -0.1241305277722949 0.047766402744826499 0.015901728240866761 -0.10546853562813348 0.063659470946678759 -0.090462621468776261 0.0044855978185702663
leaf_weight=0.05687938381346036 0.47356672985149373 0.57858431935672072 0.51269562634672894 0.24993797238659077 21.642166336630329 0.34415688320257232 0.84310503017242699 0.10829510727572966 1.0851761774392796 0.4258691780876801 0.21826209124607476 1.1817570925548464 0.43332342138867819 0.50367221090709791 0.37750714853609668 0.23621605264987788 0.089777783548017243 0.30996863730251789 0.4526284034946001 0.24745828722370777 0.21029207760005864 0.21001298864939633 0.39144860756087496 0.15992828554044614 0.1733129980123066 0.66350538519327518 0.082181412498996909 0.054748271650168934 0.063989301670517196 1.0721968972221212
leaf_count=72 24 12 36 24 1784 24 67 10 25 29 16 40 31 37 29 37 3 11 13 7 19 12 33 8 8 8 34 7 6 434
internal_value=-1.19133e-05 0.000737829 -9.51811e-05 -0.00179522 0.000681582 0.020065 -0.000843377 0.0334108 -0.00143981 0.00208873 -0.000892351 -0.00921259 0.00112117 0.0125463 0.00141957 0.0155941 -0.00402262 0.0514297 0.000667259 0.0058118 -0.000930202 0.00500144 -0.0177844 0.00165386 -0.00316498 -0.00737526 0.00226651 -0.0048397 0.00210427 -0.000861827
internal_weight=33.4526 23.5512 23.0776 9.90145 22.499 0.856853 9.65151 0.165174 9.48634 6.52448 6.09861 2.96186 1.7801 1.34678 5.88035 1.63136 4.24899 0.546185 3.87148 3.0274 2.77995 2.56965 0.844077 2.47988 2.26986 2.09655 1.93662 1.27312 1.19093 1.13619
internal_count=2900 1880 1856 1020 1844 60 996 82 914 739 710 175 135 104 694 73 621 48 592 546 539 520 46 517 505 497 489 481 447 440
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 2 1 1 2 2 1 1 2 2 2 1 1 0 2 0 0 0 2 0 0 1 0 0 1
split_gain=0.00404384 0.057838 0.0793405 0.0347432 0.0341338 0.0374732 0.0761575 0.0408145 0.0415769 0.0556018 0.021047 0.0137872 0.0223128 0.0110249 0.0130712 0.00844245 0.032597 0.100713 0.0270771 0.0812204 0.0602017 0.0420214 0.146699 0.0434489 0.0772873 0.0887997 0.109756 0.0975414 0.0760762 0.059586
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 48.988717865950008 0.3972336157500001 0.42646926740000007 41.468518788800004 0.32272985840000007 0.34193587020000005 40.08085804200001 35.818873074050011 0.34392682850000006 0.34427112960000006 45.154229826150008 44.921040431000009 43.19689381845 0.34479506600000004 0.34488488370000009 0.47760546090000006 44.758188263300006 0.4755546241000001 0.48041974790000003 0.48119816770000007 43.542456167850005 0.48414718120000005 0.48607826115000008 0.3465914194000001 0.49320379630000005 0.49967066855000003 0.37419538340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 6 10 -7 9 -9 -6 -10 -13 14 -1 -14 -17 -18 19 20 -19 -20 -23 29 -25 -26 -27 -28 -29 -24
right_child=4 -3 -4 -5 5 7 -8 8 11 -11 -12 12 15 -15 -16 16 17 18 21 -21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-0.10033343604937257 0.032656678900312854 -0.043364663296371828 0.05487758389000217 0.0010201084254022263 0.034014608007117676 0.031065305091072748 -0.11342433490581588 -0.0086429032661228967 0.014406697709050096 -0.10222452286543691 -0.028472811081144939 -0.030756469363368871 -0.00057719508548634149 -0.066081909370374878 0.037158997640180713 -0.043744941488275131 0.10201370077517545 -0.0032327455695716719 0.030832318428655598 0.020382176281901955 -0.10610724320368457 -0.10745998804062323 0.075148311551785696 -0.10625102595463908 0.10317635176729562 -0.10944699015656474 0.093011736898968814 -0.10836305043492389 0.0026950405744424095 0.0019535307525327828
leaf_weight=0.0096443066821894075 0.32104573346441867 0.30750771586158976 0.25087380409240723 0.5832003538380377 0.089262988080432204 0.42342889652354543 0.087987640537971146 0.20719392559613226 0.6653430843725826 0.091541216226939781 0.13606647680864192 0.23627321003005164 25.653516393914831 0.12227366928709671 0.024427793920040131 0.13644046615809236 0.10624796897172961 0.10033423301911204 0.58623277163133058 0.25313648005248979 0.1313576316204319 0.11857383325696025 0.20043526298832182 0.065856710309163069 0.086185179650783872 0.088389184908010399 0.11700176523180505 0.063880516316858205 1.7910572946362364 0.24987327493033717
leaf_count=93 12 29 4 9 24 23 38 29 23 40 34 13 1840 7 4 5 2 17 18 13 27 4 11 4 1 3 13 14 510 36
internal_value=-8.12198e-06 -0.00548005 0.00628245 -0.0102023 0.000213774 -0.000114944 -0.034527 0.000228731 -0.000193162 -0.0373191 -0.00371877 0.00016869 -0.000147242 -0.0520642 -0.00175904 9.58672e-05 0.00431233 0.00596873 0.00331978 -0.0187755 -0.0615574 0.0065009 0.00137233 0.00621882 0.00045572 0.00372957 -0.000430372 0.00445613 -0.00112959 0.034533
internal_weight=33.3046 1.29793 0.99042 0.739546 32.0067 31.6856 0.313317 31.3723 30.9489 0.298735 0.225329 30.6501 29.9848 0.156346 0.0340721 29.7485 4.095 3.95856 3.85231 0.484828 0.231692 3.36749 2.78125 2.66268 2.21237 2.14651 2.06033 1.97194 1.85494 0.450309
internal_count=2900 146 117 113 2754 2742 96 2646 2623 69 58 2554 2531 104 97 2518 678 673 671 57 44 614 596 592 545 541 540 537 524 47
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 0 2 1 2 2 0 0 2 0 1 1 1 2 2 0 2 1 0 1 1 0 0 1 1 0
split_gain=0.00419213 0.0480312 0.100105 0.065038 0.035999 0.0326834 0.0699461 0.0660826 0.020849 0.0181529 0.107779 0.0204739 0.079054 0.017344 0.0794439 0.0921711 0.0311522 0.0170052 0.0620795 0.0150757 0.0146373 0.0202122 0.0388873 0.0231235 0.0201774 0.0160309 0.0140487 0.05773 0.0592569 0.0350554
threshold=48.919835655300012 0.31100865245000009 0.31123319660000009 0.39614083410000006 0.31063441215000004 0.42646926740000007 48.988717865950008 0.36106703390000006 48.680511450650009 48.461603274950008 0.41856531240000011 0.43563066975000003 39.56957118270001 0.4588185982500001 0.32272985840000007 0.33263974130000007 0.34307356065000005 48.315732392000008 41.24714903835001 0.37331217625000007 51.779769178100004 0.48627286610000009 0.66697104880000013 0.48363821445000005 0.39745815990000005 0.61532588845000014 0.47577916830000005 0.3447651268000001 0.35675578575000005 0.47727612945000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 -7 -8 19 10 17 12 -12 14 -13 -16 -15 18 -4 -1 21 23 -23 24 -9 -22 27 -18 -29 -28
right_child=4 2 9 -5 5 6 7 20 -10 -11 11 13 -14 16 15 -17 26 -19 -20 -21 25 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.033201136958988069 0.054198559956402263 0.067665453152966099 -0.10128297539445751 -0.084405455986931985 -0.02156272035628834 0.06189155963663906 -0.10956658759643517 0.043744006492298322 0.10098743425341117 -0.019579741055264041 0.027650877655002494 0.07645834160298258 -0.081138808333419771 -0.029229184125563253 -0.10167100017184538 0.03684936393510798 0.025293469192987313 0.10389824378921829 0.10004474308850404 -0.10046700138944238 -0.10232062502375086 -0.1011462202017066 0.063033362105903282 0.072741211289393468 -0.038312725298934293 0.00074553986959807457 -0.015988428271589104 -0.056468063037622855 0.016885210987733091 0.00057838541185532713
leaf_weight=0.024257471450255141 0.095621875167127501 0.22069336706511222 0.021635161867091024 0.14591127359381062 0.84893724859102782 0.17535054971813224 0.061261072031314256 0.059589983858131745 0.027966625988483429 0.46277873323015128 0.13143887304098179 0.15286174434003913 0.1358155052486314 0.36255107229101469 0.080861168812589299 0.11833181143131084 0.87148296553641624 0.10430791229009628 0.052436118069977056 0.012938002045827623 0.024632039429715924 0.03648223203708767 0.023863591820713737 0.076881824526935816 0.060279951299449408 0.038961891747931077 1.3407538120321465 0.21629432594272657 0.224367610388855 26.967292209583974
leaf_count=11 6 7 55 24 16 9 7 19 1 28 23 10 36 43 22 39 24 1 13 90 81 25 34 7 32 17 94 35 23 2068
internal_value=-1.11095e-05 0.00023366 0.000552603 -0.0473101 -0.0051734 -0.00921059 0.00960535 -0.0143987 0.0357541 7.85367e-05 0.000374096 -7.76832e-05 -0.0276348 0.000165099 0.0222317 -0.0193821 -9.40051e-05 0.0778796 0.0412398 -0.0132937 0.00378101 0.0144064 -0.0362219 0.0299346 0.00247948 -0.0391754 0.000262609 0.0103781 -0.0191195 -0.000206268
internal_weight=33.1768 31.675 31.4639 0.211073 1.50186 1.40624 0.557303 0.381953 0.0651621 31.2432 30.7804 30.6021 0.267254 30.3348 0.352055 0.199193 29.9827 0.178379 0.0740713 0.0371955 0.320692 0.257098 0.0603458 0.196752 0.11987 0.0635939 29.6202 1.31214 0.440662 28.308
internal_count=2900 2647 2521 126 253 247 231 222 102 2514 2486 2417 59 2358 71 61 2287 69 68 101 215 117 59 58 51 98 2244 82 58 2162
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 2 2 0 0 0 1 1 1 2 1 2 2 0 0 0 1 2 0 0 0 0 0 2 0 0
split_gain=0.00428114 0.0351285 0.080808 0.207245 0.0291017 0.020693 0.124648 0.0882871 0.153507 0.172054 0.0589737 0.0492964 0.0483279 0.0437355 0.123042 0.0621965 0.0560478 0.128486 0.151539 0.0801415 0.0277582 0.047951 0.025592 0.0788279 0.0241338 0.0418539 0.0419359 0.0360267 0.0167486 0.0684182
threshold=0.34545372890000009 0.34569324270000007 41.028010303750008 42.487106141350004 0.34536391125000004 41.872669623500009 42.233786329550007 0.48607826115000008 0.48320409570000006 0.48181192180000004 0.3453339720000001 0.32600820335000008 0.32144247180000002 43.022303514600004 0.34503457980000002 42.599563320500003 44.015822920550008 0.48119816770000007 0.4755546241000001 0.47440196400000006 0.34515433670000012 41.24714903835001 0.47305469895000007 0.45612406815000006 0.47943175355000006 0.47814436690000012 0.47727612945000003 37.962710038050005 0.47760546090000006 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=4 2 -2 -4 5 7 -7 8 9 10 11 12 -1 14 15 -8 17 18 19 22 21 24 23 -15 25 26 27 -13 -3 -30
right_child=1 28 3 -5 -6 6 13 -9 -10 -11 -12 20 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0031807101128150275 0.016620797589554457 -0.016705814858791291 -0.082619543427298575 0.01345184670164901 0.026593959621835746 -0.072196696299933735 0.030294640093169962 0.046456360852851319 -0.051949592057731267 0.067297971390326825 0.038017416902692745 0.019093382868319908 0.070913902340609625 -0.10158137574271181 -0.071801802447143195 -0.029874418640567169 -0.0013424557965827542 0.10150511560089846 -0.1035839461828436 0.085333739949184639 0.0090674836107676546 -0.029354924179669107 -0.072757416964274318 0.10163284044480331 0.013635938075780285 -0.038359000597005345 0.026184727331557175 -0.023552450629532529 0.037103542855261337 -0.00023910204433880199
leaf_weight=0.27300744864032189 0.48572587480885221 0.56861416025305445 0.44375749389701014 0.45453470413962549 0.44683129297130442 0.25900554186426905 0.40166161204875572 0.45597755583003152 0.50528603140264738 0.418250745628029 0.39018061065721621 0.2730037471885971 0.17152261498659982 0.032801142682962303 0.30172665292562328 0.30020028978344682 2.2073030649216925 0.18823370392783545 0.10240737319970616 0.16020802636921871 0.99132061298246288 0.92547714838201489 0.054025351069867611 0.045660369098186493 0.66435695649124671 0.37541516831697652 0.4090436203405261 0.72194406728806371 0.50327366448073263 19.542957294742958
leaf_count=60 16 109 30 31 28 39 29 10 7 10 12 55 16 51 29 24 105 6 19 7 29 30 2 1 16 18 8 37 35 2031
internal_value=-9.8049e-06 -0.000817053 -0.0162394 -0.0340075 0.0015937 0.000542617 -0.00507724 0.00400716 0.000843814 0.00559587 0.000628478 -0.00240756 0.0293157 -0.000495464 -0.0183986 0.00455914 0.00594299 0.0335106 0.00111681 0.0377493 -0.00564153 -0.00996932 -0.0197917 0.0166783 -0.0026278 -0.0087 -0.000769443 -0.0118509 0.000218353 0.000698409
internal_weight=33.0737 21.9989 1.38402 0.898292 11.0749 10.628 4.05323 6.57479 6.11881 5.61352 5.19527 4.80509 0.44453 3.79423 1.00359 0.701862 2.79064 0.583336 0.395102 0.292695 4.36056 3.36924 0.132487 0.0784615 2.44376 1.77941 1.40399 0.994948 20.6148 20.0462
internal_count=2900 2252 77 61 648 620 312 308 298 291 281 269 76 273 82 53 191 86 80 61 193 164 54 52 134 118 100 92 2175 2066
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 0 2 0 1 1 1 2 0 0 2 1 1 1 0 1 0 0 1 0 2 1 2 2 0 1
split_gain=0.003946 0.0488973 0.0224381 0.0113029 0.0143208 0.0120383 0.0154898 0.0099717 0.00946307 0.0168474 0.0201992 0.0154183 0.00878582 0.0489328 0.0548887 0.0382761 0.069791 0.0226337 0.0538679 0.0494539 0.0419221 0.075877 0.0297215 0.0385243 0.0466177 0.0373494 0.0317541 0.0323021 0.0249867 0.0225919
threshold=0.46613873835000008 0.47106374065000006 0.46208197360000008 0.47777012665000013 45.027406014450008 0.59665878265000016 42.526729949000007 0.63514565435000014 0.48627286610000009 0.49703601690000004 0.49994012155000006 48.315732392000008 0.54679500610000009 0.54317236010000014 40.036761086100007 0.42067602765000006 0.40367054880000008 0.4323972336000001 0.55411514625000013 0.42829556000000008 0.55892039160000018 0.56323163980000013 0.44805544745000009 0.57507260265000015 40.922041107600009 0.43887907550000005 39.091773401050006 42.406961525800007 0.55041765215000005 0.41865513010000005
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 7 -7 -6 -10 -11 -12 13 29 -15 16 -14 19 -19 28 -20 -22 23 25 -25 -23 -24 -28 -17 -1
right_child=1 3 -4 4 8 6 -8 -9 9 10 11 -13 15 14 -16 17 -18 18 20 -21 21 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=7.5110767539723596e-05 -0.10291352950364219 0.032801902188130949 0.028922140795432701 -0.1007414475743621 0.029994121822980786 0.030234770301967487 -0.10052140507648495 -0.10050860253429975 -0.061010906068432173 0.052650769023633151 -0.066369038860606619 0.0024387097794272127 0.027440515377393528 0.050974799340213275 0.0038632756669953611 0.017776027311572559 -0.1048890634819592 -0.06928699000198689 0.033234236939137712 0.05451394107406321 -0.05411913875934269 -0.0083212752040734521 0.052756375841817277 0.097540931546677645 -0.016243431862571312 -0.065701964612120051 -0.026175679235058948 0.017447983083163272 -0.034408207994828362 -0.019002803375707637
leaf_weight=27.303132324902887 0.049822994542105259 0.09042861565596183 0.26871780885471608 0.025073098735290206 0.094657407418708317 0.039628893877987181 0.017019487965932001 0.0068404457589661119 0.047373528562275169 0.063890209072269499 0.041315180937203877 0.15377918173396665 0.066466955895181479 0.39654992265673061 0.65708112556967535 0.19565541134215925 0.099544734092103182 0.1308103959572694 0.2754569500896199 0.20567545538290766 0.30571720139414527 0.29614952496967795 0.15662298808409592 0.058437939764976576 0.093806237235980916 0.18386226151460505 0.25034492097620387 0.52719431484274537 0.17278503113935528 0.63515177042831439
leaf_count=1653 33 52 23 41 12 105 54 140 28 6 36 78 37 26 38 7 51 15 25 38 30 33 43 25 25 25 32 38 35 116
internal_value=-6.74958e-06 -0.00784594 0.000146208 0.000320446 -0.00567912 -0.0420731 -0.0189037 0.0109889 0.00235828 -0.00618054 0.00384904 -0.0121327 -9.53569e-05 0.000439213 0.0215944 -0.00522971 -0.0519076 -0.00251314 -0.00698459 0.015232 -0.00318974 -0.00854899 0.000344922 -0.0163986 0.027432 -0.0303002 0.0116772 0.00340244 -0.00669646 -0.000358608
internal_weight=32.909 0.629829 32.2792 0.580006 0.489577 0.0885619 0.0634888 0.0464693 0.401016 0.306358 0.258985 0.195094 32.0104 28.9919 1.05363 3.01853 0.166012 2.85252 2.2784 0.574116 2.14759 1.87214 1.56642 0.632256 0.152244 0.480012 0.934162 0.777539 0.36844 27.9383
internal_count=2900 585 2315 552 500 340 299 245 160 148 120 114 2292 1833 64 459 88 371 291 80 276 251 221 108 50 58 113 70 42 1769
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 1 0 2 2 2 1 1 1 1 0 2 0 1 2 1 1 1 0 0 0 1 1 2
split_gain=0.00461217 0.0719654 0.0449521 0.0284198 0.0276619 0.0492448 0.0147328 0.0670944 0.0482686 0.119725 0.124777 0.065248 0.0453441 0.0535502 0.0336081 0.124398 0.130145 0.0586092 0.0743863 0.0338029 0.029167 0.0381919 0.0301845 0.0286274 0.027063 0.0256501 0.0408955 0.0239015 0.0937089 0.0268563
threshold=40.12915366295001 40.21994457600001 40.259171735100004 40.036761086100007 40.496232821400007 40.380906245900007 0.39971857130000005 0.4019490434500001 0.51589772760000019 41.134354310300004 41.395309858300003 42.34047585750001 0.39167988980000007 0.39513787010000007 0.42067602765000006 0.41917906650000009 0.54095685760000012 42.072181850200003 0.53839705400000015 0.4130864345000001 42.96395231715001 0.38733870245000007 0.38185982460000006 0.37027334510000004 0.50482021495000018 0.50041914915000019 0.49588335680000006 0.34829795515000012 0.35675578575000005 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 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 23 -10 -11 -12 20 -14 15 16 17 -9 19 -19 -13 22 -22 25 -25 26 27 29 -29 -6
right_child=1 2 4 -5 6 -7 7 14 9 10 11 12 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00096143810043550606 0.039459888091907376 -0.027710776409660094 -0.0011175723534541655 -0.035255992340239191 -0.014004026728784794 0.0484116582866903 0.077778428166918046 -0.036780417292012028 -0.1082928000366376 0.059303094816135618 -0.10196375931808535 0.048269028240463557 -0.10464187065541974 -0.018442782399735482 -0.0016855035565369368 0.066471827113836771 -0.10361381204853225 -0.052751296955937332 0.10101436611861436 0.04331547375484026 -0.10249568052455643 0.023507213753964307 -0.0029183080648584486 0.04792172514694152 0.0042699547517515016 -0.023222083315570893 0.025393217541763421 -0.05729520141684228 0.012223206173686224 0.0013912932254371566
leaf_weight=9.4662838329621906 0.47072452353293215 0.57244175782336526 0.5074447911329355 0.2479710560569125 1.2501891948221526 0.332129252104437 0.12388218872183721 0.13781294216278173 0.13790430068183823 0.21253300853004453 0.10055291066964855 0.12120241951197386 0.098152119949865835 0.2712167732584021 3.1921682026473288 0.35127189080230892 0.11657019618461462 0.0731227959775822 0.12227037735283375 0.073387781263591023 0.060308752976425239 0.14687054532987531 0.061467463105657316 0.23651476782674841 0.35551377971114562 0.48960257694034304 0.61007441184483546 0.34268380102334717 0.44660444868304694 12.098648895301077
leaf_count=996 24 12 36 24 37 24 10 7 9 9 34 5 37 51 637 15 39 21 6 20 32 13 12 27 36 33 18 12 53 611
internal_value=-8.50674e-06 0.00075993 -4.46187e-05 -0.00183686 0.00067297 0.0184758 -3.10542e-05 0.00528103 -0.0013374 -0.0205863 -0.00930672 -0.0262669 -0.0162414 -0.0413484 0.00307252 0.0204419 -0.0104643 0.0162416 0.0434278 -0.00463104 0.00754669 -0.0108256 -0.0522333 0.000134194 0.0217088 -0.000704035 4.35062e-05 -0.00105036 -0.0179595 -5.05598e-05
internal_weight=32.8275 23.1133 22.6425 9.71425 22.0701 0.839574 21.2305 4.19049 17.04 1.21021 1.0723 0.859771 0.759218 0.369369 4.0666 0.874436 0.523164 0.406594 0.268781 0.146511 0.389849 0.268647 0.121776 15.8298 0.592029 15.2378 14.7482 14.1381 0.789288 13.3488
internal_count=2900 1880 1856 1020 1844 60 1784 755 1029 202 193 184 150 88 745 108 93 54 47 41 62 57 44 827 63 764 731 713 65 648
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 0 2 1 0 0 1 2 2 1 0 1 1 0 1 1 1 1 1 1 0 2 2 2
split_gain=0.00398852 0.0641973 0.0407798 0.130024 0.218016 0.0175513 0.0354541 0.0500779 0.0338576 0.0198981 0.179252 0.0993064 0.0774341 0.0688928 0.0428742 0.0333953 0.0334727 0.125563 0.103552 0.104703 0.0893631 0.0653975 0.0193599 0.094826 0.0758793 0.0341014 0.0414539 0.0195451 0.0724084 0.0360353
threshold=0.48543456785000005 0.48368312325000012 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.48181192180000004 0.48101853240000009 0.48077901860000011 41.348489042950007 0.34587287805000005 0.47943175355000006 0.47886290830000006 0.35394149875000008 40.982542372850013 42.131954243650007 0.34569324270000007 0.47778509625000004 0.34536391125000004 0.34458549145000011 0.47943175355000006 0.34536391125000004 0.34515433670000012 0.34512439750000007 0.34500464060000008 0.34482500525000009 0.3447052483500001 0.47648274005000008 38.318569170500005 38.052786106700005 37.511241581900002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 7 9 -7 15 11 12 14 -14 -11 16 20 18 -18 21 22 -20 23 24 25 26 27 28 29 -1
right_child=2 -3 3 4 -6 8 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021731983125698472 0.017305858035514512 -0.032554135457253414 -0.064066378371073776 0.10318117525075088 -0.00048008908665773904 0.020960231615712619 -0.017330958047952965 0.032236400524984041 -0.004924625453020976 -0.013480934368801867 -0.098995405121323612 0.08467697090145572 0.08164071020539175 -0.0085261685909405784 -0.10277303778463448 0.028293030114693321 -0.044906783208649589 -0.054936946107695256 -0.04508585869335071 0.03511850299618121 0.047233606560145643 0.015167333258457989 -0.015657200361196309 0.042625024540894431 -0.043131352844425354 0.025389858327564671 -0.036445832572230018 -0.0018756118002739653 0.084583137586574167 -0.037444012167976791
leaf_weight=0.26746514862322213 1.4118483831080144 0.62635479258430926 0.3146756009664412 0.20549688406754363 15.977588720427775 1.0731319057931625 1.2357719223475658 0.47670022654347199 0.95501617982517917 0.10699438348650342 0.19992040761644603 0.13618076965212822 0.11431561026095899 0.32751239299795998 0.10810599682444999 0.41365331885617784 0.39884168530139241 0.50869725116064035 0.37606734342443793 0.88315112682175823 0.42714331487415602 0.34575095248874277 0.70573620537473392 0.51813694449558045 0.41761460089492164 0.5248654158532825 0.31659564863874923 3.0345349151820433 0.12781881599585176 0.16725514307472622
leaf_count=79 30 24 7 6 1942 24 38 12 24 18 13 6 33 44 23 22 17 37 23 28 38 21 41 15 27 22 10 259 5 12
internal_value=-9.48895e-06 -0.00122462 0.000994207 -0.000401714 0.000836228 0.000160532 -0.00127819 0.000541258 0.00877155 -0.000907865 -0.0143724 0.00695868 -0.00915227 0.014803 -0.0583577 0.000509521 -0.000764664 -0.0105684 0.0006952 0.0120275 0.0030207 -0.0162246 -8.54138e-05 0.00195943 -0.00237947 0.00145481 -0.00175514 0.00129815 0.0184186 -0.00103551
internal_weight=32.7029 14.7933 17.9096 16.4978 16.1831 14.167 12.1388 10.9031 2.02815 10.4264 0.99303 0.793109 0.656928 0.441828 0.2151 9.43333 9.01967 2.51251 2.00381 1.60497 6.50717 0.721818 6.08002 5.37429 4.85615 4.43854 3.91367 3.59707 0.562539 0.43472
internal_count=2900 915 1985 1955 1948 891 843 805 48 793 137 124 118 77 41 656 634 126 89 72 508 44 470 429 414 387 365 355 96 91
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 0 0 1 2 2 0 1 2 1 2 0 1 0 0 0 2 2 0 2 0 0 1 1 2
split_gain=0.00398141 0.0374834 0.0225675 0.0298958 0.0234389 0.0274549 0.0844204 0.0558597 0.0797731 0.0472212 0.0270005 0.0226016 0.0205347 0.0181871 0.0190767 0.064538 0.0586551 0.0285 0.0366548 0.0298662 0.0271474 0.0265316 0.0508416 0.031511 0.0496376 0.0248705 0.0485344 0.0180735 0.0168432 0.0167383
threshold=39.788107623550012 39.685256516350002 0.42314601355000009 0.43518158140000007 0.46928235680000008 0.34524415440000006 0.47796473160000008 0.47976108500000009 0.35759408400000009 39.530201452500002 39.211875820650008 0.49588335680000006 0.39024280710000009 39.091773401050006 0.39024280710000009 37.360990606650006 0.52215502530000013 0.45393850480000009 0.56323163980000013 0.54279811980000015 0.55041765215000005 38.938637541200009 38.386256906100009 0.52772372085000019 37.797539186950011 0.56424957340000015 0.56915960600000015 0.46208197360000008 0.31148768000000004 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 -4 -5 -6 -7 -8 -9 10 11 -10 -12 14 15 -13 -16 18 19 21 -21 22 23 -18 -25 -20 -27 -19 -1 -2
right_child=29 -3 3 4 5 6 7 8 9 -11 12 13 -14 -15 16 -17 17 27 25 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.018946509793291579 0.010342398025627794 -0.029987159178004642 0.051000324259818056 -0.031854975454335979 0.014542132712334963 -0.1071057198631338 0.068077250090443173 -0.050628799588411835 0.043232306756559341 0.04427996600061955 -0.028484637630479689 0.0015599927165407797 -0.00085340353436269719 0.020650667836613068 0.086439656323525432 -0.039427046243325943 -0.031601457575994148 -0.10096174288510827 0.084713210977081982 -0.0052153514250581276 -0.061068892733110239 0.022669034952280294 -0.071985287905810158 -0.025318656085293989 0.062556619234605468 0.074608760801125093 -0.1008913909168737 -0.015069485523386193 -0.10129225451295594 -6.6480959069415452e-05
leaf_weight=0.016825446879122241 1.6593938279767737 0.44896718721361217 0.11392798367263335 0.23276925232546553 1.1577676621964208 0.075777558954771673 0.11517900394392189 0.32266368336786477 0.12878501912896823 0.23577351198017016 0.5777203127472601 1.7289224889773329 0.50325047653859656 0.41682732959532121 0.086753686699012067 0.49391854531131674 0.13564269451700217 0.040440314633023972 0.092251055204542465 0.27859550837995428 0.12655061255348155 0.62906755271251313 0.099943188918146575 0.1068571796595279 0.16132717521395534 0.039257320045134492 0.02632422802030665 0.062144587336504103 0.037876691847705701 22.392581662168045
leaf_count=13 108 24 11 58 38 6 8 17 11 16 12 77 38 18 13 31 36 37 5 31 46 5 16 37 13 16 41 203 59 1856
internal_value=-5.57795e-06 -0.00186702 -0.00029736 0.000140969 -0.000594861 0.000357329 -0.00217549 -0.000934676 -0.00219778 0.000419644 -0.00138365 0.00192346 -0.0156208 0.000747727 -0.00127177 -0.00754739 0.00612799 0.00225381 0.00535003 0.000640274 -0.0226616 0.00897393 -0.0081274 0.00767679 0.027543 0.0512438 0.00416355 -0.0489293 -0.0643089 0.000651648
internal_weight=32.5441 8.49211 8.04314 7.98844 7.87451 7.64174 6.48397 6.4082 6.29302 5.97035 5.73458 4.65361 1.08097 4.52482 4.108 2.22284 1.88516 1.7984 1.69582 1.53798 0.405146 1.13284 0.50377 0.403827 0.268184 0.157833 0.0655815 0.102585 0.0547021 24.052
internal_count=2900 936 912 840 829 771 733 727 719 702 686 636 50 625 607 108 499 486 246 184 77 107 102 86 50 62 57 240 72 1964
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 1 2 2 2 2 0 1 0 2 0 1 0 1 1 2 2 0 1 1 2 0 0 0 1 1
split_gain=0.00376118 0.043854 0.0103141 0.0317527 0.0258402 0.0334684 0.020976 0.0284653 0.0233393 0.0155367 0.00908456 0.0235584 0.00788322 0.0312303 0.0137068 0.0302858 0.00908464 0.0336424 0.0475793 0.0469582 0.0252574 0.01064 0.041591 0.0566302 0.0310197 0.0284305 0.0229023 0.0184237 0.0584671 0.0435869
threshold=0.6018382683000002 0.45772581660000006 0.50663153795000015 0.52041855035000018 0.68186581240000022 0.59210802070000013 50.448116877400004 46.377258487500008 43.45354240915001 40.823855932350007 0.6777042603500002 0.52332265500000019 0.58736265385000019 47.480720532750006 0.6003263375500002 0.47536001915000009 0.57600071855000012 0.45772581660000006 0.46128858420000007 49.842240509300005 41.093509583400007 0.56793209785000009 0.44805544745000009 0.43887907550000005 39.468990633150007 0.56369569775000017 0.56501302355000016 0.55671985870000007 0.46208197360000008 0.4323972336000001
decision_type=2 2 2 2 2 2 2 2 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 6 -4 5 10 7 8 9 -3 11 -5 16 14 15 -14 21 20 -19 -20 -18 25 23 -23 -24 27 -27 -1 29 -29
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 17 18 19 -21 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00016703447474201191 -0.10252998830409749 0.013025225040397182 -0.10226846142608551 0.084491992343398922 -0.10086858266747274 -0.10258245797545618 0.076931558340903497 -0.047880925420244545 0.050486319586685952 -0.10037358372687639 0.099560596580317018 -0.10026656045931517 -0.042136273226942335 0.068871151237524991 0.035772309301226143 0.045892195416474407 -0.0070048479366137924 0.047174947498607761 -0.10286383400904407 0.011330194706911132 -0.10143241564289496 0.039125091899776726 0.074050413027135373 -0.059433893169281042 0.0099739687463519001 -0.050080693430302227 -0.0036662262088761749 0.039318025128978751 0.065152143536798365 -0.014155476713598777
leaf_weight=29.369067869932461 0.04519387741696157 0.03083718615772324 0.035846743104853779 0.02132623267239353 0.017892780083430787 0.014992003495944317 0.042259555157670547 0.080799811516044429 0.11098393761676562 0.01986536003312267 0.033368638433465492 0.010203268414204381 0.13166592188136839 0.082366154024896332 0.07032806499387334 0.05558248031216273 0.049953984408496188 0.13247985666760084 0.060747116535359386 0.088430602481821552 0.065426527626982534 0.10179159089966727 0.13577959439426923 0.13644085152077423 0.1703235558616143 0.20271314619337388 0.22354390262604085 0.2165148752610716 0.18097814064094564 0.51502790296126477
leaf_count=1960 23 71 64 8 123 12 10 22 14 29 7 89 37 16 10 36 23 9 47 19 25 22 16 28 24 22 33 41 11 49
internal_value=-5.45653e-06 -0.0089484 0.00116049 -0.0217592 0.00775508 0.0320832 0.0119166 0.000586032 0.0248065 -0.0314047 0.0631921 0.0247022 0.00012414 0.0152712 -0.00186862 -0.0160061 -3.85543e-05 -0.0150699 0.00356101 -0.0351711 -0.06055 0.000152408 0.0140111 -0.0173218 0.0383967 -9.32543e-05 -0.0257393 0.000267751 0.0142611 0.00167109
internal_weight=32.4527 0.463569 0.418376 0.13363 0.0977829 0.0798901 0.284746 0.242486 0.161686 0.0507025 0.0648981 0.0315295 31.9892 0.339943 0.257576 0.187248 31.6492 0.397038 0.281658 0.149178 0.115381 31.2522 0.544336 0.238232 0.306103 30.7078 0.426257 30.2816 0.912521 0.731543
internal_count=2900 472 449 303 239 116 146 136 114 100 104 97 2428 99 83 73 2329 123 75 66 48 2206 90 50 40 2116 55 2061 101 90
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 1 0 0 0 0 2 1 2 1 2 2 0 2 2 1 1 1 2 1 0 2 2 2
split_gain=0.00420333 0.0570544 0.0340455 0.049371 0.023743 0.0172614 0.010948 0.00679862 0.0477607 0.0341737 0.0344184 0.0231241 0.0278714 0.0266995 0.0176527 0.00854384 0.0157407 0.00765075 0.0115219 0.00682706 0.0302507 0.0596623 0.017893 0.0243228 0.047296 0.0305225 0.0157039 0.0621671 0.0690708 0.151725
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.55671985870000007 0.57995269605000022 50.666627092000006 0.46613873835000008 0.58736265385000019 0.58859016195000013 0.60665848330000005 0.66294422320000013 44.710446918150005 0.57987784795000008 40.79983011445001 0.48363821445000005 42.599563320500003 40.742467179200005 0.62406814170000013 43.740100730350001 44.015822920550008 0.34566330350000002 0.45772581660000006 0.45206730335000006 39.091773401050006 0.44705248345000009 0.54679500610000009 42.297164883650005 41.840895355800008 41.395309858300003
decision_type=2 2 2 2 2 2 2 2 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 19 -9 -10 15 12 14 -13 17 -11 -17 18 -12 22 21 -21 23 25 -25 26 -1 28 29 -28
right_child=1 2 3 4 5 6 -8 8 9 10 11 13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-3.3379071192053893e-05 -0.10446942664162329 -0.10201856952324997 0.087142362081977953 -0.10081973739166586 0.049473570331095007 0.021809697544880019 -0.035353335675419421 -0.10102344797210501 0.10018953602821615 -0.10242853614092462 0.04565447594920391 -0.10219471257712356 0.04830998371576558 0.007896686953489428 -0.10045738324937037 0.08382099463505005 -0.10085607426125108 0.10027039565332317 -0.10060952875941061 0.056045911224770685 0.00014627054258715974 -0.0023059167283490207 0.019642294314640905 0.013878253920478903 -0.053279663797587119 0.028140428208300358 0.002935669742543558 -0.059745390819579074 0.045753689179680458 -0.10457526927942472
leaf_weight=24.750313432507205 0.055205938662850396 0.027061809320002794 0.072243201080709696 0.024449206082927333 0.058259178928210531 0.052147312572742521 0.093719772189160722 0.053244474357531379 0.031306699198069055 0.041904532144339035 0.012977837690471006 0.036502583573170377 0.14161159253944788 0.055558079268074878 0.023839131023198235 0.0081062672939182789 0.010716970625253452 0.0077680922113358966 0.0092064917132668178 0.3074245129033687 3.3816938319338883 0.40746811622102541 0.44359070469172479 0.18459665578401185 0.24278557051675875 0.3740020968924459 0.8536721613417082 0.21957734660708172 0.24340567492367871 0.15511800893159489
leaf_count=1438 22 3 3 58 31 37 65 66 5 27 39 81 23 59 76 35 13 1 60 26 319 35 54 28 33 34 160 37 15 17
internal_value=-6.2369e-06 -0.010419 0.00541653 0.0150814 -0.00769401 0.00346011 -0.0149176 0.000118432 -0.0123307 0.000113106 -0.00888499 0.0055657 0.0250333 -0.0357552 -0.0362449 -0.0772895 -0.0213245 0.0148617 -0.0150451 0.000289112 0.0040973 0.0227871 -0.000278862 -0.000605868 -0.0242725 -0.000225559 -0.00063014 -0.0106657 -0.00205934 -0.0135959
internal_weight=32.3795 0.383086 0.32788 0.300819 0.228575 0.204126 0.145867 31.9964 0.432743 0.379498 0.348192 0.287464 0.195403 0.0920607 0.0537916 0.0607278 0.0188232 0.0299524 0.0221843 31.5636 4.09659 0.714893 27.4671 27.0235 0.427382 26.5961 26.2221 1.47177 1.2522 1.00879
internal_count=2900 219 197 194 191 133 102 2681 485 419 414 339 199 140 176 75 48 100 99 2196 380 61 1816 1762 61 1701 1667 229 192 177
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 0 0 2 2 0 1 2 2 1 2 2 0 2 1 2 1 0 1 2 1 1 2 2
split_gain=0.00398026 0.0557821 0.0399667 0.187436 0.0573665 0.0636663 0.0156926 0.251648 0.0915601 0.0553638 0.111274 0.174708 0.251496 0.110344 0.0789887 0.15594 0.244015 0.0761303 0.0786309 0.0947865 0.0709854 0.0396126 0.091809 0.0538761 0.03706 0.0367005 0.0264108 0.0239191 0.013144 0.125588
threshold=0.48543456785000005 0.48368312325000012 0.34500464060000008 0.34521421515000011 0.48851830785000006 0.34632196640000007 0.34479506600000004 0.48140774230000011 0.47851860725000006 40.79983011445001 41.678468725050003 0.48101853240000009 0.34530403280000005 41.792045663550006 40.380906245900007 0.34524415440000006 39.468990633150007 41.840895355800008 0.47670728420000003 43.968221017800005 0.34575312120000007 42.686561923500008 0.34515433670000012 0.48077901860000011 0.3447052483500001 42.233786329550007 0.34542378970000004 0.34569324270000007 40.305698932850007 40.08085804200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 7 8 24 14 11 12 -11 -12 15 -8 20 -15 19 25 -17 23 -23 26 -1 -19 -20 -24 29 -7
right_child=2 -3 3 4 5 28 9 -9 -10 10 13 -13 -14 17 -16 16 -18 18 21 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00037192320320687691 -0.024149198377836426 -0.030605029544929781 0.10322018305990006 0.022204018136436056 -0.0469280755423018 0.00027880572264743514 0.032565684892928617 0.093479676996257949 -0.045263215670496494 -0.039463350549777204 0.047544735868873901 -0.055545056648670543 0.041321383328968571 -0.04910273412881902 0.037988170926855913 0.10097502968444504 -0.077739975166207731 -0.019110351817628095 -0.059010937612718375 0.015613622406968695 -0.011547168244274415 0.056805116883760637 -0.014200022238484626 0.0093853101325090966 0.032440457113305982 -0.10376111601987703 -0.011274458216692942 0.015601607393672555 0.0029153426998237367 -0.055702296265228629
leaf_weight=4.0527890533057525 0.61012017187386192 0.61911981234330049 0.18064531148411589 1.1671946149924703 0.29329768160823633 6.9973472415113731 0.64417182611159818 0.29907068330794562 0.4268291193359558 0.83483806949743689 0.4941210651522846 1.0146295567974446 0.71576557631487958 0.32360272719597594 0.74043946490019141 0.12186737832156479 0.45999786619563565 0.072610402196005785 0.20669987213477747 0.18690357189188944 0.10383396176806704 0.44618692269432347 0.46500269652653947 0.91619367408566177 0.39553995602182102 0.17382858168624749 0.26383448970955214 0.63997282086893392 8.0011750348109469 0.4250885966746657
leaf_count=372 11 24 3 39 8 779 28 7 20 26 11 20 27 9 22 8 29 10 25 13 42 20 34 21 13 65 31 38 1110 35
internal_value=-1.02841e-05 -0.00123107 0.000999357 0.0018985 0.000814445 -0.000774022 6.80476e-05 0.00444051 -0.00102168 -0.00249574 -0.00688103 -0.0232832 -0.00217276 0.0031633 0.0118109 -0.00276399 -0.035954 -0.00277196 0.00167531 -0.03809 0.0492092 0.00754074 0.0185198 -0.00474021 0.00322342 -0.0788197 -0.0322445 0.0030603 0.00010365 -0.00292727
internal_weight=32.2927 14.6178 17.6749 17.0647 16.8841 15.7169 13.9987 5.17423 4.87516 8.8245 6.75419 2.56523 1.5506 4.18896 2.07031 1.32987 0.685699 3.69484 3.37123 0.433343 0.225701 2.93789 1.55116 1.38673 4.44833 0.246439 0.470534 1.10498 15.4236 7.42244
internal_count=2900 915 1985 1974 1971 1932 891 412 405 479 350 73 53 277 129 107 79 266 257 88 50 169 92 77 385 75 56 72 1924 814
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 1 0 0 1 2 1 2 0 2 2 0 0 2 1 2 2 1 2 0 1 1 1 1 1 1
split_gain=0.00429622 0.0365836 0.066857 0.0970964 0.101019 0.0376093 0.093555 0.0285154 0.0174179 0.0172596 0.0582637 0.0814853 0.0573313 0.0207647 0.0572519 0.0191768 0.0512753 0.0509972 0.0262203 0.0189064 0.0178657 0.0312027 0.0164539 0.0161563 0.0664342 0.035323 0.029355 0.052792 0.0445915 0.0646524
threshold=0.47727612945000003 0.34524415440000006 0.47715637260000004 41.21013581150001 0.34581299960000006 0.34506451900000007 0.47648274005000008 0.47778509625000004 0.35814795965000007 48.919835655300012 0.31100865245000009 48.680511450650009 0.39614083410000006 42.773538294100007 42.448133449100006 0.4447920721000001 0.43780126340000008 39.646013290900008 0.34307356065000005 48.680511450650009 39.468990633150007 0.31810424840000007 41.43512228960001 0.47868327295000007 0.34458549145000011 0.34545372890000009 0.34458549145000011 0.3447052483500001 0.34482500525000009 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 9 22 -6 10 12 13 19 14 15 16 20 18 -17 -1 21 -12 -2 24 -9 -26 -25 -28 -29 -30
right_child=7 2 -4 4 8 -7 -8 23 -10 -11 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 27 28 29 -31
leaf_value=-0.012109871470108446 0.024381567277615021 0.06371884938726495 -0.10575230595872179 -0.10928304060827626 0.015929867989638875 0.028917623218838506 -0.049212664694394753 0.032710728792853173 -0.031697988626652428 -0.0083121936323251478 0.0077199313742973138 0.05464536796639069 -0.081614587819487966 -0.014068668673043103 0.059232230747653818 -0.010736937656496307 0.076054820370188028 -0.038243249317276358 0.025663141147275016 0.10089390156683893 0.016666877435332531 -0.1021466947008008 0.0042499525875429297 -0.027316115749544342 -0.066502295706558578 -0.008416688214465463 0.035720008016423305 -0.027354962825360991 0.050858583443449616 2.8515729980103949e-05
leaf_weight=0.035565678571415016 0.73652033554390317 0.1303648212756624 0.088015054157949635 0.12824060888899247 0.18329473426402676 0.42401061028395126 0.38685944062257771 0.18961816269438969 0.13213943628704783 1.0972133555692378 0.068734930039228037 0.35947222262620915 0.13736133346378665 0.52343736134059771 0.19826188862498373 0.36737776832001123 0.11862633543205447 0.32290626348810747 0.4289622405776754 0.025364352390170097 0.19741761348473119 0.041431862687333121 0.90464455005712807 0.38498038050303307 0.21806883627647267 0.20137057581996487 0.41859784931876021 0.58567041170317935 0.25300902593881147 22.799609848662676
leaf_count=101 13 51 7 43 17 22 27 9 34 26 27 4 24 50 8 29 8 31 13 1 14 43 28 18 30 24 7 13 7 2171
internal_value=-5.4279e-06 -0.00257921 -0.0245966 -0.0121534 -0.0344469 0.000500602 -0.00229567 0.000514789 -0.00402205 0.00233198 0.00646624 0.0104122 -0.0458027 0.0033987 0.00864214 0.00215209 0.0202035 -0.00472191 0.00887059 0.0349321 -0.00133675 -0.033599 0.0132846 -0.000321801 -0.0164096 -0.0386157 7.9085e-05 0.000517488 -0.000105894 0.00058639
internal_weight=32.0871 5.39506 0.662055 0.57404 0.443675 4.733 4.30899 26.6921 0.315434 3.92213 2.82492 2.62663 0.198291 2.26716 1.74372 1.54546 0.426211 1.11925 0.79634 0.06093 0.307584 0.110167 1.64116 25.0509 0.609058 0.419439 24.4419 24.0569 23.6383 23.0526
internal_count=2900 580 152 145 94 428 406 2320 51 379 353 227 126 223 173 165 92 73 42 102 84 70 41 2279 63 54 2216 2198 2191 2178
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 0 2 2 2 0 0 0 0 1 0 0 0 1 1 1 0 0 1 1 1 1 2 1 1 1
split_gain=0.0044745 0.0248739 0.0192399 0.0265707 0.0167964 0.013213 0.0102945 0.059242 0.013798 0.01492 0.00716645 0.0138079 0.0327033 0.00709768 0.0396746 0.0318486 0.0294018 0.020583 0.014993 0.0170605 0.0337482 0.0267785 0.0119234 0.0202612 0.0151609 0.00777062 0.0140509 0.0060922 0.0371608 0.0299452
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 0.39614083410000006 0.30949672165000003 0.37331217625000007 49.110028829250005 49.49736495185001 51.779769178100004 0.61532588845000014 0.47648274005000008 0.58182389750000019 0.66697104880000013 0.46613873835000008 0.58736265385000019 0.58859016195000013 0.60665848330000005 0.47383311875000006 0.59210802070000013 0.52041855035000018 0.68186581240000022 0.66294422320000013 0.49994012155000006 0.49526960270000003 0.50525433370000017 0.48363821445000005 42.599563320500003 0.42829556000000008 0.43033142720000012 0.42892428370000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 -8 10 -10 -9 -12 -13 27 -15 -16 25 -18 19 21 -21 22 23 -19 -24 -17 -27 -2 29 -29
right_child=6 -3 -4 -5 -6 -7 7 8 9 -11 11 12 -14 14 15 16 17 18 -20 20 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.03224779718534055 -0.00018333896929516991 0.043933865247760537 -0.10302465728630641 -0.10326308482346953 0.10080811127951056 -0.10043479372613913 -0.082039299704551691 0.038424092636569096 -0.1021153205168947 0.0018958435272791426 0.02326818343624382 -0.10119813697173285 0.059637193375187691 -0.10095500357279137 0.09987935575683915 -0.10220411265803725 0.089653118693801201 -0.016001595201948417 -0.10214471356074724 0.079175057775965743 -0.10097621384257455 -0.1021731647411452 -0.10180000615371002 0.078559914886217663 0.054749031850785314 0.081009046016418368 -0.10077642953590699 0.089542264946138261 0.0016611527841903758 0.0096125213254708124
leaf_weight=0.023960585007443469 28.017401866710262 0.12419931429599274 0.023150168155552819 0.018503639847040176 0.02296915277838707 0.010928722576678762 0.10177693923263476 0.090251555666327477 0.022436101078319837 0.035794003221781168 0.11232769780871621 0.032474906590323371 0.020701365660897864 0.045603634823360828 0.028327999311557051 0.038097858765670012 0.024936556176444774 0.059619929379309156 0.015141010454051307 0.052535810090705626 0.012964801581298063 0.030014812483055375 0.019962708307547095 0.03654952808545886 0.0089640808318294241 0.0075504579246787875 0.0097327687494725978 0.089379396188063898 2.7434692616114953 0.098555574127011214
leaf_count=11 1683 20 5 1 1 89 29 5 81 17 36 30 27 65 5 27 14 37 56 91 46 13 21 14 45 35 13 11 337 35
internal_value=-6.5527e-06 0.0140865 -0.0231655 0.00104484 0.0344034 -0.00931368 -0.000105838 -0.015738 0.00575331 -0.0381797 0.0157559 0.00339468 -0.0385854 0.000101548 -0.0133046 -0.00169839 -0.0108024 0.00325534 -0.00588332 0.000723287 0.043517 -0.0173477 0.00300476 0.0199368 -0.0532873 -0.0769746 -0.0213605 0.000270487 0.004608 0.0476261
internal_weight=31.9783 0.223712 0.0995123 0.0763621 0.0578585 0.0348893 31.7546 0.415763 0.313986 0.0582301 0.255756 0.165504 0.0531763 31.3388 0.390002 0.344398 0.31607 0.260689 0.235753 0.220612 0.0655006 0.155111 0.125096 0.0961695 0.0289268 0.0553811 0.0172832 30.9488 2.9314 0.187935
internal_count=2900 127 107 102 101 100 2773 225 196 98 98 93 57 2548 482 417 412 337 323 267 137 130 117 51 66 75 48 2066 383 46
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 2 0 1 0 0 1 2 2 2 2 2 2 1 1 2 0 2 1 0 0 2 2
split_gain=0.00392744 0.0261881 0.0178407 0.104693 0.125477 0.0342446 0.032103 0.0267184 0.0357081 0.0152535 0.17784 0.0774782 0.0476017 0.0332789 0.0385271 0.0256798 0.0277514 0.0418883 0.0250398 0.104531 0.060966 0.0771468 0.0214219 0.0195544 0.0151697 0.0143183 0.0190952 0.0359915 0.013893 0.101421
threshold=39.788107623550012 39.685256516350002 40.21994457600001 0.39135055835000004 0.41985269900000005 40.259171735100004 0.48543456785000005 40.496232821400007 40.380906245900007 0.47943175355000006 0.3453339720000001 0.47694679800000012 0.47470135625000004 0.35759408400000009 39.530201452500002 39.420767558750008 39.268993001500007 39.134693790050008 38.938637541200009 38.115457128050004 0.34392682850000006 0.34193587020000005 35.131296350900008 0.49588335680000006 33.96174662340001 0.36501901140000009 0.49967066855000003 0.5025747732000001 40.580626202750004 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 -5 -4 -2 8 -7 11 -11 12 18 -12 15 16 17 23 19 20 21 22 24 -15 -1 -25 -27 -28 -9 -30
right_child=2 -3 5 4 -6 7 -8 28 -10 10 13 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=-0.0078361338581778989 0.00935427720480312 -0.025621181269266248 -0.024494036344104696 -0.080923175758217114 0.017032972657407566 0.001420770476632451 0.043548145397920457 -0.015117592817449073 0.044356209596269507 0.093482291100892748 -0.031578770040658358 -0.042917358301325981 0.047477469022772424 0.040060691826005357 0.040240292353150922 -0.023518010688203417 0.023771723400590156 -0.03640676932168746 0.019511776938127109 -0.10749305140185939 -0.075326549689048311 0.1015885160675729 -0.025328234447913902 -0.019026534187340013 0.093688681222510173 -0.02402626575262215 0.041802942455817303 0.00091259073875880686 0.08045237981924469 -0.00034476512982053314
leaf_weight=0.028420024596673144 0.49851021642718041 0.43986512610581474 0.56079132314362468 0.23232680491469171 0.29914482575043877 0.49155895749621592 0.61120334248698782 0.60299327030566274 0.31967125103233229 0.20371555921155948 0.34657436520137697 0.47552803147118539 0.21802274746733019 0.12420758848260494 0.23208346392456736 0.47762019675246836 0.4742321112717035 0.32223638102010443 0.2621964505528922 0.10468195365615429 0.076399015272907156 0.091624417342245579 0.16798907328302448 0.36868075060192484 0.030524900066666305 0.27071128676652767 0.22984144755173508 3.3924732297831071 0.15658644658469967 19.812012903168089
leaf_count=41 27 24 12 21 37 36 23 24 24 10 18 21 8 11 16 18 20 21 13 12 46 3 31 19 7 12 10 575 12 1748
internal_value=-7.89421e-06 -0.00187342 0.000651601 0.0107085 -0.0257874 -0.000100566 0.0281874 0.000539183 0.0183398 -0.000550792 0.00153802 -0.00979707 0.0062763 -0.0014643 0.000307037 -0.00133039 0.000714471 -0.00160799 -0.00551468 -0.0186479 0.00490023 0.0241408 -0.00712865 0.000948703 0.044739 -0.000191217 0.00159254 0.00350715 -0.000162775 0.000288817
internal_weight=31.9224 8.33763 23.5848 1.64119 0.531472 21.9436 1.10971 21.3828 0.81123 7.89776 6.44238 1.45539 0.979859 6.23866 5.89209 5.66 5.18238 4.70815 0.761836 0.499639 0.394957 0.318558 0.226934 4.38591 0.0589449 4.26171 3.89303 3.62231 20.5716 19.9686
internal_count=2900 936 1964 108 58 1856 50 1844 60 912 730 182 161 720 702 686 668 648 153 140 128 82 79 627 48 616 597 585 1784 1760
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 0 0 0 0 1 1 0 1 1 1 1 0 2 2 1 2 0 2 0 0 2 0 2 2
split_gain=0.00373313 0.0321602 0.0582429 0.110007 0.0661679 0.0544293 0.098239 0.0291507 0.0848299 0.0246038 0.0158046 0.029944 0.0432974 0.0391634 0.0539348 0.0284246 0.0243176 0.0433927 0.0146219 0.0130671 0.0532447 0.0691932 0.0476627 0.0164303 0.0240631 0.02222 0.0676177 0.0544719 0.0160071 0.013319
threshold=0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.34524415440000006 0.34500464060000008 0.47648274005000008 0.46594413340000007 0.47706655490000011 0.47778509625000004 0.34446573455000007 0.3447052483500001 0.47868327295000007 0.34482500525000009 0.34491482290000003 0.34545372890000009 0.34515433670000012 0.47943175355000006 41.43512228960001 48.919835655300012 0.31100865245000009 48.680511450650009 0.39614083410000006 42.773538294100007 0.47305469895000007 0.4447920721000001 38.175120519550006 0.43780126340000008 48.680511450650009 40.08085804200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 19 -6 -9 18 -11 -12 15 -14 -15 -13 -16 -18 -2 20 22 23 28 24 25 27 -27 29 -1 -22
right_child=9 2 4 -5 7 -7 -8 8 -10 10 11 12 13 14 16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.01047915557761777 0.022921542673419899 -0.11305006435040327 0.066128555351904525 -0.0012560707993957644 0.012763945027043814 0.040978075497708231 -0.060708034695128435 -0.10239349003491326 0.02580114508688457 -0.026397957882549922 0.01945672192489814 -0.059923333487644774 -0.025868152341659591 0.047024875124805077 -0.016778575103387029 -0.0067764599473714828 0.029682779312893839 -2.6841644507158437e-05 0.0038801371036711833 -0.0072812018995657164 0.012700578237180751 0.050767593165731761 -0.079625082364006547 -0.012620306149912112 0.020287897841427326 0.023553963126131162 -0.053873755260129698 0.072549810916821042 0.10073087382833248 -0.027766048867252743
leaf_weight=0.034246986930107304 0.72800003411248571 0.15873515330666721 0.1213293180699111 0.19758061671511917 0.16261718320627305 0.31601390499365312 0.26729683186094089 0.11284503823204695 0.095138221946399426 0.22990579289635604 0.76209037704393523 0.2001207224802809 0.57635390490759419 0.24675180763006466 0.83031773004040843 0.20242310514368 0.50318958699063188 21.366378663958507 0.9041179089108482 1.0882040438377769 0.15728319912644673 0.34916559979319561 0.12874419693764594 0.52299451231954197 0.79749551811255515 0.20491755584953353 0.25087269180215799 0.11225872757495381 0.020805591717362404 0.16843975627398322
leaf_count=101 13 14 10 52 33 12 24 48 11 18 17 29 13 7 26 24 26 2119 28 26 69 4 24 50 27 20 31 8 1 15
internal_value=-3.53132e-06 -0.0024355 -0.0202702 -0.0510592 0.00203087 0.000988158 -0.00209208 -0.0189538 -0.0437531 0.000478928 -0.000300174 -5.71364e-05 -0.000678703 -0.000122209 0.000524455 -0.0331979 1.89872e-05 0.000656737 0.0123735 0.00199296 0.00566654 0.00939432 -0.046325 0.00287019 0.00766035 -0.00360696 -0.0190632 0.0124778 0.0315496 -0.00822576
internal_weight=31.8166 5.26698 0.848246 0.356316 0.49193 4.41874 4.10273 0.3706 0.207983 26.5496 24.9175 24.6876 23.9255 23.523 22.9466 0.402544 22.6999 21.8696 1.63212 3.83543 2.74722 2.56343 0.183797 2.21426 1.69127 0.893772 0.45579 0.437982 0.0550526 0.325723
internal_count=2900 580 168 66 102 412 400 92 59 2320 2279 2261 2244 2191 2178 53 2171 2145 41 376 350 224 126 220 170 143 51 92 102 84
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 2 2 0 1 0 0 0 1 0 1 2 2 1 2 2 0 0 2 2 2 2 1 2 1
split_gain=0.00494301 0.023507 0.0170095 0.021526 0.021684 0.00846684 0.0511648 0.0116593 0.0139318 0.0062989 0.0361281 0.0286422 0.0265277 0.0180978 0.00951413 0.0227573 0.015475 0.0175316 0.00713308 0.0125279 0.00639108 0.011545 0.00602829 0.0156457 0.0157659 0.00570565 0.0249496 0.0544749 0.0139837 0.0173732
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 0.39614083410000006 0.30560462260000004 49.110028829250005 49.49736495185001 51.779769178100004 0.61532588845000014 0.46613873835000008 0.58736265385000019 0.58859016195000013 0.60665848330000005 0.47383311875000006 0.66294422320000013 0.57987784795000008 45.027406014450008 40.79983011445001 0.48363821445000005 42.599563320500003 40.742467179200005 0.62406814170000013 0.47648274005000008 50.065525775750011 50.264779514000004 43.740100730350001 44.015822920550008 0.34566330350000002 43.542456167850005 0.45772581660000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 -7 22 -9 25 -11 -12 18 -14 16 -16 17 20 -13 -20 21 -15 -8 -24 -25 28 27 -27 29 -2
right_child=5 -3 -4 -5 -6 6 7 8 -10 10 11 12 13 14 15 -17 -18 -19 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10035831899704116 -0.00034496203752063941 0.044112102757053004 -0.10271025816147202 -0.10271676415367477 0.062629814218201338 -0.078494762165376597 0.035525315949002732 -0.10191184058985224 0.0017434763798268764 -0.10086122093743291 0.099514247387166244 -0.10199165066038679 0.087314594911220705 0.052909934304212383 -0.10179108000549426 0.0077886478673963189 0.034286308693611482 -0.10040298274023063 0.077877425936345307 -0.10070190388925987 0.10024790269236264 -0.10054077204593331 -0.056779479249319212 0.070150943470499758 -0.0051408944490952679 0.053626763957327184 2.0998764196333754e-05 -0.0028137537203274353 -0.02001222024832355 0.019963205295819578
leaf_weight=0.010113398562810683 26.127262515815691 0.12037007911663977 0.020852817498962395 0.015569966286420822 0.042315887259320561 0.095370276394875719 0.088941402267664671 0.020332086333534782 0.035792891512755887 0.0414686707281543 0.025727716930475708 0.034588739565460797 0.023104793598356294 0.011988852754015511 0.030179074187278943 0.050945923280820038 0.091957881915732287 0.022456404018335263 0.0070900764681343089 0.0088095092878575088 0.0071251601912081233 0.0082954577533580487 0.034344417714036624 0.041183712626661872 0.085652216902360578 0.29474041773255644 3.1287336782654886 0.4073510579980848 0.35444588111815178 0.42815263956991501
leaf_count=82 1654 20 5 1 19 29 5 81 17 65 5 27 14 36 80 59 17 74 35 13 1 56 29 10 54 10 283 35 31 53
internal_value=-6.20641e-06 0.0153137 -0.0237003 0.000529064 0.0311901 -0.000107941 -0.0145347 0.00538352 -0.0358072 7.83358e-05 -0.013004 -0.00169875 -0.0104799 0.00306848 -0.00566217 -0.0329758 0.00996156 -0.0348958 -0.0765076 -0.0210683 0.0187738 -0.00984516 0.0146263 0.00309398 0.0193064 0.000233132 0.00384395 0.0208802 -0.000280896 -1.75337e-05
internal_weight=31.7153 0.209222 0.0888521 0.0679993 0.0524293 31.506 0.401617 0.306247 0.056125 31.1044 0.363738 0.32227 0.296542 0.246054 0.222949 0.081125 0.141824 0.0498659 0.0504883 0.0158996 0.0274095 0.0202843 0.250122 0.16118 0.126836 30.7407 3.83083 0.702091 26.9099 26.5554
internal_count=2900 127 107 102 101 2773 225 196 98 2548 482 417 412 337 323 139 184 167 75 48 93 92 98 93 64 2066 328 45 1738 1707
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 2 2 2 0 0 1 2 1 2 2 0 2 0 1 1 0 2 1 0 1 1 0 2 0
split_gain=0.00412585 0.025172 0.0256747 0.0429679 0.0138886 0.0108099 0.00711648 0.0441906 0.00979007 0.0129807 0.00629433 0.034783 0.0100985 0.030382 0.0189292 0.0116018 0.00967525 0.0356825 0.0184232 0.074165 0.0595982 0.0133636 0.0220003 0.0351406 0.0135456 0.0314914 0.0548476 0.0291232 0.0279374 0.0134668
threshold=0.31063441215000004 49.110028829250005 40.878805547300004 0.39614083410000006 0.30949672165000003 0.37331217625000007 49.110028829250005 49.49736495185001 51.779769178100004 0.61532588845000014 0.6018382683000002 0.45772581660000006 46.177190236600005 0.52041855035000018 43.45354240915001 40.79983011445001 0.58736265385000019 47.480720532750006 0.6003263375500002 0.44578006650000007 0.47536001915000009 0.57600071855000012 42.406961525800007 0.44705248345000009 0.56704889075000009 0.44805544745000009 0.43887907550000005 0.56369569775000017 39.468990633150007 0.56167480015000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 10 -8 -9 -10 16 -12 14 -14 15 -13 21 18 19 -18 -21 24 23 -23 27 26 -26 29 -27 -2
right_child=6 -3 3 -5 -6 -7 7 8 9 -11 11 12 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.092608314021949328 3.003870082508088e-05 0.056131140593747998 0.02735940100773428 -0.10232234783643326 0.10062071753233791 -0.10035561308971422 -0.074866841815727739 0.013399707088744262 -0.10172868876364952 0.0015691835448637702 -0.10226094153890826 0.0027833441252206321 -0.071581275947493903 0.024646777027232558 0.041917493495881163 -0.10025928191501472 0.095207422574730777 0.079401442023100371 0.044724782051043674 -0.10483097900757724 0.04203484606757224 0.016246561186059955 2.9017301008295578e-07 -0.10241639767554736 0.032543047409071602 0.069221393639523329 -0.055758143604114678 -0.029041081186770037 0.0088945928558432016 0.018721989968225394
leaf_weight=0.018472478026518302 28.848181735721205 0.083805142989149317 0.02288524282630533 0.049020534575447527 0.017708582803606987 0.0093288082169400433 0.090264567378483096 0.24613974337382238 0.018428669231529859 0.035791718525615579 0.039103338973685786 0.029442368316893841 0.063075462743654498 0.068380648260529142 0.097381982913987031 0.017375090735702425 0.042865516257677511 0.072114891139790416 0.063661223849067028 0.084982400538917507 0.040942528017461122 0.040113458773645458 0.17700230541186102 0.066046359481372732 0.14994788330795916 0.14529906857794028 0.13250387388097806 0.34272608769106128 0.16275058744759008 0.39065848280370019
leaf_count=3 1813 6 11 17 1 89 29 98 81 17 18 199 15 35 27 96 9 6 10 28 36 15 21 56 22 20 22 43 25 32
internal_value=-7.43772e-06 0.0142662 -0.0156147 -0.0358197 0.0294812 -0.00962536 -9.87184e-05 -0.0135122 0.00492622 -0.0335402 6.98961e-05 -0.0139995 -0.00147908 -0.0215255 0.0167958 -0.0354583 0.000213865 0.0179488 -0.00111604 -0.0184054 -0.0570798 3.65078e-05 -0.0215865 -0.0575785 0.000239438 0.0152362 -0.00888084 -5.99248e-05 0.0373492 0.000279781
internal_weight=31.6664 0.201221 0.117416 0.0989432 0.0499226 0.0322141 31.4652 0.390625 0.30036 0.0542204 31.0746 0.314759 0.275656 0.131456 0.144199 0.0468175 30.7598 0.304567 0.232452 0.16879 0.125925 30.4552 0.283162 0.10616 30.1721 0.590501 0.282452 29.5816 0.30805 29.2388
internal_count=2900 127 121 118 101 100 2773 225 196 98 2548 390 372 50 322 295 2158 89 83 73 64 2069 92 71 1977 89 44 1888 45 1845
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 2 0 0 0 0 2 2 0 0 1 1 0 0 2 1 1 1 0 1 1 1 0 1 1
split_gain=0.00391342 0.0714297 0.0319583 0.0691866 0.0313968 0.0840637 0.0581593 0.0298849 0.0222803 0.0641657 0.022662 0.0214336 0.106939 0.160177 0.153664 0.0953271 0.0629748 0.0454664 0.108418 0.0390437 0.127189 0.102243 0.0275339 0.0264494 0.184429 0.0537441 0.0260631 0.10055 0.122112 0.0430398
threshold=0.48181192180000004 0.48218616210000004 0.34494476210000008 0.34503457980000002 0.34581299960000006 0.3459626957000001 41.495754733000005 0.48140774230000011 0.48368312325000012 0.48543456785000005 0.48607826115000008 43.19689381845 42.674081447500008 0.50356276755000018 0.51818807820000012 0.35675578575000005 0.36106703390000006 0.54317236010000014 0.55041765215000005 42.654057868200006 0.34744468730000005 0.34829795515000012 0.37138109635000011 0.5025747732000001 0.36501901140000009 0.36000419150000007 0.36998892250000009 0.51243974730000008 0.37138109635000011 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=7 -2 -3 -4 6 -6 -5 -1 -7 -10 -11 12 19 -14 -15 -13 -17 -16 -19 20 -12 -22 -18 25 -25 -23 -26 28 -28 -29
right_child=1 2 3 4 5 8 -8 -9 9 10 11 15 13 14 17 16 22 18 -20 -21 21 23 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.00062204433458587732 0.033597952293740456 -0.019760959129662723 0.054177241060710625 0.0045574348357212803 0.034570143641637317 0.034121801455363462 -0.037243198395549203 -0.031770832506758211 -0.052286504260017477 0.026748314206150425 -0.052051079046807475 0.062219524795521577 -0.10677781264821698 0.079176947493398375 -0.10247819308717575 -0.10391959749828475 0.061579641238462157 0.10125647648628999 -0.10194690204680411 0.041699480172099318 0.077756636756119601 0.034416068422298857 0.001052841450123626 -0.094668287497781445 0.017417542236801753 -0.0026115540282225826 -0.0062292103417197556 -0.047150785853034248 -0.10572762196719238 0.0021119168293521682
leaf_weight=11.214590897128652 0.64405490435001667 0.8049095469195916 0.2378663700073983 0.71686619278625829 0.71693826094270008 0.18466809706297027 0.62136415179702453 0.316711430377837 0.23858127881998292 0.30967406905256112 0.46758844074792527 0.28808541216858463 0.23924418345268428 0.14293784493929707 0.1034453329116225 0.05608914338517923 0.078535166276651469 0.048280510120093822 0.057559787044432653 0.21917283897681805 0.17152815125882526 0.64042813610285421 1.7475795362955491 0.20985575363738362 0.79568812693469126 1.0105014683213083 0.32488087215460737 0.1810801477804479 0.19883892312373064 8.6120127279842489
leaf_count=829 12 20 4 22 12 7 18 14 9 7 11 15 17 9 26 4 23 2 43 7 3 29 540 11 19 54 17 11 38 1067
internal_value=-9.46439e-06 0.000834108 -0.000252254 0.000591105 -0.000102331 0.00105576 -0.0148513 -0.00147756 -0.000415964 -0.000811094 -3.88458e-05 -0.000570822 -0.0020616 -0.0436352 -0.00074622 0.00864948 0.00045018 -0.0553321 -0.00925288 -0.000145273 -0.000872433 0.001098 0.0036559 -2.04483e-07 -0.00187985 0.0117522 4.57055e-05 -0.00143791 -0.0440054 0.00109743
internal_weight=31.5996 20.0683 19.4242 18.6193 18.3814 17.0432 1.33823 11.5313 16.3263 16.1416 15.903 15.5933 13.423 0.591468 0.352223 2.17029 1.8822 0.209286 0.10584 12.8316 12.6124 12.1448 1.82611 11.9733 10.3224 1.65093 10.1125 9.31681 0.52372 8.79309
internal_count=2900 2057 2045 2025 2021 1981 40 843 1969 1962 1953 1946 1364 97 80 582 567 71 45 1267 1260 1249 563 1246 1163 83 1152 1133 55 1078
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 0 1 1 1 2 1 0 0 1 1 2 1 1 0 2 2 0 0 0 0 1 1 0 2
split_gain=0.00392668 0.0428648 0.0376256 0.133363 0.0618202 0.0162503 0.0601961 0.0553925 0.0264236 0.0130237 0.0429542 0.0411722 0.0907235 0.0632468 0.0466099 0.0280772 0.0940742 0.0549317 0.0415888 0.0500272 0.026154 0.104862 0.102772 0.0730119 0.132088 0.0593135 0.0447224 0.130452 0.039813 0.0344366
threshold=0.48543456785000005 0.48368312325000012 0.34692075085000007 41.468518788800004 0.4901499955000001 0.34829795515000012 0.49588335680000006 0.35675578575000005 0.36106703390000006 0.34608245260000009 43.542456167850005 0.35585760905000008 0.47976108500000009 0.47305469895000007 0.3621298763500001 0.34548366815000003 41.726652433350004 0.34542378970000004 0.34587287805000005 0.47997065955000012 41.061442884200012 41.24714903835001 0.47997065955000012 0.48181192180000004 0.47943175355000006 0.47943175355000006 0.34500464060000008 0.34458549145000011 0.47739588635000008 41.348489042950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -4 -6 -7 -8 -9 15 11 -11 13 14 -13 17 -17 20 19 -18 22 -22 25 24 29 26 27 28 -1 -23
right_child=2 -3 4 -5 5 6 7 8 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0048376846445684126 0.043502693780336443 -0.027219828502934293 -0.044556883446669075 -0.0073346915231430184 0.017105211314860726 -0.042274019327497081 0.031471828171493639 -0.037149786106285936 -0.00020416384740220075 0.036775093085607134 -0.024229465514594865 -0.10235475810382542 -0.10214874386903294 0.083867826560028919 0.041173682701728609 -0.030769221191986065 -0.012096550564273773 0.032114642764238817 -0.020562037650557367 0.030279036483577722 0.051781583009518961 -0.033061722368355605 -0.04486106623380548 0.041651707892042311 -0.056261450010129367 0.034304371852100446 0.025058310147393244 -0.058030241634556938 0.039658517327713236 0.0038820945290980848
leaf_weight=1.0346543433450919 0.87207372300327124 0.60830793114942672 0.31549937954025331 1.2638813781259157 0.54616717644967216 0.33636275555225026 0.55578405244159412 0.19645495868462504 13.238632674397442 0.5674979783026467 0.27100276056251005 0.046785636926569452 0.077265323536721553 0.09490674827247858 0.043814710150074987 1.2180186916666582 0.43050401490739154 0.55579090565265765 0.43911991971771147 0.78953347903734539 0.42094335483625389 0.26814522638051119 0.59963168529793609 0.38931248150765885 0.43043428077635315 0.44512669788673509 0.38434651721112123 0.4644982851649212 0.24959324338124123 4.272795649727998
leaf_count=129 21 24 21 28 17 23 33 13 1829 44 24 36 13 4 18 40 43 23 16 19 14 9 22 11 28 9 27 22 10 330
internal_value=-1.43593e-05 -0.00125332 0.000994123 0.0134213 -0.000753467 0.000175705 -0.000469663 0.00053538 -0.000744402 -8.27249e-05 0.0103388 0.021622 -0.0111033 0.0268179 -0.0329438 -0.00100885 -0.00966503 0.00160855 0.00582796 0.0153263 -0.000283855 0.00372176 -0.00757148 -5.20966e-05 -0.00331796 0.00110118 -0.00582755 -0.0126158 0.00381014 0.00170054
internal_weight=31.4269 14.102 17.3249 2.13596 15.1889 14.8734 14.3272 13.9909 13.4351 13.4937 1.10127 0.83027 0.262772 0.185507 0.0906003 12.3924 2.87718 9.51527 1.65916 1.22004 8.95948 5.78163 3.17785 5.36069 4.97138 2.57822 2.13309 1.74875 1.28425 4.54094
internal_count=2900 915 1985 49 1936 1915 1898 1875 1842 891 139 115 71 58 54 752 118 634 78 62 611 392 219 378 367 197 188 161 139 339
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 0 2 2 1 2 1 2 1 0 1 0 1 2 1 0 2 2 2 2 2 0 2 0
split_gain=0.00377136 0.0618736 0.0387437 0.0278077 0.0466947 0.0340622 0.0267064 0.0570262 0.0297905 0.0214117 0.0167111 0.0400436 0.0767819 0.0166415 0.0312044 0.0127575 0.00882208 0.0163664 0.0746591 0.027043 0.0258193 0.0128772 0.0439651 0.0619285 0.0599518 0.112296 0.131558 0.0510886 0.0768823 0.0474703
threshold=0.45280081435000008 0.56055207925000017 0.56167480015000015 39.039757512550004 37.663157789700008 0.56369569775000017 39.134693790050008 0.57811143375000007 41.792045663550006 37.186372654950006 0.45976168375000009 42.428475018400007 0.47106374065000006 44.710446918150005 0.48544953745000008 0.62406814170000013 0.44922307715000004 0.56915960600000015 0.43967246490000006 40.922041107600009 0.43808568605000003 0.54585192060000021 39.995120105550008 38.592454371550012 41.348489042950007 41.840895355800008 42.072181850200003 0.56501302355000016 43.509905336500005 0.54679500610000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 4 9 -5 -7 -8 15 -4 -10 -12 -13 -14 -15 -9 17 20 -19 -20 21 -1 23 29 -24 -26 -27 28 -28 -23
right_child=1 2 3 5 -6 6 7 8 10 -11 11 12 13 14 -16 -17 -18 18 19 -21 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.00036805668817501026 -0.1034255107009642 0.10082720461593171 -0.044992588795071703 0.054598123398411018 -0.085216171567133042 0.083422383591948576 -0.10111232499221484 -0.10223383085420144 0.026936007315545296 0.075960383129021425 0.066249312306072991 -0.10459903501928935 -0.065939079982329382 0.081742681963945907 -0.0029996584025492614 0.021925660707633726 0.0139611497731828 0.020179645027205248 -0.014539953533962618 -0.10238703266203196 0.026115764819276285 -0.082839049656844577 0.027283723805538635 -0.10327194130595839 -0.10382082755471429 0.099963307139326538 -0.10368360957423989 0.026874501379380918 0.015668801535499922 0.040413547267022565
leaf_weight=27.558291158024613 0.061219508608092776 0.036670653411419951 0.024761739029222296 0.11173981574756886 0.097918924985339051 0.033749135449170353 0.060268975882706854 0.038760509413459765 0.23174247898714384 0.03579032356153844 0.068604654330144399 0.080307182330216165 0.03240115947190958 0.05053582620303132 0.31000895578188192 0.010522288318000061 0.45976876242372 0.19269335616727512 0.052880080631211301 0.10388874981669005 0.38114949397042508 0.048113939817995 0.43479512044234503 0.11088724733144772 0.12964908919093432 0.10465473544900306 0.13475040766570601 0.11165882254135795 0.090031716267052531 0.08914636455912256
leaf_count=1808 16 2 159 11 58 8 28 64 16 20 34 10 69 11 155 48 33 43 23 36 39 4 22 27 14 6 25 11 41 59
internal_value=-1.16201e-05 -0.00531668 -0.000408803 -0.00353605 -0.0425297 0.00247126 -0.00388127 -0.00721753 -0.000340562 0.0264987 0.00446185 -0.00514993 -0.0155003 0.00270905 0.00887827 -0.0757247 0.000215596 1.67495e-06 -0.0215109 -0.0727551 0.000259196 -8.28571e-05 -0.00999475 -0.0476915 -0.000691923 -0.0220039 0.0020442 -0.0284149 -0.0558795 -0.00279026
internal_weight=31.2874 1.285 1.22378 1.18711 0.158471 1.02864 0.916901 0.883152 0.822883 0.0605521 0.7736 0.541858 0.473253 0.392946 0.360545 0.0492828 30.0024 29.5426 0.349462 0.156769 29.1931 28.812 1.25369 0.248148 1.00554 0.570745 0.441096 0.336441 0.224782 0.13726
internal_count=2900 709 693 691 237 454 443 435 407 179 295 279 245 235 166 112 2191 2158 102 59 2056 2017 209 90 119 97 83 77 66 63
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 0 0 2 2 1 1 0 2 2 0 0 0 2 1 0 1 0 2 0 0 0 0 1 1
split_gain=0.00339492 0.0759802 0.0255398 0.15524 0.0268214 0.0794945 0.0293632 0.0600319 0.0976522 0.0689563 0.0275281 0.0934199 0.0785472 0.124484 0.0698085 0.0625434 0.0495551 0.0513763 0.0309647 0.0284313 0.024478 0.0584084 0.0523487 0.0460141 0.0371521 0.121068 0.0712326 0.0371311 0.0293057 0.052388
threshold=0.52215502530000013 0.52029879345000019 0.52428071015000011 39.344049039350004 40.580626202750004 40.421032462050007 0.52975958800000011 0.52772372085000019 41.395309858300003 42.654057868200006 0.42067602765000006 0.41917906650000009 0.53905571685000009 42.072181850200003 41.322103772800006 0.53978922790000017 0.54191491270000014 0.54384599265000022 50.065525775750011 0.39971857130000005 0.52772372085000019 0.39584144190000009 0.53592706805000012 40.036761086100007 0.54191491270000014 0.54317236010000014 0.54511840960000013 0.54475913895000005 0.42019700010000005 0.4211999641000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 7 8 -6 -10 11 12 14 -14 -8 -15 -17 -18 -19 -16 -4 -22 -23 24 -24 -26 -27 -25 -28 -30
right_child=2 -3 4 -5 6 -7 10 -9 9 -11 -12 -13 13 15 19 16 17 18 -20 -21 21 22 23 27 25 26 28 -29 29 -31
leaf_value=0.0002466003142353499 -0.0076626063803056383 -0.037521799075337363 -0.053225278508786514 0.055447893160909471 0.094914188249883957 -0.10203007733910448 0.075483499317112457 -0.082139803984349544 -0.10441513363733575 0.017781258374445812 0.00044480582908065108 0.063841743058532144 -0.10842504873494883 0.10106991575059375 -0.016733261066898372 -0.10185627878307257 0.081831651135677169 -0.10150114899512247 0.036042258194488079 0.035685796935713519 0.039051378093203221 -0.066824884860322703 0.033741380674258463 -0.069701597169921331 -0.09058947454789168 0.056041823306009077 -0.062088427438512256 -0.0077160001429663408 0.078726861519587077 -0.0084321759224776621
leaf_weight=21.641348732620418 1.2348948228836878 0.54609247728038468 0.10449478994577566 0.569513636711381 0.081286186939905636 0.088886292179836235 0.18713970147655323 0.11817237280759141 0.082911017791047925 0.10424152610404658 2.8123408540181662 0.33228266562218767 0.13944630576884265 0.057839686051011086 0.27964616012377519 0.051037402560837108 0.06027440179605037 0.039928252138508924 0.027738425178174708 0.16424118395661935 0.28145633226813593 0.14777620685981663 0.30408732047089904 0.17797725999844249 0.14698594600486092 0.22665245240943932 0.08580174292748699 0.2114615028172544 0.07556570041924715 0.78906943164670007
leaf_count=1310 31 34 37 38 6 14 8 46 22 35 566 15 14 2 40 7 5 41 18 18 22 38 26 9 10 15 25 34 4 410
internal_value=-1.89285e-05 -0.000682981 0.00162121 0.0122565 -0.00105203 -0.00906612 0.00361004 -0.0227491 0.00339591 -0.0363533 0.00606451 0.0178627 0.00269524 -0.0334678 0.0242583 0.0106694 -0.0185449 0.0146892 -0.0451183 0.00266213 -0.00582733 -0.00380314 -0.00937339 -0.00516544 0.00222038 -0.00501873 0.00566669 -0.036044 -0.00634636 -0.00081482
internal_weight=31.1706 22.1874 8.98315 1.80441 7.17874 2.64021 4.53853 0.386611 0.268439 0.187153 4.15192 1.33957 1.00729 0.376264 0.631027 0.236818 0.178978 0.127941 0.0676667 0.443887 2.55133 2.44683 2.16538 2.0176 1.62816 1.32408 1.17709 0.389439 0.950437 0.864635
internal_count=2900 1344 1556 69 1487 644 843 109 63 57 734 168 153 87 66 73 71 64 59 58 630 593 571 533 490 464 454 43 439 414
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 1 0 2 2 0 1 0 1 0 0 2 2 0 2 1 0 0 0 1 1 1 1 0
split_gain=0.00355028 0.079343 0.0245245 0.0418578 0.0497005 0.153982 0.0202644 0.204806 0.0569975 0.0524729 0.0750695 0.0327877 0.025583 0.0201077 0.173657 0.0738573 0.187437 0.184938 0.0635745 0.0493378 0.0491582 0.0457272 0.111021 0.102797 0.0284368 0.0337698 0.137499 0.124776 0.0569228 0.0338245
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 41.919251152600005 0.3459626957000001 0.49320379630000005 42.027086531450003 42.049402686800001 0.52511900840000014 0.34632196640000007 0.48041974790000003 0.3447052483500001 0.48101853240000009 0.48181192180000004 41.289992964000007 41.21013581150001 0.47976108500000009 41.134354310300004 0.34542378970000004 0.48851830785000006 0.49320379630000005 0.47943175355000006 0.34500464060000008 0.34521421515000011 0.34458549145000011 0.34560342505000002 0.47739588635000008
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 -5 -9 12 -11 -10 -8 19 -15 -16 -17 18 20 24 21 -18 -23 -24 25 27 -27 29 -28 -1
right_child=1 2 3 6 5 -7 9 8 11 10 -12 -13 -14 14 15 16 17 -19 -20 -21 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0046777429353714517 -0.06091925185546631 0.01834820843462753 0.0081326450315408732 0.038554406500225992 -0.073897989859332977 0.0068862414556932691 -0.060285452131795036 -0.073389724606826356 0.03083464306473185 0.065212810098952953 -0.00046153988458569523 -0.039545052508178795 -0.011292448575387996 0.081981845951427129 0.046587967804933093 -0.085488890646612414 -0.028222016125549022 0.079802043873321848 -0.036840183319024 -0.038867935841361792 0.044546752654117991 0.034425889857498441 -0.083392002240605265 -0.00035713035078317344 0.022632897505628809 0.068649568663565211 -0.045925742573735523 -0.056346382444271016 0.016953378934229074 0.03624015587642445
leaf_weight=1.1381644088272822 0.21862708242891216 0.67775200743611108 0.50516454895750829 0.97831794412758 0.44123701367061585 0.50713651038095264 0.20771735929002844 0.25130088920195703 0.12315990276692901 0.17691746034975508 10.735040574994498 0.1431096186948162 0.21890430220240376 0.27182916458696027 0.34746269000970542 0.25209403882308734 0.53985334082971626 0.29523077745826576 0.45872031040814043 0.39608373794180796 0.25513113489614703 0.93638516030797703 0.15166886740917007 8.7798387088676026 0.42514089948963363 0.28081603291125135 0.30902977136126641 0.48527827274908686 0.2695467842228485 0.24562303832499299
leaf_count=137 11 22 26 32 9 53 19 13 7 11 1276 36 25 6 13 9 11 6 21 16 13 26 10 951 10 15 27 25 54 10
internal_value=-1.9557e-05 -0.00111212 -0.000238424 -0.00112008 -0.0172035 -0.0306992 0.000701409 0.0116412 -0.0392306 -0.000741862 0.00060325 -0.00699173 -0.0351466 0.00102792 0.00294298 0.001155 -0.000197848 0.00168546 -0.000388204 -0.00560159 0.00117997 0.000116896 0.00166726 -0.00176717 -0.00142343 -0.00517182 0.0112349 -0.0127156 -0.0166317 0.00258521
internal_weight=31.0223 15.1844 14.9658 14.288 1.45354 0.948374 12.8345 1.49589 0.51757 11.3386 10.912 0.26627 0.426622 15.8379 12.2882 12.0164 11.6689 11.4168 11.1216 3.54968 10.6629 10.4077 9.86789 8.93151 3.1536 2.72846 0.859393 1.86907 0.578577 1.38379
internal_count=2900 1540 1529 1507 88 62 1419 88 56 1331 1287 43 44 1360 1066 1060 1047 1038 1032 294 1011 998 987 961 278 268 96 172 81 147
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 1 2 2 2 0 2 2 1 0 1 1 2 2 0 0 2 1 1 1 1 0 1
split_gain=0.00361599 0.0488598 0.0293711 0.0298307 0.0465959 0.0297521 0.0310664 0.0250659 0.0290942 0.033203 0.0211659 0.0311687 0.022382 0.0137619 0.00871411 0.0149597 0.0131597 0.0101088 0.00651631 0.00600073 0.0157583 0.0581557 0.0377329 0.0231512 0.0125098 0.0118208 0.0312277 0.00919445 0.00629703 0.102184
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 0.31810424840000007 35.461062230100005 35.131296350900008 0.35814795965000007 34.394321486900004 36.072790850000011 35.818873074050011 0.50041914915000019 35.131296350900008 32.785955158400007 0.38185982460000006 0.53136133645000017 0.38733870245000007 0.34392682850000006 37.020641110850008 37.737818700150008 0.52324780695000006 0.54384599265000022 38.052786106700005 0.45280081435000008 0.36543816055000006 0.36730936200000003 0.37401574800000009 0.50300889195000009 0.36195024100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 9 18 11 12 -6 14 15 -14 -17 -16 -7 25 21 -21 -23 27 -24 -2 -27 -22 29 -25
right_child=19 -3 -4 4 10 6 -8 -9 -10 -11 -12 -13 13 -15 17 16 -18 -19 -20 20 23 22 24 28 -26 26 -28 -29 -30 -31
leaf_value=0.031183288340342313 -0.015708697986991926 0.066296201076633907 -0.059819504464466149 0.10073999318775376 0.10041361618810406 -0.020190003562415879 -0.1071563375807926 0.042571837770170096 -0.10388155973072413 0.086133091336469084 0.078590539546032914 -0.079684556921445701 -0.10149273603193354 -0.051947891195006791 0.066420174808525245 0.073605548383749761 -0.10051961230473977 0.0055494581342968264 -0.10225942245057316 0.032792304324622601 -0.010280680698983372 -0.1029224286646146 -0.032233012900331974 0.00026226467353936448 0.041295361322675868 0.03478585516165008 -0.027044144980312813 -0.041551623021798774 0.0019852504368992907 -0.043510498383725997
leaf_weight=0.082259593716121182 0.6511548878037291 0.1174875004382212 0.081325858628182424 0.063599732216971461 0.025428941007703515 0.02024831071031484 0.051605124642946976 0.047954891137464983 0.046894044432264081 0.026314301045204047 0.035935546765959003 0.044364605879984031 0.015931031910440652 0.039620619577534655 0.042493861867114902 0.015858789427966258 0.0059758169420609788 0.076213604793363199 0.0185270246367117 0.47792522607051324 0.20146628726797899 0.056672163756161353 0.052066593116730786 16.976014145920082 0.041646983945039295 0.18505536392331123 0.14623365121638177 0.17630947632363458 10.48543670064007 0.55060301274231349
leaf_count=19 12 12 24 6 3 33 7 7 14 9 11 18 3 29 8 6 103 78 18 33 11 14 22 849 27 2 46 37 1349 90
internal_value=-1.52938e-05 0.00638554 -0.0031192 0.00387567 0.0229498 -0.0198481 -0.0396918 -0.017924 -0.0438302 -0.000566053 0.00655796 -0.00317748 0.0121447 0.000698188 0.0140287 -0.0278104 0.02595 0.0273394 -0.0594031 -0.000198363 6.18667e-05 0.0157263 -0.0385095 -0.000284811 0.000443523 -0.00788467 0.00749359 -0.024875 4.68161e-05 -0.00111287
internal_weight=30.8586 0.858039 0.740552 0.659226 0.365423 0.293803 0.211544 0.159939 0.111984 0.0650896 0.301823 0.265887 0.221523 0.196094 0.156473 0.0377656 0.0218346 0.118707 0.0387753 30.0006 29.0181 0.628311 0.150386 28.3898 0.0937136 0.982444 0.331289 0.377776 28.0121 17.5266
internal_count=2900 408 396 372 265 107 88 81 74 60 259 248 230 227 198 112 109 86 51 2492 2432 96 63 2336 49 60 48 48 2288 939
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 1 0 1 0 2 0 2 2 1 0 2 2 2 1 1 0 2 2 0 0 2 1 2 1
split_gain=0.00363281 0.0389412 0.0325165 0.110204 0.0531373 0.0163284 0.0635161 0.0306091 0.0431615 0.0296274 0.0175638 0.109066 0.0614868 0.0373312 0.0346866 0.115324 0.0969774 0.0692187 0.0812203 0.242465 0.111241 0.089286 0.0935914 0.109806 0.0614529 0.0651121 0.130381 0.0543607 0.0502477 0.0956655
threshold=0.48543456785000005 0.48368312325000012 0.34692075085000007 41.468518788800004 0.4901499955000001 0.34744468730000005 0.35585760905000008 0.47814436690000012 0.35814795965000007 0.47727612945000003 39.468990633150007 0.47778509625000004 40.12915366295001 40.532725462000009 0.34479506600000004 0.47961138885000004 41.134354310300004 40.79983011445001 42.686561923500008 0.34506451900000007 0.34506451900000007 0.48119816770000007 41.169697216150006 42.072181850200003 0.47997065955000012 0.47715637260000004 42.718072821900002 0.3453339720000001 42.801286935650005 0.34446573455000007
decision_type=2 2 2 2 2 2 2 2 2 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 -4 10 -7 8 -8 -10 11 -1 -12 -14 15 16 -15 -16 19 -19 -20 22 -21 27 25 26 -22 -24 29 -18
right_child=2 -3 4 -5 -6 6 7 -9 9 -11 12 -13 13 14 17 -17 28 18 20 21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051728174172534346 0.040842667421620696 -0.025939378082930759 -0.041562253039978826 -0.0061336669439962027 0.0002033908210288061 0.071846509195578126 0.06481541024897193 -0.048974055442535441 -0.039131708868747006 0.034518907544004246 -0.026225096356074357 0.071586025546181528 0.024358361560398389 -0.073270723691702608 0.027656130564657107 0.06169483734174061 -0.0050920345518089705 -0.07020648164782553 0.065409522261330885 -0.036695848544880089 0.10197347465521107 -0.024973302254180013 0.0087847051140849293 -0.028453308348942771 0.02452369796432026 -0.043272909284156086 -0.044863044804477906 0.047293645236323151 -0.0035103721960211376 0.061186976811941199
leaf_weight=0.86688184364384635 0.8329496629303369 0.60901068941895253 0.31114992099855676 1.2470466197974017 14.518905491091507 0.15222610396888414 0.10608700539212956 0.1091249165424415 0.14846343368875292 0.086407028138637543 0.96021278760963369 0.23537170386407524 0.60328092118515897 0.1674348035800225 0.57286735287834734 0.34495162220935061 0.47946097203399096 0.68622438749844139 0.30352058842254326 0.40975664705911263 0.1089433468878267 1.4554627552861346 0.69829326058879793 0.42995467571358847 0.50045199558371678 0.46380403695195582 0.13590900040227183 0.77166484548070002 2.080352049110179 0.39899970404803753
leaf_count=124 21 24 21 28 1915 20 13 17 55 3 42 18 24 14 12 10 74 33 21 15 2 30 19 52 20 31 45 26 160 11
internal_value=-1.48437e-05 -0.00121345 0.000969355 0.0126783 -0.000672896 -7.92095e-05 0.016008 -0.00287763 0.0118757 -0.0120362 -0.000843736 0.011218 -0.00199268 0.000200091 -0.00125616 0.00682272 0.000768101 -0.0055462 -0.00873543 -0.0155382 0.0112836 -0.00557446 0.00664993 0.0159984 -0.0023035 -0.0212488 0.0204696 0.0290002 0.00495785 0.0250121
internal_weight=30.7952 13.8851 16.9101 2.08 14.8301 13.2761 0.602308 0.450082 0.340957 0.23487 12.6738 1.10225 11.5715 10.6113 10.0081 3.4712 3.12625 6.53685 5.96399 4.45136 1.51263 3.76513 2.30967 1.89991 1.20911 0.708656 0.244852 1.46996 2.95881 0.878461
internal_count=2900 915 1985 49 1936 891 108 88 71 58 783 142 641 599 575 269 259 306 294 175 119 142 112 97 98 78 47 45 245 85
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 0 2 0 0 0 1 0 1 0 1 2 2 2 2 2 2 2 1 1 2 0 1 2 2
split_gain=0.00356302 0.0210882 0.0158546 0.0171187 0.0182594 0.00668499 0.0410081 0.0303993 0.040139 0.0222905 0.0120738 0.0177078 0.00606565 0.0313486 0.00979194 0.0197112 0.0114244 0.0101721 0.00860888 0.024099 0.0343608 0.0152783 0.0799687 0.0361832 0.100439 0.0201392 0.0352737 0.0602325 0.018054 0.0170932
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 0.39614083410000006 44.921040431000009 49.110028829250005 0.39672464895000009 49.49736495185001 0.47648274005000008 0.55671985870000007 0.5810754169000002 0.50525433370000017 0.6018382683000002 0.45772581660000006 0.66294422320000013 0.57987784795000008 43.45354240915001 40.79983011445001 48.852845034800005 48.461603274950008 47.833738492450003 44.527357125550004 44.758188263300006 0.35877668335000007 0.41640968835000008 43.874475754150005 0.47796473160000008 0.34569324270000007 44.015822920550008 47.001379125850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 -7 -8 -9 -10 -11 -12 18 -14 16 -16 17 -15 19 20 21 25 -23 -24 29 -2 -27 -28 -29 -25
right_child=5 -3 -4 -5 -6 6 7 8 9 10 11 -13 13 14 15 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=-0.10035886326990227 -0.00029155647710172894 0.042185764686427991 -0.10258823799199389 -0.10221347650359539 0.058235381759678941 -0.1019606827138468 -0.063548582166296622 0.082433571333154612 -0.10078968462571569 0.027538062454640175 0.0028186207715363999 -0.10045712725358187 -0.10211047234526185 0.0011701557212456363 -0.10152856905505561 0.0044764097337397822 0.023653888560961858 -0.10024625990458312 0.0089026562236189811 -0.023747361785785816 0.03447355381860237 -0.1078279665662786 0.037983716571226553 -0.10300663176751806 0.021980802287926947 0.043575831283343885 -0.032982565506503907 0.047876061898404876 0.0072013477695372242 -0.030253697606769804
leaf_weight=0.0089606005130055122 26.276393407826301 0.10945467287501742 0.019954635092290118 0.012810859829187393 0.038242379654548131 0.045841844985260116 0.063373305728930518 0.064274218864738941 0.023004096847185185 0.098632597691675983 0.065140003939859525 0.022281157696625087 0.035639190608609872 0.027711285158962901 0.026772821637969096 0.050871856286262396 0.14427305129493107 0.015378439499090568 1.0993686380534189 0.42508943138818622 0.29020360809226886 0.081643542357368371 0.16179696481572137 0.10803770999007156 0.24255436697814048 0.2894109715707589 0.29087029211223125 0.19978822865959955 0.2404701946632315 0.046063042837204193
leaf_count=93 1842 20 5 1 8 5 26 3 58 35 45 53 18 121 81 59 38 73 24 16 21 27 30 61 33 20 7 18 33 26
internal_value=-6.3937e-06 0.013666 -0.0253696 0.000305619 0.0281292 -9.14892e-05 -0.0132274 -0.00114656 0.0133216 -0.00792662 0.00355518 -0.0235034 7.57231e-05 -0.014057 -0.00221529 -0.0320754 0.010159 -0.0350247 0.000218537 -0.000114666 0.000241232 -0.000114366 -0.0153859 -0.00187122 -0.0181282 0.000243742 0.0140264 0.00232946 0.0256594 -0.0812597
internal_weight=30.6243 0.189423 0.0799685 0.0600138 0.047203 30.4349 0.382547 0.336705 0.273332 0.209058 0.186054 0.0874212 30.0523 0.300647 0.265007 0.0776447 0.187363 0.0430897 29.7517 28.6523 28.2272 27.937 0.640096 0.558452 0.396655 27.2969 1.02054 0.731129 0.440258 0.154101
internal_count=2900 127 107 102 101 2773 225 220 194 191 133 98 2548 390 372 140 232 194 2158 2134 2118 2097 177 150 120 1920 78 58 51 87
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 1 2 2 2 0 0 0 1 0 2 2 2 0 0 0 0 2 1 0 2 2 1
split_gain=0.00315233 0.0413143 0.0245244 0.0255275 0.042858 0.0252522 0.0288048 0.021405 0.0272098 0.0283221 0.0183114 0.0267872 0.0204294 0.0125805 0.00898271 0.00638208 0.00560397 0.00709689 0.00494536 0.0264536 0.117122 0.025163 0.13283 0.103801 0.0123242 0.0266681 0.0104671 0.00503144 0.0209968 0.0460375
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 0.31810424840000007 35.461062230100005 35.131296350900008 0.35814795965000007 34.394321486900004 36.072790850000011 35.818873074050011 0.50041914915000019 0.51243974730000008 0.51484985480000012 0.34392682850000006 0.54749857790000023 33.151194885250007 37.186372654950006 37.572218886150004 0.51700547890000015 0.50449088350000015 0.52029879345000019 0.52975958800000011 38.052786106700005 0.39458399450000009 0.54910032635000017 39.039757512550004 38.703421923500009 0.34392682850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 9 15 11 12 -6 -14 -15 -7 -16 -18 21 20 -20 -2 -23 -24 25 -21 -27 28 29 -26
right_child=18 -3 -4 4 10 6 -8 -9 -10 -11 -12 -13 13 14 16 -17 17 -19 19 24 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.028253939799578839 0.0017242556278992691 0.062345884662976719 -0.055241199475971559 0.10064310191301395 0.10037419031607282 -0.01771375361416111 -0.10644389875165883 0.039164966888427667 -0.10350446219518057 0.083665288963146234 0.075266059694410803 -0.075973761441881935 -0.035410855188045563 0.10021617144547933 0.019307255951334257 -0.10195013622302654 0.032716202185584901 -0.1002550532888191 0.096950194569896384 -0.031147722110063294 -0.028768386900805527 -0.10500124498044966 0.09099070719512134 -0.075789466943513892 -0.060371098995402286 -0.0078635164049537867 0.050446631805123293 -0.0002928281923731714 0.017304944220372424 0.0044387828457086009
leaf_weight=0.080982084788057018 0.92032688003770802 0.11265819503594621 0.079354832155882793 0.057605070021963911 0.023019656771793962 0.02015339336713852 0.046947690291631261 0.047087402724230287 0.042570478190519623 0.024559687444707379 0.033883528394060392 0.041999369565254963 0.064184358896454796 0.012282200157642351 0.097542118109807063 0.016243478768393202 0.0069732687442274613 0.0094573726896311355 0.13859884547856038 0.33475860114947498 0.15924576341394969 0.13481199461966753 0.10145555268286444 0.059030305430497254 0.12932117814637212 0.057796817037583992 0.065869236655883401 26.138652994419203 0.77796398835801028 0.7189040635371029
leaf_count=19 23 12 24 6 3 33 7 7 14 9 11 18 14 2 37 18 106 68 9 29 39 6 10 45 8 12 31 2120 60 100
internal_value=-1.05314e-05 0.00611554 -0.00287197 0.00377201 0.0218733 -0.0187744 -0.0380517 -0.0167333 -0.0421577 0.000685344 0.00619102 -0.00297097 0.0113928 0.000637012 0.0189627 -0.0553074 0.0102065 -0.0438212 -0.000178946 8.72916e-05 0.0297334 -0.00642543 -0.0318248 0.0296452 -0.000225569 -0.0164881 0.0231947 4.29423e-05 0.00543997 -0.00544219
internal_weight=30.5542 0.817504 0.704846 0.625491 0.346947 0.278544 0.197562 0.150614 0.103527 0.0609566 0.289342 0.255458 0.213459 0.190439 0.126255 0.0363969 0.113973 0.0164306 29.7367 28.5211 0.297845 1.21562 0.295298 0.160486 28.2233 0.458425 0.123666 27.7648 1.62619 0.848225
internal_count=2900 408 396 372 265 107 88 81 74 60 259 248 230 227 213 51 211 174 2492 2408 48 84 61 55 2360 72 43 2288 168 108
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 2 2 1 2 2 1 0 2 2 1 0 1 0 1 2 1 0 0 2 1 0 0 2 1
split_gain=0.00342765 0.0714464 0.0316525 0.0533829 0.120766 0.0474872 0.082642 0.0504474 0.043258 0.0313133 0.0255809 0.0283681 0.0379444 0.027265 0.0333531 0.0935437 0.0442174 0.0416852 0.063149 0.053643 0.053289 0.0484054 0.0401829 0.0384299 0.106783 0.031235 0.0264211 0.0852159 0.0463006 0.0876923
threshold=0.39584144190000009 0.39685937550000011 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.51401155655000019 43.968221017800005 44.269496632500008 0.3979222179000001 45.33565396960001 38.238138001450004 0.44751654140000008 0.56369569775000017 38.771633980050005 40.823855932350007 0.42067602765000006 0.54317236010000014 0.42829556000000008 0.54475913895000005 0.41985269900000005 40.380906245900007 0.45206730335000006 0.56276758185000009 0.56704889075000009 39.468990633150007 0.42274183410000005 0.55411514625000013 0.55754318735000019 41.093509583400007 0.43625939340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 -9 11 -6 -13 -12 17 -16 -17 19 -19 -15 21 -20 -22 -23 -25 -18 -27 -28 -29 -30
right_child=1 2 3 4 10 6 7 9 -10 -11 13 12 -14 14 15 16 25 18 20 -21 22 23 -24 24 -26 26 27 28 29 -31
leaf_value=0.00052991035177924243 -0.094830352686357755 0.047847631609742293 0.030164360163832102 -0.10162737889865946 -0.07964793802061973 0.0061643328079470927 0.10035382869245489 -0.10306947941980089 -0.10302386541260654 0.011170602714976689 0.032609631706066088 0.068147514504851403 -0.063941055142960307 -0.00090054421521157705 0.056697146430363048 -0.053933234773500406 0.062945267543567621 0.07453081913033352 0.040138429917648773 -0.052121728053148943 -0.10469668431841313 -0.051613259542630213 -0.010597222404493059 0.068287266108564601 -0.10605650534898614 -0.021935566562157692 0.081196947428700345 0.044829156782088479 -0.10265722347446334 -4.2005194277933376e-05
leaf_weight=24.220364602259245 0.081991272355480649 0.072828495539521643 0.57117500080229966 0.11899879107020428 0.083012876261580215 0.045829246154994507 0.047496626619249582 0.033768538508979873 0.1742083813643589 0.082885882484347917 0.26843233541168299 0.043475915669660026 0.043515599671554772 0.39336383975273725 0.32755782815002055 0.14381332463108298 0.084295255190227514 0.11037639807909727 0.26423097566294018 0.42576869799813721 0.083410502615151927 0.16421514693820427 0.099531023508802718 0.11805730442482343 0.050013754309667036 0.41361690795452011 0.13947860319422023 0.20395738676747743 0.088251924800260784 1.4780545065732829
leaf_count=1474 24 48 45 54 92 42 5 9 49 58 39 9 203 17 18 19 14 4 29 25 5 13 35 35 38 24 11 26 15 421
internal_value=-9.05895e-06 -0.00209583 -0.000864232 0.00116033 -0.0020593 -0.0261885 -0.0402231 0.0134745 -0.0802822 -0.021899 0.000297937 -0.0378312 0.0020731 0.00163269 -0.000179699 0.00638933 -6.91996e-05 -0.0112463 0.00373839 -0.0275243 -0.00628627 0.00819367 -0.053501 -0.0172085 0.0164069 0.00314819 0.000978656 0.00594148 1.21192e-05 -0.00582375
internal_weight=30.476 6.25561 6.17362 5.7166 5.14543 0.457017 0.384189 0.164151 0.220038 0.116654 5.02643 0.170004 0.0869915 4.85643 4.58799 2.87903 2.55147 1.70897 0.889835 0.819133 0.779459 0.596517 0.182942 0.332286 0.168071 2.40765 2.32336 1.90974 1.77026 1.56631
internal_count=2900 1426 1402 1191 1146 211 163 72 91 67 1092 304 212 788 749 548 530 201 159 42 155 115 40 86 73 511 497 473 462 436
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 0 0 0 0 1 1 2 2 0 0 2 0 0 1 2 0 1 1 1 1 0 2 2 0
split_gain=0.00319197 0.0334345 0.0527561 0.099598 0.0519482 0.0444159 0.0881181 0.0289468 0.0710091 0.0232417 0.0182418 0.0920999 0.0686956 0.0930681 0.105772 0.0814766 0.0700108 0.0576858 0.0471535 0.0386388 0.0247351 0.0238174 0.159598 0.0561532 0.217581 0.0577494 0.0249808 0.0154406 0.0921223 0.147404
threshold=0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.34524415440000006 0.34500464060000008 0.47648274005000008 0.46594413340000007 0.47706655490000011 0.47778509625000004 0.34569324270000007 0.34554354660000003 41.495754733000005 42.852084787850011 0.48218616210000004 0.48041974790000003 39.646013290900008 0.48015029490000011 0.48077901860000011 0.34518427590000006 40.922041107600009 0.48271009850000007 0.34581299960000006 0.3459626957000001 0.34632196640000007 0.3465914194000001 0.48543456785000005 43.19689381845 42.674081447500008 0.50356276755000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -6 -9 -2 11 12 15 14 19 16 -11 -12 -19 -14 -17 -20 -23 -24 -25 -26 -27 28 -28 -30
right_child=9 2 4 -5 7 -7 -8 8 -10 10 17 -13 13 -15 -16 20 -18 18 21 -21 -22 22 23 24 25 26 27 -29 29 -31
leaf_value=0.0022213516515000322 0.012328569090425737 -0.11217661116143043 0.060020962114858814 -0.0022447073633714751 0.013792139425480313 0.038282068840563954 -0.059237349955974711 -0.10213695673289676 0.020624182700614991 0.019643878712515769 0.035798072921669088 -0.041371188317110313 0.022381216187273085 0.010449646163181905 -0.076073050537917172 0.012007734891456966 -0.026916455236942523 -0.046499454792282152 0.014011226457478466 -0.035054444700607541 0.036134287400638655 -0.082868671801328703 0.029297141778026253 -0.11144356026371603 0.042535047533832353 0.035792005056081183 0.00012410841958662965 0.0076662261377500865 -0.10623935328596411 0.00055147944327992059
leaf_weight=3.7383143981726437 1.5452342561911816 0.1492060888724458 0.11205907620228572 0.18410581764558331 0.15401574734030854 0.30004716666142162 0.24881885248302094 0.10052734131350594 0.088687753088379395 0.50532778189517491 0.46857747983631881 0.63050325365657034 0.23155732239501936 0.66034887973754053 0.41328426403924823 0.99541286053135969 0.89480665454902919 0.21313704647764353 1.2703079231760082 0.23701841552428959 0.74146237289824057 0.23026511957868834 0.6709903222508754 0.17400773102417488 0.32775749324355175 0.19362448639233854 12.256379688000152 2.0638607860704363 0.21529731596820134 0.3234156834435602
leaf_count=376 41 14 10 52 33 12 24 48 11 17 36 32 19 31 10 24 38 10 31 25 21 7 11 9 9 7 1265 581 16 80
internal_value=-1.43333e-05 -0.00230267 -0.0212262 -0.0514554 0.000904162 0.0011782 -0.00161401 -0.0183965 -0.0445971 0.000445442 -0.000328768 -0.0054925 -0.000658006 -0.0179388 -0.0391965 0.00783754 -0.0101122 0.00116072 0.000255975 -0.00667131 0.0223072 0.000818164 -0.000200288 0.000972917 -0.000248946 0.00100907 0.000104876 -0.000360156 -0.00165482 -0.0421276
internal_weight=30.3384 5.07578 0.788602 0.333312 0.45529 4.28718 3.98713 0.343231 0.189215 25.2626 23.7173 5.30972 4.67922 1.54221 0.88186 3.13701 1.40013 18.4076 17.939 0.468576 1.73688 17.7259 16.4556 16.2253 15.5543 15.3803 15.0526 14.859 12.7951 0.538713
internal_count=2900 580 168 66 102 412 400 92 59 2320 2279 217 185 85 54 100 55 2062 2026 44 45 2016 1985 1978 1967 1958 1949 1942 1361 96
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 0 1 1 2 2 1 0 0 2 2 1 1 0 2 2 2 1 0 0 2 0 1 1 1
split_gain=0.00415323 0.0373431 0.15912 0.0587612 0.0998156 0.189179 0.0331592 0.0131807 0.0532075 0.0293841 0.0398598 0.0144328 0.19739 0.0763912 0.0537819 0.0656662 0.210373 0.093478 0.076548 0.0780022 0.0963361 0.06538 0.174906 0.0565992 0.0500883 0.119923 0.0626478 0.0476436 0.0444587 0.028305
threshold=0.48543456785000005 0.34500464060000008 0.34521421515000011 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.48368312325000012 0.34744468730000005 0.35585760905000008 42.131954243650007 40.79983011445001 0.34479506600000004 0.48140774230000011 0.47851860725000006 40.79983011445001 42.686561923500008 0.34506451900000007 0.34506451900000007 0.48119816770000007 41.169697216150006 42.072181850200003 40.380906245900007 0.34524415440000006 0.47997065955000012 0.47715637260000004 42.718072821900002 0.4755546241000001 0.3453339720000001 0.34545372890000009 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=6 -2 -3 -4 -5 -6 7 11 -9 10 -10 12 13 29 21 16 -16 -17 19 -18 27 22 -13 24 25 -19 -27 -21 -22 -1
right_child=1 2 3 4 5 -7 -8 8 9 -11 -12 14 -14 -15 15 17 18 23 -20 20 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.1999821760662744e-05 -0.024210346510447827 0.10275911826486489 0.032609415782826098 -0.057956781825498786 0.10288527017502931 -0.00033161679399222648 -0.024336354702723478 0.068187399193986503 -0.10167311269627043 0.014698861563300825 0.0083703332530378309 0.034400378352078584 0.090831296694628652 -0.043482894118020275 -0.066206140730940277 0.061277321886843372 -0.033385042793521981 0.10173437943100594 -0.023172455137710452 0.0083059678331503083 0.011722062430766029 0.036472147736437067 -0.045625329865548882 0.023102657369549185 -0.040755950622314172 0.03693687518069113 -0.10401247040836925 0.044921267829942671 -0.053810913029210018 0.029286326338047525
leaf_weight=3.8375535812904245 0.56589260679448017 0.15499312081374483 0.5651423423551013 0.29374104202724893 0.17972128000110288 14.837863643062638 0.59844464917168316 0.13985123083439949 0.060662385982652889 0.29532741838363563 0.071964743816351984 0.57929044353621351 0.2447340884245931 0.39326544957530263 0.66536951729358396 0.2864516698718943 0.4050703578359397 0.09605365991592385 1.4356192701961843 0.67656711883159892 0.17686987741240034 0.66200926693272766 0.51673707800499857 0.49811134161427617 0.44712491704837021 0.053838623412616471 0.076116776618516013 0.74854311370290816 0.24963670620331868 0.36328728825901624
leaf_count=372 11 3 16 7 6 1942 24 20 38 39 11 28 7 20 33 21 15 2 30 19 20 17 32 20 31 8 37 26 32 13
internal_value=-2.47413e-05 0.00103639 0.00192757 0.000943211 -0.000225591 0.00090362 -0.00132179 -0.000260707 0.0146383 -0.00286102 -0.0419625 -0.00094227 0.00332378 -0.00133786 -0.00366795 -0.00830133 -0.0144473 0.0100715 -0.0051201 0.00636413 0.0150599 0.0116587 -0.00332883 -0.00245193 -0.021362 0.0170059 -0.0456192 0.0275383 -0.0266348 0.00260758
internal_weight=30.1759 16.5974 16.0315 15.8765 15.3113 15.0176 13.5785 12.9801 0.567806 0.427955 0.132627 12.4123 4.83884 4.59411 7.57341 5.81537 4.35768 1.4577 3.69231 2.25669 1.85162 1.75804 1.09603 1.17125 0.673134 0.226009 0.129955 1.42511 0.426507 4.20084
internal_count=2900 1985 1974 1971 1955 1948 915 891 108 88 49 783 412 405 371 294 175 119 142 112 97 77 60 98 78 47 45 45 52 385
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 2 2 2 1 1 1 2 1 2 1 0 2 0 0 0 2 1 0 1 0 1 1 1 0
split_gain=0.00404966 0.0673823 0.022194 0.0391468 0.019526 0.123267 0.14201 0.126761 0.0604902 0.127536 0.0867633 0.0353044 0.0350929 0.0766985 0.0670533 0.15987 0.145415 0.0440811 0.0342873 0.0342185 0.024202 0.0766665 0.0225693 0.110877 0.0400543 0.0751931 0.0845366 0.220393 0.0755888 0.106426
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.532441862050007 0.36000419150000007 0.34632196640000007 39.852039223600009 38.592454371550012 41.261521012900012 0.34548366815000003 0.34536391125000004 0.36501901140000009 41.061442884200012 0.34524415440000006 40.21994457600001 0.3447052483500001 0.47814436690000012 38.938637541200009 0.50041914915000019 0.5025747732000001 0.47612346935000005 37.962710038050005 0.36998892250000009 0.51243974730000008 0.37668033890000002 0.51484985480000012 0.38042274180000007 0.38573695400000008 0.38906020780000011 0.52161611930000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 7 -7 9 10 12 -6 13 14 15 16 17 20 -13 -20 21 -1 -21 -24 -25 -26 -27 -28 -29 -30
right_child=1 2 3 -5 11 6 -8 -9 -10 -11 -12 18 -14 -15 -16 -17 -18 -19 19 22 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.008859713877348149 -0.056568526774729892 0.017636394311688824 -0.026462160286630829 -0.00010115082339576709 -0.030866401510272524 0.053466314598113365 0.077433731768902697 -0.082111298259348001 0.036066115951399719 -0.04146044174843664 0.052638490409841143 -0.03252867869796057 0.024663294267683999 -0.041249014705856922 -0.017333899012661292 0.05256228427043097 -0.093701729368023262 0.036236844348705291 0.032688711272009841 0.015784487278532881 0.027123242994270876 -0.071075559228956392 -0.05471562106293424 -0.04749560205189466 0.052964178442203719 0.061396181641569007 -0.1089356727502287 0.042024817264537995 -0.081578345860770618 0.00020554478008165899
leaf_weight=0.35136544981227691 0.21655740232815723 0.65347883483616342 0.58838555156287853 13.235450095108648 0.39996483904274072 0.14042620329237809 0.4652309463272104 0.13550827831915058 0.43388411821797479 0.73080059319909185 0.3345484510064124 0.32157389117816038 0.48894150609157794 0.47559927299538696 1.1181881750980549 0.67311280873280743 0.17128552682697762 0.32554459555558424 0.32244480727240343 0.76730715250596393 0.14919810555875301 0.18220567660796405 0.38167973716736003 0.16861887038248813 0.27601989597314958 0.21454513957723964 0.18848737596999843 0.41559141542529676 0.16385174664037538 5.5039151717284067
leaf_count=90 11 22 33 1474 36 35 29 12 9 30 11 28 22 20 43 30 10 16 12 15 3 12 37 9 10 9 6 23 14 789
internal_value=-1.44099e-05 -0.0012001 -0.000371873 -0.00122316 0.00112432 0.0054665 0.0437229 -0.0131143 0.000249204 -0.00285838 0.00374829 -0.00181482 -0.000407828 -0.00396457 0.00200414 0.0136754 -0.00851448 0.00595655 -0.000482907 0.000743529 -0.0084811 -0.0184369 -0.00053129 -0.00224327 0.000646291 0.0018467 -0.000328541 -0.00244 0.000859673 -0.00215878
internal_weight=29.9937 14.6939 14.4773 13.8238 15.2998 6.17584 0.741165 0.275934 5.43467 5.00079 4.26999 9.124 3.93544 3.4465 2.9709 1.85271 1.1796 1.00831 8.72404 8.40246 0.682769 0.533571 8.08002 7.31271 6.93103 6.76241 6.48639 6.27185 6.08336 5.66777
internal_count=2900 1540 1529 1507 1360 372 76 47 296 287 257 988 246 224 204 161 131 121 952 924 105 102 912 897 860 851 841 832 826 803
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 0 0 0 0 1 0 1 2 0 1 1 0 0 0 0 1 1 2 1 1 0 2 1 1
split_gain=0.00405503 0.0328722 0.0461344 0.0901761 0.0461536 0.0422542 0.0819081 0.0263663 0.0585097 0.0237271 0.0178411 0.0673384 0.0967011 0.0839664 0.149236 0.164045 0.0747582 0.0757687 0.0489697 0.0422445 0.0220984 0.132891 0.0553298 0.0163123 0.0145985 0.0358521 0.020671 0.0888437 0.0472152 0.0206259
threshold=0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.34524415440000006 0.34500464060000008 0.47648274005000008 0.46594413340000007 0.47706655490000011 0.47778509625000004 0.34569324270000007 0.48607826115000008 0.34554354660000003 40.21994457600001 0.48368312325000012 0.34479506600000004 0.34521421515000011 0.47997065955000012 0.48015029490000011 0.48077901860000011 0.48271009850000007 0.34581299960000006 0.3459626957000001 41.24714903835001 0.34744468730000005 0.34829795515000012 0.49588335680000006 40.823855932350007 0.35675578575000005 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -6 -9 -2 11 12 13 -11 15 -15 17 -17 -12 -20 -21 -22 -23 -18 -24 -26 27 -27 -28 -30
right_child=9 2 4 -5 7 -7 -8 8 -10 10 18 -13 -14 14 -16 16 23 -19 19 20 21 22 24 -25 25 26 28 -29 29 -31
leaf_value=0.0017759970419550311 0.012661156377782607 -0.11107502142903297 0.056568837150563912 -0.0030623186939878547 0.010717439992713837 0.037837712171265109 -0.058139277616485185 -0.10193441762184415 0.014454056362841855 0.020190691063873532 0.033819306858635899 0.022584904959505242 -0.050550048205746503 0.046091094595918682 -0.066459090496019849 -0.069923941260662939 0.013452929071930915 -0.011411169288008354 -0.044520390634829869 0.013671410573534302 -0.077408256435573156 0.029222418581422702 -0.011615530140969653 -0.011884325076728987 0.032030336270301211 0.021857099376121434 0.029796385450190817 -0.053523812265891535 -0.033142607641641994 -9.6621454079454385e-05
leaf_weight=3.7211923888409975 1.5093754707486393 0.13952185482520552 0.10582847854357169 0.17329834130512556 0.15378617006177753 0.28699076435677273 0.24307033746922169 0.090173027935661398 0.082902268079124042 1.0035987719893484 0.44871934865114127 0.73294323729533051 0.52224061692959356 0.52127518140571361 0.4476578034373232 0.41027962067437318 0.53001029230654217 0.48046557791531086 0.20719721640489552 1.2574800961369899 0.21928764320910232 0.66441691620275811 1.0531020624330256 0.48809357624901395 0.35359431337565084 0.29606469341164343 0.53257205972840793 0.33132553501143169 0.19174523295077861 12.618034358253079
leaf_count=376 41 14 10 52 33 12 24 48 11 38 36 21 30 21 12 27 12 21 10 31 7 11 34 35 11 20 33 27 13 1829
internal_value=-1.27518e-05 -0.00261185 -0.0219806 -0.0512374 -0.000828938 0.000784702 -0.00189773 -0.0194127 -0.0461849 0.00051051 -0.000276269 -0.00548008 -0.0101512 -0.00471558 -0.0134014 -0.00362754 -0.0172049 -0.0383623 0.00119453 0.00036861 0.000899554 -8.81589e-05 0.000968851 0.00130589 -0.000251988 0.0005835 -0.000212465 -0.0179517 0.000621675 -0.000591276
internal_weight=29.8162 4.99676 0.74551 0.31282 0.43269 4.25125 3.96426 0.326861 0.173075 24.8195 23.3101 5.13656 4.40362 3.88138 2.87778 2.43012 1.90885 0.890745 18.1735 17.7248 17.5176 16.2601 16.0409 1.0181 15.3764 14.3233 13.9697 0.62739 13.3424 12.8098
internal_count=2900 580 168 66 102 412 400 92 59 2320 2279 217 196 166 128 116 95 48 2062 2026 2016 1985 1978 47 1967 1933 1922 47 1875 1842
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 0 0 2 2 0 1 1 1 2 1 2 2 0 2 2 2 0 2 2 0 2 2 0 0 2
split_gain=0.0041297 0.0286019 0.108696 0.0728748 0.0688235 0.0591653 0.0560201 0.036505 0.0985116 0.0897094 0.0157646 0.0690059 0.0439944 0.092729 0.023474 0.0410765 0.0351079 0.114969 0.129743 0.0307149 0.015828 0.0141511 0.0569389 0.0995637 0.129696 0.0915074 0.0937057 0.0583686 0.0490027 0.0437994
threshold=0.34515433670000012 40.21994457600001 0.3447052483500001 0.34427112960000006 0.48368312325000012 0.48181192180000004 0.47851860725000006 38.938637541200009 37.962710038050005 0.46928235680000008 0.34458549145000011 0.34427112960000006 0.34500464060000008 41.468518788800004 0.32272985840000007 41.902916368500009 48.680511450650009 0.39614083410000006 48.461603274950008 48.315732392000008 42.737166331000005 0.48101853240000009 42.178283198950005 43.279086095950007 0.47760546090000006 40.421032462050007 39.56957118270001 0.47760546090000006 0.47961138885000004 42.448133449100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 -1 11 14 13 -12 15 -3 17 18 19 -17 -15 22 25 24 29 26 -2 -27 -25 -24
right_child=21 4 -4 -5 -6 -7 -8 -9 -10 -11 12 -13 -14 20 -16 16 -18 -19 -20 -21 -22 -23 23 28 -26 27 -28 -29 -30 -31
leaf_value=-0.011184257896260425 0.017428967147196921 0.04149194521414809 0.04579986802993271 -0.054937922020549118 -0.035185775945591184 0.042369432916975064 -0.030811381511154159 0.032059304955761543 -0.055825023594038341 0.10122743759934644 -0.06026341634104232 0.044218683083325175 0.0162449100105161 -0.013137315290518998 -0.03012264816335021 -0.012260556627608006 0.0032668571020611765 -0.10356365440290836 -0.1109140449732339 0.10347782794447957 0.019214321975221643 -0.00044964712972700682 0.038586917672501019 -0.0072040125939760325 -0.10397709683788044 -0.0014399152914729267 -0.067163309097229437 0.038394559637100409 0.043489228839101612 -0.039343118066645671
leaf_weight=0.20528906327890706 0.29100100744968171 0.23207616921070107 0.5523339534472439 0.25829627060421467 0.6846069420025741 0.29102185647934664 0.67315022894550924 0.32571641351341896 0.2568391063166473 0.10852186696138233 0.3642113730272738 0.38227423653006543 0.49515708825902038 0.29249562611130386 0.25782869998198688 0.030346470095733546 1.4565609991946074 0.13421191567346114 0.053645290434360504 0.093816190958023071 0.31311887490664958 18.585127282519821 0.14066324840473499 0.52236885699885249 0.21488923285352257 0.52000351121091615 0.23808928004123686 1.2570782549737485 0.30031345225870609 0.14800493297490047
leaf_count=77 52 25 26 15 15 10 30 17 15 7 9 10 21 20 50 87 32 38 1 1 22 2056 7 58 46 35 26 39 7 46
internal_value=-1.75047e-05 -0.00205299 0.00931469 -0.00813803 -0.00542505 -0.00140636 -0.00407219 0.00534779 -0.00989865 0.0276899 0.000311785 0.00492706 -0.00800766 -0.0203901 -0.00172349 0.00193637 -0.00325418 -0.0336955 0.019042 0.0751903 0.00358935 0.000666092 0.00637474 -0.0101351 -0.0451563 0.0158692 -0.0206373 0.0267383 0.0113011 -0.0013691
internal_weight=29.6791 7.46152 1.707 1.15466 5.75452 5.06992 4.77889 0.896366 0.57065 0.313811 4.10574 2.64076 1.46498 0.969826 2.25849 2.00066 1.76858 0.31202 0.177808 0.124163 0.605615 22.2175 3.63241 1.32624 0.503557 2.30617 0.52909 1.77708 0.822682 0.288668
internal_count=2900 528 157 131 371 356 346 116 99 84 316 244 72 51 234 184 159 127 89 88 42 2372 316 164 99 152 78 74 65 53
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 0 1 1 0 0 1 2 1 0 0 1 0 2 0 0 2 0 0 0 1 1 2 2 0
split_gain=0.00477582 0.0297164 0.0958142 0.0485247 0.0208028 0.0142308 0.0395064 0.0404266 0.0201215 0.0272956 0.024017 0.0595177 0.123367 0.0352229 0.0446439 0.145678 0.0526415 0.0730218 0.0352737 0.0204789 0.0167919 0.104908 0.102998 0.0263745 0.0483183 0.0468514 0.0628142 0.0253877 0.133827 0.084685
threshold=0.48543456785000005 0.34692075085000007 41.468518788800004 0.4901499955000001 0.48368312325000012 0.34829795515000012 0.49588335680000006 0.35877668335000007 0.36501901140000009 0.50041914915000019 0.50579323975000012 0.37668033890000002 39.685256516350002 0.38042274180000007 0.51484985480000012 0.51929582950000019 0.38906020780000011 0.52215502530000013 40.982542372850013 0.50749977545000013 0.52428071015000011 39.091773401050006 0.52646627350000019 0.52803808270000008 0.53136133645000017 0.39458399450000009 0.39772761295000009 40.166811829450005 40.036761086100007 0.53592706805000012
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 -8 -9 -10 -11 12 -12 -13 -15 -16 18 -18 -17 -14 21 -19 -22 -24 25 -25 -27 28 29 -26
right_child=1 3 -4 5 -6 6 7 8 9 10 11 13 19 14 15 16 17 20 -20 -21 22 -23 23 24 27 26 -28 -29 -30 -31
leaf_value=-0.00058789147903944375 0.040279989853882099 -0.040480868179975496 -0.0051629025361259705 0.016475805166138734 -0.020034694553168725 -0.03497427197378121 0.025069489418559722 -0.022122906158235423 -0.028857685478234991 0.013562778661189845 0.018080550730186527 0.031368012065263337 -0.048729318238251905 0.041692151876659429 -0.081777548611881704 0.050856042571797148 -0.045440026048846484 -0.015951550406416191 0.0030685957265716803 -0.104213334921471 -0.10378492851604942 0.033807516171674788 0.034240750820351502 -0.10283203692740804 -0.10262242319885098 0.029068942560809954 -0.077271790638641147 0.0048978273271876368 -0.10640163740004734 0.0033509466967376967
leaf_weight=12.528573908509944 0.76525789155857715 0.29646954305002182 1.1785189968077245 0.52986096043605257 0.57534016014722134 0.31955970404616607 0.64290106138287306 0.42127910546696412 0.31701730696042041 1.3258026346752547 0.24104858466125811 0.36740101012151072 0.11710745765594766 0.24823032009040069 0.21954973924429744 0.33396148018073191 0.36048728757136217 0.83125949271334298 0.28738072809187543 0.154005563804958 0.097461137623989447 0.8642086571524068 0.21480377070376722 0.085446369002965983 0.079151000412138406 0.13111062425923592 0.096378895204897397 4.1732436934460102 0.13158000669815084 1.59427170101532
leaf_count=891 21 21 28 17 24 23 37 30 26 66 15 29 3 27 20 20 20 21 25 50 53 35 43 14 20 23 39 750 15 494
internal_value=-1.7916e-05 0.00111802 0.0127278 -0.000440359 -0.00144172 0.000396525 -0.000227422 0.000605245 -0.00063395 0.000103799 0.000871858 -0.000711273 -0.0339692 0.000972549 -0.00017299 -0.00126687 0.000637727 -0.00137968 0.0287536 -0.080247 0.000534205 0.00941148 -0.00174508 -0.000216501 -0.001393 -0.0396974 -0.0159837 0.000612078 -0.00929676 -0.00166147
internal_weight=29.5287 16.4248 1.94378 14.481 13.1039 14.1845 13.6546 13.3351 12.6922 12.2709 11.9539 10.6281 0.512162 10.1159 9.74852 9.50029 9.28074 8.6594 0.621342 0.271113 8.29892 1.69547 6.60345 6.50599 6.29118 0.312936 0.22749 5.97825 1.805 1.67342
internal_count=2900 1985 49 1936 915 1915 1898 1875 1838 1808 1782 1716 68 1648 1619 1592 1572 1527 45 53 1507 56 1451 1398 1355 76 62 1279 529 514
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 0 2 2 1 0 1 0 0 0 2 2 0 2 2 1 2 2 0 2 2 2 1
split_gain=0.00438719 0.0349186 0.0244537 0.0222709 0.0400217 0.0200024 0.0148124 0.0241937 0.0189789 0.0121938 0.00854212 0.0150136 0.0128318 0.00766666 0.00940285 0.0135993 0.0088562 0.00682723 0.0122817 0.0358645 0.0288412 0.0224346 0.0182536 0.0105407 0.0126127 0.0325074 0.0229374 0.012019 0.0632373 0.0279206
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 0.31810424840000007 36.072790850000011 35.818873074050011 0.50041914915000019 35.131296350900008 32.785955158400007 0.38185982460000006 0.53136133645000017 0.38185982460000006 0.51700547890000015 0.54475913895000005 0.56793209785000009 37.020641110850008 37.858673296900008 0.50579323975000012 38.052786106700005 37.511241581900002 0.39724858540000008 38.238138001450004 38.703421923500009 0.54017843775000018 38.994321257850011 39.268993001500007 39.344049039350004 0.39051226010000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -6 10 11 -10 -13 -12 -15 -16 -17 -2 19 -19 -20 -21 -23 -22 25 -25 -26 29 -29 -28
right_child=17 -3 -4 4 6 -7 -8 -9 9 -11 13 12 -14 14 15 16 -18 18 20 21 23 22 -24 24 26 -27 27 28 -30 -31
leaf_value=0.025471121704486607 -0.0085942542488160797 0.059172702601141693 -0.053694161531311971 0.1005965469310478 0.10035994374996321 -0.034377066222497518 0.073153982388530145 -0.073539055468274633 -0.10149974914838689 -0.048150902111847832 0.078612041979983116 0.072707810923666155 -0.10054202279889271 -0.031481331388145864 0.065115548531510567 -0.10030174986313663 0.050324956360435519 0.043893755936857674 -0.033439811939878092 -0.019682327770443497 0.020191976058639857 0.066087044982262061 -0.0052224173740895241 -0.031101041578253663 0.0182288622434582 0.021107981171784779 -0.026830405983965168 0.064114011675645011 -0.00021357658567794396 0.0023459110661692381
leaf_weight=0.080345341898017814 0.94305665534325811 0.11156533426305337 0.078465912253544712 0.055137653282145038 0.022105032112449408 0.18313029348523321 0.030601050319154055 0.038454253214121881 0.015569122591841733 0.038079477063773542 0.024173408164642751 0.016155805179096205 0.0058133252867955806 0.02924606304441113 0.045964779016202328 0.0099238564186059364 0.006434197504949681 0.24549553701217774 0.25972829548949761 0.29415045738938339 0.25718786894599333 0.068082809488657858 0.075931340126759395 0.38690345935517712 0.68474454243479499 0.17239913539585672 0.55087169097532995 0.15381133681512693 23.697083475409947 0.81067012570301955
leaf_count=19 60 12 24 6 3 88 11 18 3 29 5 6 103 6 11 12 52 31 24 45 36 7 37 41 48 31 19 12 2060 41
internal_value=-2.39981e-05 0.00732172 -0.00119031 0.00566301 0.0226656 -0.0161267 0.00745633 -0.000524076 0.0126291 0.0024948 0.0150767 -0.0263756 0.0268636 0.0285208 0.0152971 0.0372487 -0.041055 -0.000227203 5.8099e-05 0.0132946 -0.00027739 -0.00384951 0.0284892 4.50373e-05 -0.000150814 -0.0150082 0.00017006 -0.000320399 0.000201264 -0.00945865
internal_weight=29.3913 0.791165 0.6796 0.601134 0.337658 0.263476 0.28252 0.251919 0.213465 0.19136 0.153281 0.0375383 0.0219691 0.115742 0.0915689 0.0623228 0.0163581 28.6001 27.6571 0.68366 26.9734 0.438165 0.144014 26.7137 26.4565 0.559303 25.8972 25.2124 23.8509 1.36154
internal_count=2900 408 396 372 265 107 259 248 230 227 198 112 109 86 81 75 64 2492 2432 120 2312 89 44 2288 2252 72 2180 2132 2072 60
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 2 0 2 2 2 0 1 1 1 2 2 0
split_gain=0.00418006 0.0290911 0.0295509 0.0621069 0.11851 0.0244985 0.0824771 0.0754359 0.0438477 0.0146089 0.0234827 0.0745211 0.0562182 0.0165579 0.0132536 0.0316465 0.0947027 0.0531613 0.0206439 0.0194114 0.0822743 0.0676892 0.0574324 0.0403381 0.0256043 0.177327 0.0187216 0.0873125 0.168663 0.115458
threshold=0.34515433670000012 0.34503457980000002 0.34500464060000008 0.48368312325000012 0.48181192180000004 0.47760546090000006 0.47943175355000006 0.47739588635000008 0.47648274005000008 0.34518427590000006 0.47694679800000012 0.35675578575000005 0.35814795965000007 0.3621298763500001 0.47715637260000004 0.47760546090000006 0.47778509625000004 0.47886290830000006 41.134354310300004 0.48119816770000007 42.178283198950005 43.45354240915001 41.061442884200012 0.48181192180000004 0.3453339720000001 0.34542378970000004 0.36000419150000007 41.322103772800006 41.872669623500009 0.49128768600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 -2 11 -11 -13 -14 -12 -16 -17 18 -18 20 22 -22 -19 -21 -25 -26 27 -27 -29 -30
right_child=9 -3 -4 -5 -6 6 -8 -9 -10 10 14 12 13 -15 15 16 17 19 -20 23 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.0013672614147713694 0.019703959512560432 -0.021925938644734341 0.029134774397369306 -0.032074680749934616 0.069231015970089266 -0.039605412966245104 0.012768114322424954 0.048614115785268273 -0.037857983469916104 -0.10163413485680269 0.024850649424084548 0.064223730028078838 -0.0664304042973234 0.0033146606544024442 -0.025470190967436929 0.055657013577489416 -0.015117156183999751 0.0018043301541239738 -0.070313820119767098 -0.025269962195146725 -0.050041342072568142 0.012925882701937461 0.045385933971546624 0.026326884697798082 -0.10699383154810221 0.029130306344418207 -0.00087912265860214719 -0.046319176199168532 0.0293142931484702 -0.014446762538058801
leaf_weight=3.660603915950722 0.39600837474791006 0.67139853599892774 0.32897316047467473 0.60513127053945925 0.2479642080143093 0.61630069794779252 0.58714076824878703 0.32235968858003605 0.30903998730411952 0.093624222435417015 0.22537924387859476 0.093024570551407448 0.078691482782102362 0.05998782432188321 0.4599804899826293 0.31277439557016151 0.13061759516131388 0.54629529432713997 0.14080044650637547 0.62013331319303944 0.32913804207237252 0.35470688156783581 0.67723028943873942 0.38086940930224855 0.15319436910795303 1.2435878662799975 12.574336121527994 0.67835288797505233 1.3685373346379495 1.0776594406634101
leaf_count=376 17 39 7 13 11 32 18 5 27 72 17 10 31 23 21 9 14 28 26 20 35 10 15 9 5 52 1860 21 34 43
internal_value=-1.91097e-05 -0.00208393 -8.88923e-05 -0.00160322 0.00160728 -0.00144403 -0.0140532 0.00209147 -0.00168646 0.000670785 0.000321819 -0.0263417 0.00408158 -0.0362611 0.000729573 0.00047129 0.00105087 0.000208504 -0.0437509 0.000804952 0.0104001 -0.0173806 0.0259271 -0.000206365 0.000682986 0.000111673 0.00108012 0.00672011 -0.00219927 0.0100356
internal_weight=29.3438 7.34891 6.67751 6.34854 5.74341 5.49545 1.20344 4.292 3.96964 21.9949 21.5989 0.325328 0.231704 0.138679 21.2736 21.0482 20.5882 20.2755 0.271418 20.004 1.90737 0.683845 1.22353 18.0967 17.4765 17.0957 16.9425 4.36814 3.12455 2.4462
internal_count=2900 528 489 482 469 458 50 408 403 2372 2355 136 64 54 2219 2202 2181 2172 40 2132 88 45 43 2044 2024 2015 2010 150 98 77
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 0 2 0 1 1 1 1 0 0 1 0 1 1 1 0 0 1 1 0 0 0 1 0 2
split_gain=0.00487272 0.0266004 0.137815 0.0441782 0.0843632 0.165798 0.020378 0.111173 0.0498172 0.0286882 0.0657195 0.0570051 0.0245315 0.0783315 0.0637005 0.0218802 0.0156704 0.0249835 0.0339226 0.0391607 0.0204434 0.0271607 0.0347531 0.0460796 0.0460705 0.0629198 0.0367161 0.0424753 0.0152752 0.0302964
threshold=0.48543456785000005 0.34500464060000008 0.34521421515000011 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.48218616210000004 42.049402686800001 0.48181192180000004 0.34581299960000006 0.34608245260000009 0.34575312120000007 0.3465914194000001 0.47943175355000006 0.4622167001000001 0.34560342505000002 0.48101853240000009 0.34560342505000002 0.34545372890000009 0.3453339720000001 0.47905751325000007 0.47868327295000007 0.34512439750000007 0.34500464060000008 0.47760546090000006 0.47739588635000008 0.47577916830000005 0.3447052483500001 0.45462710695000008 45.027406014450008
decision_type=2 2 2 2 2 2 2 2 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 15 9 11 -11 16 -12 14 28 -8 17 18 19 20 21 22 23 24 25 26 27 -1 29 -14
right_child=1 2 3 4 5 -7 7 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00093076833110638548 -0.020540041061487858 0.10241093737269087 0.02885987100105333 -0.054021509463644916 0.10260524738166515 -6.8670810284187937e-05 -0.015648529313962819 0.023325869209122725 0.029349310980798033 -0.039004909916611256 0.02838587749085833 0.039378568499715355 -0.10095945807042793 -0.081749369225881788 0.030709877828514864 -0.043066339536744054 -0.017810760987886341 0.024724106278524505 -0.031326046274421072 0.025107286910645028 -0.014994286902169612 0.032939649739243508 -0.023171542704038487 0.032882659730281219 -0.0336489293928579 0.044980296503587966 -0.02622642603140643 0.041295872367561909 -0.10342284194398195 0.081237709677912273
leaf_weight=3.1858002977346587 0.5469875901462754 0.13522423035465081 0.54983442457159881 0.28362269036006083 0.15899206028552626 14.562642138382783 0.57589846162591019 0.60538917619851407 0.55401766770592153 0.62275756657368142 0.2759365744044544 0.36489380913712999 0.019978433728789491 0.11435302387781121 0.34150206051917031 0.58848842142035807 0.51909651675862356 0.39252416562594294 0.3551744961360227 0.58681044403667559 1.0038764704950152 0.24635705944061914 0.62790109679472106 0.43516257017462567 0.39872679723157478 0.31401744112372387 0.5223176755076987 0.25746301912673963 0.047876405064638305 0.016802167170681059
leaf_count=351 11 3 16 7 6 1942 19 20 12 29 20 8 42 16 35 21 23 28 39 36 35 14 46 23 22 5 36 16 17 2
internal_value=-1.67733e-05 0.0011377 0.00189341 0.00101959 -5.55446e-07 0.0010402 -0.00146172 -0.0114335 0.000113512 -0.00140744 -0.0145374 0.000644284 0.0041256 -0.0082595 0.0114603 -0.0295057 -0.000953628 9.73373e-05 -0.0011211 0.0002945 -0.00178805 0.000426044 -0.000969082 0.00175723 -0.00113796 0.00189106 -0.00152099 0.00222664 -0.0661913 -0.0177279
internal_weight=29.2104 16.2373 15.6903 15.5551 15.0053 14.7216 12.9731 1.76978 11.2033 10.6493 1.43921 9.21012 0.816449 0.540512 0.426159 1.16439 8.84523 8.32613 7.93361 7.57843 6.99162 5.98775 5.74139 5.11349 4.67833 4.2796 3.96558 3.44326 0.084657 0.0367806
internal_count=2900 1985 1974 1971 1955 1948 915 60 855 843 161 682 132 112 96 40 674 651 623 584 548 513 499 453 430 408 403 367 61 44
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 2 1 1 0 1 2 0 1 2 0 0 1 0 1 2 2 0 1 2 0 2 1 0
split_gain=0.00513471 0.0507412 0.0161774 0.102237 0.124346 0.112646 0.0605468 0.0523826 0.0953039 0.0658293 0.0319892 0.031882 0.0228963 0.051541 0.0382097 0.0356815 0.0531136 0.0430625 0.0236215 0.0171417 0.0551103 0.0168481 0.034 0.0175898 0.035049 0.0324425 0.106556 0.0650583 0.0618648 0.0485947
threshold=41.322103772800006 41.348489042950007 0.36000419150000007 0.34632196640000007 39.852039223600009 38.592454371550012 0.49678153350000009 41.261521012900012 0.34548366815000003 0.34536391125000004 0.48543456785000005 0.34524415440000006 40.496232821400007 0.47943175355000006 0.34491482290000003 39.788107623550012 0.47694679800000012 0.47470135625000004 0.34491482290000003 0.49850303880000008 0.36501901140000009 41.21013581150001 41.134354310300004 0.5096104907000002 0.37668033890000002 40.712530798250008 0.55671985870000007 40.580626202750004 0.4323972336000001 0.56915960600000015
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 9 10 11 12 13 14 15 16 17 -1 -14 -8 -21 22 23 -22 -25 27 -27 -26 -28 -30
right_child=1 -3 6 4 -6 -7 19 -9 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 26 28 -29 29 -31
leaf_value=-0.0046975077168590383 -0.050950605138144145 -0.00064565602333308209 -0.068634716625888575 0.050677089954978299 0.075381815921702469 -0.079866565798474565 0.029869974538643845 0.034925535503072473 -0.036452851192788627 0.046886674769752584 0.025634926506371416 -0.026458976181718382 0.0021568804875690033 0.044364160929238089 -0.039048994162086355 0.037153320876933092 -0.055531293689122324 0.048629052532401677 -0.029521932243421246 -0.054094228463496055 0.0099772245097975738 -0.021305285949224654 0.039276222050075284 -0.043240978851384934 -0.00098324272442455556 -0.055839907073838263 0.077305303320936741 0.046477229641222174 -0.070879821855981781 0.035280392907655472
leaf_weight=0.68785752567996394 0.20340136374433448 14.112075376245391 0.13190397461194869 0.13754284836319453 0.42149744715425186 0.12725720691219067 0.18345510540529986 0.40877939388155926 0.70017593148804724 0.32187606318620954 0.42383954534307111 0.51311972562245944 0.52826316891724889 0.30948516639182333 0.21891922518143303 0.28856608494425007 0.16030543856322765 0.19417789718136191 0.4245454442789196 0.19130609638523388 1.44462834345813 0.34963143130161078 0.22692929053300748 0.20191490021716241 5.1935369688223689 0.3892042974912332 0.12477683555334806 0.30583595976975164 0.082037969412340317 0.090889933198122552
leaf_count=113 11 1529 32 35 29 12 10 9 30 11 9 22 30 15 13 15 8 6 15 14 52 19 11 24 735 21 3 24 7 36
internal_value=-1.05316e-05 -0.00136041 0.00129672 0.00537514 0.0416436 -0.0120594 -0.00138662 0.000569849 -0.00237367 0.00348772 -0.000238289 -0.00353612 0.000646546 0.00710595 -0.000334156 0.006034 -0.00258121 0.0070422 -0.0119583 -0.000376812 -0.00102198 0.000185363 0.00111763 1.21105e-05 -0.0022414 -0.000903212 -0.0213936 0.00165617 0.0236399 -0.0150826
internal_weight=29.0977 14.3155 14.7823 5.86621 0.686298 0.2648 8.91605 5.17991 4.77113 4.07096 3.74908 3.32524 2.81212 1.85931 1.54983 1.33091 1.04234 0.882035 0.952809 8.78415 8.60069 8.40939 8.05975 7.83283 6.3882 6.18628 0.686909 5.49937 0.297705 0.172928
internal_count=2900 1540 1360 372 76 47 988 296 287 257 246 237 215 170 155 142 127 119 45 956 946 932 913 902 850 826 67 759 46 43
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 0 0 0 0 2 2 1 0 1 1 0 2 0 1 2 2 0 2 2 0 2 0 2 2
split_gain=0.00445289 0.0248772 0.0996607 0.0670855 0.0480686 0.0215078 0.0385858 0.0514639 0.0223988 0.0329808 0.0201833 0.0187799 0.0154614 0.0206539 0.064997 0.041498 0.0140008 0.0398212 0.0357679 0.013408 0.0122495 0.0719317 0.0767449 0.0871921 0.0339265 0.0142645 0.0143871 0.0122293 0.0646317 0.0993466
threshold=0.34515433670000012 0.48607826115000008 0.48368312325000012 0.48181192180000004 0.47851860725000006 0.47778509625000004 0.47760546090000006 0.47739588635000008 0.47512050540000011 0.47440196400000006 40.922041107600009 42.541806567400009 0.34518427590000006 0.47694679800000012 0.35675578575000005 0.35814795965000007 0.4588185982500001 39.091773401050006 0.43780126340000008 0.3621298763500001 48.680511450650009 48.461603274950008 0.39614083410000006 41.678468725050003 48.315732392000008 0.42646926740000007 35.818873074050011 0.48119816770000007 40.982542372850013 42.131954243650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -10 -2 14 -14 -16 18 -18 20 -17 21 22 24 25 -1 26 -24 28 -15 -30
right_child=12 -3 -4 -5 10 -7 -8 -9 11 -11 -12 -13 13 27 15 19 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.016957590844212275 0.020388172930777326 0.021559318895697708 -0.054955003211010704 0.044296357535900388 -0.037041042424045385 0.030890306328610964 -0.041359435279362262 0.041146052917805015 -0.024135823278670285 0.029330293318385027 -0.0092922227343824292 0.0022235058427280351 -0.10142509645653158 -0.020822083934109097 0.057149509055998575 -0.062171437484023574 0.0091954713471948165 -0.045572221535714573 0.03836264225792585 0.0026671074974535976 0.0030431748815006217 -0.10736319969485275 0.023602807061093616 -0.10341122454395027 0.10313911685645197 0.037287354146173776 -0.030455343667134455 -0.00028685054241026157 0.033360737765954974 -0.0071120193000392381
leaf_weight=0.032487535247085031 0.39207997526864602 0.41710232788227575 0.35805322037776921 0.31443351646885265 0.50158706096408401 0.22907440861581552 0.22028689552098502 0.30551463365554798 0.66885956976329886 0.41228351151221421 0.54904508503986449 0.45357968913619118 0.082251766431700735 0.67689770918878212 0.085509836121682836 0.070239625880136991 0.29453803897592923 0.24170541159179493 0.24750943683193316 0.058419066243970974 1.4556654814068677 0.072448531165719032 0.079852926354808118 0.098747743730996262 0.085236310958862305 0.093520787864690647 0.12838972865904452 17.912837144120381 1.2754257458727809 1.1563824157825022
leaf_count=123 17 11 6 14 22 19 7 5 29 16 23 27 72 44 10 31 19 27 34 23 32 3 28 43 1 8 31 2044 36 95
internal_value=-6.69912e-06 -0.00215063 -0.00359587 -0.000760098 -0.00305613 0.000942211 -0.000460542 0.00146854 -0.00130867 0.00290614 -0.0225399 -0.013484 0.000710241 0.000348324 -0.0258641 0.00315526 -0.000943279 -0.0154904 0.00245746 -0.0327307 -0.00188534 -0.014031 -0.000983328 -0.0218468 0.0699968 0.004844 -0.00972615 0.00071794 0.00650769 0.014115
internal_weight=28.97 7.25992 6.84282 6.48477 6.17033 5.1197 4.89063 4.67034 4.36482 3.24239 1.05063 1.12244 21.71 21.318 0.29642 0.214169 2.8301 0.536243 2.29386 0.128659 2.04635 0.590684 0.518235 0.400511 0.117724 0.301763 0.208243 21.0215 3.10871 2.43181
internal_count=2900 528 517 511 497 452 433 426 421 365 45 56 2372 2355 136 64 349 46 303 54 269 237 234 110 124 67 59 2219 175 131
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 1 0 1 0 0 2 1 2 1 1 1 1 2 2 2 2 2 0 0 2 2 1 1 1
split_gain=0.005446 0.0461915 0.0159928 0.0846411 0.283364 0.044866 0.160376 0.168499 0.129111 0.190401 0.0866856 0.0460582 0.0997839 0.0486839 0.0407323 0.0920612 0.0594155 0.0566043 0.162583 0.0547822 0.0533035 0.0929461 0.0477158 0.197035 0.0432685 0.0427195 0.0538729 0.0312279 0.0271567 0.0717935
threshold=41.322103772800006 41.348489042950007 0.48661716715000009 0.48218616210000004 42.131954243650007 0.34530403280000005 0.34587287805000005 0.48851830785000006 0.34692075085000007 0.4901499955000001 0.49128768600000011 41.621607100200002 0.39658992245000008 41.811877919650009 0.34587287805000005 0.34608245260000009 0.34569324270000007 0.34545372890000009 43.874475754150005 41.590548329450009 41.755948821900006 41.872669623500009 42.428475018400007 0.47470135625000004 0.47886290830000006 42.564639561200003 42.852084787850011 0.35759408400000009 0.34506451900000007 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 14 -5 -4 -7 -8 -9 -10 -11 12 -12 -13 16 -16 17 19 -19 -3 -21 -22 23 -23 27 -24 -27 -17 29 -28
right_child=1 2 5 4 -6 6 7 8 9 10 11 13 -14 -15 15 24 -18 18 -20 20 21 22 25 -25 -26 26 28 -29 -30 -31
leaf_value=0.0013475706149477162 -0.049073230911289255 0.029042148579356272 -0.043072523062153568 -0.0790104391505978 0.01365063034415916 0.080602013213685209 -0.12456576543675071 0.082600103773411274 -0.13055109857182876 0.079362333107983241 0.095914108419985877 -0.065146222267032344 -0.01120651641842297 9.9188920843052431e-05 -0.054625312332116732 -0.052160950612886517 0.028546423313795029 -0.10578944802616796 0.022655495564590084 -0.050122910419420713 0.057430686033030753 0.057617642179196009 0.038817962942312378 -0.10549407329424826 0.040684152384639904 -0.044698003558091517 -0.0016912452075109935 0.0073934066212863027 -0.028066901513055093 0.051598850435643599
leaf_weight=14.633707607963924 0.2003772374299374 0.69204418289154901 0.20171387049776957 0.58256831721519098 0.76131559517625647 0.26680933590978373 0.10450444829945116 0.19938573089893896 0.10838885605335224 0.14591227658092965 0.1552380846478626 0.11744337092576795 0.19770816148184878 4.360094377902846 0.40362562497520571 0.13700430077056125 0.85309662769282102 0.1820097134126043 0.21490180474756926 0.21308529785892494 0.27325381203536414 0.12293334919821353 0.26663528931894154 0.18627550039946073 0.23394075184478424 0.27986405838981498 1.9669961835633305 0.24639551284562344 0.2761032735873864 0.29009282829429128
leaf_count=1360 11 23 6 20 27 6 12 5 1 4 14 33 33 839 17 20 28 37 9 16 13 29 26 23 13 33 158 40 27 17
internal_value=-7.19192e-06 -0.00139944 -0.000719012 -0.00357463 -0.0265176 0.00327011 0.00492301 0.00117592 0.0036627 0.000567386 0.00342322 0.00112937 0.0359089 -0.00161216 0.000934215 -0.0174884 0.00416748 -2.20356e-05 -0.0362449 0.00312584 -0.00150232 0.00132671 -0.00319707 -0.0406451 0.00679221 0.000562814 -0.0030632 -0.0138878 0.00153657 0.00515788
internal_weight=28.8734 14.2397 14.0393 8.18214 1.34388 5.8572 5.65548 5.38868 5.28417 5.08479 4.9764 4.83048 0.352946 4.47754 6.83826 1.02097 5.81729 4.9642 0.396912 4.56728 3.87524 3.66215 3.3889 0.309209 0.617341 3.07969 2.81306 0.3834 2.53319 2.25709
internal_count=2900 1540 1529 576 47 953 947 941 929 924 923 919 47 872 529 90 439 411 46 365 342 326 313 52 73 261 235 60 202 175
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 2 1 2 2 2 2 0 2 1 0 2 2 2 1 0 0 1 0 0 1 0 2 1
split_gain=0.00447404 0.0379119 0.0149383 0.087313 0.106671 0.096889 0.0513676 0.042085 0.0823356 0.0398057 0.0704226 0.0391253 0.0834877 0.0811017 0.0637679 0.0386004 0.0273311 0.0596603 0.0460707 0.0195308 0.0273697 0.0284577 0.014033 0.045795 0.0170961 0.026423 0.0150579 0.0896663 0.0246262 0.0198792
threshold=41.322103772800006 41.348489042950007 0.36000419150000007 0.34632196640000007 39.852039223600009 38.592454371550012 0.49678153350000009 41.261521012900012 0.34554354660000003 41.134354310300004 40.79983011445001 40.12915366295001 39.749124837650008 0.47943175355000006 39.039757512550004 0.34479506600000004 0.47612346935000005 38.771633980050005 37.962710038050005 37.186372654950006 0.33960061075000009 0.42314601355000009 0.49850303880000008 0.36501901140000009 0.50041914915000019 0.5025747732000001 0.36998892250000009 0.51243974730000008 41.134354310300004 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=2 -2 3 7 5 -5 -4 8 9 10 11 12 13 14 16 -13 17 18 19 20 21 -1 -8 -24 -25 -26 -27 -28 29 -29
right_child=1 -3 6 4 -6 -7 22 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.064037412194075605 -0.044740354428365117 -0.00066445891571417998 -0.064582994967946505 0.04776163932395576 0.0720306920207225 -0.075720309372923525 0.02705544040323157 0.031879380847417406 -0.03632307587967034 0.031801718815060151 -0.039293576089076236 -0.0012125551098711757 -0.05722142225836635 0.052048094909146782 -0.038390936471359167 0.031418785611998672 0.04016575389508386 0.064258919071088869 -0.060976092766399995 0.028631996968507337 -0.088220491456325531 0.036775203262612514 -0.049971552018873433 -0.029973913908355278 0.029169889268519929 0.01307028937772169 -0.049837504967924377 -0.036114538551309909 0.022426864606454044 2.2069727223591494e-05
leaf_weight=0.041558891742014492 0.19794060661049151 13.852228328854974 0.12668840860748432 0.13384149089018738 0.39724651435972191 0.12097955983972497 0.18166994978673656 0.40102190198376764 0.60450973702245381 0.43518999092452748 0.40911227294384378 0.65532683851688467 0.26306722970730323 0.28345687797991548 0.42992267657245975 0.81131063039651963 0.21109190117567778 0.11221764255606104 0.15841776955500109 0.16749541181343375 0.043203118187885303 0.085829330084379762 0.18701750418404017 0.18530181475216423 0.31441032572183569 0.75142313342075873 0.36866323882350016 0.156123593340454 0.48877778698961538 6.1062767135047435
leaf_count=46 11 1529 32 35 29 12 10 9 24 21 23 19 17 15 19 26 8 6 11 16 22 14 14 8 12 15 37 9 28 823
internal_value=-1.08795e-05 -0.00128541 0.00121304 0.00517574 0.0396367 -0.010863 -0.00136347 0.000780655 -0.00186621 0.00320525 -0.000183874 0.00471982 -0.0051749 0.0037553 -0.00719814 0.0168384 0.00915982 -0.00159238 -0.0164758 0.00437579 -0.0194402 0.00388629 -0.000447048 -0.00103087 6.25185e-05 0.000742463 -0.000393044 -0.00181395 0.000808479 -0.000878827
internal_weight=28.6813 14.0502 14.6312 5.7648 0.652068 0.254821 8.86635 5.11273 4.71171 4.1072 3.67201 3.2629 1.79626 1.53319 1.24974 1.46664 0.819814 0.608722 0.496505 0.338087 0.170591 0.127388 8.73966 8.55799 8.37098 8.18567 7.87126 7.11984 6.75118 6.2624
internal_count=2900 1540 1360 372 76 47 988 296 287 263 242 219 174 157 142 45 123 115 109 98 82 60 956 946 932 924 912 897 860 832
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 1 0 1 1 2 2 0 2 2 2 0 2 1 1 0 2 2 0 0 0 0 0 0 2 2
split_gain=0.00424941 0.0214504 0.0202885 0.194837 0.0211627 0.0313724 0.0277052 0.021684 0.0232455 0.0116255 0.0953239 0.0601028 0.0591933 0.0460643 0.0288261 0.0344194 0.0577918 0.0298517 0.022629 0.0150029 0.0146086 0.0777505 0.0444412 0.0261528 0.0267708 0.0162561 0.0632077 0.0431887 0.0352465 0.0347955
threshold=0.48543456785000005 0.48368312325000012 0.48851830785000006 41.468518788800004 0.34530403280000005 0.34692075085000007 0.49128768600000011 0.34744468730000005 0.34829795515000012 40.12915366295001 39.749124837650008 0.47943175355000006 39.039757512550004 40.532725462000009 38.175120519550006 0.47440196400000006 37.858673296900008 0.33960061075000009 0.33263974130000007 0.42314601355000009 40.922041107600009 41.028010303750008 0.48271009850000007 0.48181192180000004 0.48140774230000011 0.47997065955000012 0.47943175355000006 0.48101853240000009 41.261521012900012 41.43512228960001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -4 -6 -7 -8 -9 10 11 12 14 -11 15 16 17 18 19 -1 -15 -22 23 24 25 26 28 -27 -23 -30
right_child=2 -3 4 -5 5 6 7 8 -10 13 -12 -13 -14 20 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.063491943409200446 0.046478125305986287 -0.020742008300229008 -0.033731348955448208 -0.024912090489836128 0.034216336195636125 -0.029297315381713956 0.03426020218513566 -0.038007765361240856 0.00036799917961539676 0.028348749689204041 -0.059485756152809634 0.039843113577672257 -0.037401338622875376 -0.013171317214481526 0.031592096610818035 -0.039575594864899491 0.08038696655101718 -0.080687405634033649 0.06434801779871073 0.011066949280666587 0.057588067322181163 -0.037731813253003982 -0.032357160360156748 0.020342613105012484 -0.032837165736019823 0.026564912480685949 -0.040312636423481693 -0.007155817942760598 0.028554525431515772 -0.00036772963909050075
leaf_weight=0.043813854670488428 0.79200723988470112 0.54754561876208008 0.18456717160643243 0.73899264069211767 0.26837012777104874 0.32192614414452414 0.18635334854479957 0.15973175165709008 13.34871172958581 0.57428158408015306 0.29922260739235174 0.33258067598217156 0.4427521680627251 0.86932746902902991 0.31698598074404671 0.19649251786177047 0.091892227355456768 0.051606925302056406 0.047877918055746704 0.07027823876705952 0.23159826876144407 0.23019428701422651 0.43271867604926306 0.61590396135579784 0.25663362504565146 0.73793848176865118 0.40875183019852546 0.78264925303903965 0.45809773361543182 4.522925273465626
leaf_count=51 19 24 5 30 12 12 5 7 1895 30 24 22 24 33 21 10 8 49 9 10 8 24 13 15 13 27 23 21 11 445
internal_value=-8.77701e-06 -0.00138536 0.00107197 0.012019 -8.63087e-05 0.000348394 -0.000300056 0.000381588 -8.57783e-05 -0.000503208 -0.0076949 0.00202547 -0.00794316 0.000842258 0.00798298 -0.00692605 0.0140757 -0.0144549 0.00664807 -0.0175653 -0.000812387 0.000425765 -0.00114172 0.000543958 -0.00110451 3.59655e-05 -0.00244591 0.00920879 0.000524235 0.00229221
internal_weight=28.5627 12.5621 16.0007 1.531 14.4697 14.2851 14.0167 13.6948 13.5084 12.0145 1.8935 1.59428 1.2617 10.121 0.818948 0.501962 0.305469 0.213577 0.16197 0.114092 9.54674 8.67741 8.44581 8.01309 7.39719 7.14056 5.61997 1.52059 5.21122 4.98102
internal_count=2900 915 1985 49 1936 1931 1919 1907 1902 891 228 204 182 663 158 137 127 119 70 61 633 600 592 579 564 551 503 48 480 456
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 0 1 0 1 2 1 2 0 2 0 2 2 2 1 1 2 2 1 2 2 1 1 1 1 2
split_gain=0.0040639 0.128137 0.020782 0.111766 0.0485425 0.117876 0.0555663 0.0900645 0.048162 0.231036 0.0446995 0.148584 0.130788 0.0871658 0.0328427 0.0246125 0.0405978 0.0472044 0.0219392 0.0195119 0.0551216 0.176806 0.0216088 0.190652 0.145401 0.0347349 0.0368329 0.0205306 0.0261801 0.0193981
threshold=0.34542378970000004 0.34545372890000009 41.872669623500009 42.233786329550007 0.48607826115000008 0.48271009850000007 0.34515433670000012 0.47868327295000007 0.34515433670000012 43.740100730350001 0.34479506600000004 40.922041107600009 0.47905751325000007 39.852039223600009 0.47851860725000006 42.718072821900002 43.022303514600004 43.633733172900008 0.34482500525000009 0.34569324270000007 41.028010303750008 42.487106141350004 0.3459626957000001 41.726652433350004 42.207998345450008 0.34632196640000007 0.3465914194000001 0.34744468730000005 0.34829795515000012 43.061965423550006
decision_type=2 2 2 2 2 2 2 2 2 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 18 5 6 10 -8 15 -10 11 13 -12 -1 -13 -5 -17 29 -4 20 -3 -22 23 -21 -25 -24 -27 -28 -29 -18
right_child=1 19 3 8 -6 -7 7 -9 9 -11 12 14 -14 -15 -16 16 17 -19 -20 22 21 -23 25 24 -26 26 27 28 -30 -31
leaf_value=0.0031657020606074291 0.079215752893062194 0.017380272810872208 -0.042835380805194744 0.024355802942248234 0.038871408683829128 -0.046796869611159177 -0.0075837044465471154 0.046805602375535875 -0.10868784408265134 0.040686800447496722 0.011096907741026349 0.024452694290853474 -0.055114983873984773 -0.053273844274347927 0.069104263774566452 -0.038838184683719676 0.075186268683359522 -0.0028894213061744535 -0.10359268761662677 -0.029192916683187565 -0.081741006190753251 0.016413028500025136 -0.020187997123982226 0.072929880509662995 0.0015760297991514417 0.035264559220409872 -0.017892070696570513 0.028187668670018342 8.5782985026055486e-05 0.019391618276951413
leaf_weight=1.0865773817562074 0.20622599353373772 0.39528868949855922 0.11637661742091143 0.40571020235187738 0.33809600176755328 0.4915197065565734 0.54400237424701925 0.69141690526157618 0.20968304213263067 0.20455749790789923 0.69743180253104042 0.33832561693952801 0.52132843452272937 0.36574848260596571 0.32103678770363331 0.26993855583532855 0.10667265549898286 2.0656215525194526 0.12146226566255791 0.72412073332816618 0.34082642512953498 0.39761455016734004 0.84158758344881768 0.55764642776921369 0.58535424987377382 0.30183667549863358 0.61622189086483459 0.33948817294208211 14.111383170291962 0.14984198101383606
leaf_count=130 9 16 27 36 10 11 31 17 39 9 33 33 18 24 8 23 6 127 14 19 30 31 37 9 34 14 22 12 2028 43
internal_value=-5.23846e-06 0.000810303 -0.00175596 -0.0075838 0.00218638 -0.000266084 0.004743 0.0228559 -0.00296369 -0.0349247 -0.00197593 0.00682531 -0.0172254 -0.0110478 0.0461931 0.00145275 -0.00213203 0.00213491 -0.0738636 -3.13462e-05 -0.0127572 -0.0288898 0.000766749 0.010954 0.0363881 -0.000406614 0.000676595 -1.62997e-05 0.000745969 0.0425941
internal_weight=28.4629 19.4176 9.04535 3.64986 5.39548 5.05739 4.56587 1.23542 3.41203 0.414241 3.33045 2.11169 1.21876 1.45233 0.659362 2.99778 2.59207 2.32214 0.237839 19.2114 1.13373 0.738441 18.0776 1.86712 1.143 16.2105 15.3689 15.0671 14.4509 0.256515
internal_count=2900 2261 639 324 315 305 294 48 283 48 246 195 51 154 41 235 199 176 41 2252 77 61 2175 62 43 2113 2076 2062 2040 49
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 0 2 1 2 2 0 0 1 1 1 0 1 0 2 1 1 1 2 0 0 1 1 0 0
split_gain=0.00403662 0.0471721 0.0378266 0.0474264 0.0898897 0.0321497 0.0813191 0.0461008 0.0260236 0.0190809 0.0389228 0.045943 0.0454091 0.0597442 0.0473299 0.0274164 0.0320391 0.0174209 0.0652722 0.0672435 0.0551683 0.0404161 0.0196978 0.0372117 0.169689 0.0645829 0.034985 0.0262071 0.0315376 0.0460821
threshold=0.42067602765000006 0.54017843775000018 0.41917906650000009 0.54017843775000018 0.40621538280000008 0.42829556000000008 0.54384599265000022 41.134354310300004 0.4274273225500001 38.386256906100009 38.938637541200009 0.55335169605000012 0.55892039160000018 0.4323972336000001 0.43625939340000008 0.44751654140000008 0.56369569775000017 0.39971857130000005 0.53592706805000012 43.968221017800005 0.39584144190000009 0.39745815990000005 0.39024280710000009 39.468990633150007 0.52428071015000011 0.52975958800000011 0.38906020780000011 0.38733870245000007 0.51700547890000015 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=2 8 3 17 -5 7 -7 -3 -2 15 -11 -12 -13 -14 -15 -8 -17 20 19 -19 22 -22 26 -24 -25 -26 27 28 29 -1
right_child=1 5 -4 4 -6 6 9 -9 -10 10 11 12 13 14 -16 16 -18 18 -20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00030335659501571808 0.023887695510507845 -0.046038709188454784 0.023071752442833011 0.01164935759748321 -0.084291685402749894 0.091884683924435454 -0.086443688418199882 0.0067020103891114405 -0.10173366064116539 0.049105908692838277 -0.042758055019740497 0.04293843947287572 0.068523138686556864 -0.07363688316009713 -0.0020928410737150378 0.063079982236878024 -0.059838102031588285 -0.10175985100789009 0.034087077514711121 0.01319604312050876 -0.09502354250249416 -0.019589717388586055 -0.00028961064230580678 0.094453269283821265 -0.046953829551583288 0.037635506459300722 -0.020093037928910748 0.027704316192215181 -0.027435389878193734 0.026493293015447623
leaf_weight=18.136048202828125 0.021361214004743112 0.35243935681334582 0.71887479200617477 0.20192926312620235 0.18911635547338074 0.099579069625633898 0.060906265936727794 0.3128587888822949 0.072326477697476355 0.16425596320702096 0.24046373298915558 0.25564321816682456 0.11540305952075902 0.096889148902846833 2.0261417827034545 0.042325849831968299 0.04249647847433688 0.082903672791739491 0.53419953160482692 0.13175147964412304 0.091904754072742345 0.31265877949918419 1.0899478391538018 0.24818004707975472 0.22001161875414255 0.15304266515522613 0.85775397816541854 0.34884362778393452 0.40866282263902931 0.66530005217145927
leaf_count=1182 9 33 34 61 63 8 72 32 76 32 19 28 5 8 566 8 208 33 26 42 42 53 55 22 38 12 23 21 61 28
internal_value=-4.3517e-06 -0.00299023 0.000473451 -0.00021281 -0.0347494 -0.00126617 0.00295973 -0.0212372 -0.0730914 5.12109e-05 0.00182623 -0.00101372 0.00301101 -0.00154895 -0.00535791 -0.035257 0.00149731 0.000367287 0.0153723 -0.031202 -0.000131399 -0.036726 0.000537662 0.0108435 0.0303764 -0.0122517 -0.000326104 0.000540776 4.75e-05 0.000644863
internal_weight=28.2942 3.90309 24.3911 23.6723 0.391046 3.8094 3.1441 0.665298 0.0936877 3.04453 2.8988 2.73454 2.49408 2.23843 2.12303 0.145729 0.0848223 23.2812 0.748855 0.214655 22.5324 0.404564 22.1278 1.71118 0.621234 0.373054 20.4166 19.5589 19.21 18.8013
internal_count=2900 1104 1796 1762 124 1019 954 65 85 946 658 626 607 579 574 288 216 1638 101 75 1537 95 1442 127 72 50 1315 1292 1271 1210
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 1 2 2 1 0 2 2 2 0 0 2 2 0 2 1 0 0 2 2 0 0 0
split_gain=0.0037818 0.03094 0.0222449 0.0263888 0.0373767 0.0208903 0.0257633 0.0211444 0.0227653 0.0114653 0.0200144 0.0177612 0.0235725 0.00698874 0.0125144 0.00607626 0.0336892 0.0594308 0.00992572 0.014265 0.0321906 0.018066 0.00981164 0.00857712 0.0550707 0.108745 0.0408566 0.0214002 0.0506734 0.0402935
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 0.31810424840000007 35.461062230100005 35.131296350900008 0.34392682850000006 36.072790850000011 35.818873074050011 0.36597706655000006 0.50482021495000018 37.020641110850008 37.360990606650006 38.052786106700005 0.50749977545000013 0.52898116820000018 38.318569170500005 38.703421923500009 0.54017843775000018 38.828362408050005 0.35814795965000007 0.47512050540000011 0.47670728420000003 42.541806567400009 39.530201452500002 0.47440196400000006 0.46594413340000007 0.43780126340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7 10 11 -6 -13 -2 -15 16 -16 -18 22 20 -20 -21 -17 26 25 -25 -23 28 29 -28
right_child=13 -3 -4 4 9 6 -8 -9 -10 -11 -12 12 -14 14 15 18 17 -19 19 21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.026003381480368612 -0.0087539724554724311 0.055982096656399638 -0.051805879114480785 0.10058104595240934 0.075676345676724932 0.022047118443156991 -0.10553196770961847 0.038482088477962854 -0.080637799419717632 0.069028867917027101 -0.068258693901480094 -0.10118019518276473 0.013874915287510454 0.018879167614203714 0.014222005705034136 0.033976248683277588 -0.071336949317208534 0.022574622394290041 -0.03854966630684388 0.02445425573177494 0.017544298623983684 0.050057079818928235 -0.00036596160778045974 -0.10595492744798765 -0.00014681086128074398 0.0031854309863421689 -0.0020924760512720983 0.025413823382101831 -0.043139258746277873 0.036056915078171277
leaf_weight=0.074942741207904617 0.92271543646717091 0.1100900553228179 0.076990337514893259 0.053767261382745346 0.037993411999195814 0.033734602749603937 0.041899169628720756 0.047061970557479071 0.059974395067880604 0.028647593175804786 0.034602494515993842 0.02026227698661387 0.14696135855889586 0.35014221711318327 0.27913984374339434 0.17057051791744271 0.17286199283302039 0.11043867372638033 0.27909749799211425 0.30246931121498022 0.16150604758134079 0.18766399211745399 0.16240055184688629 0.14698892326703328 21.121824484353716 0.2409346311423346 1.8726075225490997 0.33891306537172727 0.25998551574110695 0.3248939632794644
leaf_count=19 60 12 24 6 6 38 7 7 36 11 18 4 220 48 26 10 22 48 34 24 26 10 38 22 1778 37 219 21 25 44
internal_value=-4.98863e-06 0.00692095 -0.001302 0.00540375 0.0244781 -0.0184554 -0.0366952 -0.0162065 -0.0436719 0.00923662 0.00209414 0.0139566 -6.61673e-05 -0.00019881 9.9274e-05 -0.000152355 -0.0104338 -0.0347275 7.3799e-05 -0.00015251 -0.0179881 0.000164409 0.0172265 -0.000135542 -0.000832536 -0.0381692 0.00488853 0.00185731 -0.00139138 0.0035478
internal_weight=28.1721 0.766928 0.656838 0.579847 0.322234 0.257613 0.18267 0.140771 0.093709 0.268467 0.23982 0.205217 0.167224 27.4052 26.4824 26.1323 0.562441 0.283301 25.5699 25.2369 0.440604 24.7963 0.332971 24.4938 21.5097 0.387924 2.98406 2.7964 2.45749 2.1975
internal_count=2900 408 396 372 265 107 88 81 74 259 248 230 224 2492 2432 2384 96 70 2288 2240 60 2180 48 2156 1837 59 319 309 288 263
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 2 2 0 2 2 0 2 2 1 1 2 2 0 0 1 1 0 1 1 2 0 0 1 0
split_gain=0.00418858 0.0227877 0.107532 0.0717755 0.13723 0.0178772 0.0126999 0.072435 0.0520409 0.0445472 0.0413703 0.0286027 0.0764178 0.0697977 0.038431 0.0780924 0.018365 0.0234056 0.0124807 0.0167434 0.135838 0.0964736 0.0408658 0.0648707 0.0470456 0.021108 0.0710079 0.0484105 0.0388868 0.02586
threshold=0.48543456785000005 0.34500464060000008 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.48368312325000012 40.12915366295001 39.749124837650008 0.47943175355000006 39.039757512550004 40.532725462000009 0.47612346935000005 38.938637541200009 38.115457128050004 0.34392682850000006 0.34193587020000005 35.131296350900008 33.151194885250007 0.4901499955000001 0.49678153350000009 0.34829795515000012 0.34829795515000012 0.49850303880000008 0.35165114815000004 0.35675578575000005 35.97706729810001 0.50041914915000019 0.50041914915000019 0.36501901140000009 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 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 7 8 9 11 -8 12 13 14 15 16 17 -1 -6 21 -21 -20 -22 -24 -25 27 -27 -26 -28 -30
right_child=1 2 3 4 18 -7 10 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 22 -23 23 24 25 26 28 -29 29 -31
leaf_value=-0.044279165747470067 -0.019399249824999229 0.042037053579567829 -0.052606803311152223 0.10210593819257574 -0.015574224168910049 -0.019154671222684258 0.027050869827876342 -0.053996646968031629 0.035588768990192789 -0.035116227402391391 -0.00074653457002183884 0.036599025070217055 0.078685450723615463 -0.10564345274499445 -0.049557628874576896 0.10128535884304279 -0.033970893071804037 0.092701392055825754 0.050146613106546924 -0.11028647897733319 0.03599593028184573 -0.016554267494659696 -0.072322136129014655 0.053269057295125155 0.10043770259457141 -0.055546577675213586 -0.041804859164371988 0.0017616380854523614 0.014479956619719299 -0.00067590572659612493
leaf_weight=0.021493890629880552 0.52570881857172835 0.63575605215737496 0.25458766869269212 0.13289317575981741 0.49572381426003076 0.54154215041469278 0.56786706152456545 0.29082224056722328 0.33051466369215621 0.42862670262479696 9.365001651078094 0.20940238292678259 0.089322095271199942 0.08271839221458066 0.13191891937236616 0.077529996866360307 0.15287587482066556 0.029724189080297947 0.39984075853135337 0.11138490575831284 0.31852099146612189 0.47379026940889268 0.1237417732772873 0.16632422194379515 0.068025372045667359 0.23300233063828457 0.21624131514545197 0.18474311546474378 1.2658105107901736 10.179372380460899
leaf_count=40 11 19 7 6 27 24 30 24 22 24 633 10 4 12 49 3 31 9 13 4 19 33 5 20 9 15 14 236 57 1490
internal_value=-7.49854e-06 0.00107097 0.00177618 2.59052e-05 0.000958416 -0.0013894 -0.000572557 -0.00819181 0.000379602 -0.00913088 0.000842657 0.00487945 -0.00646335 -0.0217893 -0.00501646 0.0158476 -0.016608 0.0352169 1.42379e-05 0.00057662 -0.000332956 0.0139732 0.000627171 -0.000278631 0.000445353 -0.00027793 -0.000885611 0.0283175 0.000206548 0.0010003
internal_weight=28.1048 15.7855 15.2598 14.624 14.3694 12.3194 11.7778 1.84495 1.55413 1.22361 9.93287 0.794986 0.585583 0.496261 0.413543 0.281624 0.204094 0.0512181 14.2365 13.7408 12.8672 0.873631 12.7558 12.4373 12.3135 12.1472 11.8944 0.252768 11.6614 11.4452
internal_count=2900 1985 1974 1955 1948 915 891 228 204 182 663 158 148 144 132 83 80 49 1942 1915 1869 46 1865 1846 1841 1821 1576 245 1561 1547
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 2 2 2 0 0 1 2 2 1 0 0 0 0 1 0 2 1 0 2 2 1 2 0 0
split_gain=0.0039513 0.0357476 0.0509651 0.0313531 0.035829 0.0279673 0.0408807 0.116229 0.0501161 0.0646641 0.0213694 0.0204459 0.0154932 0.0422366 0.0228978 0.0266308 0.0213418 0.016503 0.015042 0.0544951 0.132741 0.0681757 0.0466403 0.0222908 0.035037 0.0332506 0.0162045 0.0325883 0.151996 0.0532931
threshold=0.54679500610000009 0.42067602765000006 0.40367054880000008 0.54317236010000014 41.028010303750008 0.41865513010000005 41.966555987550002 42.622319549950006 43.19689381845 0.54191491270000014 0.52937037810000021 0.4274273225500001 38.386256906100009 38.771633980050005 0.44751654140000008 0.56369569775000017 0.55240861050000023 0.62143349005000015 0.53905571685000009 0.39971857130000005 0.53592706805000012 43.968221017800005 0.39584144190000009 0.52161611930000007 43.633733172900008 39.788107623550012 0.39024280710000009 39.468990633150007 0.52428071015000011 0.52975958800000011
decision_type=2 2 2 2 2 2 2 2 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 18 -7 -8 -9 10 11 -10 14 -14 -3 -16 -15 -17 19 22 21 -21 26 -24 25 -25 -1 -28 -29 -30
right_child=1 12 -4 4 -6 6 7 8 9 -11 -12 -13 13 16 15 17 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.00026593937196893724 0.019014173417605806 -0.083624428882165341 -0.10387602008410993 0.0036986309347310214 0.044097431260824049 -0.046705139738951865 0.10139609332949091 -0.10814795230721277 0.1004522767854432 0.10097992463767672 -0.10082105045484516 -0.10038104736057121 0.056575221997110008 -0.02928626458499425 0.057107655016799666 -0.10075162547298666 0.00064430351553356943 0.034118512529622835 -0.018550096337381593 -0.10158664175869075 0.082846341087351477 0.019339179442003158 0.01168978753567545 -0.011656654786458451 -0.0059441219533466726 -0.10297308182514374 -0.00039824283249993112 0.092699300972393456 -0.043003927695308732 0.034424897390899434
leaf_weight=20.221783644464846 0.057681124815246343 0.055336662433935521 0.081331412946704651 0.61126255939535568 0.34256054334082364 0.30974520287679719 0.086894146399572492 0.066910079916896237 0.012946521863341331 0.040819491259753704 0.042764103618537774 0.0083311417011071587 0.12826774746117164 0.26196163817076046 0.040643492997560315 0.02789384593768017 2.6299736844461519 0.013445904940765835 0.41771584831451392 0.074913995876076167 0.25392435805406421 0.12345002335047184 0.083638065909247383 0.058202427704031834 0.12667972287272278 0.12663181487152997 1.0787053964167572 0.22885548208817486 0.21600314686747879 0.15105798985860019
leaf_count=1314 37 74 51 39 28 29 4 7 1 2 19 55 24 23 8 99 638 109 34 33 13 39 4 32 16 42 54 22 38 12
internal_value=-3.23595e-06 -0.00325501 -0.0528846 0.000431041 0.0182076 -0.000283488 -0.0221979 0.00714894 -0.040528 0.00261914 -0.0600749 0.0218172 -0.00107003 0.000423614 -0.0339211 -0.000372533 -0.00206691 -0.0568846 0.000254316 0.00059968 0.0349641 -0.0263296 -9.75635e-05 -0.0341474 -0.0464541 -0.0742185 0.000516914 0.00997021 0.0287388 -0.0111394
internal_weight=27.9803 3.29654 0.139013 24.6838 0.953823 23.73 0.568411 0.258665 0.171771 0.104861 0.0640418 0.0212777 3.15752 3.0202 0.13732 0.0819832 2.89194 0.0413398 23.1616 22.7438 0.452288 0.198364 22.2916 0.395152 0.311514 0.184834 21.8964 1.67462 0.595917 0.367061
internal_count=2900 1063 88 1837 67 1770 117 88 84 77 75 56 975 685 290 216 661 208 1653 1619 85 72 1534 94 90 74 1440 126 72 50
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 1 0 1 1 0 1 2 2 2 0 0 0 0 0 2 0 0 1 1 1 2 2 2 2
split_gain=0.00367351 0.0403139 0.0158349 0.0514675 0.0898325 0.0426732 0.108458 0.0247647 0.0406452 0.0403784 0.0880073 0.0520234 0.0270527 0.0642263 0.060302 0.0517732 0.0270722 0.0207136 0.0206005 0.0562875 0.118932 0.0846846 0.0472672 0.0374071 0.0489437 0.125286 0.0457027 0.0347389 0.0966471 0.0623031
threshold=41.21013581150001 41.134354310300004 0.41985269900000005 0.55671985870000007 40.036761086100007 0.54317236010000014 0.42194844465000009 0.55980359870000018 0.4323972336000001 0.46208197360000008 0.56323163980000013 0.46613873835000008 39.468990633150007 39.420767558750008 39.091773401050006 0.56424957340000015 0.56915960600000015 0.62143349005000015 0.48271009850000007 0.48101853240000009 40.922041107600009 0.47997065955000012 0.48851830785000006 0.34500464060000008 0.34554354660000003 0.35319301815000009 40.259171735100004 40.305698932850007 40.036761086100007 40.712530798250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 5 -4 -7 -5 -9 10 -10 -11 13 14 15 -12 -17 -13 19 20 21 23 -20 26 -25 -26 -1 28 -24 -29
right_child=-2 -3 3 7 -6 6 -8 8 9 11 12 17 -14 -15 -16 16 -18 -19 22 -21 -22 -23 27 24 25 -27 -28 29 -30 -31
leaf_value=-0.00019770796620407233 -0.0010858598844027988 0.029820333795464556 -0.036177576865003856 0.038378993349137358 -0.059707623836148131 0.092519436608652916 -0.028227152353526564 0.054095260957456294 -0.10354500240494116 0.079664831444238471 0.084328133369233213 -0.10083180462233397 -0.025901597120675281 0.10175689889311473 -0.10831699510279216 0.018813807453512982 -0.10077617540019108 0.025884181198231646 0.022743579593780327 -0.044311391658883342 0.068649836748369594 -0.055158359543307604 0.0017859233154489344 0.033725875123854429 -0.10330072348792184 0.062040273495206903 -0.04249541585453849 0.050579458044378925 -0.052243197780149402 -0.0068225488483155744
leaf_weight=1.3150937970324892 14.745027007383134 0.47482498173485588 0.16866009646730695 0.19836978731200339 0.4177477813209407 0.13645085389725864 0.1635553874311384 0.11791111198845172 0.10512529239349533 0.099870865991761065 0.069092384714167565 0.028566482910436578 0.26463922138100315 0.069597124122083187 0.047360749671497615 0.041981801086706128 0.0344727994039562 0.023522241114206935 1.1999199733367829 0.32722734558956279 0.22872910911792121 0.31525592414254777 5.1118391686657167 0.54940640591068424 0.097843940706232174 0.086208183005220901 0.31703408193294524 0.36876064328498603 0.35400839338774392 0.38806954208121169
leaf_count=141 1584 22 18 22 26 7 40 16 13 16 4 123 36 2 4 20 61 153 32 15 15 20 329 34 17 38 20 28 24 20
internal_value=-2.769e-06 0.00121437 0.000140312 -0.00805568 -0.0259887 0.00406673 0.0266916 0.00638865 -0.000645642 -0.0088761 -0.0200002 0.0374089 -0.00333938 0.0194063 -0.0103041 0.0215891 -0.0351084 -0.0436094 0.00166805 -0.00498917 -0.000566765 -0.00647232 0.00457109 1.59544e-05 0.0187744 -0.0258566 -0.00841386 0.00106689 -0.0017134 0.0211462
internal_weight=27.8662 13.1211 12.6463 1.98692 0.886414 0.468666 0.300006 1.10051 0.90214 0.784229 0.632269 0.15196 0.527144 0.262505 0.192908 0.145547 0.0764546 0.0520887 10.6594 3.2368 2.90957 2.68084 7.4226 2.36559 0.733459 0.184052 1.63213 6.22268 5.46585 0.75683
internal_count=2900 1316 1294 561 91 65 47 470 448 432 140 292 127 91 89 85 81 276 733 300 285 270 433 250 89 55 161 401 353 48
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 2 2 2 2 2 1 0 0 1 2 0 2 0 0 0 2 2 0 0 0 0 2 1 1
split_gain=0.00371483 0.0295441 0.0437211 0.0238912 0.0222781 0.061401 0.0179955 0.0245238 0.0277951 0.0922185 0.0525333 0.0173255 0.0962246 0.0349992 0.0208008 0.026935 0.0571813 0.0164862 0.036457 0.0455571 0.0649701 0.0168262 0.05085 0.084507 0.142967 0.0962737 0.0776284 0.054866 0.0359319 0.0287807
threshold=42.487106141350004 42.297164883650005 0.39513787010000007 0.4901499955000001 42.564639561200003 0.34744468730000005 42.654057868200006 42.674081447500008 42.737166331000005 42.773538294100007 42.871500973550006 0.32272985840000007 0.43563066975000003 0.41254752850000004 0.34307356065000005 39.091773401050006 0.46928235680000008 42.072181850200003 0.4755546241000001 0.48320409570000006 0.49320379630000005 41.322103772800006 41.395309858300003 0.48119816770000007 0.48661716715000009 0.4942366995000001 0.4992664890500001 41.986601436450009 0.34506451900000007 0.42552618185000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 -2 -6 -8 -9 -10 -11 12 13 -1 15 16 -13 21 -19 -20 -21 -16 -23 28 -25 -26 -27 29 -24 -28
right_child=4 2 -4 -5 6 -7 7 8 9 10 -12 14 -14 -15 17 -17 -18 18 19 20 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.050946971863193816 -0.013142698805249015 -0.014335577667174066 0.014379526887385703 -0.052648092260940152 -0.023754396052801711 0.048927188543018189 0.034717936107384259 -0.028542247690347022 0.074691392900237102 -0.051858046971883835 0.0013221897684726259 -0.047590120713764804 0.09678399626467464 -0.035620956305161509 0.0013840692418371331 -0.056121753083920728 0.047422035513011621 0.059536953345100944 -0.038097754501940556 0.074207720347580677 -0.024178613933563756 -0.034215952984921263 -0.0061447429509604769 -0.042212169772204204 0.048800160148052857 -0.069813126800534572 -0.039219667526155577 0.055175538006202618 0.028724801454917449 0.0092946991238160078
leaf_weight=0.06262613283005336 0.30103485578860034 0.34637907256027389 0.28887906450118095 0.30704270336718764 0.29934310058835922 0.33866902442696301 0.21271014346945083 0.31982317310708186 0.16839271016297619 0.19156708130026512 6.119595879046213 0.13442740696847266 0.11620998312719166 0.18368251776831812 13.321276741578826 0.15119087514483454 0.11978626751806587 0.14836179371923108 0.1712813755902971 0.14249148778617382 0.12688746696029085 0.55038441098956248 0.42903960845433198 0.97980527102481607 0.40634420700371243 0.17471560556441545 0.21317236178504118 0.16458246018478917 0.94960021564293129 0.28679389553802004
leaf_count=45 20 37 28 12 33 24 11 33 11 33 946 47 6 33 1239 28 6 5 18 3 39 21 16 27 8 4 48 18 43 58
internal_value=-2.57991e-06 -0.000736556 -0.0180163 -0.0323386 0.00182286 0.019718 0.000257149 0.00128219 0.000236196 0.00165667 -0.000292027 0.000128046 0.021778 -0.0136103 -0.000296884 -0.0226983 -0.0028201 0.000205844 0.0166608 0.00222523 0.0278641 -0.000348773 -0.00590516 -0.00158175 -0.0136341 0.00884568 -0.010499 0.00509525 0.0178732 -0.0113905
internal_weight=27.7261 19.775 0.942301 0.653422 7.95114 0.639704 7.31143 7.01209 6.79938 6.47956 6.31116 18.8327 0.362519 0.246309 18.4701 0.405405 0.254214 18.0647 0.589022 0.44066 0.269379 17.4757 4.15444 3.60405 2.22541 1.24561 0.839264 0.664549 1.37864 0.499966
internal_count=2900 1789 77 49 1111 44 1067 1034 1023 990 979 1712 84 78 1628 81 53 1547 65 60 42 1482 243 222 163 136 128 124 59 106
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 0 1 2 2 2 2 0 0 1 1 1 0 2 2 1 1 2 2 0 1 2 2 0 0
split_gain=0.00422882 0.0307202 0.0469728 0.0276928 0.0293144 0.018392 0.0379864 0.0156468 0.0153535 0.0331851 0.0198076 0.0171393 0.0140142 0.0242056 0.0170301 0.0338707 0.0433686 0.0309891 0.0207752 0.0647686 0.0203842 0.0142827 0.0130397 0.037857 0.0344161 0.0390008 0.0295784 0.0223432 0.0772819 0.0511999
threshold=0.54679500610000009 0.42067602765000006 0.40367054880000008 0.54317236010000014 41.028010303750008 0.41865513010000005 0.54017843775000018 0.4211999641000001 38.386256906100009 38.771633980050005 37.962710038050005 39.091773401050006 0.55411514625000013 0.55754318735000019 0.43166372265000008 0.4323972336000001 0.43625939340000008 0.55892039160000018 39.468990633150007 40.580626202750004 0.44805544745000009 0.43672345135000007 41.590548329450009 41.169697216150006 0.57507260265000015 0.44751654140000008 41.986601436450009 42.428475018400007 0.56639022785000004 0.56915960600000015
decision_type=2 2 2 2 2 2 2 2 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 -1 7 -7 10 -10 -3 -11 -13 -14 -15 -16 -17 -18 -19 20 -20 -21 23 24 -23 -26 -24 -28 -29 -30
right_child=1 8 -4 4 -6 6 -8 -9 9 11 -12 12 13 14 15 16 17 18 19 21 -22 22 26 -25 25 -27 27 28 29 -31
leaf_value=0.00020754983748647469 0.017053640902079694 -0.012002366050782228 -0.10350224776569952 0.0040738821302617866 0.041038585931964744 -0.01024615826444175 -0.0062335058776897597 -0.10139704115930202 0.052217762002133065 -0.044121346048380264 -0.10176092332272638 -0.020197820515736153 0.036589248635721751 -0.043566217378196423 0.068621723544240371 -0.068559874533498447 0.067786220911897746 0.03320458386268043 -0.017908821098001189 0.038954550148896455 -0.10426441036867161 -0.052199897425894939 -0.057461350782189106 0.065108372619321495 0.090221901730219045 -0.027573854563330055 0.035033046362297107 -0.1030412660654752 0.066917417472969948 -0.0070727837893507966
leaf_weight=22.930890156703995 0.057447097656848634 0.094652570881973319 0.0738912963846311 0.59700414338175178 0.3348816840220934 0.026025437342469204 0.44082363548704961 0.068136843558973093 0.11722392191631703 0.093748760777245699 0.033212392637218757 0.32329473426534638 0.18640814828359031 0.089863598663669442 0.071332866093144154 0.092052395251812746 0.068411617234232724 0.16508689109446106 0.04171624776063243 0.095034362282603646 0.079287967139148208 0.094984616680449219 0.10116884946368898 0.10810034022816573 0.0545629165135324 0.057968149898493415 0.14915508515829123 0.076446786246378906 0.10613130987621844 0.78726485706067706
leaf_count=1653 37 263 51 39 28 5 28 84 24 24 27 32 21 17 3 8 5 23 6 5 54 15 36 24 4 38 29 11 7 299
internal_value=1.87133e-06 -0.00340518 -0.0507714 0.000451315 0.0173575 -0.000220069 -0.0185489 -0.0762039 -0.00139003 7.58993e-05 -0.0353168 -0.00207478 -0.000640491 0.00196687 -0.000916179 0.00086754 -0.00145901 0.00165223 -0.000707995 -0.00390382 -0.0744933 0.00133381 -0.000994165 0.0171234 -0.00787325 0.0295418 -0.00568056 -0.000999052 -0.00654054 0.00171691
internal_weight=27.6162 3.21845 0.131338 24.3978 0.931886 23.4659 0.534986 0.0941623 3.08711 2.95924 0.127865 2.84202 2.74827 2.42498 2.23857 2.14871 2.07737 1.98532 1.91691 1.75182 0.121004 1.63082 1.53578 0.315616 0.207516 0.112531 1.22017 1.119 0.969843 0.893396
internal_count=2900 1063 88 1837 67 1770 117 89 975 685 290 661 637 605 584 567 564 556 551 528 60 468 463 81 57 42 382 346 317 306
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 2 2 1 0 2 1 1 2 2 2 1 1 1 1 2 2 2 1 1 0 2 2 0 2
split_gain=0.0036762 0.0214621 0.022756 0.0373061 0.0117799 0.0104234 0.00655686 0.0639813 0.0285202 0.185713 0.0671824 0.0572747 0.019869 0.182777 0.049539 0.0242722 0.0295305 0.0399146 0.0339534 0.0300207 0.0122411 0.0149942 0.0438048 0.0677085 0.0482901 0.0138698 0.0659823 0.0396609 0.0768445 0.0134915
threshold=0.31063441215000004 49.110028829250005 37.020641110850008 0.39614083410000006 0.30949672165000003 0.37331217625000007 48.919835655300012 48.852845034800005 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.31123319660000009 48.461603274950008 47.833738492450003 45.673096293200011 0.37482410710000008 0.43967246490000006 0.41808628485000005 0.38185982460000006 43.740100730350001 45.027406014450008 44.527357125550004 0.35759408400000009 0.34527409360000011 0.48015029490000011 43.874475754150005 43.933728833200007 0.52937037810000021 43.542456167850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 12 -8 -10 -11 -12 -2 14 15 20 -17 18 19 -18 29 22 24 -24 -22 -26 -27 -28 -29 -14
right_child=6 -3 3 -5 -6 -7 8 -9 9 10 11 -13 13 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.10025517625735628 0.027945498724369047 0.054105052210850671 0.029799618494489883 -0.10178130427792771 0.10052896187627414 -0.1003293552397095 0.0079605557931757987 0.055894919185892504 -0.10949369413372911 0.063336867274585498 -0.10855973636253524 0.0034178657283022865 -0.00013027986352858755 -0.093090888146480019 0.041867147288372583 -0.10327504227316082 0.074823062996853637 -0.04709980675367971 0.095164381502367959 -0.10070867687117634 0.041929744728584954 0.033982590513547989 -0.1072561838214732 0.01064514217309237 -0.019642582925732205 -0.046820213815409517 0.063222499648782168 0.065577954323240373 -0.051597042288469452 -0.02046633420342088
leaf_weight=0.014515859540550902 0.24856111265729097 0.077120142974308692 0.021346317706047557 0.042793626731764789 0.015118444338440895 0.0086497262541236353 0.64103528857231296 0.20500816206913341 0.17619072879369924 0.16049232606019359 0.05525908184813666 0.26342700681818965 22.876559492612405 0.211277057688675 0.28359548085972974 0.04538158815330362 0.016406778514351572 0.14676670664835001 0.047713386215036735 0.023990447474034227 0.37470062740612886 0.20299164186553742 0.083391727765729118 0.11711438799731644 0.27499590140337205 0.15990280777623411 0.18502246068237582 0.10125399386106437 0.12513972068700241 0.33095275564956139
leaf_count=2 12 6 11 18 1 89 7 11 9 9 7 215 2094 17 32 32 15 44 4 35 14 38 9 39 20 14 9 22 27 38
internal_value=-1.75259e-06 0.0142607 -0.0157402 -0.0348939 0.0285525 -0.00772466 -9.53565e-05 0.000249938 -0.00703658 -0.0217057 0.0105734 -0.0159987 -0.000191267 -0.000464382 0.000306209 -0.000163142 -0.0294274 -0.015159 0.0380451 -0.0294189 0.00016714 0.00855897 0.00492851 -0.0383907 0.0120421 -0.0011905 0.00769113 0.0288777 0.000809167 -0.000420284
internal_weight=27.5367 0.179544 0.102424 0.0879081 0.0451145 0.029996 27.3571 26.0607 1.2964 0.655369 0.479178 0.318686 25.8557 25.6072 25.3959 25.1123 0.280259 0.234877 0.0881106 0.0403972 24.832 1.62451 1.42152 0.200506 1.22102 0.846315 0.571319 0.411416 0.226394 23.2075
internal_count=2900 127 121 119 101 100 2773 2526 247 240 231 222 2515 2503 2486 2454 130 98 54 50 2324 192 154 48 106 92 72 58 49 2132
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 2 2 0 1 0 0 0 2 0 1 1 1 1 1 1 2 1 0 1 0 1 0 0
split_gain=0.00348996 0.0367683 0.027818 0.0370109 0.0198387 0.00916939 0.00730276 0.00694949 0.0159985 0.0170849 0.119981 0.0266125 0.0137035 0.0136567 0.076826 0.0111569 0.0884762 0.0842588 0.0261603 0.0247785 0.0145757 0.00800234 0.0211126 0.00721719 0.0497391 0.0503801 0.0596567 0.0548912 0.0501929 0.0327244
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.55671985870000007 0.57995269605000022 50.666627092000006 48.852845034800005 48.461603274950008 0.41155953415000007 0.31123319660000009 0.37331217625000007 0.39672464895000009 0.43780126340000008 39.995120105550008 0.4588185982500001 0.32272985840000007 0.33263974130000007 0.34307356065000005 0.34392682850000006 0.34427112960000006 0.31810424840000007 42.207998345450008 0.45280081435000008 0.56055207925000017 0.45772581660000006 0.56323163980000013 0.45877368940000007 0.58388970390000006 0.58626987215000004
decision_type=2 2 2 2 2 2 2 2 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 9 10 11 -1 -9 14 -11 16 -15 -18 -17 -20 -21 -16 -23 -22 -25 -26 -27 -28 -29 -30
right_child=1 2 3 4 5 6 -8 12 -10 13 -12 -13 -14 15 21 18 17 -19 19 20 23 22 -24 24 25 26 27 28 29 -31
leaf_value=0.027056003036119231 -0.10296189891902814 -0.10180188648210575 0.08113123903927677 -0.10071846194742394 0.037490798532838807 0.01926788946940005 -0.029983114945391617 -0.0028986931425811283 -0.019034626661112806 0.024928396920153764 0.088176106993327022 -0.10415718199231024 0.018320004078342046 0.10159852274227904 -0.10574009119459429 -0.030844059087524946 -0.10166461292989173 0.0405741178304092 0.029700386858294604 -0.027927912035982418 0.00046324824469796483 0.013061376928182183 -0.10111411047514794 -0.10274480496162477 -0.055441018287778754 0.071642247485975627 0.072834275732417034 -0.068425560790628212 0.10043565680860973 -0.0066531982412403948
leaf_weight=0.021169740415658889 0.037840466193429179 0.023710320238023996 0.05887189693748951 0.021092385077657649 0.051444189023413855 0.046917654611206672 0.084021319761745872 0.62115178274689131 0.44469934573407854 0.15739506215898602 0.12856890289505429 0.057281580653723907 0.59679420851534815 0.088857134454884468 0.060591820524791729 0.27377785389012643 0.074013094775182253 0.095234188545029796 0.28220229351427661 0.18681824952364223 23.009601762047406 0.026893372100715851 0.040714253992706784 0.052831508797510973 0.15106026139913709 0.1225836137746229 0.079233560360648769 0.13741248985751042 0.030973599582132305 0.36249372038067984
leaf_count=11 22 3 3 58 31 37 65 7 22 52 37 104 38 4 18 43 22 33 12 12 1635 18 28 14 48 7 8 73 4 431
internal_value=-6.90747e-06 -0.0103256 0.00192852 0.0113034 -0.00889997 0.00171873 -0.0123356 0.000116411 -0.00023094 9.77587e-05 0.0287082 -0.0687499 0.00749848 -0.000136974 -0.0218803 0.000111944 0.020795 -0.0216279 -0.000104282 0.000240416 -0.000104078 -0.0793491 -0.0556967 0.000112992 -0.00849191 -0.00285742 0.00798375 -0.00480648 -0.0163943 0.0017768
internal_weight=27.4263 0.323898 0.286058 0.262347 0.203476 0.182383 0.130939 27.1024 25.8844 25.4397 0.20702 0.0784513 1.21795 25.2327 0.285595 24.9471 0.258104 0.169247 24.689 24.4152 24.133 0.128199 0.0676076 23.9462 0.936589 0.883757 0.732697 0.610113 0.53088 0.393467
internal_count=2900 219 197 194 191 133 102 2681 2636 2614 152 115 45 2462 116 2346 59 55 2287 2244 2232 64 46 2220 585 571 523 516 508 435
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 1 0 2 1 0 0 0 2 1 2 2 0 0 2 2 0 2 0 1 0 1 1 1 2
split_gain=0.00358665 0.0194526 0.0153669 0.0141521 0.0171908 0.00581578 0.0273572 0.166393 0.0550652 0.051799 0.0204654 0.012336 0.0236102 0.0124273 0.0237206 0.0217578 0.0113028 0.0184133 0.00901545 0.034214 0.0221283 0.0367334 0.0110481 0.00979584 0.0800346 0.0778609 0.0212277 0.0204424 0.0117811 0.00620965
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 0.39614083410000006 44.921040431000009 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.41155953415000007 0.61802041855000012 0.66697104880000013 50.448116877400004 0.45280081435000008 51.307674290650006 51.779769178100004 0.61532588845000014 0.43780126340000008 39.995120105550008 41.532441862050007 0.43518158140000007 39.039757512550004 0.4588185982500001 0.32272985840000007 0.45612406815000006 0.34307356065000005 0.34392682850000006 0.34427112960000006 45.673096293200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 -7 -8 -9 -10 -2 13 -13 14 -11 -15 -17 -18 19 22 -21 -22 -12 24 -20 -26 -25 -28 -29 -30
right_child=5 -3 -4 -5 -6 6 7 8 9 11 18 12 -14 15 -16 16 17 -19 23 20 21 -23 -24 26 25 -27 27 28 29 -31
leaf_value=-0.10033262099819806 0.01913935060962382 0.044399251001325621 -0.10249110593635964 -0.10177264211239423 0.060453820359440948 0.0079429854655984362 -0.10863508061424038 0.058090477414020958 -0.10791240139349995 -0.0061426643726149657 -0.010748254325611065 -0.10123813581034657 0.036273748996092058 -0.10139301448985712 0.085839958481453926 0.061946236648691734 -0.10156275143946941 0.030585903217105755 0.1014445172116108 -0.10545976885912088 0.032403179423621357 -0.10084176803026826 0.04487135477687506 -0.027985264575292618 -0.092788456240763886 0.046441638762991608 0.027013767330670981 -0.025269739752144263 0.00026864986330381503 -0.0096912180025422543
leaf_weight=0.0082812552970698006 0.55966409289499708 0.094487993089330757 0.018761115541565232 0.010348541662096977 0.033749429072486237 0.63116243854164922 0.16246034121149933 0.15296696440054802 0.05048633872218744 0.061146912935676312 0.073773985341485049 0.028684142134807189 0.02211014245477827 0.021551633957074046 0.051774529347312637 0.028651183776673861 0.016740570835726221 0.028485633665695786 0.080517107620837192 0.051594248689923461 0.050200676890209683 0.035195702292270425 0.069224091314026737 0.27173356265064086 0.077557047886313457 0.08331067863464936 0.27939757052809255 0.18587615271099167 23.452570554263424 0.64314559776454316
leaf_count=93 46 20 5 1 8 7 9 9 7 33 44 22 40 14 9 11 81 5 4 13 29 20 5 44 43 12 12 12 2080 162
internal_value=-8.27284e-06 0.0146627 -0.0248332 0.00298216 0.0287743 -9.77069e-05 -0.00674265 -0.0215717 0.00900418 -0.0152459 0.00022442 0.00280729 -0.0413809 0.01358 0.0360314 -0.0129867 0.0128033 -0.0183292 -0.000193107 -0.0180379 -0.053753 -0.0225131 0.0161767 6.1567e-06 0.0200539 -0.0206835 -0.000188716 0.000118815 -0.000190654 2.8082e-06
internal_weight=27.3356 0.165628 0.0711403 0.0523792 0.0420307 27.17 1.25622 0.625058 0.462598 0.309631 25.9138 0.259145 0.0507943 0.20835 0.112921 0.095429 0.0738774 0.0452262 25.3541 0.279989 0.136991 0.0853964 0.142998 25.0741 0.241385 0.160868 24.8327 24.561 24.2816 24.0957
internal_count=2900 127 107 102 101 2773 247 240 231 222 2526 215 62 153 42 111 97 86 2480 111 62 49 49 2369 59 55 2310 2266 2254 2242
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 0 0 2 1 2 0 1 2 2 0 0 2 1 1 0 1 1 0 0 1 0 0
split_gain=0.00325243 0.0315047 0.058366 0.0428558 0.0219242 0.017828 0.0212447 0.0318146 0.0214962 0.0105973 0.0129515 0.0207192 0.014469 0.0102267 0.00843262 0.00649925 0.0124598 0.0404581 0.0360968 0.01511 0.0093345 0.00701169 0.00649109 0.103723 0.179197 0.101982 0.0943874 0.0533011 0.0423301 0.138475
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 36.072790850000011 0.37852160115000005 0.37982395740000008 0.52161611930000007 0.52877159370000015 0.54317236010000014 0.49850303880000008 35.337501601400007 0.35814795965000007 33.96174662340001 0.56793209785000009 0.33960061075000009 37.020641110850008 37.737818700150008 0.52324780695000006 0.54384599265000022 38.052786106700005 0.37401574800000009 0.45280081435000008 0.50300889195000009 0.37138109635000011 0.37668033890000002 0.50579323975000012 0.50041914915000019 0.38042274180000007 0.51484985480000012 0.51929582950000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -4 -6 -7 -8 -9 10 11 12 14 -10 -1 -2 17 -17 -19 20 -18 -20 26 25 -25 -24 -21 -26 -29 -30
right_child=15 2 4 -5 5 6 7 8 13 -11 -12 -13 -14 -15 -16 16 19 18 21 22 -22 -23 23 24 27 -27 -28 28 29 -31
leaf_value=-0.0063731086922241198 -0.0085050524255979136 -0.064823945247370646 0.082283371360553081 0.091243970874404737 -0.10137807916361759 0.046772201506927069 -0.10190224504550778 0.051644798120906492 -0.10056937943050206 0.043943072020297305 0.026934782831144307 -0.10356175508777765 0.039841810462799207 0.036435030427201281 -0.10197939193762916 0.029564517597518672 -0.0054723091994924103 -0.10252365955376946 -0.018888037483296882 -2.519516519832075e-05 -0.03949967526756086 0.041007139072653714 0.087637469560576609 -0.092064134230574191 0.042271617957825115 0.0060984549245872953 -0.052640613223970435 0.044574172135716149 -0.098991639957477576 0.00062684444402710555
leaf_weight=0.022537441979964927 0.90858481669436386 0.13846661034040153 0.041414514702410088 0.083617381885062514 0.015245003160089254 0.090576998897631725 0.03239955981456788 0.053802130493295408 0.018076078076371405 0.062867437256500125 0.079477156251641645 0.02623007540647837 0.041426429563387046 0.0077991495859302947 0.015618993813411149 0.43026356971677371 0.16892115770315524 0.048444170525954178 0.045338329538429534 14.7556484725587 0.15422144365953033 0.034355770051805568 0.27105808779015106 0.20945616383778443 0.30973865268458567 0.35333623389112745 0.34901227482350883 0.20818733421789204 0.14197096451585167 8.1399183765936787
leaf_count=38 60 12 8 9 2 24 22 19 39 8 16 12 16 164 19 33 11 14 22 916 37 27 30 44 24 35 23 22 11 1183
internal_value=-1.23661e-05 0.00657458 -0.0124038 0.0293286 0.0155872 0.00291076 0.0107561 -0.018351 0.0156238 0.00846604 -0.00357104 -0.0264843 -0.00107994 -0.0592744 -0.0455087 -0.000193513 0.000101248 0.0148752 -0.0344487 -0.000227934 -0.021712 0.00693251 5.27002e-05 0.002081 -0.000650657 0.0414957 -0.00124094 0.0015252 3.86689e-05 -0.00108085
internal_weight=27.258 0.729555 0.39778 0.331775 0.259313 0.217899 0.202654 0.112077 0.0796774 0.248158 0.18529 0.105813 0.0795829 0.0258752 0.0381564 26.5285 25.6199 0.558402 0.128138 25.0615 0.323143 0.0796941 24.7383 9.63367 9.00927 0.624394 15.1047 8.79982 8.49008 8.28189
internal_count=2900 408 290 118 278 270 268 244 222 109 101 85 73 203 57 2492 2432 96 63 2336 48 49 2288 1349 1284 65 939 1240 1216 1194
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 1 1 0 1 2 0 2 1 2 1 0 2 0 0 2 0 0 2 2 1 0 0 1 2 2
split_gain=0.00336641 0.110884 0.0201803 0.161963 0.0599373 0.0383699 0.0380777 0.08257 0.0735835 0.0667075 0.0624362 0.111898 0.0508072 0.0421375 0.0385708 0.0378921 0.0339733 0.0337923 0.0706787 0.0466965 0.0232454 0.0429422 0.0228809 0.0708039 0.018624 0.0876061 0.0643669 0.0195434 0.165321 0.134499
threshold=0.34542378970000004 0.34545372890000009 40.21994457600001 40.12915366295001 0.48271009850000007 0.3453339720000001 0.34479506600000004 0.47796473160000008 0.34515433670000012 41.43512228960001 0.47796473160000008 41.24714903835001 0.34491482290000003 42.801286935650005 0.3447052483500001 0.4588185982500001 41.966555987550002 0.4755546241000001 0.47305469895000007 41.395309858300003 0.47694679800000012 0.47470135625000004 38.938637541200009 38.115457128050004 0.34569324270000007 0.48271009850000007 0.47830903265000008 0.3459626957000001 41.726652433350004 42.207998345450008
decision_type=2 2 2 2 2 2 2 2 2 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 20 5 6 10 9 -9 -8 11 -4 -11 14 17 -15 -14 18 19 -13 21 22 23 -1 25 26 -3 28 -26 -30
right_child=1 24 4 -5 -6 -7 7 8 -10 12 -12 13 16 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0022788263467774564 0.07602240284439328 0.015527678001080354 -0.079306433528264109 0.090967951155695184 -0.026073412164781457 0.034433761457778288 0.034238515634804984 -0.060798520989232524 -0.0068643759702008457 -0.045998277662671117 0.03920799319704002 0.035379644572973275 0.027031014820904878 0.0028809245572313938 0.064174826698093157 -0.038405533538270697 -0.020813585735095008 -0.032981473513289436 0.10166788745596907 -0.060800617179020591 -0.016238339349295191 0.051811560622833958 0.020686750491584721 -0.10536252751394888 -0.027521947062016879 0.035877083050551282 -0.046909689537877469 -0.000401238882119256 0.070739556806237322 0.0012218166310174938
leaf_weight=0.31155531500569533 0.1936361974003401 0.2302351235947977 0.16933922201639129 0.20714135037269432 1.0498029751461215 0.30465231123505621 0.4854673436157102 0.49448597990976828 0.51789789945905795 0.29243522541582934 0.46119455095691808 0.12509646262697094 0.32055267229043238 1.6202037483653775 0.19441588222980499 0.25764668853534001 0.27636948844470899 0.12624018313363194 0.092080291360616684 0.084628888503296196 0.72513081235229038 0.17787902700820268 0.23551851093293408 0.076018256342706536 0.70009919675067322 0.27679491422895808 0.58370903620107129 15.455575668627036 0.53351161070167996 0.58181903677373725
leaf_count=99 9 32 17 5 30 25 16 30 26 15 20 5 9 139 5 19 40 7 2 60 38 7 16 9 19 10 35 2113 9 34
internal_value=-1.3028e-05 0.000745146 -0.00164777 0.0079949 -0.00407965 -0.000114293 -0.00202169 -0.0115349 -0.0332078 0.00442441 0.00523196 -0.000637558 -0.01185 0.00469047 0.0272386 -0.0027837 0.0048794 0.0104624 0.0286343 -0.00343125 -0.00326722 0.00847572 -0.0038957 -0.0188338 -4.87001e-05 -0.0127216 -0.0292484 0.000751652 0.0105667 0.0344752
internal_weight=27.1611 18.5554 8.60575 1.73324 6.87251 5.82271 5.51805 2.38721 1.01238 1.37482 3.13085 2.66965 0.889357 2.50031 0.622462 1.87785 0.596922 0.428046 0.301806 0.209725 1.5261 0.800971 0.623092 0.387574 18.3617 1.09074 0.813944 17.271 1.81543 1.11533
internal_count=2900 2261 639 174 465 435 410 136 56 80 274 254 64 237 79 158 49 74 67 65 169 131 124 108 2252 77 67 2175 62 43
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 2 2 0 2 2 1 2 1 1 2 2 1 0 2 2 1 0 1 0 2 1 2 1
split_gain=0.00382189 0.0317488 0.0198307 0.0157328 0.015208 0.0388809 0.0343815 0.0313023 0.0564469 0.0578435 0.0211033 0.0173752 0.0156024 0.0151289 0.0521703 0.139702 0.0510806 0.0575176 0.0336813 0.0719639 0.0247465 0.0188404 0.0664675 0.299066 0.135976 0.0587024 0.0509405 0.0220167 0.0368617 0.0250988
threshold=41.21013581150001 41.134354310300004 41.061442884200012 41.261521012900012 0.56704889075000009 0.56167480015000015 0.56915960600000015 39.420767558750008 39.468990633150007 0.57357564145000006 38.994321257850011 40.742467179200005 0.49091344570000006 40.337496327150006 0.34545372890000009 0.3459626957000001 40.21994457600001 40.12915366295001 0.41985269900000005 0.49850303880000008 40.621691032550004 39.420767558750008 0.38906020780000011 0.50300889195000009 0.34524415440000006 0.53839705400000015 39.268993001500007 0.42067602765000006 38.512991772500008 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 12 -9 -10 -7 -11 -8 16 20 -16 17 21 19 -17 -15 26 23 24 -23 -24 27 29 -29 -1
right_child=3 -3 -4 -5 6 10 7 8 9 11 -12 -13 -14 14 15 18 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011211957224021071 -0.025429967234751445 0.027131085463231425 -0.025656599002164382 -0.00067552349638848016 0.07056252533397421 -0.0080328736014902771 -0.10060754341627823 0.10152516919679951 -0.093762801784548974 -0.0076003028057828811 -0.063011899511707312 0.063575171178680112 0.025506947108506622 0.0048279984290925055 0.07780044287134523 -0.026105607539506349 -0.025425395449693518 0.040669802626759108 -0.021722654014976889 0.037026501843101398 -0.02784228022284559 0.0099035992409781688 -0.053305567091843059 0.076416126995012754 -0.062490321446560075 -0.0038163850026601376 0.034961827004298472 -0.0033896647838165365 0.069720238931357967 -0.021852234188823913
leaf_weight=4.0608014739141138 0.26153644357944372 0.45710321057777115 0.28764956363720529 14.010793494469558 0.10081736795700713 0.13442625090197857 0.038030890745772858 0.060947355795633484 0.056710540357016725 0.072089986273073947 0.14525781629802736 0.065425152720877122 0.013219806623549893 0.49862357734798601 0.32467981369700272 0.27681041960613562 0.76658552494723231 0.35972166160718178 0.36181657683846424 0.51925459419908293 0.43335122466515941 0.5718471665213658 0.46898221220612857 0.42631776217967843 0.47493763292878555 0.49021480857436472 0.45844415621832002 0.1651398504718723 0.11841576616279781 0.53863479808412407
leaf_count=316 22 22 22 1562 22 29 135 3 7 54 23 24 137 18 11 18 26 17 22 36 25 26 28 19 30 29 21 54 10 132
internal_value=-5.17985e-06 0.00125335 0.000290811 -0.00112914 0.000912713 0.000245565 0.0199066 0.00324016 0.017564 -0.00878272 -0.036587 0.0262626 -0.0680771 0.00115603 0.00817646 0.0198309 -0.000748583 0.00157723 0.00357572 0.015074 -0.0103631 -0.00023174 -0.00752716 0.00581215 -0.0229423 -0.0280132 0.00309034 9.80518e-05 0.0271418 -0.0015692
internal_weight=27.0186 12.7463 12.2892 14.2723 12.0015 11.5943 0.407241 0.306424 0.255173 0.194226 0.279684 0.137515 0.0512507 11.3146 2.41454 1.48256 8.90004 8.13346 1.15788 0.796065 0.931975 7.77374 2.4323 1.4731 1.04678 0.959197 5.34144 4.88299 0.283556 4.59944
internal_count=2900 1316 1294 1584 1272 890 382 360 88 85 52 78 272 838 130 87 708 682 76 54 43 665 132 75 56 57 533 512 64 448
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 1 0 0 0 1 2 0 2 0 1 2 1 2 2 2
split_gain=0.0039092 0.0236943 0.0386414 0.0152606 0.0607941 0.0154395 0.0197612 0.037075 0.0263029 0.0397046 0.0207184 0.017304 0.0129686 0.0129131 0.0314507 0.0285778 0.0213022 0.0347597 0.0264292 0.0698775 0.0374945 0.0302378 0.0325778 0.0729529 0.0662139 0.0641935 0.045264 0.0967375 0.056268 0.0650389
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 42.564639561200003 0.34744468730000005 42.654057868200006 42.674081447500008 42.686561923500008 42.773538294100007 42.871500973550006 42.898324343550009 43.022303514600004 42.406961525800007 0.32600820335000008 39.468990633150007 0.32144247180000002 0.47727612945000003 0.47778509625000004 0.47868327295000007 0.34479506600000004 42.102795028150005 0.47905751325000007 41.322103772800006 0.48661716715000009 0.3447052483500001 41.678468725050003 0.34512439750000007 41.289992964000007 41.21013581150001 41.134354310300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 -2 -5 -7 -8 -9 -10 -11 -12 -4 14 -1 -16 -15 -18 19 -19 21 -20 24 25 -23 -24 -26 28 29 -28
right_child=3 2 12 5 -6 6 7 8 9 10 11 -13 -14 16 15 -17 17 18 20 -21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.024605003389793129 -0.016184779782601355 -0.047632302381198401 0.010194909020110044 -0.022052917418285325 0.046773477706864117 0.031742766092717457 -0.053010042700725624 0.028423208689605146 -0.045182955406758166 0.042672109511957435 -0.029826165502110303 0.0016826215431817147 -0.018532894143412321 -0.011679980177710755 0.0059053949350628479 0.072902462638614482 0.019723268473663218 0.024377063608539962 0.033870212728793279 -0.060528170146533916 0.035253642886310672 0.044348434440427027 -0.04967888333416539 0.0067125764712165281 -0.023226309969888798 -0.009244668749927876 0.0003251567370308618 0.060606388512658121 -0.036822920630697163 0.049899430653149557
leaf_weight=0.11635466847005815 0.29088614970317017 0.27734547762835404 0.34534647570989563 0.28878540879588843 0.32444581233698955 0.21014663334770478 0.12655739631824747 0.34702965348648707 0.18751035939212712 0.12007063350529268 0.17987724824935281 5.6158380461879043 0.28834532420546566 1.5214219294604507 0.13235204948121293 0.12268430087715387 0.90643011382781224 0.16413164616096665 0.25218483980279138 0.23675287508012843 0.29991793541805911 0.34804380498826226 0.62289448523370117 1.3972534701865527 0.77682332461699743 1.0621774285391437 9.3974485894416837 0.27239153105944147 0.39418236875163692 0.27231147639759079
leaf_count=47 20 33 22 33 24 11 11 33 33 11 44 891 22 194 40 8 23 9 14 35 44 11 19 154 20 29 1022 7 21 15
internal_value=1.01518e-06 -0.000761858 -0.0165017 0.00190611 0.0170112 0.00059253 0.00155608 0.000591551 0.00164323 0.000120538 0.0015565 0.000704707 -0.00287695 2.1909e-05 0.0184783 0.0381341 -0.000360505 0.00068941 -0.000423929 -0.025766 0.000249062 -0.000460501 -0.0010558 -0.0101823 0.00139863 -0.0241914 5.35233e-05 0.00180311 0.000211536 0.00172122
internal_weight=26.8979 19.2068 0.911037 7.69115 0.615332 7.07582 6.78703 6.57688 6.45033 6.1033 5.91579 5.79572 0.633692 18.2958 0.371391 0.255036 17.9244 16.4029 15.4965 0.400885 15.0956 14.7957 14.5435 3.08233 11.4612 1.68507 11.1132 10.3363 10.0639 9.66976
internal_count=2900 1789 77 1111 44 1067 1034 1023 1012 979 946 935 44 1712 95 48 1617 1423 1400 44 1356 1312 1298 202 1096 48 1085 1065 1058 1037
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 1 0 2 2 2 2 2 1 1 1 2 1 2 0 1 1 2 0 1 2 1 0 0 0
split_gain=0.00415724 0.0256401 0.0452954 0.0228894 0.0311381 0.0156922 0.0365868 0.0327629 0.0589738 0.0315713 0.0310242 0.0862568 0.092959 0.0573718 0.048137 0.0693605 0.0573708 0.0321528 0.0233692 0.0282995 0.0211715 0.0307449 0.0223755 0.13568 0.0663389 0.0428519 0.0203183 0.0310639 0.0395452 0.0546774
threshold=0.54679500610000009 0.42067602765000006 0.40367054880000008 0.54317236010000014 40.036761086100007 0.39513787010000007 0.3982365797500001 0.52401125715000008 42.467547400400008 41.134354310300004 41.966555987550002 42.622319549950006 43.19689381845 0.40105086675000007 0.39904493880000008 0.40105086675000007 44.215931556700006 0.41753240920000007 45.33565396960001 0.53136133645000017 0.39024280710000009 0.38906020780000011 39.468990633150007 0.52401125715000008 0.39388042275000007 42.049402686800001 0.38733870245000007 0.51700547890000015 0.51401155655000019 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 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 20 7 -7 9 -9 13 -12 -13 -8 -14 -16 -17 -15 -18 -20 21 26 -22 -24 25 -25 27 28 29 -1
right_child=1 -3 -4 4 -6 6 10 8 -10 -11 11 12 14 17 15 16 18 -19 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00080445680799556645 0.017900221041849167 -0.0015797038690950099 -0.10311927918047913 0.038712295875148371 0.00099889803821523872 -0.10589424594459591 0.029190037760247825 -0.029303042537415128 -0.1019578939065756 0.070181965701185095 0.078520753730496495 -0.10561872213347914 0.09070928782834882 -0.062542223773106947 -0.10590601864581591 0.060030519634890714 -0.10276556630272474 -0.015354813584349087 -0.1004545419943494 0.029718047697589112 0.00342978478218443 -0.018931528315720439 0.098323510927354696 -0.10368754812049837 0.037268760321141021 -0.003506760272230756 0.024798018488792886 -0.027671941229876248 0.02555136664450891 -0.032402727569208152
leaf_weight=16.748701219382536 0.056897959422772676 2.9488000153531071 0.067757872685896031 0.36292126170445627 0.55178679782079598 0.064249928861499384 0.2245684696648842 0.070803046861442454 0.063935591202948672 0.058054411054854427 0.15535102831199765 0.080015080339510547 0.065808601677417755 0.20204509436442386 0.054544888436794281 0.14574251330805055 0.034558542488474675 0.50611681145460352 0.02283304240958639 0.062185714725274011 1.0431191966101714 0.84695001339969067 0.18177941448709045 0.083612247755809221 0.15865970362210646 0.087254876700967543 0.3392675913637494 0.39407965175780546 0.61874425424320989 0.51096941873856749
leaf_count=1123 37 975 51 27 40 5 21 35 31 13 12 9 2 39 3 25 22 40 56 17 53 23 19 17 10 25 21 62 28 59
internal_value=2.96591e-06 -0.00345763 -0.0478811 0.000451012 0.0159621 -0.000170623 -0.00910276 -0.0440503 -0.0234402 0.0155181 -0.00332133 0.0139958 -0.00752938 -0.0148516 0.0128211 -0.00320356 0.0179102 -0.0288178 -0.0334267 -0.00524172 0.000599106 -0.00029803 0.0118297 0.0289664 -0.00929357 -0.0525293 0.000549909 9.96917e-05 0.00071184 -0.000178636
internal_weight=26.8121 3.07346 0.124656 23.7387 0.914708 22.824 1.81081 0.257043 0.192793 0.128857 1.55377 0.621039 0.465688 0.93273 0.385673 0.319865 0.26532 0.708162 0.119577 0.0850188 21.0131 19.4587 1.55443 0.511306 0.329527 0.170867 18.6118 18.2725 17.8784 17.2597
internal_count=2900 1063 88 1837 67 1770 330 84 79 48 246 146 134 100 125 123 120 79 95 73 1440 1316 124 71 52 42 1293 1272 1210 1182
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 0 1 1 0 2 0 1 0 1 1 1 2 2 2 2 1 1 2 2 2 2 2 1 2
split_gain=0.00361124 0.0536681 0.0271708 0.0271313 0.0145356 0.0246877 0.102597 0.0805231 0.0141935 0.0377172 0.0133933 0.023445 0.0206277 0.0241083 0.0201997 0.0361153 0.0133296 0.0133237 0.0221253 0.0188561 0.0515948 0.0215449 0.0132408 0.0112482 0.045591 0.0351708 0.0458965 0.038676 0.0771005 0.0673796
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 50.065525775750011 0.54317236010000014 0.41985269900000005 0.54475913895000005 0.42194844465000009 0.41865513010000005 0.54017843775000018 38.386256906100009 0.55892039160000018 0.44751654140000008 0.56369569775000017 0.4323972336000001 0.43625939340000008 0.4211999641000001 38.771633980050005 39.039757512550004 39.468990633150007 40.580626202750004 0.44805544745000009 0.49091344570000006 40.79983011445001 40.337496327150006 40.21994457600001 39.945535567850008 39.420767558750008 0.34524415440000006 39.268993001500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 8 6 -6 -7 23 16 12 -12 -4 -14 -13 -16 -10 -17 -19 -20 21 -21 -15 24 25 26 27 29 -29 -1
right_child=1 2 10 -5 5 7 -8 -9 9 -11 11 14 13 22 15 17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00034893955755708811 -0.070868875459460787 -0.10165957797426645 -0.081577703706623816 0.027036388506789428 -0.063917471412107893 0.062496498868065978 0.038190390094906837 -0.004239639696252023 -0.01361230875054615 -0.0044078599816810213 0.027537992731857891 0.038948853884098938 0.060801325415947044 -0.10064386525356694 -0.066386635233629032 0.039247203561268096 -0.10122984715123536 -0.068865639646386242 0.030135300129210507 -0.011464891678782927 0.00080081031578254052 -0.1035954298846868 0.026106536875950742 -0.001678589953565404 0.019527607681715582 -0.020844840586008211 0.026932845128854778 0.018847517439823835 -0.028766101608273854 0.042758207718991054
leaf_weight=4.4467417418256829 0.11311581209108545 0.0505924511186161 0.04882054322272758 0.024224537899954157 0.18261153841802868 0.29727598768658936 0.2134015140098029 0.46144635396376543 0.024063115706665861 0.42778002611021293 0.32974820436470542 0.1192481271355067 0.035768124939750116 0.023006662124087869 0.087135505804326718 0.080482006117353566 0.06236404235608406 0.048644854349610855 0.18076019658332132 0.039857072086306178 1.5577785263594153 0.06989455726044902 0.012842104353662481 12.952695002274634 1.3976615997191855 0.73857430098632892 0.67289777788768379 0.49238645934383374 1.0995452944691804 0.40910007781349111
leaf_count=417 34 51 74 13 16 18 27 28 5 28 41 11 8 95 8 20 84 16 29 6 468 54 113 1010 71 23 46 20 54 12
internal_value=1.54079e-08 -0.00338297 -0.000564855 -0.0599899 0.00039981 0.0113447 -0.0088941 0.0219083 -0.000156368 -0.0165814 0.00112308 0.00268398 -0.0314531 0.0027163 -0.00106891 -0.00338033 -0.0768353 -0.000603935 -0.00229471 -0.000542645 -0.00386813 -0.0701376 -0.0552381 0.000223911 0.00288598 -7.35123e-05 0.00208094 -0.000512633 -0.0140392 0.00392188
internal_weight=26.7005 2.82192 2.7088 0.074817 23.8785 1.15474 0.396013 0.758722 22.7238 0.514207 2.63399 2.51355 0.120437 0.0716169 2.1838 2.06455 0.0864272 1.97742 1.89694 1.84829 1.66753 0.109752 0.0358488 22.2096 9.25691 7.85925 7.12067 6.44777 1.59193 4.85584
internal_count=2900 1041 1007 64 1859 89 43 46 1770 117 943 653 290 216 612 601 89 593 573 557 528 60 208 1653 643 572 549 503 74 429
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 2 2 0 0 0 2 0 0 1 0 1 0 1 2 0 0 2 0 0 0 1 0 2 0 1
split_gain=0.00424878 0.023003 0.0224909 0.0474551 0.0335438 0.0265554 0.03663 0.0213377 0.0154625 0.0773836 0.10969 0.0499288 0.0439627 0.0699052 0.0996316 0.0404698 0.0766562 0.070088 0.0771819 0.0592022 0.0570863 0.221048 0.0609285 0.0509446 0.0499088 0.0533668 0.0383433 0.0257675 0.0481682 0.0386874
threshold=42.487106141350004 0.57600071855000012 42.428475018400007 42.406961525800007 0.47536001915000009 40.922041107600009 40.823855932350007 0.59014700160000022 0.48543456785000005 0.48218616210000004 41.093509583400007 0.48181192180000004 0.48759019190000008 0.34632196640000007 0.4942366995000001 0.34581299960000006 0.47943175355000006 0.34515433670000012 41.726652433350004 0.48077901860000011 0.47760546090000006 41.169697216150006 0.47715637260000004 0.47868327295000007 0.47760546090000006 0.35675578575000005 0.4755546241000001 38.938637541200009 0.47305469895000007 0.32600820335000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -6 9 11 -11 15 -10 -14 -15 17 24 20 19 23 22 -22 26 -19 25 -17 27 -1 29 -29
right_child=-2 2 -4 -5 7 -7 -8 -9 12 10 -12 -13 13 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.015826757914451619 0.0019911882477587758 -0.10076382350712632 -0.10513871248265005 0.10100737222692102 0.092277678481829717 -0.10224058354284792 0.096160843113470895 -0.026804760965297349 0.02240400339276187 -0.0014042623679249838 -0.063376588951898447 0.031395383721836367 -0.040880285295897184 0.053339504472889744 -0.00026078509553423241 -0.10199318915709357 -0.050553544786850459 -0.0038867897398453346 0.044249169942244183 -0.028967514236377084 0.0061043029684313358 -0.083257064251997234 0.039148938375809267 0.042148555997373771 0.057635727688709552 0.02218669714684034 -0.028675858793966336 0.020491593384445964 0.055967041274795327 -0.041400920463274142
leaf_weight=0.38107350217968405 7.6230148505209554 0.018534453829437469 0.035309291200746884 0.028519928455352783 0.025255007609560898 0.079394829777349685 0.019262549205450341 0.037227433074173477 0.96065364463720371 0.67744202452048774 0.49378974198771175 0.4815216969548145 0.40129748906474461 0.35994668649072892 9.485321510006349 0.056064124182558572 0.43828725198636675 0.56263165200940146 0.63826330115557528 0.42290928051806986 0.78593360241939059 0.42731774323783611 0.36448629060760129 0.41971694916719571 0.14350517512502847 0.090425323737424068 0.51206766111317836 0.27671139820449042 0.21255841152742505 0.15903929568628428
leaf_count=107 1111 106 6 1 14 20 2 259 23 23 23 12 10 21 785 21 17 38 39 12 36 24 9 17 11 39 23 53 8 30
internal_value=-3.15093e-06 -0.000803535 -0.0313413 -0.0188254 -0.0378467 -0.0693962 -0.00040478 0.0213276 -0.000406966 -0.00390709 -0.0275317 0.000434983 0.00194902 3.12877e-05 0.00169886 -0.00209568 -0.0241635 0.00101734 0.0154124 0.00231488 -0.00841353 -0.0253696 0.00238007 0.0157822 0.0157213 -0.0253392 -0.00631418 0.00480967 0.0169397 -0.0020978
internal_weight=26.6175 18.9945 0.243503 0.208194 0.179674 0.117192 0.037797 0.0624824 18.751 7.54374 1.17123 6.37251 11.2072 10.2466 9.84527 5.89099 0.728282 5.16271 2.04352 1.40526 3.11919 1.21325 1.90594 0.982349 0.289995 0.146489 1.54145 1.02938 0.648309 0.435751
internal_count=2900 1789 408 402 401 128 108 273 1381 542 46 496 839 816 806 484 88 396 106 67 290 60 230 55 71 60 221 198 91 83
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 0 0 0 2 2 1 2 2 0 0 2 1 0 2 2 0 2 2 2 2 1 1
split_gain=0.00365625 0.02685 0.0191499 0.0173655 0.0315536 0.0179475 0.00977565 0.017123 0.0152367 0.0132576 0.0145367 0.00769729 0.00977668 0.0166151 0.00565221 0.0245406 0.0915247 0.0117918 0.00668251 0.0200648 0.0100558 0.00746632 0.0135101 0.0280331 0.0204994 0.00858157 0.0431389 0.0262716 0.0225071 0.00662733
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 0.31810424840000007 36.072790850000011 35.818873074050011 0.50041914915000019 0.51700547890000015 0.52029879345000019 34.394321486900004 30.509590007400003 0.43166372265000008 37.186372654950006 37.572218886150004 0.51700547890000015 0.5025747732000001 38.052786106700005 0.39458399450000009 0.54910032635000017 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 39.268993001500007 39.420767558750008 39.56957118270001 0.39051226010000012 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -6 -10 -11 12 -12 -14 17 16 -16 -2 19 -17 -21 -20 23 -23 29 28 -27 -28 -26 -24
right_child=14 -3 -4 4 6 -7 -8 -9 9 10 11 -13 13 -15 15 18 -18 -19 21 20 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.026715596405846316 0.0094891563326097543 0.055008742286234029 -0.04948624451209583 0.10040809332631467 0.10029542363943787 -0.033032521658152118 0.066810220192868697 -0.065890375421135322 -0.025908424272789513 0.10046680494410427 0.08247680852220407 0.044660366528579257 -0.10095490495263237 0.043277188659470833 0.095773825687802988 -0.026541977020590926 -0.023350520139406652 -0.013520886748316391 0.015194400023238762 -0.0059816711916398386 0.055765278315629718 -0.037663538131266452 0.028127256353674246 0.016241209565354835 -0.024297503952534626 0.030575994245606631 -0.017805523374769219 0.00017614181764340092 0.0025324398870534325 0.0072336467611250708
leaf_weight=0.072751289944333331 0.30767553593139541 0.1003242977892338 0.071409489867428233 0.043569116372964345 0.018056959612295032 0.16273361989573454 0.025582690671813069 0.032237376628679315 0.08085210321746672 0.021991688758134842 0.0074652471027178138 0.031688494257223782 0.020258579369812679 0.013185103264666986 0.11799566523404958 0.29261101183812577 0.14225167398510141 0.80650387738958984 0.31919141019265396 0.053744200698424116 0.051790587640198393 0.26511603059702693 0.3202859370358081 0.15166697173091137 0.52294621315377543 0.45489535531669645 0.8468008980958811 20.062086870305549 0.77756806622219443 0.28861659619626323
leaf_count=19 20 12 24 6 3 88 11 18 20 2 77 51 15 62 9 29 39 64 48 12 31 34 19 26 19 24 36 2012 41 29
internal_value=-5.98791e-06 0.00711405 -0.000870574 0.00567506 0.0218449 -0.0145738 0.00822506 0.00158558 0.0128273 0.00382478 0.0292399 0.00766337 -0.0209949 -0.0440917 -0.000199886 0.000114793 0.0306602 -0.00716677 -0.000210903 -0.0130601 0.0243203 2.17659e-06 -0.000202519 -0.0180476 0.000117057 -0.000369402 0.000110697 -0.000552108 -0.00825607 0.0182238
internal_weight=26.4839 0.702106 0.601782 0.530372 0.294887 0.235485 0.251318 0.225736 0.193498 0.175441 0.0945891 0.0725974 0.0409089 0.0334437 25.7817 24.6676 0.260247 1.11418 24.4073 0.398146 0.105535 24.0092 23.69 0.416783 23.2732 22.6643 21.3638 20.9089 1.30051 0.608903
internal_count=2900 408 396 372 265 107 259 248 230 227 207 205 154 77 2492 2408 48 84 2360 72 43 2288 2240 60 2180 2132 2072 2048 60 48
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 1 0 2 1 2 0 0 0 0 1 0 0 2 2 1 1 2 2 1 2 0 2 0 1
split_gain=0.00359778 0.0361841 0.0173964 0.044261 0.0185074 0.0172482 0.0373867 0.112535 0.0621524 0.0217962 0.061566 0.01624 0.0616392 0.0171745 0.0238983 0.0455558 0.0196227 0.0275708 0.0168265 0.0156229 0.0863414 0.088393 0.0339536 0.041284 0.0249518 0.0202591 0.0127239 0.0215528 0.0264933 0.0388157
threshold=39.211875820650008 39.134693790050008 0.34193587020000005 37.360990606650006 0.34307356065000005 39.788107623550012 0.34524415440000006 0.50356276755000018 39.646013290900008 0.39024280710000009 39.468990633150007 0.47778509625000004 0.47868327295000007 0.48661716715000009 0.49850303880000008 0.36501901140000009 0.49967066855000003 0.5025747732000001 38.175120519550006 40.21994457600001 0.39135055835000004 0.41985269900000005 40.305698932850007 40.496232821400007 0.39388042275000007 40.036761086100007 0.56167480015000015 39.091773401050006 0.56276758185000009 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -8 9 -9 -11 18 -13 -14 -15 -16 -17 -18 -6 20 25 -22 -21 24 -24 -7 -19 28 -28 -30
right_child=5 -3 4 -5 11 19 7 8 -10 10 -12 12 13 14 15 16 17 26 -20 22 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00034230512659436628 0.016572077866102229 0.043800951798638445 0.039619682921676412 -0.10195569503401217 -0.038530961834830874 0.016414146633115665 -0.071505793975104218 -0.031331636336006365 0.031233758342367326 -0.033656179396586897 0.040249763989863366 0.10062968799201499 -0.039686715796552946 0.027636608019903044 -0.052955901047957769 -0.035244329994562965 0.040452213104719338 0.0034191965427886567 0.005612936242434358 -0.023094637164330623 -0.076841706331072193 0.014262056778559427 0.051971558613611038 -0.00038307611588557657 0.0061333376289929211 0.047486252002660649 -0.10430565911698038 -0.080837228109334511 0.046419718681461886 -0.045158728656330173
leaf_weight=0.16626309894803526 0.44212599775346761 0.20271951218558104 0.1271457066759466 0.057757974187211403 0.2019671710408496 0.51167119098774339 0.30035373752548356 0.50809681445753063 0.36775709985147387 0.25703318177085066 0.20074782893226484 0.063283790936110917 0.1003554602938056 0.337653664977552 0.15649021591525514 0.13424956566086699 0.19275745761115137 2.8155865111917211 0.15083586748653488 0.63586874708976537 0.18905819877670638 0.24387941958407211 0.24225198450176577 16.987121917249272 0.23294426922434752 0.35571206856593562 0.024344406832824295 0.047200681359299779 0.10631958738374048 0.081963109885053009
leaf_count=69 18 12 5 19 52 27 19 12 25 31 15 6 13 27 13 5 10 269 10 24 21 37 25 1784 23 23 2 5 63 236
internal_value=-1.8473e-06 0.00242362 0.000662977 -0.0265407 0.00200526 -0.000562836 -0.00922582 -0.0162062 -0.00375198 -0.0170728 -0.00124667 0.000921533 0.00270974 0.00115936 0.00221134 -0.000200894 0.00222551 0.00376469 -0.0196579 0.000364315 0.0109517 -0.0255218 -0.00039637 0.000430159 0.0295014 0.0291568 0.00146523 -0.0197087 -0.00613884 0.00655384
internal_weight=26.4415 4.96689 4.76417 0.224021 4.54015 21.4746 2.07611 1.63399 1.33363 0.965878 0.457781 4.41301 4.0602 3.99692 3.89657 3.55891 3.40242 3.26817 0.352803 19.3985 1.30032 0.432938 18.0982 17.4623 0.475196 0.867383 3.07541 0.259828 0.212627 0.188283
internal_count=2900 816 804 88 716 2084 120 102 83 58 46 711 649 643 630 603 590 585 62 1964 108 58 1856 1832 48 50 575 306 301 299
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 0 2 0 0 2 2 0 1 1 0 0 1 1 1 2 1 0 2 2 0 2 2 2
split_gain=0.00357738 0.0203957 0.0563123 0.0168698 0.0308587 0.013258 0.00912322 0.0131195 0.00895847 0.0900291 0.0173834 0.0126133 0.010098 0.0365345 0.0279901 0.0488025 0.0382044 0.0152743 0.0322755 0.0410193 0.0300675 0.0103367 0.0337295 0.19474 0.112249 0.0520578 0.0106528 0.0175704 0.00849886 0.0131101
threshold=43.740100730350001 44.015822920550008 0.34527409360000011 44.086690780350004 44.157169339850007 43.542456167850005 43.368902217050007 0.48607826115000008 44.758188263300006 0.47760546090000006 0.47976108500000009 45.154229826150008 47.480720532750006 0.47905751325000007 0.43967246490000006 0.41640968835000008 0.48607826115000008 0.61802041855000012 0.44922307715000004 0.48544953745000008 0.5024400467000002 48.461603274950008 0.31123319660000009 0.39672464895000009 48.988717865950008 50.065525775750011 0.47648274005000008 50.264779514000004 43.245737185650007 43.124157941850008
decision_type=2 2 2 2 2 2 2 2 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 6 28 -8 9 -6 -11 -10 13 -13 15 16 -15 18 21 -20 -19 -14 -23 -24 -25 -26 -27 -28 29 -1
right_child=1 3 -4 4 8 -7 7 -9 11 10 -12 12 17 14 -16 -17 -18 20 19 -21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.00051321703863203383 0.06959811769324388 -0.031182745867533404 0.0016472152404652203 0.047780112807836894 -0.10534357699965682 -0.020811188939747503 -0.0023336262858876431 0.042333346937431925 0.024750716283017751 0.039730875170956581 -0.012844679540768171 -0.102826356667471 0.018992821212968934 0.1004678012928692 -0.026851189890388479 0.095504763138849411 -0.10062727534861729 -0.10127061243300187 0.091774484766897063 -0.00056520567582332357 -0.0015098223196327051 0.0084878851272750504 -0.112883518725721 0.042174698908098919 -0.10524595857221189 0.10046200916016185 0.052304623960312005 -0.10036793447426179 -0.018204634909346987 0.020291585475388101
leaf_weight=21.101822540109399 0.16424459208815445 0.16845460025069803 0.47370442414739955 0.13668683744981569 0.084715788151143667 0.31689659968520345 0.14273672542052196 0.1219291423195159 0.20859758000798967 0.12771597504615784 0.12389339070818983 0.043132406263794443 0.24716009431898633 0.0133866798132658 0.19600904995326118 0.060783635812185821 0.03210432801290608 0.041762820820622326 0.090678344591196836 0.10247099967295981 0.10923202147500888 1.0176766627748746 0.16956802859203879 0.34625116446204629 0.096044076326340821 0.013222502544522285 0.019636251032352448 0.012234823198980838 0.26586210365739305 0.30729759370632947
leaf_count=2053 23 11 43 11 28 44 22 22 33 3 46 28 31 1 41 9 64 15 15 46 74 23 5 25 32 1 2 72 33 44
internal_value=-3.24664e-06 0.0027114 0.0191417 -0.000316741 0.00126224 -0.00050325 -0.000209922 0.018244 -0.000752282 -0.0161789 0.0138425 0.00108759 -0.000802641 -0.0167298 -0.0044448 0.0368807 -0.0414508 0.00162527 0.00381903 0.0427858 -0.0291021 -9.73132e-05 -0.00291484 -0.0205785 0.0115354 -0.0636316 0.0250023 -0.00630406 -0.000435257 -0.000214594
internal_weight=26.3559 4.09937 0.637949 3.46142 3.29296 22.2565 21.9396 0.264666 3.15628 0.336325 0.251609 2.81995 2.61135 0.345416 0.302284 0.106275 0.045491 2.26594 2.11494 0.193149 0.150995 1.92179 1.67463 0.656957 0.487389 0.141138 0.0450936 0.0318711 21.675 21.4091
internal_count=2900 682 66 616 605 2218 2174 44 594 77 49 517 484 143 115 74 65 341 252 61 89 191 160 137 132 107 75 74 2130 2097
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 1 0 2 2 2 2 2 1 1 1 0 2 2 1 1 2 0 2 0 2 1 1 0
split_gain=0.00334103 0.0335483 0.0254295 0.0333746 0.0141136 0.0145241 0.0160025 0.0202073 0.0119551 0.0238212 0.00522475 0.013078 0.0138676 0.0196579 0.0250837 0.0306891 0.0265162 0.0312479 0.0170913 0.0112307 0.0247581 0.0631376 0.0156328 0.03589 0.0222515 0.0109426 0.0107751 0.0107018 0.00900921 0.00748745
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.3972336157500001 50.065525775750011 50.666627092000006 51.307674290650006 0.50525433370000017 0.61532588845000014 51.779769178100004 48.852845034800005 48.461603274950008 47.833738492450003 45.673096293200011 0.37482410710000008 0.43967246490000006 0.41808628485000005 0.48607826115000008 45.027406014450008 44.421469061800003 0.34491482290000003 0.35759408400000009 43.740100730350001 0.47778509625000004 44.015822920550008 0.39672464895000009 43.542456167850005 0.46128858420000007 0.3465914194000001 0.48077901860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 -6 -7 8 9 -8 11 12 13 18 -15 16 17 -16 19 22 -21 -22 26 -24 28 -12 29 -17 -25 -1
right_child=1 2 3 4 5 6 7 -9 -10 -11 25 -13 -14 14 15 27 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033531449150011067 -0.10274440478673837 -0.10167090643108526 0.10124568192361055 -0.06213743160053288 0.040857014076663339 -0.10131832986937928 0.055363588910088739 -0.10045492523567889 0.095085074395988178 -0.10141618860211471 -0.0025895690168576228 -0.017471603676731756 0.021359581029288231 -0.10259715913103884 0.10042308782172581 -0.069120290774073806 0.092622765433354223 -0.1005135883248528 0.029088766348306025 0.029604484437762098 -0.10519095702196923 0.0094788631432060552 0.046594793540121054 0.0021024005468657744 -0.017847115322735432 0.016916736327305736 -0.018787565955223611 -0.013836665670197113 0.027874587453170247 0.0008899002711357175
leaf_weight=5.5764776748747726 0.03483806658848454 0.021784832584671676 0.035100836306810379 0.034986788584467021 0.073934101701553345 0.018645637162421735 0.026754461989185074 0.015327779614381143 0.018492759045329876 0.015195730552595599 0.60429452135576756 0.43042765985955966 0.3033647996999197 0.038185889548457363 0.01211788784712553 0.071551975084730657 0.040046649926807731 0.021418947127102683 0.20219502192594418 0.07237816443318279 0.082917819533349757 0.11407614522965859 0.23297725745646036 0.27218187530525029 0.33448385663344027 0.54873454215703532 0.31597868421439557 0.068574560000229212 0.27037981886223861 16.360345066292773
leaf_count=616 22 3 1 30 32 22 11 22 4 72 7 22 33 34 1 7 4 49 44 13 11 42 42 8 38 38 44 37 33 1558
internal_value=-6.9876e-06 -0.0105881 0.00174958 0.0111986 -0.0043457 0.00766464 -0.0183271 0.00209533 0.0281011 -0.00142717 0.000113216 -0.000192479 0.000112462 -0.000155144 -0.0279443 -0.0146052 0.0376885 -0.027909 0.000138548 -0.000109147 -0.0204111 -0.0387874 0.000124933 0.0117069 0.00243931 0.00669362 -0.000452803 -0.0420658 0.0149457 -0.000188708
internal_weight=26.2682 0.295061 0.260223 0.238438 0.203337 0.16835 0.0944164 0.0757707 0.060443 0.0419502 25.9731 24.8201 24.3897 24.0863 0.251896 0.21371 0.0735835 0.0335368 23.8344 23.6322 0.269372 0.196994 23.3628 1.11002 0.877046 1.15303 22.2528 0.140127 0.542562 21.9368
internal_count=2900 219 197 194 193 163 131 109 87 83 2681 2636 2614 2581 132 98 54 50 2449 2405 66 53 2339 121 79 45 2218 44 41 2174
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 2 2 1 0 0 0 1 1 2 2 2 1 0 0 2 2 1 2 0 2 0 1 2 0 2
split_gain=0.00333607 0.0335563 0.0538428 0.023298 0.0202918 0.0601864 0.0154722 0.0152068 0.0180119 0.0189749 0.0258148 0.01324 0.0752656 0.0342829 0.0782138 0.0508345 0.0527562 0.0132198 0.0130923 0.0113299 0.0110734 0.051925 0.0491084 0.05426 0.0464677 0.049222 0.0350669 0.0389931 0.103252 0.0222278
threshold=0.54585192060000021 0.42019700010000005 0.40367054880000008 0.4211999641000001 0.54317236010000014 39.945535567850008 38.703421923500009 0.42829556000000008 0.54910032635000017 0.55892039160000018 0.56369569775000017 0.41865513010000005 0.42019700010000005 40.660558922250004 42.622319549950006 43.19689381845 0.42552618185000007 0.55240861050000023 0.62143349005000015 33.680680957850008 41.093509583400007 0.43590012275000006 41.169697216150006 0.55754318735000019 40.878805547300004 0.56704889075000009 0.43887907550000005 39.468990633150007 0.57507260265000015 41.590548329450009
decision_type=2 2 2 2 2 2 2 2 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 -10 -11 -1 -13 -14 -15 -16 -17 -8 19 -12 24 -22 -23 -24 25 -19 -27 -28 -29 -25
right_child=1 3 -4 6 5 -7 17 8 9 10 18 12 13 14 15 16 -18 20 -20 -21 21 22 23 29 -26 26 27 28 -30 -31
leaf_value=0.00022910387868829005 0.02502650641325499 0.059526209104214814 -0.10271693198290217 -0.10410591796968556 0.057072155195253077 -0.0030438373736150172 -0.020509036915179205 0.10040779215664253 -0.10158562277742203 0.037938372493437227 0.037885192211267134 -0.10530319177499846 -0.034059378686117525 0.078480132430572336 -0.10625161345930122 0.080219411160912607 -0.10054212797087397 -0.021064626097356522 0.032262552678558619 -0.10083930297138916 -0.076319793846985937 -0.10251758638975689 0.073981776518617703 0.042877969913604298 0.073019449994784741 0.10071957561865928 0.060219339119393138 -0.10363833862123412 0.060749108870030932 -0.004336706730175938
leaf_weight=21.850811988256122 0.055136092043795076 0.062563807365222934 0.082165880570642585 0.024266664736438126 0.24663744852472191 0.51281130383426898 0.28829992896498868 0.011683321557939053 0.028642708789833535 0.05634192193247145 0.0068903947479908847 0.079742745190742204 0.17180500836889223 0.12918453389647766 0.053445247003326202 0.049961557546339463 0.023855004770820476 0.40051924931958693 0.013115610059177121 0.040443874853409473 0.09047505903993136 0.043906782785954612 0.1052513715376332 0.10838760585776253 0.10695517767513962 0.059440480545163155 0.11346778157808757 0.072594216921970656 0.080665515736589199 1.2455573589026405
leaf_count=1653 38 7 55 7 21 34 26 1 25 12 51 7 21 9 7 7 66 46 116 97 20 8 11 25 20 3 41 12 63 391
internal_value=-8.78789e-06 -0.00309102 -0.0514192 -0.000848877 0.000404088 0.0164793 -0.00215278 -0.0304299 -0.0190508 -0.0286473 -0.0107595 -0.000141931 -0.0161016 0.000508247 0.0236667 -0.0319749 0.0218034 -0.000263998 -0.0561481 -0.0806453 0.00214066 -0.00274461 0.00168404 0.00481944 0.0114793 0.00242168 0.0312618 0.015783 -0.0171159 -0.000557022
internal_weight=26.215 3.09677 0.137302 2.95947 23.1183 0.759449 2.89691 0.181384 0.157118 0.145435 0.116792 22.3588 0.507994 0.428251 0.256446 0.127262 0.0738166 2.71552 0.0604499 0.0473343 2.42722 1.59358 1.5031 1.4592 0.833642 0.726687 0.326168 0.266728 0.15326 1.35394
internal_count=2900 1075 93 982 1825 55 975 309 302 301 276 1770 117 110 89 80 73 666 264 148 640 455 435 427 185 165 119 116 75 416
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 2 1 2 1 0 1 1 0 0 0 1 1 1 0 2 1 1 2 2 1 1 2 2
split_gain=0.00352956 0.0322518 0.0148281 0.0323008 0.0937083 0.0498305 0.0168222 0.0537318 0.014328 0.0411671 0.0154196 0.0129323 0.0302818 0.0175487 0.0695028 0.0390113 0.0347704 0.0290628 0.0532506 0.131579 0.055328 0.0200956 0.0181844 0.0180555 0.0138215 0.0124809 0.0735971 0.0735615 0.0284589 0.0356848
threshold=39.211875820650008 39.134693790050008 39.788107623550012 0.34524415440000006 0.50356276755000018 39.646013290900008 0.39024280710000009 39.468990633150007 0.34193587020000005 37.360990606650006 0.34307356065000005 0.47778509625000004 0.36000419150000007 0.36927038110000004 0.50749977545000013 0.51484985480000012 0.51700547890000015 0.38733870245000007 0.38991347565000006 0.39024280710000009 0.52215502530000013 39.091773401050006 0.45393850480000009 0.46208197360000008 38.175120519550006 40.21994457600001 0.39135055835000004 0.41985269900000005 40.305698932850007 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 -6 -8 9 -1 -10 24 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -22 -24 -12 26 -4 -28 -27 -30
right_child=2 -3 25 4 5 -7 7 -9 10 -11 11 12 13 14 15 16 17 18 19 20 21 -23 23 -25 -26 28 27 -29 29 -31
leaf_value=5.5659829593692845e-05 0.01530948183965612 0.042065905925372911 0.026613483579152303 -0.066758678532017141 -0.02833131159021713 0.027815881933010614 -0.032216678692419273 0.037671490736674446 0.036530616298978184 -0.10176218342026311 -0.034679771538337255 0.035245015779246762 -0.0093014852287257015 0.084203856413804096 -0.072770413434693676 0.070652864585076164 -0.051106389576600852 0.045087411913257588 -0.0969213229422832 0.087913369017198942 0.0069364129192978005 -0.040882199067789463 -0.10083213227412172 -0.0030052378946913323 0.0054163724724791765 -0.021192212031691332 -0.072871142940567152 0.011863816805947773 0.027638491484418416 -0.00038156457822290812
leaf_weight=0.16627648387451088 0.44078135014570152 0.19682728194749177 0.85794597728335442 0.28949780484981591 0.50710862416235591 0.35960574636510501 0.25215528635970941 0.19514296471088244 0.12545783631503571 0.052169271119055338 0.19996234966098292 0.26508126141561605 1.2673768664965552 0.10647365567638223 0.068465959356217687 0.075317070768733507 0.10004004746406314 0.27525752324436359 0.1355021056069744 0.077650341539083345 1.4585612364226059 0.10460476086564074 0.031647075643641297 0.046717199306591274 0.15080831720464616 0.63420131251023448 0.17968162974545976 0.23836959012505154 0.46715605343930633 16.791916497165115
leaf_count=69 18 12 50 19 12 25 31 15 5 19 52 29 46 14 18 6 15 16 6 5 246 8 37 203 10 24 21 37 48 1784
internal_value=-1.06657e-05 0.0024071 -0.000569611 -0.00866556 -0.0152559 -0.00390908 -0.0158626 -0.00172654 0.000748868 -0.0242605 0.00196591 0.000972106 0.0025817 0.000271312 0.00516292 0.00161759 0.00382687 0.00156983 0.00404395 -0.0020474 0.00543036 0.00152862 0.00441514 -0.0425122 -0.0174411 0.000293775 0.009849 -0.0245559 -0.000387623 0.000376862
internal_weight=26.1178 4.9042 21.2136 2.04429 1.60351 1.31401 0.954407 0.447298 4.70737 0.218446 4.48892 4.36347 4.0127 3.74761 2.48024 2.37376 2.3053 2.22998 2.12994 1.85468 1.71918 1.64153 1.53693 0.0783643 0.350771 19.1693 1.276 0.418051 17.8933 17.2591
internal_count=2900 816 2084 120 102 83 58 46 804 88 716 711 649 620 574 560 542 536 521 505 499 494 486 240 62 1964 108 58 1856 1832
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 0 0 0 2 2 1 0 1 1 0 0 1 2 2 1 2 2 0 2 0 0 2 2 0
split_gain=0.00362079 0.0488818 0.0209367 0.0237108 0.0609611 0.0408142 0.0129822 0.045561 0.04347 0.101671 0.0563562 0.0452415 0.04041 0.0370875 0.0446012 0.0291892 0.0224099 0.0225309 0.0298028 0.0477891 0.0243499 0.0179473 0.0245023 0.065857 0.0156428 0.0175619 0.0120028 0.0118554 0.0101943 0.0608912
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.34524415440000006 0.5089817670000002 39.646013290900008 0.54279811980000015 0.54384599265000022 0.52266399210000014 38.828362408050005 39.039757512550004 0.38780276035000005 0.52772372085000019 0.40367054880000008 0.42067602765000006 0.50579323975000012 0.54585192060000021 0.46208197360000008 38.771633980050005 38.703421923500009 0.46613873835000008 38.592454371550012 37.020641110850008 0.47778509625000004 37.797539186950011 0.52975958800000011 0.56369569775000017 37.272044000450002 40.21994457600001 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 10 12 11 15 -10 -9 -15 21 -16 18 19 26 -19 22 -1 -24 25 -14 -18 -22 29 -4
right_child=2 -3 28 4 5 -7 7 13 9 -11 -12 -13 24 14 16 -17 17 20 -20 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00022988444163501602 0.0081479867617033665 0.033597423017328598 0.02260932277837013 -0.061939276141369543 -0.025882425778845371 0.020226776682736688 -0.091324216961709531 0.085159626234529148 -0.046133391604609358 0.068653435765338097 -0.025856209461568233 0.050182990661762739 0.023817977659771589 -0.10313711013085494 0.060735804230278662 -0.026194344507552376 -0.0078405370597237883 0.073398381059186668 -0.060812758724027076 0.10137812783406688 0.029254784437885803 -0.018512732874554513 -0.0037363486840514045 0.060356968876549323 0.034227724553598925 -0.052028299776729715 -0.074501245600846477 -0.10106670752065137 -0.0003485691892891163 -0.026411938248142003
leaf_weight=1.2371122269160046 0.41235452450928534 0.45666301877645299 0.90967138276045101 0.26190519225258391 0.45025698322073993 0.33465364513619988 0.068124509532935473 0.042463798425160348 0.16393712421433893 0.29759739667497342 0.84564940912241571 0.19432065182762048 0.064501379354624078 0.048669020820927389 0.050020066284560016 0.36156592710176472 0.12054688401833502 0.056564141559192621 0.12367681659088703 0.038731586188077927 0.013034437707193619 0.29387482026501732 0.37463002650054011 0.28023853874765337 0.18041394160536584 0.057961463680157976 0.034811491823835694 0.015029328688889509 17.891040523527 0.35121905838552969
leaf_count=148 16 24 63 17 28 23 6 5 46 12 14 28 9 24 7 36 42 14 21 1 142 23 34 25 20 33 80 58 1856 45
internal_value=-1.10237e-05 0.00228883 -0.00061582 -0.0121625 -0.020163 -0.00622336 -0.00059171 -0.0142331 0.00132566 0.0229771 -0.00328788 0.00367299 -0.00614198 -0.00457098 -0.0121751 0.000125146 -0.00238976 -0.0102366 -0.022448 0.00199847 0.0356156 0.0044787 0.00804987 0.0236912 0.015504 -0.0120799 -0.0227773 -0.0405379 0.000263911 0.00895453
internal_weight=26.0312 5.42014 20.6111 1.45917 1.04682 0.784911 4.96347 0.611672 4.3518 0.764411 3.58739 2.74174 0.466814 0.543548 0.501084 2.54742 0.452415 0.402395 0.317767 0.19409 0.0846279 2.18586 1.89198 0.654869 0.302877 0.122463 0.155358 0.0280638 19.1519 1.26089
internal_count=2900 852 2048 84 68 51 828 400 428 120 308 294 108 394 389 266 365 358 144 123 214 230 207 59 62 42 122 200 1964 108
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 0 0 2 1 0 0 2 2 1 0 1 1 0 1 2 1 1 1 1 2 2 1
split_gain=0.00366164 0.0278799 0.0537124 0.0372325 0.0182018 0.0152421 0.0157359 0.0294618 0.0196711 0.00969375 0.0108008 0.0209981 0.00936128 0.005188 0.00410345 0.0205486 0.0310108 0.0190926 0.0122826 0.0431915 0.0635107 0.0209911 0.0122618 0.0500252 0.0124964 0.0910052 0.0885766 0.139977 0.076275 0.0458831
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 36.072790850000011 0.37852160115000005 0.37982395740000008 0.52161611930000007 0.52877159370000015 0.54317236010000014 0.49850303880000008 35.337501601400007 0.34392682850000006 0.56793209785000009 0.56859076075000015 42.487106141350004 42.297164883650005 0.39513787010000007 0.4901499955000001 0.32600820335000008 0.31810424840000007 0.41254752850000004 0.34307356065000005 42.564639561200003 0.34744468730000005 0.34744468730000005 0.35394149875000008 0.34581299960000006 42.929886289700008 42.852084787850011 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 3 -3 9 -4 -6 -7 -8 -9 10 11 -1 -10 -14 15 18 17 -17 19 20 -2 -20 23 -16 26 -26 28 -28 -24 -30
right_child=14 2 4 -5 5 6 7 8 12 -11 -12 -13 13 -15 22 16 -18 -19 21 -21 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=0.018139619482945183 0.049873130230973367 -0.063095884840741315 0.081301823110838445 0.090789541971978055 -0.1010889046140995 0.043229963922364535 -0.10153329162219776 0.053079770915689856 -0.10051275047428168 0.044997598990487962 0.026150051597269072 -0.073187194798537705 0.090250694207313797 -0.10003788494738189 -0.014424471536124903 -0.011350179407070518 0.013110403826022131 -0.046659803889692986 -0.027944103611778993 0.053368818928436472 -0.10458077747343726 -0.00013951886174355072 -0.050352511077403829 0.043144018712367213 -0.051369271612476508 0.0023764606870010059 0.077550303962563572 -0.0089617983903482207 0.0061257122079029841 -0.03447151438020242
leaf_weight=0.055662795368817242 0.0524277703330992 0.13021883671171963 0.036897177864375408 0.074620800531590703 0.012708321213722229 0.087320088781098093 0.028214393592790543 0.051184302204092091 0.015999097338136758 0.059257515647914261 0.078873486948225491 0.045965720150040079 0.005144525639479979 0.0019858188475376792 0.29119485348815111 0.32038327094037455 0.25766385438959105 0.29335241741864593 0.27609485088629782 0.16255590244827545 0.054088237927714999 16.389164506330669 0.30750101750732639 0.31340106491552433 0.36194963163978799 2.4313521892676828 0.38181717987390573 0.3665955495219464 2.697425337953951 0.3104331310829308
leaf_count=50 32 12 8 9 2 24 22 19 39 8 16 35 2 162 20 37 28 12 39 17 16 1200 42 24 20 712 15 34 225 19
internal_value=-8.16248e-06 0.00721109 -0.0114063 0.0291029 0.0167033 0.00493616 0.0120334 -0.0145357 0.0184943 0.00990406 -0.0016169 -0.0231667 -0.0580418 0.0372548 -0.000203606 -0.00102857 -0.0160043 -0.0282274 -0.000257953 0.020937 -0.0285577 -0.00060016 0.00176499 0.015417 0.000561276 -0.00458779 0.00410057 0.035174 -0.00291398 0.00193578
internal_weight=25.9515 0.684053 0.369673 0.31438 0.239454 0.202557 0.189848 0.102528 0.0743137 0.23976 0.180502 0.101629 0.0231294 0.00713034 25.2674 17.8057 0.8714 0.613736 16.9343 0.269072 0.106516 16.6653 7.46167 0.604596 6.85707 2.7933 4.06377 0.748413 3.31536 3.00786
internal_count=2900 408 290 118 278 270 268 244 222 109 101 85 203 164 2492 1381 77 49 1304 65 48 1239 1111 44 1067 732 335 49 286 244
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 2 2 1 0 0 0 0 0 2 2 1 1 1 1 2 1 0 2 2 2 0 0 0
split_gain=0.00307235 0.0242423 0.0166308 0.0191684 0.0330976 0.0269644 0.0301187 0.00798553 0.0148498 0.0144249 0.0200675 0.00714426 0.0187317 0.0122429 0.00618934 0.00552477 0.00851166 0.014868 0.00415881 0.053387 0.0345079 0.116983 0.0341275 0.0317867 0.0889966 0.0532719 0.093464 0.049556 0.0248754 0.0627925
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.49967066855000003 36.072790850000011 35.818873074050011 0.36597706655000006 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52029879345000019 0.41932876265000008 34.394321486900004 30.509590007400003 0.43166372265000008 0.35585760905000008 0.35759408400000009 0.34988473400000003 42.049402686800001 0.35877668335000007 0.50041914915000019 37.020641110850008 38.938637541200009 42.131954243650007 0.5025747732000001 0.52215502530000013 0.52029879345000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -5 -6 -7 8 9 -8 -11 -12 -13 -14 -1 16 -15 -18 20 -20 -2 -22 -21 24 -24 -26 -27 -25 29 -29
right_child=18 -3 -4 4 5 6 7 -9 -10 10 11 12 13 15 -16 -17 17 -19 19 22 21 -23 23 27 25 26 -28 28 -30 -31
leaf_value=-0.10094705263934955 -3.516605910168637e-05 0.056014059369972072 -0.047310978828903151 0.10099460133181354 -0.030408780268245689 0.10032868374845426 0.072730204542902424 0.063505814612733053 -0.063215831389008853 -0.060496679855497226 0.10018686130040458 -0.10136528519859485 0.10042474404227109 0.081601854129541407 -0.017093370737306445 0.04139401034390966 -0.10076889670029024 0.043714404098597323 -0.059596890773357891 0.041994736092273353 0.068827458447170184 -0.023557615164865722 -0.10782472179040442 0.042101468155563884 0.040647516234293357 -0.10216632047761838 0.0069311934951413251 -0.0028036024433689358 0.0016152648267683666 -0.044546099073013233
leaf_weight=0.020476983736331611 13.327733101471726 0.086692756002600291 0.067595072816341917 0.037513353396207094 0.1544761403478338 0.041461743614490815 0.032693060580641031 0.023273781159706353 0.030139771547743499 0.040700842713704333 0.010509328451007605 0.012415611966844153 0.019191324710845947 0.0071184917401791161 0.0154391884798315 0.030192506606283726 0.017023710374097334 0.012245420097832221 0.15654647492212248 0.18336270075087568 0.29236069109401741 0.25803285708694323 0.10404929863943535 0.26996881159686736 0.16409793705493669 0.11565317828562627 0.24461473077353291 2.1708124685855363 7.4880968146903157 0.4321047131627086
leaf_count=48 807 12 24 2 52 6 6 11 18 11 2 4 2 77 5 51 15 62 17 16 27 13 4 15 10 27 62 160 1310 24
internal_value=-6.1271e-06 0.00673349 -0.000729429 0.00550718 0.0108996 0.00306593 0.0217363 0.00789965 0.00180171 0.0125635 -0.000602994 0.0218239 0.0134364 0.0300542 -0.0649011 0.00977036 -0.0164693 -0.040321 -0.000182364 -0.00160399 0.000978167 0.0255159 -0.000791422 -0.00150533 -0.0233433 -0.00657978 -0.0280913 -0.000180806 -0.001312 -0.00973319
internal_weight=25.8666 0.659159 0.572466 0.504871 0.468955 0.431442 0.276966 0.235504 0.21223 0.18209 0.149397 0.108696 0.0981871 0.0857715 0.0359162 0.0665801 0.0363876 0.0292691 25.2074 11.3293 13.8781 0.550394 11.1728 10.9894 0.628415 0.524366 0.360268 10.361 10.091 2.60292
internal_count=2900 408 396 372 319 317 265 259 248 230 224 213 211 207 53 205 154 77 2492 1645 847 40 1628 1612 103 99 89 1509 1494 184
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 1 2 2 1 2 1 0 2 2 1 2 2 2 2 0 1 1 0 2 0 0 0 2
split_gain=0.00327147 0.043488 0.0155347 0.027373 0.0634493 0.0621117 0.0132993 0.0360606 0.0139123 0.00820113 0.0524665 0.0466993 0.0516118 0.100036 0.0241676 0.0290056 0.0550299 0.010795 0.0318756 0.0139272 0.0267697 0.0267137 0.0123929 0.127586 0.0401241 0.0975092 0.0482116 0.0390578 0.0443363 0.0250589
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.47943175355000006 0.51818807820000012 0.53978922790000017 0.33672644530000007 0.31810424840000007 39.134693790050008 40.21994457600001 0.34521421515000011 40.08085804200001 0.37982395740000008 0.53905571685000009 40.305698932850007 40.496232821400007 0.39584144190000009 40.580626202750004 40.712530798250008 40.878805547300004 40.982542372850013 0.48320409570000006 0.41917906650000009 0.42067602765000006 0.53905571685000009 42.072181850200003 0.53978922790000017 0.54191491270000014 0.54384599265000022 41.134354310300004
decision_type=2 2 2 2 2 2 2 2 2 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 -8 10 -4 12 -12 -14 -11 16 -16 -17 -19 21 -21 -20 24 -24 29 -26 -27 -28 -29 -22
right_child=2 -3 9 4 5 -7 8 -9 -10 14 11 -13 13 -15 15 17 -18 18 19 20 22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.015191068472511456 -0.036119648527463626 0.032044420066417521 0.044604682264298076 0.026099038643029301 -0.048683917565188445 0.012935334348645446 0.0017144441265920379 -0.092157626407748938 -0.020763442152175408 -0.01958326774154974 -0.024226492842229164 -0.043384607001267117 0.079218586605686758 -0.016302659207598155 0.054362461869120894 -0.014677098756370414 -0.015438780159359199 0.029201511806359756 -0.037540736266934008 0.033159893217004764 -0.025146097172258176 0.00099596045779799564 0.082855112684423277 -0.00094868670416249949 -0.10746963966767427 0.10080835908342622 -0.10150784561084492 0.081728870075758991 -0.050354114663117344 5.5580422069587491e-05
leaf_weight=0.070417795697099161 0.32520657424800248 0.44728209209279146 0.29821572232526949 0.44551122737902893 0.38636670677806251 0.28369966612417841 4.4183689757510223 0.05632009841458796 0.29365135644530926 0.6315068835429426 0.28563123696199 0.22403897442203657 0.21448819054057822 0.22427599741174475 0.26860594286700035 0.50975946176669396 0.19490045818514545 0.36789210707309195 0.29165158613977737 0.24090591774023451 0.40816598037281515 0.46937489469871707 0.1988923773169512 2.0975496801654039 0.12056451838003557 0.043002229183912277 0.041632644481978787 0.049174527521245182 0.052594817172477271 11.828199621130727
leaf_count=32 19 24 13 16 17 32 729 43 24 24 19 30 15 31 26 24 22 36 13 24 26 35 11 575 14 2 7 5 59 953
internal_value=-6.65955e-06 0.00221151 -0.000578576 -0.0105908 -0.00314875 -0.0225949 -0.000546167 -0.0325128 0.000313631 0.000178226 0.00801932 -0.00348419 0.00885609 0.0303925 -0.000370494 0.000335616 0.0250116 -0.000348471 0.000102136 -0.000573639 9.24304e-05 -0.0137726 -0.00044438 0.00630947 -0.00168088 -0.0373897 0.00793736 -0.019912 0.0134678 -0.000785067
internal_weight=25.7878 5.28604 20.5018 1.44078 1.11558 0.670066 4.83876 0.126738 4.71202 19.061 1.24665 0.948434 0.724395 0.438764 17.8144 17.1829 0.463506 16.7194 16.2096 15.8417 15.0807 0.761026 14.8398 2.29644 12.5433 0.306969 0.186404 0.143402 0.101769 12.2364
internal_count=2900 852 2048 84 65 49 828 75 753 1964 108 95 65 46 1856 1832 48 1784 1760 1724 1676 48 1652 586 1066 87 73 71 64 979
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 1 1 0 2 2 1 1 2 2 1 1 1 1 1 2 1 0 0 1 0 1 1 0 1 0
split_gain=0.00373428 0.0683693 0.0210394 0.024113 0.0204247 0.0526852 0.0257461 0.0524301 0.0598754 0.0377497 0.0344678 0.0915731 0.0281114 0.0262127 0.0209653 0.0631211 0.0253144 0.0240476 0.0643768 0.0486419 0.0160212 0.0341233 0.0337467 0.0204737 0.0183633 0.0281803 0.0152744 0.0265693 0.0493282 0.0246609
threshold=0.39167988980000007 0.39388042275000007 0.39024280710000009 0.38906020780000011 0.52366695610000014 0.39904493880000008 0.39584144190000009 0.53484925600000011 43.968221017800005 44.269496632500008 0.40621538280000008 0.41753240920000007 38.828362408050005 41.348489042950007 0.41808628485000005 0.41917906650000009 0.42067602765000006 0.42829556000000008 0.42922367590000005 41.134354310300004 0.43166372265000008 0.54475913895000005 0.55335169605000012 0.4323972336000001 0.55892039160000018 0.43625939340000008 0.38733870245000007 0.51700547890000015 0.38042274180000007 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=2 -2 3 26 5 -3 13 8 12 -10 -9 -12 -8 -6 -13 -16 -17 19 -19 -18 -20 -22 -23 -24 -25 -26 27 29 -29 -1
right_child=1 4 -4 -5 6 -7 7 10 9 -11 11 14 -14 -15 15 16 17 18 20 -21 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=2.9552847404390634e-05 -0.10199286788248879 -0.10536038534638166 0.01341760986979716 -0.01734781939989238 0.056007492695450946 0.019292649478741385 -0.003965055600221503 0.02559830106381715 0.094787180263338766 -0.025271131749238302 -0.10126872080174057 0.039236684616431053 -0.10269059647904798 -5.7525386725949498e-05 -0.06624315274639607 0.020565872992222047 -0.046324355633663335 0.09805288607038759 -0.035801701833331409 0.010234022887682596 0.067571111475669521 -0.04333950383498178 0.057130210106411311 0.02658894846329405 -0.057871643850877647 -1.0632696479329597e-05 0.021436308849700131 -0.078641959746508172 -0.0012979529238267501 0.021077363078623138
leaf_weight=16.736074444593417 0.067926806504852055 0.064003461323065891 1.2102626401938312 0.7844481749489195 0.16000784614220798 0.072104621740491925 0.036784218929127088 0.49697231298079536 0.036696791998110712 0.091468349832569018 0.091348374027755308 0.13147053465024772 0.13357737147129178 0.17416221232178941 0.14453048355653653 0.56852249073846683 0.32902286319354024 0.067674303922104051 0.12400945720387957 0.28272332271205869 0.074757858901648766 0.17503965001697031 0.065898918197490608 0.24265724093083951 0.087985096967561183 1.9428907449014232 0.3438547098194239 0.12123029148398146 0.25783976572145662 0.575819648360265
leaf_count=1182 56 8 48 24 18 67 34 55 6 59 54 9 55 23 15 33 34 12 34 37 11 18 6 30 19 834 24 38 29 28
internal_value=-3.73863e-06 -0.00227124 0.000637272 -0.000184629 -0.00106041 -0.0393242 -0.000106246 -0.00186016 -0.0425292 0.00910448 0.000655804 -0.00220792 -0.0813739 0.0267876 -7.22957e-05 -0.00133102 0.00103741 -0.00223506 0.00171367 -0.0201855 -0.000689246 0.000992442 -0.000987011 0.00218186 0.000589171 -0.00251739 0.000561907 0.000156176 -0.0260333 0.000729635
internal_weight=25.6918 5.66224 20.0295 18.8193 5.59431 0.136108 5.4582 5.12403 0.298527 0.128165 4.8255 4.32853 0.170362 0.33417 4.23718 4.10571 3.96118 3.39266 2.78091 0.611746 2.71324 2.58923 2.51447 2.33943 2.27353 2.03088 18.0348 17.691 0.37907 17.3119
internal_count=2900 1527 1373 1325 1471 75 1396 1355 154 65 1201 1146 89 41 1092 1083 1068 1035 964 71 952 918 907 889 883 853 1301 1277 67 1210
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 0 2 1 0 1 2 2 0 1 0 1 1 1 2 1 1 1 1 2 1 0 0 2 0
split_gain=0.00322589 0.0271549 0.0638164 0.0639583 0.0551974 0.0278529 0.0527734 0.0403944 0.0267435 0.0232818 0.0659049 0.046109 0.0769057 0.0197066 0.0180844 0.0207671 0.0269248 0.0829197 0.0496281 0.0182067 0.0245779 0.0220046 0.0551519 0.0251313 0.024286 0.0589759 0.0297255 0.105178 0.0177558 0.0148333
threshold=0.39078171310000004 0.52646627350000019 40.305698932850007 0.51243974730000008 0.52161611930000007 0.52803808270000008 0.53136133645000017 37.858673296900008 0.39513787010000007 0.52215502530000013 0.38906020780000011 39.091773401050006 39.420767558750008 0.52324780695000006 0.39410496695000002 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.39971857130000005 38.238138001450004 0.43166372265000008 0.41808628485000005 0.41917906650000009 0.42067602765000006 38.938637541200009 0.4211999641000001 0.54475913895000005 0.54585192060000021 44.758188263300006 0.52975958800000011
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -6 10 -1 -11 -13 -14 -8 28 18 -18 -17 20 -19 -21 -23 -24 -25 -26 -27 -28 -16 -9
right_child=1 5 3 4 8 6 14 29 -10 11 -12 12 13 -15 15 16 17 19 -20 21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.0002744279484746571 -0.10410836721216632 0.037104643102703831 -0.10395742791477974 0.094581993011276622 -0.10120977265660032 0.020569081863878534 0.042334936267818729 -0.089182510767244802 0.019559617652884456 -0.0052925896142738864 -0.048391681332187533 0.056781034150876888 0.020660726205084624 -0.019126833818159796 -0.076819666912914197 -0.014694517203803523 -0.10114712485849615 -0.10104656851913243 0.047420624123443375 0.042694337186007236 -0.0072183761549880808 -0.062009556967975756 0.021816401277390689 0.029848521823865822 -0.088047307950289491 0.031626959742996917 -0.1049016390506812 -0.00053469817793984787 -0.0051474916605109555 -0.030174257657204964
leaf_weight=17.716314698479135 0.086100557313660731 0.18976561924707613 0.045825752141855913 0.071348328003024264 0.030024598345335107 0.067501439990223733 0.10064499441256192 0.12715211872219179 0.047099902042525787 0.86435181040178466 0.28270931108272535 0.44708883296698332 0.23611905323741667 0.26330007809738731 0.064831905321625416 0.21860273913353001 0.082749738016992036 0.040969289717363855 0.31251025868547089 0.12337148003280107 0.087633222551517453 0.1392397598740448 0.55108337948331643 0.23282889948639862 0.08062529955714115 0.25001999651158291 0.10029144724831018 2.5956649600682904 0.074039702063600998 0.064063553109917848
leaf_count=1252 46 42 45 12 15 13 19 45 38 27 15 5 11 40 32 38 54 44 30 6 260 13 28 46 7 29 6 653 12 17
internal_value=-9.21539e-06 -0.00208692 -0.032443 -0.000685476 0.0311891 -0.00054033 -0.0018847 -0.0459358 -0.027456 0.000597423 -0.000489967 0.0114055 0.0266543 -0.000315778 0.00036981 -0.00048267 0.000616771 -0.00201589 0.0218544 -6.35824e-05 -0.0371095 0.00110608 -0.000192935 0.0020659 -0.00127338 -0.00366751 -0.00135821 -0.00441722 -0.0386075 -0.0694128
internal_weight=25.5939 5.78399 0.280399 0.194299 0.148473 5.50359 5.31382 0.258717 0.0771245 19.8099 17.999 1.81086 0.946508 0.499419 5.05511 4.95446 4.81559 4.28448 0.531113 4.20173 0.128603 4.07313 3.94975 3.81051 3.25943 3.0266 2.94598 2.69596 0.138872 0.191216
internal_count=2900 1550 156 110 65 1394 1352 75 53 1350 1267 83 56 51 1277 1258 1214 1146 68 1092 304 788 782 769 741 695 688 659 44 62
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 2 0 1 0 1 0 2 1 0 2 2 2 0 0 2 0 1 1 1 2 2 2 0 0 0
split_gain=0.00308768 0.0894118 0.0291737 0.0187088 0.0567833 0.0525799 0.0148839 0.0308633 0.0948551 0.0708149 0.0537826 0.0445486 0.0221703 0.06961 0.0410098 0.0610159 0.0180141 0.0136074 0.0123851 0.085727 0.044709 0.0372231 0.0441607 0.0252814 0.0194584 0.0181218 0.106984 0.0599587 0.0376928 0.0943403
threshold=0.5025747732000001 0.35165114815000004 0.35877668335000007 0.49588335680000006 0.35319301815000009 38.441102963850007 0.52215502530000013 0.37138109635000011 0.51243974730000008 0.36927038110000004 0.52029879345000019 43.082598263550004 0.39078171310000004 0.52366695610000014 39.091773401050006 39.420767558750008 40.12915366295001 0.52324780695000006 0.52803808270000008 42.37975859965001 0.53136133645000017 0.39458399450000009 0.39772761295000009 0.39458399450000009 42.871500973550006 40.166811829450005 40.036761086100007 0.53592706805000012 0.54191491270000014 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 7 9 11 -4 16 -9 14 -14 -8 -16 -10 -17 19 23 21 -20 -23 -15 -21 26 27 -22 -29 -30
right_child=1 2 6 4 5 -7 12 8 10 -11 -12 -13 13 18 15 17 -18 -19 20 24 25 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00019368945346859626 -0.10135094602212369 0.043010209384392942 -0.014503649876930397 0.040108158798741758 0.015936154171671761 -0.035437995237912773 -0.0047553720358745333 -0.10489237675039642 0.021327351234202752 0.03633620725726297 -0.034962104706223719 -0.010181195129555082 -0.10433042830731153 0.0097446719478019809 0.052911563476997651 0.01873985979637666 -0.0079412011333201259 -0.014651599048285328 -0.1023961205845442 -0.10457294180370613 -0.10185290228968157 0.024935513361229414 -0.076855134277789172 0.089451298480242511 -0.0042504404834744665 0.0041289813856831793 -0.10541103408977062 0.037280075985717018 -0.088588938053603808 0.0056054556476907323
leaf_weight=13.882869148732128 0.088646051266548009 0.15191612905800767 0.72446444463787452 0.47121287506160914 0.53651006070867879 0.31688609825108394 0.86572248223546899 0.16089869619963781 0.47303581082064716 0.44060718605760485 0.43321573964400351 0.071835616232215571 0.065598822913027877 0.062283959019272417 0.43259174376726151 0.23438556756673279 0.37858316494029509 0.25461546663350987 0.07428219700250327 0.048186446007264294 0.056908775407179868 0.10128119609726127 0.07358718600121783 0.11020254541895724 0.03228824908275052 3.5675158381067162 0.10691648867110348 0.25689754265476938 0.12068650241417334 0.8937038541675989
leaf_count=1019 3 15 25 22 35 34 27 39 29 30 30 29 15 35 5 11 35 39 13 10 20 23 39 24 37 748 15 28 10 456
internal_value=-1.52307e-05 -0.00135386 -0.00048414 0.000889734 0.0122448 -0.00314028 -0.00114224 -0.00751861 -0.0169168 0.00472298 -0.00627625 -0.0756589 0.00118262 -0.00192677 0.0108733 0.0255546 0.00831616 0.00135343 -0.000706447 0.0209062 -0.00174746 -0.0430915 -0.0178995 0.0606697 -0.0643213 0.000311635 -0.00917782 -0.00143129 0.00306405 -0.00560127
internal_weight=25.4883 10.2809 10.1922 15.2075 1.32461 0.853396 10.0403 2.68264 1.51757 1.16507 1.28483 0.232734 7.35765 5.57034 1.78732 0.921593 0.851619 0.489001 5.50474 0.252961 5.25178 0.249151 0.174868 0.172487 0.0804747 5.00263 1.43511 1.3282 1.27129 1.01439
internal_count=2900 1790 1787 1110 91 69 1772 217 162 55 94 68 1555 1473 82 55 64 50 1458 106 1352 75 62 59 47 1277 529 514 494 466
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 0 2 1 1 0 0 1 1 1 1 0 0 1 0 2 1 1 1 1 2 0 2 0 2
split_gain=0.00324381 0.0479394 0.0219621 0.0372411 0.055097 0.0228877 0.0131032 0.0229258 0.0782465 0.0162353 0.0287184 0.0144772 0.0212047 0.0111574 0.0506525 0.0413722 0.0392108 0.0962282 0.0372906 0.0371131 0.0667087 0.0507819 0.0216338 0.0182424 0.0340113 0.0186557 0.120812 0.0564626 0.0437898 0.0172685
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 0.42440346100000009 0.42970270350000012 50.065525775750011 0.54317236010000014 41.134354310300004 0.4211999641000001 0.41865513010000005 0.54017843775000018 0.52937037810000021 0.42194844465000009 0.39971857130000005 0.4019490434500001 0.39584144190000009 0.53905571685000009 0.53781323915000012 0.40621538280000008 0.53592706805000012 43.633733172900008 0.39904493880000008 0.41640968835000008 0.39024280710000009 0.38906020780000011 39.468990633150007 0.52428071015000011 41.395309858300003 0.53029849405000007 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 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 -5 -3 9 8 -8 13 11 12 -11 15 -15 23 17 18 -16 20 21 29 -20 24 -1 -25 -27 -28 -29 -17
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 14 16 19 -18 -19 22 -21 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=0.00043316621455869006 -0.071972670860991364 -0.10138915650673784 0.089645659548926268 -0.10212756357413065 0.0013456124110296484 0.024119537458752557 0.027552674344909569 0.031423891421135657 -0.043244226817695311 0.10035314788288269 -0.0075073471409824221 -0.10116392130311012 -0.10053064504318161 0.069554450262299145 -0.10231759024424228 -0.029361857143870795 -0.02767606344662776 0.089202889034032909 -0.037690948617202381 -0.094392394636033605 0.067351473601848441 0.03220845112830812 0.060705685526297827 0.0030628087648267716 -0.021282299382635921 0.090959210605813079 0.028823796946875542 -0.10310203519482282 0.0040793115341225079 -0.10332943656773677
leaf_weight=17.95607676166334 0.097992545087529748 0.042342843785599604 0.046299528963573144 0.052595714376372782 2.3837834024289153 0.022119981420928525 0.40473527873527249 0.36731312722213261 0.25413598992690822 0.01012896839529176 0.37687177765928936 0.055897780192935898 0.010919260215626281 0.12786556389960591 0.048076703391075171 0.047545094494806928 0.26616454218674335 0.12770815868861973 0.049506667278714112 0.079380839102668688 0.070073230544949183 0.05865226631944509 0.040726224851837856 1.0170764053400674 0.75143090133133128 0.18551750177171822 0.17533324491523672 0.083566503655674751 0.070089210158812421 0.093892256631818327
leaf_count=1293 34 51 5 26 912 13 31 38 20 1 28 24 64 18 15 31 22 9 35 10 13 7 10 55 23 22 10 32 12 36
internal_value=-2.22074e-05 -0.00333656 -0.000696017 0.000800236 -0.000888131 -0.0583217 0.000363512 0.0114054 0.000245306 -0.000158594 -0.0188741 -0.0745469 -0.00386001 0.000241121 0.0130391 -0.000169167 -0.000539632 0.0266118 -0.0311817 -0.0342794 -0.0166167 -0.0460231 0.00671995 0.000419941 -0.000439086 0.0109125 0.0264299 -0.00995836 -0.0542119 -0.0784647
internal_weight=25.3738 2.64513 2.54714 2.48268 2.43638 0.0644628 22.7287 1.02618 0.658871 21.7025 0.453818 0.076946 0.0210482 21.2487 0.660048 20.5886 0.532182 0.266018 0.13831 0.349544 0.270163 0.20009 0.0902329 20.2391 18.7075 1.53158 0.514506 0.328989 0.153656 0.141437
internal_count=2900 1041 1007 943 938 64 1859 89 51 1770 117 89 65 1653 109 1544 91 69 60 97 87 74 45 1447 1316 131 76 54 44 67
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 0 0 2 0 0 2 2 2 2 2 2 0 0 2 1 2 0 1 0 2 1 0 0 0
split_gain=0.00368966 0.0240469 0.0125857 0.0322933 0.0120658 0.0434292 0.0789023 0.0424627 0.0300196 0.0216199 0.0561658 0.011251 0.0132905 0.0367935 0.0193403 0.0286162 0.0205334 0.00930456 0.0169417 0.0227091 0.0301479 0.017373 0.0206788 0.0154259 0.0149056 0.0804267 0.0241262 0.0262137 0.0369866 0.0374726
threshold=39.211875820650008 39.134693790050008 0.33672644530000007 0.31810424840000007 39.893178577750007 0.36998892250000009 0.52215502530000013 0.47943175355000006 39.468990633150007 0.52428071015000011 0.54422023290000021 39.995120105550008 40.12915366295001 40.21994457600001 40.305698932850007 40.496232821400007 40.380906245900007 0.56167480015000015 0.56276758185000009 39.091773401050006 0.45393850480000009 38.703421923500009 0.56369569775000017 0.46208197360000008 0.52290350590000012 39.091773401050006 0.39051226010000012 0.54279811980000015 0.53978922790000017 0.52803808270000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -8 -10 -11 -6 -13 -14 -15 16 -16 24 -19 20 21 22 -20 -22 -4 26 -26 28 29 -28
right_child=4 -3 17 -5 11 6 8 -9 9 10 -12 12 13 14 15 -17 -18 18 19 -21 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.013650214574244904 -0.015035871515411275 0.038580432337379136 5.7749258524573337e-05 -0.090316564339465319 0.020942094964338381 -0.057323062775705418 0.016351534635113869 0.028329074991098858 0.0051368570030330147 -0.080094022321566094 0.0075348163117785836 -0.020756996036878431 0.034029720655488281 -0.017469099821652311 0.0018763139098827318 -0.00033251325169021559 0.045809094526901933 -0.10363539080860751 0.093805939062768878 -0.076031856733479355 -0.10072575399094175 0.078154860731026773 -0.063300962110986875 -0.0055579003807156571 -0.045591837281589373 0.10115142531510973 0.052466451742282275 -0.013341886372617521 0.073394454807186801 -0.02564137072839048
leaf_weight=0.070258939133084897 0.40546333404859369 0.17785318951410989 3.3024699257060526 0.051978965041200809 0.25887442818629125 0.3846846488304434 0.41919213264179689 0.50959915489511332 0.20212774508399889 0.15007350827363553 0.1426882026290528 0.30485550312298215 0.31765125757981394 0.63320974570515431 0.19513770745014625 16.456316762213561 0.23390979290275027 0.020821286321733856 0.012761608086293549 0.040729243862642761 0.02732131827415496 0.058338947012089193 0.02438939315326466 0.045226217132586635 0.087196961170775356 0.09594603581354022 0.10329348627182 0.26925479212378889 0.11978577796753598 0.15152372966673511
leaf_count=32 26 12 230 43 24 13 33 23 5 13 31 36 24 24 24 1784 24 2 2 5 34 4 57 202 15 3 38 77 14 46
internal_value=-2.28649e-05 0.00251864 0.00108742 -0.0305594 -0.000597299 -0.00757215 -0.0193287 0.00911411 -0.00333901 -0.0200177 -0.0373849 0.000241895 -5.34981e-05 0.000300365 -0.000311225 0.000332204 0.0258278 0.00197487 -0.0176192 -0.00904037 0.00719715 0.0441168 -0.00933373 -0.041398 0.00306425 0.0150701 0.00377255 0.0104579 0.0275646 0.00602066
internal_weight=25.2729 4.65915 4.4813 0.122238 20.6138 2.21383 1.29877 0.915062 0.914082 0.494889 0.292762 18.4 18.1411 17.8362 17.5186 16.8854 0.429048 4.35906 0.229588 0.208767 0.168037 0.0954899 0.037151 0.0725475 4.12947 0.827001 0.731055 0.643858 0.374603 0.254817
internal_count=2900 816 804 75 2084 144 95 49 82 49 44 1940 1916 1880 1856 1832 48 729 306 304 299 63 59 236 423 193 190 175 98 84
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 0 0 0 2 0 0 1 1 1 1 2 1 0 1 0 0 2 0 0 0 1 2 1 0
split_gain=0.003137 0.0226337 0.0493346 0.0317762 0.0168055 0.00873259 0.00926374 0.00592286 0.0176559 0.0243994 0.00580237 0.00485231 0.00354623 0.00338373 0.0454927 0.0318704 0.0952586 0.0260236 0.026837 0.0953282 0.0718815 0.0687358 0.0384893 0.0781699 0.0280173 0.0126765 0.0713204 0.0566562 0.0272608 0.0459683
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 36.072790850000011 0.37852160115000005 0.54317236010000014 0.56793209785000009 0.49850303880000008 0.42314601355000009 34.997818021800008 0.41932876265000008 0.56859076075000015 0.39388042275000007 0.35585760905000008 0.35759408400000009 0.34988473400000003 42.049402686800001 0.35877668335000007 0.50041914915000019 0.36501901140000009 0.5025747732000001 0.49850303880000008 39.344049039350004 0.48119816770000007 0.47727612945000003 0.50579323975000012 0.37668033890000002 39.685256516350002 0.38042274180000007 0.52161611930000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -4 12 -7 8 10 -10 -1 -8 -6 15 -15 -2 -17 -16 21 -20 -21 22 -19 24 -24 -22 27 -27 -28 -30
right_child=13 2 4 -5 5 6 11 -9 9 -11 -12 -13 -14 14 17 16 -18 18 19 20 25 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.10088903254261834 -0.00011846052363562327 -0.061606876706667549 0.081611159503275826 0.08889145652350311 0.0034895588597683835 -0.10044648313687971 0.091315053974611093 0.038650173275261435 -0.026426535549144332 0.05894711133491063 -0.018225723610747716 -0.10003479540930436 0.034919417481057063 -0.055343502617438679 0.037513725031385725 0.065020021055984409 -0.02026745446041834 0.037067935362805469 -0.10353410283195208 0.054964918395482544 0.010723548712965013 -0.080484994444597377 -0.026619382589773945 -0.10185534727506446 0.04759517395677567 0.0014784788455310947 0.030596925412979897 -0.073748237363334981 -0.025362778710438821 0.001576928025561112
leaf_weight=0.01884382380662758 13.292836575956681 0.121434326749295 0.034738437492705998 0.065434185624326346 0.11154605695573849 0.014302330776304474 0.0050437662139302111 0.053222523798467591 0.066159702429161693 0.067762692974611127 0.015456352472938306 0.0017975254743728061 0.052935165900805714 0.15482483617046128 0.1748781226851851 0.27897303387180805 0.24682625855338713 0.15976527524513118 0.088348841891273788 0.23908830528375702 0.90224843953484324 0.15019053447344888 0.10224496537192351 0.089460412378162157 0.10123381856828928 0.17184341044230578 0.28671800408198933 0.23985572187734761 0.6944828001490907 7.2004833621249391
leaf_count=47 807 12 8 9 30 39 2 8 39 10 5 162 37 17 16 27 13 11 9 14 41 13 37 36 6 11 26 53 56 1299
internal_value=-2.01318e-05 0.0069551 -0.0104281 0.027666 0.0177747 0.00582815 -0.0546672 0.00957467 0.000375722 0.0167712 -0.0636393 0.0410385 0.0136047 -0.000198577 -0.00152864 0.000836668 0.0249835 -0.000742673 -0.00138436 -0.000127444 0.000811038 -0.0218635 -0.00241506 -0.0239486 0.0103035 -0.00055249 -0.0017364 -0.0423486 0.000307189 -0.00079283
internal_weight=25.203 0.628677 0.341798 0.286879 0.220363 0.185625 0.0211436 0.221445 0.168223 0.133922 0.0343002 0.00684129 0.164481 24.5743 10.7557 13.8186 0.525799 10.6008 10.426 9.82307 9.73472 0.602895 0.452704 0.292939 0.203479 9.49563 8.59338 0.411699 8.18168 7.89497
internal_count=2900 408 290 118 278 270 203 109 101 49 52 164 67 2492 1645 847 40 1628 1612 1509 1500 103 90 79 43 1486 1445 64 1381 1355
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 1 0 0 0 1 1 1 1 1 1 1 0 0 2 2 2 2 2 2 0 2 1 0 2
split_gain=0.00307187 0.019531 0.0394295 0.0151184 0.0255279 0.014006 0.0276556 0.102449 0.0102282 0.067023 0.0121053 0.011329 0.0136323 0.0125554 0.0207684 0.0194972 0.0126073 0.010673 0.0215917 0.0129878 0.0635162 0.0466356 0.0281956 0.0435719 0.0469248 0.0211752 0.0209477 0.0285263 0.0214345 0.0200315
threshold=0.54679500610000009 0.42067602765000006 0.40367054880000008 0.54317236010000014 41.028010303750008 0.41865513010000005 0.42440346100000009 0.54017843775000018 0.54910032635000017 0.55240861050000023 0.42970270350000012 0.4323972336000001 0.4355408521000001 0.43672345135000007 0.44286099220000008 0.43887907550000005 0.44489685935000006 0.55671985870000007 0.55892039160000018 39.468990633150007 40.580626202750004 39.268993001500007 40.621691032550004 41.558544840500012 41.811877919650009 0.56167480015000015 39.091773401050006 0.45280081435000008 0.56704889075000009 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 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 -1 -7 -8 -3 -10 -11 -12 -13 -14 15 -15 -16 -18 -19 21 -21 25 -22 29 -25 -20 27 -27 -29 -24
right_child=1 8 -4 4 -6 6 7 -9 9 10 11 12 13 14 16 -17 17 18 19 20 22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00024656399160379543 0.020209757637559399 0.020868894334133577 -0.10297418915532851 0.00042899978636853166 0.03802662409211089 -0.035567202124947149 -0.10103119527775667 0.075768847864634906 -0.10215246683789987 -0.032036958750049728 0.032258459232591852 -0.047946055625569889 0.02834894464225382 -0.0028258374872985217 0.057780033676758928 -0.051633890236888108 -0.035065119566301095 0.052134683994853173 0.069822027562234545 -0.10314229832200582 0.085318255378515964 0.093581114597651338 -0.016280436155246294 0.085445583283965454 -0.00083439211010727073 0.083828338392407026 -0.075080693463085796 -0.054810568799893357 0.030379401054278783 -0.10253980205487667
leaf_weight=21.042981283630038 0.048665514902352394 0.190254062181339 0.055753369069162492 0.49918101683121463 0.28295550446546258 0.29294565961777319 0.048912560941606564 0.099339406747276371 0.066616858894122166 0.11611089080733483 0.11076325413759702 0.05897116283054904 0.15358990174036113 0.18723383882621703 0.041220218804070119 0.14540433899737737 0.075015070298832032 0.086448838314026832 0.035351621125300908 0.061205375371215953 0.038697105283063027 0.066033642977117779 0.050959136373194047 0.067606556300359166 0.93222959795595983 0.034148655710393605 0.043989654474046347 0.071441906590075099 0.050350471867087382 0.057073186976931645
leaf_count=1653 37 10 51 39 28 27 81 9 16 37 26 18 17 27 10 29 11 9 4 54 7 6 23 21 338 17 15 17 224 39
internal_value=-2.1328e-05 -0.00311546 -0.045563 0.000374032 0.0140308 -0.000123145 -0.0177565 0.0174375 -0.00149824 -0.00316674 -0.000511934 0.00103402 -0.000498357 0.00077464 -0.00129693 -0.024161 0.00314612 0.00179804 0.00353119 0.000746911 -0.0038868 0.0193203 0.0014116 -0.0015192 0.00499966 -0.0015215 -0.0141364 0.00305545 -0.019592 -0.061851
internal_weight=25.1114 2.84513 0.104419 22.2663 0.782137 21.4842 0.441198 0.148252 2.74072 2.55046 2.48384 2.36773 2.25697 2.198 2.04441 0.332638 1.71177 1.67055 1.59554 1.50909 1.20777 0.301316 1.14657 1.10787 0.999836 0.235282 0.199931 0.155941 0.121792 0.108032
internal_count=2900 1063 88 1837 67 1770 117 90 975 965 949 912 886 868 851 56 795 785 774 765 482 283 428 421 359 277 273 258 241 62
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 2 2 2 1 2 2 0 1 2 0 0 0 2 2 2 0 0 2 2 0 1 2 2 0
split_gain=0.00324196 0.0742645 0.0161774 0.0256765 0.0154369 0.078441 0.0970684 0.0624976 0.0465396 0.0721492 0.0481931 0.0391116 0.028567 0.0371121 0.0744388 0.0268988 0.0350688 0.0251858 0.0184856 0.030214 0.0161558 0.0219914 0.0135575 0.036119 0.0408141 0.0302974 0.0222411 0.0421382 0.0953575 0.0252212
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.468518788800004 0.36000419150000007 0.34632196640000007 39.852039223600009 38.592454371550012 41.261521012900012 0.34548366815000003 41.061442884200012 40.742467179200005 0.48041974790000003 0.34500464060000008 39.852039223600009 0.47694679800000012 0.47470135625000004 0.49811382890000006 41.21013581150001 41.134354310300004 38.938637541200009 0.47305469895000007 0.56704889075000009 40.922041107600009 40.742467179200005 0.56915960600000015 0.41985269900000005 40.305698932850007 39.995120105550008 0.55671985870000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 7 -7 9 10 11 12 13 14 15 16 20 -6 19 22 21 -1 26 24 25 -24 27 28 -19 -28
right_child=1 2 3 -5 17 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00019282048684875959 -0.065961272071813654 0.016747324922021602 -0.034989422509652264 -0.00037133643853743363 -0.03980328198445237 0.038809136274154998 0.072641721474950183 -0.071069590555766657 0.035182818906382751 -0.033635441106321606 0.034073888368571718 -0.038084119196234688 0.019014370850609374 0.01881181811481987 -0.050296755335995605 -0.021029734410444766 0.052448944702700541 0.0016572346059642818 -0.025427099377582463 0.041654056614204425 0.022469522228319369 -0.062354538229228276 0.064350458956941622 -0.1011317233294772 0.095242885432804542 -0.011526002337044481 -0.025859936332136776 0.026950623985907692 -0.05583099071141482 0.0034991817891147923
leaf_weight=0.28546700195807895 0.17433776480825613 0.53650655197404162 0.21822962223487152 11.76206009189003 0.17026005361615038 0.10858872244595374 0.35235550345532829 0.098921648791844063 0.36507797776721407 0.61553501753951412 0.44921426637006323 0.26032321891699428 0.75699101830832649 0.53353657570723378 0.37703116391298874 0.36323129804804921 0.16743599239271134 4.2543060517888343 0.2943657901493707 0.17114237162058987 0.2082571042701602 0.071084280149079859 0.071857472629972108 0.023788072394903548 0.068534970011796759 0.19661895642635796 0.73107669896619742 0.55455130534210173 0.30952659320553255 0.48786356342895942
leaf_count=97 11 22 11 1496 37 35 29 12 9 30 25 18 21 32 25 16 6 299 19 11 12 5 21 17 18 333 90 38 22 83
internal_value=-2.15787e-05 -0.00114394 -0.000241145 -0.00100193 0.00113207 0.00540884 0.0406876 -0.0135708 0.000973502 -0.00208147 0.00351166 -0.00102931 0.00246186 -0.00378432 -0.0119716 0.00121879 0.0122552 -0.0017913 -0.000887858 0.000163712 0.000339879 -0.0125858 -0.000896399 0.0179589 0.026365 0.00878226 -0.00196988 0.000921133 -0.00224171 -0.0141094
internal_weight=25.0381 12.6911 12.5168 11.9803 12.3469 5.01305 0.559866 0.20751 4.45318 4.08811 3.47257 3.02336 2.76303 2.00604 1.47251 1.09548 0.732244 7.33389 7.16363 6.86927 0.564808 0.356551 6.69812 0.360799 0.337011 0.268476 6.33732 5.11838 4.56383 1.21894
internal_count=2900 1540 1529 1507 1360 372 76 47 296 287 257 232 214 193 161 136 120 988 951 932 114 102 921 389 372 354 532 359 321 173
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 1 1 1 2 2 2 2 0 2 2 1 0 2 2 1 1 0 1 1 0 0 0 1
split_gain=0.00299691 0.0344737 0.0185092 0.0341457 0.0249315 0.0250474 0.0201995 0.015801 0.0129456 0.0117298 0.044715 0.0934154 0.0684347 0.0513658 0.034513 0.0777711 0.0916513 0.0366426 0.10812 0.0470142 0.0324576 0.0292326 0.030491 0.0171504 0.0119887 0.0317248 0.019769 0.0799436 0.0193331 0.0744979
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 0.42440346100000009 0.43166372265000008 0.56424957340000015 50.065525775750011 0.4323972336000001 0.4355408521000001 0.41917906650000009 41.590548329450009 42.599563320500003 42.871500973550006 43.812290675100009 0.53905571685000009 39.749124837650008 41.348489042950007 0.39971857130000005 0.53592706805000012 43.968221017800005 40.036761086100007 0.39584144190000009 0.39745815990000005 0.52937037810000021 0.39024280710000009 0.38906020780000011 0.52104727400000017 0.52511900840000014 0.52324780695000006 0.39458399450000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 6 -4 5 -5 -3 -6 -9 14 20 -12 -13 -14 17 -16 -17 21 19 -19 -11 24 -23 -15 25 26 -1 -28 -26 -30
right_child=1 2 3 4 7 -7 -8 8 -10 10 11 12 13 23 15 16 -18 18 -20 -21 -22 22 -24 -25 28 -27 27 -29 29 -31
leaf_value=3.2247270866398326e-05 -0.065415430054224066 -0.10120512134154287 0.088142116407663951 -0.101349219856655 0.050300132244987805 0.003223602472436029 0.019831781908184951 -0.047977341770672748 0.00056085487210929532 0.019542433651867981 0.10096331625252802 -0.10459438614408377 0.089123668529785344 0.036366077635318836 0.030815177022323566 -0.10577364003032426 0.0023593371289772841 -0.10112790522235771 0.083194633749912122 0.012247853008115032 -0.017112808896524126 -0.090062558226783648 -0.014207871755178653 -0.10063683376740525 0.016829779488093638 -0.02075239403503619 0.071620986948382856 -0.030778226391310753 -0.041379678634979003 0.040009487443415773
leaf_weight=17.460531418868861 0.086235097096797442 0.037219218191402947 0.043423209273896979 0.048914039289929767 0.062518343009287825 0.043075566238949925 0.021901713741954154 0.056392026528717998 2.1463804436809522 0.43556384242287982 0.14561501346179284 0.051561967356974492 0.067183074929833886 0.013933338250359029 0.15580025585870672 0.1687747389296419 0.14635293306480435 0.057051997240224916 0.19097634888021275 0.10190616030126876 0.54238692268700106 0.067190563667451353 0.25076014650047895 0.0265451115225801 1.0035065192200807 0.7330777176994151 0.16958740308029874 0.13851217423962225 0.27299163028975915 0.1912529017581619
leaf_count=1244 34 51 5 36 6 10 13 18 868 39 9 4 13 52 26 10 35 33 13 42 32 41 53 17 34 23 25 22 79 13
internal_value=-1.74702e-05 -0.00326847 -0.00108975 0.000271513 -0.00134714 -0.0523814 -0.0563663 0.000725271 -0.000681746 0.000352197 0.00963664 0.0430771 -0.00986164 0.0355084 -0.000212037 -0.0269799 -0.0555541 0.000398786 0.0324826 -0.0284441 -0.000787142 -0.000154623 -0.0302378 -0.0534782 0.000324356 -0.000365761 0.000475327 0.0255854 0.00902361 -0.00785012
internal_weight=24.9371 2.54606 2.45982 2.4007 2.35728 0.0919896 0.0591209 2.26529 2.20277 22.3911 1.28279 0.304839 0.159223 0.107662 21.1083 0.470928 0.315128 20.6373 0.349935 0.158958 0.977951 20.2874 0.317951 0.0404784 19.9695 18.5017 17.7686 0.3081 1.46775 0.464245
internal_count=2900 1041 1007 943 938 46 64 892 886 1859 166 95 86 82 1693 71 45 1622 88 75 71 1534 94 69 1440 1314 1291 47 126 92
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 0 2 1 1 1 2 0 2 0 2 0 0 2 1 1 1 1 2 1 0 1 2 1 0 1
split_gain=0.00329182 0.0141212 0.0612296 0.0136493 0.0125621 0.0442596 0.0434376 0.0394636 0.0380574 0.0499229 0.0317182 0.0210493 0.0289919 0.0336367 0.0155128 0.0153236 0.029425 0.013247 0.0129073 0.022862 0.0240632 0.02992 0.0127117 0.0109107 0.0124105 0.0275144 0.0312309 0.035738 0.0110016 0.0180763
threshold=43.45354240915001 43.673409002000007 0.48661716715000009 43.32600771660001 0.38398550940000004 0.48414718120000005 43.812290675100009 0.39135055835000004 0.39167988980000007 0.40105086675000007 44.015822920550008 0.47796473160000008 44.527357125550004 0.47670728420000003 48.680511450650009 0.50749977545000013 0.51401155655000019 44.015822920550008 0.41367024935000007 0.41865513010000005 0.43590012275000006 0.43706775245000007 48.680511450650009 0.44922307715000004 0.58859016195000013 0.45772581660000006 46.177190236600005 0.47106374065000006 0.61802041855000012 0.5024400467000002
decision_type=2 2 2 2 2 2 2 2 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 11 -7 -6 -9 22 -8 12 13 -3 -14 -12 -17 -11 -19 -20 -21 -22 -10 -23 -25 -26 -27 -28 -29 -30
right_child=1 4 -4 -5 7 6 10 8 9 17 15 -13 14 -15 -16 16 -18 18 19 20 21 23 -24 24 25 26 27 28 29 -31
leaf_value=-0.00029042619964740065 0.077061326160077492 -0.0086633206117003037 -0.015256398323248852 -0.026648500128369862 -0.069456327805414081 6.4648856339510839e-05 0.097552582353007081 0.095642631157813879 -0.10399604132924962 0.048162611838823643 0.055248169740840514 -0.021119295153809378 -0.018539226948212837 0.059629486121351875 0.0035955352387799394 0.058177046042585445 -0.10073977849313875 -0.047596023927213238 0.075438327226074769 -0.066857377689768474 0.075853209640359423 -0.045639908974074717 -0.028058884868063117 -0.029867131202363745 0.068498106982187071 0.035841840968170065 -0.10370744244307656 0.032997453650458863 -0.10075848550590681 -0.0035139398118137753
leaf_weight=20.309612292793876 0.12411190896029189 0.1208893770866214 0.17059699792478256 0.19838361758811984 0.096063654508469432 0.20820154692046333 0.12411622988292947 0.038130418281070888 0.058616143083554562 0.056493920971206535 0.066074358196601679 0.4249853341906692 0.41246450961259373 0.1787790973612573 1.362595102553233 0.023799524411970197 0.022826260268971055 0.057475438194728667 0.039681870395085639 0.053777406771828851 0.051538604608771355 0.055868281173955481 0.035331511948943017 0.10599298053102757 0.064607774023897946 0.13555147486340502 0.045807302207322209 0.053860423783021361 0.023204358473776665 0.10847317419882074
leaf_count=2119 22 44 33 33 19 6 6 3 28 19 15 19 62 11 36 9 33 38 16 53 11 38 27 34 7 21 5 31 13 89
internal_value=-1.6926e-05 0.00249191 0.0236217 -0.0005454 0.000944871 0.00432881 0.0333849 -0.00827773 -0.00230762 -0.00625453 0.062679 -0.000843978 0.0033092 0.0320795 -0.00154784 0.0242729 -0.0196228 0.00137114 -0.00195043 0.0016027 -0.00259082 0.00276825 -0.0754379 -0.00357977 0.000792028 0.00832302 -0.00227337 -0.0246061 -0.00507684 -0.0206505
internal_weight=24.8279 4.31991 0.294709 20.508 4.02521 2.94473 0.445018 1.08047 0.984411 0.946281 0.236816 2.49971 2.07473 0.299668 1.77506 0.1127 0.0466258 0.852333 0.795839 0.738364 0.698682 0.644904 0.0939477 0.593366 0.537497 0.431505 0.366897 0.231345 0.185538 0.131678
internal_count=2900 748 55 2152 693 241 69 452 433 430 63 172 153 55 98 57 42 375 356 318 302 249 55 238 200 166 159 138 133 102
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 1 2 0 2 2 2 1 1 0 0 0 0 1 0 0 0 1 1 2 2 1 0 2
split_gain=0.00326013 0.0327706 0.0932829 0.0231133 0.043355 0.139397 0.020926 0.139657 0.054358 0.0542324 0.02893 0.0822186 0.0526166 0.0775785 0.0998087 0.0288525 0.0593647 0.0342379 0.0824849 0.185494 0.0852647 0.0320571 0.0801295 0.118323 0.0282487 0.0252281 0.0434135 0.0579119 0.0413454 0.0391554
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.3459626957000001 0.34575312120000007 41.919251152600005 0.49320379630000005 41.811877919650009 41.919251152600005 42.428475018400007 0.34560342505000002 0.34542378970000004 0.4622167001000001 0.46594413340000007 0.47886290830000006 0.48101853240000009 0.34620220950000008 0.48320409570000006 0.49588335680000006 0.49678153350000009 0.34829795515000012 0.39167988980000007 42.102795028150005 42.406961525800007 0.38398550940000004 0.53136133645000017 42.448133449100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 10 9 -8 -5 -12 -13 14 -14 -10 -17 -18 -19 -20 -21 -22 -23 -24 -11 -25 -27 -28 -29 -30
right_child=1 2 3 6 5 -7 8 -9 15 24 11 12 13 -15 -16 16 17 18 19 20 21 22 23 25 -26 26 27 28 29 -31
leaf_value=0.0011520278700537143 -0.024794384303749528 0.080487672150071382 0.011559696031613468 -0.03130987326525958 -0.075830958609221344 0.010486632948304406 -0.075885146008762311 0.04666790309639593 -0.066810271864407259 0.034536096318117125 0.052442087549425642 -0.032192293481957006 3.5634819523654001e-05 -0.042551118856774629 0.055186219075429435 0.101014411101027 -0.041710508425871436 0.062649923945404987 -0.11565065369463 0.080872640402613397 -0.01950370060945766 0.068144992158791357 -0.10881423727259086 0.033993444587597309 -0.037275384149819443 -0.039976074013955254 0.030166685717606036 -0.045434467352157198 0.078530490628274052 -0.0023569253552011751
leaf_weight=12.190004606953972 0.55975104163547129 0.14214490327424201 0.41652023385995451 0.30156893097591542 0.34213163994718343 0.41286037983078927 0.20182649339767511 0.69528364135700815 0.065778895766478551 0.10171059244748903 0.28714732667222609 0.53380001551947476 2.8542187910651897 0.36027170908518957 0.37077451972630715 0.057337040081620105 0.20128064837660975 0.20356488123070438 0.14015822659712274 0.13046040188055474 0.77863198063304606 0.178877393016592 0.098006718442775642 0.23922421483386846 0.11871547966593088 0.24577810986681958 0.63563762759815778 0.220343795600494 0.06214998650830228 1.6137891977779606
leaf_count=1360 22 11 26 15 9 53 13 29 28 7 15 71 266 23 23 2 26 9 6 5 44 4 4 36 36 51 87 142 6 471
internal_value=-1.31856e-05 -0.0011432 -4.08839e-05 -0.0010054 -0.0143403 -0.028629 0.000455098 0.00483301 -0.00401363 -0.0384322 -0.0013455 0.00070531 -0.00290135 0.00145969 0.00637625 -0.00102999 -0.000129524 -0.00135097 0.000435764 -0.0024803 0.00129371 -0.0012556 0.00305812 -0.00067955 -0.00413961 0.00283328 0.000149664 0.00404474 -0.00471138 0.000642677
internal_weight=24.7597 12.5697 12.01 11.8678 1.17151 0.754992 10.6963 5.40306 5.29327 0.422253 4.70778 4.40621 4.11907 3.58527 3.22499 4.87102 4.80524 4.7479 4.54662 4.34306 4.2029 4.07244 3.29381 3.11493 0.220426 3.01692 2.7777 2.53192 1.89628 1.67594
internal_count=2900 1540 1518 1507 88 62 1419 442 977 56 413 398 383 312 289 921 893 891 865 856 850 845 801 797 43 793 757 706 619 477
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 1 0 1 2 0 2 0 0 0 2 0 0 1 2 0 0 0 2 1 1 0 1 2
split_gain=0.00359601 0.0176187 0.0110349 0.080778 0.0477667 0.0940524 0.0707957 0.076848 0.0702139 0.0446957 0.0233177 0.0209681 0.0377937 0.0124211 0.070463 0.0439849 0.029933 0.0695783 0.10336 0.17455 0.10898 0.0967874 0.0547462 0.037049 0.059548 0.0637085 0.0593683 0.112424 0.0927489 0.124004
threshold=43.45354240915001 43.57842012870001 42.773538294100007 0.47886290830000006 0.48368312325000012 0.48759019190000008 43.124157941850008 0.37419538340000008 0.50356276755000018 0.34458549145000011 42.686561923500008 0.51818807820000012 43.061965423550006 0.48543456785000005 0.48320409570000006 0.48759019190000008 41.792045663550006 0.48119816770000007 0.48077901860000011 0.34545372890000009 41.872669623500009 0.47470135625000004 0.48041974790000003 0.47778509625000004 39.56957118270001 0.34491482290000003 0.34500464060000008 0.47760546090000006 0.34512439750000007 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=2 -2 10 9 -5 -6 8 -8 -7 -4 13 -10 -13 14 16 -15 22 18 19 20 -18 -22 23 26 -25 -26 -1 28 -28 -30
right_child=1 -3 3 4 5 6 7 -9 11 -11 -12 12 -14 15 -16 -17 17 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0087605934746013987 0.040675047958485318 0.0015461901771484743 -0.019358836775498246 0.031246811902029006 -0.076823143304435071 -0.10338626900267077 0.071728548737823902 -0.015112232040965968 0.054610624020919207 -0.10257535517682237 0.026630822708524005 -0.085057486938790131 0.050264022116442368 0.022793494979505807 -0.036994742641911292 -0.00013724558197701148 0.088527896678094603 -0.045584146461160074 0.055740552177878155 -0.080178114983147891 0.06050222286725504 -0.03612794959848694 0.018777019718632715 0.014067406233773953 -0.0009920837744778711 -0.052616577079799255 0.058123722164639839 0.082958982116510427 0.027574263181061438 -0.075124005612493674
leaf_weight=1.4051832086241061 0.118381149606411 4.1197065059584528 0.13327908967114921 0.3806951943261081 0.17420288326684386 0.096209956973325461 0.21798415825469419 0.19135796679549344 0.056526111824496184 0.125147357460625 0.32518213500756488 0.0459494799812461 0.03746834633660967 0.91172082396224041 0.58008862965605335 10.139190254851792 0.1485991663257662 0.45825619273819018 0.2621701336465776 0.28785083982870674 0.14458602650918095 0.36616298282274329 1.5484974323230742 0.44269062761304645 0.42289323529257672 0.54987701132631628 0.21238317060872802 0.23880138620734215 0.24619614925680289 0.22504777975154866
leaf_count=174 33 715 32 21 10 11 11 36 7 58 33 35 10 23 25 1280 10 14 7 47 41 44 55 23 21 39 8 6 62 9
internal_value=-1.11041e-05 0.00263916 -0.000562393 -0.00894251 0.00197572 -0.0116187 0.00597826 0.0311325 -0.0376233 -0.0596578 8.39115e-05 0.00758796 -0.0242758 -0.000380451 -0.00350993 0.00175458 -0.000718785 -0.0124014 0.000172321 -0.0152081 0.0131558 -0.00877328 0.00296295 -0.00357928 -0.0163372 -0.0301738 0.00417903 0.0238906 0.00325717 -0.0214704
internal_weight=24.6123 4.23809 20.3742 1.45882 1.20039 0.819699 0.645496 0.409342 0.236154 0.258426 18.9154 0.139944 0.0834178 18.5902 7.53928 11.0509 6.9592 1.66763 1.20937 0.947199 0.659348 0.510749 5.29157 3.74307 1.41546 0.97277 2.32761 0.922428 0.683627 0.471244
internal_count=2900 748 2152 231 141 120 110 47 63 90 1921 52 45 1888 585 1303 560 163 149 142 95 85 397 342 83 60 259 85 79 71
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 2 0 2 0 2 1 1 2 2 0 0 0 2 0 0 0 2 0 0 0 1 2 0 0
split_gain=0.00292533 0.0113696 0.021908 0.0382291 0.0508344 0.0258565 0.0111565 0.0557735 0.0098381 0.0697721 0.0550336 0.0415812 0.0127133 0.0120896 0.0154166 0.102277 0.119156 0.0446384 0.0190215 0.0107556 0.0914959 0.031145 0.0248633 0.0567366 0.0864668 0.150404 0.0879238 0.102195 0.0636313 0.0445502
threshold=43.45354240915001 44.269496632500008 0.53592706805000012 0.36000419150000007 0.48607826115000008 43.874475754150005 44.758188263300006 0.47943175355000006 43.082598263550004 0.48759019190000008 43.162556114600001 0.34581299960000006 0.34527409360000011 43.022303514600004 42.773538294100007 0.47997065955000012 0.48140774230000011 0.50356276755000018 42.686561923500008 0.48607826115000008 0.48759019190000008 0.48320409570000006 41.792045663550006 0.48119816770000007 0.48077901860000011 0.47943175355000006 0.34545372890000009 41.872669623500009 0.47470135625000004 0.48041974790000003
decision_type=2 2 2 2 2 2 2 2 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 -2 7 -3 13 11 -11 12 -10 14 18 -16 -17 -18 19 21 -21 22 29 24 25 26 27 -24 -29 -1
right_child=1 6 -4 -5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0032524128376260559 0.047378173342865801 0.019313969072204316 -0.022862277697178277 0.051382021697789437 -0.033336262423519794 0.0063644678338982468 0.00067388349324114163 -0.079765185501735197 -0.052146742128826876 -0.032694227125313606 0.037517794949022479 -0.0027432200941556999 -0.108299512502624 0.022745290174489022 -0.1046562884822976 0.064269569741529503 -0.10461697619855244 0.0029011512466234415 0.024134326242030209 0.048045836663628778 -0.00012351921886747278 -0.01899313284348151 0.10107525894313914 -0.041499496042067117 0.051683341302607266 -0.10870817576611465 -0.057663073585664949 0.056426187705294256 -0.024336292307112525 0.016983552794491492
leaf_weight=3.6990650416112141 0.22727068810505924 0.13583295627488245 0.17702715855686069 0.23057628968126664 0.24411224701907486 0.47493104130936104 2.6480660365902295 0.097665936476141635 0.071168755390182636 0.1788529830653971 0.29704638297587849 0.10232954535635486 0.093016621058054083 0.22927798343539763 0.10557217318401058 0.17760031390935183 0.084666663860843983 0.070990888955403619 0.32305668573563551 0.41028638521674921 10.139354481670065 1.069934451706789 0.12783049165318494 0.4533020460512488 0.25487490277737379 0.14215502120987367 0.18143081822955764 0.13978888450717974 0.32289933304787155 1.541222892953783
leaf_count=342 31 21 48 43 13 41 517 34 31 20 39 15 16 22 31 7 14 36 33 11 1280 37 9 14 7 21 34 41 37 55
internal_value=-1.19987e-05 0.00237763 0.0099362 0.0148697 0.00597324 0.0196387 -0.0011738 -0.022128 -0.00051266 -0.0118108 0.0111306 -0.052776 -0.0839592 -8.19212e-05 -0.00035389 -0.0188823 0.00828992 -0.0555811 7.84804e-05 -0.000342001 0.00174984 -0.00312399 -0.000649852 -0.0114679 0.000177588 -0.0141835 0.0032233 0.02193 6.39335e-05 0.00269919
internal_weight=24.4512 4.23548 1.35392 1.17689 0.946314 0.702202 2.88156 0.233499 20.2157 0.742414 0.475899 0.266515 0.164185 19.4733 19.244 0.43883 0.333258 0.155658 18.8052 18.4821 10.5496 7.9325 6.86257 1.62228 1.16898 0.914105 0.77195 0.590519 0.462688 5.24029
internal_count=2900 748 176 128 85 72 572 55 2152 121 59 62 47 2031 2009 88 57 50 1921 1888 1291 597 560 163 149 142 121 87 78 397
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 2 1 0 0 0 2 1 0 1 1 1 0 0 1 1 1 0 2 0 2 2 1 1 1
split_gain=0.00286404 0.00710697 0.025796 0.0103463 0.0151876 0.0265236 0.0172402 0.00940131 0.0102991 0.00557077 0.00424469 0.00423116 0.0328311 0.0837724 0.0212292 0.0189911 0.00384154 0.00337663 0.0519477 0.0330337 0.014371 0.0434212 0.0378702 0.0636732 0.0217275 0.013755 0.0604904 0.0352031 0.0465288 0.101103
threshold=35.461062230100005 0.4588185982500001 0.31100865245000009 35.337501601400007 0.49850303880000008 0.50041914915000019 35.131296350900008 0.38906020780000011 0.54384599265000022 0.56793209785000009 0.56859076075000015 36.372781240150012 0.36449507500000006 0.50482021495000018 0.38733870245000007 0.38991347565000006 0.33263974130000007 0.5025747732000001 0.49967066855000003 0.35394149875000008 0.35585760905000008 0.34988473400000003 0.47976108500000009 38.771633980050005 0.47305469895000007 38.703421923500009 38.828362408050005 0.36998892250000009 0.37668033890000002 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 -7 -9 -10 -11 12 -2 -14 -15 -16 -4 18 20 -19 21 -13 24 -24 -22 -21 -27 -28 29 -29
right_child=11 3 16 -5 5 6 -8 8 9 10 -12 17 13 14 15 -17 -18 19 -20 25 22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.1002051803388494 0.040308324343014491 -0.031095464155641229 -0.1011663249069082 0.068508174843704736 0.10013531030873542 -0.0087996554583921992 -0.10091495675604023 0.070562231127743832 -0.10019164099995843 0.088239869441659527 -0.10003327212413896 -0.00012182280807719939 -0.10513552409925019 0.10036123444989509 0.10018785179191732 -0.10040773619594379 -0.03082433005519691 -0.058966043318865957 0.040402276794299904 -0.0094874394848678892 -0.010445709825974743 0.036026738666010749 -0.00080259194392988181 -0.074628338285557899 0.044835183040673812 0.067690497044627998 0.036584333026334979 0.0048326275009071308 0.00048227549622742623 -0.090446688444956791
leaf_weight=0.011598845943808112 0.072762435414915533 0.069676914648953758 0.019731491994910758 0.032356774333801797 0.036329702124930918 0.067684863788599614 0.014057477324120493 0.041990308691310929 0.0062117805837971496 0.0042614120175130665 0.0016654972812206459 12.840302290166917 0.084554700297303498 0.034980628173798323 0.0073913263622671357 0.013056887324053995 0.012800470028163476 0.098897809970366235 0.32626989157256581 1.5475897691745437 0.15013300700719845 0.341120012146784 0.29401545616565272 0.19385399650172552 0.13505768496543169 0.13301066826957697 0.25007297379511406 0.28782194183440868 7.0182070438458908 0.1816624529578803
leaf_count=2 18 24 35 9 8 18 6 15 27 2 136 805 6 5 2 53 30 9 26 248 47 24 18 54 10 16 40 17 1149 41
internal_value=-1.4264e-05 0.00940824 -0.0278369 0.0154019 0.00829765 0.0242371 0.00394321 0.016044 0.0471094 -0.0340191 0.035334 -0.0001392 -0.0141792 -0.0425014 0.0530447 -0.0278993 -0.0734886 -1.36871e-05 0.000958728 -0.00147281 3.64982e-05 0.00081366 -0.0132149 -0.0301371 0.0157336 -0.000869097 0.000825483 -0.000323914 -0.00155657 -0.0320348
internal_weight=24.3291 0.318366 0.0441308 0.274235 0.241878 0.172201 0.135871 0.121814 0.054129 0.0121387 0.00592691 24.0108 0.212746 0.139984 0.0554288 0.0204482 0.032532 23.798 14.2808 9.51726 13.9545 13.1814 0.77306 0.487869 0.285191 9.41836 7.87078 7.73776 7.48769 0.469484
internal_count=2900 312 67 245 236 212 204 198 180 165 138 2588 84 66 60 55 65 2504 984 1520 958 829 129 72 57 1511 1263 1247 1207 58
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 0 1 0 0 0 2 1 1 0 1 2 2 1 2 1 2 1 1 0 1 2 0 1
split_gain=0.00299234 0.0191629 0.0136638 0.0156078 0.0263865 0.0169998 0.0255676 0.00617489 0.0160624 0.018334 0.0090645 0.0143427 0.00912606 0.00952652 0.00671046 0.00560471 0.00374317 0.00290235 0.0154639 0.0501225 0.0153228 0.0303101 0.0156181 0.0128825 0.0426172 0.0559932 0.0196831 0.0859413 0.118449 0.0935238
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.49967066855000003 0.50482021495000018 0.37138109635000011 0.51243974730000008 0.52161611930000007 0.53781323915000012 34.394321486900004 0.43166372265000008 0.43625939340000008 0.41932876265000008 0.35814795965000007 42.487106141350004 42.564639561200003 0.34744468730000005 42.297164883650005 0.34632196640000007 42.406961525800007 0.32600820335000008 0.31810424840000007 0.41254752850000004 0.34500464060000008 41.24714903835001 0.47943175355000006 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -7 -8 -9 -10 -11 -12 13 -13 -15 -1 -6 20 19 -19 23 -22 -23 24 25 -2 27 28 29 -25
right_child=17 -3 -4 4 5 6 7 8 9 10 11 12 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.10083399200211587 0.044965386225504632 0.053284547211309298 -0.045124766851362588 0.10079784795784992 -0.005185979368720289 0.10020681472698825 -0.019933499349234027 0.10033889345508298 -0.10067554840471112 0.044403940118496833 -0.1004064725463135 -0.10053630266801977 0.07331742851606643 0.084157330142875186 -0.10011636220709751 -0.015401762936343917 -0.037897078879562535 -0.012746433188242201 0.00011979029149533872 0.046523607581662539 -0.042202524848260037 0.014301070393681789 -0.019536246244157722 0.0023718681991095874 0.05335839732952178 -0.10422861231569902 0.001041293688245816 -0.035574794916380013 0.033222763215317232 -0.059419050280849164
leaf_weight=0.017087562927897371 0.050441598937314036 0.077734472275315269 0.059351861403127648 0.030379216652363539 0.062531025937093199 0.034216698059026385 0.060654099914245307 0.020397430052980781 0.01460178229172017 0.06107489364922003 0.013653762216481624 0.0092648070345028727 0.01701315329655647 0.0079487450802844251 0.0026300438463177445 0.013946657863016299 0.07940454399203567 0.2815280647871824 6.4495320398618379 0.28929679812381437 0.26321344024227933 0.30261797508941157 0.24835395885213529 0.76132143590100942 0.16266244394728346 0.050181059064868805 12.865749455294434 0.81158867128851842 0.78008116147248063 0.36114057529857746
leaf_count=48 32 12 24 2 34 6 13 3 5 16 26 16 50 9 121 5 18 20 1067 24 33 22 22 48 17 16 1106 43 22 20
internal_value=-1.52465e-05 0.00706931 -5.64858e-05 0.00595714 0.0110872 0.00397874 0.0201234 0.00690098 0.0180046 0.00469575 0.0184844 -0.0128563 0.019577 -0.026498 0.0383442 -0.0624411 -0.0234859 -0.000189353 0.00151605 0.0172919 -0.000908109 -0.0142872 -0.000951306 -0.000220554 0.021715 -0.0294385 -0.000591243 -0.00832993 0.00329221 -0.0175087
internal_weight=24.2596 0.581891 0.504156 0.444804 0.41377 0.383391 0.241455 0.207239 0.146585 0.126187 0.111585 0.0505105 0.0368567 0.0198436 0.0105788 0.0310342 0.141936 23.6777 7.02036 0.570825 16.6574 0.814185 0.550972 15.8432 0.263285 0.100623 15.5799 2.71413 1.90254 1.12246
internal_count=2900 408 396 372 319 317 265 259 246 243 238 222 196 146 130 53 52 2492 1111 44 1381 77 44 1304 65 48 1239 133 90 68
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 1 0 2 0 1 0 2 1 2 2 2 1 0 1 0 2 1 1 0 0 2 1 0 1
split_gain=0.00366932 0.0265347 0.0274311 0.0414979 0.072662 0.0360762 0.0270055 0.0565038 0.0230142 0.0389277 0.0181214 0.0561325 0.0610959 0.05854 0.102954 0.098483 0.087002 0.0993667 0.0485424 0.0413263 0.0257555 0.0152906 0.0611733 0.0616852 0.0357702 0.0354724 0.0345725 0.0154245 0.0148015 0.0549071
threshold=0.47778509625000004 0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.34524415440000006 0.34500464060000008 0.47648274005000008 42.718072821900002 0.46594413340000007 0.34569324270000007 0.48607826115000008 39.749124837650008 0.34536391125000004 41.21013581150001 42.988308018450006 41.061442884200012 0.34521421515000011 0.48015029490000011 0.34491482290000003 0.48077901860000011 48.919835655300012 0.31100865245000009 0.31123319660000009 0.39672464895000009 0.39614083410000006 43.57842012870001 0.30560462260000004 0.48759019190000008 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 7 21 -7 -10 11 12 -2 16 -15 -16 -14 19 -12 -18 -20 22 25 -24 -25 27 -26 -1 -22 -30
right_child=10 -3 3 5 -6 8 -8 -9 9 -11 18 -13 13 14 15 -17 17 -19 20 -21 28 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.10027419434434739 0.023300356003769923 0.015348047594770799 -0.10907912375253792 0.054712458927031173 -0.00089772523287603816 0.013714673273490338 0.032683530754443052 -0.051086867529343244 0.0033662545706461613 -0.10150934996405968 0.036837640533898382 0.022008794748505457 -0.028783550539000592 0.00384623225792025 -0.10639292892681605 -0.018753307950469339 0.0091568501245921034 0.052614879828377217 -0.038900161000610542 -0.035961910423125361 0.0081063250381289906 -0.0076739430233589579 0.066539698269381817 -0.035596344604440298 0.0057421497092798313 -0.086681427717692938 0.051020484892537882 0.055402391114330624 -0.048401894520557383 0.00011140344818416407
leaf_weight=0.0079480708515499154 0.4500561688764767 1.2068828684859907 0.11872597376372362 0.091823978307047582 0.13014706740079263 0.12268402791340804 0.26315829624378384 0.2077503699505544 0.076127477370137919 0.066142759687668695 0.36824193825122797 0.59425228422787757 1.0547575855889597 0.34744336450239632 0.28196114311140263 0.23515986778093634 0.51170188690806007 0.38316445539385313 0.16764567302379774 0.33651134692217965 2.1787109957612243 0.96196202889905169 0.18817431734430545 0.18254102192079824 1.4236466243695529 0.10300789754452921 0.19129535301544809 0.031943770094841284 0.23805445397738445 11.670636029358342
leaf_count=82 25 41 14 10 52 24 12 24 23 45 36 21 39 15 34 8 24 22 10 29 78 26 7 27 157 24 33 20 6 1932
internal_value=-1.35417e-05 0.00229107 -0.00149054 -0.0211652 -0.0525061 0.000696912 0.0018553 -0.000604381 -0.018023 -0.0453914 -0.000671671 -0.00646545 -0.0111647 -0.0160878 -0.0382532 -0.066539 -0.00770538 0.0103495 0.000990401 -0.0087431 6.43813e-05 0.00278914 0.00751774 0.0120655 0.00636278 -0.0556761 0.0111055 0.0243853 0.000528075 -0.000858376
internal_weight=24.1923 5.37396 4.16708 0.605651 0.248873 0.356778 3.56143 3.29827 0.264954 0.14227 18.8183 4.19501 3.60076 3.1507 0.864564 0.517121 2.28614 1.23138 14.6233 0.848213 14.255 3.09052 2.12856 1.98566 1.79748 0.1429 1.61494 0.0398918 14.0874 11.9087
internal_count=2900 621 580 168 66 102 412 400 92 68 2279 217 196 171 57 42 114 75 2062 53 2026 376 350 224 217 126 190 102 2016 1938
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 0 1 2 1 1 0 0 2 2 2 1 2 2 0 1 0 2 2 1 1 0 0 2 2
split_gain=0.00304426 0.015239 0.0198311 0.0150653 0.0141149 0.0102723 0.0295481 0.0149714 0.0196226 0.00968811 0.0414089 0.0289113 0.0263325 0.0438952 0.0249931 0.0396315 0.0299108 0.0208203 0.023794 0.0139287 0.0279214 0.0519657 0.0589585 0.0238171 0.0153427 0.0561684 0.0188995 0.0220954 0.0610437 0.125548
threshold=0.54679500610000009 0.54317236010000014 41.028010303750008 0.54749857790000023 0.54095685760000012 0.54910032635000017 0.55240861050000023 0.42194844465000009 50.065525775750011 0.39971857130000005 0.40105086675000007 0.52803808270000008 0.53781323915000012 43.968221017800005 37.858673296900008 43.633733172900008 0.39584144190000009 44.215931556700006 45.33565396960001 0.52290350590000012 0.38991347565000006 0.52682554415000016 37.962710038050005 39.788107623550012 0.39024280710000009 0.38906020780000011 0.51929582950000019 0.50579323975000012 42.929886289700008 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 -7 8 -8 11 -11 19 13 -12 -13 16 -16 -15 -19 24 -21 22 -22 -24 25 26 27 -1 29 -29
right_child=3 2 -4 5 -6 6 7 -9 -10 10 12 14 -14 17 15 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00095376111898435418 -0.042387587093043161 0.0023751379982830845 0.036256514034202263 0.025993880395065439 -0.019439583181718803 -0.061529248260651752 -0.10110069093764132 5.8885773969238325e-05 0.020857796217977852 0.074527884601996872 -0.10116461828097073 0.019889252544773708 0.016796636963932694 0.064787723479798665 -0.031022308366031839 0.00024502445290396346 -0.10214441153153289 -0.1022780803376262 0.012853882476357346 0.046750846383613827 0.057815833758070291 0.045660239422002466 -0.10284271103028159 -0.024064256074729805 0.012150075237517136 -0.029443120038076115 0.024634661847790579 0.0085709966194972079 0.030217414397002859 -0.068585610246224615
leaf_weight=15.431481826967273 0.094545915588184815 0.49014718752852005 0.26677990565394794 0.12693485904350188 0.37174976080865363 0.083840118985650913 0.033221563654859732 2.3630146254011746 0.021882446304971381 0.091635371332814408 0.057981291713091743 0.10952034038564207 0.38543712953241993 0.039002511789703931 0.14350073656441964 0.19375082925625975 0.10057443433470326 0.026352207716041187 0.056302248243828346 0.19338833618939943 0.053449029750112231 0.14351818936563632 0.07809251571678999 0.07546157008624732 0.98568374822385152 0.65324552893434784 0.31686285621640209 0.4652035409817461 0.24525371113298888 0.38578608106763568
leaf_count=1124 11 39 28 11 35 34 51 943 13 9 46 23 43 11 20 25 38 20 67 25 22 24 15 37 35 19 29 34 38 31
internal_value=-2.00753e-05 0.00038138 0.0143167 -0.00316872 -0.000130579 -0.00175825 -0.00316623 -0.00114269 -0.0526696 0.000224221 0.0121714 -0.000176595 0.00205942 -0.0295612 -0.0228358 -0.0335233 -0.0603291 0.00456475 -0.0238529 0.000475224 0.0162475 -0.000581698 -0.0326419 -0.0641284 1.10974e-05 -0.000672713 0.000443025 -2.07673e-05 -0.0137389 -0.026407
internal_weight=24.0836 21.3602 0.756927 2.72344 20.6032 2.62889 2.50196 2.41812 0.055104 20.2315 0.656711 19.5748 0.565075 0.179638 0.547346 0.437826 0.244075 0.121657 0.0826545 19.0274 0.54391 0.350521 0.207003 0.153554 18.4835 17.4978 16.8446 16.5277 1.09624 0.85099
internal_count=2900 1837 67 1063 1770 1052 1041 1007 64 1735 196 1539 187 144 106 83 58 98 87 1433 123 98 74 52 1310 1275 1256 1227 103 65
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 2 2 2 0 1 1 1 2 0 1 2 0 1 1 0 2 0 1 0 2 2 0 1
split_gain=0.00309213 0.0575309 0.012646 0.0275835 0.0369933 0.0204108 0.120668 0.0579543 0.0926972 0.0335138 0.0388841 0.0323021 0.0955023 0.0581606 0.172604 0.0243927 0.0183924 0.0255227 0.0232445 0.0178085 0.0268382 0.0253961 0.0729854 0.0480908 0.0458082 0.0295377 0.019924 0.019442 0.058874 0.0472886
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48661716715000009 0.3459626957000001 0.34581299960000006 41.919251152600005 42.072181850200003 41.919251152600005 0.49320379630000005 0.34560342505000002 0.34542378970000004 0.34512439750000007 43.740100730350001 0.52511900840000014 0.3447052483500001 43.022303514600004 0.47778509625000004 0.34620220950000008 0.3465914194000001 0.50300889195000009 43.19689381845 0.50482021495000018 0.36195024100000012 0.49588335680000006 47.001379125850008 42.448133449100006 0.57357564145000006 0.43625939340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5 -9 10 -7 12 13 16 -15 -12 17 -10 -18 -11 -21 22 25 -23 -24 -22 -26 28 29 -25
right_child=1 2 3 5 -6 9 -8 8 11 19 15 -13 -14 14 -16 -17 18 -19 -20 20 21 23 24 27 26 -27 -28 -29 -30 -31
leaf_value=0.0011164684954264002 -0.059884617314903382 0.015230769606944146 -0.028915693288501149 0.028344789245641655 0.0088252114806871753 -0.065903526177473845 0.055926321287553121 -0.073614466338027498 -0.034788898410868345 -0.026568736406138833 0.033521704602789401 -0.027086736404026542 0.051188278191846827 -0.10581422746574531 0.029674991790245367 -0.034004772009841859 0.0011907693261746161 0.0008100935140951097 0.036367486185919722 0.028676042884888203 -0.043144406358714332 0.083077591787874966 0.039470282743169181 0.011623995491556511 -0.06943711472497853 -0.0083836367253363759 0.0089266830968361514 -0.0022978289710333653 -0.048737027738050546 0.091911586228052955
leaf_weight=11.944031255731369 0.16451284975183966 0.49960696570013752 0.74478607047649237 0.64383450634065109 0.3987729530234887 0.18134502064276592 0.4275515690264341 0.18239405109267171 0.22778290593333284 0.26754886343712758 0.098733049422662589 0.41421455737322777 0.36054099770736581 0.19365422077830396 0.18275880886221785 0.11675291617931638 0.48834623187394743 1.7385756971190331 0.30528028449134581 0.30393827747593594 0.56149931579309109 0.074198874382773616 0.335724317090353 0.19104806082032144 0.065276002617857709 0.43293844186700881 0.064507817762205377 2.1828769315463843 0.091741593885885209 0.11908873356878757
leaf_count=1360 11 22 35 31 53 13 21 24 44 17 7 35 30 42 9 36 37 153 16 16 38 18 22 46 44 14 6 658 35 7
internal_value=-2.40007e-05 -0.00115352 -0.000341265 -0.00102397 -0.015755 0.000619177 0.00504741 0.000455555 -0.00393087 -0.0038767 -0.0317811 -0.000681225 0.00244652 -0.00315653 -0.0400305 -0.00306496 0.00187243 -0.00331369 0.014722 -0.00151584 -3.29962e-07 -0.00211639 -0.0127133 0.00370204 0.0199661 -0.028011 -0.0304871 0.00142346 0.0216363 0.0424534
internal_weight=24.0039 12.0598 11.8953 11.3957 1.14356 10.2522 5.16493 4.73738 4.09355 5.08722 0.396831 3.91115 3.49694 3.1364 0.376413 0.215486 2.75999 1.96636 0.793627 4.69039 4.42284 4.1189 1.45995 2.65895 0.465508 0.994438 0.129784 2.58476 0.401878 0.310137
internal_count=2900 1540 1529 1507 88 1419 442 421 390 977 56 366 331 301 51 43 250 197 53 921 904 888 124 764 72 52 50 746 88 53
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 2 1 0 1 0 1 1 0 0 2 1 2 0 2 2 2 0 1 2 1 2 1 0 0
split_gain=0.00296181 0.022704 0.0264883 0.034009 0.0690378 0.0324198 0.0340502 0.0223341 0.0472311 0.0168861 0.0262493 0.0284967 0.0382738 0.0177728 0.0319344 0.0132815 0.0525428 0.0525559 0.0306766 0.017342 0.0412452 0.0321218 0.0265939 0.0315122 0.0654962 0.0320004 0.0139779 0.010431 0.0417932 0.00984721
threshold=0.47778509625000004 0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.4622167001000001 42.207998345450008 0.34500464060000008 0.47648274005000008 0.34446573455000007 0.47868327295000007 0.34488488370000009 0.34545372890000009 0.47905751325000007 0.47943175355000006 48.919835655300012 0.31100865245000009 48.680511450650009 0.39614083410000006 43.061965423550006 42.508878681700004 41.66248410610001 0.47470135625000004 0.32600820335000008 39.091773401050006 0.32144247180000002 44.921040431000009 0.34307356065000005 0.46928235680000008 0.48101853240000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -5 -7 8 15 -2 11 -11 -13 -12 -15 16 18 19 26 20 21 22 23 25 27 -18 -1 28 -25 -16
right_child=9 -3 3 5 -6 6 -8 -9 -10 10 13 12 -14 14 29 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10030680395444408 -0.031433074667253154 0.014205150751508048 -0.10834282402930494 -0.064839219911675516 -0.00066561257792161898 0.067882793936311789 -0.0087678576720831396 0.030110562231026247 -0.047125150172576562 0.015888810286005303 0.025494736179804179 -0.097922498636767441 -0.013746626200346638 -0.034981797050302625 0.0075587592508019087 -0.0070716975761644599 -0.00016957407269208759 0.050149496106332542 -0.083050673677849837 -0.017495092560626025 0.046513121260137125 -0.033660451767362563 0.044866056006751726 -0.02422946044407711 -0.075823475571458299 0.069396340249016045 0.052479954438309301 -0.012165529852264656 0.066720441321136442 -0.00046555128752052716
leaf_weight=0.0074352903916207183 0.17614506133633767 1.1933122111950067 0.11008783158034033 0.064706400943155606 0.12969182490077111 0.081998037072480656 0.19764998602926709 0.25830411976423295 0.20319074813610871 0.099509521533039158 0.27316845325549621 0.091947148481267504 0.13094033910147118 0.2602225392038261 1.6925471568074524 0.96342905489018438 0.16212009054979121 0.29511671140789997 0.097101742494714927 0.2978336738133861 0.24295677442933072 0.21525001283498568 0.17075319704599679 0.097882463866710623 0.12717788000381347 0.11167285746390121 0.030758823326323181 0.14876680910631374 0.10442671203054488 15.857616634590384
leaf_count=93 18 41 14 31 52 6 65 12 24 8 21 25 24 13 82 26 36 4 24 42 14 27 7 39 18 16 9 17 4 2088
internal_value=-2.2923e-05 0.00205951 -0.00145978 -0.0211865 -0.0501025 -0.00105189 0.0137075 0.00180068 -0.000431566 -0.000618178 -0.000323279 -0.0286063 -0.0484715 0.000180956 -0.000207296 0.00265619 0.00709954 0.0112316 -0.0531868 0.00439036 0.00911027 0.00112532 0.00923936 0.00115027 -0.0143379 0.0282045 0.0227368 0.0079354 0.0227165 0.000308318
internal_weight=23.8937 5.31162 4.11831 0.584134 0.23978 0.344354 0.279648 3.53418 3.27587 18.5821 18.406 0.322397 0.222887 18.0836 17.8104 3.07268 2.10925 1.97396 0.135296 1.67884 1.38101 1.13805 0.9228 0.752047 0.478254 0.273793 0.0381941 0.351076 0.202309 17.5502
internal_count=2900 621 580 168 66 102 71 412 400 2279 2261 57 49 2204 2183 376 350 224 126 220 178 164 137 130 78 52 102 60 43 2170
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 1 1 1 2 1 0 1 1 0 0 1 0 0 0 1 2 0 0 1 0 0 1 2 1
split_gain=0.00276459 0.00646245 0.00908089 0.0115563 0.00769829 0.00458763 0.0105283 0.0123633 0.00714211 0.00446377 0.026757 0.0715634 0.0181598 0.0160732 0.00334372 0.0414728 0.0328365 0.015239 0.0386559 0.00918793 0.0604711 0.0498284 0.0243695 0.0711447 0.046164 0.022045 0.0197003 0.0219256 0.0140092 0.138354
threshold=35.461062230100005 32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 0.4942366995000001 0.36597706655000006 0.38991347565000006 0.39971857130000005 36.372781240150012 0.36449507500000006 0.50482021495000018 0.38733870245000007 0.38991347565000006 0.5025747732000001 0.49967066855000003 0.36501901140000009 0.49811382890000006 0.49588335680000006 0.50579323975000012 0.37668033890000002 39.685256516350002 0.51700547890000015 0.51929582950000019 0.38042274180000007 0.50749977545000013 0.52161611930000007 0.38906020780000011 39.420767558750008 0.39024280710000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3 -7 -8 -9 10 -2 -12 -13 -14 15 17 -16 18 -11 -18 21 -21 24 -24 -22 -23 -25 -28 -29 -30
right_child=9 5 3 4 -6 6 7 8 -10 14 11 12 13 -15 16 -17 19 -19 -20 20 22 25 23 26 -26 -27 27 28 29 -31
leaf_value=0.10016897220407806 0.035366632670979919 -0.0079937071363229729 -0.10061307244217366 0.053969751378362053 -0.10045493327774813 0.049034389529660966 -0.024490991910461554 0.085764047096042836 0.0044829868752926305 -0.00023138928773384855 -0.10444207333012763 0.10030731446301749 0.10015850099758386 -0.10034276990083778 -0.035067320946134246 0.036510975614826337 0.0092389263906552926 -0.020863344183635644 0.033419640880095747 -9.8952076985189041e-05 0.054982712756403075 -0.03829164456033525 -0.10322128924498906 -0.023164654018924591 -0.0058069641752938293 -0.10319747061318313 0.027978681919712835 0.0065445979130514358 -0.11707262016558682 -0.00057637766413888862
leaf_weight=0.0048640673048666238 0.066822114715883618 0.064021610457424161 0.018311255613342438 0.012511034368344554 0.0043508446435002726 0.086120557185495272 0.067108501214534044 0.021070384596896474 0.022201362587068063 12.919140735402273 0.07447755616158247 0.029816754278726876 0.0062395281856879583 0.01113058134574485 0.28231917647826676 0.32061931473134642 0.88565827421351073 0.33738775262368115 0.35062940535310794 0.16944763928949935 0.22795299893096022 0.097945728513877839 0.067533090527490347 0.3526000895482343 0.27639330499141046 0.11235812994550542 0.29005465236221439 2.1424348086009326 0.10436931362892199 4.3892624796095836
leaf_count=1 18 32 57 7 103 13 15 6 78 915 6 5 2 53 26 26 41 24 19 11 19 3 13 21 24 50 33 301 5 973
internal_value=-2.37561e-05 0.00950622 -0.0278983 -0.0456086 0.0141238 0.0152546 0.022829 0.00238318 0.0440613 -0.000145567 -0.0154728 -0.0433955 0.0529577 -0.0283206 -2.17151e-05 0.000961793 -0.00147922 0.000124164 0.000657778 -0.000439008 -0.00148044 -0.0404537 0.000404786 -0.00105505 0.0216686 -0.0729686 -0.000107134 0.0010667 -0.000109596 -0.00328213
internal_weight=23.8152 0.30056 0.0400372 0.0351731 0.0168619 0.260522 0.196501 0.11038 0.0432717 23.5146 0.188487 0.121664 0.0471869 0.0173701 23.3261 13.9278 9.39833 13.6072 13.2698 9.11601 8.23035 0.379751 7.8506 7.34625 0.504346 0.210304 7.27872 6.92612 6.63607 4.49363
internal_count=2900 312 168 167 110 144 112 99 84 2588 84 66 60 55 2504 984 1520 958 934 1494 1453 64 1389 1346 43 53 1333 1312 1279 978
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 2 0 2 1 0 0 1 1 0 2 2 1 0 2 0 2 0 2 0 2 1 2 1 2
split_gain=0.0026934 0.0196479 0.0494826 0.0316829 0.0307872 0.0148515 0.0491837 0.0114617 0.00973412 0.0199348 0.017423 0.0158823 0.0130567 0.0244376 0.0119826 0.0103777 0.0371289 0.0189889 0.0169203 0.0269599 0.00966865 0.0090704 0.03658 0.0319321 0.0246329 0.047343 0.019208 0.0170942 0.0117436 0.0255204
threshold=0.54585192060000021 0.42019700010000005 0.40367054880000008 0.42194844465000009 0.55240861050000023 0.54317236010000014 39.945535567850008 0.54095685760000012 38.386256906100009 0.44751654140000008 0.56369569775000017 0.55892039160000018 0.4323972336000001 0.43625939340000008 0.62143349005000015 39.468990633150007 40.580626202750004 0.44805544745000009 0.56704889075000009 39.420767558750008 0.62406814170000013 42.654057868200006 0.56793209785000009 42.508878681700004 0.56859076075000015 44.710446918150005 0.46419268885000003 41.986601436450009 0.46613873835000008 41.811877919650009
decision_type=2 2 2 2 2 2 2 2 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 -1 9 -6 -11 -10 -13 -14 -12 18 17 -17 -15 -20 -16 23 -23 26 -24 -26 27 -18 -28 -30
right_child=1 3 -4 4 8 6 -8 -9 11 10 14 12 13 15 20 16 21 -19 19 -21 -22 22 24 -25 25 -27 28 -29 29 -31
leaf_value=0.00021506323194857868 0.030048363591193991 0.050791238203192618 -0.10232947065604366 -0.037738414930530997 -0.084514459003293019 0.054924928521101563 -0.0040492424532650329 -0.017520182809563814 0.023295205318720265 0.061327094870346766 -0.1005042725840877 0.03332642278466353 -0.059570510953812418 -0.0049203717424527007 0.087227858672566758 -0.010904402102464048 -0.030884696332282253 -0.10281978587245605 0.00055056119671766178 0.10123871449322847 -0.10043360144781029 -0.10224136646562615 0.074657962089041838 0.049732992049404075 -0.075278908253889484 0.0031243718010550334 0.058516049991975065 0.0084350117501940849 0.044261058969728498 -0.10044390419958081
leaf_weight=19.916453338417579 0.050804566759580685 0.11228689846757367 0.063568755049225975 0.23802472599345526 0.040615415869127161 0.2107681339417401 0.42977567619209367 0.37118955022745481 0.28786762959578016 0.029280103097448773 0.017518775937855752 0.10009434940593553 0.075254657596815266 0.14385262539144617 0.0085942090322816966 0.037759315338916966 0.24099217393450068 0.055531388844888951 0.05688911859769874 0.049934389473264673 0.0040342125873685389 0.039276057825190946 0.038538475288078189 0.14307064456073704 0.089250877050258026 0.56187775976613352 0.070387915708124638 0.20430065970867872 0.037289846790534265 0.018105105120824305
leaf_count=1735 38 14 55 25 74 21 34 35 41 8 99 11 8 11 6 6 33 54 51 3 103 9 3 17 72 209 3 14 70 38
internal_value=-2.67015e-05 -0.00293077 -0.0435273 -0.00121148 -0.00346745 0.000363918 0.015356 -0.000109427 3.28594e-06 -0.0305185 0.00638487 0.00136022 -0.00185744 -0.00374849 -0.0469771 -0.00139777 -0.00447591 -0.0656171 0.017468 0.047617 0.0272785 -0.000523339 -0.00837051 0.00748642 -0.00302463 -0.00762245 -0.00309754 -0.0128448 0.0314094 -0.00303384
internal_weight=23.7432 2.815 0.114373 2.70063 2.58834 20.9282 0.640544 20.2876 2.35032 0.100043 0.0594273 2.25027 1.96241 1.86231 0.0301472 1.78706 1.53638 0.0932907 0.250676 0.106824 0.0126284 1.44309 0.728943 0.714146 0.689667 0.651129 0.571076 0.445293 0.125783 0.055395
internal_count=2900 1075 93 982 968 1825 55 1770 943 290 216 653 612 601 208 593 528 60 65 54 109 468 293 175 284 281 158 47 111 108
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 1 1 0 2 2 2 2 1 2 2 2 0 1 0 1 1 1 0 2 1 2 2 2 2
split_gain=0.00271688 0.014991 0.0106402 0.0240653 0.00722065 0.0108778 0.00481627 0.0100677 0.0169824 0.0087096 0.013093 0.022489 0.019305 0.0074571 0.0921542 0.0132252 0.0276981 0.0097959 0.0443309 0.0402898 0.0480994 0.0540165 0.0209622 0.0182778 0.0129536 0.00669686 0.025063 0.042649 0.0815369 0.0409169
threshold=0.49901200560000009 48.008184682100008 0.50525433370000017 0.52041855035000018 45.445415294500002 45.027406014450008 0.47277027635000007 0.49703601690000004 0.63075955810000017 44.710446918150005 41.902916368500009 41.792045663550006 37.572218886150004 0.45976168375000009 42.467547400400008 41.322103772800006 39.468990633150007 0.56793209785000009 0.44805544745000009 0.56915960600000015 0.44922307715000004 0.43967246490000006 0.45051046375000009 0.5831561929500001 40.982542372850013 0.42829556000000008 42.467547400400008 41.840895355800008 41.348489042950007 43.509905336500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 13 8 9 10 11 12 -8 17 15 16 -15 18 25 -19 21 -21 -20 -22 -23 -1 27 28 -27 -28
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 19 22 20 23 24 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-7.6501363218515965e-05 -0.1000641252321321 0.04003066532371221 -0.10131605771371524 0.013087937343544936 -0.1013262497900797 0.1001825952342152 0.090228946594709758 0.069503519494069327 -0.065739431019494157 0.036991043287827007 -0.064218371441191538 0.10073071421912634 -0.10030514119833911 0.048679496579420833 -0.093855353516974202 0.055881126008481719 -0.044077962230210446 0.073326927656080274 -0.0049858703334999784 0.01135842310936235 0.050527793754599294 -0.035455311595552194 -0.059999553232912596 0.0055062251858759952 -0.10208644455008459 0.02629632990969237 -0.055077266454889633 0.066827761495603405 -0.068669892742876423 0.048195038860449603
leaf_weight=21.105423617052086 0.0056073959583383681 0.048619435736327432 0.025136969811796916 0.068472026491122051 0.024201172195091658 0.0052550202235579491 0.0077548146610665327 0.029028369611636018 0.028011559528678731 0.10180675267747574 0.026568442371853962 0.020801214501261711 0.016920873119282476 0.065875943725666519 0.10084734977918419 0.076317120551721018 0.06295922960062228 0.092172168679099276 0.11238236510292487 0.15156130241148708 0.16957867623555734 0.046331735164074017 0.18051356043004851 0.19257895885721577 0.07879995482832669 0.39944141724329851 0.1267970705011976 0.14116588319302537 0.11686003254362731 0.055008998983523738
leaf_count=1858 262 11 19 55 32 1 39 10 24 35 23 1 29 42 21 7 19 15 11 43 25 24 39 39 35 82 14 10 12 63
internal_value=-2.65841e-05 -0.0123593 0.00207868 -0.0176331 -0.070924 -0.00318876 6.64363e-05 0.0144381 0.0065196 0.0181622 -0.00844472 0.0241393 -0.0404261 -7.61356e-05 -0.015584 0.0228922 0.00335074 0.000130467 -0.000243967 0.0115207 0.00260343 -0.0287886 -0.0388911 0.0265874 -0.0774153 0.000271856 0.0090321 0.0181193 0.00480161 -0.0238302
internal_weight=23.6828 0.177292 0.142228 0.093609 0.0350636 0.0108624 23.5055 0.230892 0.201864 0.173852 0.0720453 0.0454769 0.0246757 23.2746 0.306 0.205152 0.128835 22.9686 22.2376 0.731023 0.638851 0.276693 0.292896 0.362158 0.125132 21.9447 0.839273 0.657467 0.516301 0.181806
internal_count=2900 380 85 74 295 263 2520 161 151 127 92 69 68 2359 89 68 61 2270 2089 181 166 102 50 64 59 2039 181 104 94 77
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 0 2 2 2 2 0 1 1 0 1 0 0 1 1 0 1 1 0 0 1 1 0 0 1
split_gain=0.00337346 0.0192767 0.0129339 0.0060447 0.029658 0.0216886 0.0306399 0.0123579 0.0137051 0.0142179 0.0100527 0.0107838 0.00438342 0.0297712 0.0174035 0.0186883 0.0157919 0.0157912 0.00925736 0.0105736 0.0277799 0.0211823 0.0232111 0.0203871 0.004918 0.00758648 0.0047902 0.00429736 0.00937296 0.0300716
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 49.110028829250005 0.39672464895000009 49.49736495185001 0.3972336157500001 50.065525775750011 50.666627092000006 51.307674290650006 51.779769178100004 0.61532588845000014 0.46613873835000008 0.47106374065000006 0.58736265385000019 0.59210802070000013 0.58859016195000013 0.59665878265000016 0.47383311875000006 0.52041855035000018 0.68186581240000022 0.49994012155000006 0.49703601690000004 0.63514565435000014 0.6329151821500002 0.50525433370000017 0.48711116435000007 0.58859016195000013 0.57600071855000012 0.45772581660000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 -9 -10 -11 -12 27 -14 -15 16 -16 -18 -19 21 -21 22 23 26 25 -23 -20 28 -2 -30
right_child=3 -3 -4 4 5 6 7 8 9 10 11 -13 13 14 15 -17 17 18 19 20 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00045883153399173488 0.00028505130972457637 0.04523330716328311 -0.10229542525777434 -0.10146818079093699 -0.062637848675322211 0.10112751381711511 -0.059252246817732959 0.039504586493111948 -0.10119963827658163 0.049505323924284222 -0.10128792038921074 0.0057585661163370621 -0.10193318199588969 -0.10042051992683709 0.10050919671541446 -0.10213542978897661 -0.10048140146122053 0.076567922182917136 -0.0089538739252010748 0.077839511702276071 -0.10080975421784066 -0.10094329657447101 0.089328006395338555 -0.10065145605198521 -0.10183579753234812 0.05472597745314163 0.060432824485208952 0.014195103457296458 -0.065407140479003339 0.010354037405703778
leaf_weight=0.044187625239863304 22.427676603556101 0.087068116097157144 0.016948225165833719 0.034460720198694395 0.049870059436287306 0.031845472753047943 0.034234487936528168 0.071174496393012987 0.017180529695622226 0.026019310960691655 0.014003373631991001 0.028694721208466945 0.032755581740723905 0.016460775887205265 0.018848374017238712 0.0150733717448924 0.013303012172022344 0.020005712682165999 0.022625377347761599 0.043205880540196695 0.010900105972954099 0.0063751849609410272 0.02868042941172888 0.02061993436338927 0.023932710443941796 0.0061514197281802296 0.017759040962102013 0.21792236311099955 0.088601065236249776 0.1281986114028939
leaf_count=102 1953 20 5 5 26 1 30 32 22 11 81 17 33 52 3 56 27 8 23 104 46 17 10 15 35 31 22 59 41 13
internal_value=-2.71566e-05 0.0150126 -0.0280269 -0.000122141 -0.0140509 -0.00301716 0.0103069 -0.00481139 0.00705418 -0.019834 0.000508783 -0.0293487 6.27915e-05 -0.012014 -0.00085483 0.00576762 0.012766 0.00502187 0.0120305 0.00486754 0.0418491 -0.0109947 0.0151328 -0.0197491 -0.0752646 -0.024499 0.0215589 0.000219518 8.50216e-05 -0.0206078
internal_weight=23.6148 0.148204 0.0611359 23.4666 0.307483 0.273022 0.223152 0.191307 0.157072 0.0858979 0.0687174 0.0426981 23.1591 0.296697 0.263941 0.247481 0.232407 0.213559 0.200256 0.18025 0.054106 0.126144 0.0896848 0.0610044 0.0364593 0.0125266 0.0403844 22.8624 22.6445 0.2168
internal_count=2900 127 107 2773 225 220 194 193 163 131 109 98 2548 482 449 397 341 338 311 303 150 153 70 60 83 48 45 2066 2007 54
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 1 2 2 2 2 1 1 1 1 2 2 1 2 1 0 0 2 0 0 1 2 1 1 1
split_gain=0.00297293 0.0282111 0.0203195 0.0280699 0.0163067 0.0200527 0.00882611 0.00401046 0.0135803 0.0122447 0.0176497 0.0220096 0.0223063 0.0217602 0.0183809 0.0156694 0.0151239 0.0331539 0.0160556 0.0639844 0.00807985 0.00691391 0.0433636 0.0134247 0.0136439 0.0832263 0.0124312 0.0256821 0.00877261 0.0206908
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.50525433370000017 0.48363821445000005 0.39745815990000005 48.852845034800005 48.461603274950008 47.833738492450003 45.673096293200011 0.37482410710000008 0.43967246490000006 0.41808628485000005 0.38185982460000006 45.027406014450008 44.527357125550004 0.35759408400000009 44.086690780350004 0.34581299960000006 0.6018382683000002 0.43780126340000008 41.558544840500012 0.4588185982500001 0.4447920721000001 0.33672644530000007 39.468990633150007 0.31810424840000007 0.34307356065000005 0.34392682850000006
decision_type=2 2 2 2 2 2 2 2 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 -5 8 9 10 15 -12 13 14 -13 16 18 -18 21 -20 -14 22 26 24 -23 -26 27 -1 -25 -30
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 11 12 20 -15 -16 -17 17 -19 19 -21 -22 23 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.011432108467300455 -0.10232230068017428 -0.10136205839133135 0.078634827085885428 -0.0147915398084711 -0.10035780647223791 0.026758339000022797 -0.10052225016027545 0.0059451536689140421 -0.018592844911016714 0.020743133478629668 -0.10238762520312852 0.066803575909509347 -0.064389504711326609 0.090932479891301599 -0.10045764722721168 0.029332923157921843 -0.077724552336103703 0.010061104719267808 0.053882183990720846 -0.035272273654393387 -0.012586128812813402 0.056533589531919184 -0.10091677577142555 -0.01937462828092704 -0.088080635917954203 0.086944724295154638 0.021391928088026309 -0.10166814533630926 0.028817129947549997 -0.00039314044767167159
leaf_weight=0.060084701511637063 0.029739761568341239 0.017859515734016895 0.046265813056379557 0.028395250490031998 0.017614875852871137 0.1013542127607252 0.020809191775272518 1.1145055147917435 0.39439568914258316 0.28442941297544067 0.034093581286753216 0.011268874213442359 0.062528855938580818 0.032253003941150382 0.015757177314526416 0.18235195300439855 0.078290540188209357 0.095500440090467764 0.22124386509360405 0.12653921357636477 0.058069552974814087 0.083983393153181277 0.049329962254652693 0.23728716748923062 0.052273512512329035 0.056568242022244961 0.13771997635879529 0.030152622506648373 0.24552770343143748 19.645567928338956
leaf_count=32 22 3 3 28 53 37 73 45 22 33 34 15 11 4 35 44 16 39 19 36 33 11 115 37 19 23 26 51 12 1969
internal_value=-2.74388e-05 -0.0106195 0.00112059 0.00965582 -0.00932083 0.00133021 -0.0510482 9.16334e-05 -0.000202294 0.000130407 -0.000142077 -0.0287194 -0.0147565 0.0354715 -0.0307158 0.000144967 -0.000107044 -0.0294852 0.000136706 0.0214438 -0.0394456 -0.00022304 -0.0159069 -9.03025e-06 0.0262513 0.00288516 0.00248919 -0.0263601 -0.000260598 -3.25806e-05
internal_weight=23.5718 0.262039 0.232299 0.214439 0.168174 0.150559 0.0492044 23.3097 22.1952 21.8008 21.5164 0.213971 0.179877 0.0592791 0.0270261 21.3024 21.1201 0.173791 20.9463 0.347783 0.120598 20.5985 0.277287 20.3212 0.192825 0.108842 0.227957 0.0902373 20.1284 19.8911
internal_count=2900 219 197 194 191 138 101 2681 2636 2614 2581 132 98 54 50 2449 2405 55 2350 55 44 2295 224 2071 53 42 109 83 2018 1981
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 1 0 1 0 0 0 2 2 2 2 1 0 2 0 0 0 1 0 2 0 0 0 0 2
split_gain=0.00271077 0.0165989 0.0317124 0.0245687 0.0132238 0.00766308 0.00751988 0.006553 0.00535218 0.0246851 0.0128851 0.00658919 0.00407454 0.00378136 0.0566419 0.0184048 0.0223448 0.0615735 0.0358482 0.0150151 0.0192426 0.0215957 0.0855924 0.0323791 0.0233285 0.016336 0.0153131 0.0477401 0.0470595 0.0527537
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 36.072790850000011 0.37852160115000005 0.54317236010000014 0.39410496695000002 0.56793209785000009 0.36449507500000006 0.4942366995000001 0.42314601355000009 0.41932876265000008 34.997818021800008 39.268993001500007 39.420767558750008 39.788107623550012 0.34524415440000006 0.5089817670000002 39.530201452500002 0.46928235680000008 0.49850303880000008 0.52266399210000014 0.39024280710000009 0.52290350590000012 38.828362408050005 0.47778509625000004 0.54095685760000012 0.54384599265000022 0.53978922790000017 38.318569170500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 10 11 -1 -12 19 -15 16 -16 -18 -19 -2 25 24 -23 -24 -22 -21 28 -28 29 -25
right_child=13 2 4 -5 5 7 -8 -9 -10 -11 12 -13 -14 14 15 -17 17 18 -20 20 21 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=-0.10080129397648629 -0.034737828225903294 -0.05622014007262835 0.076743118711609493 0.084652528701958954 -0.0037479493106160294 -0.10040518501108198 0.046366996511875785 0.035746509808579165 -0.017508583874773932 0.10036651732409696 -0.0053824672605550065 -0.0084862123634236817 0.038955846062559966 0.038114617421562053 0.0086041037283509612 0.00046096929453286233 -0.062260376908876806 -0.028250582276632571 0.018233396372848411 -0.0013453678035821876 -0.0025683241362309474 0.064852090304203719 -0.072553667040387723 0.023962646381762716 -0.024676379453831131 0.028593367133375604 -0.10308045537672605 -0.0021285465842504395 0.07136240031529284 -0.078596135846817863
leaf_weight=0.016242655859192129 0.14372020661789608 0.096504238201305242 0.028590997997525847 0.055180787580979995 0.10610808797019189 0.012037667756256427 0.041712055080807886 0.0050047557574562562 0.054382100701332092 0.02980567017220892 0.038252611356306004 0.014756240616407013 0.045236599402414868 0.38987895948230544 0.37675908218079956 17.336074545806468 0.25338426802011327 0.32226581783821473 0.34193975341470662 0.38663320202613283 1.1815385934341978 0.201592681929469 0.070079728029668331 0.14916035451375359 0.8007756418082862 0.34477949758729665 0.052417379323742352 0.44056592780396592 0.10206063278019428 0.075561053077748852
leaf_count=47 42 12 8 9 33 39 34 164 7 4 37 5 9 24 16 1964 17 17 34 15 41 8 3 40 11 34 7 191 6 22
internal_value=-2.78393e-05 0.0069503 -0.00939684 0.0256222 0.013961 0.00307306 0.0103935 -0.0604223 0.00922693 0.0193031 -0.00180079 -0.056857 0.0186412 -0.000193053 0.000391576 -0.000397855 -0.0119007 -0.0203198 -0.00432016 -0.00300899 -0.0018106 -0.0052795 0.00601679 -0.00731223 -0.0114991 0.0127674 -0.0017349 -0.0128624 0.0150521 -0.0105221
internal_weight=23.513 0.543814 0.289958 0.253857 0.193454 0.164863 0.14782 0.0170424 0.198676 0.144294 0.114488 0.0309989 0.0834892 22.9692 19.0203 18.6304 1.29435 0.91759 0.664206 3.94888 3.80516 3.07375 1.09144 0.889845 1.98231 0.731413 0.819765 0.492983 0.326782 0.224721
internal_count=2900 408 290 118 278 270 67 203 109 102 98 52 46 2492 2072 2048 84 68 51 420 378 329 277 269 52 49 266 198 68 62
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 0 2 1 0 0 2 2 1 0 2 2 1 2 2 1 0 1 2 2 0 1 0 0 2
split_gain=0.00299628 0.0191064 0.0220726 0.0193113 0.00587185 0.0244434 0.140844 0.045273 0.0414 0.0150167 0.0109157 0.0223588 0.0175347 0.0332022 0.0103245 0.0203156 0.0107499 0.0171516 0.0159198 0.00976891 0.0322427 0.00889685 0.03593 0.0389311 0.0380214 0.031279 0.02254 0.0336007 0.0267286 0.0693737
threshold=0.31063441215000004 48.680511450650009 37.020641110850008 0.37331217625000007 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.41155953415000007 0.43780126340000008 39.995120105550008 41.532441862050007 0.32144247180000002 0.61802041855000012 50.448116877400004 50.448116877400004 0.45280081435000008 51.307674290650006 39.039757512550004 0.31728091975000011 0.47512050540000011 0.34482500525000009 42.207998345450008 38.938637541200009 0.47440196400000006 0.3447651268000001 0.48140774230000011 0.47694679800000012 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 -6 -7 -8 -9 -2 11 19 -13 -14 16 -16 17 -10 -18 20 -11 22 24 -24 -12 -26 27 -23 29 -28
right_child=4 -3 3 -5 5 6 7 8 14 10 21 12 13 -15 15 -17 18 -19 -20 -21 -22 26 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.10020310864492527 0.017306764533637622 0.045349815875837363 0.028297883851974126 -0.10112673039681852 0.0066621928986820324 -0.10777461109067038 0.055320305235453643 -0.10665530206290692 -0.0046072674701614792 -0.10087872294585148 -0.012918634147096401 -0.10432802568711311 0.034983249169669321 -0.1009122906975783 -0.10114885946201622 0.038114213984834035 -0.10106240378752435 0.081477749565778163 0.0091151887388027097 0.044613044498972382 0.056925877389067708 -0.024158740507193341 0.023589143903131146 -0.061993261045223992 0.012071531059040337 0.057935657459847023 -0.066009525938861321 0.0062044984221829875 0.0010455128956439522 0.027698847500310805
leaf_weight=0.011036459356547068 0.5041113103762872 0.083880659905844368 0.017730682360706851 0.03295859563364989 0.60247107967734281 0.14260811632357218 0.13452165648050141 0.042361954111306055 0.049621476639998718 0.024650135768872324 0.27606476987330664 0.041759454155993581 0.042013164725858587 0.031427185114013656 0.024751416632113887 0.018161028860731676 0.016797719721324711 0.043376428817282431 0.05981033338278896 0.047938278961055403 0.027273032649132049 0.9180798515080848 0.089411762381243043 0.13107174010905709 0.34477671924426545 0.26146545261144638 0.19370459492970837 0.60439777669898831 18.50747345132794 0.13341485209002713
leaf_count=2 46 8 11 106 7 9 9 7 33 20 33 13 18 31 33 29 14 9 97 5 24 44 38 27 49 8 54 16 2090 10
internal_value=-2.49105e-05 0.0142755 -0.0279521 -0.0558551 -0.000114225 -0.0071313 -0.0227516 0.00838575 -0.0163855 0.000244706 -0.00015212 -0.0225693 -0.0525896 -0.0231703 0.00160821 -0.0422112 0.0126951 0.0355448 -0.0150433 0.0120621 -0.0179907 7.25346e-05 0.00882068 -0.0272874 0.0178439 0.0318522 -0.000401373 -0.0121051 0.000544683 -0.0277908
internal_weight=23.4591 0.145606 0.0617257 0.0506893 23.3135 1.13448 0.53201 0.389402 0.25488 22.179 21.6749 0.215061 0.1152 0.0734403 0.212518 0.0429124 0.169606 0.0929979 0.0766081 0.0998614 0.0519232 21.4599 1.10279 0.220484 0.882307 0.606242 20.3571 1.52248 18.8346 0.327119
internal_count=2900 127 119 117 2773 247 240 231 222 2526 2480 111 62 49 215 62 153 42 111 49 44 2369 155 65 90 57 2214 60 2154 64
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 1 0 0 0 1 0 1 2 0 1 0 2 0 0 2 2 2 2 2 0 0 0 0 1
split_gain=0.00328961 0.0191172 0.021975 0.0304283 0.0635117 0.0289254 0.0229632 0.0405903 0.0212926 0.0434721 0.0158263 0.0472407 0.0543059 0.0438498 0.114873 0.112268 0.0710014 0.123396 0.0401574 0.0210481 0.0147066 0.0515035 0.0238438 0.0424208 0.0269762 0.0160524 0.0478486 0.034691 0.0253234 0.0138618
threshold=0.47778509625000004 0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.34524415440000006 0.34500464060000008 0.47648274005000008 0.46594413340000007 0.47706655490000011 0.34569324270000007 0.48607826115000008 0.34554354660000003 40.21994457600001 0.48368312325000012 0.34479506600000004 0.47976108500000009 41.811877919650009 0.47976108500000009 0.48101853240000009 38.318569170500005 38.052786106700005 37.511241581900002 37.186372654950006 35.131296350900008 0.47512050540000011 0.47440196400000006 0.4588185982500001 0.42646926740000007 0.31123319660000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 7 20 -7 -10 11 12 13 -2 15 -15 17 -17 -12 -18 21 22 23 24 -1 26 27 28 29 -22
right_child=10 -3 3 5 -6 8 -8 -9 9 -11 18 -13 -14 14 -16 16 19 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.051300977311282338 0.014754436335258482 0.013396081685471756 -0.10753394254398585 0.051251940567544244 -0.001254117588597716 0.014586175917188665 0.030894153712080874 -0.044296510263269737 -0.10148564900199729 0.011819784287217076 0.037953924494444576 0.020434360477426673 -0.044120006538318685 0.041856076884025199 -0.063608690828081405 -0.10562723947576687 0.012939688983848313 0.0077107341017961786 0.00015857252525262042 -0.01478815473457183 0.0023394411565541718 0.085842354207389851 -0.034711177135991443 0.093706520994845721 -0.04742253678903155 -0.025822308869154445 0.041386962287833097 -0.034468142611419617 0.026230806933399048 -0.020133803406188158
leaf_weight=0.044019710092189412 0.77171066240407871 1.1769391942652871 0.099583072556085145 0.082382859452764023 0.12915076625714603 0.11502681957295591 0.25298785191182194 0.19760181343116556 0.066646899889174493 0.068835301619401434 0.28692753701943452 0.57483804569937991 0.42241572741113476 0.43330364053450088 0.37289565613900766 0.20642722564298299 0.47075567827778264 0.17967218236137228 13.885096214432252 0.65423942360212095 1.0213411134456412 0.092373931035126589 0.1172915458373609 0.057804689276963472 0.074558863360778105 0.22355395387967281 0.2751820598496123 0.29956472231765463 0.35440611597005034 0.37532815349544524
leaf_count=53 38 41 14 10 52 33 12 24 48 11 31 21 30 21 12 18 25 27 2031 25 142 6 12 5 23 15 12 33 41 34
internal_value=-2.87498e-05 0.0022101 -0.00112486 -0.0194445 -0.0475248 -0.000150207 0.00191375 -0.000426383 -0.0170544 -0.0439178 -0.00065713 -0.00614006 -0.0104904 -0.00589166 -0.0127673 -0.00301693 -0.0158842 -0.0528852 0.000923779 -0.0031854 0.00252679 0.0207161 0.000230978 0.0234669 -0.0107736 -0.000227596 0.00223252 -0.00302174 0.00235795 -0.00369981
internal_weight=23.3829 5.12458 3.94764 0.561626 0.228734 0.332892 3.38601 3.13303 0.250509 0.135482 18.2583 4.08626 3.51142 3.089 2.31729 1.9444 1.51109 0.386099 14.172 1.125 2.93542 0.386049 0.293675 0.176383 0.118579 2.54938 2.32582 2.05064 1.75108 1.39667
internal_count=2900 621 580 168 66 102 412 400 92 59 2279 217 196 166 128 116 95 45 2062 50 376 99 93 81 76 277 262 250 217 176
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 1 2 1 0 2 1 0 1 0 0 1 0 0 2 0 1 1 1 1 1 0 1 1 2
split_gain=0.00269012 0.0156566 0.0201032 0.0194606 0.0367198 0.0155364 0.0186417 0.0259412 0.0594731 0.0311329 0.0242438 0.0187958 0.0346652 0.0318551 0.0131553 0.0262005 0.00862383 0.0496415 0.012825 0.0633672 0.0235729 0.0255943 0.0387326 0.100188 0.0172594 0.0643882 0.0506769 0.0594634 0.02853 0.0126982
threshold=0.47778509625000004 0.34446573455000007 0.47868327295000007 40.621691032550004 42.131954243650007 0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.4622167001000001 42.207998345450008 0.34500464060000008 0.47577916830000005 0.3447052483500001 0.47905751325000007 0.47943175355000006 0.34458549145000011 0.47961138885000004 0.48101853240000009 40.922041107600009 0.48181192180000004 0.34479506600000004 0.3453339720000001 0.34545372890000009 0.34581299960000006 0.34587287805000005 0.48414718120000005 0.34632196640000007 0.3465914194000001 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 11 8 -8 -9 -11 12 13 -1 -4 -16 -17 -18 19 -19 -20 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 2 14 4 -6 -7 7 9 -10 10 -12 -13 -14 -15 15 16 17 18 20 -21 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.0003566544463467009 -0.030450301857033037 0.0031079617640458633 0.022148310862880938 -0.10183123500525147 -0.0078641089582003158 0.012092254983393896 -0.10677365931353562 -0.064707514624319215 -0.001128680270817051 0.062442641693927416 -0.0045946684892619856 0.028109682258755528 -0.029296118549442741 0.040629369169680352 -0.032214018004392775 -0.019346414579778776 0.049239819116391255 -0.023974452267331851 -0.016909375013673508 0.023227533930553265 -0.023313906369957074 0.024641600982456161 -0.084183968132153134 -0.014923718354939631 0.050315249265474309 0.033883198003892286 -0.050961512634911492 0.041715802803248964 -0.0018252699790618694 0.0077100266997929545
leaf_weight=2.5247136081840997 0.17401656981226565 0.13005745456030027 0.26710437217116378 0.073009140839531028 0.096622558638813416 1.1736407804419284 0.09071530105084441 0.060824072001704255 0.12915341206634884 0.075695865882153157 0.18775904280155853 0.25038799784368482 0.36555808418226243 0.21297496137690952 0.25216148292020335 0.22155837528408184 0.20651887143321701 0.40452455078503102 0.86901221416451235 0.95783349110934068 0.4544220659881838 0.64988593661109817 0.14107132412027468 0.68512174190982378 0.26320337736979027 0.43435034296839781 0.23255592770874578 0.16248548569274035 9.9078545632108828 1.6257758150380333
leaf_count=351 18 13 21 19 25 41 14 31 52 6 65 12 33 16 13 6 10 24 36 45 9 25 7 24 7 16 7 7 1366 581
internal_value=-3.13916e-05 -0.000598686 -0.000310655 -0.0259944 -0.0483074 0.0020055 -0.00103167 -0.0182002 -0.0447166 -0.000221461 0.0146665 0.00175403 -0.000372495 0.00348962 0.000123343 -0.000213436 0.000255269 0.000510816 -8.86242e-05 0.00921186 -0.000910017 4.51178e-05 0.000797821 -0.000354071 0.000534344 0.00137313 0.000331169 -0.000890537 0.000105033 -0.000481178
internal_weight=23.2806 18.2091 18.0351 0.299689 0.169632 5.07142 3.89778 0.544148 0.219869 0.324279 0.263455 3.35363 3.10325 2.73769 17.7354 17.4683 17.2162 16.9946 16.7881 1.36236 15.4257 14.5567 14.1023 13.4524 13.3113 12.6262 12.363 11.9287 11.6961 11.5336
internal_count=2900 2279 2261 57 44 621 580 168 66 102 71 412 400 367 2204 2183 2170 2164 2154 69 2085 2049 2040 2015 2008 1984 1977 1961 1954 1947
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 0 2 2 1 1 2 1 2 1 2 1 0 0 2 2 0 1 0 0 2 0 2 2 2 2
split_gain=0.00431841 0.0606475 0.0146004 0.063669 0.0852254 0.0480641 0.046805 0.0322438 0.0587927 0.0583717 0.0209834 0.0549515 0.0697548 0.06573 0.027364 0.0659081 0.115377 0.0267815 0.0156517 0.0288812 0.0132673 0.0448218 0.0156285 0.0376524 0.0159023 0.0781915 0.0536471 0.047135 0.0659774 0.0634092
threshold=41.322103772800006 41.348489042950007 0.36000419150000007 0.34632196640000007 39.852039223600009 0.49678153350000009 38.592454371550012 41.261521012900012 0.34548366815000003 0.34536391125000004 41.061442884200012 0.3453339720000001 40.79983011445001 0.34479506600000004 40.21994457600001 0.3447052483500001 0.47814436690000012 0.47612346935000005 41.21013581150001 41.134354310300004 0.49850303880000008 0.36501901140000009 0.50041914915000019 0.5025747732000001 40.712530798250008 0.54422023290000021 40.580626202750004 40.08085804200001 39.893178577750007 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -5 8 9 10 11 12 13 14 15 16 17 -1 19 20 -7 -22 -23 -24 26 -26 27 28 29 -25
right_child=1 -3 5 4 -6 18 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00061852067609259988 -0.062859719274091411 -0.00054492891920784729 -0.070367573355845467 0.032237249009247848 0.069647466434178851 0.031329479320966136 -0.066175891106411797 0.031170657262784753 -0.030485200843147122 0.051107568766104429 0.023145227986391591 -0.048654228772451923 -0.051938209194853459 0.032933945849877265 -0.025177275957345542 0.061487925186708592 -0.091333487444901995 0.047324834835491374 -0.024044266656536271 0.042149819474051574 -0.059524577164139003 -0.033641814672660794 0.04049749680721848 0.00049998204021227844 -0.07322467853729335 0.0082663443283271711 0.047506114278408534 -0.02984745461121224 0.043187209890314271 -0.073488549141259227
leaf_weight=0.57757864509279666 0.15834640070640205 11.425029392517041 0.10007200468512323 0.10294754753482838 0.3280445077616605 0.12724526389501978 0.091083987830472779 0.33665033755823959 0.57797726418357331 0.24465077067725349 0.35385750274224381 0.23762146628233249 0.21944137304211597 0.68137639586147414 0.44987542292645355 0.1689598037628457 0.13601214007940143 0.14595754072070122 0.2725752870367798 0.16169850315054635 0.12943371140863735 0.13558481568907144 0.22859985334798683 4.0356491741382738 0.17084466370761209 0.37882954100989341 0.23507303118014977 0.52100189550415432 0.35678569185513698 0.11925342119013738
leaf_count=117 11 1529 32 35 29 10 12 9 30 11 22 10 14 43 18 8 10 4 19 11 14 8 11 677 14 58 25 66 37 6
internal_value=-3.02621e-05 -0.00139678 0.0013314 0.00567019 0.0385742 -0.00156337 -0.0139607 0.00151073 -0.00112154 0.00415678 0.000290137 -0.00280042 0.0017792 0.00723713 -0.00460634 0.0043915 -0.00683183 0.009053 -0.000561504 0.000408317 -0.000640025 -0.0012846 -6.51466e-05 0.000687824 -0.000876522 -0.0170619 0.000812374 -0.00136865 0.00192003 -0.00162363
internal_weight=23.2081 11.5834 11.6247 4.65203 0.522076 6.97265 0.194032 4.12996 3.79331 3.21533 2.97068 2.61682 2.3792 2.15976 1.47838 1.02851 0.859548 0.723536 6.87257 6.6 6.4383 6.31106 6.18162 6.04604 5.81744 0.549674 5.26776 5.03269 4.51169 4.1549
internal_count=2900 1540 1360 372 76 988 47 296 287 257 246 224 214 200 157 139 131 121 956 937 926 916 902 894 883 72 811 786 720 683
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 1 2 2 0 0 1 1 1 1 1 0 2 2 1 1 0 0 2 1 2 0 0 1
split_gain=0.0035201 0.0505503 0.0124136 0.0247839 0.0355964 0.114907 0.0207975 0.110173 0.0401467 0.053072 0.033541 0.0233366 0.0195948 0.0138199 0.0529288 0.0123464 0.0978167 0.057 0.0441561 0.0264135 0.0479636 0.0487942 0.0233827 0.0204246 0.0171295 0.0449849 0.0576082 0.0671547 0.0624132 0.0381426
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 41.919251152600005 0.3459626957000001 42.027086531450003 42.049402686800001 0.49320379630000005 0.52511900840000014 0.34632196640000007 0.37027334510000004 0.43374449865000003 0.35585760905000008 0.34632196640000007 0.48543456785000005 40.166811829450005 41.261521012900012 0.34548366815000003 0.34536391125000004 0.48077901860000011 0.49588335680000006 41.061442884200012 0.3453339720000001 40.79983011445001 0.47976108500000009 0.47886290830000006 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 -3 4 -4 -6 7 -5 12 -10 -9 -12 -8 -7 -15 16 19 22 -18 20 21 24 -17 -19 25 26 27 28 29 -1
right_child=1 2 3 6 5 13 8 10 9 -11 11 -13 -14 14 -16 17 18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029246233266044691 -0.058088486246457904 0.015337762051715456 0.0089106299998724606 0.037814854704138867 -0.071375222252596557 0.02439083780715286 -0.062261732877000237 -0.060937533354302832 0.061842754762865139 -0.00085966617822748684 0.034669107037049451 -0.033954525167364184 -0.013138155737744668 -0.069567355307309647 0.047595633125631615 -0.019984002575316 0.021478295071732854 0.041966281089222672 0.09891160456331663 0.028355636482559829 -0.027609230912170213 0.047322827072484114 -0.10286933488391981 -0.00079601201090446919 0.020964594407004322 -0.044243701809369124 -0.047674571288555873 0.037208238580728435 -0.050973958591852477 0.04195375211888789
leaf_weight=1.1337947947119478 0.15443246851337455 0.47489532261302159 0.3917191473819901 0.67751277078829619 0.33478331018704921 0.2290040769148618 0.14924080894226577 0.17925394037411024 0.13721462734028378 8.3204050540150778 0.094605017016874626 0.10406660506058607 0.17810770813184718 0.081733802707276482 0.072990970612256234 0.062430880206866379 0.14417797799665155 0.11353599911035406 0.15053347775392467 0.3332533799111842 0.57455767790088419 0.23815106594702218 0.074834266206057265 6.8871117845116663 0.35171717844775674 0.23530826389182902 0.21538455108913002 0.53633933706441883 0.23760443140781706 0.2273568724230689
leaf_count=152 11 22 26 32 9 8 19 13 11 1276 7 36 25 23 22 37 23 14 19 9 30 11 9 962 22 10 14 20 8 20
internal_value=-2.74117e-05 -0.00125855 -0.000490413 -0.00117683 -0.0153402 -0.0285612 0.000421126 0.0136845 -0.00117235 0.000157605 -0.0295745 -0.00127678 -0.035534 0.00879175 -0.014296 0.00121056 0.00539133 -0.0013538 0.0610299 0.00137579 -0.00102171 0.00378866 -0.0651715 -0.000102496 0.000259229 -0.0025571 0.00161618 0.00658854 -0.00368354 0.00457153
internal_weight=23.0961 11.58 11.4255 10.9506 1.11023 0.718512 9.84041 1.05544 8.78497 8.45762 0.377926 0.198672 0.327349 0.383729 0.154725 11.5161 4.37818 7.13791 0.294711 4.08347 3.75021 3.17566 0.137265 7.00065 2.93751 2.58579 2.35048 2.1351 1.59876 1.36115
internal_count=2900 1540 1529 1507 88 62 1419 88 1331 1287 56 43 44 53 45 1360 338 1022 42 296 287 257 46 976 246 224 214 200 180 172
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 1 1 2 2 2 2 0 1 1 1 1 2 1 2 2 0 1 1 0 1 0 2 2
split_gain=0.00307799 0.0242238 0.0232319 0.0277808 0.0249216 0.0216843 0.0439563 0.0271441 0.049686 0.0208587 0.041068 0.016692 0.0105163 0.0334839 0.055077 0.0785141 0.029643 0.0191486 0.0170959 0.0907268 0.0329953 0.0447065 0.0281645 0.0402417 0.0167324 0.00945916 0.0136536 0.00879138 0.0686838 0.0406697
threshold=41.21013581150001 41.134354310300004 41.028010303750008 40.878805547300004 40.79983011445001 40.337496327150006 0.41865513010000005 0.34515433670000012 0.3459626957000001 40.21994457600001 40.12915366295001 40.036761086100007 41.678468725050003 0.47778509625000004 0.3459626957000001 0.36665069905000008 0.41985269900000005 0.42922367590000005 41.919251152600005 0.3459626957000001 42.027086531450003 42.049402686800001 0.49320379630000005 0.38991347565000006 0.34632196640000007 0.54475913895000005 0.44922307715000004 0.48271009850000007 39.749124837650008 39.893178577750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -7 -9 10 11 27 13 -2 -15 -16 -17 -18 19 -14 24 -22 -21 -24 -20 -8 -27 28 -1 -29
right_child=12 -3 -4 -5 -6 6 25 8 -10 -11 -12 -13 18 14 15 16 17 -19 20 22 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0014404719445854891 0.011099192972783231 0.026311509254808498 -0.025017203466917229 0.026969703950432584 -0.031698928736819995 -0.0035237376183319411 -0.002342414473957609 0.053001988241307064 0.0053351034195717878 -0.017947680342295883 0.03805051298738632 -0.032762567324885937 0.034524306520776107 -0.028393480551596503 0.062818548837444629 -0.032809505291942286 0.048535802055132943 -0.011681688767328639 -0.057550480776988613 -0.056332000027367837 0.057794557999275145 -0.00077364768985055084 0.053144892849459439 -0.038847238726843043 -0.011833769218917347 -0.068668631369303387 -0.010254233246637164 -0.00060998020142792857 -0.062430797870396626 0.037448186766356417
leaf_weight=1.2286335935400945 0.73546682113771877 0.37138282789237642 0.34971181659415052 0.40163564106148975 0.23993703443648051 0.34812163930681073 0.1160575686562878 0.4433563234997564 0.43150724467841428 0.67710023735725577 0.27865997095341111 0.16267981649818342 0.6683855566550656 1.083594374664244 0.18820517696440231 0.30188494231606455 0.097529126040171832 0.11516002645741241 0.14551701385435833 0.17476499053373118 0.13240470362398937 8.320933710381949 0.080553933943519951 0.11607324525681495 0.17797348349340325 0.081073007445411349 0.079007531837248735 4.9524894725118358 0.19509615158939642 0.29766187848079528
leaf_count=200 39 22 34 36 24 20 7 14 38 36 24 24 32 38 10 34 5 39 19 13 11 1276 6 37 25 9 32 751 13 32
internal_value=-2.39158e-05 0.0012212 0.000315014 0.00120689 0.000121286 0.000942994 0.011957 0.0200936 0.0294913 -0.00117593 0.000420103 -0.00111372 -0.00109906 -0.00685906 -0.0142526 0.00755069 -0.0126635 0.0159312 0.000380653 0.0125052 -0.00105572 0.000143707 -0.0271222 -0.00116004 -0.0323987 -0.0240792 -0.0398383 -0.000342262 -0.00731192 0.00154776
internal_weight=22.9926 10.6541 10.2827 9.93302 9.53138 9.29144 1.49912 1.22299 0.874864 7.79232 7.11522 6.83656 12.3384 2.52184 1.78637 0.702779 0.514574 0.212689 9.81661 1.03978 8.77683 8.45334 0.371392 0.196627 0.32349 0.276138 0.160081 6.67388 1.42373 5.25015
internal_count=2900 1316 1294 1260 1224 1200 120 72 52 1080 1044 1020 1584 165 126 88 78 44 1419 88 1331 1287 56 43 44 48 41 996 213 783
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 2 1 0 0 2 1 2 1 1 0 2 1 2 1 0 1 2 2 2 1 0 1 0 2 2
split_gain=0.0026298 0.0130053 0.0140258 0.00584255 0.0148695 0.0112787 0.0164667 0.00761857 0.00402269 0.0233921 0.0270909 0.0525316 0.0384392 0.028725 0.0269067 0.0121834 0.00920718 0.0215602 0.00583169 0.00987905 0.00547473 0.0233998 0.0395507 0.0291911 0.0356544 0.0275876 0.0141635 0.0150985 0.0430064 0.0745429
threshold=0.62143349005000015 0.59210802070000013 0.47777012665000013 0.57987784795000008 0.67036915065000013 46.177190236600005 0.49901200560000009 0.63075955810000017 0.58736265385000019 47.480720532750006 0.43808568605000003 45.673096293200011 0.45772581660000006 0.45976168375000009 0.58859016195000013 48.852845034800005 0.47277027635000007 44.710446918150005 0.48363821445000005 0.59879943715000017 0.45206730335000006 39.468990633150007 41.558544840500012 42.674081447500008 0.48363821445000005 0.56859076075000015 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 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 5 6 -4 -8 20 10 -10 12 -12 -14 -15 -11 -16 18 -18 -20 26 25 -23 -24 -25 -22 27 -1 -29 -30
right_child=1 -3 3 -5 -6 -7 7 -9 9 15 11 -13 13 14 16 -17 17 -19 19 -21 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.00044498065017780237 -0.10106707646677041 -0.10189352300975577 0.064878305010572276 0.04221558920893155 -0.10052775089988011 -0.024309015892324641 0.036883329627417298 -0.10163325842295279 0.10055659128928617 0.084551532153246123 -0.10185845620256243 -0.10336346038830416 0.091566888659395662 0.098762682697780671 -0.10242721702915723 0.017733555983280719 -0.10034509974527635 0.10036421124215111 0.08922637421330544 -0.10014630269781306 -0.0057123517664468167 -0.071735575433749796 0.023704340982282805 -0.10118584783977064 0.010506390565951833 0.070267005172772179 0.022825162514526223 -0.071477668481876422 0.033682832338592726 -0.03010510565812682
leaf_weight=20.595208684587046 0.013871296291354973 0.014712779058465519 0.048029990938718292 0.031740062308358574 0.014686027761893483 0.063413192593543499 0.006347806272088973 0.01060352266396547 0.021046897267742198 0.05105219129472971 0.024872459301167993 0.053846341703319922 0.051514313692905489 0.018519480597746003 0.016731804929354242 0.05862518310405207 0.016266672993841436 0.011618734337389469 0.0054709839110245184 0.005548516126388181 0.16894813599763137 0.12086991439495165 0.16471329843387661 0.053931325309825695 0.060801175775964111 0.066637341799086647 0.27289389185292279 0.10986841877692755 0.30557477777212227 0.45746717274816517
leaf_count=1860 25 79 23 10 78 29 18 76 6 6 19 8 5 5 24 39 24 2 14 81 32 37 16 22 22 51 48 102 25 114
internal_value=-1.92463e-05 -0.0113392 -0.00427845 0.00340133 -0.00520898 0.00569378 0.0349725 -0.0497626 8.21331e-05 0.0109573 -0.00747106 -0.0185952 0.0117248 0.034205 -0.00564271 0.0488357 -0.0403955 -0.0137176 -0.0622949 -0.00612617 -8.07314e-05 -0.00922663 -0.0239424 -0.00327028 -0.0419958 0.0157791 0.000186776 -0.000100994 -0.0129826 -0.00456
internal_weight=22.9154 0.203405 0.188692 0.174821 0.143081 0.128395 0.0649813 0.0169513 22.712 0.335114 0.225436 0.204389 0.150543 0.125671 0.0741562 0.109677 0.0556367 0.0389049 0.0272862 0.0110195 22.3769 0.635901 0.400316 0.279446 0.114733 0.235585 21.741 21.4681 0.87291 0.763042
internal_count=2900 338 259 234 224 146 117 94 2562 233 188 182 174 155 150 45 145 121 119 95 2329 180 97 60 44 83 2149 2101 241 139
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 0 0 0 2 0 1 2 2 2 2 2 0 0 2 2 2 2 0 2 2 2 1 2 0
split_gain=0.00242043 0.0148367 0.0274437 0.0220379 0.0118788 0.0189821 0.0271782 0.0238881 0.0147393 0.00854639 0.00589587 0.00720627 0.0102016 0.00847657 0.00553209 0.00314854 0.0141902 0.115117 0.0301787 0.00832648 0.0100392 0.00674074 0.0170907 0.0349233 0.0197938 0.00980827 0.0489571 0.0313635 0.0159914 0.0273406
threshold=36.514114975300011 0.36543816055000006 0.36927038110000004 36.072790850000011 0.38573695400000008 0.51700547890000015 0.52161611930000007 0.52877159370000015 0.52975958800000011 34.997818021800008 0.49850303880000008 0.34392682850000006 35.131296350900008 33.96174662340001 32.785955158400007 37.186372654950006 37.663157789700008 0.52266399210000014 0.52898116820000018 38.052786106700005 37.858673296900008 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 39.268993001500007 39.420767558750008 0.39051226010000012 39.788107623550012 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 10 -4 -6 -7 -8 -9 14 11 12 13 -1 -10 -2 17 -17 -19 20 -18 -21 23 -23 -24 27 -27 -26 29 -28
right_child=15 2 4 -5 5 6 7 8 9 -11 -12 -13 -14 -15 -16 16 19 18 -20 21 -22 22 24 -25 25 26 28 -29 -30 -31
leaf_value=0.0033998117467312705 -0.0055843552547060957 -0.051953466745468094 0.047313861901639678 0.083055229110519033 -0.10112925240909786 0.10011044068971341 -0.10142695042334851 0.10054552660594018 -0.10041064937447917 -0.10041589032125731 0.041606063008811742 -0.028642944143490397 -0.013775721943323709 0.094597638971472775 0.026887896639733233 0.083906029634240542 0.0081273107320110043 -0.10407535866854492 -0.003949525995297202 0.015873820131427609 -0.029661011404400795 -0.045109053225776137 0.01999416031841434 0.02082960670568167 -0.030276052888675672 0.035604620205577663 -0.038548162862633406 0.0035667106346838578 0.00033808051377345904 -0.0033342730302231929
leaf_weight=0.01846357303826579 1.027799149978686 0.097019022330641747 0.066956891832887763 0.051391231610011801 0.01761207924437258 0.025840531545327394 0.023945048372894462 0.015586557798087597 0.0039096028182361289 0.0089166231135334451 0.043334124493412673 0.055804543001288454 0.048972492744269402 0.022749325318727642 0.026921153958257241 0.1431348465048411 0.10793700398632275 0.054039093106666769 0.067961251858243976 0.26528326697231719 0.20164875343594182 0.22908486640484937 0.49345357406668 0.12369059772738566 0.43924453646468709 0.38412308691477193 0.28582311609773359 0.72718618166346971 16.812413114799927 0.96452121940605196
leaf_count=41 84 12 18 9 9 7 22 1 103 52 8 41 11 8 66 15 36 6 39 48 24 34 48 26 19 24 19 41 1964 65
internal_value=-2.02957e-05 0.00667542 -0.00869274 0.0249799 0.0134336 -0.00504994 0.0110475 -0.017982 0.0181277 -0.0141917 0.00921557 -0.000398882 0.0170779 0.0537406 0.0107454 -0.000178464 8.23949e-05 0.0230725 -0.0482995 -0.000207391 -0.0164861 3.57792e-05 -0.000169581 -0.0219896 0.000213253 -0.000284417 0.00027791 -0.00917751 -0.000473349 -0.011384
internal_weight=22.8548 0.527423 0.286708 0.240715 0.189688 0.122732 0.10512 0.079279 0.0553339 0.0397474 0.189324 0.14599 0.0901854 0.0412129 0.0308308 22.3273 21.2995 0.265135 0.122 21.0344 0.309586 20.7248 20.4595 0.352775 20.1068 19.6133 18.4469 1.16643 18.0628 1.25034
internal_count=2900 408 290 118 278 260 251 244 222 221 109 101 60 49 169 2492 2408 60 45 2348 60 2288 2240 60 2180 2132 2072 60 2048 84
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 1 2 2 1 0 0 1 0 0 2 0 1 0 2 0 0 0 0 0 0 2 2 2
split_gain=0.00242754 0.0442515 0.0112282 0.0250276 0.00994279 0.0432356 0.0607247 0.0517409 0.0229733 0.0326706 0.0194277 0.0260416 0.0582835 0.0231756 0.0683348 0.0575344 0.0345152 0.100523 0.0173975 0.0699356 0.070656 0.0338961 0.0269893 0.0521426 0.074551 0.04893 0.0242068 0.0699506 0.0568156 0.0267848
threshold=41.322103772800006 41.348489042950007 41.43512228960001 41.468518788800004 40.305698932850007 0.34515433670000012 0.3447052483500001 0.34524415440000006 40.21994457600001 40.12915366295001 0.43887907550000005 0.57507260265000015 0.57944372925000021 0.34560342505000002 0.48368312325000012 0.51243974730000008 40.712530798250008 0.54384599265000022 0.39078171310000004 0.52772372085000019 40.036761086100007 0.52803808270000008 0.53978922790000017 0.54191491270000014 0.54317236010000014 0.54511840960000013 0.50449088350000015 39.646013290900008 38.771633980050005 37.360990606650006
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 9 18 13 -12 -13 -9 -15 -16 -17 -18 26 -20 21 -21 -23 -24 -25 -26 27 -1 29 -28
right_child=1 2 3 -5 5 7 -8 10 -10 -11 11 12 -14 14 15 16 17 -19 19 20 -22 22 23 24 25 -27 28 -29 -30 -31
leaf_value=0.0021555958222319858 -0.054628160743479405 0.014792110476758045 -0.036189245981010358 -0.00032408735689310299 0.011274600441510072 0.058149858181274584 -0.043796951250821531 -0.007323324745403148 -0.020704698825890284 0.034307684795928113 -0.043469319334894077 0.087309807692233871 -0.074792507991868082 0.049986922049589509 -0.027785740086175844 0.041938513707408392 -0.038742548283151823 0.038192006034957426 -0.10309055082590733 0.080985952545466505 -0.10457287862970095 -0.036273109195495722 0.060999282614380812 -0.087753833962006617 0.053948757156900395 -0.0079695857736543415 -0.00080944986071518679 -0.040889552342992859 0.017675808180175456 -0.044668787973781071
leaf_weight=2.4701723324759324 0.15207103742578709 0.47099278258391919 0.19819191445839024 10.643702233747895 0.41405827431748399 0.2143162791617218 0.38769461890774437 0.59800841055346232 0.55204307423304033 0.27437411884418672 0.16140752041246731 0.055939438600034919 0.036753115504268852 0.43577032963298723 0.39391242854344444 0.36366866830849154 0.30682527028147888 0.38038099819277704 0.077514803202837768 0.049562383210286387 0.068185671822618477 0.20710986919260665 0.13584551363783248 0.098067816583352396 0.16058292955547415 0.62184292499251659 0.35240439391600409 0.44562899268288436 1.8477986252237313 0.23019177647074685
leaf_count=262 11 22 11 1496 30 8 20 28 24 24 26 7 53 22 32 26 19 21 58 4 9 57 14 10 16 440 45 37 45 23
internal_value=-1.72783e-05 -0.00104338 -0.000323077 -0.000979709 0.00102012 0.00523382 -0.0153557 0.0108354 -0.00106068 0.000479871 0.00712463 -0.0192092 0.0230353 0.00982435 0.0152772 0.00480825 0.0170259 0.00384211 -0.000892132 -0.0107365 -0.00539888 -8.68737e-05 -0.00337116 0.0033336 -0.00556325 0.00473836 0.00172025 -0.0044231 0.00909058 -0.0181389
internal_weight=22.805 11.465 11.3129 10.8419 11.3401 3.74874 0.801753 2.94698 7.59133 7.03928 2.73267 0.2541 0.0926926 2.47857 1.88056 1.44479 1.05087 0.687206 6.76491 1.41871 1.3412 1.27301 1.22345 1.01634 0.880494 0.782426 5.3462 2.9158 2.43039 0.582596
internal_count=2900 1540 1529 1507 1360 292 50 242 1068 1044 234 86 60 148 120 98 66 40 1020 608 550 541 537 480 466 456 412 299 113 68
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 2 2 2 2 1 1 1 1 2 2 1 2 1 0 0 2 1 2 1 2 1 1 0
split_gain=0.0023848 0.0260787 0.00610501 0.015029 0.0072162 0.00494515 0.00537854 0.00349946 0.0129133 0.0103528 0.0157665 0.0204966 0.0163728 0.0184161 0.0199376 0.0128667 0.0121449 0.0298962 0.0120398 0.0499597 0.00674292 0.00538514 0.0386744 0.0134395 0.0551753 0.0103599 0.010168 0.0247156 0.00847465 0.00429464
threshold=49.275256100300005 49.49736495185001 0.47648274005000008 0.55671985870000007 0.57995269605000022 50.666627092000006 0.61532588845000014 48.852845034800005 48.461603274950008 47.833738492450003 45.673096293200011 0.37482410710000008 0.43967246490000006 0.41808628485000005 0.37852160115000005 45.027406014450008 44.527357125550004 0.35759408400000009 44.086690780350004 0.34581299960000006 0.6018382683000002 0.43780126340000008 41.558544840500012 0.34392682850000006 40.742467179200005 0.34427112960000006 39.468990633150007 0.31810424840000007 0.34307356065000005 0.57600071855000012
decision_type=2 2 2 2 2 2 2 2 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 9 10 15 -12 13 14 -13 16 18 -18 21 -20 -14 22 26 24 28 -25 27 -1 -23 -27
right_child=1 2 3 4 5 6 -8 -9 -10 -11 11 12 20 -15 -16 -17 17 -19 19 -21 -22 23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=0.015309756667182678 -0.10211055686240367 0.02890199611605947 -0.10055135693897976 0.037100841948043729 0.016636100509774005 -0.054038163746594606 0.0044623911442534135 0.0056412950717731856 -0.018230399419398243 0.019343566946143184 -0.10221989463750183 0.083344752836796709 -0.060460404204913998 0.088048209142864375 -0.10038654338547533 0.027435631644518177 -0.074437498679936778 0.010230924379301442 0.04879910974650075 -0.031243825582716461 -0.010812151095515473 -0.014453357514506479 -0.10079068649509784 -0.026263593285163134 0.063583681208098569 -5.9879006791052814e-05 0.020399398971942422 -0.10148922608251053 0.012714830851805019 -0.012315961402759732
leaf_weight=0.052637599610139613 0.027221693451482065 0.059848949778825045 0.015977901083467527 0.041048003207208694 0.036798037867811217 0.037190087403473626 0.027218147356279587 1.0811478426294332 0.38954968501729936 0.27716299170788161 0.031574920945216856 0.0095404295338994416 0.055954264647880336 0.027584747178480029 0.015504610002167851 0.17145280694194198 0.074006768201323292 0.095543012305310981 0.20937824646728032 0.12425387581905767 0.053520685859211881 0.2771145062806103 0.043228477042331404 0.15434298431501048 0.16752632556290337 18.494105898544451 0.12962621750769188 0.027625773557035688 0.19603940309025347 0.29039527160596534
leaf_count=32 22 6 58 31 37 35 30 45 22 33 34 8 11 4 42 44 16 39 19 36 33 41 115 12 27 1504 26 51 9 478
internal_value=-1.6462e-05 -0.00982297 0.00169671 -0.00859329 0.00173538 -0.0126084 -0.0293165 9.06958e-05 -0.00019015 0.000144845 -0.000112204 -0.02851 -0.0141527 0.0316832 -0.0303976 0.000155996 -7.40001e-05 -0.026726 0.000150079 0.0189889 -0.0361881 -0.000166835 -0.0146595 2.05218e-05 0.014265 -0.000461354 0.00307994 -0.0248912 -0.0031969 -0.000249349
internal_weight=22.6941 0.245303 0.218081 0.158232 0.142254 0.101206 0.0644082 22.4488 21.3677 20.9781 20.701 0.19368 0.162105 0.0526298 0.025045 20.5073 20.3358 0.16955 20.1663 0.333632 0.109475 19.8326 0.253118 19.5795 0.64068 18.9388 0.20989 0.0802634 0.473154 18.7845
internal_count=2900 219 197 191 133 102 65 2681 2636 2614 2581 132 98 54 50 2449 2405 55 2350 55 44 2295 224 2071 77 1994 109 83 50 1982
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 0 2 1 0 1 1 1 0 0 0 1 0 0 1 1 0 0 2 1 2 0 0 0 0
split_gain=0.00246772 0.00607949 0.00575821 0.0319175 0.0210536 0.00539632 0.00620712 0.00430145 0.023794 0.0573915 0.0147736 0.013243 0.00312715 0.00289811 0.0959159 0.0301089 0.0286052 0.0607485 0.0999052 0.0557909 0.0515567 0.0675351 0.0284969 0.0300355 0.0204725 0.10681 0.0246235 0.0195722 0.0190954 0.0811709
threshold=35.461062230100005 32.785955158400007 0.49850303880000008 0.36597706655000006 0.51243974730000008 0.38185982460000006 0.53136133645000017 36.372781240150012 0.36449507500000006 0.50482021495000018 0.38733870245000007 0.38991347565000006 0.33960061075000009 0.51700547890000015 0.51929582950000019 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50579323975000012 0.38185982460000006 0.38398550940000004 0.51243974730000008 0.50109278165000015 37.572218886150004 0.36000419150000007 42.131954243650007 0.49588335680000006 0.5089817670000002 0.52029879345000019 0.52161611930000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 12 -7 8 -2 -10 -11 -12 -1 15 -15 16 17 22 -19 27 -21 -22 23 -9 26 -26 -25 -18 -16 -30
right_child=7 2 3 4 -6 6 -8 13 9 10 11 -13 -14 14 28 -17 19 18 -20 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.020440338899744732 0.033997839019280066 -0.0014310052505350894 0.10030238793732729 -0.079068181036455659 0.027096342080581017 0.051642072786005092 -0.10037216069906073 0.030429024601242839 -0.10374967846682857 0.10023885218482098 0.10013047092867561 -0.10027586578108305 -0.10067739798894958 -0.10257531308530959 0.036505436418596153 0.024967319730243104 -0.028522181232410071 0.078996741174660351 -0.012925008727489902 0.091397313223261112 -0.10274111921051901 0.063699144922083159 -0.020031615322172996 -0.00046550181433601794 -0.10263796508641257 0.023605407521823382 0.023247851401252267 -0.081385958374756873 -0.062441857346055729 0.00086538134794787421
leaf_weight=0.0088487484021382533 0.059150537929331198 0.11623503459024309 0.042555366613669321 0.026812621857970946 0.061581855227195816 0.011289677296872469 0.0035247135085194311 0.32837128810662619 0.0637198384210933 0.023601412656717002 0.0051390302251093098 0.0092007627457577901 0.010768456690297724 0.093008221628209209 0.13783405143352023 0.49693897190104586 0.1600825559398803 0.25213439222716338 0.22264336204307256 0.06430521234869957 0.051455900548641242 0.046328252472449094 0.70793054148089218 12.032655429444352 0.11184074818024292 0.16722654210208532 0.45442691580319738 0.12450945569662508 0.20899806920351682 6.5463178469835732
leaf_count=36 18 38 9 9 88 7 103 30 6 5 2 53 22 20 10 28 23 32 12 2 57 4 10 822 19 36 24 32 14 1329
internal_value=-1.71571e-05 0.00928538 0.0147691 0.0291487 -0.00510645 -0.030082 0.0154741 -0.000134278 -0.0164303 -0.0457715 0.0515992 -0.0284551 -0.0644848 -1.62711e-05 -0.00170248 0.000757677 -5.94098e-05 0.000720218 0.0358907 -0.0249786 0.0218506 -0.0238849 -0.00048958 0.000566923 -0.000201191 -0.0269887 0.000397469 -0.0516502 -0.000341422 -0.00109324
internal_weight=22.6494 0.281616 0.247185 0.13095 0.0883945 0.0344316 0.0148144 22.3678 0.160812 0.101661 0.0379412 0.0143398 0.0196172 22.207 6.98616 15.2208 14.7239 14.2772 0.474778 0.446681 0.162089 0.0977842 13.8025 13.0945 12.7661 0.279067 12.4871 0.284592 6.89315 6.75532
internal_count=2900 312 144 106 97 168 110 2588 84 66 60 55 58 2504 1373 1131 1103 985 44 118 63 61 941 931 901 55 846 55 1353 1343
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 2 2 2 0 1 0 0 2 0 2 1 1 1 1 0 0 0 0 1 1 0 2 1 1
split_gain=0.00244124 0.0215562 0.023864 0.0226487 0.0251333 0.0201381 0.0239852 0.0277006 0.0417936 0.0232088 0.022417 0.0606179 0.0506129 0.0392033 0.0369262 0.0331333 0.0341392 0.0261866 0.0359337 0.0248018 0.0581398 0.0295873 0.0231743 0.027111 0.017369 0.0206031 0.0371533 0.0203071 0.0201952 0.0161376
threshold=41.21013581150001 41.134354310300004 41.028010303750008 40.878805547300004 40.79983011445001 0.39078171310000004 40.380906245900007 40.21994457600001 40.036761086100007 0.48320409570000006 0.42829556000000008 0.54384599265000022 0.55671985870000007 38.386256906100009 0.55980359870000018 38.238138001450004 0.40621538280000008 0.46208197360000008 0.46613873835000008 0.39904493880000008 0.54017843775000018 0.54475913895000005 0.56704889075000009 0.56915960600000015 0.39024280710000009 0.38906020780000011 0.51484985480000012 39.685256516350002 0.36927038110000004 0.34692075085000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 -8 13 -12 -13 15 -14 16 -7 22 -19 -15 -21 -22 -16 -24 25 26 27 28 29 -1
right_child=-2 -3 -4 -5 -6 10 9 -9 -10 -11 11 12 14 19 17 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0066545138666295111 -0.00097989295629371544 0.025155981986248729 -0.025468661891165978 0.024877086919056185 -0.032387034290608817 0.014397122566679764 0.031215159142587726 -0.019158903797406243 0.04065422345178183 0.0010634387094611024 0.091406779828459822 -0.054695229789868322 0.067267030412794651 -0.057852866862748889 -0.045741381359759581 0.069619189153384803 -0.10109116675800012 0.081121252764471324 -0.039091370801254743 0.019640286794880044 -0.064357671016987 -0.013690816066787116 0.07701596086279909 -0.012486776857327114 0.013698232144300042 -0.017443630634749387 0.028518818737244513 -0.022263480203162548 0.029757895695094728 -0.0094666136031457473
leaf_weight=1.2124618814219763 12.17221690380693 0.35980858151379003 0.34840597706823118 0.38686733734039158 0.23103915345598203 0.13545322808992877 0.5647709538793888 0.60811067673080277 0.28453467158510637 0.46586812179157278 0.073790098226709233 0.153199252256913 0.094278144575355272 0.19578247295172702 0.1439561122726758 0.083835964253818673 0.031560140246463142 0.073847317312811356 0.037488951397387116 0.26438377146848779 0.23195904040767346 0.22907654393728905 0.043207130685800621 0.15616093709318901 0.92726715411117755 0.67415105263671637 0.44892845117647073 0.43600812821304646 0.22385440095240472 1.2727511559442461
leaf_count=163 1584 22 34 36 24 71 32 27 23 21 9 39 17 32 40 10 39 16 254 31 17 27 11 83 21 20 39 29 30 99
internal_value=-1.87912e-05 0.00110687 0.000244404 0.00116944 0.000182992 0.00101295 0.00347829 0.00109001 0.00333703 0.017586 -0.0079964 0.00518797 -0.00387306 -0.0167248 0.0103105 0.0183229 -0.00742644 -0.00149995 0.0406435 -0.0262685 -0.0177442 -0.0391826 -0.0151666 0.00691029 0.00129331 -0.0014017 0.0016074 -0.00223394 0.00098969 -0.00160159
internal_weight=22.565 10.3928 10.033 9.68459 9.29772 9.06669 7.11871 6.08807 5.47996 1.03064 1.94798 0.775928 0.702138 1.17205 0.548939 0.250849 0.167013 0.45466 0.111336 0.921202 0.725419 0.461036 0.343324 0.199368 5.19542 4.26816 3.594 3.14508 2.70907 2.48521
internal_count=2900 1316 1294 1260 1224 1200 504 451 424 53 696 469 460 227 421 120 110 404 270 107 75 44 134 94 401 380 360 321 292 262
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 0 1 0 2 1 2 1 1 0 2 1 2 1 0 0 2 1 2 2 0 0 2 2 0
split_gain=0.00214574 0.0121571 0.00828819 0.0235264 0.0211658 0.00558977 0.00514522 0.016603 0.00395748 0.0198851 0.0221684 0.0455476 0.0341078 0.0249302 0.0244528 0.012025 0.00858212 0.0189587 0.00544028 0.00881401 0.00443415 0.0246706 0.0399003 0.0276798 0.0431462 0.0181635 0.0176409 0.0186599 0.0177316 0.0123793
threshold=0.62143349005000015 0.59210802070000013 0.52041855035000018 0.68186581240000022 46.177190236600005 0.63514565435000014 0.6777042603500002 0.52332265500000019 0.58736265385000019 47.480720532750006 0.43808568605000003 45.673096293200011 0.45772581660000006 0.45976168375000009 0.58859016195000013 48.852845034800005 0.47277027635000007 44.710446918150005 0.48363821445000005 0.59879943715000017 0.56915960600000015 42.686561923500008 0.48363821445000005 42.406961525800007 40.922041107600009 0.56639022785000004 0.57507260265000015 40.823855932350007 40.580626202750004 0.56793209785000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 6 5 -2 7 -4 20 10 -10 12 -12 -14 -15 -11 -16 18 -18 -20 25 23 -23 24 26 -1 -22 28 -28 -27
right_child=1 -3 3 -5 -6 -7 -8 -9 9 15 11 -13 13 14 16 -17 17 -19 19 -21 21 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.00014484247161026083 0.053997223890693946 -0.10174581067910282 0.094634689764006782 -0.10069376642568946 -0.060576646535298054 -0.0033562725362970718 0.098889403205080134 -0.10018569743255497 0.10037280835722871 0.083198294084766006 -0.10166231172767214 -0.10284771524982837 0.089956012145173139 0.098387955015890413 -0.10226919131079744 0.015703319594399408 -0.10030594916480262 0.10032639072661237 0.08753703099085558 -0.10013166511023375 -0.0082753573005696253 -0.10109289578798537 0.011933398213350294 0.042835738534762642 -0.070129942880573851 0.0065034523467408208 -0.10071329279672206 0.10067905699227711 0.066110647742354811 0.055382165043420264
leaf_weight=21.245828173320984 0.028883017403291966 0.013571809513200028 0.012747228117511611 0.01083745502998068 0.060183831014683165 0.041280022835672392 0.021389881617594586 0.0066598107980206924 0.017479951993859266 0.048232022440060973 0.022212615129632018 0.04659320053178817 0.046668765746403551 0.017033063295656348 0.015453516966698 0.058305780008236496 0.014385326927688569 0.010401704930700362 0.005113141427273149 0.0049016905865837401 0.13095360634047548 0.066352161585967906 0.059010746671788183 0.12149222963489592 0.092970140489158304 0.10986929073702256 0.011689084919278225 0.037776978686451912 0.014005130375153385 0.098061888947995612
leaf_count=2094 33 79 6 56 30 55 7 72 6 6 19 8 5 5 24 39 24 2 14 81 27 44 21 9 23 22 61 2 3 23
internal_value=-1.51915e-05 -0.0104446 -0.00363553 0.0302721 -0.0170674 0.0202536 0.0650624 0.0277792 7.62874e-05 0.0113557 -0.00721477 -0.0175047 0.0116971 0.0337931 -0.00515934 0.0462598 -0.0402546 -0.0127175 -0.0609078 -0.00431612 -8.1085e-05 -0.00908004 -0.0478892 0.00281868 -0.014098 0.00014301 0.0126954 0.0559623 -0.00978267 0.029555
internal_weight=22.4903 0.195553 0.181981 0.0516344 0.130347 0.070163 0.0407969 0.019407 22.2948 0.306781 0.200243 0.182763 0.13617 0.113957 0.0672884 0.106538 0.0502554 0.0348019 0.0244002 0.0100148 21.988 0.53425 0.125363 0.408887 0.287395 21.4538 0.194425 0.0634712 0.0256942 0.207931
internal_count=2900 338 259 141 118 88 85 78 2562 233 188 182 174 155 150 45 145 121 119 95 2329 190 65 125 116 2139 93 66 64 45
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 0 2 1 0 0 2 2 0 1 1 2 1 2 1 1 0 0 2 2 2 0 2 2 2
split_gain=0.00234793 0.0167061 0.0156675 0.0194509 0.005195 0.0210737 0.126347 0.0375921 0.0387119 0.0147767 0.00879707 0.0212788 0.0172226 0.0281896 0.0172075 0.0286942 0.0432108 0.0197775 0.00931247 0.0295357 0.00921804 0.00733014 0.0207249 0.00925662 0.0141801 0.00733288 0.0129113 0.00468933 0.0104534 0.0141503
threshold=0.31063441215000004 48.680511450650009 40.878805547300004 0.37331217625000007 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.41155953415000007 0.43780126340000008 39.995120105550008 41.532441862050007 0.43518158140000007 0.32600820335000008 0.34193587020000005 37.572218886150004 0.34392682850000006 39.039757512550004 0.31728091975000011 0.34427112960000006 0.61802041855000012 0.66697104880000013 50.448116877400004 51.307674290650006 51.779769178100004 0.61532588845000014 45.673096293200011 44.758188263300006 44.269496632500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 -6 -7 -8 -9 -2 11 18 -13 -14 -12 16 -16 -17 19 -11 -19 23 -23 -10 -25 -26 -27 28 29 -22
right_child=4 -3 3 -5 5 6 7 8 21 10 14 12 13 -15 15 17 -18 20 -20 -21 27 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.090688871019411754 0.017255206331508264 0.041848958636155363 0.029701851919374057 -0.10103769005130624 0.005838649423327652 -0.10699054794127508 0.052060816537402146 -0.10620801022732936 0.034111630117960444 -0.10076766283645983 0.045345705242398476 -0.10420975564188667 0.033020806196861978 -0.10064532432754476 0.013548148875252741 0.02137803022604982 -0.1013123016516751 -0.024815868812467848 0.045425934105303205 0.055142474004495616 0.00016029402199670489 -0.1010454477030852 0.044123088363541785 -0.100928219943603 0.051964226979853659 -0.10118834979396807 0.025202130431815975 -0.0098003846238243365 0.020852329328355297 -0.026133139019382651
leaf_weight=0.0092659370566307575 0.49899907222076478 0.082158406621601898 0.018372046688455157 0.029898530764442099 0.59595810621976786 0.12941097356417686 0.12653947345825145 0.039201054558775983 0.086831911836210196 0.022664693377777052 0.083507250557892543 0.039484529098160692 0.039305201827105174 0.026358602981289891 0.062408878235148957 0.43002200452611106 0.068926557980063308 0.15217841637786733 0.046240889699561194 0.026192556712038954 18.779002195964026 0.021926723290107475 0.01783245003787215 0.014982958616599262 0.023062947406288004 0.012688950195987481 0.022263540420681238 0.48697040266330205 0.24053115636860312 0.20693378292216991
leaf_count=3 46 8 11 105 7 9 9 7 42 20 12 13 29 20 13 23 40 12 5 24 2010 22 40 14 11 81 5 163 51 45
internal_value=-1.46663e-05 0.0129093 -0.0284146 -0.0512775 -9.56251e-05 -0.00682618 -0.0220821 0.00799509 -0.0153561 0.00025049 -0.000159217 -0.0210174 -0.0520185 -0.0206351 4.44244e-05 -0.000140771 -0.0467321 0.000160727 0.0132599 -0.0171836 -0.000298555 0.00248793 -0.0359357 0.0120461 -0.0142009 0.00819718 -0.0206819 -0.000109292 0.000136165 -0.000126287
internal_weight=22.4401 0.139695 0.0575365 0.0482706 22.3004 1.0907 0.494741 0.36533 0.238791 21.2097 20.7107 0.200246 0.105148 0.0656638 20.5105 20.427 0.131335 20.2956 0.0950981 0.0488573 19.8656 0.199589 0.0397592 0.15983 0.0729984 0.0580154 0.0349525 19.7134 19.2265 18.9859
internal_count=2900 127 119 116 2773 247 240 231 222 2526 2480 111 62 49 2369 2357 53 2304 49 44 2281 215 62 153 111 97 86 2269 2106 2055
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 1 1 2 2 1 2 0 0 0 1 1 1 2 1 2 1 0 2 0 1 1 2 2 1 1
split_gain=0.00214268 0.0301467 0.0351977 0.0757502 0.0217668 0.0304771 0.0227197 0.0272914 0.0431865 0.0211034 0.028099 0.0206661 0.0249743 0.0387287 0.0200948 0.0152231 0.0101451 0.0296978 0.0646761 0.0259682 0.0205765 0.0190187 0.070171 0.0228452 0.0136955 0.0366258 0.0813334 0.0432024 0.0346925 0.0275703
threshold=0.42067602765000006 0.41917906650000009 0.40621538280000008 0.54095685760000012 0.39971857130000005 0.4019490434500001 0.39584144190000009 43.633733172900008 40.421032462050007 0.41753240920000007 43.968221017800005 0.54017843775000018 0.54475913895000005 0.54679500610000009 0.4274273225500001 0.39772761295000009 0.39024280710000009 41.395309858300003 0.39167988980000007 42.37975859965001 0.38906020780000011 0.52266399210000014 39.134693790050008 0.52772372085000019 0.37982395740000008 0.37138109635000011 39.852039223600009 43.104429861650011 0.36927038110000004 0.38398550940000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 -6 16 8 15 10 -4 14 -13 -14 -2 -8 20 21 -19 -20 24 -18 23 -23 25 28 -27 -28 -1 -26
right_child=11 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17 17 18 19 -21 -22 22 -24 -25 29 26 27 -29 -30 -31
leaf_value=-0.00038253456180119619 0.038741899794183784 0.025284807310467838 -0.10090102406833393 -0.10223338152905262 0.067832864006346735 0.0033577968420860586 -0.042910188013883022 0.012140232806113028 -0.10208906734593737 0.017856711090659429 0.021172221116200568 0.02701562499967607 -0.049480337740520776 -0.001115112256395052 -0.10098429800276554 0.030379516100235898 0.0033337241114637251 0.04098731672359783 -0.0019275209309986099 -0.10277469960304925 -0.017303211388078218 -0.041667278133899151 0.059736830860825096 0.021472019292930744 0.028207466130602401 0.019699886630562082 -0.1051976532200315 -0.014376003275596849 0.029282136843526374 -0.0052717201617080781
leaf_weight=14.19767806836372 0.013951489584655641 0.47313429597580636 0.041404911984864151 0.1060526412704246 0.11339554813719033 0.20741856811806159 0.060272996454158512 0.11485762223856 0.086849762191093305 0.17381890438628034 0.034624017203448432 0.27778398597138254 0.17845942490748745 2.2912766475973898 0.039246891120479743 0.053495282693532431 0.69400521369925694 0.083841387176334936 0.036243888040189631 0.086408218142555171 0.68708026834247071 0.12706579911244908 0.30685672922118101 0.10437910660039051 0.50182087721441426 0.18070134123991088 0.13765211053828352 0.084543999999141306 0.40549608756555322 0.48246011068121675
leaf_count=1107 9 34 19 59 22 34 23 27 39 18 28 30 14 975 76 19 11 10 19 45 24 31 20 13 34 23 28 28 34 47
internal_value=-2.06334e-05 0.000349397 -0.000268016 -0.0314218 0.000323245 0.0261473 -0.000126237 -0.0267316 -0.0489865 -0.00136442 -0.0453082 -0.00260775 -0.00141246 -0.00460991 -0.0643405 -0.00844844 0.000337069 0.0083938 -0.026703 -0.0729742 -0.000358004 0.0142749 0.0283807 -0.0131921 0.000370105 -0.00037942 -0.0301225 -0.0706407 0.000441184 0.0117971
internal_weight=22.3823 19.5816 19.1084 0.3559 18.7525 0.320814 18.4317 0.315476 0.200618 0.249848 0.0760289 2.80072 2.74752 2.46974 0.0531984 0.113768 18.1162 1.4388 0.206493 0.122652 16.6774 1.23231 0.538302 0.231445 15.9904 15.0061 0.402897 0.222196 14.6032 0.984281
internal_count=2900 1796 1762 124 1638 56 1582 108 81 65 47 1104 1019 989 85 42 1474 149 74 64 1325 75 64 44 1301 1220 79 56 1141 81
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 0 2 1 2 2 0 1 2 1 1 1 2 2 0 1 0 1 1 1 1 1 1 0 2 1
split_gain=0.00196947 0.0161632 0.0132678 0.00440429 0.0184219 0.113908 0.0312895 0.0350443 0.0135316 0.00642937 0.0215002 0.0573126 0.0176049 0.00981367 0.0241635 0.0318972 0.0107971 0.00704396 0.0132961 0.0375553 0.0344046 0.112495 0.127774 0.0929928 0.0579979 0.0428278 0.0295885 0.0214232 0.00925587 0.00687996
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 48.680511450650009 45.673096293200011 0.39614083410000006 0.36501901140000009 47.480720532750006 0.49242537650000007 0.43967246490000006 0.41808628485000005 47.001379125850008 43.740100730350001 0.47796473160000008 0.34506451900000007 0.47997065955000012 0.34524415440000006 0.34566330350000002 0.3465914194000001 0.37138109635000011 0.40259273675000007 0.42194844465000009 0.6003263375500002 43.542456167850005 0.3920092213000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 -6 -7 -8 9 17 -11 -12 13 14 15 16 -13 28 19 -19 -20 -22 -23 -24 -25 -26 -27 -28 -2 -14
right_child=3 -3 -4 4 5 6 7 -9 -10 10 11 12 29 -15 -16 -17 -18 18 20 -21 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.0024913917203837699 -0.00011004092451912891 0.043468558164641194 -0.10231956850964322 0.005309372927166366 -0.10629848914730573 0.04812852920045909 -0.10558547491277348 0.0023416035980248747 0.017237410488870748 0.030161965459129299 -0.10504199397959518 -0.10233320516721263 0.034112412624028192 0.015139029526178913 -0.1024063562097421 0.084560553863860743 0.0019843282824814333 0.054046923368646617 -0.039861968623654924 -0.0074431361128425369 -0.10557394044153315 0.10214106431897794 -0.10615695334521516 0.08084240527224705 -0.046835060518444535 0.078339525789111741 -0.030113917334030311 0.043102694087085114 -0.018416112469130629 -0.0039362184885137373
leaf_weight=0.044207124906168072 18.505613900027171 0.073853082219642374 0.016617897992546204 0.59421368781477091 0.11777706703708191 0.12251822226244258 0.035656155360424879 0.19256803458948435 0.45694287828518909 0.10010699555277724 0.068384815983222325 0.024604673683853662 0.096760361651831772 0.035165327119443646 0.044483919151389273 0.024093692220048979 0.016626550179353217 0.19332110885807285 0.17160845687612891 0.20428395473823002 0.076549150981009007 0.15538978762924671 0.0723977085435763 0.10567796480677316 0.13984724293891304 0.068587975920817001 0.096604414748510115 0.068160724620668134 0.28038691236138191 0.093392920564909332
leaf_count=102 2102 20 5 7 9 9 7 215 20 3 26 37 13 23 10 4 16 13 6 29 4 3 4 15 31 20 48 19 38 42
internal_value=-2.68806e-05 0.0120293 -0.0261438 -0.000100147 -0.00638152 -0.0212088 0.00736372 -0.0145202 0.000216239 -0.00016055 -0.0113207 -0.0216121 -0.00458769 -0.030837 -0.0455605 -0.00685047 -0.060267 0.000118541 0.00708891 0.0224542 0.000690538 0.00957591 0.0220494 -0.000526216 0.0154432 -0.00307564 0.0231491 0.000174633 -0.000383265 0.015425
internal_weight=22.2964 0.134678 0.060825 22.1617 1.06273 0.468519 0.350742 0.228224 21.099 20.642 0.503619 0.403512 0.335127 0.144974 0.109809 0.0653249 0.0412312 20.1384 1.35243 0.397605 0.954823 0.783215 0.706666 0.551276 0.478878 0.3732 0.233353 0.164765 18.786 0.190153
internal_count=2900 127 107 2773 247 240 231 222 2526 2506 174 171 145 90 67 57 53 2332 192 42 150 144 140 137 133 118 87 67 2140 55
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 1 1 2 2 2 2 2 1 2 2 1 2 0 2 0 1 2 2 1 1 0 2 2 0
split_gain=0.00189886 0.0189728 0.0135353 0.0066353 0.0172809 0.0255804 0.0192616 0.00315914 0.0197554 0.0157215 0.0278637 0.011931 0.0241362 0.00581241 0.0209306 0.023932 0.00776595 0.0315377 0.0299419 0.0189858 0.0157602 0.0252207 0.0500717 0.0458875 0.028471 0.0214437 0.0160809 0.0276792 0.0724377 0.0239829
threshold=0.48627286610000009 0.61532588845000014 0.59210802070000013 0.50064369330000014 0.66697104880000013 0.68186581240000022 0.52041855035000018 0.46419268885000003 40.580626202750004 41.902916368500009 47.673928029900004 39.468990633150007 38.938637541200009 0.45280081435000008 42.622319549950006 39.134693790050008 0.44286099220000008 41.986601436450009 0.56859076075000015 39.468990633150007 0.55041765215000005 0.43967246490000006 39.995120105550008 41.093509583400007 0.43590012275000006 0.42274183410000005 0.54317236010000014 40.036761086100007 41.028010303750008 0.54585192060000021
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -5 13 11 -10 -11 12 -9 16 15 -15 20 19 -19 -18 26 22 -22 -24 25 -25 -1 -28 -29 -30
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.00024269481192647582 -0.1004613725119433 0.030304418887985005 -0.10154937272839107 -0.082951324579241009 0.075609702981736637 -0.10058017539272786 0.049920337512343253 -0.10099609430312362 0.057073832449800056 -0.050580641011845374 0.048569061041436247 -0.10267272966294905 0.057754897060350453 0.004256303744276717 0.011676190791038621 -0.063877811553962147 0.02322918536197989 0.082643742266416992 0.0029072823759455921 -0.023839937733551204 -0.091523122013903779 -0.068638182624723307 0.04091982026033375 -0.010608071470788023 -0.0023824570406280419 -0.10174510475652959 0.037219457164660019 -0.051670046939962792 0.048574035701782148 -0.0002473723084538247
leaf_weight=19.146575801095334 0.02066956932399408 0.07403998988374072 0.012165760420266652 0.040248280310836437 0.036282553501742365 0.010661824623380944 0.014967233488548504 0.016324947363545728 0.08974162720644685 0.05440611467315648 0.059168104995478643 0.019992245129444086 0.02316988177048529 0.092041882995758217 0.19427793322546005 0.11719145805398057 0.14056396799919035 0.099701284843409677 0.089252347798961296 0.21953476323687937 0.064973012392642082 0.077147143328024192 0.19339849367442241 0.044943619819610259 0.29236463019515213 0.060665956982120406 0.31696319347378832 0.18281310086376834 0.20186374063177936 0.20061733179241514
leaf_count=1761 127 33 79 58 27 62 64 54 26 31 13 11 12 49 29 34 31 14 33 22 90 21 15 59 32 17 38 15 20 23
internal_value=-2.77775e-05 -0.00951377 0.000466007 0.00750968 -0.00901072 0.0355941 -0.0469339 6.23641e-05 0.0109607 0.0257911 0.00107281 -0.039727 -0.00786386 -6.94107e-05 -0.0119594 -0.0339056 0.000155504 0.0118944 0.0449802 -0.00546658 -0.000154629 -0.0145519 -0.00819458 0.000960572 -0.0184579 -0.0629605 0.0003721 0.0134185 0.000529217 0.0242389
internal_weight=22.2067 0.209035 0.188366 0.1762 0.10216 0.0469444 0.0552155 21.9977 0.262803 0.203316 0.113574 0.0594871 0.0394948 21.7349 0.403511 0.209233 21.3314 0.549052 0.188954 0.360099 20.7823 0.733493 0.656346 0.591373 0.397974 0.10561 20.0488 0.902257 0.585294 0.402481
internal_count=2900 450 323 244 211 89 122 2450 147 70 44 77 66 2303 112 83 2191 100 47 53 2091 234 213 123 108 76 1857 96 58 43
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 1 1 2 2 0 1 0 0 2 1 1 2 1 0 1 2 2 1 0 1 1 0 1 0
split_gain=0.00211709 0.0237439 0.0195564 0.025003 0.0139494 0.0153329 0.00783295 0.00906726 0.00422916 0.0140896 0.00911877 0.103976 0.0231759 0.0106172 0.0272288 0.0111505 0.0247604 0.0401298 0.0161189 0.00859039 0.00751404 0.00483993 0.0226919 0.0129752 0.0472082 0.0378642 0.0435463 0.0454477 0.0252957 0.0553964
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.50525433370000017 0.49994012155000006 0.48363821445000005 0.39745815990000005 48.852845034800005 48.461603274950008 0.41155953415000007 0.31123319660000009 0.37331217625000007 0.43563066975000003 39.56957118270001 0.32600820335000008 0.34193587020000005 37.572218886150004 0.34392682850000006 0.43447800965000011 0.34427112960000006 43.19689381845 43.082598263550004 0.45976168375000009 0.60665848330000005 0.34479506600000004 0.34506451900000007 0.47760546090000006 0.34632196640000007 0.49678153350000009
decision_type=2 2 2 2 2 2 2 2 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 7 -5 9 10 11 12 -1 14 -12 -15 17 -17 -18 -16 -20 22 -22 25 -25 -23 -27 -28 -29 -30
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 13 -13 -14 15 19 16 18 -19 20 -21 21 23 -24 24 -26 26 27 28 29 -31
leaf_value=0.026793519258641808 -0.10192801904625688 -0.10129054503663404 0.080331839042714903 -0.006921118546348643 -0.10031967728112268 0.087143151638380725 0.0092024575503143139 -0.1004429328906371 0.0063397027633576887 -0.019184296632475235 0.012172052245275365 0.087938989972262072 -0.10424676643335727 0.03313114163947091 -0.10366752205184906 0.012294881396193497 0.019437911277004987 -0.10121206372712291 -0.022361953297432458 -0.035781899562369317 -0.00013603352590973211 -0.055568529763879798 -0.029986065605447559 -0.10126331236900626 0.014023579028550358 0.053070985183274744 -0.037064178084915349 -0.006459674973420447 0.068205708687064187 0.0086577507593444507
leaf_weight=0.018211318238189611 0.024825893256841147 0.016889005026314408 0.040705963969230652 0.025222155389776901 0.014819364425079584 0.018217417986306828 0.068228635230298096 0.017601626475674426 1.0259576531916526 0.38520890773725014 0.087892874860617698 0.10128397256638522 0.052133753042173769 0.10187307058368489 0.037567636001436533 0.062273774412463179 0.42800417612307029 0.062316047274578068 0.15152770036366092 0.03699862923841124 16.796944597706997 0.094422450289130988 0.25859267604611957 0.052255507165682391 0.11089656682693771 0.2037739938241433 0.2316488948311245 0.5791432267287745 0.19145380377495758 0.84899174246603337
leaf_count=11 22 3 3 28 53 6 31 73 45 22 49 37 104 18 32 13 23 39 12 23 1779 5 46 23 69 10 46 23 28 224
internal_value=-2.80342e-05 -0.00964624 0.001713 0.0111268 -0.00842398 0.00211085 -0.0118381 -0.0453609 7.13582e-05 -0.000236445 0.000119456 0.0230729 -0.0703223 -7.42582e-05 -0.0255362 0.000130783 -3.67044e-05 -0.0444778 0.000240868 -0.0699837 -0.000180063 -6.5213e-06 -0.000588614 0.00428646 -0.0229013 0.00635014 0.00919515 0.00436554 0.0102912 0.0196153
internal_weight=22.1459 0.22651 0.201684 0.184795 0.144089 0.12927 0.111052 0.0428238 21.9194 20.8934 20.5082 0.171629 0.0703451 20.3366 0.162459 20.1741 20.0722 0.12459 19.9477 0.0745663 19.5197 19.3681 17.0555 2.31259 0.163152 2.14943 2.05501 1.85124 1.61959 1.04045
internal_count=2900 219 197 194 191 138 132 101 2681 2636 2614 152 115 2462 104 2358 2340 52 2288 55 2265 2253 1825 428 92 336 331 321 275 252
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 1 1 0 2 1 2 1 0 1 0 2 0 1 0 1 2 2 2 2 0 1 0 2 2
split_gain=0.00230265 0.0103797 0.011123 0.00453151 0.0172147 0.0119773 0.0303217 0.0193519 0.019665 0.0111678 0.0078958 0.0164945 0.00555642 0.00776871 0.00447941 0.0185262 0.0157155 0.00495494 0.0147771 0.00370297 0.00315299 0.0171043 0.0321231 0.0242099 0.0299648 0.022965 0.0117605 0.0109747 0.0334409 0.0512921
threshold=0.62143349005000015 0.47777012665000013 0.59210802070000013 0.58736265385000019 47.480720532750006 45.673096293200011 0.45772581660000006 0.45976168375000009 0.58859016195000013 48.852845034800005 0.47277027635000007 44.710446918150005 0.48363821445000005 0.59879943715000017 0.52041855035000018 0.68186581240000022 46.177190236600005 0.6777042603500002 0.52332265500000019 0.63514565435000014 0.45206730335000006 39.468990633150007 41.558544840500012 42.674081447500008 49.842240509300005 0.56859076075000015 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 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 14 20 5 6 -5 -8 -9 -6 -10 12 -12 -14 16 17 19 18 -16 -3 26 25 -23 -24 -25 -22 27 -1 -29 -30
right_child=1 2 -4 4 9 -7 7 8 10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.00031021776365429562 -0.10094103754248809 0.05192854699201991 -0.10142803698437373 -0.10150166372381896 0.083862668140251659 -0.045868385213679627 0.08708083759637722 0.097562832649099318 -0.1018697280394118 0.015693869495072593 -0.10027192476127296 0.10030205318603061 0.08651148273234617 -0.10009934969786075 0.092629387344176445 -0.10054993826255398 -0.054037589919520373 0.097977649473562439 -0.10017231777711798 0.0029151285117002207 -0.0051735092928517001 -0.067413576478695114 0.022511969603431863 -0.10096311934452036 0.009772313801010471 0.066925628503350237 0.021667788828089424 -0.066303988348301104 0.029011834923932008 -0.02559694115810944
leaf_weight=19.983702429958548 0.012065390523010144 0.026381312780511812 0.011110574612190949 0.019808042763966846 0.044036604696884751 0.052462193103565369 0.040606756323541049 0.0146775603857634 0.012901449696306147 0.05290442894222025 0.012575347576409213 0.0095871563826221973 0.0049611045140522947 0.0040537247682863597 0.01101644551826552 0.008824942285226213 0.044860125462946598 0.01809449312506306 0.0062196419195177368 0.037078699839323076 0.16247259599896618 0.10485831004999824 0.15817502044849396 0.04485433270682071 0.053682538821249182 0.060676619732330794 0.24992638956730928 0.098024809558533099 0.28412065672798548 0.43585221727383727
leaf_count=1860 25 28 79 24 6 9 5 5 24 39 24 2 14 81 6 56 25 7 72 40 32 37 16 20 24 51 48 102 25 114
internal_value=-2.7805e-05 -0.0114317 -0.0048299 6.36408e-05 0.0129732 -0.00605386 0.0114735 0.0339951 -0.00269262 0.0466603 -0.0360761 -0.0088502 -0.0573194 0.00259764 0.002209 0.0290546 -0.0087343 0.0614274 0.0230569 0.0232908 -9.66065e-05 -0.00733994 -0.0207763 -0.00172645 -0.0406348 0.014431 0.000104581 -0.000154495 -0.0115074 -0.00404685
internal_weight=22.0806 0.175652 0.163586 21.9049 0.268574 0.171633 0.119171 0.0993631 0.0587563 0.096941 0.0440788 0.0311773 0.0215902 0.00901483 0.152476 0.0441555 0.10832 0.0353306 0.0172361 0.06346 21.6363 0.584719 0.36157 0.256712 0.0985369 0.223149 21.0516 20.8017 0.817998 0.719973
internal_count=2900 338 313 2562 233 188 179 155 150 45 145 121 119 95 234 141 93 85 78 68 2329 180 97 60 44 83 2149 2101 241 139
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 0 2 1 1 0 1 0 2 2 2 2 0 0 1 1 2 0 1 1 1 0 0 0 1
split_gain=0.00201999 0.0144954 0.01295 0.0167318 0.00426001 0.0163999 0.102838 0.026487 0.0315353 0.0159333 0.0272378 0.0383923 0.00666776 0.0183421 0.00828399 0.0123197 0.00707104 0.00775463 0.00626357 0.00594556 0.0186752 0.0290453 0.0209502 0.0132759 0.00651812 0.00412153 0.0225434 0.0140392 0.0127202 0.0109852
threshold=0.31063441215000004 48.680511450650009 40.878805547300004 0.37331217625000007 48.919835655300012 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.31123319660000009 0.39672464895000009 0.31308942845000004 0.61802041855000012 50.448116877400004 50.448116877400004 51.307674290650006 52.932444045400004 0.61532588845000014 0.5810754169000002 0.32272985840000007 0.34193587020000005 40.08085804200001 0.4588185982500001 0.34392682850000006 0.34427112960000006 0.46613873835000008 0.58736265385000019 0.58859016195000013 0.60665848330000005 0.47383311875000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 -6 -7 -8 -9 -2 -11 -12 14 -14 -10 -16 18 -18 -17 -13 21 22 -21 -22 -25 -26 -27 -28 -29 -30
right_child=4 -3 3 -5 5 6 7 8 12 10 11 19 13 -15 15 16 17 -19 -20 20 23 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.087664175447000559 0.027059243939800588 0.039971732617498042 0.024257482213000392 -0.10095691316987608 0.0045961319342267262 -0.10570240445347064 0.044363033597503564 -0.10506660705190277 0.032443274559393775 -0.039702388095017964 0.059747488784466389 0.017746039788566058 -0.1009963160110178 0.045109772797304971 -0.10087040610906695 0.074299992206917048 -0.10136883938009843 0.031180537800809639 -0.011149205037270059 0.033040689481152671 0.017518202339168783 -0.10117641481291312 -0.04948245569856452 -0.020924521278190649 -3.8284052990995945e-06 -0.10059786182281855 0.096897279802349356 -0.070873538514719545 0.091373820368207556 -0.0059331646459411906
leaf_weight=0.008138719771522418 0.21869283055045841 0.077160256012575701 0.018087477292283438 0.026029108304253479 0.58475705143064205 0.10809100324638615 0.11903511737182271 0.032577116557812591 0.081294485147177298 0.17201068419251697 0.10791017934799185 0.18586594375392707 0.019766917925807093 0.015199248286080547 0.013395502469279563 0.017832128290574012 0.010230927065460749 0.0077625913545489303 0.016530754180280383 0.061866572296142119 0.42620845635974802 0.045938989585266654 0.06119137890252091 0.15236328414175915 19.225983873704248 0.02631902693668331 0.013367575059731962 0.028317792405497477 0.012638071520740257 0.14147718118555053
leaf_count=3 12 8 11 105 7 9 9 7 42 27 17 33 33 29 14 24 48 2 23 26 24 41 15 13 1839 65 5 75 14 320
internal_value=-2.66381e-05 0.01243 -0.028238 -0.0496199 -0.000100227 -0.00638965 -0.020933 0.00653146 -0.0144541 0.000208962 -7.52367e-05 0.000257437 0.00176397 -0.0374863 0.0110973 -0.0152945 0.00660028 -0.0441857 0.0331934 -5.75338e-05 -0.000221385 -0.0333244 -0.00799449 5.79585e-05 -0.000321711 -0.000160302 -0.0137041 -0.00202409 -0.00927245 0.0020464
internal_weight=22.036 0.129416 0.0522553 0.0441166 21.9066 1.02647 0.441716 0.333625 0.21459 20.8802 20.6615 20.4894 0.182013 0.0349662 0.147046 0.0657519 0.0523564 0.0179935 0.0343629 20.3815 20.1957 0.168997 0.123058 20.0267 19.6005 19.4481 0.22212 0.195801 0.182433 0.154115
internal_count=2900 127 119 116 2773 247 240 231 222 2526 2514 2487 215 62 153 111 97 50 47 2470 2437 82 41 2355 2331 2318 479 414 409 334
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 0 1 0 0 2 0 0 1 1 1 2 2 1 2 0 0 0 0 1 0 0 1 2 1 1
split_gain=0.00204189 0.0888528 0.0138747 0.018276 0.075422 0.0460726 0.0174075 0.111985 0.030438 0.130778 0.0253956 0.0150306 0.0286142 0.0139374 0.0130477 0.0410036 0.122401 0.0155919 0.0427889 0.0129956 0.104693 0.0926802 0.0569565 0.0548418 0.05335 0.0385077 0.0507285 0.0327083 0.0268768 0.0202708
threshold=0.34542378970000004 0.34545372890000009 0.3453339720000001 0.48181192180000004 41.43512228960001 0.48015029490000011 0.34515433670000012 0.47760546090000006 0.47760546090000006 41.169697216150006 0.47739588635000008 0.47577916830000005 0.3447052483500001 0.34491482290000003 0.34569324270000007 41.028010303750008 42.487106141350004 0.34587287805000005 41.966555987550002 0.48077901860000011 0.47943175355000006 0.48101853240000009 0.47886290830000006 0.35394149875000008 0.48181192180000004 0.48414718120000005 0.34632196640000007 42.131954243650007 0.35814795965000007 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 8 -8 10 -10 11 12 -1 -13 15 -3 -17 18 -16 20 22 -21 23 27 -23 -26 -27 -19 -25 -28
right_child=1 14 -4 4 -6 -7 7 -9 9 -11 -12 13 -14 -15 17 16 -18 19 -20 21 -22 24 -24 28 25 26 29 -29 -30 -31
leaf_value=0.00014369740765610804 0.073547636229154209 0.01750181430112736 -0.017726987579510391 0.036112598090623428 -0.014306913885560744 -0.037822414023251372 -0.034276192565298166 0.052475880853220094 0.008149905189688918 -0.068640197753564947 0.033250824168803116 -0.027759690036322244 0.038973896117493238 -0.00031140453858278247 0.028956350553087474 -0.077792480652382673 0.013313397944141533 -0.0076320043772299569 -0.0086129772375192429 0.091077563638521541 -0.095245824195170359 -0.050628189764956491 0.074946328967798181 0.060134978017792357 0.030888357386130445 -0.048201702267279073 0.036212966261236441 -0.10201048740136141 -0.0072566772820396794 -0.00032266958825451518
leaf_weight=2.372102276135974 0.16530187612443015 0.31375919517449702 0.48599981091518696 0.59634304925566517 0.59044011952755682 0.34889408055482807 0.2587912033735601 0.35009970470673579 0.65326442922741979 0.33577598924646779 0.24102810584008683 0.34109242115405392 0.20627979474714875 0.40421799081559584 0.64836930052842834 0.26526310961196486 0.3320760597271768 0.067732774740068724 0.56937319656884711 0.11135697038844128 0.12781017592897115 0.20922295524746815 0.097057320177555084 0.094286157439981477 0.39800047649703074 0.22098598210141318 0.15402604718110424 0.080201528456899263 0.1589329845526315 10.790032331831421
leaf_count=351 9 16 38 20 22 21 31 21 34 26 5 24 23 23 18 30 31 18 29 2 13 12 6 18 16 7 7 23 59 1947
internal_value=-2.88338e-05 0.000642484 -0.00141213 -0.000228399 0.0110282 -0.00265225 -0.000275439 0.0156045 -0.00239877 -0.0179201 0.00190766 -0.000365287 0.00325025 -0.0128732 -0.000180781 -0.0117694 -0.0271444 0.000588364 0.0113903 -0.00046314 -0.014506 0.000276628 0.00620686 -0.0104243 -0.000582282 0.000323254 -0.0007663 -0.0587986 0.0178366 0.000191531
internal_weight=21.9881 14.8038 7.18433 6.69833 1.18678 5.51155 5.16265 0.608891 4.55376 0.98904 3.56472 3.32369 2.57838 0.74531 14.6385 0.911098 0.597339 13.7274 1.21774 12.5096 0.626021 11.8836 0.498211 0.401153 11.7723 11.563 11.165 0.147934 0.253219 10.9441
internal_count=2900 2261 639 601 42 559 538 52 486 60 426 421 374 47 2252 77 61 2175 47 2128 137 1991 124 118 1989 1977 1961 41 77 1954
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 0 0 2 2 2 1 2 2 1 0 0 1 0 1 1 0 0 2 1 0 1 0 0 0
split_gain=0.00231903 0.0137354 0.0118345 0.0135939 0.0463428 0.00890461 0.067475 0.0121267 0.0083341 0.00810113 0.0066994 0.0264594 0.0103002 0.00855788 0.021087 0.15421 0.0485275 0.0238021 0.0298767 0.0404544 0.0200088 0.0144133 0.014891 0.0178197 0.0151882 0.0118744 0.00824982 0.0235626 0.00555587 0.0192273
threshold=43.740100730350001 44.157169339850007 0.34527409360000011 0.3465914194000001 0.38398550940000004 44.758188263300006 0.47760546090000006 0.47976108500000009 43.542456167850005 45.154229826150008 47.480720532750006 0.41640968835000008 47.001379125850008 48.461603274950008 0.31123319660000009 0.39672464895000009 0.46928235680000008 0.36106703390000006 0.51017933595000009 0.39135055835000004 0.39167988980000007 0.55671985870000007 0.61802041855000012 50.264779514000004 0.5024400467000002 0.5339660489000001 0.50829316490000009 0.65092362505000012 0.56501302355000016 0.57161462230000015
decision_type=2 2 2 2 2 2 2 2 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 -5 6 -3 -8 28 -7 11 12 -11 -12 -15 -16 -17 -18 -19 -20 -21 25 23 -23 -24 -22 -26 -28 -1 -30
right_child=1 5 3 4 -6 9 7 -9 -10 10 13 -13 -14 14 15 16 17 18 19 20 21 22 24 -25 26 -27 27 -29 29 -31
leaf_value=-0.00055019270819838353 0.031881402596563822 -0.10363349356970525 -0.01091548940081518 0.069567408054961186 -0.01351472329970509 0.022232890069216308 0.034821568791895664 -0.015310924780340674 -0.01776702411190802 -0.1012704971339798 0.017327085312623315 0.0037479316536576318 -0.0062177885421239041 0.0082405395770450036 -0.11089628999238979 0.050400493121055039 -0.1039540226728595 0.088855500761325826 -0.10212985049408241 0.10064746915983031 0.011112088198180886 0.056397652300881868 -0.10105843084310498 -0.016170804468492662 0.067967775776092518 -0.10127845646880265 0.090564664950228538 -0.10094026227439841 0.026331011651265019 -0.0067651969688702924
leaf_weight=17.60150697125334 0.2507153407610051 0.068886192657432677 0.25883549722277621 0.11478242759767454 0.16174365342430974 0.16407725409310137 0.10405161418020725 0.08997336860977645 0.27414258759120258 0.042037123977138768 0.27604526538000573 0.15640059556767483 0.015642394656879333 0.90541311232868782 0.13464869545714464 0.18405002966756007 0.026484761435358717 0.030514415546349483 0.045287167290325669 0.018461922183632851 0.014581142461488839 0.072196994122023739 0.023055049063032129 0.063688133540750869 0.012559718452394009 0.026458269670999623 0.010218999791504757 0.017304361505779298 0.32570810568908359 0.38071335786973404
leaf_count=1611 26 28 14 11 37 33 3 46 44 73 55 50 20 23 5 8 8 6 10 1 39 23 12 69 4 24 5 49 65 498
internal_value=-2.71868e-05 0.00242075 0.0139516 0.0055549 0.0209716 -0.00120195 -0.0186118 0.0115741 -0.000460352 0.000842263 -0.000849127 -0.0176018 -0.0754927 0.00107805 -0.00175203 -0.0150666 0.00861525 -0.0126994 -0.00547041 -0.0149444 0.000328383 -0.00738662 0.00374014 0.0223855 -0.0363881 -0.0613465 0.00080906 -0.0298374 -0.000201202 0.0084944
internal_weight=21.8702 3.28811 0.786077 0.535362 0.276526 2.50204 0.262911 0.194025 18.5821 2.23913 2.07505 0.21408 0.0576795 1.86097 1.58492 0.67951 0.544861 0.360811 0.334326 0.303812 0.258525 0.240063 0.199023 0.135885 0.0631381 0.0410394 0.0400831 0.0275234 18.3079 0.706421
internal_count=2900 682 88 62 48 594 77 49 2218 517 484 143 93 341 286 263 258 250 242 236 226 225 162 92 70 63 58 54 2174 563
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 1 0 2 2 1 1 0 2 2 1 0 2 1 2 2 0 2 1 2 0 1 1 2
split_gain=0.00190231 0.0218356 0.0180302 0.0215949 0.00945626 0.00925578 0.00964894 0.0130468 0.00908133 0.0151982 0.00300652 0.0120467 0.0413102 0.0354309 0.0329215 0.0175941 0.0195858 0.0174806 0.0320286 0.0269 0.0173188 0.0262304 0.0184536 0.00961801 0.00826767 0.0217688 0.0268713 0.00711474 0.0138046 0.00690711
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.3972336157500001 50.065525775750011 50.666627092000006 51.307674290650006 0.50525433370000017 0.61532588845000014 51.779769178100004 43.740100730350001 0.38398550940000004 0.40105086675000007 0.48414718120000005 47.833738492450003 44.215931556700006 0.41640968835000008 0.47796473160000008 44.527357125550004 0.34491482290000003 43.812290675100009 44.015822920550008 0.50749977545000013 45.673096293200011 0.31123319660000009 48.461603274950008 0.47305469895000007 0.45772581660000006 0.49703601690000004 45.33565396960001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 -6 -7 8 9 -8 -1 13 14 17 -13 -14 -17 18 19 -12 -15 -22 -23 29 -20 26 -26 -25 -29 -18
right_child=1 2 3 4 5 6 7 -9 -10 -11 11 12 15 20 -16 16 23 -19 24 -21 21 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=-0.00041423081951902124 -0.10176028909438745 -0.10118016148944838 0.1008193012945906 -0.058808310996536987 0.039232208555680118 -0.10081719812457179 0.046714577139901722 -0.10031965280472327 0.095301855772030444 -0.1010475394340828 0.073508597364442291 -0.10324094312048077 0.039393161635365465 0.0075417246499941614 -0.014154085705997362 -0.066156013045384043 0.0023434710612122989 -0.018420608313616447 0.0064008496842603811 0.0074450654235701996 0.096031624264007978 0.063495845235820123 -0.029236648631415847 0.012482604141336139 0.048248212435960822 -0.026550240998786778 -0.017703670935994498 -0.061953215225761249 0.0019851273777184899 0.053905897242418913
leaf_weight=18.58013007223952 0.02285381312276269 0.015531091950833797 0.02328200452029705 0.025058765018268758 0.054334152651009049 0.011268423248139925 0.019992633089714218 0.010292312381750435 0.012888530211057514 0.010679134706177984 0.11920138075651365 0.071161581488113024 0.11778757628269437 0.10563079043640744 0.099455801439034985 0.045744878030156144 0.050380710347233182 0.35257315123453725 0.88623596711959052 0.12762672049694856 0.091272995399776846 0.044785026045929044 0.041201745870807827 0.10578779386742099 0.11575549800789986 0.31491381321393419 0.13248365878916957 0.05353580408700509 0.091449086536755431 0.05363911742460914
leaf_count=2218 22 3 1 30 32 22 11 22 4 72 32 35 33 4 14 34 39 15 28 18 6 13 38 25 29 14 13 13 51 9
internal_value=-2.97938e-05 -0.0095897 0.00190042 0.0114415 -0.00295777 0.0087583 -0.0166678 0.000940098 0.0248655 -0.00473246 6.14563e-05 0.00298745 -0.00863049 0.00642021 -0.0513107 0.00541858 -0.00457245 0.00183966 0.00605093 0.0393493 0.0395941 0.0586944 0.0190618 0.00336777 0.00038028 -0.00909431 0.0130501 -0.00723631 -0.0216242 0.0289323
internal_weight=21.8069 0.206181 0.183327 0.167796 0.144514 0.119455 0.065121 0.0538526 0.0435603 0.0306718 21.6008 3.02062 0.688942 2.33168 0.170617 0.518325 0.400537 2.04879 1.69622 0.246828 0.282891 0.17726 0.0859868 0.354793 1.44939 0.563153 0.248239 0.250773 0.144985 0.10402
internal_count=2900 219 197 194 193 163 131 109 87 83 2681 463 253 210 49 204 171 149 134 50 61 57 51 137 84 56 42 89 64 48
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 2 0 0 0 0 0 0 0 2 2 0 1 1 1 0 0 2 2 2 0 0 1 0 1
split_gain=0.00193431 0.015443 0.0117503 0.0527733 0.0314357 0.0300002 0.0224216 0.0170849 0.0497059 0.0323004 0.0399954 0.048226 0.0233593 0.0146084 0.101889 0.043153 0.0138129 0.0109405 0.00973424 0.0148105 0.01212 0.0103592 0.00539708 0.0303967 0.0215511 0.0213129 0.036437 0.040012 0.0152102 0.0187834
threshold=37.858673296900008 38.052786106700005 0.50300889195000009 0.36927038110000004 0.37668033890000002 0.38185982460000006 37.020641110850008 0.51929582950000019 0.52104727400000017 0.52290350590000012 0.52324780695000006 0.52877159370000015 0.52975958800000011 0.49967066855000003 36.514114975300011 35.818873074050011 0.54191491270000014 0.4019490434500001 0.40259273675000007 0.40621538280000008 0.56276758185000009 0.56369569775000017 38.592454371550012 38.771633980050005 38.994321257850011 0.47694679800000012 0.48661716715000009 0.38991347565000006 0.54017843775000018 0.42274183410000005
decision_type=2 2 2 2 2 2 2 2 2 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 13 -7 -9 -10 -11 -12 -13 14 15 -1 -14 -18 -19 -20 -21 -22 25 -24 -25 -3 -27 -28 -29 -30
right_child=1 22 3 4 5 7 -8 8 9 10 11 12 16 -15 -16 -17 17 18 19 20 21 -23 23 24 -26 26 27 28 29 -31
leaf_value=-0.0029805728979992309 -0.028444912809769598 0.051598028015230626 -0.083556393299738782 0.075443780176863026 -0.091786026274929322 -0.04157572135934124 0.041532934302207905 0.10067419362827915 -0.084317968351173528 0.10141807409053563 -0.10191280936669207 0.062678919798013669 -0.066292545962765431 0.011273406218742628 -0.10625215784344706 0.0988065981739953 0.090633514251216185 -0.1015834783466554 0.073113320374584359 -0.075729561546602361 0.063467667900937816 -0.030615871773711459 -0.037716326544178558 0.025110076825314898 -0.00033966332957010615 -0.060196260368617353 0.066091378637935835 -0.041563227141126639 0.054578518030174064 -0.020453265630435844
leaf_weight=0.19253857420148424 0.19327156842908166 0.099649383774557232 0.080638228915631882 0.054059231611972791 0.036751785548403859 0.075542117516761209 0.1786564710564561 0.052776060532778502 0.043286381930954576 0.039823058992624283 0.043785236306604247 0.066159854643046856 0.032535629264373256 0.71493943932000548 0.088210077219457617 0.05314829444625957 0.013896527991164476 0.0092786522582173347 0.02428889684438218 0.023692654834254687 0.02135616278974339 0.025891572428667648 0.21479149131935571 0.33878759863404084 18.633351678467086 0.080647989292629063 0.10396733571542427 0.087372423022713974 0.058665959807058243 0.077361006911445429
leaf_count=106 24 11 7 7 6 17 31 6 10 1 34 4 28 15 10 14 2 1 6 44 4 235 24 36 2132 7 8 24 7 39
internal_value=-2.62747e-05 -0.000315486 0.00304749 -0.00789472 0.00293988 -0.00475955 0.00878616 0.00201219 0.010311 -0.00355263 0.00807339 -0.0061753 0.0131333 0.00320814 -0.0140612 0.0190386 -0.00858351 0.007274 -0.0038104 0.0057161 -0.0173597 0.0119103 -3.94395e-05 -0.000308712 0.000114796 0.0101376 1.16987e-05 0.0148441 -0.00900568 0.0119066
internal_weight=21.7591 19.8879 1.87125 0.643762 0.563124 0.509065 1.22749 0.472313 0.396771 0.343995 0.300708 0.260885 0.2171 1.04884 0.333897 0.245687 0.15094 0.118404 0.104508 0.0952293 0.0709404 0.0472477 19.6946 19.1869 18.9721 0.507664 0.408015 0.327367 0.223399 0.136027
internal_count=2900 2312 588 412 405 398 176 392 375 369 359 358 324 145 130 120 320 292 290 289 283 239 2288 2192 2168 96 85 78 70 46
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=2 0 2 1 2 2 1 0 0 0 1 0 2 2 2 2 2 1 0 2 0 2 2 0 1 1 0 0 1 0
split_gain=0.00211546 0.00791376 0.0107922 0.0169825 0.0106146 0.0105103 0.00896977 0.00714615 0.00584054 0.00454935 0.00427769 0.00325395 0.00241473 0.0343788 0.0197053 0.016588 0.0207283 0.0129469 0.0589908 0.0227723 0.0224308 0.055346 0.0426025 0.0602496 0.0187131 0.0557725 0.0285429 0.0276737 0.0477319 0.0199946
threshold=35.461062230100005 0.4588185982500001 34.997818021800008 0.38906020780000011 34.542090938800008 34.176526048000007 0.39971857130000005 0.54191491270000014 0.54384599265000022 0.56793209785000009 0.31308942845000004 0.56859076075000015 40.305698932850007 40.496232821400007 40.380906245900007 40.21994457600001 40.12915366295001 0.39078171310000004 0.52772372085000019 39.995120105550008 0.50449088350000015 39.646013290900008 39.468990633150007 0.52215502530000013 0.41808628485000005 0.41917906650000009 0.53839705400000015 0.54585192060000021 0.4410796084000001 0.52898116820000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 -8 -9 -10 -1 -11 15 14 -14 16 17 20 -19 24 21 -2 23 -22 26 -26 29 -27 -29 -20
right_child=12 2 -4 6 -6 -7 7 8 9 11 -12 -13 13 -15 -16 -17 -18 18 19 -21 22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.024049178479798067 0.0010407656627857223 -0.025096236448214838 0.041298944026204244 0.095491064134575906 -0.10105788651259505 0.095157752750956934 -0.10042254046515231 0.10013556010710289 -0.1001965102424872 0.092259727092237842 -0.10030652398952287 -0.10002250316884065 0.005088168653127105 -0.00019974911801245605 0.050786142305101235 -0.018456802619818528 0.027241761708969858 -0.10260325197448555 0.029278810272571107 -0.04307474363412022 -0.027269013331717874 -0.03801840221023596 0.032860831437988534 0.013061753543474802 -0.10239938104432607 0.024716787165048562 0.056191996088103546 -0.066997858879345687 0.0049202939965510345 -0.038679030357022935
leaf_weight=0.0045810253359449757 2.2284431681890573 0.098609399297295841 0.095270764339683955 0.021687942688004114 0.014520008658607253 0.0085555976182831728 0.0050025375266216079 0.0076138789299875489 0.0038897937908863936 0.0036157908762106672 0.0069822787546626533 0.0011632411894369407 0.17148789484464444 14.017441242970481 0.2098037120243248 0.54227104090858613 0.26312857319127569 0.065792725237029059 0.083709925704169796 0.14154527472886247 0.53603919678425915 0.43331969855113062 0.53575371101032931 1.1987754413203218 0.058667920789389427 0.26388688194310816 0.1294281193557556 0.13051657442183795 0.31504792734507658 0.089673191091719673
leaf_count=2 156 39 31 6 7 6 6 2 24 2 52 135 24 1784 24 24 24 51 15 18 38 37 27 29 8 27 21 66 185 30
internal_value=-2.38909e-05 0.00874789 0.015277 -0.00223311 -0.0358969 0.0111305 0.0502303 0.00411319 0.0362297 -0.0198991 -0.0510406 0.0454572 -0.000135098 0.000606144 0.0302332 -0.00165633 -0.000249039 -0.00141376 -0.0103825 -0.00537831 0.000910589 -0.00531784 0.00821211 0.000599977 -0.00039596 -0.00869569 0.0206574 -0.000946882 -0.0161463 -0.00586877
internal_weight=21.6862 0.271492 0.236853 0.141583 0.0346389 0.0201189 0.0429732 0.0212852 0.0162827 0.00866883 0.0115633 0.00477903 21.4147 14.3987 0.381292 7.016 6.47373 6.2106 1.27827 1.21248 4.93233 2.66176 2.27057 1.73481 1.07093 0.768119 0.302811 0.709451 0.445565 0.173383
internal_count=2900 312 245 214 67 60 175 169 163 161 54 137 2588 1832 48 756 732 708 421 370 287 193 94 67 352 286 66 278 251 45
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 1 0 0 0 1 0 2 2 0 0 0 0 0 0 0 0 0 0 2 2 2 1 1 1
split_gain=0.0017784 0.00685913 0.00964072 0.00934079 0.00883287 0.0147403 0.00799515 0.00645565 0.0052915 0.00410397 0.00394338 0.00290887 0.00233297 0.0192557 0.0101783 0.115782 0.0428572 0.0211449 0.0201451 0.0238675 0.0184081 0.0371069 0.0365457 0.0152519 0.0531252 0.0995893 0.0473748 0.0743608 0.0332803 0.00920377
threshold=35.461062230100005 0.4588185982500001 34.542090938800008 34.176526048000007 34.997818021800008 0.38906020780000011 0.39971857130000005 0.54191491270000014 0.54384599265000022 0.56793209785000009 0.31308942845000004 0.56859076075000015 39.788107623550012 39.685256516350002 0.47943175355000006 0.47997065955000012 0.47694679800000012 0.48661716715000009 0.46928235680000008 0.43447800965000011 0.49850303880000008 0.50041914915000019 0.50109278165000015 0.52215502530000013 39.344049039350004 39.211875820650008 39.091773401050006 0.39051226010000012 0.37482410710000008 0.45280081435000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 -9 -10 -1 -11 13 14 16 -16 18 -17 19 -2 -19 -22 -23 28 25 26 27 -25 -24 -29
right_child=12 4 -4 -5 -6 6 7 8 9 11 -12 -13 -14 -15 15 17 -18 20 -20 -21 21 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.02177148821562757 0.031409847466129369 -0.022713179837092919 -0.10095633606498416 0.094139998366486677 0.037813987626520294 0.094493503812392354 -0.10038219376686297 0.10012264709015579 -0.1001777927706808 0.090733518821169243 -0.10027730718164339 -0.10002036096197947 0.00048697218915317165 -0.028045877148224752 0.093414565893805424 -0.034961062152329518 -0.040455831981297513 0.029588785920917626 0.018879158141737531 -0.043839021868768126 -0.054410030931801259 0.056309021170298623 0.0010018584369632082 -0.063164115033283022 0.033403994411823727 -0.083051099808579887 0.042366097502794887 0.0070542678744231792 -0.033824316815874465 -0.02459166307699549
leaf_weight=0.0045556789264150077 0.061193799898440537 0.098089176628720187 0.013150790585811478 0.0078210287807678469 0.093731360881954773 0.01982110673088755 0.0045282101170300839 0.0068901660852134236 0.003520255244254835 0.0033240318152820691 0.0063195740890228391 0.0010525655390477874 15.917082356351047 0.26803802765806484 0.13270292070228595 0.18036410752301879 0.30804334646381903 0.20029444579267908 0.38729101226635976 0.13544989203874147 0.12815056042745743 0.11303975805640254 0.84317077958257891 0.1875455237750433 0.46912270611927187 0.14769452618583034 0.2542132881082465 1.122122181125965 0.40677123849224017 0.10010146262949393
leaf_count=2 34 39 7 6 31 6 6 2 24 2 52 135 1964 24 7 17 21 19 17 28 7 3 27 15 33 19 17 178 38 120
internal_value=-2.36803e-05 0.00815238 -0.0353536 0.0107907 0.0141515 -0.00201107 0.0498756 0.00408909 0.0360812 -0.0197963 -0.0491507 0.0448575 -0.000124264 -0.00191096 -0.000557897 0.001465 -0.0102764 -0.0014734 0.00564417 -0.0204222 4.71465e-05 -0.00152155 0.000338517 -0.00145343 0.00341211 -0.0043541 0.00263102 -0.00453412 -0.0103317 0.00446243
internal_weight=21.6252 0.262804 0.0318471 0.0186963 0.230957 0.137226 0.0391363 0.0193152 0.014787 0.00789685 0.0108753 0.0043766 21.3624 5.44531 5.17727 4.28529 0.891978 4.15259 0.583935 0.196644 3.97223 3.77193 3.64378 3.53074 2.2808 1.81168 1.66398 1.40977 1.24994 1.22222
internal_count=2900 312 67 60 245 214 175 169 163 161 54 137 2588 624 600 500 100 493 79 62 476 457 450 447 382 349 330 313 65 298
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 0 1 0 1 2 1 0 2 0 1 2 1 0 1 0 1 2 0 1 2 1 2 2 2
split_gain=0.00194478 0.0504043 0.144168 0.0228781 0.0209191 0.0191411 0.0501683 0.0357331 0.014787 0.018635 0.0079244 0.0239235 0.00683533 0.0205078 0.0255926 0.0157335 0.0300221 0.0131451 0.0434664 0.018676 0.0160362 0.0132525 0.0304353 0.0176662 0.0335469 0.012875 0.0218935 0.0105826 0.00572031 0.0157698
threshold=39.420767558750008 39.268993001500007 39.211875820650008 39.134693790050008 39.788107623550012 0.47943175355000006 0.51818807820000012 0.39584144190000009 0.45612406815000006 0.31810424840000007 39.995120105550008 0.36998892250000009 0.56167480015000015 38.771633980050005 0.56424957340000015 0.42067602765000006 38.512991772500008 0.39078171310000004 0.52772372085000019 0.40105086675000007 0.54279811980000015 0.39024280710000009 38.592454371550012 0.50579323975000012 0.38733870245000007 37.020641110850008 0.34427112960000006 37.272044000450002 40.12915366295001 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 -8 9 -1 11 -6 15 14 -14 17 -17 21 -19 -20 -21 22 23 25 -25 -10 -27 -16 -12 -30
right_child=4 -3 -4 -5 10 6 7 -9 12 -11 28 -13 13 -15 27 16 -18 18 19 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0048023704156293845 -0.036711418008206105 0.037735883719348662 -0.11981043956078891 0.038865528948409896 0.038931628266534027 0.021770481748589463 -0.048608289941064427 0.0045527777153799307 0.0026273862745989072 -0.085639316697452492 -0.014794609719422997 -0.0068166011133060783 0.053193648674621674 -0.053848292766198916 0.0072617636750839966 -0.00031588786227212089 0.081171072111962839 -0.10279595325629226 0.023800150283348677 0.0028715573468212335 -0.061843472371673348 0.014829883527900307 -0.023867902698334536 -0.040162516207875441 0.018598858213538887 -0.00039051655985672851 0.039982941278344536 -0.10062418012793835 0.02466043347702631 -0.00012495296279419071
leaf_weight=0.046325517203719177 0.27140623116599971 0.35966598072263867 0.10015301283473821 0.15868492046314475 0.20415137003874306 0.3700025866719443 0.302739723760169 0.21712042126415554 0.97048078991079456 0.044827164629763841 0.25524084309456085 0.2597426826321545 0.060893928715813866 0.084600092994431719 0.016428638313236266 0.12265390115018249 0.071610544167924672 0.051504668167293044 0.13658234066429031 0.082986200666198356 0.071093456714991315 0.68189940492266021 0.46699004808760936 0.2202647776048251 0.17382982122035173 0.2437375903245993 0.2991847776575014 0.020359546812479118 0.26119511000874851 14.936059939776539
leaf_count=32 19 24 12 12 14 16 14 35 64 74 36 34 11 27 207 54 8 46 32 23 26 14 33 31 18 16 27 61 24 1856
internal_value=-2.03969e-05 0.00183284 -0.00129754 0.00165143 -0.000507075 -0.0134644 -0.00637404 -0.0264055 0.000124032 -0.0396751 0.000438295 0.0133164 0.00108501 -0.0178062 0.0134089 0.00204346 0.0297222 0.000461325 -0.0181261 -0.00312282 -0.0269884 0.00254222 -0.000986526 0.00461525 -0.0142437 0.00952617 0.0218578 -0.0524451 5.16869e-05 0.000301033
internal_weight=21.5624 4.48476 4.12509 4.02494 17.0777 1.16127 0.889863 0.51986 3.86625 0.0911527 15.9164 0.463894 3.7751 0.182282 0.0976821 3.59282 0.194264 3.39855 0.342167 0.290662 0.15408 3.05639 2.37449 1.9075 0.394095 1.5134 0.542922 0.0367882 15.4525 15.1973
internal_count=2900 852 828 816 2048 84 65 49 804 106 1964 48 698 306 279 392 62 330 127 81 49 203 189 156 49 107 43 268 1916 1880
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 1 0 2 0 2 1 2 1 1 0 0 0 1 2 0 2 2 2 0 2 2 2 2 1
split_gain=0.00174841 0.00509006 0.0202679 0.0312802 0.019318 0.00501793 0.0104096 0.0182407 0.0094829 0.0167078 0.00919552 0.00874575 0.0081322 0.00787078 0.00622275 0.00566308 0.00508934 0.00380324 0.00347379 0.00266355 0.0258778 0.0126106 0.00629796 0.016997 0.0321211 0.0198141 0.0112012 0.0423095 0.0170986 0.0182371
threshold=35.461062230100005 36.372781240150012 0.36543816055000006 0.50482021495000018 0.52104727400000017 0.4588185982500001 0.35165114815000004 0.4942366995000001 35.131296350900008 0.49850303880000008 34.542090938800008 0.36543816055000006 34.176526048000007 0.38906020780000011 0.39971857130000005 0.54191491270000014 0.54384599265000022 0.56793209785000009 0.31308942845000004 37.858673296900008 0.5025747732000001 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 39.268993001500007 39.420767558750008 39.788107623550012 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=5 2 -2 -4 -5 10 -7 -8 9 -9 12 -11 18 -13 -15 -16 -17 -18 -1 20 -3 -21 -23 24 -24 -25 -27 -28 29 -29
right_child=1 19 3 4 -6 6 7 8 -10 11 -12 13 -14 14 15 16 17 -19 -20 21 -22 22 23 25 -26 26 27 28 -30 -31
leaf_value=0.01922694763025894 0.017765285197163774 0.027312555053189504 -0.10394438916412299 0.1000899886806363 -0.082135389218698784 0.086386735937005132 -0.10157669207924458 -0.061735555369005629 0.047306046601008407 0.10015156652470675 -0.10083342710685561 -0.016427299291388635 0.093766412193569071 0.085217779723068349 -0.10034598517491561 0.10011073729532889 -0.10014344183841309 0.043565578815991407 -0.10022993315416572 -0.025934946535032762 -0.003890256738129168 0.016104142459694014 -0.045949965815585976 0.020664242117952814 0.020730525435499272 -0.010195311816244973 0.034413386876534162 0.0077197587230447076 0.00039509958844307925 -0.020152071022345369
leaf_weight=0.0045307038817519532 0.075302244110336203 0.35977979861479159 0.047569149930495769 0.016023666899400268 0.0091337495344550601 0.017905451590195298 0.01441949461985792 0.033016405999660492 0.061844513945950363 0.012084424815839157 0.011410835489769511 0.049977955661233857 0.0074340749180237245 0.018567595949207316 0.0041186814090536919 0.0062256490346044302 0.0034095770001679321 0.0040043813779223822 0.005261128117243212 0.1898657359368866 1.0174196421219566 0.23873901905670791 0.2105704237904068 0.45933289231515573 0.10997164884759059 1.0900348165066152 0.35519998968811961 0.32819583789387496 15.911353349414982 0.82460504178933292
leaf_count=2 20 46 5 6 53 7 13 4 18 5 7 17 6 7 8 2 26 138 52 24 146 48 34 48 26 60 24 16 1964 68
internal_value=-2.16328e-05 -0.000120288 -0.0185989 -0.056251 0.0339305 0.00822243 0.0132283 0.00692053 0.0150162 -0.000180801 -0.0312095 0.0204753 0.014911 0.00931887 0.044741 0.00241958 0.0334512 -0.0225242 -0.044957 9.38115e-06 0.00426117 -0.000287586 -3.82235e-05 -0.000238014 -0.0230732 0.000147865 -0.000361273 0.000254102 -0.000456943 -0.0122171
internal_weight=21.4973 21.2431 0.148029 0.0727266 0.0251574 0.254211 0.225574 0.207669 0.193249 0.131405 0.0286367 0.0983883 0.0172259 0.0863038 0.0363259 0.0177583 0.0136396 0.00741396 0.00979183 21.0951 1.3772 19.7179 19.528 19.2893 0.320542 18.9687 18.5094 17.4194 17.0642 1.1528
internal_count=2900 2588 84 64 59 312 245 238 225 207 67 203 60 198 181 174 166 164 54 2504 192 2312 2288 2240 60 2180 2132 2072 2048 84
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 2 2 1 1 0 1 1 2 2 1 2 2 1 1 1 1 0 0 0 2 1 1 0 1
split_gain=0.0018968 0.0762191 0.0135222 0.0574754 0.0358297 0.0106712 0.0455276 0.0813261 0.0914984 0.0715344 0.0390354 0.0216737 0.00970264 0.0365237 0.105735 0.0135286 0.139212 0.0828412 0.0144847 0.0195388 0.0225652 0.0196953 0.00888047 0.0595117 0.0282857 0.0505958 0.028581 0.013963 0.00798123 0.0152675
threshold=0.34542378970000004 0.34545372890000009 0.48607826115000008 0.48320409570000006 0.48181192180000004 0.47577916830000005 41.872669623500009 42.686561923500008 0.34506451900000007 0.34515433670000012 0.47851860725000006 0.3447052483500001 0.34569324270000007 41.028010303750008 42.487106141350004 0.3459626957000001 41.726652433350004 42.34047585750001 0.34632196640000007 0.3465914194000001 0.34744468730000005 0.34829795515000012 0.47976108500000009 0.4622167001000001 0.49588335680000006 40.712530798250008 0.35675578575000005 0.36106703390000006 0.45462710695000008 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 -8 -9 10 -7 -1 13 -3 -15 16 -14 -18 -17 -20 -21 -22 23 28 25 -24 -26 -28 29 -23
right_child=1 12 -4 -5 -6 6 7 8 -10 -11 -12 -13 15 14 -16 18 17 -19 19 20 21 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00011566234465816474 0.069854790467635069 0.017537869794670129 0.015388952348147474 -0.034860473622493525 0.032144526809644552 0.0015305586532414891 -0.10223857830093951 0.027288000406731294 -0.056043694149977619 0.023802257715658949 -0.029555108864432592 0.031107555950857582 -0.027942332065473575 -0.073698611329096705 0.012243229460060684 -0.014974090283018774 0.063047107128999816 0.0039195866983308117 0.028821030803107106 -0.021158217130313937 0.026622003570549141 -0.10089016249354642 0.012048779244982814 0.042506068582132489 0.026591021431547242 -0.050682844494290002 -0.031061492348022079 5.59862051581444e-06 -0.10248427080785956 0.055001520275136995
leaf_weight=2.3192080677313798 0.15734667799915669 0.30961512938665592 0.45077479665019371 0.50701354854390945 0.33164568990468968 0.95287325396202527 0.12326688070538705 0.2791896361804751 0.24952631479492937 0.86787383525961548 0.70124516509531531 0.24997258346288642 0.61037270136875921 0.25242429175096959 0.33070740908081575 0.66246748682527723 0.47083951719105244 0.47702278419465927 0.23425395059166376 0.4982329360282155 0.28351132488876274 0.013485053430097982 0.22858407089669303 0.2120420646142025 0.40698828949370813 0.29385238835627664 0.14708796012564462 8.7993982583716015 0.034000517843489231 0.011761968565231484
leaf_count=351 9 16 17 15 15 37 33 24 33 39 37 38 19 30 31 37 12 31 14 22 12 20 30 31 33 32 13 1829 17 23
internal_value=-1.9952e-05 0.000636184 -0.00136663 -0.00251419 0.000185488 -0.00166003 -0.00553819 -0.0290935 -0.0120402 0.000551313 -0.0116479 0.00313107 -0.000126692 -0.0102206 -0.024959 0.000546602 0.00930512 0.0332905 -0.000607484 0.000245086 -0.000367419 0.000625674 -0.00010066 0.0177485 -0.000590972 -0.0232356 0.000673838 -0.000505171 -0.070857 -0.028264
internal_weight=21.4666 14.434 7.03259 6.58181 6.0748 5.74316 3.17398 0.651983 0.528716 2.52199 1.65412 2.56918 14.2766 0.892747 0.583132 13.3839 1.55824 0.947862 11.8257 11.1632 10.9289 10.4307 10.1472 0.27129 9.87591 0.522436 9.35347 8.94649 0.0592475 0.025247
internal_count=2900 2261 639 622 607 592 203 90 57 113 74 389 2252 77 61 2175 62 43 2113 2076 2062 2040 2028 91 1937 62 1875 1842 60 43
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 2 0 1 1 0 1 0 1 1 0 2 1 2 2 2 1 1 0 0 2 0 2 1 1 1
split_gain=0.00187294 0.0172032 0.0263516 0.0548939 0.0233488 0.0194866 0.0330877 0.0164271 0.0410339 0.0325654 0.0850724 0.0157619 0.0106839 0.00914347 0.0437448 0.0494529 0.0555001 0.07884 0.0767078 0.0672381 0.0836796 0.0554444 0.0365818 0.0125455 0.00832655 0.182176 0.0678496 0.161398 0.0560246 0.0609377
threshold=0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.34524415440000006 42.718072821900002 0.46594413340000007 0.34500464060000008 0.3447651268000001 0.47577916830000005 0.3447052483500001 0.47778509625000004 0.34521421515000011 0.34569324270000007 0.48607826115000008 39.749124837650008 0.34536391125000004 41.21013581150001 42.988308018450006 41.061442884200012 0.34521421515000011 0.34479506600000004 0.48015029490000011 0.48077901860000011 41.726652433350004 0.48181192180000004 41.966555987550002 0.34608245260000009 0.34581299960000006 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 7 3 -3 -4 -6 -7 8 9 10 -1 12 -2 14 15 -13 19 -18 -19 -17 21 -21 -15 -24 25 -25 27 -26 -28 -30
right_child=11 2 4 -5 5 6 -8 -9 -10 -11 -12 13 -14 22 -16 16 17 18 -20 20 -22 -23 23 24 26 -27 28 -29 29 -31
leaf_value=0.00010409572369306089 0.0026697414187074175 -0.10634651052670906 0.047629113447695902 -0.0012214617514213588 0.013502007013994052 0.005919361474248634 -0.10130613918415339 0.025621586062820396 -0.046972879719292107 -0.037151698218193897 0.077367746990771882 0.023997716764519342 0.022647218949945938 0.033577592420517909 0.021124746593503538 -0.025236713068963079 0.0020020072157884219 -0.10466587170710043 -0.021503578021442482 0.027057439257153988 0.053405407716785647 -0.027587933529720776 -0.028114693286074688 -0.11319677588248583 0.099373577012811867 0.00048246813691780164 -0.044756737339016923 -0.013825484149841997 0.055367391578002134 -0.00036852679815697475
leaf_weight=2.3191637659885522 0.5643432186916495 0.088302709054427525 0.075489403691904045 0.11354087041202607 0.10988349929863261 0.060194267011484337 0.055141736696902699 0.24339899299858547 0.18510662330780903 0.19948130098231587 0.15183783386601124 0.39268000714219287 0.50928219017805532 0.3338420557065519 0.5578783047321848 0.92956476684958111 0.30427760301972728 0.22727864105718254 0.21663316836031754 0.30153605495050129 0.33032398384239059 0.48322318493046623 0.15630675916599912 0.14364559114392239 0.23330253688618485 7.5694499324603468 0.26735053304582823 0.27373955177594711 0.20694882795214686 3.7635455262497777
leaf_count=351 19 14 10 52 24 23 45 12 31 12 6 25 22 36 21 39 15 34 8 15 22 38 10 7 4 1091 8 52 5 849
internal_value=-2.00413e-05 -0.00209942 -0.0192619 -0.0472117 -0.000501294 -0.0166337 -0.0453448 0.000683763 -0.00144184 0.00171418 0.00485178 0.000401512 0.0121462 -0.000353925 -0.00470682 -0.00923069 -0.0139027 -0.0372065 -0.0640819 -0.00537521 0.0111819 -0.00659098 0.000904527 3.98216e-05 0.000393068 -0.00163465 0.00368924 0.0382602 -0.00044704 0.00253652
internal_weight=21.3667 3.60154 0.502552 0.201844 0.300709 0.22522 0.115336 3.09899 2.85559 2.67048 2.471 17.7652 1.07363 16.6915 3.7434 3.18552 2.79284 0.748189 0.443912 2.04465 1.11508 0.784759 12.9481 12.6143 12.458 7.7131 4.74489 0.507042 4.23784 3.97049
internal_count=2900 580 168 66 102 92 68 412 400 369 357 2320 41 2279 217 196 171 57 42 114 75 53 2062 2026 2016 1098 918 56 862 854
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 0 0 2 1 1 1 2 0 1 0 0 1 1 1 2 1 0 2 2 2 2 2 1 1
split_gain=0.00221123 0.0263994 0.0740551 0.0202853 0.0122753 0.118203 0.0573258 0.115696 0.0936287 0.0389798 0.038837 0.079356 0.0484708 0.0650756 0.0574284 0.0336049 0.0295842 0.0268265 0.114965 0.0765035 0.0371932 0.0442557 0.0307387 0.0260961 0.0175154 0.0173196 0.0393227 0.0252236 0.0237151 0.057705
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.468518788800004 0.48041974790000003 0.3447052483500001 0.48101853240000009 0.48181192180000004 41.289992964000007 0.3447651268000001 0.3453339720000001 0.34545372890000009 41.21013581150001 0.48851830785000006 0.34988473400000003 0.47976108500000009 0.47943175355000006 0.34500464060000008 0.34458549145000011 0.34521421515000011 41.134354310300004 0.34545372890000009 0.47739588635000008 41.134354310300004 40.305698932850007 39.530201452500002 38.938637541200009 38.115457128050004 0.34392682850000006 0.34193587020000005
decision_type=2 2 2 2 2 2 2 2 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 15 -6 -7 -8 9 -9 -11 -12 13 -13 -15 16 17 18 22 -19 21 -21 25 -16 -23 26 27 28 29 -1
right_child=1 2 3 -5 5 6 7 8 -10 10 11 12 -14 14 23 -17 -18 19 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013029370214253357 -0.024131878752530089 0.0800512261882763 -0.03349158721434331 -0.0002567819534832775 0.080594776832959458 0.048078584327281182 -0.084040678039222383 -0.046031295414220776 0.072181248715394816 0.05090103066328569 -0.080110524254051171 0.034457091342354508 -0.043136699496674084 -0.082638700556236372 -0.00035090645864157725 -0.038779596151627217 0.02832603667634484 0.064870547983933199 -0.064442413812700147 -0.10272803630949399 0.041124038554086723 0.030157964112145708 0.043575092316212816 0.042464009177927226 -0.031958240621227256 -0.03365482993249453 0.051908116790041439 -0.043931710954389303 -0.034458549619229298 0.10115127249153591
leaf_weight=0.12767570023710628 0.47302190804884681 0.11436407418682293 0.18712489853818581 9.8949791107116987 0.19084543804637988 0.25028513487268256 0.16248475069414769 0.18334542214870353 0.18159153242466164 0.15064473683014501 0.12276739749358956 0.58426041793207595 0.24040501147967308 0.083878358185755952 5.9562042767412606 0.26721703852672352 0.29326450504595403 0.18431173336144974 0.33151673053194453 0.068371261083680301 0.089507453285477823 0.071500719435272753 0.16442932677455246 0.14584485459272389 0.1243337966297986 0.15747540680408179 0.13093879155348986 0.14925098115185165 0.094519595750368057 0.067748257890343666
leaf_count=80 22 11 11 1496 6 13 9 2 6 10 5 25 18 5 956 16 10 15 25 14 8 45 10 11 14 26 9 10 9 3
internal_value=-2.16561e-05 -0.00103734 3.40336e-05 -0.000873623 0.00100314 0.00281042 0.00096903 -0.000540403 0.00123337 -0.00049194 0.000654329 -0.000406798 0.00098895 0.00255582 -0.000457249 -0.00541991 -0.00108173 -0.00597748 -0.0141606 0.0126323 -0.0145878 -0.0334619 0.00452607 0.000672411 -0.00927913 -0.00429845 0.00381001 -0.0105297 0.00666433 0.026554
internal_weight=21.2441 10.6695 10.1965 10.0821 10.5746 8.25256 8.06171 7.81143 7.64894 7.46735 7.28401 7.13336 7.01059 6.77019 6.18593 2.32206 2.05484 1.76158 1.22355 0.538025 0.353713 0.264206 0.892038 6.10205 0.195835 0.727609 0.570133 0.439195 0.289944 0.195424
internal_count=2900 1540 1518 1507 1360 1066 1060 1047 1038 1032 1030 1020 1015 997 972 294 278 268 172 96 81 73 147 967 59 137 111 102 92 83
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 2 1 1 1 0 0 1 0 1 1 2 0 0 1 2 1 2 1 0 1 0 0 2 1
split_gain=0.00186845 0.0124386 0.0115203 0.00538068 0.00502326 0.00636885 0.00444367 0.00180758 0.0259367 0.0344542 0.0673225 0.020326 0.0219051 0.0634216 0.019522 0.0184526 0.0324381 0.0394959 0.0183163 0.0259853 0.0163918 0.0162293 0.0131063 0.0101503 0.017936 0.0292276 0.0432217 0.0277561 0.00977235 0.00924374
threshold=34.542090938800008 33.96174662340001 0.38906020780000011 33.151194885250007 0.39458399450000009 0.43166372265000008 30.509590007400003 0.42067602765000006 0.41917906650000009 0.40367054880000008 0.54095685760000012 0.54017843775000018 0.42552618185000007 0.54384599265000022 0.39971857130000005 0.39584144190000009 43.633733172900008 0.52161611930000007 0.53905571685000009 0.41640968835000008 39.788107623550012 0.4274273225500001 40.878805547300004 0.39388042275000007 0.52366695610000014 0.38906020780000011 0.52772372085000019 0.52266399210000014 41.348489042950007 0.39051226010000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 8 9 14 18 21 22 -14 15 23 17 -17 19 -11 -19 -9 -13 24 27 -26 -27 29 -25 -2
right_child=7 -3 4 -5 5 -7 -8 11 -10 10 -12 12 13 -15 -16 16 -18 20 -20 -21 -22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-0.0012647433667484214 -0.00072228802602982323 0.062805698545873881 0.10024963970204082 0.0040594425920543785 -0.10029712898294951 0.064943122486638222 -0.079088068461929867 0.030304075721597691 0.023726634905204231 -0.037893485140614157 -0.10221654543736457 -0.047114388776642702 0.094846114049781563 -0.00059950955220939043 0.025498211061836046 0.019941539377045653 0.018303497491052281 -0.020808653767879097 -0.032020932816547214 0.060532792503614964 -0.10188455083716388 -0.10088548521303227 -0.0090153813409862647 0.038906039821450918 0.005991427200775788 -0.10203660329996887 -0.0086756120842542053 0.024228607759289859 0.00064339185461141787 0.012330751172058884
leaf_weight=0.010415424011933593 15.308599129712498 0.034692833723835137 0.011338522657752037 0.025736368295800394 0.0037356086043186902 0.0062102825940830476 0.02482441456331521 0.012778447523486391 0.45934220956321681 0.042019446725338749 0.097333888985866479 0.14455460876899895 0.071999286832807097 2.1054943065955745 0.30114338829656517 0.055680291541800098 0.10883611463123088 0.033716056722710164 0.10983107609263243 0.074167144588557221 0.095769840105219828 0.035983580219508038 0.24053943121964494 0.13221648736987379 0.20408730271992581 0.084930055152060646 0.11916041264146315 0.47675392144901785 0.13480729679579451 0.56246415800477834
leaf_count=34 1179 36 2 13 17 118 32 7 33 43 54 22 8 823 42 4 27 31 12 16 45 76 29 18 37 45 30 26 25 16
internal_value=-1.64794e-05 0.0125881 -0.00859081 -0.0307007 0.0547503 0.00288002 -0.0560867 -8.66362e-05 0.000262767 -0.00033796 -0.032685 -0.0025487 -0.00133169 0.00255642 0.000255715 -0.000183252 -0.0250223 -0.0504882 -0.00274143 0.0249364 -0.0807737 -0.0665063 -0.0233168 0.00024574 -6.2516e-05 -0.0207679 -0.0475268 0.000454463 0.0195891 -0.000259694
internal_weight=21.1292 0.116953 0.0822606 0.0609762 0.0212844 0.00994589 0.0352398 21.0122 18.4009 17.9415 0.323352 2.61135 2.56259 2.17749 17.6182 17.317 0.294002 0.185166 0.226018 0.116187 0.129486 0.048762 0.385094 17.023 16.756 0.408178 0.20409 16.3478 0.267024 15.8711
internal_count=2900 252 216 79 137 135 66 2648 1683 1650 125 965 882 831 1525 1483 107 80 71 59 76 83 51 1376 1333 112 75 1221 43 1195
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 0 1 1 1 0 1 0 2 1 0 1 0 0 0 1 2 1 1 1 0 1 1 1 1 1
split_gain=0.00194391 0.0303724 0.0367701 0.0227689 0.0229846 0.0282155 0.0321208 0.0553681 0.0268241 0.021468 0.0118143 0.0083312 0.0416057 0.00464343 0.0622273 0.0357746 0.027157 0.0210982 0.0358099 0.0220097 0.0260071 0.0197721 0.0177562 0.0126254 0.00971017 0.0776762 0.0561943 0.0486644 0.0523381 0.0448799
threshold=0.32272985840000007 0.34193587020000005 40.08085804200001 0.42646926740000007 0.3972336157500001 0.39672464895000009 0.31123319660000009 0.31100865245000009 0.31148768000000004 0.4588185982500001 0.34392682850000006 0.47305469895000007 42.131954243650007 0.3447651268000001 0.47670728420000003 0.34515433670000012 0.47648274005000008 0.47778509625000004 0.47868327295000007 0.34500464060000008 41.621607100200002 0.34491482290000003 0.34542378970000004 0.34545372890000009 0.48543456785000005 0.34587287805000005 0.34515433670000012 0.34632196640000007 0.34692075085000007 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=3 2 9 4 5 6 7 -1 -6 -2 -3 12 -12 16 15 -15 -13 19 23 -16 -21 -20 -22 -19 26 -26 -23 -27 -29 -28
right_child=1 10 -4 -5 8 -7 -8 -9 -10 -11 11 13 -14 14 17 -17 -18 18 21 20 22 24 -24 -25 25 27 29 28 -30 -31
leaf_value=-0.0083140199482638361 0.037823899355607184 0.017119582383005955 -0.10200884228820706 0.032627271444847471 -0.086972055483471367 0.041961347259530997 -0.041597126686730511 0.055188384182681287 -0.0030657291988854772 -0.049357055037185182 -0.1009390338382556 0.011921483399349968 0.013241027027438068 -0.1036567099744167 -0.0086667647481078591 -0.018760011349924274 -0.015414717927723252 -0.060691846490848744 0.024420347944862794 0.036355173426920302 -0.013590873137743343 -0.038675732434175415 0.021105262282892528 -0.013969792062162346 0.038830825392095335 -0.04887752561408993 0.029702870222398564 0.042968836281778278 -0.0005995246040066272 -0.0044866721856455663
leaf_weight=0.63936160503406358 0.054682308832477822 0.39888666354818525 0.064102147787175046 0.22721562016522501 0.064620950970777247 0.16171986702829599 0.17775699649350685 0.1748524378053844 0.09283982697547799 0.058423289983238647 0.047457842769598468 0.57647797698154579 0.097432701224786256 0.08587258786247387 0.36765760810521975 0.11762412757029184 0.98329913179622963 0.12450065759358508 0.33942058874526715 0.5025483658610026 0.26851794060826251 0.423720682061686 0.32727070141771719 0.10801357372520215 0.53097135107964 0.2027915152721097 0.44104671195236766 0.2834159194608209 10.16043193337258 2.9653653660792401
leaf_count=113 36 24 46 23 33 7 19 4 26 15 73 22 28 15 25 51 37 29 14 18 16 23 31 24 20 7 23 12 1936 150
internal_value=-1.98364e-05 -0.000289426 -0.0415009 0.00340267 -0.0016618 0.0032296 -0.00308479 0.00532312 -0.0375004 -0.00720834 8.7937e-05 -0.000270497 -0.0241578 -8.64861e-05 0.000385995 -0.0545852 -0.00531153 0.00104226 -3.69442e-05 0.0125113 0.0196005 0.000553166 0.00546795 -0.0389873 1.33768e-05 0.00150235 -0.00433196 -0.000359299 0.000582795 -5.9966e-05
internal_weight=21.0683 19.5299 0.177208 1.53837 1.31115 1.15369 0.991971 0.814214 0.157461 0.113106 19.3527 18.9538 0.144891 18.8089 17.2492 0.203497 1.55978 17.0457 15.5797 1.46599 1.09834 15.3472 0.595789 0.232514 15.0077 11.1776 3.83013 10.6466 10.4438 3.40641
internal_count=2900 2675 97 225 202 143 136 117 59 51 2578 2554 101 2453 2394 66 59 2328 2238 90 65 2185 47 53 2171 1975 196 1955 1948 173
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 0 0 0 2 2 0 1 0 0 1 2 1 2 1 0 1 1 1 0 1 1 1 2 0
split_gain=0.00206049 0.0202035 0.00373603 0.0123552 0.0072403 0.0130725 0.00409192 0.00754841 0.00794562 0.00321605 0.00888514 0.008096 0.0958449 0.0206824 0.0116033 0.0559085 0.0339131 0.0315501 0.0296227 0.00952493 0.00595615 0.0473914 0.0420667 0.0195257 0.0189911 0.0331624 0.045341 0.0218947 0.0254496 0.0672332
threshold=49.275256100300005 49.49736495185001 0.5810754169000002 0.61532588845000014 0.6166282446500001 0.66697104880000013 0.57811143375000007 0.47648274005000008 0.55671985870000007 48.852845034800005 48.461603274950008 0.41155953415000007 0.31123319660000009 0.37331217625000007 0.43780126340000008 0.32272985840000007 39.995120105550008 0.34193587020000005 37.572218886150004 0.34392682850000006 0.47670728420000003 0.3447651268000001 0.34515433670000012 0.3447651268000001 0.48101853240000009 0.34494476210000008 0.34503457980000002 0.34491482290000003 42.072181850200003 0.48041974790000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 6 -4 -5 -6 7 -3 -9 10 11 12 13 -1 16 -16 -13 18 -17 -19 21 -21 -23 -22 27 -26 -27 -25 29 -29
right_child=1 2 3 4 5 -7 -8 8 -10 -11 -12 14 -14 -15 15 17 -18 19 -20 20 23 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.022316311775246813 -0.10166103808702404 0.024360113019227615 -0.10045038936230062 0.066662951887098101 -0.10047278569065086 0.044836252133875404 0.037721488838087423 -0.10045142646752454 -0.00021272606860994723 0.0056984390679296441 -0.016024617897811833 0.015824282955355897 0.087482468056252677 -0.10455212614532546 0.1010245982322666 -0.0043283744322004198 -0.072721024506419166 0.015493259732425267 -0.10090308435161399 0.0085973547257473509 -0.013472983192277861 -0.103303853362986 -0.018376559240349415 0.027217647213623922 -0.041318093377317185 0.055243743140704009 -0.00070239062948491786 0.0009794777791611827 -0.0089139630237171433 0.044202140804620434
leaf_weight=0.017584438246576628 0.02151001716108758 0.046161040139850229 0.014271576039234901 0.013751298654824495 0.011730268665814947 0.013111308742054462 0.038660902908304706 0.0126691865178713 0.021041368925295956 0.96933446184811956 0.34860446382890486 0.0919314531898347 0.093521589330805455 0.047723095650719194 0.054765430686525174 0.067549770232292583 0.081692284229316792 0.39741051755845802 0.059948495325983231 0.58671005103679585 0.97934085072483767 0.077952614778951129 0.23161947379692835 0.48868174442396162 0.19788975175469836 0.1465159123763432 12.824005515669571 1.6007777055892809 0.97382458412636186 0.46425473694489472
leaf_count=11 22 6 41 3 21 33 10 58 25 45 22 52 37 104 4 17 64 23 43 26 36 15 98 24 10 4 1819 93 116 18
internal_value=-2.11805e-05 -0.0103086 0.00115595 -0.0209516 0.00844693 -0.0237791 0.0110157 -0.00191089 -0.0378847 7.42215e-05 -0.000200671 8.24529e-05 0.0225674 -0.0703921 -0.000102349 0.000130964 -0.0258375 -0.000158382 -0.0497369 0.000174855 -0.000152941 -0.00810573 -0.0397619 0.000250331 0.0010553 -0.000690273 -7.04192e-05 0.0075716 0.0044123 0.0106967
internal_weight=20.9945 0.192907 0.171397 0.0528645 0.0385929 0.0248416 0.118532 0.0798716 0.0337106 20.8016 19.8323 19.4837 0.158829 0.0653075 19.3249 19.1512 0.173624 19.0965 0.127498 18.969 18.5716 0.896282 0.309572 17.6753 16.6959 13.1684 12.9705 3.52754 3.03886 2.06503
internal_count=2900 219 197 98 57 54 99 89 83 2681 2636 2614 152 115 2462 2346 116 2342 60 2282 2259 139 113 2120 2084 1833 1823 251 227 111
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 1 2 0 2 0 2 2 1 0 0 2 0 0 2 2 1 0 0 1 1 2 1 0 1
split_gain=0.00201487 0.0198899 0.0329798 0.0172501 0.0108477 0.0456703 0.0321188 0.0279877 0.0326158 0.0411126 0.0306172 0.0302872 0.0286627 0.0190526 0.0171195 0.0153465 0.0144342 0.022774 0.0126079 0.0712929 0.0395532 0.0662151 0.0102956 0.0250276 0.0229877 0.0563661 0.022395 0.0101498 0.00897095 0.0455004
threshold=43.19689381845 43.082598263550004 0.50356276755000018 43.279086095950007 0.56501302355000016 42.508878681700004 0.43887907550000005 39.468990633150007 0.57507260265000015 40.878805547300004 0.58388970390000006 39.420767558750008 42.406961525800007 0.47536001915000009 0.59219783840000007 0.56915960600000015 40.742467179200005 0.57703362175000017 0.55041765215000005 42.233786329550007 40.878805547300004 0.4410796084000001 0.54317236010000014 0.54095685760000012 0.42194844465000009 0.41985269900000005 39.945535567850008 0.49091344570000006 0.53592706805000012 0.39513787010000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 6 -6 11 -9 16 -11 15 13 -12 -15 -8 17 -10 22 20 21 -20 23 28 25 26 -24 -17 29 -1
right_child=3 2 -4 -5 5 -7 7 8 9 10 12 -13 -14 14 -16 27 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00039699328132266823 0.042294082088496263 -0.060324045436775733 0.011763601882636636 0.00093176720388478569 0.043370796414689355 0.070744124529937349 0.036609756082916139 -0.077582618335084771 0.10038412698062714 -0.10302110654968431 -0.10156840922741502 0.10091315126496801 0.086685053469384626 0.10042618573154437 -0.1001869327168977 -0.10038952178013782 0.098227902646004644 -0.10058572378451901 -0.10158192574058611 -0.082943629147403594 0.030044739173768445 0.00062460915102119548 0.02420018749990735 -0.030402722167262336 -0.0077884404742303267 0.062946179621360301 -0.0345389908797736 0.023442886457769294 0.014612505443518426 -0.040890851383643949
leaf_weight=13.60017594097952 0.10360300424390967 0.14202107896899718 0.11473442966894964 3.7646711153365984 0.12816261528351569 0.11192046016997814 0.031863350703718686 0.097506005133027429 0.011010703630745411 0.046761738113143991 0.026185697786182516 0.038026481002248147 0.025247781568623395 0.012205935083329678 0.0065291697926687089 0.021458795073473154 0.038417167509066985 0.011557296008265716 0.079399263479792093 0.12268760087749797 0.26393904384894995 0.31431268226159403 0.12584355983897033 0.27568374081965963 0.37445603448577458 0.21695856709266081 0.13404543487726528 0.0095712100672553785 0.40905624380047889 0.27225670085750486
leaf_count=1056 22 34 21 792 34 37 14 27 1 13 13 3 6 1 63 123 12 50 72 24 26 42 19 26 29 18 24 137 47 114
internal_value=-2.10314e-05 -0.000488207 -0.0281108 0.00203956 -6.61811e-05 0.0129539 0.000133557 -0.0145908 -0.0310984 -0.0056228 -0.0403387 0.03046 0.00143403 -0.0464814 0.0305127 -0.0121372 0.06094 -0.00253452 -0.000561949 -0.0129628 9.2408e-05 -0.0199872 6.60739e-05 -0.000559025 0.0107552 0.025317 -0.00609628 -0.0621934 1.70645e-05 -0.000413311
internal_weight=20.9303 17.062 0.256756 3.86827 16.8052 0.616424 0.504504 0.376341 0.275421 0.177915 0.11693 0.10092 0.0701686 0.0449208 0.0187351 0.0628934 0.0609852 0.022568 16.1888 0.780339 0.657651 0.393712 15.4085 14.5572 0.851304 0.476848 0.259889 0.03103 14.2815 13.8724
internal_count=2900 2086 55 814 2031 534 497 463 186 159 96 277 83 77 64 274 63 51 1497 164 140 114 1333 1243 90 61 43 260 1217 1170
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 2 0 2 1 1 0 2 2 0 2 0 0 0 2 1 2 1 2 1 2 2 2 0
split_gain=0.00181693 0.0183049 0.0162665 0.0184609 0.014742 0.00790911 0.00815424 0.00601231 0.00768852 0.00281916 0.010852 0.0350915 0.0284819 0.0175199 0.0237413 0.0164158 0.0146205 0.0192907 0.0138781 0.0127478 0.0293945 0.0255209 0.0108199 0.0278699 0.00778768 0.00687372 0.017748 0.0137409 0.00550263 0.0653758
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.3972336157500001 49.842240509300005 50.666627092000006 51.307674290650006 51.779769178100004 0.61532588845000014 43.740100730350001 0.38398550940000004 0.40105086675000007 0.48414718120000005 43.812290675100009 44.015822920550008 0.50749977545000013 44.215931556700006 0.58859016195000013 0.61802041855000012 0.47796473160000008 44.527357125550004 0.34491482290000003 46.177190236600005 0.52041855035000018 43.542456167850005 0.31123319660000009 48.461603274950008 46.377258487500008 43.19689381845 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=9 -2 -3 -4 -5 -6 -7 -8 -9 24 12 -12 19 -14 -15 -16 -13 -18 -19 20 21 -11 -20 -24 28 -22 27 -27 -1 -30
right_child=1 2 3 4 5 6 7 8 -10 10 11 16 13 14 15 -17 17 18 22 -21 25 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00044484465234167288 -0.10150210984101984 -0.10108437639497928 0.10069292633142196 -0.10051831718544264 0.03408541544432192 -0.10069450658623402 0.043409474859448592 -0.10099726877107276 0.0068381188800409418 0.073258029590476614 -0.048365170577913272 0.036198471359684917 0.004483454221572182 0.094888003519325137 0.063056081203171341 -0.026285738565505687 -0.03796326933697626 0.030346822768245119 0.024811827697049461 -0.015325912173990056 0.0058552777450213596 0.0070312634139569081 -0.10089426708222907 0.018589713999367385 -0.017231690225248335 -0.010979009717556951 -0.02448392582121927 0.037430178723304584 -0.033982527904380173 0.04121398970774226
leaf_weight=16.987901096319941 0.019509879826728749 0.014296223293058574 0.01974022388458252 0.013870389700207042 0.059649774865491167 0.0098376109587547944 0.018813140133715933 0.0098680083647765815 0.020037270893226378 0.11150760220833422 0.16442594942195388 0.11469052370966892 0.10287360852817062 0.08274182109744288 0.041732961112757039 0.040548486407260498 0.11922284619707391 0.15238201563715847 0.044026697925175995 0.345322168432176 0.87318356392712615 0.12168663413376635 0.036581123225005285 0.041860796819861434 0.27094549737000306 0.12288326502149971 0.30352898503724646 0.11214874790857721 0.19574515877536214 0.28244025123623828
leaf_count=2086 22 3 1 19 43 22 11 81 17 32 49 33 4 6 13 38 83 27 11 15 28 18 15 35 44 30 14 12 40 48
internal_value=-2.17004e-05 -0.00987115 0.000890876 0.0104937 -0.0029876 0.00845676 -0.0176506 -0.000881722 -0.0287449 6.67574e-05 0.00293961 -0.00820409 0.00626171 0.0368728 0.0570639 0.0190282 0.00477546 -0.00436985 0.0102021 0.00214134 0.00580824 0.0386992 -0.0148631 -0.0371312 -0.000408031 0.000375254 -0.00850966 0.0121201 -0.000147051 0.0104323
internal_weight=20.854 0.185623 0.166113 0.151816 0.132076 0.118206 0.058556 0.0487184 0.0299053 20.6684 2.93135 0.67319 2.25816 0.267897 0.165023 0.0822814 0.508764 0.394073 0.274851 1.99026 1.64494 0.233194 0.122469 0.0784419 17.737 1.41174 0.538561 0.235032 17.4661 0.478185
internal_count=2900 219 197 194 193 174 131 109 98 2681 463 253 210 61 57 51 204 171 88 149 134 50 61 50 2218 84 56 42 2174 88
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 2 1 1 2 0 2 2 1 1 2 0 0 2 2 2 2 0 1 2 2 1 2 0 0 1
split_gain=0.00182179 0.0711195 0.0101409 0.0147157 0.089381 0.0249105 0.0367356 0.0350294 0.0505208 0.150517 0.0488717 0.044289 0.0619636 0.0495311 0.0349009 0.0148197 0.0327761 0.0126677 0.0357445 0.0218595 0.012805 0.00953375 0.03653 0.0332529 0.0743017 0.0364739 0.0340537 0.0282583 0.0237915 0.0179694
threshold=0.34542378970000004 0.34545372890000009 0.3453339720000001 40.21994457600001 0.47961138885000004 43.022303514600004 0.34479506600000004 0.34458549145000011 41.495754733000005 0.48015029490000011 41.134354310300004 41.902916368500009 0.34446573455000007 0.32272985840000007 42.541806567400009 0.47905751325000007 0.47739588635000008 37.511241581900002 37.186372654950006 35.131296350900008 38.938637541200009 0.47961138885000004 0.34560342505000002 41.941595803500007 40.79983011445001 0.36000419150000007 44.215931556700006 0.48015029490000011 0.47739588635000008 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 15 7 -7 11 10 14 -9 12 13 -5 -10 16 17 18 19 -1 -19 22 -3 24 -24 26 28 -23 -25 -29
right_child=1 21 -4 5 -6 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 27 23 25 -26 -27 -28 29 -30 -31
leaf_value=0.050830964831946726 0.069472281174220926 -0.054362214101135321 -0.016067501664253504 0.04271013367846619 0.083384132575399311 -0.00088323502972576071 0.032863020052415474 -0.019345327788229911 -0.018641525149420916 -0.079646207774315872 0.015652137014406403 -0.026967249448214065 0.076996572333250482 -0.048901580044166865 0.030254157492359813 -0.028506601286811456 0.04094121037483589 -0.027719534871765775 0.089648921424197725 -0.047821635952004324 0.00339547924244061 0.043457942631564564 -0.052761164092749495 -0.019050562845633688 0.064157532728212202 0.02800324127047878 0.0097076215451950745 0.019450559816320483 -0.085845937726025515 -0.0006515177954168267
leaf_weight=0.033994303659548697 0.14847518132591986 0.15434187694077228 0.43893716297925234 0.12253227221748447 0.14454267345718097 1.5044099073960926 0.41062657783366008 0.80572418396411671 0.38525069241984489 0.38605421854299493 0.7904621688228417 0.18421051248653658 0.17568657733500004 0.11385391902305741 0.23504502687323203 0.16042791027575731 0.19292548455996439 0.27963497644515201 0.049313622439512983 0.066200520953294983 0.25096582757532815 0.15185491288320818 0.078458542165210754 0.092699918068849696 0.17691751631991792 0.13112035207100803 0.11531944366328162 0.4611671346865468 0.12554097798010844 12.441247812304526
leaf_count=56 9 30 38 25 13 156 33 32 38 19 27 55 5 21 24 5 12 26 5 25 24 15 47 27 19 31 11 16 21 2035
internal_value=-1.85259e-05 0.000628483 -0.00137171 -0.000346496 0.00972981 -0.00266763 0.00635272 -0.00806784 -0.0130768 -0.0306239 -0.00201391 0.0137944 0.0320162 -0.00141407 -0.00011377 -0.000571665 0.00456163 -0.00575811 0.0199524 -0.0143506 -0.0130026 -0.00010537 -0.0102141 -0.000751148 0.0282369 -0.0166822 -0.0342477 0.000571734 -0.057474 6.69847e-05
internal_weight=20.8079 14.0771 6.7308 6.29186 1.17801 5.11386 1.91504 3.19882 2.60254 1.00635 1.59619 0.596283 0.412073 0.236386 0.620296 1.03346 0.873035 0.680109 0.149508 0.100195 0.530601 13.9287 0.874399 0.720057 0.255376 0.464681 0.33356 13.0543 0.218241 12.9024
internal_count=2900 2261 639 601 166 435 189 246 140 81 59 106 51 46 62 153 148 136 86 81 50 2252 186 156 66 90 59 2066 48 2051
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 1 0 0 2 0 0 2 0 1 0 2 2 2 0 0 1 1 2 0 1 1 2 1 0
split_gain=0.00173128 0.0178744 0.0240325 0.0148963 0.0363389 0.0135137 0.0325574 0.0187908 0.0331087 0.0126165 0.0542384 0.0469484 0.012038 0.0423882 0.0115404 0.0134114 0.0113655 0.0356309 0.0176916 0.0203114 0.0389315 0.0286791 0.014719 0.0102425 0.0396941 0.0730353 0.0429781 0.0453252 0.0361004 0.117804
threshold=38.994321257850011 38.771633980050005 38.592454371550012 0.50579323975000012 0.51484985480000012 0.37852160115000005 0.38733870245000007 0.52266399210000014 0.52290350590000012 37.272044000450002 0.52772372085000019 0.52975958800000011 37.020641110850008 0.47778509625000004 0.42194844465000009 0.55892039160000018 39.268993001500007 39.420767558750008 39.788107623550012 0.47943175355000006 0.51818807820000012 0.39051226010000012 0.39051226010000012 40.621691032550004 0.53905571685000009 0.41985269900000005 0.34479506600000004 40.380906245900007 0.36927038110000004 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 11 -11 -10 -1 -14 -12 -16 22 -18 19 -19 -21 -22 -2 24 26 -26 -20 28 29 -28
right_child=16 -3 -4 4 5 6 7 8 9 10 14 -13 13 -15 15 -17 17 18 23 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0018327860170212218 -0.025443041733998518 0.024585517461855541 -0.033929417320786165 -0.065372251988390223 0.044681253777002432 -0.075016856320513803 0.03784769437708449 -0.10329897132601758 0.080800423747855676 -0.10194167311619591 0.022588750792766614 -0.034637834954752443 -0.0033821462119764697 0.054551530452109809 -0.049970982128838694 0.018904771764989808 0.031993573661985353 -0.03755064551996605 -0.012242986674203784 0.019384882081661618 -0.046873788350692523 0.0010407877472633303 -0.0013216587366285352 -0.00063016681932651075 -0.10307767294963364 0.00018564418635101922 -0.022180323916889538 0.046445647191390743 -0.010613551103773601 0.077978253387029572
leaf_weight=1.0192721492392474 0.40347651685806585 0.31892853945423372 0.19860470558230492 0.098675286141769791 0.059984073654050118 0.060307718871627003 0.11818741525661369 0.032971844077110291 0.07347747813056052 0.05417841982898608 0.18118734830414951 0.067683036382731793 0.30614600220968302 0.21497869670565706 0.061011340727390007 0.052683095465871521 0.34644263338123238 0.25180064219194054 0.51562570502109251 0.36817759551468043 0.25569604979500582 0.24424416888532718 0.67818530221644124 12.893565054968885 0.086979381342373929 0.32224318726450374 0.23239961742718385 0.48078984374114953 0.47757588980766741 0.23737746401457116
leaf_count=151 19 36 24 19 6 12 18 2 27 20 29 274 36 25 22 67 24 19 21 16 11 38 41 1748 12 73 23 30 39 18
internal_value=-1.49221e-05 0.00224267 -0.000498703 0.0022669 -0.00827324 -0.000876005 -0.00477049 0.00183464 -0.00630058 0.00022345 -0.00997844 0.0254506 0.0081538 0.0205171 0.00691789 -0.0180557 -0.000385162 0.000257777 -0.000414001 -0.0125451 -0.00529209 -0.0234653 -0.0103193 0.000477071 0.00654435 -0.0217628 0.0125039 0.0214386 0.00874733 0.0284296
internal_weight=20.7129 2.91828 2.59935 2.40074 0.860347 0.761672 0.701688 0.64138 0.523193 0.490221 0.34906 0.141161 1.5404 0.521125 0.294882 0.113694 17.7946 16.7129 16.3665 1.11992 0.868118 0.49994 1.08166 15.2466 2.35299 0.409223 1.94377 1.42814 0.947353 0.469777
internal_count=2900 768 732 708 496 477 471 459 441 439 138 301 212 61 118 89 2132 2072 2048 84 65 49 60 1964 216 85 131 110 80 41
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 0 0 1 1 0 2 0 2 1 2 2 1 2 1 0 2 2 0 0 2 0 0 2 1
split_gain=0.00218218 0.0399121 0.0384441 0.0210061 0.0474774 0.0195691 0.0546262 0.0114073 0.0170746 0.0367956 0.0357475 0.026075 0.0253557 0.0278024 0.0109226 0.0367793 0.0855031 0.0440419 0.039744 0.0578086 0.0294225 0.020402 0.127613 0.0391546 0.0584161 0.0560266 0.128457 0.0632118 0.0415741 0.0336659
threshold=0.48607826115000008 0.34587287805000005 0.34632196640000007 0.48320409570000006 40.660558922250004 0.34692075085000007 0.4901499955000001 0.48181192180000004 0.34581299960000006 0.34575312120000007 0.48015029490000011 43.542456167850005 0.47886290830000006 42.718072821900002 0.34527409360000011 40.421032462050007 41.395309858300003 0.34542378970000004 43.874475754150005 0.34548366815000003 0.48015029490000011 41.395309858300003 41.169697216150006 0.47694679800000012 0.47760546090000006 42.508878681700004 0.47470135625000004 0.47440196400000006 42.773538294100007 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 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 -4 -7 8 9 14 11 12 13 -10 20 -16 -17 -18 19 -19 21 22 29 25 -25 26 27 -23 -27 -1
right_child=1 2 5 4 -6 6 -8 -9 10 -11 -12 -13 -14 -15 15 16 17 18 -20 -21 -22 23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0073401865965714965 0.024712559126642372 -0.044096411309625452 0.035588195387618343 -0.037938822570854902 0.0028369910778375087 -0.060403727817084002 0.00064240335603041017 0.011368483547896888 0.015899258344728568 0.037723971780783544 -0.033954282241389869 -0.030324684086440554 0.050410127636815308 -0.057001892032071302 -0.034241181593300231 0.049967104296749713 -0.047672805553502409 0.039059498412164634 0.040087370434420011 -0.047607205565752403 -0.032195022622733445 -0.048244707237230379 -0.068684021981905374 0.05179058917159917 -0.006587076096476796 0.049406855023080017 -0.10595352428410416 0.10123567534473987 -0.00070376818184962999 0.024170291100874125
leaf_weight=1.0379357548898609 0.66414941211610212 0.19908516173018043 0.15455207793274794 0.47769870087210076 0.70990149889257737 0.14880869746408976 9.8017626968016778 0.88673398041834151 0.2306539797645018 0.26588851293593041 0.4454904501889132 0.16730504896912635 0.14442422485444695 0.067658834508370347 0.18097928920779294 0.4253242703921386 0.19078620664297963 0.12483477119229747 0.22775263039557103 0.20070301246063948 0.31136237080451667 0.05094045884105014 0.2964938848363089 0.38166851992173167 0.31115355731298955 0.18428170696582302 0.14954106331515504 0.063622727990150452 1.6299219895645998 0.50356147747890045
leaf_count=155 25 6 8 14 34 19 1915 36 74 8 23 30 11 23 20 24 32 13 10 38 19 52 16 21 30 18 13 2 174 37
internal_value=-1.33755e-05 0.00095203 -0.000579436 -0.00110879 -0.0135646 0.00027791 -0.000270529 0.00063582 -0.000617691 0.00128796 -0.0124191 0.00330718 0.0160163 -0.000635086 -0.000256945 0.00770971 0.0142021 -0.00624161 0.00804474 -0.0143729 -0.00244332 -0.000433486 -0.00860277 0.0049849 0.0255726 -0.00187818 -0.0449108 0.0347693 0.00438633 0.00295335
internal_weight=20.635 10.9684 10.3042 9.66662 1.1876 10.1051 9.95057 8.47902 7.59228 6.53675 1.05553 0.610042 0.442737 0.298313 6.27086 1.35038 1.1694 0.744077 0.55329 0.325538 4.92048 4.60912 1.83799 2.77113 0.692822 2.07831 0.264104 0.114563 1.8142 1.5415
internal_count=2900 1973 1948 927 48 1942 1934 879 843 682 161 138 108 97 674 137 117 93 61 51 537 518 208 310 51 259 67 54 192 192
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 0 2 0 1 1 2 0 0 2 2 0 0 1 0 0 1 1 1 2 1 0 0 1 0
split_gain=0.0024496 0.0181644 0.0142312 0.0241083 0.0322466 0.0285367 0.0218759 0.031002 0.0263603 0.0303171 0.0517874 0.0186601 0.046723 0.014097 0.0267237 0.0138139 0.00794684 0.0107372 0.0127924 0.0492952 0.0139073 0.0293237 0.0410402 0.0175638 0.0617359 0.0461227 0.0326272 0.0254505 0.0322023 0.0186082
threshold=0.46768060835000008 0.47305469895000007 0.42646926740000007 39.468990633150007 37.572218886150004 41.43512228960001 0.3972336157500001 41.468518788800004 0.39672464895000009 0.31123319660000009 0.31100865245000009 48.852845034800005 0.45612406815000006 0.41155953415000007 35.818873074050011 42.102795028150005 0.47512050540000011 0.47670728420000003 0.3447651268000001 0.48140774230000011 0.48101853240000009 0.34494476210000008 0.34503457980000002 0.34581299960000006 41.726652433350004 0.34587287805000005 0.48181192180000004 0.48414718120000005 0.34632196640000007 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 8 13 9 10 -1 12 15 -8 -15 -7 -3 -18 19 -19 -20 -22 -23 24 -24 -25 -27 -28 -29 -30
right_child=1 16 3 5 -6 11 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 20 -21 21 22 23 25 -26 26 27 28 29 -31
leaf_value=-0.0081171649418326167 -0.026839688950559704 0.013203623846935207 0.025330927443121484 0.079356336214626247 -0.10121928553184828 -0.015243716416552925 0.042543037243318753 -0.10628257608158975 0.041550742200579915 -0.041945114281194656 0.054147585163221226 0.04729228564585701 0.037572271225277946 0.019212309885771526 -0.10284892193393479 -0.10087158243966619 -0.0169958604774515 -0.033017365147137399 0.0064265019014508335 0.010307521691472735 -0.040052339713470116 0.053808385388223925 -0.032242851167444471 0.044008002194491816 0.0081572795040019044 -0.040394865351522438 0.025905294554415377 -0.040451532001711747 -0.037851697032628112 0.00070664437269471524
leaf_weight=0.63643407030404875 0.25526589394009747 0.44614416239914589 0.045499903314411116 0.087431844262759739 0.03611947026399176 0.032770289584732382 0.036510197755887971 0.045648513855084727 0.15324505872717964 0.16631175096892648 0.16906386613845825 0.10779280215501785 0.10734953024166316 0.0414964327685758 0.031592342438234056 0.044321015517269302 0.37743236772280297 0.50863047071834333 3.403739719967688 0.54297545173903927 0.18705824855715114 0.13931789621710677 0.71475162583737872 0.23948723590001364 0.80340146493108477 0.19977379170279341 0.37731542753215208 0.19822249311255369 0.12670476804111253 10.269151270504674
leaf_count=113 24 37 39 15 17 17 9 38 12 29 4 5 19 19 30 33 63 33 251 16 10 4 34 7 33 12 16 7 6 1948
internal_value=-1.33658e-05 -0.000345917 0.00357442 0.0186343 -0.030672 0.029234 -0.00185155 -0.0370401 0.00300416 -0.00307427 0.00495142 0.0142381 -0.00507971 -0.00820027 -0.0335482 -0.0644725 1.89751e-05 -0.000306228 4.94482e-05 -0.0106474 0.000724696 -0.000739445 -0.000176717 -0.000758448 -0.0108632 0.000585964 -0.000344917 0.000384337 -0.00052461 0.000236695
internal_weight=20.531 18.7894 1.74159 0.461285 0.0816194 0.379665 1.2803 0.155247 1.12505 0.97181 0.805498 0.292234 0.184441 0.109599 0.0730888 0.0770913 18.5341 18.088 17.7105 1.05161 16.6589 13.2552 13.0681 12.9288 1.51815 11.4107 11.1712 10.9714 10.5941 10.3959
internal_count=2900 2501 399 145 56 89 254 96 158 146 117 74 69 58 49 50 2477 2440 2377 49 2328 2077 2067 2063 67 1996 1989 1977 1961 1954
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 1 1 0 2 2 2 2 1 0 1 0 0 1 1 2 0 0 0 0 2 2 0 2
split_gain=0.00261432 0.0298401 0.0591202 0.0185077 0.0120511 0.0231061 0.0195916 0.0328273 0.0100768 0.0308119 0.0416835 0.0260848 0.028683 0.0263563 0.0386093 0.0241202 0.0633291 0.0217883 0.0262898 0.0261288 0.0250326 0.0195617 0.0595269 0.0291177 0.0265744 0.0181698 0.0406761 0.0494883 0.0177988 0.019942
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.468518788800004 41.134354310300004 41.061442884200012 0.34515433670000012 0.36665069905000008 0.41985269900000005 0.55671985870000007 40.036761086100007 40.922041107600009 40.742467179200005 40.380906245900007 0.34515433670000012 0.54317236010000014 0.42194844465000009 0.55980359870000018 0.56704889075000009 0.45280081435000008 0.43887907550000005 39.468990633150007 0.57507260265000015 0.57944372925000021 0.57161462230000015 0.52937037810000021 39.788107623550012 39.646013290900008 0.52266399210000014 39.091773401050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 -6 -8 11 10 15 12 13 25 -15 -10 -17 -11 19 -19 -20 24 -23 -24 -22 28 27 -27 -1 -30
right_child=1 2 3 -5 6 -7 7 -9 9 17 -12 -13 -14 14 -16 16 -18 18 20 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00081571220668543115 -0.026320888409366028 0.076785722823305383 -0.032425721899521219 -0.00016840680362148616 -0.011982560728815072 -0.032118509403353625 0.042107371401184535 -7.0369817218511859e-05 -0.035843520830765425 0.044066715166878337 -0.052587536489570319 0.029533683568012087 -0.031177026817203468 -0.011816992061867926 0.032020536881970367 0.091481012498863409 -0.025271889591756486 -0.056864200793658642 0.079042014928687884 0.010333025387864785 0.072636115152939357 -0.10247806318953644 0.089135757820513389 -0.056933321865384426 -0.050553686513350661 -0.025768835935755741 -0.073125811913165584 0.06913412587954712 -0.0072475983269220633 0.029452038722783833
leaf_weight=5.1816732715053408 0.44993550213952005 0.099295571372123415 0.18123765445427764 9.5631944901055395 0.26171297967539497 0.21883576684390504 0.34965840111442503 0.39074455580401413 0.11136797867339954 0.13017192236736719 0.27481398713098315 0.33154989298327553 0.26923963428660602 0.2966021983572914 0.62272320107183532 0.078811074374243617 0.1131749284478023 0.12715607152084618 0.056209440149596723 0.10618823390858179 0.064180957352888868 0.052166815757800578 0.042451378318787647 0.020112885821487403 0.024081471768999552 0.21288014440003422 0.10860780396755843 0.074063641612099218 0.2268825443670045 0.42619793596531963
leaf_count=436 22 11 11 1496 14 22 20 32 18 22 24 22 20 18 40 7 40 30 21 29 14 13 7 68 257 77 17 5 63 24
internal_value=-1.36176e-05 -0.00113715 1.39392e-05 -0.000768364 0.00112333 -1.44943e-05 0.0115353 0.0198482 0.000770364 -0.00775337 -0.0243771 0.00209107 0.00086466 0.00207128 0.0178772 0.00117932 0.0226557 0.00768101 -0.00193512 -0.0262847 0.0199853 0.00363231 -0.0235953 0.0421781 0.0390251 -0.000260997 -0.021002 -0.00127324 0.00114509 0.0167025
internal_weight=20.4659 10.2937 9.84373 9.74443 10.1723 9.17014 1.00212 0.740403 8.95131 1.20089 0.578168 7.75042 7.41887 7.14963 0.919325 0.303354 0.191986 0.622719 0.492547 0.233344 0.259203 0.202994 0.114731 0.0625643 0.0882624 6.23031 0.395552 0.286944 5.83475 0.65308
internal_count=2900 1540 1518 1507 1360 1294 66 52 1272 550 89 722 700 680 58 65 47 461 439 59 380 359 88 75 271 622 99 82 523 87
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 0 1 1 0 0 2 0 0 1 0 2 2 2 0 0 1 1 2 1 2 1 0 2 2
split_gain=0.00265134 0.015264 0.0753756 0.013035 0.0311053 0.0132422 0.0351391 0.0110903 0.02811 0.0150442 0.0301339 0.0110578 0.0491793 0.0397894 0.00999438 0.00980264 0.00962845 0.0294876 0.0166242 0.0161692 0.0377374 0.0226973 0.0127033 0.0106093 0.0429073 0.0459182 0.049269 0.0607286 0.0138626 0.0384724
threshold=38.994321257850011 38.703421923500009 38.592454371550012 0.50579323975000012 0.51484985480000012 37.020641110850008 0.47778509625000004 0.37852160115000005 0.38733870245000007 0.52266399210000014 0.52290350590000012 37.272044000450002 0.52772372085000019 0.52975958800000011 0.42194844465000009 0.55892039160000018 39.268993001500007 39.420767558750008 39.788107623550012 0.47943175355000006 0.51818807820000012 0.39051226010000012 0.39051226010000012 40.21994457600001 0.34521421515000011 40.08085804200001 0.37982395740000008 0.53905571685000009 40.305698932850007 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -6 -9 -10 -11 13 -13 -12 -14 -16 22 -18 19 -19 -21 -22 -2 24 -20 26 -26 -28 -25 -30
right_child=16 -3 -4 4 7 6 -8 8 9 10 11 12 14 -15 15 -17 17 18 23 20 21 -23 -24 28 25 -27 27 -29 29 -31
leaf_value=0.0015668158401837499 -0.023823735067370368 0.019781486529715436 -0.10297572254396209 -0.061166274305257097 0.041227880853045948 -0.00035789863157966671 0.052886220866442825 -0.071139645181445513 0.034522607790435311 -0.10295952259345201 0.07789675498543791 -0.10174476422723913 0.021255694974163256 -0.030293311387064727 -0.04445680394729095 0.015018104133016985 0.029191851259954989 -0.035028571617181953 0.048781856553751501 0.018578781409904831 -0.044839920857277837 -0.001623184667326183 -0.001297560784818701 -0.016560535390201837 -0.02232397172988999 -0.047215507477772402 0.081309195255433606 -0.0081922782272068114 0.032832016920995744 -0.00056928586978154192
leaf_weight=1.0177860260422531 0.39787606335449044 0.44722616256080971 0.069482428129049256 0.095188353786852642 0.058817620076297317 0.30530964746126965 0.20866372030286584 0.057173567096469924 0.11652562500290742 0.029756811447441578 0.069352537245248619 0.04882906829018907 0.18010880987640118 0.06667333545929785 0.059698543686835137 0.051722402768242831 0.34180014334561093 0.24489881289901372 0.22461655805159164 0.36221954674147128 0.25259804980487388 0.23420231780786338 0.67516795181522227 0.50568061656154384 0.227261978852205 0.16693336518754531 0.16118791271583177 0.1431282249512833 0.35408303358512583 13.215794972595363
leaf_count=151 19 48 12 19 6 36 25 12 18 2 27 20 29 274 22 67 24 19 13 16 11 38 41 24 19 30 15 31 48 1784
internal_value=-9.67538e-06 0.00280072 -0.000317955 0.0026973 -0.00736358 0.00817416 0.0212582 -0.000430208 -0.00403433 0.00212731 -0.00533085 0.000767412 -0.00886417 0.0248672 0.00669264 -0.0168481 -0.000472361 0.000126876 -0.000490452 -0.0123917 -0.00586209 -0.0240481 -0.00965008 0.000377556 0.0107629 -0.00146271 0.0129052 0.0392142 -0.000303551 0.000302265
internal_weight=20.3898 2.88231 2.43509 2.36561 0.833847 1.53176 0.513973 0.738658 0.679841 0.622667 0.506142 0.476385 0.340359 0.136026 0.29153 0.111421 17.5074 16.4344 16.0926 1.09392 0.84902 0.4868 1.07304 14.9987 0.923128 0.698511 0.531578 0.304316 14.0756 13.5699
internal_count=2900 768 720 708 496 212 61 477 471 459 441 439 138 301 118 89 2132 2072 2048 84 65 49 60 1964 108 95 65 46 1856 1832
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 0 1 2 0 2 0 2 0 0 0 2 0 1 0 0 0 0 0 2 1 0 2 0 0
split_gain=0.00253728 0.0294305 0.012376 0.0397681 0.0491295 0.0388309 0.0447801 0.0937654 0.0350385 0.0236601 0.0267702 0.0299705 0.0201238 0.0300646 0.032583 0.0376594 0.0273812 0.06915 0.026887 0.0539734 0.0236095 0.0225751 0.0674533 0.0401267 0.016958 0.0361342 0.014454 0.0143966 0.0358989 0.0204096
threshold=0.52215502530000013 0.52029879345000019 0.52803808270000008 39.091773401050006 39.211875820650008 0.38991347565000006 0.52324780695000006 0.39458399450000009 41.468518788800004 0.53484925600000011 37.858673296900008 0.52975958800000011 40.580626202750004 0.54475913895000005 0.54279811980000015 0.53905571685000009 40.036761086100007 0.55671985870000007 0.42194844465000009 0.54585192060000021 0.53839705400000015 0.54191491270000014 0.54317236010000014 0.54511840960000013 41.169697216150006 0.4211999641000001 0.55671985870000007 38.938637541200009 0.56704889075000009 0.56424957340000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -9 10 -4 -12 16 14 15 -14 20 -18 24 -20 -11 -22 -23 -24 -15 26 -26 29 -29 -25
right_child=2 -3 9 4 5 6 7 8 -10 12 11 -13 13 18 -16 -17 17 -19 19 -21 21 22 23 27 25 -27 -28 28 -30 -31
leaf_value=1.4411063667187722e-05 -0.0073182397693071517 -0.028622466321683672 0.033802287314625173 0.072690961826617426 -0.030105797662234757 0.04869568901323703 -0.10189533192297029 0.090158061957276603 -0.011039310635566839 -0.063607677451009523 -0.084374582548525506 -0.01760156142846022 0.034236858626208837 0.083750622241625508 0.049537226675778881 -0.02507627343288776 -0.079846485432685521 0.028800511229405287 -0.10440228825722371 -0.00077289257098494808 0.037928607707297023 -0.088733327119436128 0.056989790832756321 0.025239490451166274 -0.10081330081248303 0.091136473576544696 0.019672796511442575 -0.045485122787304544 0.027625556887043313 -0.054147888276006244
leaf_weight=14.260963080405276 0.77701575629171926 0.36814128213110642 0.068014826496280434 0.1663515935651958 0.16542437678867827 0.32350214527079846 0.073267518511784147 0.066719888950274253 0.070227071322832124 0.05744699727802105 0.090390693109516196 0.26221386611541675 0.22683824726402724 0.05737556382882758 0.29208858980211971 0.20270275874338495 0.15464496980857234 0.094304494684026352 0.051974900532513746 1.5223548756203431 0.14998001519916215 0.084492630533532065 0.12575100146431595 0.20143241085731439 0.024046869139147442 0.031761131715029478 0.016992489275523326 0.19595866403295759 0.10218267426785665 0.038587911967759181
leaf_count=1310 57 34 22 5 24 12 32 6 44 11 47 64 28 4 23 27 19 36 3 527 24 10 16 73 34 5 33 42 53 275
internal_value=-9.14363e-06 -0.000706236 0.00178182 0.00910391 0.0238473 0.0122256 0.0253461 -0.010587 0.0382636 -0.00118658 -0.0236389 -0.0347189 0.00141438 0.00666056 0.0237691 0.00624667 -0.00915014 -0.0386899 -0.000582593 -0.00419411 -0.00145641 0.00251784 -0.00457846 0.00613148 0.0430946 0.0110527 -0.0509256 -0.00575246 -0.0204277 0.0124764
internal_weight=20.3231 14.6291 5.69404 1.64251 0.865493 0.699141 0.533717 0.210214 0.136947 4.05154 0.420619 0.352605 3.63092 2.42614 0.72163 0.429541 1.20478 0.248949 1.70451 1.57433 0.955832 0.898385 0.748405 0.663913 0.130176 0.0728005 0.0410394 0.538162 0.298141 0.24002
internal_count=2900 1344 1556 180 123 118 94 82 50 1376 133 111 1243 684 78 55 559 55 606 530 504 493 469 459 76 72 67 443 95 348
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 2 2 0 2 0 1 2 0 0 2 0 2 2 0 0 2 2 2 1 0 2 2 1 1 0
split_gain=0.00231025 0.012925 0.0258616 0.0235335 0.0155436 0.0129505 0.0106502 0.0104414 0.0493784 0.0280506 0.0224836 0.0597692 0.0365052 0.0173447 0.0137896 0.0271122 0.0122008 0.0120343 0.0116578 0.0155016 0.00997135 0.0229167 0.0131692 0.0168111 0.048885 0.027915 0.00952127 0.0348309 0.0370089 0.0942358
threshold=39.039757512550004 0.45280081435000008 37.663157789700008 38.703421923500009 0.52161611930000007 38.386256906100009 36.735256530150004 0.47694679800000012 38.052786106700005 0.49320379630000005 0.34392682850000006 37.858673296900008 0.46928235680000008 0.49850303880000008 35.97706729810001 0.50041914915000019 35.131296350900008 35.131296350900008 0.47577916830000005 0.47440196400000006 39.268993001500007 39.420767558750008 39.788107623550012 0.34524415440000006 0.5089817670000002 39.530201452500002 40.21994457600001 0.34521421515000011 0.37982395740000008 0.52898116820000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 7 -3 8 10 -9 12 18 17 -11 15 -15 -17 -1 19 -12 -2 -22 23 -23 -25 -26 27 -24 -29 -30
right_child=20 2 -4 4 -6 -7 -8 9 -10 13 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 26 24 25 -27 -28 28 29 -31
leaf_value=0.046624136295011581 -0.0099930968073983408 -0.10047998206062531 -0.081484563953776012 0.0063637314873538076 0.043770314695485986 -0.022818979759457042 0.05594126196745073 -0.049680959422818013 0.088400458604542501 0.03721542401777795 -0.10088909644995199 -0.10536926104819062 0.10114821119862633 0.10018431882752739 -0.0036223135489881022 0.020868606356735795 -0.059372555532010374 -0.027830927210983611 0.10079458675098499 0.085543638244254122 0.026280595782369923 0.008956861837913322 0.045005878095007251 -0.058882980318588844 -0.025581101715252699 0.019544002131935426 -0.00025263729752208347 -0.027513466907315605 0.090569413994546683 -0.014916720621608349
leaf_weight=0.029313057046319785 1.0289732816941946 0.0051416824508796607 0.050233693364794982 0.2244446322947623 0.21994094985711854 0.22882174259081356 0.02836986953922116 0.11014168021006643 0.077481919853189751 0.13195139900199127 0.0088890451178313123 0.057904980092993608 0.041504906956106424 0.038874387731994087 1.4002821204500713 0.084788228931759538 0.02440308533318207 0.083679926589866227 0.022590750828385353 0.0089510290999896824 0.32902344623289792 0.30010830075479933 0.21939551259436019 0.21911644089425408 0.27399689591138809 0.27435764780722138 14.033294446366742 0.29436613185553284 0.12586888353303038 0.25885397740273408
leaf_count=47 48 149 58 22 18 36 34 14 9 18 42 3 4 9 180 80 25 29 1 2 24 16 13 17 17 34 1856 31 12 52
internal_value=-1.01968e-05 0.002614 -0.0360959 0.00377427 0.0248775 -0.000217063 0.0319415 0.0022216 0.0185577 -0.000792227 -0.00284587 -0.0402242 0.020945 0.00241237 -0.00055357 0.0284681 0.00293557 -0.00851552 0.0530764 -0.00734886 -0.000445267 0.000156413 -0.000380825 -0.0111105 -0.0189575 -0.00300371 0.000386313 0.010366 -0.000825244 0.0195949
internal_weight=20.2351 2.87771 0.0837452 2.79396 0.444386 2.34958 0.0335116 2.12076 0.330316 1.79044 0.252834 0.0983358 0.154498 1.6803 1.54835 0.148066 0.109191 0.112993 0.0404308 0.0178401 17.3574 16.3284 15.9994 1.06758 0.767471 0.548355 14.9318 0.898485 0.679089 0.384723
internal_count=2900 780 241 539 40 499 183 463 137 326 128 48 80 312 294 114 105 76 45 44 2120 2072 2048 84 68 51 1964 108 95 64
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 0 1 0 1 0 1 0 0 0 2 2 0 0 1 0 2 2 0 2 2 2 2 0 0 2
split_gain=0.00262782 0.0237547 0.016849 0.0622617 0.0536503 0.0447664 0.0211357 0.0322355 0.0158504 0.0232656 0.0404317 0.0239785 0.0409588 0.048164 0.0354572 0.0764822 0.0202621 0.0252318 0.0201224 0.0151084 0.0113207 0.0954392 0.0844964 0.0304447 0.0492723 0.0322865 0.0214686 0.0270341 0.0340455 0.124379
threshold=0.39024280710000009 0.38906020780000011 0.52428071015000011 39.468990633150007 0.39584144190000009 0.51243974730000008 0.39388042275000007 0.52772372085000019 0.38733870245000007 0.51700547890000015 0.38042274180000007 0.51401155655000019 0.50579323975000012 0.50300889195000009 40.12915366295001 41.395309858300003 0.5025747732000001 0.50041914915000019 0.36501901140000009 0.49588335680000006 40.532725462000009 40.380906245900007 0.48607826115000008 40.21994457600001 40.12915366295001 39.646013290900008 40.922041107600009 0.48218616210000004 0.48661716715000009 42.027086531450003
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -6 7 -4 9 11 -11 12 13 16 -14 -16 17 18 19 20 21 22 23 24 25 -1 -22 -28 29 -29
right_child=2 -3 6 4 5 -7 -8 -9 -10 10 -12 -13 14 -15 15 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0018084304050162887 -0.00023889605295615904 -0.020085531355896347 -0.10189671540357206 0.092678666853141231 -0.10292402291521574 0.049416586379997379 0.00059960827913754593 -0.0071417895890325839 0.024085211229449587 -0.083915116105469742 -0.0034851777335206877 0.02269035065490102 0.0096019758034823176 0.039859737421496629 -0.10815812741642389 0.0055284827277990358 -0.017301416665944782 0.032280060124167315 -0.027198723297478324 0.015964365703190771 -0.018051506362715589 0.080266894083828713 0.065363820396357908 -0.033655733834047338 0.051919141572124849 -0.035077573524598754 0.0031703978427901898 -0.054976153415641361 0.0029288340141866995 0.0095640538165209579
leaf_weight=1.0670408373484681 0.77732985302068613 0.60474354155030674 0.051002634392863011 0.15597473449516697 0.030612326471911033 0.052150879313043408 3.8886486672250484 0.12127164229470111 0.27133508506813164 0.090155730818936131 0.2037557166531343 0.46137543856161833 0.12462903448613438 0.30254796901863379 0.12951560536612305 0.10895847683809734 0.68029934854712415 0.24379342037718821 0.27016108539902539 0.59249145464127728 0.76409334611062618 0.16036060867554613 0.18113158366759297 0.33150828042334968 0.16200368246063579 0.30516603044707569 5.7320379631631919 0.57322352526171039 1.1154042874113654 0.62326238802052103
leaf_count=197 37 24 36 22 40 27 1385 28 24 38 29 28 18 42 13 28 7 19 36 40 38 14 16 14 7 31 566 28 41 27
internal_value=-5.38639e-06 -0.00066716 0.00196273 0.0134796 0.058147 -0.00693092 -0.000918863 -0.0351944 0.000143032 -0.00031372 -0.0281566 0.000273784 -0.000494165 0.000423813 -0.0336243 -0.0562149 -0.000508172 0.000434307 -0.000219326 0.000408599 -0.000428121 0.00597597 0.000155642 -0.00617503 -0.000237075 -0.00639467 -0.00203293 -0.000511322 -0.00963968 -0.0213565
internal_weight=20.176 15.099 5.07699 1.01607 0.238738 0.0827632 4.06092 0.172274 14.4943 14.2229 0.293911 13.929 13.4676 13.1045 0.363103 0.238474 12.802 12.1217 11.8779 11.6077 11.0152 2.20721 2.04685 1.86572 1.53421 1.37221 8.80802 8.04393 2.31189 1.19649
internal_count=2900 1325 1575 126 89 67 1449 64 1301 1277 67 1210 1182 1123 59 41 1081 1074 1055 1019 979 279 265 249 235 228 700 662 96 55
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 0 1 0 2 1 1 1 0 0 0 0 1 1 1 2 1 1 0 1 2 0 2 2 2
split_gain=0.00257151 0.0276077 0.0114639 0.037837 0.101749 0.0373132 0.0870425 0.0430803 0.0195582 0.038904 0.0175981 0.0190041 0.0366102 0.0359403 0.0617042 0.0256931 0.0462851 0.0579683 0.0387083 0.0722364 0.0659925 0.0200185 0.0200455 0.0392898 0.0140351 0.011231 0.0109705 0.00866556 0.00800653 0.0523351
threshold=0.52215502530000013 0.52029879345000019 0.52803808270000008 39.268993001500007 39.420767558750008 0.39024280710000009 0.52428071015000011 0.39458399450000009 0.53136133645000017 37.858673296900008 0.38780276035000005 0.4019490434500001 0.39971857130000005 0.53592706805000012 0.54191491270000014 0.53781323915000012 0.53905571685000009 0.40259273675000007 0.40621538280000008 0.41917906650000009 38.994321257850011 0.42067602765000006 0.42552618185000007 0.54384599265000022 0.39051226010000012 41.134354310300004 0.52937037810000021 40.878805547300004 41.028010303750008 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 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 24 -5 -6 -7 -8 9 -4 -10 12 13 -12 -15 -13 -17 -18 -19 20 -20 -21 27 -24 -2 -11 -27 -23 29 -1
right_child=2 -3 8 4 5 6 7 -9 10 25 11 15 -14 14 -16 16 17 18 19 21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00099927529142607142 -0.018974970156990092 -0.028087674170488842 0.031313694987260755 0.10452457726742806 -0.030771015629394369 0.089814706981871162 -0.1016644441902987 0.014439516075211432 -0.046550340472322267 -0.10187634268466531 0.04183585477055056 -0.053503991021545266 0.076733970805145935 -0.090532119860143825 0.040054420725285506 0.069167499165304 -0.10730519891513193 0.081859749408977361 0.028526120116744449 0.023141724261670313 -0.10220110599629575 -0.04345330508718466 0.07049745980036963 0.00016275524349340157 0.0057831118511100423 -0.070114855352014116 0.00097675762169886706 -0.010952141923416531 -0.00182333750356441 0.050818071668659974
leaf_weight=4.970022987730581 0.34587345637192057 0.35913798116729267 0.06668271767563283 0.13747862819582224 0.16978153253080563 0.12591661940831156 0.047737837752720225 0.096684257095392523 0.077631244516340181 0.046359922836927581 0.13547245322860169 0.090157754044952632 0.094483286439754011 0.077736886602323807 0.067693213732681556 0.095589607897409556 0.050911985337734555 0.057081205660736933 0.055570026392733229 0.40812863829590673 0.12656682203249525 0.12890417804706578 0.082698012304945556 2.0048779126615477 0.67745666021462458 0.053550368443329499 0.036502596081689376 0.22562034708755618 8.9548823915100826 0.2202090748247939
leaf_count=468 17 34 14 2 25 26 29 35 16 15 30 28 14 17 34 14 2 12 24 33 48 22 14 959 46 27 22 31 827 15
internal_value=-5.26888e-06 -0.000707248 0.00181838 0.00896505 0.0294279 0.00597029 0.029045 -0.0239379 -0.00105473 -0.0312854 0.000569913 0.00155816 0.0228869 0.00477508 -0.0297481 -0.000849004 0.000618032 -0.00146855 0.000275566 -0.00126017 -0.0623162 0.00264146 -0.000784585 0.00294902 -0.00258483 -0.0618857 -0.0412982 -0.0227695 -1.20714e-05 0.00311297
internal_weight=20.0874 14.5043 5.58315 1.60093 0.577599 0.44012 0.270339 0.144422 3.98222 0.203096 3.77912 3.70149 0.375386 0.280903 0.14543 3.32611 3.23595 3.14036 3.08945 3.03237 0.182137 2.85023 2.4421 2.08758 1.02333 0.136413 0.090053 0.354525 14.1451 5.19023
internal_count=2900 1344 1556 180 117 115 90 64 1376 78 1298 1282 95 81 51 1187 1159 1145 1143 1131 72 1059 1026 973 63 64 49 53 1310 483
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 0 0 2 0 2 0 0 2 1 2 2 1 2 0 0 2 2 0 0 2 1 0 1 0
split_gain=0.00229865 0.0238379 0.0142169 0.0475528 0.0143162 0.0222599 0.0251193 0.0187995 0.02118 0.0872266 0.0153639 0.0149661 0.0601473 0.0280465 0.0165044 0.0191886 0.0207217 0.0215611 0.0141666 0.0356452 0.0519674 0.0277647 0.0357272 0.0431253 0.0316784 0.0480055 0.0268821 0.0262748 0.112673 0.0602516
threshold=0.52266399210000014 0.52366695610000014 40.580626202750004 40.421032462050007 0.52772372085000019 0.39584144190000009 0.53592706805000012 0.53905571685000009 40.036761086100007 0.55671985870000007 39.749124837650008 0.54191491270000014 0.54317236010000014 39.749124837650008 0.41985269900000005 39.468990633150007 38.386256906100009 0.44751654140000008 42.448133449100006 0.52511900840000014 0.53136133645000017 41.840895355800008 41.395309858300003 0.53839705400000015 0.56915960600000015 42.37975859965001 0.40621538280000008 0.54384599265000022 0.42440346100000009 0.56276758185000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 -6 -7 -8 11 -10 -3 -9 -13 14 -14 16 17 -16 21 -20 26 22 23 -4 -23 -26 -21 -25 -29 -30
right_child=1 2 18 -5 5 6 7 8 9 -11 -12 12 13 -15 15 -17 -18 -19 19 20 -22 24 -24 27 25 -27 -28 28 29 -31
leaf_value=-0.00059462374973450805 0.024392600097621581 -0.10136087846950743 0.057499567429960624 -0.10097014388402846 0.032953486217159753 -0.066679249141377739 0.052815398732845076 0.0325500029899152 -0.10286331872176727 0.034368677824024661 0.00415338879869942 -0.087814045683975869 -0.056999032749669623 0.044969378813891708 -0.088433990825704106 -0.060089435769632826 0.019939025189059868 0.011304791235128458 0.078721706156767407 -0.10222840902121087 -0.00046385076976831102 0.05179877797930358 -0.035767852768940941 -0.038095113194878488 -0.10143437115250509 0.054239803276574218 0.0057263731984997877 0.083697448221136922 -0.063792278689632123 0.016337619854059494
leaf_weight=15.340216634160896 0.42933956001285167 0.031042217304921738 0.16525982904067893 0.053577382645471405 0.15375400716584398 0.067656486988013742 0.055511188198579364 0.12000761886542921 0.09720577902217542 0.088472012578897807 0.024844955420121551 0.07911607927417208 0.056967792306677201 0.13564561013586918 0.040798681784853477 0.047035125055977289 0.30165660292865315 0.046237975319566679 0.051243645995713183 0.080444789075272527 1.2788197011740079 0.26877181941381412 0.19527814713128588 0.13982758577913046 0.037911239600362023 0.04148473763052607 0.032339216545246519 0.15114765017096943 0.16524198791012168 0.2171592788308726
leaf_count=1355 35 42 19 14 22 38 9 19 13 28 4 10 28 27 80 17 86 216 17 47 476 52 63 6 37 7 35 12 13 73
internal_value=-4.04983e-06 0.00194265 -0.000338984 -0.00858093 -0.00490325 -0.00275666 -0.00758859 -0.00384756 -0.00695219 -0.0374748 -0.0544539 -0.00010311 -0.00564213 0.00470434 -0.00638114 0.000236718 0.00753669 -0.035448 0.00374425 -0.00318658 -0.00620273 0.0109798 0.00275489 0.011725 0.0354044 -0.0200939 -0.0712739 0.000491 0.0106033 -0.0182879
internal_weight=19.994 4.6538 4.22446 1.39953 1.34595 1.29006 1.13631 1.06865 1.01314 0.185678 0.0558872 0.827465 0.707458 0.628342 0.492696 0.435728 0.388693 0.0870367 2.82493 1.44285 1.3916 1.38208 1.03391 0.838636 0.348168 0.079396 0.112784 0.673377 0.533549 0.382401
internal_count=2900 1545 1510 653 639 593 571 533 524 41 46 483 464 454 427 399 382 296 857 575 558 282 186 123 96 44 82 104 98 86
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 0 2 0 1 1 2 0 2 0 0 0 0 1 0 0 1 0 2 2 1 1 0 1 2
split_gain=0.00222789 0.0185657 0.0123225 0.0203605 0.028581 0.0252986 0.0181327 0.0292214 0.0217271 0.0248727 0.0430219 0.0154553 0.0396719 0.0170457 0.0118921 0.00784806 0.00998399 0.0130042 0.0118583 0.0425748 0.0116935 0.0311882 0.0261926 0.0217462 0.0175913 0.0155711 0.0151496 0.0109039 0.0625273 0.0518632
threshold=0.46768060835000008 0.47305469895000007 0.42646926740000007 39.468990633150007 37.572218886150004 41.43512228960001 0.3972336157500001 41.468518788800004 0.39672464895000009 0.31123319660000009 0.31100865245000009 48.852845034800005 0.45612406815000006 42.072181850200003 0.41155953415000007 0.47512050540000011 0.47670728420000003 0.47577916830000005 0.3447651268000001 0.48140774230000011 0.47778509625000004 0.34500464060000008 0.47868327295000007 41.621607100200002 42.448133449100006 0.34491482290000003 0.34545372890000009 0.48543456785000005 0.34566330350000002 42.541806567400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 8 14 9 10 -1 12 13 -7 -8 -3 17 -17 19 -18 21 -20 26 -23 -25 -24 -22 29 -29 -27
right_child=1 15 3 5 -6 11 7 -9 -10 -11 -12 -13 -14 -15 -16 16 18 -19 20 -21 22 23 25 24 -26 27 -28 28 -30 -31
leaf_value=-0.0072569760814568734 -0.027555289926024941 0.01321920677292171 0.022654273377584647 0.075637342024854337 -0.10105424870796771 -0.001707335416841739 0.039933781626775432 -0.10565837752933951 0.038057475487685496 -0.038171464827308675 0.050023205517779668 0.043606256483397665 0.034363589127689248 -0.10077500463651122 -0.030808541733078166 0.0029956299122317702 -0.031409446218758248 -0.03464332227857251 -0.016180574840927522 0.009553204558818423 -0.059677887025835707 0.03414649087204006 0.022577728497415978 0.023764089119625187 -0.011610165335533653 -0.011436273542852697 -0.007350672760257246 0.044181911387933093 0.00017574863935743457 0.016253234711141616
leaf_weight=0.63865137835186059 0.24714348640681194 0.44081015321659123 0.0446431931761887 0.084268556977775688 0.032107366099926038 0.028730515189636208 0.036083078820411285 0.041527281049968501 0.15080300119620915 0.16454042262574831 0.16500055091455579 0.10540030244737864 0.10587351466438122 0.043915612832734041 0.069597213369126054 0.17637763490606018 0.4952232218478041 0.19140761779687254 0.35270948192192264 0.52032791160058878 0.11379834030404268 0.46987603296292924 0.31020056351553549 0.2653533723205328 0.29897031305763733 2.7995600026294247 0.10768250870023621 0.33345777113572594 10.179704625712411 0.89195592947362445
leaf_count=113 24 37 39 15 17 16 9 38 12 29 4 5 19 34 49 24 33 39 25 16 29 18 14 12 35 139 24 14 1961 57
internal_value=-9.3858e-06 -0.000333823 0.00344035 0.0177559 -0.0290972 0.0275226 -0.00159007 -0.0345835 0.00275033 -0.00274901 0.00450342 0.013242 -0.00468551 -0.0615951 -0.00665455 4.1028e-05 -0.000290794 -0.0165929 5.90368e-05 -0.0104218 0.000719191 0.00949764 -0.000106991 0.0182551 0.00502333 0.000413791 -0.0342367 -7.02229e-05 0.00157154 -0.00474585
internal_weight=19.9057 18.1946 1.71114 0.444939 0.0767506 0.368189 1.2662 0.147208 1.119 0.968192 0.803652 0.28392 0.17852 0.0726461 0.10568 17.9474 17.5066 0.367785 17.1388 1.01555 16.1233 1.38691 14.7364 1.0342 0.564324 14.5149 0.221481 14.2047 10.5132 3.69152
internal_count=2900 2501 399 145 56 89 254 96 158 146 117 74 69 50 58 2477 2440 63 2377 49 2328 90 2238 65 47 2185 53 2171 1975 196
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 0 0 0 2 0 2 2 0 1 2 2 0 2 2 1 0 1 2 0 2 1 2 0 0
split_gain=0.00269243 0.017911 0.0135165 0.00999309 0.0200667 0.00732431 0.125221 0.119721 0.0308936 0.0965094 0.0453775 0.0581823 0.0416766 0.0393239 0.0342223 0.0272879 0.0318347 0.0496022 0.020791 0.0199751 0.0188436 0.0858696 0.0304247 0.0433137 0.0246242 0.017942 0.0680092 0.054926 0.0207214 0.102479
threshold=39.211875820650008 39.134693790050008 39.344049039350004 0.45612406815000006 0.31810424840000007 0.52215502530000013 0.52029879345000019 0.52266399210000014 0.50300889195000009 40.12915366295001 0.50579323975000012 42.929886289700008 43.32600771660001 0.49678153350000009 0.37027334510000004 39.788107623550012 40.532725462000009 0.48041974790000003 42.178283198950005 40.922041107600009 0.39024280710000009 0.52324780695000006 0.39388042275000007 47.833738492450003 0.52468488970000016 41.322103772800006 0.34521421515000011 41.395309858300003 0.48661716715000009 0.48414718120000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 13 -10 -11 -12 -13 15 -14 -4 17 -17 -15 -18 24 -22 23 -23 -9 26 -21 -27 29 -29
right_child=2 -3 5 -5 -6 7 -8 20 9 10 11 12 14 18 -16 16 19 -19 -20 25 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.011993535677461465 -0.02829639640380624 0.036276120881326084 -0.022874686285619603 0.0018008868688951093 -0.086549947322421869 0.103391216797587 -0.071580443268017088 -0.063109504131335592 0.071774062243364495 0.047349566463379678 -0.037632348163974816 0.074145662688417768 -0.067080002006927181 -0.0096137378983266394 0.041905332764329839 -0.0087241061422066307 -0.016305546825185042 0.038576141603953604 -0.048135857260965205 -0.014945038295473277 0.10041981115297477 -0.10155517321870206 0.001624232750929711 0.019335061471164386 0.00099025557183850602 -0.039901312871897868 0.039327327326015044 0.0022702044498602147 0.012659611334644605 -0.047836445703802806
leaf_weight=0.044998650437780036 0.17395359687637402 0.14984662031528717 0.50150726048991146 3.5323338364948729 0.038211836218900369 0.11649339675000137 0.2494242759868549 0.10461582568177608 0.24231481633614693 0.15435537443732983 0.37102630645119916 0.10186660465114983 0.058758275111813418 0.30660902340241625 0.056532534742046447 0.38045772873760242 0.75797261915455649 0.53132064268828572 0.25799824127340765 0.43644249240378385 0.086956806790077557 0.068827611372399011 3.1484606876265198 0.052051072495231665 0.14030842975508051 0.345834742689476 0.49025212623996595 5.2686688483157136 1.2379400411855064 0.44244854782834853
leaf_count=32 24 12 32 698 74 3 17 11 16 29 37 8 11 22 38 40 40 25 30 28 9 39 917 10 31 11 30 550 56 20
internal_value=-9.00652e-06 0.00239806 -0.000572542 0.000993984 -0.0332595 -0.00026941 -0.00145425 0.00361612 1.03859e-05 0.0169756 -0.000906962 -0.0135708 0.0275398 -0.00151444 -0.0136393 -0.00011814 0.00103566 0.0188392 -0.0272165 -0.000772102 0.000388568 0.00234265 -0.000265973 -0.0494991 -0.026389 0.000659973 0.0137668 -0.00100504 0.00093072 -0.00161163
internal_weight=19.8488 3.76539 16.0834 3.61554 0.0832105 15.9094 12.1917 3.71771 11.9423 0.984854 0.742539 0.588184 0.217157 10.9575 0.115291 10.3928 9.89134 0.911778 0.564607 8.97956 3.60122 3.3563 3.26934 0.120879 0.244924 8.22159 0.926695 7.29489 6.94906 5.71112
internal_count=2900 816 2084 804 106 2060 1040 1020 1023 139 123 94 57 884 49 832 800 65 52 735 1017 975 966 49 42 695 58 637 626 570
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 2 2 2 2 2 2 2 2 0 0 2 1 1 1 0 1 1 1 0 1 0 2 1 1
split_gain=0.00243495 0.0264001 0.0428034 0.0161403 0.0647672 0.0132057 0.0127808 0.0123255 0.0195095 0.0135825 0.046336 0.0865316 0.0234834 0.0166324 0.0115152 0.0730482 0.0717582 0.044452 0.0424615 0.0496634 0.0536983 0.0861624 0.0457904 0.0375487 0.0279414 0.0293941 0.0577962 0.0398456 0.0413677 0.0883866
threshold=42.297164883650005 42.487106141350004 0.34632196640000007 42.564639561200003 0.34744468730000005 42.406961525800007 42.233786329550007 42.654057868200006 42.674081447500008 42.737166331000005 42.773538294100007 42.852084787850011 42.898324343550009 43.022303514600004 0.48119816770000007 0.48077901860000011 42.049402686800001 0.3447052483500001 0.34482500525000009 0.34503457980000002 0.48414718120000005 0.36000419150000007 0.34744468730000005 0.36501901140000009 0.47997065955000012 0.34515433670000012 0.47886290830000006 41.348489042950007 0.34521421515000011 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 -2 4 -3 -4 14 -5 -9 -10 -11 -12 -13 -14 15 24 17 -16 -19 -20 -21 22 -22 -23 25 -1 27 28 -27 -30
right_child=1 3 5 7 -6 -7 -8 8 9 10 11 12 13 -15 16 -17 -18 18 19 20 21 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0038516228179471556 -0.055468224946549016 -0.019744572596213969 0.012459466897835133 -0.023900985199402189 0.052225154254522788 -0.021071796318310226 0.027869160334841332 0.03389849833378019 -0.023527022091924584 0.06356522390376862 -0.098326931592476338 0.037842205581346974 -0.035184124192758022 0.00023013449571788856 0.036994742611270427 0.045350507009977663 -0.046619607133105784 -0.041416516951961475 0.073742420734409023 -0.021099752280530869 0.012525406925641505 -0.041063707136311058 0.057408152759980659 -0.00025018842913129564 -0.028791850901232693 0.040068707801652913 0.053040781033405149 0.030948542938362928 -0.10681808600163473 0.0020146414256516842
leaf_weight=2.0176794960383844 0.22834047811052194 0.23981543900471525 0.25872727631428916 0.22491512288620885 0.26127104389252054 0.21509978052085899 0.17186293383014195 0.16449075816873904 0.25625198025720042 0.11234138578186037 0.090363483005964862 0.16240265128508813 0.13695570289219183 4.1863027988086561 0.31746347399893871 0.40247656241990615 0.3391045920487209 0.25364176370203395 0.090618602931498482 1.1157915697974647 0.56362673145486031 0.23421872171337366 0.38094042840748443 5.9983941050497753 0.30133345062404249 0.09624617244116962 0.30950268138985848 0.27544015304056302 0.11198978015371225 0.2236402882248642
leaf_count=258 33 20 22 33 24 22 22 11 33 11 22 22 44 891 9 16 39 7 4 42 28 26 35 1070 25 5 19 30 16 61
internal_value=-4.38907e-06 -0.00158277 -0.0199021 0.000621681 0.0177811 -0.00276247 0.000777065 -0.000990301 1.82822e-05 -0.0011088 0.000116514 -0.00144115 0.000510609 -0.000891747 0.000419784 0.00510671 -0.00146547 0.00024447 -0.00110629 0.000113273 -0.000691285 0.00248149 0.0306265 -0.00178394 0.00025119 0.00313524 0.0169993 0.00122852 -0.0177262 -0.0342996
internal_weight=19.7412 6.53728 0.702168 5.83511 0.501086 0.473827 13.204 5.33402 5.10911 4.94462 4.68837 4.57602 4.48566 4.32326 13.0321 3.73831 9.2938 8.9547 8.63723 8.38359 8.29297 7.17718 0.944567 6.23261 3.33583 3.0345 1.01682 0.707316 0.431876 0.33563
internal_count=2900 1188 77 1111 44 44 1712 1067 1034 1023 990 979 957 935 1690 430 1260 1221 1212 1205 1201 1159 63 1096 414 389 131 112 82 77
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 0 2 1 1 1 0 2 0 1 1 0 0 1 0 0 2 0 0 1 2 0 0 0 0
split_gain=0.00253218 0.0147622 0.0119977 0.0340251 0.0260775 0.0331777 0.0441368 0.00841997 0.0290944 0.114132 0.084111 0.0455344 0.029853 0.0674663 0.0261244 0.0201698 0.0107484 0.00831754 0.0179251 0.00776601 0.0281163 0.0408312 0.0290466 0.0263291 0.0228331 0.0427846 0.0285993 0.0340077 0.0242056 0.021991
threshold=39.211875820650008 39.134693790050008 39.788107623550012 0.51818807820000012 0.39024280710000009 0.42019700010000005 0.56323163980000013 40.621691032550004 0.36927038110000004 0.37982395740000008 0.34569324270000007 0.51484985480000012 40.08085804200001 0.55671985870000007 0.44922307715000004 0.34479506600000004 0.54017843775000018 0.45612406815000006 0.31810424840000007 0.53484925600000011 0.54475913895000005 40.823855932350007 0.54279811980000015 0.53905571685000009 0.42194844465000009 41.395309858300003 0.55240861050000023 0.55754318735000019 0.56167480015000015 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -6 -7 8 10 -10 15 -11 16 -14 -15 -4 -13 18 -1 -9 22 -22 23 -21 25 -23 -26 -28 -29 -30
right_child=2 -3 7 4 5 6 -8 19 9 11 -12 12 13 14 -16 -17 -18 -19 -20 20 21 24 -24 -25 26 -27 27 28 29 -31
leaf_value=0.011190174533712354 0.0072062436813106635 0.033253130775593075 -0.012892992018414512 -0.044680785449419405 0.01549075852944609 -0.099070591499481359 0.013623091468879049 -0.0019078274715801813 -0.08435158438401201 0.05959732913184277 0.062409237316560152 0.047443076104055598 -0.051098536528094589 -0.0074969722296493874 0.085262683421996777 0.016513412705992686 0.0042193184807163804 0.0017860470968254331 -0.083902087907686787 0.028855291194400542 -0.085730884592870663 0.087786109656135189 0.046611132358066784 -0.022772703165620422 -0.03724868616800394 -0.04609447544423502 0.050908556932906003 -0.047768505893300145 0.049453876496720589 -0.0025580947795881114
leaf_weight=0.04495662656535155 0.64387620605270857 0.14830207362388126 0.4820175125167323 0.33781817689032323 0.24573764492058103 0.073229774494393496 0.066145477373261485 10.084870595345874 0.15932986674306437 0.14317104937100567 0.29728926330699323 0.11085876460856525 0.24530772606993878 0.059273698026053978 0.062246520273945727 0.45194056217189882 0.11959486384977147 3.5266904932127439 0.035457769931422627 0.20831161747605698 0.056968488308314025 0.073935747013820108 0.27642204740129728 0.18786021845252066 0.20738898802665051 0.035250609745988815 0.13171983508328811 0.10816378321192122 0.089064022202364646 0.93133235151925398
leaf_count=32 43 12 21 12 21 17 27 1071 16 10 29 13 25 6 35 31 30 698 74 28 24 5 23 27 20 70 18 20 7 435
internal_value=-3.10624e-06 0.00233222 -0.000555062 -0.0095121 -0.0244022 -0.00661403 -0.0455878 0.000287953 0.00609427 -0.00757401 0.0160829 0.00894692 -0.00319421 -0.0209143 0.0400175 0.00133671 0.0250119 0.00106094 -0.0307396 -0.000710606 0.00452428 -0.00255981 0.0217325 0.00437388 0.000444984 0.044563 -0.00283715 0.00282554 -0.00278647 0.00198171
internal_weight=19.6445 3.75541 15.8891 1.36681 0.722931 0.385113 0.139375 14.5223 2.13103 0.899782 1.23125 0.740453 0.597282 0.366828 0.12152 0.933958 0.230454 3.6071 0.0804144 12.3913 2.30642 1.63382 0.672594 0.396172 1.57686 0.109186 1.46767 1.26028 1.12856 1.0204
internal_count=2900 816 2084 120 77 65 44 1964 216 135 81 119 109 66 41 52 43 804 106 1748 677 599 78 55 575 75 500 480 462 442
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 1 2 0 1 0 1 0 2 1 1 1 0 1 1 1 1 2 2 1 0 0 0 1 1
split_gain=0.00292483 0.0285135 0.063171 0.0112875 0.0914796 0.0567775 0.0234088 0.0448684 0.0395935 0.0167229 0.0127518 0.0274221 0.0228568 0.0206089 0.0180791 0.0137678 0.0120583 0.00947018 0.0506809 0.0437733 0.0364347 0.037799 0.0692463 0.0667575 0.0610675 0.0431061 0.0197187 0.0183718 0.014844 0.0267089
threshold=0.34458549145000011 0.47851860725000006 0.47739588635000008 0.47670728420000003 0.47577916830000005 0.3447651268000001 0.35675578575000005 43.32600771660001 0.4622167001000001 0.3447651268000001 0.47778509625000004 0.34500464060000008 0.47868327295000007 41.621607100200002 0.34542378970000004 0.34491482290000003 0.34545372890000009 0.48543456785000005 0.34566330350000002 0.34515433670000012 0.34530403280000005 0.34569324270000007 41.21013581150001 41.678468725050003 0.3459626957000001 0.48041974790000003 0.48607826115000008 0.48661716715000009 0.34587287805000005 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 -5 11 -11 16 -13 -15 -14 -12 19 -19 -17 -21 22 -22 -23 -25 -24 -20 -28 -29 -30
right_child=3 -3 -4 9 -6 6 8 -9 -10 10 12 13 15 14 -16 17 -18 18 26 20 21 23 25 24 -26 -27 27 28 29 -31
leaf_value=0.001850758358953996 0.053217604123994636 -0.029519138593370978 0.064214439793517361 -0.017237709418251548 -0.10363071112407662 -0.10137537983350516 -0.071289916107496853 0.034413728427092838 0.040037930946076779 -0.014260107199367135 -0.055707394923868864 0.034097390247389753 0.021308689200421536 -0.014053727897276722 0.021885114389404454 -0.036120372497844395 -0.0086664576435805264 0.040498939762732188 0.033323479094385183 0.026808960642577706 0.0045437832861168074 -0.021675160566163136 -0.019797462509548395 0.038646057700652131 -0.0070622468656662569 -0.080935023985365964 -0.036292363129842235 0.03926308491550537 -0.037289394628067039 0.00031210014702854488
leaf_weight=2.2581507380023815 0.15414047939870773 0.24403083783585788 0.17501415126025666 0.54628361132927317 0.095005240057772111 0.076062844075586 0.047842344044636165 0.035780705817160197 0.096145718331859475 0.35182652957700966 0.1102152108837221 0.45012813812354557 0.30180506262695317 0.25855875073457923 0.30519789182480395 0.39450107553420766 0.10777990105634672 0.31908635681611386 0.17462268634699185 0.41547734377672929 0.5097515437882979 0.67194420824788093 0.24228157164043296 0.64155826508067526 0.53691106604674133 0.22008308001022669 0.14195055044501614 0.09508238546550174 0.19278245547320594 9.3947813723445233
leaf_count=355 10 20 10 17 33 59 45 4 19 25 29 18 14 16 31 23 24 14 8 23 22 37 20 20 29 22 7 3 5 1938
internal_value=-2.64242e-06 0.00306819 0.00633649 -0.000489463 -0.015215 0.0052741 -0.0236122 -0.0579341 0.00304747 -3.55632e-05 0.000557835 0.00979467 -0.000313921 0.0181419 0.00540229 0.000177599 -0.0324497 -0.000279541 0.00126635 -0.00467071 -0.000839057 -0.00490885 -0.0208749 0.0034789 0.0178213 -0.0488986 1.43925e-05 -0.000577644 -5.40555e-05 -0.000443974
internal_weight=19.5648 2.6772 2.43316 16.8876 0.504977 0.409972 0.255832 0.111844 0.143988 16.3826 15.8363 1.36571 14.4706 1.01388 0.563757 14.2526 0.217995 13.9508 10.3183 3.63251 3.23801 2.82253 0.972116 1.85041 1.17847 0.462365 9.99922 9.8246 9.68265 9.58756
internal_count=2900 385 365 2515 170 137 127 63 64 2345 2328 90 2238 65 47 2185 53 2171 1975 196 173 150 64 86 49 42 1961 1953 1946 1943
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 1 1 2 1 2 0 1 0 0 0 1 0 2 0 2 2 2 1 1 0 0 0 2 1
split_gain=0.00270956 0.0407869 0.0285465 0.107285 0.0599937 0.110543 0.0157243 0.0343565 0.0323801 0.0252962 0.0311953 0.0210461 0.0188347 0.0178968 0.0155421 0.0173127 0.0959184 0.0210577 0.0122116 0.0560808 0.0176041 0.0386242 0.0683471 0.0242647 0.0569763 0.013741 0.0452683 0.039198 0.0294568 0.0248077
threshold=0.48218616210000004 0.48181192180000004 0.34581299960000006 41.495754733000005 0.3459626957000001 0.34632196640000007 0.34581299960000006 0.34575312120000007 40.79983011445001 0.34608245260000009 42.131954243650007 0.48015029490000011 0.35759408400000009 0.47868327295000007 0.48368312325000012 0.48543456785000005 0.3465914194000001 0.4901499955000001 39.468990633150007 0.47778509625000004 40.922041107600009 41.289992964000007 41.348489042950007 0.34521421515000011 0.34482500525000009 0.47796473160000008 0.47739588635000008 0.47961138885000004 43.509905336500005 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 6 3 -2 -4 -6 7 18 11 -10 -11 13 -12 -8 -7 -16 -17 -18 19 -1 23 -22 -23 24 -20 26 29 -27 -29 -24
right_child=2 -3 4 -5 5 14 8 -9 9 10 12 -13 -14 -15 15 16 17 -19 20 -21 21 22 25 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00051219809350882986 0.011375918652813781 0.034274275125834475 0.035844587209809216 -0.042537221663351665 -0.10515830103515988 0.042638578479520212 0.037727588769464519 0.037608244187560064 -0.022912013753149985 0.05797462328441353 -0.024102484838828361 -0.1026662860837486 0.021444182498744774 -0.068352673183704318 -0.036858753633997342 0.10147591913270182 -0.024390740167884353 0.00036613875745618047 -0.029340102422004591 0.078021219960550892 0.026889815554628528 -0.067006616119165016 0.0011328136492330979 -0.037703574583956553 0.024504697690627596 -0.04647658807899905 0.031831858683556993 -0.018203329299467566 0.029159472573797141 -0.038057497357060821
leaf_weight=0.51232787092985788 0.78625655047653598 0.36100152634702443 0.46917170635424454 0.69569949436959178 0.10037822503363614 0.086012057960032418 0.029223790635287128 0.25577445820624678 0.42060704605971466 0.10811164775441284 0.19756532566523133 0.05927110936875124 0.16799356929485043 0.034893445204943419 0.12617425043238029 0.09302711658528906 0.35692573838262731 9.1841635021322805 0.41331697690078761 0.11055032373405993 0.5258420172531254 0.15529044735012609 2.1579773209609217 0.28692184912324592 0.37465997368576609 0.22239422403335662 0.48308567570370531 0.28573913453601563 0.24297604806518791 0.17458886102699711
leaf_count=124 33 12 12 31 11 3 43 8 27 17 24 9 37 4 7 6 27 1915 35 12 35 7 263 26 18 36 20 36 9 53
internal_value=-6.08964e-06 0.00147157 -0.000947507 -0.0139334 0.000900116 -0.000748168 -0.000168777 0.00172182 -0.0116897 -0.00506392 0.0107847 -0.0597112 -0.00317139 -0.0200027 0.000316242 -5.67215e-05 0.00042526 -0.000559999 0.000178039 0.0134262 -0.00137227 0.00152064 -0.00206345 -0.0128048 -0.00373848 0.000764058 0.00396984 -0.0112533 0.00356269 -0.00180052
internal_weight=19.4779 7.58011 11.8978 1.48196 10.4159 9.94668 7.21911 6.20145 1.01767 0.894278 0.473671 0.123388 0.365559 0.0641172 9.8463 9.76029 9.63412 9.54109 5.94567 0.622878 5.32279 4.24789 3.72205 1.0749 0.787977 3.56676 2.81565 0.751109 0.528715 2.33257
internal_count=2900 855 2045 64 1981 1969 843 682 161 105 78 56 61 47 1958 1955 1948 1942 674 136 538 459 424 79 53 417 336 81 45 316
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 2 1 1 0 1 1 2 2 0 1 2 2 2 1 1 1 1 1 2 0 0 1 1 1
split_gain=0.00251923 0.02416 0.0544914 0.0101405 0.0818624 0.0504132 0.0223238 0.0410274 0.0139004 0.0111171 0.0246963 0.0325989 0.0146682 0.107709 0.0505207 0.0490027 0.0288571 0.0307378 0.0314795 0.0253983 0.0194244 0.0138846 0.0174857 0.0387558 0.0103126 0.00720096 0.0632573 0.0955305 0.0369334 0.0975467
threshold=0.34458549145000011 0.47851860725000006 0.47739588635000008 0.47670728420000003 0.47577916830000005 0.3447651268000001 43.968221017800005 0.35675578575000005 0.3447651268000001 0.48101853240000009 0.34494476210000008 0.34503457980000002 42.072181850200003 42.686561923500008 0.48041974790000003 0.34545372890000009 41.468518788800004 40.621691032550004 40.166811829450005 0.34515433670000012 0.34587287805000005 0.34542378970000004 0.34554354660000003 0.34569324270000007 40.982542372850013 0.48181192180000004 0.48271009850000007 0.34581299960000006 0.3459626957000001 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -5 12 -11 -12 14 15 16 -14 17 18 -10 -15 -21 -13 -23 -24 -9 -25 -27 -28 -29 -30
right_child=3 -3 -4 8 -6 6 -8 24 9 10 11 21 13 19 -16 -17 -18 -19 -20 20 -22 22 23 25 -26 26 27 28 29 -31
leaf_value=0.0017575897878502147 0.050022204972803679 -0.027523016346202429 0.060920787402026888 -0.015812192122656065 -0.10328250891821232 -0.1011999644022261 0.015587680041545602 0.049440720330913089 -0.0073158575197191439 -0.037790270525380865 0.050321592211121424 -0.017112101676068064 -0.018129158822956154 0.040273124386968839 0.041645532680352072 -0.10440526339313427 0.024832348921164579 -0.01978363510136924 0.038428808889247185 0.014155138282917347 -0.0261928035184609 0.025093426958472734 -0.049648084493529004 -0.011817771107798998 -0.024873671058160306 0.055485431540595223 -0.078573076715766174 0.029015930019894505 -0.10475721593363055 0.00028960224403864641
leaf_weight=2.2586831802846836 0.1503972228292132 0.23845511261834751 0.16720109176821996 0.54000882536638961 0.085841584852050512 0.072893248683840617 0.091321442109801865 0.029498115196026409 0.3714072937145827 0.17841279529966314 0.12583077978342672 0.50269451769417983 0.13774190848243939 0.25466225034870149 0.41967419787033566 0.12610108383864826 0.44724656650578243 0.65627126373510691 0.2528473474085331 0.40796525913036419 0.16863948746669166 0.26833807780349062 0.15970179135911067 0.49587116641850926 0.050886431636925522 0.20528253776512784 0.15467674285173316 0.43805379304103453 0.089200688991694643 9.8339643143801858
leaf_count=355 10 20 10 17 33 60 11 26 34 10 4 28 23 17 18 28 27 32 12 35 25 12 11 18 30 9 7 11 9 1958
internal_value=-5.96361e-06 0.00284981 0.00583534 -0.000461157 -0.0147729 0.00446225 -0.0235513 -0.0468699 -3.72703e-05 0.000505503 -0.000852637 -0.000315701 0.00572101 -0.00369739 0.010524 -0.0593639 0.00296463 -0.00467306 0.0112125 0.0139711 0.00235458 -0.000840219 -0.000137795 -0.000732912 0.00239692 -3.64863e-05 0.000508416 -0.000564799 0.000599742 -0.000654678
internal_weight=19.3798 2.66434 2.42588 16.7154 0.480838 0.394996 0.244599 0.153278 16.2346 15.6946 12.452 12.2736 3.24256 1.09511 2.14745 0.263843 1.72777 1.28053 0.624255 0.831267 0.576605 12.1478 11.6451 11.3768 0.0803845 11.217 10.7212 10.5159 10.3612 9.92317
internal_count=2900 385 365 2515 170 137 127 116 2345 2328 2077 2067 251 128 123 51 105 78 46 77 60 2063 2035 2023 56 2012 1994 1985 1978 1967
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 1 1 1 2 0 1 0 1 1 2 1 1 0 0 0 0 2 2 0 0 1 2 2
split_gain=0.00211069 0.0327699 0.0228163 0.0203034 0.0388132 0.016458 0.0276411 0.0292812 0.047714 0.0201087 0.0212864 0.00905157 0.106315 0.0524746 0.0589553 0.0933235 0.0337695 0.183363 0.0660086 0.0582976 0.0693608 0.0276487 0.0928398 0.0202385 0.055359 0.0380797 0.0628749 0.103363 0.0172192 0.0334273
threshold=40.79983011445001 40.878805547300004 40.982542372850013 41.134354310300004 41.169697216150006 40.337496327150006 40.496232821400007 0.34515433670000012 0.3459626957000001 0.38185982460000006 40.660558922250004 0.48271009850000007 0.34500464060000008 0.48320409570000006 0.34566330350000002 0.34581299960000006 41.532441862050007 0.34608245260000009 0.37027334510000004 0.4901499955000001 0.49128768600000011 0.47997065955000012 0.47943175355000006 41.621607100200002 41.792045663550006 0.49588335680000006 0.49678153350000009 0.34829795515000012 42.102795028150005 41.986601436450009
decision_type=2 2 2 2 2 2 2 2 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 -1 -7 -8 -9 -10 -11 21 -13 -14 -15 -16 18 -18 -17 -19 -21 22 -6 -22 -25 -26 -27 -28 29 -29
right_child=1 2 3 4 11 6 7 8 9 10 -12 12 13 14 15 16 17 19 -20 20 23 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.00071102029798356266 -0.040512646289637869 0.035943605383821228 -0.021756863331290285 0.045634962338286296 0.0018400461399046915 0.044197434502366281 -0.026116263460866138 0.046315275805694847 -0.031295112253942818 -0.020337652226314399 0.036502361839242152 -0.085291171629147081 -0.058215508960866025 0.035650913328881935 -0.10446523224555299 -0.05585603280523968 0.1017521306951458 -0.042163796318652122 0.011645234101425702 0.077671443275307783 0.037317565488929179 0.013408136641509244 -0.060359514108450897 -0.10164335016771697 -0.035436989245649135 0.064819586473915669 -0.10786138550782337 -0.0043809110923330487 -0.00011116334824101937 0.063247661210939665
leaf_weight=6.4752542499298515 0.20476119515939117 0.17248852173449236 0.44016100072922348 0.18443095835391332 3.5565372911801156 0.21874699392833441 0.23232761324042883 0.28879760281415656 0.18301605742271931 0.11686064863260981 0.15104516984564498 0.15459758664656043 0.15597677789628406 0.43948692302728964 0.088386855626595096 0.29909609595779352 0.17828598851338062 0.33049207751896847 0.28094960582788187 0.11650765966624055 0.13290115579729622 1.5706159940530708 0.25733481675024439 0.055350261811612067 0.28579085270565485 0.15483230724930797 0.087115580390673908 0.1649209297526365 2.1755909252892769 0.13125454111796842
leaf_count=1080 24 24 46 11 469 36 17 8 14 24 21 9 5 19 7 11 5 27 50 4 21 72 22 27 20 4 4 39 757 23
internal_value=-1.19726e-05 -0.000861814 -0.000150443 -0.00070431 0.000153665 0.00127596 0.0120807 0.0048532 0.0145799 -0.00574528 0.0117087 -0.000636477 -0.00359884 -0.00111123 0.000698766 -0.0027289 -0.000682016 0.00273756 -0.0231613 -0.00211913 0.00188613 0.00224174 -0.00235677 -0.000883711 -0.00254565 -0.00071699 0.0029395 -0.000804732 0.0029684 0.0255897
internal_weight=19.2839 11.6179 11.4131 11.2406 10.8005 7.66605 1.19079 0.972047 0.739719 0.450922 0.267906 10.616 5.23154 5.07694 4.92096 4.48147 4.39309 3.81304 0.580046 3.63476 3.30426 5.38449 3.81387 3.18776 3.05486 2.99951 2.71371 2.55888 2.47177 0.296175
internal_count=2900 1700 1676 1652 1606 1200 120 84 67 59 45 1595 1032 1023 1018 999 992 931 61 926 899 563 491 895 874 847 827 823 819 62
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 2 2 0 0 0 0 2 0 2 2 2 0 1 1 0 2 0 2 1 2 2 2 2 1 0
split_gain=0.00212444 0.0123295 0.0223123 0.0205854 0.022285 0.0413516 0.027181 0.0243025 0.018543 0.0228566 0.015747 0.0117014 0.0306218 0.00988906 0.0134757 0.0150609 0.0269241 0.0402535 0.0132348 0.00974315 0.0879208 0.0379899 0.0111212 0.0238475 0.00921897 0.00805511 0.0200273 0.0109229 0.00730518 0.00641556
threshold=39.039757512550004 0.45280081435000008 37.663157789700008 38.771633980050005 0.54679500610000009 38.592454371550012 38.386256906100009 0.55041765215000005 0.50579323975000012 0.51484985480000012 0.54095685760000012 37.020641110850008 0.47778509625000004 38.115457128050004 37.360990606650006 37.064694648750013 0.51929582950000019 0.38780276035000005 0.39584144190000009 0.49967066855000003 36.514114975300011 0.49850303880000008 35.337501601400007 0.34392682850000006 36.735256530150004 39.268993001500007 39.420767558750008 39.56957118270001 0.33672644530000007 0.50300889195000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 4 5 8 7 -6 11 -10 13 19 -13 14 15 16 -11 -18 -19 20 21 22 23 28 -3 -2 -27 -28 -1 -29
right_child=25 2 -4 -5 6 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.010362493260309314 -0.0090789184229271725 -0.1004410930495445 -0.079276813661643838 0.027813692868045737 0.10033819337014359 -0.052976174408534152 0.084315758241505417 -0.05767187947022933 -0.058166014145911972 -0.068307478367489446 -0.049509501418191215 0.00015491824107472196 0.051680336938221799 0.025566464674579271 -0.035765755649650767 0.040058267480918633 0.07171127099502958 -0.089276424930534698 0.0050392392829078873 0.0082305364497676347 -0.10538153223646232 0.10041095027990672 0.021637001206923252 -0.077253888306095267 0.050797213975506073 0.025942031998615295 -0.014073397508747781 -0.0012345174803528179 0.08212929225870351 0.003352663176646513
leaf_weight=0.018094480017406087 1.0141975187943941 0.0047283053170650282 0.048016147283529098 0.31253675770130929 0.013475823136003318 0.14676186889480636 0.067536120695876889 0.035053054192051347 0.092377321632056808 0.055997970315047496 0.068582065324193309 0.28581429674490122 0.19338259748474229 0.1280326660161677 0.11149581987515944 0.085994035191106377 0.062231897627498256 0.03052181649275898 0.029028174668070506 0.71906512032728642 0.076672695395725743 0.045553854333775234 0.090001844154301125 0.04534035420252859 0.027310547135623198 0.29465771993272838 0.56102415150040386 10.119006921945035 0.016170871711665313 4.3637017318777085
leaf_count=41 48 149 58 32 5 16 8 94 19 8 24 36 25 24 24 7 13 24 29 21 10 7 25 38 34 24 36 868 9 1144
internal_value=-1.12647e-05 0.00252886 -0.0361524 0.00366327 0.000540673 -0.00161574 0.043294 -0.0137946 0.0018831 -0.0120122 -0.00455692 0.00807741 0.0209483 0.0015685 -0.006619 0.00570118 -0.0109177 0.0154713 -0.0433014 0.00197622 -0.0134341 0.0193313 -0.00244535 -0.0296728 0.0284774 -0.00044772 0.000122988 -0.000382723 0.0332872 0.00014762
internal_weight=19.1624 2.80978 0.080055 2.72972 2.41718 2.30112 0.116065 0.0485289 2.15436 0.664262 0.571884 1.4901 0.479197 0.503302 0.37527 0.263774 0.17778 0.121782 0.05955 1.0109 0.291834 0.215161 0.169608 0.0796057 0.0320389 16.3526 15.3384 15.0437 0.0342654 14.4827
internal_count=2900 780 241 539 507 400 107 99 384 172 153 212 61 129 105 81 74 66 53 151 130 120 113 88 183 2120 2072 2048 50 2012
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 1 1 1 2 2 2 0 0 0 1 1 0 0 2 2 2 2 0 0 2 2 2 0 1 2
split_gain=0.00265539 0.011381 0.0105644 0.00429558 0.00503884 0.00383959 0.0067817 0.00249205 0.00203845 0.0176011 0.00351643 0.00604903 0.00950315 0.00629998 0.0050429 0.00314188 0.0179575 0.0105028 0.0421195 0.0244011 0.0354952 0.033654 0.0070277 0.00748169 0.0274085 0.0842243 0.0239706 0.0298195 0.0227842 0.0171381
threshold=34.542090938800008 33.96174662340001 0.38906020780000011 33.151194885250007 0.52029879345000019 0.39458399450000009 0.43166372265000008 0.33960061075000009 49.275256100300005 49.49736495185001 52.932444045400004 0.5810754169000002 0.61532588845000014 0.5726475255500002 0.49994012155000006 0.32600820335000008 0.42646926740000007 0.47305469895000007 38.175120519550006 42.131954243650007 38.994321257850011 43.673409002000007 0.47512050540000011 0.47727612945000003 42.541806567400009 42.718072821900002 43.968221017800005 0.4755546241000001 0.34392682850000006 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 -1 15 -10 11 13 -13 -11 -12 16 -2 18 -17 20 -20 -21 -19 24 29 -26 27 -27 -25 -24
right_child=8 -3 5 -5 -6 6 -8 -9 9 10 14 12 -14 -15 -16 17 -18 22 19 21 -22 -23 23 28 25 26 -28 -29 -30 -31
leaf_value=-0.032704859889639386 -0.00049245121758050719 0.064891947714520698 0.10022413388155582 0.0050515225371082356 0.0066052556032188603 -0.10028297115909522 0.071895373113084124 -0.10088459404570836 -0.10148045564331352 0.001326153778078123 -0.10102308476662213 -0.10036802612129681 0.0044481598689431658 0.055447506407028974 0.013807166872203548 0.037464129178297473 0.029686772872982339 0.01278233197644749 -0.011221028043403495 0.054346033539448425 -0.10198751946433704 -0.046745684075678279 -0.0076157228785944109 0.062338413417616811 0.081239725626138237 -0.00059336877947389086 0.0082310411342547407 -0.10269723357167045 -3.2647958731785646e-05 -0.043243182306737654
leaf_weight=0.0084196331100371193 1.1889602402421022 0.032778753257324544 0.010184826795011759 0.024573692358777433 0.010792376144308946 0.0034639384932489484 0.006736321956014403 0.01475756725361157 0.019088441512363497 0.067005762517645451 0.0078704754692555112 0.01234007155881045 0.028925552921350572 0.031675579448574354 0.0074394111346407507 0.10858983629988012 0.2363611787877743 0.42033919260506181 0.080523252426280223 0.058083383993105697 0.092664859826939505 0.076046463608889781 0.30835567453778545 0.058789922133427264 0.11881528675621666 0.053995615802705288 0.12816524919543326 0.060823798829360731 15.591891044517121 0.24018855779544879
leaf_count=37 178 36 2 13 6 17 118 23 22 48 43 30 51 14 11 28 32 35 9 25 47 21 25 9 6 4 19 37 1927 27
internal_value=-1.08974e-05 0.0153618 -0.0052079 -0.0267965 -0.0498354 0.0567916 0.0134248 -0.0761168 -0.000101293 -0.0108645 0.000276485 0.0052542 -0.0268961 0.0186985 -0.0452245 -1.59825e-06 0.00451217 -0.000371402 -0.0160714 -0.034988 -0.0597859 -0.00296908 1.31234e-05 -0.000310975 -0.0091239 0.0122415 -0.0214974 -0.0546813 0.000201642 -0.0232158
internal_weight=19.1086 0.111707 0.0789284 0.0585433 0.0339696 0.0203851 0.0102003 0.0231772 18.9969 0.174345 0.155257 0.139947 0.0412656 0.0986813 0.0153099 18.8226 1.42532 17.3973 0.415908 0.307318 0.173188 0.13413 16.9814 16.561 0.910344 0.3618 0.242985 0.114819 15.6507 0.548544
internal_count=2900 252 216 79 66 137 135 60 2648 219 197 143 81 62 54 2429 210 2219 130 102 56 46 2089 2054 118 66 60 41 1936 52
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 1 1 2 1 0 1 1 1 1 1 0 1 1 2 1 2 1 1 1 0 0 0
split_gain=0.00224425 0.00965434 0.00971866 0.00870972 0.0167857 0.00860981 0.00357602 0.00597529 0.00189394 0.0262267 0.0283169 0.0198303 0.0214036 0.0220666 0.0523417 0.0186293 0.016272 0.0209139 0.0185972 0.0310077 0.0189426 0.0141243 0.0269375 0.0137472 0.0131667 0.0238945 0.0233685 0.0210171 0.0190084 0.036108
threshold=34.542090938800008 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.33960061075000009 0.39458399450000009 0.43166372265000008 0.39167988980000007 0.39458399450000009 40.496232821400007 0.39513787010000007 0.53484925600000011 0.40367054880000008 0.41753240920000007 0.39971857130000005 0.41640968835000008 0.41865513010000005 0.52682554415000016 0.39904493880000008 0.39772761295000009 38.238138001450004 0.44751654140000008 38.771633980050005 0.39024280710000009 0.38906020780000011 0.38733870245000007 0.51700547890000015 0.51401155655000019 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -6 -8 24 10 -10 -11 16 15 -15 -14 18 -18 19 -13 -20 22 -16 -23 25 26 27 28 29 -2
right_child=8 -3 3 4 6 -7 7 -9 9 11 -12 12 13 14 21 -17 17 -19 20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018824942939496755 0.00062307980935169126 0.060972550103917979 0.10014447168228591 -0.10090022829082464 0.10020276712856127 -0.083856044600752896 -0.10025598551123627 0.068226732723458958 0.0034399894482240964 0.044187471384354124 -0.10132298926161312 -0.052528280799764793 -0.0033883866181099588 -0.10082211562363202 -0.10082218957112375 0.044168739741459608 0.097407083936477623 -0.032909298196231028 -0.012618685484360421 0.053176143325827624 -0.080428910475891874 0.030172007412617188 0.013246576408970102 -0.0008746167236901828 0.011679563650141486 -0.02090057234049731 0.030819170139901448 -0.028079616040538581 0.021083828426841644 -0.032959978938496205
leaf_weight=0.0133121359128913 12.339591966159785 0.031468163268558613 0.011855820077471439 0.010759492171928287 0.0092174774035811424 0.02112452547738166 0.0031351017604688992 0.0064063696113646294 0.048988543726120048 0.095880448618402503 0.054508317985074939 0.059247241132539097 0.13958923725977035 0.052861116165239141 0.039521642760283082 0.20094234609496198 0.022805832446493923 0.026771739669939509 0.065600321891366775 0.05220328517307693 0.11073308918986413 0.15067982552751535 0.04347703043870571 2.6669510762735529 0.97003283091015724 0.54472828934172035 0.24887955613667223 0.26330972195087632 0.4319575766287479 0.32868466741229063
leaf_count=38 1040 36 4 3 2 34 17 118 21 11 56 23 29 49 61 25 9 71 36 24 64 39 104 749 48 22 21 62 26 58
internal_value=-1.25976e-05 0.0144103 -0.0049171 0.0277479 -0.00132953 -0.0441628 0.0557808 0.0128673 -9.42139e-05 -0.00208042 -0.0517351 -0.000701629 -0.00188685 0.000570073 -0.0022091 0.0246743 -0.0258764 0.0270366 -0.0349919 -0.00301646 -0.0552019 -0.000411974 -0.0410698 0.000785679 0.000408766 -0.000363497 0.000458335 -0.000107098 0.000455139 -0.000248249
internal_weight=19.0652 0.107279 0.0758109 0.0413743 0.0295184 0.0344367 0.0187589 0.00954147 18.9579 3.83076 0.103497 3.72726 3.63138 3.29402 2.95349 0.340532 0.337362 0.0495776 0.287784 0.111451 0.176333 2.90063 0.0829987 2.81763 15.1272 14.1572 13.6124 13.3635 13.1002 12.6683
internal_count=2900 252 216 144 140 72 137 135 2648 1371 77 1294 1283 1056 1002 54 227 80 147 47 100 953 165 788 1277 1229 1207 1186 1124 1098
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 2 0 2 2 2 2 1 1 1 2 2 0 1 0 0 2 1 2 1 0 1 1 2
split_gain=0.00178115 0.0159978 0.0143069 0.0165999 0.0104042 0.00449613 0.00377566 0.00676201 0.00300521 0.0573213 0.0210387 0.0102012 0.00569466 0.0678677 0.0459492 0.0390736 0.00618886 0.0288679 0.0246621 0.0467444 0.0216294 0.0363899 0.0244195 0.0350561 0.0240768 0.0126799 0.0104254 0.0140974 0.00661029 0.0196221
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.55671985870000007 50.264779514000004 0.61532588845000014 51.307674290650006 0.39614083410000006 48.461603274950008 48.315732392000008 44.921040431000009 48.852845034800005 0.31100865245000009 0.31123319660000009 0.31728091975000011 44.269496632500008 44.086690780350004 0.47727612945000003 0.34506451900000007 0.54191491270000014 0.47943175355000006 45.027406014450008 0.37668033890000002 45.90502654165001 0.44578006650000007 0.6003263375500002 0.50140714350000015 0.34392682850000006 38.115457128050004
decision_type=2 2 2 2 2 2 2 2 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 7 -7 9 10 11 -1 13 -10 -15 -16 17 28 -18 -20 21 -21 -23 -24 -25 -22 -27 -28 29 -17
right_child=1 2 3 4 5 6 -8 -9 12 -11 -12 -13 -14 14 15 16 18 -19 19 20 25 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.10034586744703906 -0.10133888872827435 -0.1009705475721679 0.080429669668512505 -0.1003915278086361 0.034001067897743639 -0.10050669975533316 0.012480365261804464 -0.0060884749904641716 -0.092390680863465538 -0.063078061679497741 0.10204174051110422 0.03771835730672881 0.0076167202378905428 0.054808286726966526 -0.061068976410452475 0.04241724181006587 -0.056249439789552949 0.043032541561898473 0.084422804247052119 0.013340965649311263 0.043875599552473624 -0.10362726115769041 0.082212022174472682 0.019386983943167166 -0.10111896216912009 -0.031640073430621744 0.037647672216862792 -0.027737788856420531 -0.00052337296610704585 0.00025145396309648489
leaf_weight=0.0082129973072458951 0.01730156733288285 0.01282298396108672 0.026631235843524337 0.010858409507089106 0.031482993367717427 0.010723372932261555 0.034197549474924926 0.025918638772111535 0.07988992379388804 0.055659116318565793 0.056638177484273911 0.015361235098680481 0.92554190976079453 0.15157684497362112 0.10582154322389925 0.14350879726017041 0.09638880058869892 0.15642742506374219 0.057019515003048582 0.1142000449472107 0.075072087401927945 0.072423291136994639 0.022592642880226776 0.02512550342244424 0.048747446939444217 0.083328134724524716 0.087507340317642957 0.052912924388010651 15.929661057694302 0.47783746217594114
leaf_count=115 22 3 3 58 32 13 37 51 24 5 1 8 42 7 28 41 31 28 5 7 27 36 18 21 47 19 16 41 2043 71
internal_value=-1.50162e-05 -0.010207 0.000123058 0.00939494 -0.00731938 0.00255738 -0.011417 -0.0337202 7.69081e-05 0.0148953 0.0690008 -0.0103817 -3.07282e-05 -0.000428817 -1.37455e-05 -0.000487274 -0.000119738 0.000275429 -0.00909847 -0.00198528 -0.0104521 -0.03026 -0.0597424 -0.026795 -0.0601327 0.00831297 -0.00361901 0.0130092 -0.000128678 0.00999025
internal_weight=19.0114 0.169937 0.152635 0.139812 0.113181 0.102323 0.0708396 0.036642 18.8415 0.135872 0.0802124 0.0235742 18.7056 17.78 17.7002 17.5486 17.4428 16.7074 0.735318 0.638929 0.581909 0.283089 0.168889 0.0964656 0.073873 0.29882 0.223748 0.14042 16.551 0.621346
internal_count=2900 219 197 194 191 133 101 64 2681 129 124 123 2552 2510 2486 2479 2451 2183 268 237 232 129 122 86 68 103 76 57 2155 112
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 2 2 1 0 2 0 0 2 2 1 0 2 0 2 2 2 0 1 2 0 1 1 0 0
split_gain=0.00185072 0.0130709 0.0291158 0.0120276 0.0121409 0.00797591 0.0448375 0.0360943 0.00761485 0.0593708 0.0349735 0.0153432 0.019914 0.0286379 0.038858 0.0242104 0.0683208 0.016658 0.0339058 0.0276713 0.0132584 0.0152727 0.00768386 0.0273313 0.0491663 0.0135547 0.0188525 0.0551021 0.0511954 0.0644701
threshold=0.54679500610000009 0.42067602765000006 0.40367054880000008 0.54317236010000014 41.028010303750008 0.53905571685000009 41.966555987550002 39.749124837650008 0.39971857130000005 0.53592706805000012 43.968221017800005 0.52803808270000008 0.52266399210000014 38.238138001450004 39.420767558750008 0.39024280710000009 0.52428071015000011 43.633733172900008 0.5317655160000001 40.496232821400007 44.215931556700006 45.33565396960001 0.51700547890000015 0.39024280710000009 39.344049039350004 0.51401155655000019 0.37138109635000011 0.38185982460000006 0.50300889195000009 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 11 10 -10 12 22 -14 -15 -16 -17 18 19 -13 -12 -22 25 24 -24 26 28 -28 -1 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 20 17 13 14 15 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00065945058418342614 0.022807069774931629 -0.0013039787748733963 -0.10256096622987612 0.0032598003303114537 0.034101352937850701 0.0019470432434643939 0.025430017005716416 -0.065827824589815453 -0.10086808197138285 0.062568775758252398 0.05683780748932047 0.020909921890000627 -0.03665301269874182 0.059756332996576546 -0.024315954267738707 0.088143380037726801 -0.025934869700000404 0.0061288478560852016 -0.093694399773171566 -0.057825950014952769 -0.10159360125596351 0.0098651529284715066 -0.051347552766269226 0.0063770551991474385 0.0034592448066904633 0.017653191774523583 -0.048861541228621026 0.029689263248587949 0.073810010415385249 -0.0067241174996816857
leaf_weight=11.933708920356855 0.034761435296871458 1.9533449426168119 0.0396605401132323 0.33566308172862491 0.20595204455611338 0.14197617867762424 0.19410139455556674 0.17597089077389683 0.046134333139347977 0.1399921452111812 0.032763427009399493 0.10600576968704523 0.085212561403271603 0.2098628375215732 0.15445180358869948 0.099255300534423441 0.11144378797220611 0.1611176968849577 0.070894810408390185 0.077100903632072004 0.017277142903678572 0.042623058319190221 0.30662863008183128 0.69210077628081867 0.35110295169249639 0.44149177141753249 0.25811755307313511 0.13654485028162355 0.21040341189655087 0.18841962448618688
leaf_count=1064 37 975 51 39 28 28 26 15 50 20 11 22 37 18 24 9 46 24 27 28 19 67 26 15 30 29 60 25 36 14
internal_value=-1.6204e-05 -0.00287111 -0.0440034 0.000325812 0.0149875 -0.000158845 -0.0124429 -0.0355636 0.000237434 0.0166186 -0.029727 -5.54308e-05 0.00046331 0.0174487 0.0254662 0.00575865 0.0278047 -0.0190231 -0.0349774 -0.0122435 0.00569195 -0.0222831 -0.000309098 -0.00749464 -0.0220912 0.000427443 -0.000170098 -0.0216846 0.000518404 0.0357625
internal_weight=18.9541 2.02777 0.074422 16.9263 0.541615 16.3847 0.512048 0.317947 15.8727 0.27879 0.138798 15.5939 15.1787 0.660226 0.575014 0.365151 0.210699 0.415119 0.254001 0.183107 0.0926636 0.0599002 14.5185 1.34983 0.657732 13.1687 12.7272 0.394662 12.3325 0.398823
internal_count=2900 1063 88 1837 67 1770 69 43 1701 167 147 1534 1433 134 97 79 55 101 77 50 97 86 1299 71 56 1228 1199 85 1114 50
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 0 0 2 2 1 2 0 0 2 2 0 2 2 2 1 1 2 1 2 2 0 0 0 0
split_gain=0.00193824 0.00887345 0.0515504 0.0588564 0.0180894 0.0128771 0.0473695 0.0416727 0.0192239 0.0118274 0.00910503 0.0070517 0.0186705 0.0345162 0.0136856 0.0110349 0.00929666 0.00646024 0.0180687 0.00979788 0.0207344 0.0672443 0.043409 0.00900275 0.00756935 0.0271786 0.0230227 0.0641912 0.0297564 0.0582097
threshold=37.858673296900008 37.186372654950006 0.52266399210000014 0.39458399450000009 0.39724858540000008 0.51929582950000019 0.50300889195000009 0.52975958800000011 34.997818021800008 36.514114975300011 0.45280081435000008 38.703421923500009 0.4901499955000001 0.52215502530000013 38.441102963850007 38.994321257850011 0.52161611930000007 39.268993001500007 39.420767558750008 39.788107623550012 0.34524415440000006 0.36927038110000004 39.646013290900008 0.39051226010000012 40.79983011445001 40.878805547300004 0.54384599265000022 0.54585192060000021 0.47976108500000009 0.47814436690000012
decision_type=2 2 2 2 2 2 2 2 2 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 9 -9 -7 -6 12 -2 -14 -15 16 -13 23 -19 20 -20 -22 -23 -17 26 -26 28 -28 29 -21
right_child=11 2 3 4 10 7 -8 8 -10 -11 -12 15 13 14 -16 17 -18 18 19 24 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0037972482787727332 0.00867166423239547 0.061861058004105032 -0.10245703096718915 0.10047437755679223 -0.033282329675713485 0.026001089273923497 -0.056625678062846421 0.032598412167171797 -0.081084045708033944 0.091279515682478884 0.051208543407841103 -0.00038438230820295091 -0.065302709280733728 0.013715075962381966 -0.040568173163804899 -0.020753670018433552 0.029833885391699011 0.024903669790027491 0.012240083335618315 0.014518284956801393 -0.071553337213745086 -0.026706646961424253 0.033806088893425366 -0.0011575987001458132 -0.037085168567606512 -7.0872876851122332e-05 -0.10242865884572575 0.0053010889617537554 0.01527209969719706 -0.053447789423363978
leaf_weight=1.0253468729052637 0.28394193405306867 0.14142420675489131 0.056467845561400054 0.025470443069934845 0.034044023149846225 0.050483094689725297 0.14854279467510867 0.023532898809729107 0.040430913743049766 0.061651246136591453 0.020395552940961403 0.18498749738501175 0.13650037942852575 0.16323594586349124 0.064913794222361432 0.36001956762266185 0.22642336470442359 0.29002372128888865 0.28927324878895788 0.32482344382898265 0.1823836209092633 0.27125644866598719 0.21057015143856006 0.67213262534488116 0.20195978331292863 11.177722103073531 0.072757472866214701 0.23064903596799802 1.7020380862014688 0.20588127388691646
leaf_count=154 28 27 8 2 30 34 27 170 97 10 29 17 18 63 23 19 31 24 16 33 15 28 25 41 24 1676 7 85 120 19
internal_value=-1.51429e-05 0.00328342 0.0195593 -0.0243077 0.0309159 -6.5849e-05 -0.00384861 0.0251504 -0.0392592 0.061891 -0.00162819 -0.000326384 -0.0105555 -0.0255272 -0.00172974 7.3218e-05 0.0162465 -0.00033773 0.00018348 -0.000298683 -0.0101053 -0.019837 -0.000261083 -0.0079928 0.000373244 -0.00072778 0.00531353 -0.0205327 0.00882577 -0.0118484
internal_weight=18.8793 1.62779 0.277802 0.136378 0.07991 1.34999 1.17389 0.176098 0.0639638 0.112134 0.0544396 17.2515 0.648592 0.36465 0.22815 16.6029 0.411411 16.1915 15.1593 14.8693 0.953483 0.66421 0.481827 1.03215 13.9158 11.3797 2.53615 0.303407 2.23274 0.530705
internal_count=2900 588 96 69 61 492 181 311 267 44 59 2312 132 104 86 2180 48 2132 2072 2048 84 68 53 60 1964 1700 264 92 172 52
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 1 1 1 0 0 0 1 1 1 2 0 2 2 1 2 1 0 0 0 0 0 1 1 1
split_gain=0.00191162 0.0047596 0.0120767 0.00829228 0.0101857 0.0271142 0.00558873 0.00375887 0.0199232 0.00528747 0.00328093 0.00263491 0.00188071 0.036405 0.0265661 0.0206794 0.0516938 0.0268882 0.0207192 0.0623834 0.031671 0.0194067 0.0420491 0.0337811 0.0262233 0.0162135 0.0156255 0.0156124 0.0585194 0.0325098
threshold=35.461062230100005 0.4942366995000001 0.34392682850000006 0.36449507500000006 35.131296350900008 0.49850303880000008 0.33263974130000007 0.38573695400000008 0.38906020780000011 0.54384599265000022 0.56793209785000009 0.56859076075000015 0.35585760905000008 0.35759408400000009 0.35877668335000007 40.532725462000009 0.48041974790000003 40.922041107600009 41.322103772800006 0.34521421515000011 41.395309858300003 0.36501901140000009 0.49850303880000008 0.50041914915000019 0.49678153350000009 0.49678153350000009 0.48759019190000008 0.36597706655000006 0.36927038110000004 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 -9 -10 -11 -12 15 -14 -15 16 -2 -17 19 -19 -20 22 26 24 -23 -22 -16 -25 -29 -30
right_child=12 3 -4 4 -6 7 -8 8 9 10 11 -13 13 14 21 17 -18 18 20 -21 25 23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.030435867780552475 -0.001528671758586099 0.10018763889991758 -0.10117716453480854 -0.10192865149019688 0.045959383530322473 0.045267426734496734 0.048007827615516807 -0.10073981198433997 0.06885185199853569 -0.10011060311506564 0.090602618550581659 -0.10001989088159086 -0.055940361727824919 0.043204572015498877 -0.023561362797365999 -0.021131473088309885 0.033352760568351215 -0.013126896896696771 -0.03173359923215946 0.040488202095063451 0.0010456050498000803 0.0005627300882503184 -0.070111884566213437 0.015880926710537407 -0.067963761508383153 -0.02190371891769069 0.031216217561499372 -0.074400432363253319 0.032873831158741394 -0.00077472434259254512
leaf_weight=0.017029988304109248 1.2654898479739465 0.011263871943810955 0.012897037240490059 0.023372742813080549 0.05519503916778587 0.034837064309613197 0.019461330228978113 0.01331799291074276 0.023335257563417144 0.0034285496178053628 0.002568004114436917 0.0010104550379745631 0.11999548755825529 0.13702470939460809 0.10787448156069235 0.63535414407334645 0.63959646439252527 0.41644328819370446 0.33122756317607116 0.4531781521613425 6.3972744909427934 0.098883230658130095 0.12696747044537915 0.64450788148678739 0.12829867020222574 0.32341127915901768 0.10067400068510324 0.10522839167970222 0.30093290691729624 6.261002511308587
leaf_count=37 140 3 36 3 18 16 14 4 16 27 2 136 17 17 36 34 41 28 12 28 560 41 16 6 17 20 9 25 30 1511
internal_value=-1.79067e-05 0.00929803 -0.0179984 0.0173069 0.0113631 -0.00738172 0.0113993 0.0207698 0.00122289 0.0459769 -0.0302029 0.0367762 -0.000126991 -0.00126778 -0.000448892 0.00075967 0.0101821 -0.00133812 0.000249425 0.0148131 -0.00154652 -0.00120852 -0.0247408 -0.000161219 -0.0381369 -5.8757e-05 0.00288178 0.00101873 -0.000417985 0.000768411
internal_weight=18.8111 0.217717 0.0493884 0.168329 0.157065 0.10187 0.0364913 0.0784973 0.0436603 0.0303423 0.00700701 0.00357846 18.5934 8.13139 8.01139 10.462 1.90509 8.55689 7.92153 0.869621 7.05191 7.87437 0.335516 7.53885 0.227182 6.72069 0.208548 7.31167 6.66716 6.56194
internal_count=2900 312 87 225 222 204 51 201 185 181 165 138 2588 1725 1708 863 181 682 648 56 592 1691 61 1630 58 580 45 1572 1566 1541
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 0 0 2 2 1 1 2 0 0 0 1 2 1 1 0 1 1 0 0 1 0 0 2 2
split_gain=0.00210722 0.0122849 0.0121815 0.0349903 0.0237374 0.0172295 0.0154272 0.0123687 0.0131111 0.00429618 0.00542592 0.00398398 0.00325515 0.00291162 0.00206619 0.0256662 0.0203217 0.0716253 0.0406329 0.0132493 0.0332204 0.017108 0.034428 0.0835791 0.0224604 0.0144083 0.0125112 0.0437588 0.0428474 0.0191718
threshold=36.625813070500008 0.42314601355000009 0.49967066855000003 0.50482021495000018 35.337501601400007 0.52161611930000007 0.52877159370000015 0.52975958800000011 34.997818021800008 34.394321486900004 0.43166372265000008 0.43625939340000008 34.542090938800008 0.41932876265000008 0.48218616210000004 0.48181192180000004 0.34581299960000006 41.495754733000005 0.3459626957000001 0.34744468730000005 0.49128768600000011 0.34988473400000003 0.35319301815000009 0.49967066855000003 0.5025747732000001 0.35877668335000007 0.52161611930000007 0.51700547890000015 39.646013290900008 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -4 12 -5 -7 -8 9 10 -9 -12 -3 -1 15 -2 17 -16 -18 -20 -21 -22 -23 -24 -25 -26 27 29 -29 -27
right_child=14 2 3 5 -6 6 7 8 -10 -11 11 -13 -14 -15 16 -17 18 -19 19 20 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.10060363603833121 -0.00020653593402158706 0.011208373072730133 -0.058647575828688181 0.050412450531812751 0.061417494637195064 -0.10074720445329594 0.10041227294845001 -0.1002594881337141 -0.10053561415793857 0.071507441517525111 0.087560947494431107 -0.10006221137833525 -0.030576804826375072 -0.020614454916728798 0.0085383224256484654 0.027595305294500945 0.030591505816451006 -0.036445635507475461 -0.014426121956886194 0.031344612409768428 -0.021563607511169081 0.038883134511113381 -0.062779735352402444 0.031352125262138403 0.034936405676065964 0.0093323393951844549 0.0015888832044053712 -0.078495986956660754 -0.005188485909308288 -0.013421693060984353
leaf_weight=0.012201479556630257 6.8990419546566466 0.033128909828792297 0.079010521556483582 0.09286437932314584 0.10310409563408029 0.01641165784142818 0.011810704134404659 0.004531595185357562 0.012378890348927862 0.01120047671887877 0.0047990275489269152 0.0014809908781400483 0.042638357874238864 0.0072573195031964124 0.76819173054900314 0.34884916450766912 0.43169899005442758 0.65641004154872462 0.66216506069758807 0.33044985199661958 0.38534904358675426 0.22148910815303668 0.21360962615074086 0.23111036213128944 0.11406297714074654 0.82517764552380934 5.2370563925473119 0.15873865978210222 0.16019253981118098 0.67172596991503486
leaf_count=52 743 41 15 29 14 23 1 17 60 23 9 121 10 5 33 12 12 31 36 27 15 17 36 21 13 29 1312 15 27 101
internal_value=-1.79153e-05 0.00687861 0.0105339 -0.00445935 0.0301891 0.023078 -0.0174629 0.0121212 -0.0182002 0.0281027 -0.0168633 0.0433146 -0.0123064 -0.070771 -0.00018089 0.0011316 -0.00104042 -0.0121888 0.000606611 -0.000798694 0.000256826 -0.000993151 1.88035e-05 -0.00111209 0.00066848 -0.000320966 -0.000891166 -0.00804389 -0.0416751 -0.000878388
internal_weight=18.7481 0.432818 0.41336 0.234488 0.178871 0.155478 0.0626133 0.0462017 0.034391 0.0220121 0.0108116 0.00628002 0.0757673 0.0194588 18.3153 7.24789 11.0674 1.4246 9.64283 9.21113 8.54896 8.21851 7.83316 7.61167 7.39806 7.16695 7.05289 1.81583 0.318931 1.4969
internal_count=2900 420 363 298 65 283 254 231 230 170 147 130 51 57 2480 755 1725 64 1661 1649 1613 1586 1571 1554 1518 1497 1484 172 42 130
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 0 0 0 0 0 1 1 0 1 1 1 0 0 2 1 0 1 1 2 0 1 0 0 2
split_gain=0.00180304 0.023567 0.0227061 0.0145877 0.00944813 0.0637095 0.0272714 0.0424625 0.0164781 0.0152888 0.0837698 0.0250137 0.0692558 0.0519402 0.0416702 0.0410475 0.0407062 0.0272222 0.0402668 0.017146 0.0358449 0.0334192 0.0188508 0.0110803 0.0300143 0.0134671 0.0349475 0.0203823 0.0294186 0.0121441
threshold=43.19689381845 43.082598263550004 0.50356276755000018 43.279086095950007 0.34479506600000004 0.34488488370000009 0.3972336157500001 0.4588185982500001 0.47727612945000003 0.48041974790000003 0.48119816770000007 0.34566330350000002 0.3465914194000001 0.49678153350000009 0.34829795515000012 0.35585760905000008 0.36106703390000006 0.5089817670000002 0.52290350590000012 43.933728833200007 0.38780276035000005 0.53592706805000012 0.39167988980000007 0.40621538280000008 48.919835655300012 0.5339660489000001 0.43590012275000006 0.55754318735000019 0.57811143375000007 44.611732354850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 -8 -7 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 21 -21 -20 -22 24 -24 29 -27 -28 -29 -25
right_child=3 2 -4 4 5 8 7 -9 9 10 11 12 13 14 15 16 17 18 19 20 22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=-5.2533585692423026e-06 0.040109462739621293 -0.059445244582159468 0.0037941491906260277 0.0018488270937097246 0.10134286065247222 -0.030006675015379753 0.00060613446394393636 -0.075687872298446243 0.020201554191836078 -0.10580277892621054 0.051303709702916117 -0.10450336396470122 0.081599315756458346 -0.10661684300009494 0.093604463152141409 -0.1024337946288174 0.061345412102971258 -0.10175034023586133 0.072347678316442357 -0.10196086617996143 0.058889804515848222 -0.0049988091301125829 -0.10133308560747079 0.10019327358356903 0.038371340993922753 -0.10102991709393348 0.076341828870051087 -0.10079736859365923 0.0040115165926516592 0.003603924312654971
leaf_weight=14.843033174812421 0.097667953073283242 0.13160209287698066 0.099857248742964089 1.0819262781903658 0.066628862172365522 0.14928201764721727 0.16889792156655414 0.12841442205956199 0.46803694951813657 0.071915495209395774 0.10715122404508259 0.059324541594833025 0.084866715463456921 0.035197988152503634 0.048764515086077043 0.037588986235277733 0.075404997414260766 0.038138547476944673 0.094492642852855968 0.036060005294984876 0.050918894320602703 0.13664030521709591 0.037455888871136267 0.024254438932985067 0.026090117880212205 0.035128061619841666 0.03457724451334343 0.028928482461196836 0.36074525642126787 0.028094963835898434
leaf_count=2031 22 34 21 80 2 45 41 18 24 3 4 4 22 1 5 5 31 46 16 21 8 41 22 5 27 29 10 21 208 53
internal_value=-1.81418e-05 -0.000499003 -0.0321622 0.00198838 0.000929122 0.00509557 -0.00552243 -0.0323466 0.00199616 0.00448471 -0.000582361 0.00490166 0.000994889 0.00615304 0.000479154 0.00392708 -0.000259604 0.00355459 -0.00112346 0.00317229 -0.00501199 0.0266223 0.000570918 -0.00459102 -0.0439746 0.000299591 -0.00517672 0.00275995 -0.00376925 0.0483555
internal_weight=18.6871 15.0745 0.231459 3.61259 3.51493 2.13569 1.37924 0.297312 2.06906 1.91978 1.45174 1.37982 1.27267 1.21335 1.12848 1.09328 1.04452 1.00693 0.931525 0.893386 0.662253 0.231133 0.626193 0.575274 0.063546 0.511728 0.459379 0.424251 0.389674 0.0523494
internal_count=2900 2086 55 814 792 653 139 59 651 606 582 579 575 571 549 548 543 538 507 461 404 57 383 375 49 326 268 239 229 58
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 0 0 0 0 0 2 1 1 0 2 2 2 2 0 1 2 1 0 0 2 2 1 1
split_gain=0.00176548 0.0111468 0.0124545 0.0105194 0.0174722 0.0138146 0.0161241 0.0175998 0.0059926 0.0106306 0.00879958 0.0101906 0.00413206 0.00488601 0.00354003 0.00292956 0.0027851 0.00582713 0.00214262 0.0246855 0.0822158 0.0259933 0.0152737 0.07953 0.0278718 0.0336737 0.0182806 0.0434426 0.011921 0.0102679
threshold=36.625813070500008 36.372781240150012 36.173488152900006 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.36597706655000006 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52161611930000007 0.53781323915000012 34.394321486900004 0.43166372265000008 0.43625939340000008 0.41932876265000008 35.337501601400007 34.542090938800008 41.678468725050003 41.558544840500012 0.48181192180000004 0.32600820335000008 41.919251152600005 0.3459626957000001 0.49320379630000005 0.52366695610000014 42.027086531450003 42.049402686800001 0.34632196640000007 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -7 -8 -9 -10 -11 -12 13 -13 -15 -1 17 -6 19 21 -21 -2 23 -20 -25 -26 28 -28 -24 -23
right_child=18 -3 -4 4 5 6 7 8 9 10 11 12 -14 14 -16 -17 -18 -19 22 20 -22 29 26 24 25 -27 27 -29 -30 -31
leaf_value=-0.10054734909375558 0.039853887219600405 0.040121811183175662 -0.054212103317735044 0.10050939013995869 -0.0060167302658741817 0.060402084197400036 -0.071799565056183637 0.10015714192437707 -0.10084609995641725 0.073166924416997361 -0.10027157004174146 -0.10023475094710987 0.073786730358534877 0.085337855192726131 -0.10005629442738698 -0.018627324237176043 -0.0053852248361004919 -0.06842883772505208 0.036806666838357052 -0.085346201282750722 0.014797674798936157 -0.009329125634622383 -0.049782257035564409 -0.058936150729986661 0.05419454619892481 -0.038258349920455084 0.061675197078164302 -0.00046981347560281746 -0.0074347382539695517 0.00037950788849618652
leaf_weight=0.011018460002627295 0.15918428403114404 0.079418084573497083 0.03959039854713442 0.019929299363866448 0.028018685576396696 0.064177617736277157 0.027569504056373262 0.0087472663726657629 0.0073766568394830747 0.023267753073014315 0.0086552757039433104 0.0041011331280086365 0.010292398233872839 0.0044498821035858782 0.0013401241521711887 0.0072297162653285332 0.040388454408912366 0.032095808390295133 0.54038738106717632 0.14270835971319762 0.1926470651861969 1.2531240128201648 0.11819943376513453 0.14442586305267469 0.069255619509931421 0.091372833454598901 0.1143582511380713 6.8751526125058282 0.15190701788594652 8.3348327447069721
leaf_count=48 33 24 24 2 37 13 14 2 4 10 26 16 50 9 121 5 7 8 32 14 30 76 19 13 6 37 11 1276 25 908
internal_value=-2.1031e-05 0.00640713 -0.00150881 0.00547759 0.0102652 0.00336068 0.021614 -0.00437067 0.0228749 0.0115102 0.0274164 -0.0094961 0.029431 -0.0167241 0.0424275 -0.0680916 -0.0256944 -0.0393393 -0.00016865 -0.0011418 -0.0278179 -0.000223994 0.00104192 0.0137626 -0.0270588 0.0016031 -0.000439499 0.000546967 -0.0259661 -0.000889388
internal_weight=18.6052 0.417667 0.338248 0.298658 0.28041 0.260481 0.159978 0.0958 0.0682305 0.0594832 0.0521066 0.0288388 0.0201835 0.00989114 0.00579001 0.0182482 0.100503 0.0601145 18.1876 10.0825 0.335355 9.74714 8.10506 0.845442 0.305054 0.160628 7.25962 6.98951 0.270106 9.58796
internal_count=2900 420 396 372 319 317 265 252 238 236 232 222 196 146 130 53 52 45 2480 1061 44 1017 1419 88 56 43 1331 1287 44 984
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 0 1 0 1 1 1 1 0 0 2 2 1 1 2 2 1 2 0 1 0 2 2 1
split_gain=0.00170751 0.0143819 0.00300843 0.00495779 0.0082582 0.00555503 0.00454438 0.00418895 0.00297003 0.0229733 0.0132392 0.0134803 0.0129199 0.0146512 0.0165184 0.00640947 0.0108195 0.0101117 0.00413585 0.00820546 0.0196715 0.00816512 0.00770084 0.0225056 0.0137924 0.0215924 0.0246929 0.0475362 0.066972 0.0168754
threshold=49.275256100300005 49.49736495185001 52.932444045400004 0.5810754169000002 0.61532588845000014 0.5726475255500002 0.49994012155000006 0.47648274005000008 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.49994012155000006 0.52041855035000018 0.59210802070000013 0.68186581240000022 0.63514565435000014 44.710446918150005 41.902916368500009 0.45664800455000004 0.45206730335000006 39.468990633150007 42.467547400400008 0.44286099220000008 41.986601436450009 0.55041765215000005 0.43967246490000006 0.56501302355000016 40.878805547300004 42.178283198950005 0.42829556000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 -5 7 -4 -3 18 -10 -11 15 -13 14 -14 16 17 -12 19 22 -21 -20 24 -24 29 26 27 -26 -29 -1
right_child=1 2 6 4 -6 -7 -8 -9 9 10 11 12 13 -15 -16 -17 -18 -19 21 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00011512003901951564 -0.10121200873564856 0.021563251374711514 -0.10092123325228182 -0.1003017405883142 0.0023712602177711219 0.052075351586322399 0.011015984825311895 -0.030725955686077545 -0.10051993662621078 -0.1018536516642943 0.05260761275552988 -0.076605673482409778 0.070725395986321438 -0.10136354982099059 -0.10047104560703918 -0.0038044774683075864 0.10019913088774453 -0.047382836317235597 0.027652832586760118 0.0050504324272594957 -0.05702420050516576 -0.0035052978941985235 -0.0072746521938667 0.04411023366377316 -0.10133893179775622 -0.06787172294846848 0.015692733251820995 0.045158678280952762 -0.062245040157302714 0.027981894010992055
leaf_weight=16.45090604030775 0.015694108790312855 0.037014847737737 0.0071012495832059042 0.010739358976707081 0.028954931418525121 0.030180929448988536 0.0074126857230680798 0.026140668647213761 0.02560367960492349 0.01192058766400883 0.029346160705416971 0.029843727363766406 0.028950432120338484 0.0096523854736648707 0.0069986103710450191 0.037171070305718201 0.025067270413273945 0.015431938877554785 0.1590530937143505 0.12919302165161539 0.084404721821375261 0.1784840968838286 0.19674727190769203 0.1503854626462271 0.067268869879684279 0.068175378241855711 0.24088553078496466 0.12212509030359797 0.11066703175317016 0.22021947913664774
leaf_count=1736 22 6 43 30 51 14 11 42 66 20 47 92 107 56 46 21 6 24 52 30 27 19 44 28 71 20 59 13 39 58
internal_value=-1.92678e-05 -0.0102017 -0.00052106 0.00419549 -0.0254071 0.0167849 -0.0437517 -7.97485e-05 7.10747e-05 -0.0114786 0.000249732 0.00692035 -0.0254519 0.00802547 0.0373966 0.0297424 0.0475957 0.0181478 0.000210843 3.37292e-06 -0.0194788 0.0111769 0.000239446 0.0149864 -5.67968e-05 -0.0148368 -0.00815287 -0.0272959 -0.00589997 0.00048323
internal_weight=18.5617 0.163239 0.147545 0.133031 0.0396943 0.0933364 0.0145139 0.0631555 18.3985 0.219986 0.194382 0.182462 0.0754452 0.0456014 0.035949 0.107016 0.0698454 0.0447781 18.1785 17.841 0.213598 0.337537 17.6274 0.347133 17.2802 0.609122 0.540947 0.300061 0.232792 16.6711
internal_count=2900 219 197 143 81 62 54 48 2681 485 419 399 301 209 153 98 77 71 2196 2125 57 71 2068 72 1996 202 182 123 52 1794
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 2 2 2 2 2 1 0 0 1 0 0 1 0 2 0 0 2 1 1 0 1 1 1
split_gain=0.00177556 0.0245854 0.00805426 0.00856238 0.0372775 0.107369 0.0372699 0.0124876 0.0262203 0.0464737 0.0152205 0.0115787 0.0156765 0.00982032 0.0241715 0.00799405 0.00769056 0.10185 0.0878202 0.0738585 0.0486049 0.0930068 0.0347439 0.0249466 0.0846084 0.0767237 0.0539663 0.021259 0.0336632 0.0255701
threshold=43.45354240915001 43.542456167850005 43.32600771660001 0.34458549145000011 0.48181192180000004 0.47851860725000006 0.47739588635000008 38.938637541200009 39.530201452500002 40.742467179200005 37.962710038050005 37.186372654950006 0.33960061075000009 0.43780126340000008 0.41932876265000008 0.31728091975000011 0.47943175355000006 0.47961138885000004 0.34500464060000008 0.47760546090000006 42.448133449100006 0.47715637260000004 0.47577916830000005 41.348489042950007 0.34521421515000011 0.34536391125000004 0.47715637260000004 0.3447052483500001 0.3447651268000001 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 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 7 10 -9 -10 11 12 15 14 -11 -1 18 -18 19 22 23 -22 -5 24 -20 -26 -25 -19 -29 -30
right_child=1 -3 -4 16 -6 -7 -8 8 9 13 -12 -13 -14 -15 -16 -17 17 27 20 -21 21 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=-0.042032591546953775 0.054717925056941598 0.0006579192044400199 -0.023990886067249098 0.023744967116379388 0.063695211197027771 -0.10422975908642251 0.056203630104226458 0.0563589672510336 -0.078340726033289995 0.055262261753658441 -0.030695053368251336 0.031043727131464922 -0.085258691134923736 0.026604759405107811 -0.055098537043774015 0.034970890395078946 0.080731929903692629 0.031424095985157385 0.060432090832033603 -0.080954207804155312 0.029889249064601661 -0.10261323371218573 -0.035793478428950504 -0.0061919114650501456 -0.10569704951356214 0.00020967374793368667 0.052229666684623421 -0.04289048491015602 0.033046612870372097 -0.0015522354390027449
leaf_weight=0.020268351319715786 0.086489856433062839 3.0765387939095792 0.14416632826104958 0.16819845096994757 0.10859376774169494 0.087205369032744673 0.1568863881402649 0.11180184525437653 0.061511335968930325 0.032067836783817305 0.18702693753816391 0.10813086206690059 0.024764481301416549 0.24284801587907623 0.052072687013151153 0.040263497597791797 0.1543075858062356 0.19832693412900049 0.15444442815535842 0.24071169204944454 0.10595008982348098 0.10594774647682925 0.23488699640938648 0.26580838186413303 0.093974575490704593 0.25139382788364689 0.39026536487472185 0.19409725349396367 0.21775498427450557 11.204805588543527
leaf_count=17 22 726 33 19 5 9 10 9 12 60 14 16 12 30 12 43 9 4 15 18 47 26 25 27 16 66 28 5 10 1555
internal_value=-2.13732e-05 0.00213614 -0.000465705 -0.000242788 0.00774413 0.00234256 0.0112991 0.00330039 0.013684 0.00140304 -0.0103542 0.00931367 -0.0182337 0.016404 -0.0130376 0.00918721 -0.000947421 1.40724e-05 -0.00666849 -0.0371238 0.00766639 -0.0363613 -0.0109494 0.0157376 -0.00109386 -0.0286075 0.0285602 -0.00104013 -0.00159438 -0.000892657
internal_weight=18.5215 3.16303 15.3585 15.2143 1.23344 1.12485 1.03764 0.880756 0.500302 0.3885 0.380454 0.193427 0.0852963 0.326989 0.0841405 0.0605318 13.9809 11.9693 2.01158 0.643797 1.36778 0.211898 0.403085 1.15589 0.499813 0.345368 0.656074 11.815 11.6167 11.4226
internal_count=2900 748 2152 2119 249 244 235 225 123 114 102 88 72 102 72 60 1870 1583 287 62 225 73 44 152 97 82 55 1574 1570 1565
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 1 1 0 0 2 2 0 2 0 2 2 2 1 2 2 2 2 1 0 0 0 2 2 1
split_gain=0.0017589 0.00334419 0.0114834 0.00759084 0.00971054 0.0208357 0.00395337 0.00276522 0.00433392 0.00241194 0.00177364 0.0191484 0.0191099 0.0117698 0.00934299 0.0391784 0.0264681 0.0286498 0.0281097 0.0355458 0.0335958 0.0413181 0.0253756 0.0230895 0.0134244 0.0133797 0.00928152 0.0608573 0.0234026 0.0369008
threshold=35.461062230100005 0.4942366995000001 0.34392682850000006 0.36449507500000006 35.131296350900008 0.49850303880000008 0.33263974130000007 0.38906020780000011 0.54384599265000022 0.56793209785000009 43.19689381845 43.082598263550004 0.50356276755000018 43.279086095950007 0.56501302355000016 42.508878681700004 42.428475018400007 42.406961525800007 0.43887907550000005 40.878805547300004 40.742467179200005 39.468990633150007 39.420767558750008 0.47536001915000009 0.56915960600000015 0.59219783840000007 0.55041765215000005 42.233786329550007 40.878805547300004 0.44705248345000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 -9 -10 11 14 -13 -12 26 16 17 18 -16 20 21 22 24 -21 -20 -25 -2 28 29 -28
right_child=10 3 -4 4 -6 7 -8 8 9 -11 13 12 -14 -15 15 -17 -18 -19 19 23 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.022676377161441497 -7.2502381077626423e-05 0.10016967931253969 -0.10108107269465319 -0.10157773423446759 0.04523155307390532 0.00099277142876903497 0.044647590649889435 0.065233691453834369 -0.10008487210694064 0.030642180487596211 0.036516581640290369 -0.055000369485457647 0.0033523619717800105 0.00092629865663015193 0.041578812721875406 0.06747825180481587 -0.088544015029257156 0.10059240851356351 0.038127575955241209 -0.10138272881749105 0.094441930929404394 -0.075428856471750405 0.10076335740186114 0.085839205626380366 -0.060769185688119648 -0.10016597437895983 -0.072575069102641929 -0.080938933184047795 0.024800216401483034 0.0034951945495293197
leaf_weight=0.015881916313717062 13.260551965960593 0.010158826829865575 0.011423268291778574 0.019223200622946024 0.051168413854176364 0.043371355894123546 0.019348069519537603 0.019356584586496695 0.0028064794460963462 0.0028391092293072609 0.095513507861910596 0.1277771270882021 0.10007897623852102 3.4212143931299739 0.10972634549734084 0.10530113356682236 0.031639457205869803 0.02992294542491436 0.027583243007324419 0.064122488433135061 0.034683109513480304 0.064354718151613977 0.032169664851835478 0.012242423336135122 0.02732050907411452 0.0056528458058290312 0.086088601749190086 0.1078913629391991 0.23917552905913908 0.24595316982619408
leaf_count=37 1187 3 36 3 18 20 14 16 27 138 22 34 21 792 18 37 9 2 11 27 13 64 3 8 126 63 65 24 26 36
internal_value=-2.34129e-05 0.00940947 -0.0139535 0.0167284 0.0106197 -0.0095983 0.0142975 0.0162617 0.0427488 -0.0343436 -0.000124618 -0.000606879 -0.0293707 0.00189292 -0.000154391 0.0126935 -0.000434963 0.00640141 -0.00105772 -0.0185059 0.00566488 -0.0146686 0.0302384 -0.0733531 -0.0110842 0.027083 -0.000656448 -0.0120588 0.000951254 -0.0162276
internal_weight=18.4245 0.195577 0.0466533 0.148924 0.138765 0.0875967 0.03523 0.0683735 0.0250022 0.00564559 18.229 14.7122 0.227856 3.51673 14.4844 0.544719 0.439418 0.407778 0.377855 0.268129 0.186111 0.151428 0.0870734 0.0820178 0.0549038 0.0178953 13.9397 0.679109 0.571217 0.332042
internal_count=2900 312 87 225 222 204 51 201 181 165 2588 1774 55 814 1719 381 344 335 333 315 217 204 140 98 137 71 1338 151 127 101
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=2 1 2 0 1 0 2 1 2 2 2 2 0 0 0 1 0 0 0 1 0 0 0 0 1 1 2 1 2 2
split_gain=0.00169534 0.0301882 0.0424553 0.0329165 0.0178007 0.0786847 0.0280173 0.0313217 0.0144344 0.00660117 0.0193159 0.0144846 0.01297 0.0473246 0.0182019 0.0259512 0.0142793 0.0115498 0.0175058 0.0346267 0.0110078 0.00914239 0.00575211 0.0128681 0.0056234 0.0169394 0.0126337 0.00520143 0.0297047 0.0592884
threshold=48.919835655300012 0.31100865245000009 48.680511450650009 0.39614083410000006 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 44.921040431000009 44.421469061800003 44.758188263300006 44.086690780350004 0.47727612945000003 0.47739588635000008 0.54191491270000014 0.44578006650000007 0.53321756835000012 0.50356276755000018 0.50749977545000013 0.41640968835000008 0.6003263375500002 0.63075955810000017 0.61802041855000012 0.66697104880000013 0.45280081435000008 0.39745815990000005 50.264779514000004 0.34392682850000006 38.938637541200009 38.115457128050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 8 -2 -6 -7 -8 -1 11 -11 27 -12 -14 16 -16 17 -15 -19 -20 -17 -22 24 -24 25 -9 -26 28 29 -3
right_child=4 2 -4 -5 5 6 7 22 -10 10 12 -13 13 14 15 20 -18 18 19 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10034089460485313 0.0063379413799182389 0.022474477675648204 0.036523632710243309 -0.08874331166606568 -0.10407071116194265 0.048687910533950385 -0.1055560208198046 0.032675724043915888 0.06305206415386154 -0.050571129618669712 -0.024430108313737289 0.025922459906535373 0.10084788965273524 -0.061851717790794736 0.070307448116523105 -0.043507321299796627 -0.10126121129074075 0.087557475040569877 -0.10083992477019138 0.090322779890732965 0.042272911827237344 -0.012789211217879763 -0.10071954232484022 0.035835771060691926 0.080109833787855106 -0.10042329169746274 -0.0046000734619303998 -0.00045214920658285331 0.026359276113521214 -0.075378898203057432
leaf_weight=0.0067696296620870502 0.60699484207361942 0.1510865907943949 0.3216787806013589 0.075711204538180255 0.087738546678792828 0.094891673856182024 0.033607569477989596 0.024928957601556778 0.026854870040551759 0.099048344017694911 0.19122957276854891 0.21703149347283357 0.04760468564927578 0.037710235017790694 0.056261657641925922 0.057664421881781891 0.026590918296278687 0.019170257142377523 0.025050628124887453 0.015240299282595515 0.050310957158217207 0.075267062030661691 0.015270918404212352 0.012590014545281747 0.028593223876669072 0.01551191006396152 0.045818141872643992 15.417762022547064 0.38352667228106441 0.10491389468718637
leaf_count=93 13 78 19 24 9 9 7 30 9 37 37 37 2 24 25 13 13 4 54 4 8 46 22 40 7 69 47 2043 67 10
internal_value=-2.34594e-05 0.000202831 0.000533929 -0.0521776 -0.00410124 -0.0217542 0.00487564 -0.0187031 0.0301561 -0.000148062 -0.00964855 0.000261249 -0.00291659 0.00709633 -0.00518946 0.0109016 -0.0363287 -0.01856 0.00889559 -0.0285314 -0.00733804 0.00927061 0.00174994 -0.0390119 0.011638 -0.0183771 0.0279505 -8.55901e-05 0.00875144 -0.0176277
internal_weight=18.3724 17.4065 17.2971 0.109336 0.965946 0.358951 0.271212 0.176321 0.0336245 16.9755 0.701149 16.2743 0.602101 0.410871 0.363266 0.239504 0.123762 0.0971714 0.0594612 0.0402909 0.183242 0.125578 0.142713 0.0278609 0.114852 0.0404409 0.0744114 16.0573 0.639527 0.256
internal_count=2900 2647 2521 126 253 240 231 222 102 2502 267 2235 230 193 191 92 99 86 62 58 67 54 215 62 153 99 54 2198 155 88
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 0 0 2 1 1 1 2 0 1 1 0 0 2 1 1 0 1 2 2 2 2 2 1 1 1
split_gain=0.00183687 0.0143033 0.0106639 0.0257189 0.0216274 0.0175404 0.0181244 0.0153219 0.0245191 0.0124217 0.0115201 0.00983656 0.0243946 0.016673 0.0263789 0.0401444 0.00810091 0.00800979 0.0443919 0.0412516 0.0548496 0.044642 0.0208242 0.0194971 0.019286 0.00782706 0.0225887 0.00780659 0.0207206 0.00898477
threshold=39.211875820650008 39.134693790050008 0.46928235680000008 38.115457128050004 0.34307356065000005 0.47577916830000005 0.47694679800000012 38.052786106700005 0.33960061075000009 0.33263974130000007 0.34512439750000007 39.788107623550012 0.51818807820000012 0.39024280710000009 0.42019700010000005 0.56323163980000013 0.42314601355000009 40.21994457600001 0.34554354660000003 0.37982395740000008 0.53905571685000009 0.42019700010000005 40.259171735100004 40.496232821400007 40.380906245900007 40.580626202750004 40.712530798250008 0.36000419150000007 0.36501901140000009 0.38991347565000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 16 -8 12 -2 -14 -15 -16 -1 18 -13 -20 -21 -22 -19 24 -24 -25 -27 -12 -29 -30
right_child=11 -3 4 -5 5 6 10 -9 -10 -11 27 17 13 14 15 -17 -18 22 19 20 21 -23 23 25 -26 26 -28 28 29 -31
leaf_value=-0.067043139854195036 0.0058713539289914135 0.033160604083180271 0.051081032718420571 -0.10126844840635466 -0.043964282184357086 0.045580443821442128 -0.038231455478405639 0.06501938569384505 -0.098375731161314928 0.066200148986806692 0.024189532847405239 0.049327317154701344 -0.038568881327428597 0.012634848268684152 -0.098296003561778825 0.014423387086157469 0.013218661621963824 -0.024350653584975773 -0.035250303719029971 0.069340316003525596 -0.066016591192563964 0.028293567047812326 0.0041004083375488975 -0.015123768384660331 0.048695887718881378 0.029918790582913819 -0.00058355148460041294 -0.031387781930819668 0.0090603391357252025 -0.0028907947788992245
leaf_weight=0.021045998815815065 0.59513783318618496 0.14164858349965914 0.087358735734597182 0.034180503378490101 0.085767343478171276 0.092080930946395134 0.074745177174918687 0.025891210276313359 0.029462215606647496 0.025360197709233034 0.14445166767109219 0.21093564706495715 0.31780498530588375 0.23516944637054848 0.065578773781453492 0.06097160427656334 0.031243746328982525 0.35091292467028701 0.24663007917005331 0.13027482436422133 0.090635399387622329 0.1124777301363773 0.24211194681704284 0.34937665233826365 0.16177028446929853 0.24807721412702122 11.384499996777107 0.19142360321106755 1.1889543862271239 1.3358070167111809
leaf_count=51 43 12 6 14 7 4 8 4 47 9 23 20 12 21 17 27 11 12 24 19 10 35 36 24 24 36 1724 22 85 513
internal_value=-2.54209e-05 0.00203152 0.00072223 -0.0238987 0.00200831 0.000631311 0.00189469 -0.00401551 -0.0207027 0.00876832 0.000524302 -0.000513091 -0.00891099 -0.0218576 -0.00717512 -0.0439881 -0.0190858 0.00027821 0.0100428 -0.00424389 0.0186937 -0.0137906 -0.00032817 0.00035243 0.0219626 -0.000375996 6.69438e-05 0.00153695 0.000332239 0.0027372
internal_weight=18.3118 3.50942 3.36777 0.167184 3.20059 3.11323 3.02746 0.133003 0.107112 0.0776499 2.93538 14.8024 1.27466 0.679525 0.36172 0.12655 0.0522897 13.5277 0.790954 0.580018 0.333388 0.203113 12.7367 12.3858 0.403882 11.982 11.6326 2.86064 2.71619 2.52476
internal_count=2900 816 804 136 668 662 655 122 118 71 651 2084 120 77 65 44 62 1964 108 88 64 45 1856 1844 60 1784 1760 643 620 598
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 1 0 2 1 0 1 1 1 2 0 1 1 0 2 0 2 2 2 2 1 1 0 0 1
split_gain=0.00180679 0.0134279 0.0123178 0.00357259 0.0487332 0.035923 0.0115437 0.0714601 0.023477 0.0284276 0.0104271 0.0440341 0.00809702 0.0175536 0.0169604 0.0147651 0.0127251 0.00643469 0.00496192 0.0120524 0.00506326 0.00431076 0.00775638 0.00566543 0.00903906 0.00349279 0.0183743 0.0116161 0.0102989 0.00892356
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 48.919835655300012 0.31100865245000009 0.31123319660000009 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.39672464895000009 0.31148768000000004 0.32272985840000007 0.34193587020000005 40.08085804200001 0.4588185982500001 0.34392682850000006 0.34427112960000006 0.61802041855000012 50.448116877400004 0.58859016195000013 50.065525775750011 50.448116877400004 51.307674290650006 51.779769178100004 0.46613873835000008 0.47106374065000006 0.58736265385000019 0.58859016195000013 0.59210802070000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -12 -13 14 15 -14 -15 -18 20 -20 21 -11 -23 -24 -25 -19 -27 -28 -29 -30
right_child=3 -3 -4 6 5 10 7 8 9 18 11 12 13 16 -16 -17 17 25 19 -21 -22 22 23 24 -26 26 27 28 29 -31
leaf_value=0.0059433161241980057 -0.10774539384920528 0.04626746089056917 -0.10216966245665444 0.0026267404821827185 0.05047139473929009 -0.027546705625530538 -0.10367162808015923 0.044933454609769441 -0.10499935369435265 -0.049421888749723197 0.09728392817731997 0.020863192003346898 0.025022700186760755 0.019536158877600126 -0.10080216924406289 -0.056408711969569571 -0.023728482157449896 3.6357383573261246e-07 -0.10065927776910832 0.035163916637079455 0.042530990585889404 0.045818089463101397 -0.10053826207420197 0.0369132783641671 -0.10080390683216892 -0.10124353172082141 -0.10031966329943193 0.10013375119250544 0.0034391273102461102 -0.10121922608210961
leaf_weight=0.038740748729533148 0.041707956508615918 0.057395810153408888 0.014476378994004335 0.55581179866567421 0.1425501110667281 0.13570417219416242 0.07963439649756765 0.092776656896603499 0.030545437789020191 0.016134538688279854 0.046670667921722919 0.1842648742793952 0.044438086781727004 0.32889404260640986 0.031853504180304526 0.04462858231332234 0.1167049181531209 15.938454975616942 0.014041654400941184 0.012217737078344726 0.034733288178283139 0.029208617572749063 0.007664590981292462 0.017037659265042748 0.0066168469389094311 0.021247107366096363 0.011401243818442236 0.010448895244962841 0.14370138675732652 0.0086364943210542056
leaf_count=102 5 20 5 7 7 27 9 9 7 25 5 45 26 24 41 15 13 1839 33 29 32 9 10 10 67 33 52 3 337 54
internal_value=-2.39713e-05 0.0127179 -0.0234661 -0.000101635 0.0002182 0.000479853 -0.00625673 -0.0207528 0.00454897 -0.0177265 6.2306e-05 0.000283591 1.54741e-05 -0.00021455 -0.0381771 -0.0157801 6.23243e-05 -0.000331805 0.00163926 -0.0374647 0.0108573 -0.0034931 0.00874988 -0.0258204 -0.00161019 -0.000162564 -0.0134499 -0.00274103 0.00409318 -0.00249427
internal_weight=18.2583 0.110613 0.0532171 18.1477 17.2513 17.2096 0.896423 0.340611 0.260977 0.1682 17.067 16.9313 16.8847 16.7004 0.12092 0.0890667 16.5795 16.2506 0.137655 0.0262594 0.111396 0.0766623 0.0605277 0.0313191 0.0236545 16.1339 0.195435 0.174188 0.162787 0.152338
internal_count=2900 127 107 2773 2526 2521 247 240 231 222 2514 2487 2482 2437 82 41 2355 2331 215 62 153 121 96 87 77 2318 479 446 394 391
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 2 2 2 1 1 1 1 1 1 1 2 0 1 0 1 1 2 0 0 1 0 2 2 0
split_gain=0.00158177 0.0406417 0.01234 0.03241 0.0146056 0.0226997 0.0389193 0.0186412 0.0144283 0.014229 0.0502688 0.0205361 0.0109887 0.0217601 0.0217025 0.0421137 0.0236884 0.0103143 0.0249488 0.0197848 0.0145509 0.0286847 0.0516384 0.0351625 0.0706047 0.0297454 0.0254751 0.0126561 0.048586 0.0324019
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.39904493880000008 0.39584144190000009 0.53484925600000011 43.968221017800005 44.269496632500008 39.039757512550004 0.40621538280000008 0.41753240920000007 0.39971857130000005 0.41917906650000009 0.42067602765000006 0.42829556000000008 0.42922367590000005 41.134354310300004 0.52161611930000007 0.38398550940000004 0.52029879345000019 0.37982395740000008 0.37138109635000011 39.852039223600009 0.50300889195000009 0.50579323975000012 0.36543816055000006 0.5089817670000002 39.420767558750008 39.788107623550012 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 6 8 -8 -6 11 -11 -7 -12 -14 16 -16 -15 18 20 -20 21 23 -23 25 -25 -1 -24 -19 -29 -30
right_child=1 2 4 -5 5 9 7 -9 -10 10 12 -13 13 14 15 -17 -18 27 19 -21 -22 22 26 24 -26 -27 -28 28 29 -31
leaf_value=0.0001488214937199158 -0.10121192809122988 -0.10326448974182761 0.026187505640534847 0.017376788901226878 -0.010381169664791072 -0.010965386803282498 0.094883320925429462 -0.015773203763133525 -0.10128286862776721 -0.1007561753420599 -0.02603055267738047 0.041309072676400556 0.024470545843604696 -0.046465800701698028 0.098874124996893936 0.00019633615475860629 0.0014218460064813962 0.013461998318044769 -0.003511241277188925 -0.051395882624131743 0.020202861825773993 0.014774718425934745 -0.026454505950231872 0.073465347303616493 -0.0053815595226816846 -0.032631937114771616 -0.10377243178683833 -0.041932985669043299 0.066366342333500056 -0.0097384382353771122
leaf_weight=11.239801470894015 0.040740830639030778 0.040763332920544404 0.20327439880980991 0.049079690663827391 0.023040129183813346 0.12423350043718517 0.022045954770874232 0.049194889177126028 0.072109212199329864 0.050388044842227475 0.15278840300069907 0.19022121545360449 0.35771595121793565 0.20890278908422555 0.044321263388326204 1.7891440281846969 0.2043366785289038 1.1613806170458918 0.17579699003476967 0.169462741479947 0.35458738403974699 0.13959975508623834 0.080867038795986446 0.1939884780658766 0.27395867215341241 0.28379972172072676 0.090087658884698385 0.20433833180595673 0.10397779346689617 0.1210969328242868
leaf_count=1037 56 8 41 67 35 25 6 59 54 54 24 30 33 34 12 952 37 43 28 15 24 18 15 36 27 27 38 11 23 31
internal_value=-2.65575e-05 -0.00189695 -0.000767225 -0.0373602 0.000174325 -0.00143367 -0.0374228 0.0184702 -0.0792713 0.000484369 -0.00177496 0.0206567 3.39248e-05 0.001563 -0.0020843 0.00258172 -0.0227865 0.000437723 -0.000492214 -0.0270143 0.000231278 -0.00034437 -0.0303501 0.000432713 0.0273046 -0.000658493 -0.0671986 0.00803833 -0.00663041 0.0254197
internal_weight=18.215 3.6223 3.58156 0.089843 3.49172 3.28844 0.16639 0.0712408 0.0951493 3.12205 2.8076 0.314455 2.75721 2.60442 2.2467 1.83347 0.413239 14.5927 13.0019 0.34526 12.6567 12.3021 0.310554 11.9915 0.467947 11.5236 0.170955 1.59079 0.429413 0.225075
internal_count=2900 1527 1471 75 1396 1355 154 65 89 1201 1146 55 1092 1068 1035 964 71 1373 1265 43 1222 1198 71 1127 63 1064 53 108 65 54
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 0 0 0 0 1 0 1 2 2 2 0 1 0 0 2 1 0 1 2 1 1 0 1 1
split_gain=0.00165089 0.015828 0.0160007 0.0100433 0.00876368 0.0095857 0.102018 0.101214 0.0330155 0.00938644 0.0305726 0.0908171 0.0665606 0.0426083 0.0591778 0.0329126 0.0300138 0.0373682 0.02541 0.0384194 0.0504001 0.0203063 0.0500073 0.0331544 0.0286707 0.0156899 0.116581 0.0257877 0.162952 0.0482036
threshold=43.19689381845 43.082598263550004 0.50356276755000018 43.279086095950007 43.022303514600004 42.773538294100007 0.47997065955000012 0.48140774230000011 0.50356276755000018 0.47778509625000004 0.34500464060000008 0.47760546090000006 0.34479506600000004 41.322103772800006 39.945535567850008 38.938637541200009 0.47694679800000012 0.34506451900000007 0.4755546241000001 0.47305469895000007 41.558544840500012 0.3447052483500001 0.47868327295000007 0.3447651268000001 40.337496327150006 0.34503457980000002 0.34512439750000007 0.47997065955000012 0.3453938505000001 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 4 -3 -2 5 9 -7 -8 -9 10 12 16 13 14 15 -1 17 -12 19 20 -15 -11 24 -24 -23 -25 -27 28 -28 -29
right_child=3 2 -4 -5 -6 6 7 8 -10 21 11 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 22 23 25 -26 26 27 29 -30 -31
leaf_value=-0.0099327096146559542 0.034275139662989715 -0.050731408851480655 0.0030757744450722359 0.0010427811118795532 0.021014094796113023 -0.10452244790333082 0.068366128491560471 -0.10365669674877445 0.0025909959787313846 0.018202536850827504 -0.10680315077912211 0.086472187128806915 -0.05534416017475307 0.071423916949875724 -0.060634829207535462 0.041031762579403733 0.017524783388950135 -0.0044589006576060304 0.0056979266938497796 0.1009656680064368 -0.093589825942502036 -0.014118654330872275 -0.041912709344452237 0.01745174251990048 -0.10173033560620953 -0.10588136205324639 0.093182095592834968 -0.030491939969830406 -0.036242168506750792 0.00048194654315159328
leaf_weight=0.35810331652079697 0.093496994044372062 0.12462944397130371 0.099299998013535173 3.3251167460108273 0.19431086963753408 0.096667222303307709 0.15427158353850245 0.063539133116137236 0.054190491296276289 0.5230810528410047 0.046142329386017616 0.16810150630772114 0.20994629613953808 0.048277840571245179 0.1618278601774108 0.19610715133603662 0.52892180520939291 0.1572819476198177 0.15257753455080092 0.10366464219987392 0.030017993180611491 0.072287925206183767 0.1962868841364952 0.46874875578214314 0.077287554167014605 0.10541349787672416 0.1847540642011144 0.53079204453388129 0.20547123151573032 9.4078604068090339
leaf_count=105 22 34 21 792 22 31 7 14 36 27 5 7 21 5 25 16 25 88 9 4 56 11 6 21 32 8 14 29 29 1378
internal_value=-2.79683e-05 -0.000487728 -0.026871 0.00195167 -8.01667e-05 -0.000366767 -0.0162824 0.0150775 -0.0547513 5.43629e-05 0.00611236 0.0201854 -0.00394064 0.0063318 -0.00743357 0.00810105 0.00497004 -0.0276734 0.0357949 0.0610318 0.00815897 -0.0010577 -0.00195331 -0.00117931 -0.0593887 -0.000445985 -0.00125002 -0.000182183 0.0250344 -0.00117227
internal_weight=18.1385 14.7199 0.223929 3.41861 14.4959 14.3016 0.368668 0.272001 0.11773 13.933 2.16097 0.900448 1.26052 1.05058 0.716038 0.55421 0.732346 0.203424 0.334538 0.18196 0.0782958 11.772 11.2489 11.0993 0.149575 10.903 10.4343 10.3289 0.390225 9.93865
internal_count=2900 2086 55 814 2031 2009 88 57 50 1921 366 125 241 220 146 121 118 93 74 65 61 1555 1528 1485 43 1479 1458 1450 43 1407
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 0 1 0 2 2 0 0 1 0 1 0 0 1 0 2 2 1 2 2 2 0 0 2 2
split_gain=0.00163543 0.0682103 0.0156209 0.0416002 0.0478861 0.0121657 0.0100665 0.00856079 0.0362087 0.0538019 0.026422 0.0251096 0.0375564 0.0447953 0.0998021 0.0458831 0.0224384 0.0368469 0.0106877 0.0601899 0.00684468 0.00622242 0.0176855 0.0106025 0.0398015 0.022924 0.0396346 0.0212123 0.0126799 0.0123818
threshold=0.5025747732000001 0.35165114815000004 0.49588335680000006 0.35319301815000009 38.441102963850007 0.35877668335000007 0.49320379630000005 0.37668033890000002 0.50579323975000012 39.685256516350002 43.022303514600004 0.51243974730000008 0.51484985480000012 0.38042274180000007 0.51929582950000019 0.38398550940000004 0.52029879345000019 0.52161611930000007 0.39078171310000004 0.52366695610000014 39.091773401050006 37.186372654950006 0.33960061075000009 39.468990633150007 39.788107623550012 40.532725462000009 0.48041974790000003 0.47778509625000004 38.318569170500005 41.678468725050003
decision_type=2 2 2 2 2 2 2 2 2 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 21 8 -7 -10 -11 -9 -13 -14 -15 -16 -17 -18 20 -20 -19 22 -1 27 -25 26 -26 28 -23 -27
right_child=1 5 3 4 -6 7 -8 11 9 10 -12 12 13 14 15 16 17 18 19 -21 -22 23 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.0061117699473889515 -0.09863786207545365 0.033156380464649603 0.039498532183643409 0.019571165848432853 -0.040008744751553194 0.0023563326171217661 -0.022877958569679047 -0.059082683984202959 0.0070148193537356912 -0.10540923842413473 -0.022017481126031718 0.052723086393295607 0.056532513213384261 -0.086242807434793012 0.084442015929122219 0.046218214405435699 -0.047313098533949015 0.0018571474645910431 -0.10286986864942455 -0.00062866481461477963 0.016091085837368124 0.013097918098356432 -0.086639854799967733 -0.031279367180112545 -0.01000910775556331 -0.0063577118712181899 0.035105146334569584 0.035766175555734331 -0.023806671336856083 0.002037427800859123
leaf_weight=0.059342574506897144 0.071133669227948171 0.10753043929935291 0.36421902162328423 0.3433973120409064 0.22217963174350741 0.81641053406929109 0.19554633445701775 0.069179200168138055 0.14435242174840823 0.10890226120727675 0.058352797104618048 0.13979665206989 0.13794302367216449 0.13450085743348505 0.065058077101411871 0.10275949929601846 0.16607753697371652 0.77254130500682527 0.058521119683700884 3.5804767725138222 0.60038184365066627 0.23059196056668874 0.031454101391396622 0.40382956370495904 0.32684628318670217 2.6608917916969546 0.48178722569269894 0.24582757604730432 0.1561444480020544 5.1707838931330485
leaf_count=60 3 15 22 35 34 39 22 32 16 30 29 15 19 20 12 9 16 24 19 1458 34 28 54 26 40 153 24 29 21 562
internal_value=-2.67552e-05 -0.00120372 0.000744061 0.0131402 -0.00383404 -0.000222402 -0.000412799 -0.000738449 -0.0087124 -0.0377124 -0.0763151 0.000805123 0.00152464 0.000250687 -0.00116596 0.000974574 -5.37315e-05 -0.000972017 0.000563564 -0.00227287 0.00808168 3.69563e-05 -0.0260196 0.000281445 -0.000593959 0.000840211 0.0168702 0.0127976 -0.00180227 -0.000814907
internal_weight=18.0268 7.13392 10.8928 0.929796 0.565577 7.06278 9.96305 6.95525 1.12802 0.311607 0.167255 5.82724 5.75806 5.61826 5.48032 5.34582 5.28076 5.178 5.01192 3.639 1.37292 9.7675 0.0907967 9.6767 9.04414 8.64031 0.808634 0.632564 0.386736 7.83168
internal_count=2900 1790 1110 91 69 1787 1019 1772 114 75 59 1658 1626 1611 1592 1572 1560 1551 1535 1477 58 997 114 883 805 779 64 78 49 715
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 1 2 0 1 1 1 2 2 2 2 2 0 1 2 1 0 1 1 2 2 1 0 2 2
split_gain=0.0016286 0.013067 0.0131098 0.0148659 0.0117578 0.0128655 0.00667083 0.00243725 0.0141227 0.0479139 0.0301853 0.0717336 0.0272532 0.0200462 0.00763773 0.00488978 0.0195321 0.0173419 0.0390821 0.0183091 0.00904378 0.0306959 0.0214366 0.0112034 0.0158616 0.0131125 0.00479071 0.004311 0.0182005 0.0563017
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.50525433370000017 0.48363821445000005 0.39745815990000005 48.852845034800005 0.39614083410000006 0.31100865245000009 0.31123319660000009 0.31148768000000004 48.461603274950008 48.315732392000008 44.921040431000009 44.269496632500008 44.086690780350004 0.47727612945000003 0.34506451900000007 44.758188263300006 0.37668033890000002 0.54191491270000014 0.41640968835000008 0.45772581660000006 46.177190236600005 48.315732392000008 0.32272985840000007 0.47305469895000007 39.530201452500002 42.131954243650007
decision_type=2 2 2 2 2 2 2 2 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 -5 8 12 -10 -11 -12 13 14 -1 16 26 -17 -19 -20 -21 22 -22 -23 -25 -26 -13 28 -28 -30
right_child=1 2 3 4 -6 -7 -8 -9 9 10 11 15 -14 -15 -16 17 -18 18 19 20 21 23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.1002877165993793 -0.10111313296405799 -0.1009137918961117 0.0800361155609398 -0.0079894267098229443 -0.10027064335517161 0.03273957052949978 -0.10034916684091072 0.0051567101674598135 -0.084272431960021987 0.046280555874161272 -0.11060138236369177 0.016657450612616875 -0.038605008172886875 0.10193074347618865 0.02802076110788923 -0.049367385887817972 0.037048629023806026 0.084429337219354444 -0.041865793339299143 0.035148211392002603 -0.10094099426656136 0.034207754635605846 0.015645812656751541 0.02324222616896263 -0.078148920851649706 0.011180407825130724 0.0070182874710265899 -1.0359050509197567e-05 -0.10188453566206652 0.026515214023916486
leaf_weight=0.0067634279011653522 0.014358890136968394 0.011964048084337264 0.02367273555137217 0.018977728878261324 0.012144395737578861 0.057907228200065219 0.013301134032992656 0.89094099341127631 0.067905723948046837 0.13913933728963712 0.058955473687094861 0.16914995513184194 0.034046215005218983 0.053675811737775803 0.014772109920158982 0.089802433428360917 0.14296840969608915 0.047839237616472019 0.13417535835813899 0.064493176858348988 0.048979909676560851 0.11162577450204836 0.023260528396683355 0.077140992731301594 0.04154690665947669 0.027183665235497756 0.21337124598529558 15.200843184870349 0.07053156578125197 0.066206093767860325
leaf_count=115 22 3 3 28 53 37 73 45 24 7 6 33 2 1 8 41 28 5 37 23 60 33 17 13 42 7 95 1966 44 29
internal_value=-2.91027e-05 -0.0103251 -0.000876376 0.00862221 -0.0078984 0.00454038 -0.0460481 5.903e-05 -0.000209642 -0.000442769 -0.000102455 -0.000491512 0.0356268 0.0692296 -0.0122757 -9.87756e-05 0.000253659 -0.00849262 -0.00212267 -0.00995865 0.00090085 -0.00579757 -0.0634015 0.0103631 -0.0078836 -0.0428182 -8.09769e-05 -0.000263043 -0.011234 -0.0397155
internal_weight=17.9476 0.152326 0.137967 0.126003 0.10233 0.0901861 0.0322789 17.7953 16.9044 16.7951 16.7272 16.5881 0.109258 0.0752113 0.0215355 16.5291 15.8631 0.666048 0.576246 0.528406 0.394231 0.329738 0.0722404 0.257497 0.145872 0.0687306 15.7201 15.551 0.350109 0.136738
internal_count=2900 219 197 194 191 138 101 2681 2636 2510 2486 2479 126 124 123 2473 2195 278 237 232 195 172 77 95 62 49 2167 2134 168 73
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 1 1 2 0 2 1 1 2 2 1 1 1 1 1 1 1 0 0 0 0 2 0 0 2
split_gain=0.00166116 0.0199001 0.0158939 0.0198017 0.0116915 0.0238995 0.0165704 0.0255823 0.0231307 0.0127338 0.0238203 0.0101454 0.00525945 0.00325778 0.0274033 0.0279893 0.0315282 0.0192462 0.0419463 0.0506779 0.0393161 0.0252357 0.0211696 0.0515493 0.026797 0.0145601 0.014023 0.0133917 0.0402267 0.0299234
threshold=0.39672464895000009 0.3972336157500001 0.31123319660000009 0.31100865245000009 0.42646926740000007 41.468518788800004 0.32272985840000007 0.34193587020000005 40.08085804200001 0.41155953415000007 35.818873074050011 0.34392682850000006 0.34427112960000006 43.19689381845 43.245737185650007 0.34479506600000004 0.34506451900000007 0.34524415440000006 0.34527409360000011 0.34554354660000003 0.34560342505000002 0.34632196640000007 0.5089817670000002 0.52290350590000012 0.47778509625000004 0.49678153350000009 43.082598263550004 0.53592706805000012 0.53839705400000015 43.933728833200007
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 8 -8 -3 -11 -9 -13 26 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -23 -26 -14 29 -29 -25
right_child=1 4 -4 -5 6 -7 7 11 -10 10 -12 12 13 14 15 16 17 18 19 20 21 22 23 27 25 -27 -28 28 -30 -31
leaf_value=-0.0063508427995300001 0.039846452814081994 0.045924224366816771 -0.035033642198403721 0.034867770611925787 0.030377466252027852 -0.10417912682586644 -0.013646055012297782 0.017885151858160826 -0.10168356291432908 0.023796179029818842 -0.10243253552640263 -0.021540476197456495 -0.00020480357825258932 0.070737343451503551 -0.062147485611251344 0.046939439204399233 -0.046104929625021274 0.072840232761435836 -0.10549835269818336 0.079298065706616336 -0.027462136214011213 -0.017173657001099556 -0.10164666466878935 0.068131139716494732 0.063055422152889409 0.018932113149667144 -0.025648417333046892 -0.10320600907460541 0.0013116308102930408 -0.008572015731700534
leaf_weight=0.60892203479969786 0.12560370233745999 0.032407083535422349 0.14109430729448924 0.14413967751897871 0.1790908353868933 0.032598585154754112 0.086408399414156789 0.31626396311912941 0.045589354299806484 0.033994368657452173 0.026684808418625305 0.11466803215444343 13.640565669140102 0.05908305451521334 0.066520764492452478 0.15616151626454677 0.085768970985554804 0.080690064467489608 0.0451346735953847 0.063127304427325615 0.29692708722540562 0.11737879171028004 0.050902782483514097 0.088342770657618419 0.13804419681191488 0.16320618737788495 0.22010844908873117 0.03933715162304452 0.57647088066499552 0.11987625532097468
leaf_count=113 12 9 29 4 23 38 29 23 40 19 30 13 1791 10 4 10 7 3 7 2 31 23 49 18 28 39 49 10 343 94
internal_value=-3.12086e-05 0.000189748 -0.00423236 0.0015386 -0.000105417 -0.0304912 0.000122589 -0.000204399 -0.0440524 -0.00468583 -0.0317153 0.00014769 -0.000200257 -4.73903e-05 0.00357735 0.00167685 0.00377723 0.000163547 0.00239369 -0.000952502 0.00190103 -0.0011709 0.00486406 -0.00398489 0.0233583 0.0391511 -0.00060885 0.00204799 -0.00536484 0.0239715
internal_weight=17.8951 17.001 0.894156 0.753062 16.8754 0.125685 16.7497 16.5706 0.131998 0.0930863 0.0606792 16.4386 16.1223 16.0076 2.14697 2.08789 2.02137 1.86521 1.77944 1.69875 1.65361 1.59049 1.29356 0.87493 0.418629 0.30125 13.8607 0.824027 0.615808 0.208219
internal_count=2900 2754 146 117 2742 96 2646 2623 69 58 49 2554 2531 2518 678 668 664 654 647 644 637 635 604 514 90 67 1840 465 353 112
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 0 1 1 1 1 1 0 1 1 1 0 1 0 1 0 1 2 1 2 1 0 2 2 0
split_gain=0.0019072 0.0106889 0.0119556 0.00358181 0.016678 0.0080845 0.0131558 0.0106212 0.0107942 0.00634711 0.00299988 0.016983 0.0105305 0.00950944 0.0117836 0.00969496 0.0121501 0.00919839 0.00999282 0.00984651 0.0065693 0.00327678 0.00706702 0.00676457 0.014609 0.00611889 0.00772038 0.0205014 0.0605992 0.0258806
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 49.110028829250005 0.39672464895000009 49.49736495185001 0.47648274005000008 0.50525433370000017 0.48363821445000005 0.39745815990000005 0.46613873835000008 0.47106374065000006 0.58736265385000019 0.49994012155000006 0.50525433370000017 0.49703601690000004 0.63075955810000017 0.59210802070000013 0.68186581240000022 0.52041855035000018 0.63075955810000017 0.45664800455000004 42.467547400400008 0.45206730335000006 39.468990633150007 0.44705248345000009 0.55041765215000005 41.24714903835001 40.823855932350007 0.55892039160000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 -6 -7 8 9 -8 21 -12 -13 15 -15 16 -14 18 19 20 -16 23 -23 25 -25 26 -2 28 29 -28
right_child=3 -3 -4 4 5 6 7 -9 -10 -11 11 12 13 14 17 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0089887641709170425 0.00041420510144165993 0.044395537709345463 -0.10197649982399415 -0.10084121318555195 -0.053903236733282726 0.078541934853622139 -0.0075517098825527264 -0.10024518029246299 0.02966844229893785 -0.1003164012647448 -0.10115459233057589 -0.10028904993917982 0.033232780555627887 -0.1009358615311215 0.049164493738967828 0.083048799397953565 -0.059226093243090729 -0.10111393099058946 -0.10042874727528105 0.068300940878763483 -0.10114069045405952 0.025840254999531027 -0.0039027249776601627 0.0028617175799377321 -0.052460910400055939 0.016357343595619838 -0.10084940241442814 -0.026211909011273755 0.049478364994213098 -0.0092601532361916115
leaf_weight=0.037875991515849416 15.944368231290419 0.054024650007555408 0.013056592983048176 0.019806102078290866 0.025796388976181639 0.021574634127318859 0.019014502813344714 0.011005742083682435 0.057291307375407996 0.012050140777820906 0.019389462145050634 0.010322028624715068 0.049655947196223654 0.015494817397641768 0.0048786635669033698 0.021908965104994849 0.019912468738421785 0.0079430274678876089 0.0063823797639234658 0.026847594815970044 0.0071982157855685139 0.15175784148504634 0.16867717570704555 0.1254233706921547 0.077058997946847896 0.23102732466193288 0.046602065940268653 0.37267099501146461 0.16602530091768131 0.091287715529885974
leaf_count=102 1669 20 5 5 26 3 28 53 37 73 33 52 62 34 30 12 22 56 49 107 25 52 19 30 27 42 55 88 16 68
internal_value=-3.06468e-05 0.0134097 -0.0194572 -0.000110204 -0.0147066 -0.00308004 0.00776083 -0.00760804 0.00393098 -0.0435356 2.81893e-05 -0.0124712 -0.00238867 0.00391839 -0.0241847 0.0250377 0.00676841 -0.00185136 0.015551 0.034568 -0.0404223 0.000164827 0.0101835 -2.3414e-05 -0.0181925 0.000194894 -2.97605e-05 -0.0104922 0.00878381 -0.0402142
internal_weight=17.8363 0.104957 0.0509326 17.7314 0.166539 0.146733 0.120936 0.0993617 0.088356 0.0310646 17.5648 0.189934 0.170544 0.160222 0.0687447 0.0914774 0.0695684 0.0532499 0.0453069 0.0389245 0.0120769 17.3749 0.320435 17.0545 0.202482 16.852 16.621 0.676586 0.303915 0.13789
internal_count=2900 127 107 2773 225 220 194 191 138 101 2548 482 449 397 301 96 84 267 211 162 55 2066 71 1995 57 1938 1896 227 139 123
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 2 0 2 2 0 2 2 1 0 1 1 0 0 0 0 1 2 2 0 0 2 2 1 0
split_gain=0.00156893 0.0100774 0.0128793 0.0137493 0.00306501 0.0152467 0.00673823 0.0116566 0.00468098 0.00564809 0.00444547 0.00417228 0.00388535 0.00415756 0.00303907 0.00261993 0.0154372 0.00950442 0.00904619 0.00734918 0.00668199 0.0106104 0.00812313 0.0068265 0.0059081 0.00306104 0.00433651 0.00961501 0.00266563 0.00644748
threshold=0.31063441215000004 48.680511450650009 37.020641110850008 0.37331217625000007 49.110028829250005 0.39672464895000009 49.49736495185001 0.3972336157500001 50.065525775750011 50.264779514000004 0.66697104880000013 51.307674290650006 52.932444045400004 0.49994012155000006 0.5810754169000002 0.46613873835000008 0.47106374065000006 0.58736265385000019 0.58859016195000013 0.59665878265000016 0.66294422320000013 0.57987784795000008 44.710446918150005 42.541806567400009 0.63514565435000014 0.6329151821500002 42.508878681700004 37.511241581900002 0.45664800455000004 0.56055207925000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 15 -6 -7 -8 -9 -10 11 -11 14 -14 -13 28 -17 -18 -19 -20 22 -22 23 24 25 26 27 -21 29 -2
right_child=4 -3 3 -5 5 6 7 8 9 10 -12 12 13 -15 -16 16 17 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.10012017548139894 0.00039508162596373336 0.03865313546072404 0.025377539723028815 -0.10082974011217744 -0.10076055130547459 -0.049921002944876371 0.10041992263567462 -0.051962877165017109 0.056855900869223187 -0.050325442500583455 0.056649300912654847 0.05914397756077272 -0.10080459942792788 0.014204568225915499 -0.0096486968609207531 -0.10104413774528272 -0.10026150779716286 0.10000440616083846 -0.10028186310074705 0.066760517818000867 -0.1008174111307501 0.0063913723706239788 0.039120528063100138 -0.10023262923836036 -0.10027329489149157 0.099993071023113056 0.10013384765385705 -0.10018809679891512 0.0091979433722073969 -0.0090877110971388699
leaf_weight=0.0069020665250773263 16.290604990352179 0.060128593715489842 0.014626163698267192 0.02106278535033887 0.017934919167601149 0.025106645624997981 0.012028029188513756 0.016756716437652974 0.017336223971142317 0.023041685410511548 0.0095484198536723852 0.013253057626765374 0.0061486645653356375 0.0064304823696375024 0.012458620556856204 0.017562513588968043 0.0093421929277791582 0.0091579274343303041 0.0072963598638611229 0.0066531726510192651 0.014246405847154166 0.026224408665793623 0.06100930245111158 0.0083491217984175137 0.0045530557762290943 0.0043513892364124831 0.0038558195810765019 0.0071646510021455834 0.31943432559556484 0.75000769007694046
leaf_count=2 1792 8 11 106 5 26 1 30 10 31 19 24 43 10 26 33 52 3 27 30 80 59 21 41 55 7 1 73 71 203
internal_value=-3.11805e-05 0.0122919 -0.0249241 -0.0491071 -0.000102696 -0.0138787 -0.00291376 0.00717321 -0.00351111 0.00569223 -0.0068215 -0.0167028 0.00352977 -0.0420117 0.0258104 2.30044e-05 -0.0119873 -0.00234472 0.0036395 -0.00250163 0.00272859 -0.0313479 0.0171038 -0.0213542 0.00342438 0.024861 0.00636284 -0.0198037 0.000147373 -2.22841e-05
internal_weight=17.8026 0.10272 0.042591 0.0356889 17.6999 0.160043 0.142109 0.117002 0.104974 0.0882172 0.0708809 0.0613325 0.0382908 0.0125791 0.0257117 17.5398 0.179766 0.162204 0.152862 0.143704 0.136407 0.0404708 0.0959365 0.0349272 0.0265781 0.022025 0.0176736 0.0138178 17.36 17.0406
internal_count=2900 127 119 117 2773 225 220 194 193 163 153 134 103 53 50 2548 482 449 397 394 367 139 228 207 166 111 104 103 2066 1995
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 2 2 2 1 1 1 1 0 2 0 0 2 2 1 0 0 0 0 1 0 1 1 2 2 1
split_gain=0.00144003 0.00780531 0.00379612 0.0211431 0.0181475 0.0297039 0.0200953 0.00718844 0.00666625 0.00475897 0.00350958 0.00984963 0.00867045 0.00501904 0.00494486 0.0029799 0.0253914 0.037081 0.0261885 0.010757 0.0111988 0.0102041 0.0145832 0.0149262 0.00985429 0.00669965 0.0240901 0.0255373 0.0504336 0.0196696
threshold=0.62143349005000015 0.47777012665000013 0.58859016195000013 47.480720532750006 0.43808568605000003 45.673096293200011 43.45354240915001 48.852845034800005 0.48363821445000005 0.48544953745000008 0.49901200560000009 0.5024400467000002 0.68186581240000022 48.315732392000008 0.63075955810000017 0.56915960600000015 42.686561923500008 42.487106141350004 0.48363821445000005 0.56639022785000004 0.56323163980000013 0.57600071855000012 0.58388970390000006 0.44705248345000009 0.56793209785000009 0.44805544745000009 0.43166372265000008 42.467547400400008 43.509905336500005 0.45772581660000006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 8 -5 -6 -10 -3 -12 13 14 -13 19 17 21 -18 20 25 -17 23 -23 -21 26 -1 -28 -29 -27
right_child=1 10 3 7 5 -7 -8 -9 9 -11 11 12 -14 -15 -16 16 18 -19 -20 24 -22 22 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.00019796580557799898 -0.10069737969331952 0.017149246274314717 0.10013884204280253 0.086634458020958288 -0.1008754640161474 -0.10205173462992952 0.046013449629585916 0.02501679534276325 0.094101497082176203 -0.1000297316643069 -0.10101556162673425 0.029149889713068373 -0.10029953184502656 0.028065013464053962 -0.10030653312401959 0.0058520013193180597 -0.10085844427360291 0.084489829643944081 0.012763485199916975 0.0033955071202832615 -0.023186131657833599 -0.00078738509830342739 0.0078267513656152723 -0.10242113765293898 0.052327019346137815 -0.042169704069468669 0.040758874801007219 -0.10207525690922543 0.052696147885533534 0.015971562356289323
leaf_weight=16.076426477030495 0.0089313843693496209 0.048267559751356881 0.012798416617678277 0.037143482826650143 0.016414327842155518 0.034562999939225847 0.049703176674256611 0.03861802453701646 0.0035975155793721561 0.0019457355197701753 0.011865231558084111 0.0051589323130105669 0.0078187395536682414 0.043343424658019103 0.0068928143045124679 0.16329896855620751 0.052526256100462021 0.048914695042185485 0.033049009405090146 0.091508142932439251 0.2085021816099325 0.022729530098067899 0.048206312630242054 0.039670423612405734 0.074800034151849104 0.13225463701582318 0.27482302095648892 0.04077358673384876 0.043533606936161401 0.10389874554347722
leaf_count=1912 25 33 6 6 62 8 18 36 4 82 15 15 129 17 104 46 45 5 23 22 44 13 21 48 23 27 40 7 45 19
internal_value=-2.9971e-05 -0.0104249 4.79349e-05 0.0139309 -0.0123547 -0.0259085 0.0108164 0.055226 -0.0688556 0.0259595 -0.00388835 -0.0174132 -0.00172105 0.0121928 -0.0448908 -0.000106989 -0.00854849 0.00428949 -0.0569779 9.52499e-05 -0.000154092 -0.0100329 -0.0334853 -0.0654005 0.0254033 0.000133955 0.000374248 0.0259893 -0.0221561 -0.0165897
internal_weight=17.782 0.132278 17.6497 0.194784 0.119022 0.106224 0.0716608 0.0757615 0.0219576 0.00554325 0.123347 0.0750791 0.0632139 0.0553952 0.0120517 17.4549 0.408395 0.32282 0.0855753 17.0465 16.8802 0.273905 0.110606 0.0624 0.166308 16.6717 16.4356 0.35913 0.0843072 0.236153
internal_count=2900 338 2562 222 180 174 166 42 148 86 313 280 265 136 119 2340 201 133 68 2139 2094 128 82 61 45 2050 2004 92 52 46
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 2 1 0 2 1 0 0 0 1 0 1 2 1 2 1 2 2 1 0 1 2 2 0 2
split_gain=0.00144198 0.0549211 0.01846 0.00713835 0.00366896 0.0315482 0.0152839 0.0147604 0.0607138 0.0207589 0.0269505 0.00457408 0.0100177 0.00486853 0.00381601 0.0313976 0.0249142 0.0285449 0.0291535 0.0365301 0.0338609 0.0212777 0.0473654 0.0210042 0.00944805 0.00753839 0.024497 0.0116977 0.00908762 0.0176861
threshold=0.39614083410000006 48.461603274950008 48.315732392000008 44.921040431000009 48.852845034800005 48.919835655300012 48.315732392000008 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.61802041855000012 0.66697104880000013 0.58859016195000013 0.45280081435000008 0.56055207925000017 0.45772581660000006 46.177190236600005 0.45976168375000009 42.428475018400007 0.47277027635000007 41.558544840500012 40.79983011445001 0.46613873835000008 0.62143349005000015 0.44286099220000008 41.986601436450009 39.468990633150007 0.55041765215000005 41.093509583400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -7 -9 -10 -11 13 -13 -12 25 -16 -17 18 -18 21 -21 22 23 -20 -25 28 27 -27 -2 -30
right_child=4 -3 -4 -5 5 7 -8 8 9 10 11 12 -14 -15 15 16 17 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.10026936519725271 0.0003255537715135107 -0.063182372619744076 0.10180470416451702 0.028400098792970591 0.055830208935620532 0.0089527017719567524 -0.022886312717925905 -0.10328996893136483 0.043994253850352716 -0.1047114797666821 -0.0031395573160864047 -0.10056180303676161 0.034493605658986765 0.043809495741595587 -0.1017956055115003 -0.053543296192029723 0.072599727683287762 -0.076743372779232516 0.080624303679934339 -0.10193568363027097 0.0097422587819288066 0.083365251372486224 -0.10206809617802859 -0.10035429648853825 0.023248705679806508 0.021946882380212009 0.045787088541806124 -0.020170520789816765 0.010057809901954378 -0.02680041483751185
leaf_weight=0.006243924174756609 14.856408197021947 0.056146250692108879 0.050296153873205185 0.013932947520515881 0.11183337925467596 0.56641911866609018 0.29837570702693383 0.065926649621644573 0.087193657403986435 0.02858604404270082 0.067749782129541913 0.011872857731532349 0.010219572547875089 0.032771278838900741 0.033752802842716811 0.07763571448861567 0.074825417673762828 0.035578277233895506 0.055570905070558181 0.051215370787758729 0.057778272640502948 0.053998781934940121 0.029351644397542564 0.010755305290458227 0.014550776110892477 0.10616356210890998 0.15065708196743799 0.17406860463233897 0.21044212604925761 0.34136138306804398
leaf_count=115 1621 9 1 8 11 8 30 7 9 7 121 22 40 32 14 48 15 41 26 13 78 50 42 109 145 31 29 22 115 81
internal_value=-3.03682e-05 0.0106031 0.0693884 -0.0114179 -0.000106803 0.005831 -0.000457581 -0.000590653 -0.0183533 0.00513553 -0.0172735 0.00311175 -0.0380875 0.0121665 -4.78749e-05 -0.00869384 -0.00188111 0.00857398 0.0172954 0.00214948 -0.0427344 0.0319378 0.00674457 0.0462346 -0.0292836 0.000222334 0.013268 -0.0042147 -0.000142488 -0.0127437
internal_weight=17.7417 0.126619 0.070473 0.0201769 17.6151 0.982572 16.6325 0.870739 0.30432 0.238393 0.1512 0.122613 0.0220924 0.100521 16.3341 0.495013 0.46126 0.383625 0.348046 0.273221 0.108994 0.164227 0.110229 0.080877 0.0253061 15.8391 0.430889 0.280232 15.4082 0.551804
internal_count=2900 133 124 123 2767 257 2510 246 238 231 222 215 62 153 2480 581 567 519 478 463 91 372 322 280 254 1899 82 53 1817 196
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 2 0 1 0 0 2 1 0 1 1 0 2 1 2 2 2 2 0 1 1 2 1 1 0
split_gain=0.00174788 0.00891346 0.0114098 0.0128973 0.00247668 0.0129091 0.00612282 0.0114428 0.00998993 0.0122689 0.00437965 0.00914919 0.00225015 0.0130299 0.00828992 0.00822579 0.00669325 0.00628599 0.00692351 0.0047851 0.0045202 0.00576566 0.00437432 0.00535981 0.00265152 0.0166459 0.0425831 0.0134224 0.0132285 0.0110335
threshold=0.31063441215000004 48.680511450650009 37.020641110850008 0.37331217625000007 49.110028829250005 0.39672464895000009 49.49736495185001 0.47648274005000008 0.50525433370000017 0.55671985870000007 0.61532588845000014 50.264779514000004 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.59210802070000013 0.58859016195000013 44.710446918150005 0.49994012155000006 42.526729949000007 42.508878681700004 40.79983011445001 40.742467179200005 0.62406814170000013 0.42829556000000008 0.42194844465000009 41.941595803500007 0.42970270350000012 0.42019700010000005 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 -6 -7 -8 9 -9 11 -11 24 -14 -15 16 -16 19 -19 20 21 22 23 -18 25 28 -27 -26 29 -2
right_child=4 -3 3 -5 5 6 7 8 -10 10 -12 -13 13 14 15 -17 17 18 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.10010871043126419 0.00031475583698326639 0.037861844807476626 0.02637777631802701 -0.10073033827080523 -0.10063631035511483 -0.048754941085407393 0.077404918745877807 -0.1004121496962696 -0.10024019216288634 0.051351885150968196 0.059241842267081173 -0.033326792805752257 -0.10033143758455659 -0.10126381267130098 0.099880581393010426 -0.10102659593683955 0.031306799706861753 0.047990939821168699 -0.0076609445464112776 -0.10021801584776953 0.10010915123734121 -0.10013767366887819 0.10003298237956126 -0.10026585918596385 0.045812322617088341 -0.057392706875279267 0.023052544159579295 0.0019859401620636488 0.022791570117808239 -0.014002895155012419
leaf_weight=0.006245130905877915 14.704568874705586 0.058870713986834744 0.013757913307927083 0.019016864937600297 0.01508454701979603 0.024095800081241237 0.019041257444769144 0.0098801811279714824 0.010366618643217862 0.022534280054969713 0.019253312977980386 0.02941523665047896 0.015049382334774902 0.0080685060145372356 0.0075751384166551352 0.0072161984387770209 0.0075913086596736644 0.040212322172010317 0.050338351396760572 0.008088628873172965 0.0031458977609872809 0.0074961279778708026 0.0037818024563875943 0.0052286205504382989 0.073535520470015991 0.16214600532444201 0.11074276925774029 1.4061729289660165 0.25421233774614016 0.55868247343179334
leaf_count=2 1463 8 11 106 5 26 3 58 53 12 13 55 65 20 3 56 60 11 36 53 1 68 2 107 35 28 28 348 32 132
internal_value=-3.01844e-05 0.0132952 -0.0237694 -0.047374 -0.000104369 -0.0129132 -0.00308114 0.00687938 -0.00780515 0.00401285 0.018503 0.0034045 5.59586e-06 -0.0116601 -0.00268856 0.00296531 0.00858824 0.00309464 0.0170533 -0.032679 -0.0126267 -0.027344 0.00552427 -0.0223552 0.000116235 -0.000263073 -0.0247467 0.00416393 0.000167494 -0.000209315
internal_weight=17.6814 0.0978906 0.0390199 0.0327748 17.5835 0.149671 0.134587 0.110491 0.0914496 0.081083 0.0712028 0.0519495 17.4339 0.163792 0.148743 0.140674 0.133458 0.125883 0.0905507 0.0353324 0.0272438 0.0240979 0.0166017 0.0128199 17.2701 15.7904 0.272889 1.47971 15.5175 15.2633
internal_count=2900 127 119 117 2773 225 220 194 191 138 80 67 2548 482 417 397 341 338 47 291 238 237 169 167 2066 1683 56 383 1627 1595
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 0 2 2 0 0 0 2 2 2 1 1 1 2 1 0 2 2 1 2 0 1 2 1 1 0
split_gain=0.00138201 0.0387651 0.0328355 0.0331954 0.101092 0.0168281 0.00848741 0.0662272 0.034619 0.0308296 0.0383528 0.0267449 0.0146068 0.046298 0.0502205 0.0469245 0.0128237 0.0287107 0.0163792 0.0738233 0.0550007 0.0476658 0.0583921 0.0569747 0.0469438 0.0397875 0.0346427 0.0998989 0.105572 0.0916399
threshold=0.48607826115000008 0.34587287805000005 0.48851830785000006 0.34692075085000007 0.4901499955000001 0.48368312325000012 40.166811829450005 39.749124837650008 0.47943175355000006 0.47694679800000012 0.47470135625000004 40.532725462000009 38.938637541200009 38.115457128050004 0.34427112960000006 0.34193587020000005 0.34608245260000009 43.542456167850005 0.34479506600000004 0.47943175355000006 43.968221017800005 40.79983011445001 0.34488488370000009 41.261521012900012 0.47577916830000005 0.34512439750000007 42.178283198950005 0.34542378970000004 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=5 -2 -3 -4 -5 6 7 8 9 10 12 -8 13 14 15 -1 18 -18 19 24 21 -20 -23 -24 -13 -25 29 -28 -29 -27
right_child=1 2 3 4 -6 -7 11 -9 -10 -11 -12 16 -14 -15 -16 -17 17 -19 20 -21 -22 22 23 25 -26 26 27 28 -30 -31
leaf_value=-0.015970071573593383 0.025971082194942693 -0.041433536357546666 0.045654128558189053 -0.10820452632408334 0.00034941182654489995 -0.015487191646478271 0.030876767435996461 -0.058028647320906436 0.039389932541244781 -0.036166136117208869 0.057016553587251856 0.0043074885132127093 0.01929200692686555 -0.10381132735548811 -0.1045164308383198 0.099144879809029585 0.02924567987903064 -0.022834143910171818 0.027132290395579718 0.054703776112462479 0.036254170551137548 -0.059694094800401491 -0.04126675057683471 0.028701307687021366 -0.048539812217737094 0.027025055575991781 -0.10296987387675777 0.057848222031133767 -0.042308040319515433 -0.025575379054330705
leaf_weight=0.09688139876195645 0.57446276133782426 0.19488313314933314 0.1568839313258622 0.086684711655835467 8.2923701776136696 0.72819284396363038 0.30222583932663827 0.21160947492527526 0.21260171628000535 0.23624964354530675 0.11971965778684535 1.587325805455805 0.12790865530865858 0.054326642073293741 0.036463008226573446 0.05580959451617673 0.3918264143570277 0.14503510825593935 0.33212446380207516 0.27147665499253282 0.29546041452891803 0.2438661993846839 0.44631777213561497 0.35238887732884938 0.18799367797767952 0.67215772106828786 0.13665535665954154 0.16664651441364775 0.28562631355048751 0.65296747721731663
leaf_count=79 25 20 9 4 1915 36 28 26 22 21 8 238 13 12 44 5 62 24 12 12 24 16 28 41 19 34 43 24 37 19
internal_value=-2.94297e-05 0.000808669 -0.000846945 7.96835e-05 -0.000773623 -0.000963427 0.000424209 -0.00748573 0.0038928 -0.00648276 0.00779653 0.00183205 -0.00806985 -0.022444 0.000925432 0.0261052 0.000408854 0.0151761 -0.000999061 0.00613789 -0.00507468 -0.00878765 -0.0128226 -0.00860906 -0.00128866 -0.00217797 -0.00786303 -0.0280433 -0.00540401 0.00110571
internal_weight=17.6551 9.30528 8.73082 8.53594 8.37905 8.34986 7.62166 1.15157 0.93996 0.727359 0.491109 6.47009 0.371389 0.243481 0.189154 0.152691 6.16787 0.536862 5.63101 2.0468 3.58421 3.28875 2.95663 2.71276 1.77532 2.26644 1.91405 0.588928 0.452273 1.32513
internal_count=2900 1973 1948 1928 1919 927 891 230 204 182 161 661 153 140 128 84 633 86 547 269 278 254 242 226 257 198 157 104 61 53
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 1 1 1 0 2 0 2 0 0 2 2 0 2 1 0 1 0 0 2 2 2 0 0
split_gain=0.00146619 0.0249026 0.0642918 0.0144874 0.036567 0.0811591 0.0204856 0.0377215 0.0151791 0.0721221 0.0586875 0.171785 0.0339992 0.0204659 0.0228687 0.0339877 0.0196633 0.025837 0.0928073 0.0199329 0.0277066 0.0473655 0.0247127 0.017558 0.0332847 0.0428476 0.0331827 0.0573007 0.0344392 0.13621
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.37138109635000011 0.43374449865000003 0.34548366815000003 0.3459626957000001 0.48101853240000009 42.686561923500008 0.48015029490000011 41.919251152600005 0.49320379630000005 0.52366695610000014 41.872669623500009 42.428475018400007 0.47470135625000004 42.564639561200003 0.34494476210000008 0.47694679800000012 0.34479506600000004 0.50300889195000009 0.49678153350000009 42.406961525800007 43.45354240915001 44.015822920550008 0.4901499955000001 0.48320409570000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -8 12 10 11 -10 16 14 -11 -16 -5 18 -18 -19 22 -22 -21 24 25 -15 28 -28 29 -27
right_child=1 2 3 8 5 6 7 -9 9 13 -12 -13 -14 23 15 -17 17 19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00089782540014422027 -0.025748148581472598 0.080411040313500604 0.014893141979712483 0.027405542460783496 -0.067709355095799034 0.026890688671385859 -0.081426339713271678 0.033046902349141587 -0.093553977254391754 -0.056868915914616014 0.046547459761309334 0.043731699618059554 -0.028534317001767104 0.024092215373080445 0.052906739915239899 -0.043311253169139204 0.056081848470013455 0.034637650869749646 -0.10307574773551827 -0.0024871971422252923 0.01579941848911676 -0.078366003677764487 0.039805210920349873 0.0065090849711588478 -0.03718274685416522 0.012696294159970792 0.081480550385811645 -0.020565261632471341 0.00060281309490153011 -0.11143807728528968
leaf_weight=8.6245582222561108 0.3867930936506444 0.098757396832438782 0.3107912731011292 0.23545502835327115 0.27008356276201084 0.1959203208098188 0.059706747672862548 0.055584500947504445 0.13676597478377039 0.14050955105904028 0.63001610459468793 0.27324671867110162 0.5100064957941014 0.45266670089040384 0.066006067983835237 0.082720688069749748 0.059254157496633098 0.1536274966131258 0.095988760843511045 1.3375823338573689 0.096324218897153702 0.11991764475290267 0.15407990789390158 1.8183897353680445 0.31150510350277927 0.1855585300162953 0.088956879832039676 0.14426362038249255 0.27752565780974692 0.16881015719263814
leaf_count=1360 22 11 26 18 9 9 22 22 27 13 23 31 37 17 6 37 29 27 23 167 22 22 16 764 33 33 13 36 16 9
internal_value=-3.1784e-05 -0.000930925 0.00019441 -0.000745186 -0.0127957 -0.0275997 0.00720933 -0.0262362 0.000680716 0.00409277 0.027384 -0.00206203 -0.00522001 -0.00238947 -0.0279398 -0.000608974 5.94034e-05 -0.00313321 -0.0423274 0.000135398 -0.00296811 -0.0364203 0.00188136 -0.00024598 -0.00778507 -0.000835873 -0.0138794 0.0183579 -0.0257775 -0.0464374
internal_weight=17.5414 8.91681 8.53002 8.43126 0.892086 0.581295 0.311212 0.115291 7.53918 4.77694 1.04003 0.410013 2.76224 3.73691 0.289236 0.148727 2.25223 2.01677 0.155243 1.86153 1.7079 0.216242 1.49166 3.44768 1.62929 1.31778 0.865115 0.233221 0.631894 0.354369
internal_count=2900 1540 1518 1507 88 62 53 44 1419 1058 81 58 361 977 56 43 324 306 52 254 227 44 183 921 157 124 107 49 58 42
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 2 2 2 1 1 0 2 1 2 2 1 2 2 0 0 0 1 1 2 2 1 1 1 1 0
split_gain=0.00145745 0.00737702 0.00318312 0.0174157 0.016744 0.0262335 0.0176432 0.00708818 0.00536614 0.00388599 0.00292923 0.0213491 0.0247362 0.0217044 0.0290597 0.0178626 0.0108461 0.0392184 0.00906061 0.00854768 0.00818648 0.00542327 0.020003 0.0217413 0.02974 0.0116718 0.00912612 0.0168407 0.02085 0.0540043
threshold=0.62143349005000015 0.47777012665000013 0.58859016195000013 47.480720532750006 0.43808568605000003 45.673096293200011 43.45354240915001 48.852845034800005 0.48363821445000005 0.48544953745000008 0.56915960600000015 42.686561923500008 0.48363821445000005 42.406961525800007 41.941595803500007 0.43887907550000005 39.468990633150007 39.420767558750008 0.56639022785000004 0.56323163980000013 0.56793209785000009 0.44805544745000009 0.43166372265000008 42.297164883650005 43.509905336500005 0.45601928085000004 0.42067602765000006 0.41917906650000009 0.40621538280000008 0.54095685760000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 -4 6 8 -5 -6 -10 18 13 -13 14 15 -12 17 -17 19 21 -20 22 26 -24 -25 -23 27 28 -1 -30
right_child=1 -3 3 7 5 -7 -8 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 20 -21 -22 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00021257004963999611 -0.10067898774304762 -0.0042185891556806914 0.10004162637013106 0.085075261285979739 -0.10075806243985413 -0.10184595692952003 0.045182506240306147 0.021491035521246215 0.092477974267523078 -0.10002483124471227 0.07128289248956865 -0.10076962077287972 0.012606347671912247 0.046045664600094606 -0.10131133251642069 -0.10036287088176961 -0.028120423289198799 0.10067578871336394 0.003828669261771818 -0.020514384354818681 0.049271321675700169 -0.035718636678807335 0.039783553981133833 -0.06299733204706856 0.04767658710880246 0.010500794008902687 -0.013497157376652453 0.021746618298519049 0.001744341803716647 -0.10186085900135373
leaf_weight=14.718717396754467 0.0085124846596370263 0.11553942428090228 0.011800595937043287 0.033721041399985552 0.014228240787393223 0.030879720234224806 0.044198119406246406 0.036519173087708801 0.0029393121933480862 0.001630260017233931 0.030838739653400088 0.047429238403976726 0.032382644799668014 0.085564769338816404 0.032057977070508059 0.014859598228583765 0.11381551511529198 0.027965432498604059 0.090650327349197535 0.20315448977238659 0.070454627410072135 0.12432290658817136 0.24937499753917863 0.056665323107154109 0.042483602830499179 0.097476155106545281 0.4987085225402933 0.35592912674379285 0.16631819993278782 0.072130855734887117
leaf_count=1629 25 313 6 6 62 8 18 36 4 82 11 45 23 9 7 70 34 2 22 44 23 24 38 9 45 22 135 32 65 51
internal_value=-3.7243e-05 -0.0108377 4.0171e-05 0.0134232 -0.0122288 -0.0263417 0.0106694 0.0520167 -0.0704792 0.0237999 -9.72557e-05 -0.00872228 -0.0547688 0.00332307 -0.0133281 0.00171659 -0.0119793 0.0309186 0.00010099 -0.000128262 0.0237017 0.000124546 0.000337704 0.0240349 -0.0155755 -0.0154061 -0.00018463 0.000248925 -0.000262646 -0.0295962
internal_weight=17.4313 0.124052 17.3072 0.175916 0.105676 0.0938757 0.0629959 0.0702402 0.0187978 0.00456957 17.1313 0.384914 0.0798119 0.305102 0.219537 0.187479 0.156641 0.042825 16.7464 16.5853 0.161105 16.3821 16.1603 0.348524 0.0991489 0.221799 15.8118 15.3131 14.9572 0.238449
internal_count=2900 338 2562 222 180 174 166 42 148 86 2340 201 68 133 124 117 106 72 2139 2094 45 2050 2004 92 54 46 1912 1777 1745 116
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 2 1 2 2 2 2 2 1 2 2 1 2 0 0 2 0 2 0 0 2 1 0 0 1
split_gain=0.00143274 0.0121736 0.00565542 0.00662899 0.010885 0.00859159 0.00747394 0.00268987 0.0102901 0.00944925 0.0154151 0.00615689 0.0167713 0.00339649 0.0143077 0.0182799 0.00616875 0.018277 0.0341769 0.0100036 0.0267636 0.00873576 0.0270089 0.0192909 0.0317602 0.0127248 0.0100468 0.0278206 0.00689295 0.0166167
threshold=0.48627286610000009 0.61532588845000014 0.50064369330000014 0.66697104880000013 0.59210802070000013 0.52041855035000018 48.852845034800005 0.46419268885000003 40.580626202750004 39.468990633150007 38.938637541200009 41.902916368500009 47.673928029900004 0.45280081435000008 42.622319549950006 39.134693790050008 0.44286099220000008 41.986601436450009 0.56915960600000015 0.56055207925000017 39.468990633150007 0.55754318735000019 42.564639561200003 0.56501302355000016 0.56915960600000015 46.650420857800007 0.43374449865000003 0.54749857790000023 0.54749857790000023 0.42067602765000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 5 -5 -4 -7 13 9 10 -9 -10 -13 16 15 -15 21 19 -19 -18 -21 26 23 -23 -25 -24 28 -28 29 -1
right_child=1 2 3 4 -6 6 -8 8 11 -11 -12 12 -14 14 -16 -17 17 18 -20 20 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.00018275362672870717 -0.10029913393163953 0.024850801241816101 -0.076927572871317962 0.03898874239373136 -0.10088641884034424 -0.10007752370733136 0.092803227404374744 -0.10055257699508691 0.049200582294538268 -0.10162232169345689 0.06311971856271574 -0.047362359513952977 0.053193281000633634 0.0054108796002960433 0.013227728361036986 -0.063829177050377758 0.021288191212010005 0.082919263772729637 -0.015351571654539396 0.024513385166596659 -0.055218357947851786 -0.029446863940505254 -0.10174679720159362 0.058094892214549415 -0.022227239518115102 -0.012395633967006388 0.064627699187562823 -0.017612045268035958 0.019440804465128338 -0.022115411275947738
leaf_weight=15.271396481591609 0.013522465100297656 0.051783606330810361 0.027163187482417028 0.028981371495273207 0.0068852403544084296 0.0028955706933415093 0.0065610512085072514 0.0090692882924806595 0.061200120960759108 0.013124880289039353 0.015743253874916263 0.031703608734119371 0.034785200213605094 0.07117813387576255 0.13206262056801599 0.082120362497221322 0.10407101560849819 0.082687581299381141 0.061871031149934197 0.0787481777796607 0.090462936648691539 0.15518519158836253 0.046152578192019789 0.097883612310553758 0.099035374513799956 0.024346551277173667 0.084822883949913996 0.079863513054135638 0.17880975737852267 0.341676742796161
leaf_count=1716 127 33 58 89 75 61 7 54 26 11 12 31 13 49 29 34 12 15 32 26 15 38 25 18 35 34 36 13 92 84
internal_value=-3.71088e-05 -0.0101936 -0.000388741 -0.0184196 0.0121372 -0.048348 0.0337441 4.40303e-05 0.0127265 -0.033002 0.00329549 0.0263129 0.00524571 -7.89361e-05 -0.0108972 -0.0316803 0.000104854 0.0121032 0.0408594 -0.00310795 -0.0181125 -0.000201231 -0.0143921 -0.00307995 0.0176989 -0.0708898 0.000174607 0.0247461 -8.16377e-05 -0.00030522
internal_weight=17.3858 0.137792 0.12427 0.0724864 0.0358666 0.0366198 0.00945662 17.248 0.165626 0.0379374 0.0248125 0.127689 0.0664888 17.0824 0.285361 0.153298 16.797 0.417841 0.144559 0.273282 0.169211 16.3792 0.422603 0.352104 0.196919 0.0704991 15.9566 0.164686 15.7919 15.6131
internal_count=2900 450 323 290 164 126 68 2450 147 77 66 70 44 2303 112 83 2191 100 47 53 41 2091 150 91 53 59 1941 49 1892 1800
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 2 2 1 0 2 1 1 2 1 2 2 0 2 1 0 1 0 1 2 0 0 0 0 2
split_gain=0.00159869 0.0104351 0.00363035 0.039539 0.0168824 0.00667751 0.00368341 0.0127334 0.00324191 0.0265957 0.018881 0.0242954 0.0225231 0.0315344 0.0299413 0.0184748 0.0418256 0.0168936 0.00580433 0.0101136 0.00763354 0.00624673 0.00589153 0.00574481 0.0176401 0.00919242 0.00643999 0.0155188 0.0150014 0.0184773
threshold=49.275256100300005 49.49736495185001 0.39614083410000006 48.461603274950008 48.315732392000008 44.921040431000009 48.852845034800005 48.315732392000008 0.45280081435000008 0.56055207925000017 46.177190236600005 0.45772581660000006 0.45976168375000009 42.428475018400007 0.47277027635000007 41.558544840500012 40.79983011445001 0.56323163980000013 38.938637541200009 0.46613873835000008 0.6329151821500002 0.49091344570000006 0.62406814170000013 0.44286099220000008 41.986601436450009 0.56369569775000017 0.55041765215000005 0.55538756325000016 0.54317236010000014 41.43512228960001
decision_type=2 2 2 2 2 2 2 2 2 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 23 -10 11 -11 -13 15 -15 16 17 -14 21 -20 -21 -19 -23 26 25 -25 28 -28 -4 -30
right_child=1 -3 6 -5 -6 -7 -8 -9 9 10 -12 12 13 14 -16 -17 -18 18 19 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.10025169300969294 -0.10090839023512055 -0.0019081823958690038 -0.00040221004140721464 -0.053142608310570688 0.10162589437339098 0.028658348723301103 0.0064006385775407515 -0.02102800308077013 -0.10152879536376658 -0.048183832226221697 -0.076249216732340974 0.067566940704671494 0.10037428838733556 -0.10171988014482436 0.0086274536292722578 0.083354505743761464 -0.10185347879788818 -0.10046979077421599 0.096860404152073643 -0.10018007590862013 0.079415360271121407 0.08532061133373614 -0.10024321129695779 -0.019158948395553353 0.041286847024918756 0.01803495785319317 -0.050097148902318915 -0.0034511454394783748 0.0062830641030541083 0.047032522075091621
leaf_weight=0.0057886944201780413 0.01177674792398134 0.11097878667991454 13.944947179586666 0.045551877628895454 0.045472573488950729 0.013138564052496804 0.83680597144848334 0.29391012564428898 0.028713440077617614 0.0720532275880717 0.031639229920543244 0.067098755013516115 0.032100938847179371 0.044865438804436053 0.054409309268937278 0.047139155628885376 0.025867881989595165 0.0087606641311594284 0.012251390936626194 0.0067530825516968207 0.0036435692794527519 0.0051022122708814918 0.002574189232422152 0.15157153247855668 0.13624419178813696 0.11831978185717965 0.08493221406282242 0.44511070922073631 0.51903579646673925 0.1416398499910656
leaf_count=115 22 197 1528 5 1 8 42 30 14 48 41 15 4 13 78 50 42 73 6 39 30 30 98 20 29 33 49 147 65 28
internal_value=-3.43897e-05 -0.0114059 4.66485e-05 0.0181593 0.0685933 -0.0107674 -6.97093e-05 -0.000402318 -2.30756e-05 -0.00845855 -0.00200759 0.00413152 0.016269 0.00213147 -0.041242 0.0319935 0.0070474 0.0466203 0.00247159 0.0353013 -0.0372398 -0.0427633 0.023094 0.000217352 0.0119542 -0.00285322 -9.75832e-05 -0.0109255 0.000295367 0.0150192
internal_weight=17.3482 0.122756 17.2254 0.109952 0.0643998 0.0189273 17.1155 16.2787 15.9848 0.442972 0.414259 0.38262 0.310567 0.243468 0.0992747 0.144193 0.0970539 0.071186 0.0390851 0.022648 0.0103967 0.0164371 0.0076764 15.5418 0.406136 0.269891 15.1357 0.530043 14.6056 0.660676
internal_count=2900 219 2681 129 124 123 2552 2510 2480 581 567 526 478 463 91 372 322 280 276 75 69 201 128 1899 82 53 1817 196 1621 93
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 1 0 2 1 2 1 2 1 0 2 2 1 1 2 0 2 2 2 1 0 2 0 1 2 2
split_gain=0.0018194 0.00893326 0.0109262 0.00305381 0.0124191 0.00775796 0.0559988 0.0178807 0.0237744 0.00686673 0.0380461 0.0237026 0.0150399 0.0251233 0.0101445 0.00973083 0.020607 0.0200531 0.0130661 0.00456559 0.0088538 0.00452567 0.0065616 0.00576984 0.00387015 0.00354837 0.00408339 0.00298068 0.0223514 0.0425019
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 48.919835655300012 48.680511450650009 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 44.421469061800003 0.31123319660000009 44.758188263300006 0.35877668335000007 0.47727612945000003 44.086690780350004 47.480720532750006 0.41640968835000008 0.44578006650000007 47.001379125850008 0.61802041855000012 50.448116877400004 50.448116877400004 51.307674290650006 0.43887907550000005 0.54191491270000014 52.932444045400004 0.61532588845000014 0.34392682850000006 38.938637541200009 38.115457128050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -5 -7 -8 -9 14 -11 -12 -13 -14 27 16 18 -18 -15 21 -21 23 -23 -10 -17 -24 -27 28 29 -2
right_child=3 -3 -4 5 -6 6 7 8 19 10 11 12 13 15 -16 24 17 -19 -20 20 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010436242792555816 0.018489401539304975 0.045218465442147381 -0.10171529104883528 0.001065005687668049 0.019923932151284747 -0.1028938061857394 0.039995737187357661 -0.10430928408926493 -0.0013713191167042263 -0.1071356645601011 -0.051722814206527218 0.031813044650447618 -0.10177491060395033 -0.10143001723972295 0.022382200278767077 0.0014547398110314024 0.066887892538145907 -0.018949505597777805 0.014728554316219576 -0.10055418617732469 0.03203999197952595 -0.10045085644350216 0.027200747541918605 0.064608402543785956 0.03665292639622942 -0.10078214182266088 0.023916477626861946 -0.00035810776623287509 0.022711042506906164 -0.069309845344838319
leaf_weight=0.036095147865043198 0.13466437976596957 0.046128740972505966 0.01143992127981619 0.53583913459442645 0.31287210252776176 0.062672981119746368 0.085503581874945667 0.026012198740578363 0.027708575898848231 0.038283922272967952 0.08824220383394632 0.14312239689485295 0.025777302449569106 0.03532993686849295 0.20373812787410095 0.053544384050837834 0.038814933141843255 0.091079180188799569 0.013340221899170501 0.011254974529137485 0.0091138666459755768 0.0072448609204016625 0.022387851422741384 0.025406643406313378 0.074985607318236447 0.0056782599577357429 0.004885334987193346 14.687682116108657 0.35293485898839094 0.093357889274656713
leaf_count=102 80 20 5 7 20 9 9 7 30 2 37 35 6 57 37 17 18 42 16 33 29 14 47 12 38 48 2 2043 68 10
internal_value=-3.12436e-05 0.0138683 -0.0165545 -0.000106884 0.00019175 -0.00604823 -0.0192888 0.0039788 -0.0180666 -0.000192305 -0.0106658 -0.00412028 0.00470452 -0.00695114 0.000215552 0.00100831 -0.014094 0.00670041 -0.0695916 0.00166735 -0.041226 0.0110305 -0.0142852 0.0301888 0.0219897 0.00465956 -0.0431129 -8.02306e-05 0.00694502 -0.0174578
internal_weight=17.3051 0.0936638 0.0475351 17.2115 16.3878 0.823708 0.287869 0.225196 0.139693 16.0749 0.60252 0.564236 0.475994 0.332872 15.4724 0.307094 0.178564 0.129894 0.0486702 0.11368 0.0203688 0.0933115 0.0401963 0.0531152 0.12853 0.0329514 0.0105636 15.2686 0.580957 0.228022
internal_count=2900 127 107 2773 2526 247 240 231 222 2506 268 266 229 194 2238 188 133 60 73 215 62 153 111 42 55 97 50 2201 158 90
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 1 1 0 0 0 2 2 1 1 0 1 1 1 2 1 2 2 0 1 2 0 2 0
split_gain=0.00131241 0.0379855 0.0121657 0.0241963 0.0188269 0.0139462 0.014308 0.0123924 0.0203859 0.0374962 0.0301765 0.0368794 0.0230821 0.0295218 0.0249657 0.0374476 0.0553316 0.0212298 0.0334257 0.0207599 0.0188064 0.0269181 0.0214412 0.029627 0.0180863 0.0155652 0.0149419 0.0476815 0.0276629 0.0481394
threshold=41.322103772800006 41.348489042950007 41.134354310300004 41.028010303750008 41.21013581150001 40.922041107600009 40.79983011445001 0.39078171310000004 0.42829556000000008 0.54384599265000022 0.55671985870000007 0.55980359870000018 38.386256906100009 38.238138001450004 0.39904493880000008 0.41808628485000005 0.54317236010000014 0.39458399450000009 0.40621538280000008 0.46208197360000008 40.337496327150006 0.34545372890000009 40.21994457600001 40.036761086100007 0.52266399210000014 0.46613873835000008 39.039757512550004 0.51929582950000019 39.268993001500007 0.50300889195000009
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 20 12 -10 -11 -12 13 17 -14 -16 -17 -9 -19 -13 22 -22 23 24 26 -21 27 -1 -28 -30
right_child=1 -3 4 -5 -6 -7 -8 8 9 10 11 19 14 -15 15 16 -18 18 -20 25 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00014515623489979858 -0.058644079239160665 -0.00014332602771430412 0.033192071208278086 -0.029025204023424869 0.0017381928374181595 0.024405272380889666 -0.024723028694873358 -0.091682539872194171 0.088246238269286792 -0.050141217823079801 0.07555061385473362 -0.016752095400837174 -0.062918378789735913 0.067766966138865722 0.027174183541489923 -0.081404022947268256 -0.0012430561156915238 0.041606127440818298 -0.10086888575726223 0.079864005043457545 0.00023927507373513229 0.037222441149239623 -0.020047161747828932 0.039177403223063074 0.021028979214504511 -0.026384649122976379 -0.022837308438152112 0.055636060042347828 -0.014363106790519751 0.028947826589544059
leaf_weight=1.7404215611272271 0.11244786942488083 8.5769717476489813 0.28406619737324934 0.28468334522165495 0.57648074495365176 0.23979860358355143 0.22866259372044329 0.028255131625933044 0.051806830815962657 0.10017313359844127 0.072819504351969044 0.2461301708377209 0.14579617028497083 0.065117795513806698 0.14393881935878738 0.1431717980240137 0.21604819284428345 0.068984286452490551 0.02162952042309399 0.044545023848741032 0.43314095681650844 0.36069258354473277 0.46221783818452866 0.21078673082502053 0.39716067277049649 0.01996943503887192 0.73749779664649384 0.16803570141200896 0.66850426873787661 0.41652753035305068
leaf_count=258 11 1529 22 34 44 24 36 20 9 39 17 134 32 10 30 16 29 51 39 16 28 31 21 23 35 254 14 19 52 23
internal_value=-3.41939e-05 -0.000900371 0.00084333 -0.000414369 0.0121211 0.000681596 -0.000109405 0.000698855 -0.00783144 0.00739195 -0.0012691 0.0114979 -0.0176176 0.0136464 -0.0264813 -0.0159232 -0.0331923 -0.0160015 0.00759733 -0.003517 0.00278514 0.0170432 0.000427672 0.00260881 0.000741591 0.0469764 -0.00141799 0.00476626 -0.00789381 0.00226331
internal_weight=17.2665 8.68942 8.57706 7.71652 0.860547 7.43183 7.19203 6.96337 1.36839 0.535444 0.483637 0.383464 0.832942 0.183987 0.648955 0.503159 0.35922 0.118869 0.0906138 0.310645 5.59499 0.793834 4.80115 4.33893 4.12815 0.0645145 3.73099 1.90846 1.82253 1.08503
internal_count=2900 1540 1360 1294 66 1260 1236 1200 696 469 460 421 227 120 107 75 45 110 90 404 504 59 445 424 401 270 366 277 89 75
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 0 0 2 2 0 2 1 1 0 0 0 1 2 1 1 1 1 1 1 2 1 2 2
split_gain=0.00151226 0.0569097 0.0142492 0.0366915 0.0390603 0.012234 0.0317833 0.0325096 0.0484933 0.0297768 0.0261176 0.0477419 0.0232045 0.0183279 0.0170507 0.0250159 0.0198185 0.0193411 0.0154256 0.057344 0.0223462 0.0217812 0.0138745 0.0441312 0.0358209 0.0136384 0.0454218 0.0352587 0.0176171 0.0130286
threshold=0.5025747732000001 0.35165114815000004 0.49588335680000006 0.35319301815000009 38.441102963850007 41.840895355800008 42.448133449100006 0.52511900840000014 0.53136133645000017 41.43512228960001 43.45354240915001 0.5089817670000002 41.621607100200002 0.40621538280000008 0.39513787010000007 0.56424957340000015 0.57357564145000006 0.58388970390000006 0.38573695400000008 39.852039223600009 0.38906020780000011 0.38991347565000006 0.42067602765000006 0.41640968835000008 0.42440346100000009 0.40105086675000007 39.468990633150007 0.41753240920000007 41.028010303750008 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=2 -2 -1 -4 -5 9 14 10 13 18 -8 -12 -11 -9 -7 -16 -17 -18 19 -3 -20 -22 23 -10 -24 26 -23 28 -27 -29
right_child=1 5 3 4 -6 6 7 8 22 12 11 -13 -14 -15 15 16 17 -19 20 -21 21 25 24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00041839103999881773 -0.094284978072700296 0.0038022790895577765 0.03763700158072681 0.017516771913410323 -0.037014838822985022 -0.011733456069600362 0.047509073183897355 -0.10212581535591912 -0.0044601992229347 -0.010456872883618509 0.039238982232658148 -0.088562618921434022 -0.084788150950697805 -0.0010355555514093566 0.066382276919317043 0.056300654456355764 -0.10118626867358307 0.023346689786006396 0.032595928854962562 -0.040910616340877358 -0.03631376748363517 -0.00023930227627558134 -0.10463132382063547 0.081454026511680322 -0.0043502242265318356 -0.02724252608265873 0.042482610808072405 0.0019513385731517044 -0.10632793616423111 -0.041200427347102463
leaf_weight=9.5505177839760087 0.065042667095894902 0.88996315886197341 0.35767018776823567 0.34191386545899149 0.21329312199837647 0.064474161512407924 0.22318004996111795 0.070614885890137036 0.26872208579704382 0.092918769872945561 0.076194189127932077 0.04742218519150887 0.076636727466727672 0.024040552765396905 0.18417744294492877 0.037557357922196388 0.025329101634270046 0.024567710979550128 0.22512482799356837 0.42323342583836165 0.15706599106124519 1.2105079386850479 0.037764584296382964 0.076897145346265461 0.6273676503161969 0.075365172310658646 0.31326838270797441 1.3059121027987854 0.044976776755902392 0.073929111682966009
leaf_count=1019 3 52 22 35 34 28 27 47 91 35 18 73 35 35 35 3 7 36 25 34 9 99 13 17 355 50 42 606 4 11
internal_value=-3.00463e-05 -0.00119796 0.000722519 0.0126587 -0.00343256 -0.000291202 0.00678616 0.000372543 -0.00800793 -0.00288003 0.0270851 -0.00978876 -0.0440536 -0.0764509 0.0344973 0.0454706 0.00143071 -0.0398699 -0.00140075 -0.0106084 0.00214912 -5.63851e-06 -0.00159834 0.0146549 -0.0100439 0.00188022 0.00854376 -0.00488811 -0.0568 -0.000360646
internal_weight=17.2056 6.74225 10.4634 0.912877 0.555207 6.67721 1.78831 1.4522 1.10541 4.8889 0.346796 0.123616 0.169555 0.0946554 0.336106 0.271632 0.0874542 0.0498968 4.71935 1.3132 3.40615 3.18103 1.01075 0.345619 0.665132 3.02396 1.52378 1.50018 0.120342 1.37984
internal_count=2900 1790 1110 91 69 1787 785 676 558 1002 118 91 70 82 109 81 46 43 932 86 846 821 476 108 368 812 141 671 54 617
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 0 2 2 1 1 2 1 0 1 1 2 2 2 2 2 2 0 1 1 0 0 1 2 1
split_gain=0.00145169 0.0139299 0.00783123 0.0516373 0.0453111 0.0276025 0.0165287 0.0254855 0.0277505 0.00953348 0.010884 0.00749652 0.0349077 0.0323301 0.0392372 0.0429947 0.0147948 0.0194049 0.017165 0.00775626 0.0127946 0.00702124 0.0320414 0.0199296 0.0590986 0.0102094 0.0505168 0.0311217 0.0289679 0.102991
threshold=39.788107623550012 39.685256516350002 0.34692075085000007 0.47943175355000006 0.48759019190000008 39.039757512550004 0.47612346935000005 38.771633980050005 37.962710038050005 0.33672644530000007 0.31810424840000007 40.21994457600001 0.34554354660000003 0.50300889195000009 0.39135055835000004 0.41985269900000005 40.259171735100004 40.496232821400007 40.380906245900007 40.580626202750004 40.712530798250008 39.211875820650008 0.52215502530000013 0.39024280710000009 0.4019490434500001 0.52029879345000019 0.52215502530000013 0.38991347565000006 39.134693790050008 0.39051226010000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 9 10 -1 12 -2 -14 -15 -16 -13 18 -18 -19 -21 25 -23 -24 -25 -6 -27 -28 29 -29
right_child=11 -3 4 -5 21 -7 -8 -9 -10 -11 -12 16 13 14 15 -17 17 19 -20 20 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=0.0069341189082239938 0.046116244772550115 -0.027692801099900022 -0.078507655931813525 0.052674300321238925 -0.005272130241663976 -0.031940498628341453 0.039589956090381302 0.05711153684957393 -0.062903553393100331 0.023433801656414344 -0.08461059221237674 -0.020707917687023902 -0.039391783297836221 0.053799360964681513 -0.072887071186283472 0.020142492209779619 0.0054020120754951695 -0.015379148730409421 0.049121004524616672 0.023847288039132056 -0.00027035734618939105 -0.044572618185047277 -0.014848965429830073 0.092611685095008001 -0.020155609084168313 0.078906430861409124 0.051946485313850189 -0.11092907171242616 0.050073176315592251 0.0017216591489880224
leaf_weight=0.035085281797138143 0.19867549564577291 0.19518887020285536 0.076753005668527829 0.20036922648432665 1.2896289873937128 0.24510147935870918 0.13159719842951745 0.058186720867524855 0.084999521860140703 0.11522305632183355 0.020620372612016893 0.33778427274598932 0.16732369709484374 0.14601046049756405 0.077602641284556739 0.13806311146267891 0.22394503661770926 0.32792158653398118 0.14992929708384395 0.22465320348740547 10.546123823323851 0.19038037781137962 0.23043777222028439 0.082333314356219489 0.10670523055150305 0.091372445171430061 0.1157893189920286 0.087384559746851553 0.098453173403740268 1.1390143882254444
leaf_count=28 20 24 46 18 103 22 8 6 11 31 39 12 17 16 18 37 36 24 24 36 1724 14 5 7 40 17 12 8 8 489
internal_value=-3.13443e-05 -0.00155194 -0.000392156 0.00797887 -0.0025186 -0.00498496 0.00983816 -0.00262624 -0.016208 0.00701285 -0.0269527 0.000525886 0.0103768 -0.00304575 0.0137692 -0.0133322 -8.10631e-05 0.000526248 0.022934 -0.000228586 0.00023268 -0.000818941 -0.0105487 0.00489314 0.0289587 0.001284 0.00680287 0.00222971 -0.00211543 -0.00630504
internal_weight=17.1327 4.59462 4.39944 0.891183 3.50825 0.690814 0.445712 0.314115 0.255928 0.170929 0.0557057 12.538 0.727675 0.529 0.361676 0.215666 11.8104 11.4726 0.373874 11.0987 10.7708 3.4315 0.609857 0.419476 0.189039 2.82164 1.53201 1.44064 1.32485 1.2264
internal_count=2900 936 912 163 749 145 123 115 109 98 67 1964 108 88 71 55 1856 1844 60 1784 1760 703 66 52 47 637 534 517 505 497
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 2 1 1 1 0 2 2 2 0 1 2 1 1 1 1 0 2 2 2 2 1 2 1 0
split_gain=0.00144248 0.0275819 0.0124482 0.0295149 0.0318995 0.0102094 0.00829053 0.039702 0.0338788 0.0446243 0.0347993 0.0353152 0.0265582 0.0206509 0.0200861 0.0395678 0.0516466 0.0357276 0.0190496 0.0263886 0.0261754 0.0201769 0.0960817 0.0300249 0.0236014 0.01915 0.0185046 0.0155179 0.0146291 0.0140744
threshold=0.5025747732000001 0.36501901140000009 0.49588335680000006 0.35319301815000009 38.441102963850007 0.49320379630000005 41.840895355800008 0.37138109635000011 0.37668033890000002 0.38398550940000004 0.52104727400000017 42.448133449100006 41.395309858300003 41.621607100200002 0.52401125715000008 0.3982365797500001 47.833738492450003 0.39904493880000008 0.4019490434500001 0.42067602765000006 0.41985269900000005 0.56639022785000004 43.061965423550006 42.654057868200006 43.279086095950007 43.542456167850005 0.43590012275000006 44.215931556700006 0.41640968835000008 0.56424957340000015
decision_type=2 2 2 2 2 2 2 2 2 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 -1 12 -8 -9 -10 -11 29 -3 -14 -13 16 -16 -17 -19 20 27 22 -21 -23 -25 -24 -27 -20 -29 -12
right_child=1 6 3 4 -6 -7 7 8 9 10 11 14 13 -15 15 17 -18 18 19 21 -22 23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.00011344177676662849 -0.036383652110047619 -0.0006913762843549176 0.034495317867465423 0.016331436220383379 -0.033216207205699226 -0.023090316783792867 0.078467118343158074 -0.075263429523530018 0.069009738826880856 -0.10168478881562036 0.050428799591065214 0.059258804670596792 -0.010633430467899845 -0.081874919981842043 -0.10178716992951975 0.087012404248741293 0.0098426578486923936 -0.069260379508014586 0.046855043735036413 -0.10254744866488591 0.097418663246258891 0.054999341029390185 0.079344511193381817 -0.10158062391134724 -0.0022570733131077572 -0.059393984315696362 0.049253117973976322 -0.10060778943970941 0.023071485172106675 0.0012642140929461211
leaf_weight=9.3297044805170781 0.21533449902767454 4.6168752992162032 0.35300701680534929 0.34112459482275881 0.20988660688435479 0.19355400047688931 0.072528263973964946 0.053705868388192246 0.10327534149830331 0.032302385231599451 0.19068981758573489 0.047066590692465327 0.09413561641788426 0.071664417862161933 0.093022281921349537 0.045699389767833054 0.0747510652928014 0.042193523298919899 0.042915344889626922 0.10411332815881025 0.05019986373372376 0.090800444735776864 0.047469630037085153 0.025737329886700522 0.33956154437224129 0.031223621254965167 0.031482498620048344 0.019748785920983364 0.01854362203312121 0.083822129060513006
leaf_count=997 27 922 22 35 34 22 29 17 26 30 49 16 38 35 60 3 32 10 12 22 6 21 9 38 252 20 27 33 10 46
internal_value=-2.71982e-05 -0.00117939 0.000706384 0.0119207 -0.00254184 -0.000358159 7.51177e-07 0.0061342 0.00278912 0.00555673 0.000913545 0.00331679 -0.00210353 -0.0414264 -0.00466103 -0.00750604 -0.0520507 0.000893992 -0.00376905 -0.00032265 0.0406533 -0.00835463 -0.0336647 0.00353681 -0.00925497 0.0314277 -0.00484616 0.00556286 -0.0407144 0.0354164
internal_weight=17.0661 6.63886 10.4273 0.904018 0.551011 9.52326 6.42353 1.64085 1.56832 1.51462 1.41134 1.37904 4.78268 0.1658 1.10453 1.05746 0.167773 0.889689 0.84399 0.801796 0.131408 0.670388 0.214289 0.456099 0.365299 0.110176 0.0627061 0.0812078 0.0382924 0.274512
internal_count=2900 1790 1110 91 69 1019 1763 768 739 722 696 666 995 73 571 555 92 463 460 450 61 389 78 311 290 56 47 55 43 95
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 2 0 2 2 2 2 2 2 1 2 2 0 2 1 0 2 0 0 2 2 2 1 2 1
split_gain=0.00136302 0.0311276 0.0110139 0.0194017 0.014589 0.0232697 0.0123871 0.0126272 0.0427612 0.0288897 0.018797 0.0146467 0.0199303 0.0162641 0.0127874 0.0127098 0.0201485 0.0120911 0.015239 0.0118051 0.0462569 0.0175701 0.0233491 0.0142849 0.0371072 0.0315551 0.0159903 0.0136094 0.0107832 0.0119994
threshold=41.322103772800006 41.348489042950007 41.134354310300004 41.028010303750008 0.34515433670000012 0.36665069905000008 40.922041107600009 0.56704889075000009 40.79983011445001 40.742467179200005 40.621691032550004 40.305698932850007 40.496232821400007 40.580626202750004 0.35814795965000007 40.21994457600001 40.12915366295001 0.56915960600000015 39.420767558750008 0.39078171310000004 0.52772372085000019 38.994321257850011 0.54679500610000009 0.50449088350000015 39.646013290900008 38.771633980050005 37.360990606650006 0.38185982460000006 37.572218886150004 0.39513787010000007
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 7 8 11 10 17 15 -13 -14 -15 16 19 -9 -19 23 -21 28 -23 24 -1 26 27 -25 29 -22
right_child=1 -3 4 -5 5 -7 -8 9 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 20 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00074292553312688744 -0.053971857651955502 -0.00023167553383486047 -0.0098841483643107037 -0.026078469236071974 0.03895081905747922 0.00021027448365987676 0.023088792077790327 0.06408713391835931 -0.047837503114184624 0.097383441598116863 -0.10212638241451187 0.03526288756368496 -0.013822121704735651 -0.0013193060668965438 0.030314814187993946 -0.018285771018664874 0.031215395029064771 -0.066919126151807437 0.021037977843828871 -0.10217999464762242 -0.087926665182807895 -0.0054118658257281587 -0.060172694825159329 -0.023973268451696259 -0.035422106476570292 0.014383918362898682 -0.041110698639952668 0.023283433135496957 0.015194594709392698 -0.00089281781185346495
leaf_weight=1.9502385992983113 0.10917432707746044 8.4527053432601047 0.22922659170990289 0.28188151830723551 0.31104627941437002 0.30914148874947855 0.23817643609802974 0.038143089981702155 0.18810444370956236 0.042939647213643184 0.014889620368080614 0.25980762750913278 0.32776467316022462 0.25210574105432215 0.25911909155263402 0.42061025893830351 0.19628923587220004 0.026642508621204625 0.075566227485695858 0.053533202556471537 0.022336653737511369 0.25442637969536008 0.11219955180136765 0.12449665267376975 0.33201440519886904 1.4217025879279388 0.16553644478699425 0.11937678817866981 0.34801004778725542 0.054473387970792375
leaf_count=262 11 1529 14 34 20 32 24 20 21 18 9 38 22 17 25 18 18 272 53 58 6 32 37 17 37 45 23 28 72 88
internal_value=-2.82235e-05 -0.000916928 0.000874405 -0.000335569 0.0116725 0.01964 0.000658669 -9.79994e-05 -0.00081669 0.0247871 0.00470703 0.000508568 0.0110609 0.00356636 0.0147147 -0.00157114 -0.000207254 0.0160407 -0.00188959 -0.0014512 -0.0122169 -0.00613184 -0.0221705 0.000760321 -0.00451824 0.00733939 -0.0171232 -0.00084097 0.00770973 -0.0262026
internal_weight=16.9917 8.56188 8.4298 7.58038 0.849414 0.620188 7.2985 7.06033 6.86215 0.198181 0.155241 6.67404 1.0988 0.83899 0.511225 5.57524 5.15463 0.140352 0.102209 4.95834 0.844979 0.791446 0.366626 4.11337 2.28225 1.83111 0.40941 0.243873 0.42482 0.07681
internal_count=2900 1540 1360 1294 66 52 1260 1236 864 372 354 843 102 64 42 741 723 345 325 705 293 235 69 412 299 113 68 45 166 94
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 2 2 0 2 1 0 2 0 2 2 2 2 1 2 2 2 0 2 0 0 1 2 1 2
split_gain=0.00165154 0.0461703 0.0122856 0.0156275 0.0162492 0.0380979 0.0270696 0.0426226 0.0417504 0.0337933 0.0120955 0.00986287 0.00730925 0.0322366 0.0276928 0.0285073 0.0201158 0.0174945 0.0568085 0.0184683 0.0126424 0.0422831 0.0414368 0.0356964 0.0227763 0.0609691 0.0287699 0.0196921 0.0301244 0.0263675
threshold=0.5025747732000001 0.35165114815000004 0.49967066855000003 0.36501901140000009 0.34988473400000003 0.35319301815000009 40.823855932350007 39.852039223600009 0.46928235680000008 37.663157789700008 0.35877668335000007 0.49811382890000006 39.468990633150007 0.47778509625000004 40.12915366295001 40.532725462000009 40.922041107600009 41.322103772800006 0.34521421515000011 41.395309858300003 41.919251152600005 42.072181850200003 0.47760546090000006 41.678468725050003 0.48101853240000009 0.48368312325000012 0.34575312120000007 43.812290675100009 0.3447651268000001 42.801286935650005
decision_type=2 2 2 2 2 2 2 2 2 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 12 -6 7 9 -8 -7 -3 -5 13 -1 -14 -16 -17 18 -18 -19 22 -22 -21 -24 26 -26 27 28 29 -23
right_child=1 10 -4 11 5 6 8 -9 -10 -11 -12 -13 14 -15 15 16 17 19 -20 20 21 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0040740948398386876 -0.088625368553098605 0.033588615138410494 0.021033658584685012 -0.0074204888371455033 0.059877051661514608 0.036174179863297122 0.024311696980826126 0.065153046666122705 -0.074412549327417185 -0.04169735658282759 -0.0010125999748019227 -0.050200294144124795 -0.024594984630868177 0.048110001072605782 0.021505661919173261 -0.019128616966521315 -0.014221075509413872 -0.027417303370302806 0.038614480243782223 0.03749581180966037 -0.03297628015145232 0.031338365166194267 -0.017319257240190872 0.017860079135821629 0.042750513855687844 -0.0026103448125449368 -0.039302146958432975 0.0039636269258562931 -0.037004681744718493 -0.024131653068176891
leaf_weight=0.42597655763736142 0.059952769029336994 0.10265459547690614 0.29043358010699272 0.12230777361671075 0.15157336527241561 0.099990030773065119 0.078637209314180723 0.12716238532640034 0.094091169128660113 0.12589163576714668 6.3738094145514763 0.096343993584425913 0.47324619278646096 0.16393617849098518 0.58756086811979358 0.58767618613119754 0.38258040875950872 0.2668918448689509 0.43474232746086727 0.35045965856618 0.4313806025391006 0.17828469775500472 0.6499908505938945 0.51853914304501814 0.40680788993626027 1.0908996417638261 0.23389166687194762 1.516348209293823 0.35037712641259855 0.16500665061225245
leaf_count=127 3 15 36 48 16 40 33 10 13 19 1772 14 43 21 33 34 28 10 26 36 30 37 27 24 26 49 41 131 108 50
internal_value=-2.71537e-05 -0.00127278 0.000755648 0.000173149 0.000757659 0.0157065 0.0029727 0.0188439 -0.0294668 -0.00722631 -0.000464157 -0.0262704 -0.0003412 0.0104278 -0.00107778 0.000287552 -0.00136067 0.000136107 0.0138827 -0.00168815 -0.000522689 -0.00325274 0.00733682 -0.00170831 2.76461e-07 0.00971059 -0.00595052 -0.00242084 -0.0163772 0.00467611
internal_weight=16.9374 6.53642 10.401 10.1106 9.89194 0.677346 0.525772 0.353044 0.172728 0.225882 6.47646 0.218652 9.2146 0.589913 8.62468 8.15144 7.56388 6.9762 0.817323 6.15888 5.89199 4.373 1.51899 1.16853 3.94162 1.49771 2.44391 2.21002 0.693668 0.343291
internal_count=2900 1790 1110 1074 1012 131 115 69 46 59 1787 62 881 148 733 690 657 623 54 569 559 472 87 51 442 75 367 326 195 87
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 0 1 1 2 0 2 0 0 2 2 0 1 1 0 2 2 2 2 1 2 0 2 0
split_gain=0.00148029 0.0205364 0.0691197 0.0451734 0.0156103 0.0339379 0.0136845 0.0184217 0.012338 0.00997538 0.00800805 0.0401137 0.0386993 0.0287746 0.0246503 0.019295 0.0318057 0.0193349 0.0176787 0.0176129 0.0162165 0.0256483 0.0215929 0.0156235 0.0167452 0.0104179 0.00898049 0.030255 0.019294 0.0166759
threshold=0.54317236010000014 0.41917906650000009 0.54475913895000005 0.40367054880000008 0.42194844465000009 0.42552618185000007 0.41865513010000005 0.54017843775000018 0.39513787010000007 0.4211999641000001 41.840895355800008 0.55671985870000007 42.297164883650005 0.56055207925000017 0.54749857790000023 41.093509583400007 41.061442884200012 0.56704889075000009 0.45280081435000008 0.46208197360000008 0.56639022785000004 42.654057868200006 43.279086095950007 40.742467179200005 40.621691032550004 0.43099009015000006 39.468990633150007 0.57357564145000006 39.420767558750008 0.56915960600000015
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -6 -1 9 -2 -8 11 14 -12 -13 -7 16 17 18 -15 -17 -14 -22 -23 24 25 -19 28 -28 29 -27
right_child=1 2 4 -5 5 10 7 -9 -10 -11 12 13 20 15 -16 19 -18 23 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=5.2751162759990622e-05 -0.026760106138559892 0.071479566028376545 0.024922832327363961 -0.1017304473114409 -0.057352037323641164 -0.0064120736039632491 -0.0027240302614253017 -0.0098797087160913816 0.063697188983485767 -0.10075936198613628 0.056602409399472156 0.058107308470519883 -0.035954077606285405 -0.054239893477872482 -0.084025843110208429 -0.06945096032720359 0.10115923720513437 0.098741460540450146 0.010191226612083602 0.0083204339892364778 0.044618323465753042 -0.10142755552434367 -0.0018977529943921296 0.071641941906056578 -0.10191867930969319 0.058436297461868396 -0.10178557093114032 0.048547229786201275 0.10058440449353277 -0.062960266347828406
leaf_weight=14.475637649580825 0.027940573646091101 0.14444408925555752 0.21563733333485169 0.057322861993004563 0.10997228019378713 0.072218464194520549 0.014092530356720118 0.23413507633972586 0.032755104522038891 0.039390451893422135 0.1324610315782575 0.087316032497028573 0.12018881103796275 0.097368105931087301 0.094423951247123716 0.073770193819655105 0.032724397442650766 0.013364478487346759 0.075688818851066764 0.048111673355386408 0.12259537962978229 0.023292884888036269 0.33951317116202517 0.044847580460313452 0.013485352792571348 0.020339193541360608 0.026225584130884272 0.02734671937937927 0.02466493943416026 0.025505155783097498
leaf_count=1653 23 18 29 59 22 7 5 28 24 84 39 22 32 27 39 17 3 2 29 39 33 38 250 28 9 14 8 46 3 270
internal_value=-2.27795e-05 0.00245907 0.00486802 -0.0380683 -0.000358124 -0.00371203 -0.000376402 -0.0219754 0.0220562 -0.0749275 0.000180483 -0.00690245 0.00764105 0.00496293 -0.0503901 -0.00390215 0.00667534 -0.00170759 -0.0260601 -0.0387515 -0.0030683 0.00507446 -0.00828777 0.0198185 0.00441978 0.0148531 0.00581767 -0.0250461 0.0292677 -0.00910176
internal_weight=16.8668 2.10352 1.98551 0.118019 1.84106 1.62542 14.7633 0.287618 0.0606957 0.053483 1.51545 0.777401 0.738051 0.610758 0.166642 0.523442 0.40156 0.368836 0.173057 0.121882 0.60559 0.485401 0.362806 0.195779 0.150931 0.137446 0.124082 0.0535723 0.0705093 0.0458443
internal_count=2900 1130 1024 106 1006 977 1770 117 47 89 955 563 392 517 46 495 439 436 56 56 353 321 288 380 352 343 341 54 287 284
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 1 1 2 0 2 1 1 2 2 2 1 1 1 1 2 1 0 1 2 2 0 1 2 1
split_gain=0.00138793 0.0189755 0.0254877 0.0154306 0.00929417 0.0180038 0.0147849 0.0237034 0.0235484 0.0122448 0.0196684 0.0100939 0.00515667 0.00286532 0.0177685 0.0174067 0.0164937 0.0497646 0.0286541 0.0568366 0.0320255 0.0138966 0.0486214 0.0240966 0.0200297 0.0129694 0.0103283 0.00782688 0.0278814 0.0134613
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.3972336157500001 0.42646926740000007 41.468518788800004 0.32272985840000007 0.34193587020000005 40.08085804200001 0.41155953415000007 35.818873074050011 0.34392682850000006 0.34427112960000006 43.740100730350001 43.542456167850005 43.368902217050007 0.34479506600000004 0.34488488370000009 0.34515433670000012 0.34527409360000011 43.812290675100009 0.38398550940000004 0.48015029490000011 0.38780276035000005 43.902382686800003 43.933728833200007 0.50579323975000012 0.40105086675000007 47.833738492450003 0.41865513010000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 8 -8 -5 -11 -9 -13 14 15 -14 -15 -18 -19 -20 -21 22 -22 -23 -24 -26 -27 28 -25 -29
right_child=3 -3 -4 4 6 -7 7 11 -10 10 -12 12 13 16 -16 -17 17 18 19 20 21 23 24 27 25 26 -28 29 -30 -31
leaf_value=-0.0067205098064611907 0.038348014847509576 -0.040054976005445976 0.041301506427903756 0.042771435183556472 0.029236167847037038 -0.1030586785886636 -0.01207039776322962 0.018559633551328863 -0.10167488794620042 0.016606972395225631 -0.10220428015288543 -0.021600509468926367 -0.00041908589221442358 -0.049851438391611873 -0.031411500220350712 0.034093281600648888 0.10106640076345784 -0.055635380205292712 0.07734662375679624 -0.086325535479700677 -0.01012828432970387 -0.10167551858539269 0.096827974145789503 -0.10265069356232695 -0.019069757956101607 0.082317554805934945 0.011382354955709321 0.043328365449233318 0.0067633312847646399 -0.0046471115714379584
leaf_weight=0.59515048814135596 0.10526539820352709 0.12437716979611935 0.13572776643559337 0.031451152757652236 0.17272278311429801 0.025240317692964059 0.086032267419759667 0.29299855005228792 0.044499624749068323 0.032060529057232771 0.024643011732648823 0.11155667336424713 13.307811352377776 0.054028160870075115 0.18299895919589104 0.14776175274019188 0.053426472470164188 0.079360426403581985 0.10322359879501153 0.0416072217131499 0.29191195646740187 0.025913407459817961 0.070994688780046999 0.033632298950578898 0.037354499101638794 0.047693512697151164 0.036033984340264169 0.069658781277851411 0.075736557480770461 0.36462074859617982
leaf_count=113 12 29 4 9 23 38 29 23 40 19 30 13 1880 3 35 33 2 4 6 9 36 10 4 25 3 13 44 58 38 315
internal_value=-2.26347e-05 -0.00394722 0.00219742 0.000187802 -6.57135e-05 -0.0285922 0.000139909 -0.000183096 -0.0426175 -0.0072711 -0.0350277 0.000175921 -0.000179961 -2.09063e-05 -0.000461024 -4.00899e-05 0.00431247 0.00651082 0.00255715 0.00641083 -0.00027519 0.00312314 0.015582 -0.00746388 0.0546558 0.0299287 0.051789 -0.00297321 -0.0268829 0.00304819
internal_weight=16.8055 0.855255 0.730878 15.9502 15.845 0.113395 15.7316 15.5589 0.130532 0.0881547 0.0567035 15.4283 15.1353 15.0238 13.6386 13.4556 1.3852 1.33117 1.27774 1.19838 1.09516 1.05355 0.483989 0.569562 0.192077 0.121082 0.0837275 0.543648 0.109369 0.43428
internal_count=2900 146 117 2754 2742 96 2646 2623 69 58 49 2554 2531 2518 1948 1913 570 567 565 561 555 546 100 446 64 60 57 436 63 373
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 2 2 1 0 2 1 1 0 0 2 0 1 0 1 2 2 0 0 0 1 1 0 0 0
split_gain=0.00133643 0.00997042 0.00372591 0.0331088 0.0158258 0.00599399 0.00335577 0.012694 0.00310658 0.0220684 0.015793 0.020359 0.0188343 0.0269602 0.0226979 0.0137719 0.0136978 0.0191186 0.010454 0.00802082 0.0136955 0.00922819 0.00517437 0.019665 0.00900975 0.00896178 0.0284843 0.0535735 0.0202978 0.0239229
threshold=49.275256100300005 49.49736495185001 0.39614083410000006 48.461603274950008 48.315732392000008 0.37331217625000007 48.852845034800005 48.315732392000008 0.45280081435000008 0.56055207925000017 46.177190236600005 0.45772581660000006 0.45976168375000009 0.56323163980000013 0.58388970390000006 39.468990633150007 0.58626987215000004 0.47277027635000007 0.66294422320000013 0.49901200560000009 44.710446918150005 41.902916368500009 0.54317236010000014 0.54475913895000005 0.54095685760000012 0.4355408521000001 0.42194844465000009 0.54679500610000009 0.55980359870000018 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 2 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 22 -10 11 -11 -13 -14 15 -15 -16 -18 19 20 21 -19 24 -24 -4 26 -25 -28 -27 -30
right_child=1 -3 6 -5 -6 -7 -8 -9 9 10 -12 12 13 14 16 -17 17 18 -20 -21 -22 -23 23 25 -26 28 27 -29 29 -31
leaf_value=0.0262861527460953 -0.10085880561545083 -0.0012656787964703689 -2.6650680502870712e-05 -0.047720725764557791 0.10147640322128021 -0.10017097476584791 0.0062062943469484416 -0.021255891000526526 -0.10120931627936279 -0.045872704718887804 -0.07296426786982757 0.06381982588019075 0.061600765959695394 0.0014347424706828704 0.10012979285938702 -0.10164349124111827 -0.10138755808429348 0.042992903548780603 -0.10068556093187431 -0.044734248314379631 0.1003737859979454 -0.06327023120164077 0.035529181656146221 0.018049907767171452 -0.019323291877676133 0.034794503701419476 -0.10277364232910902 -0.005609913606740756 -0.049671251113628113 0.0079755111589884606
leaf_weight=0.012918187696419309 0.01109391219624084 0.10703604622714652 13.306296024158403 0.043107862045872025 0.041413359344005585 0.0052803749401747193 0.81196512125825471 0.2861530312866315 0.024207880223483302 0.068556538386031374 0.029588068363409548 0.061528307156628936 0.055878871264212648 0.019139090426030653 0.014179384268937931 0.040157735336251665 0.016989614171605258 0.02132982358987618 0.0070387451507240009 0.012788261527058691 0.02418872740236111 0.013248556920189003 0.19400966052290836 0.24281198298171491 0.24644465256324188 0.21190354848209841 0.072850016254960792 0.25672078002250664 0.087381585661205463 0.40865593387626947
leaf_count=12 22 197 1501 5 1 111 42 30 14 48 41 15 7 41 4 30 36 54 106 157 4 24 30 89 32 33 9 88 16 101
internal_value=-1.99277e-05 -0.0106187 5.53297e-05 0.0190418 0.0673206 -0.0104058 -6.26263e-05 -0.000386385 4.97509e-07 -0.00860046 -0.00277156 0.00307838 0.0147932 0.0013828 -0.0185209 -0.0683732 0.00841062 -0.00519547 0.0155983 0.0270369 0.0426549 0.00227864 0.000234491 0.00586059 -0.000377543 0.00136486 -0.00793963 -0.0270875 0.0088877 -0.0021795
internal_weight=16.7549 0.11813 16.6367 0.10272 0.0596119 0.0181986 16.534 15.722 15.4359 0.40882 0.384612 0.355024 0.286467 0.224939 0.16906 0.0592968 0.109763 0.0955837 0.0785941 0.0715554 0.0587671 0.0345784 15.0271 1.47433 13.5527 1.28032 0.572383 0.329571 0.707941 0.496038
internal_count=2900 219 2681 129 124 123 2552 2510 2480 581 567 526 478 463 456 71 385 381 345 239 82 78 1899 366 1533 336 186 97 150 117
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 0 1 0 2 2 0 2 2 1 2 0 2 2 2 1 2 1 2 1 1 1 0 0
split_gain=0.00125051 0.0256381 0.0136876 0.0129293 0.0104148 0.0141887 0.00600822 0.0251736 0.0474378 0.0415407 0.0396856 0.071982 0.0272232 0.0142029 0.0403436 0.0296268 0.0430583 0.017911 0.106829 0.0492811 0.0217008 0.0914092 0.0412159 0.0326474 0.0251188 0.146628 0.0909322 0.101669 0.0589776 0.0460452
threshold=39.268993001500007 39.420767558750008 39.530201452500002 39.134693790050008 0.45612406815000006 0.31810424840000007 0.34569324270000007 0.48607826115000008 0.34545372890000009 0.48320409570000006 41.028010303750008 43.874475754150005 0.48119816770000007 40.036761086100007 40.166811829450005 0.36998892250000009 39.893178577750007 0.48119816770000007 42.207998345450008 43.45354240915001 40.621691032550004 0.37308763210000007 40.305698932850007 0.39584144190000009 41.726652433350004 0.3459626957000001 0.3459626957000001 0.34620220950000008 0.48140774230000011 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 8 9 12 -10 -12 -4 15 -15 -8 -17 18 -16 -20 21 -19 -23 -24 25 -22 -26 -28 -29 -27
right_child=1 2 6 -5 -6 -7 13 -9 10 -11 11 -13 -14 14 17 16 -18 20 19 -21 24 22 23 -25 26 29 27 28 -30 -31
leaf_value=0.00575059551702942 0.031817095359184713 -0.022524335839937192 -0.00025524586573799114 -0.026074012533520121 0.00067078958976361292 -0.085659340658999022 0.058582278107705325 0.020347926784924964 0.0034676193103208987 -0.030466221996520278 -0.08327559208589802 0.0068144038112129815 0.027442152457812091 -0.053781824126574722 0.048910214099433032 -0.019736851612625325 0.045384631760091138 0.089154499943394763 -0.046961744116432849 0.017827412895370123 -0.07237144286645085 -0.051352207404590657 0.06373867546790013 -0.011160449427827847 0.048250899041802298 0.034192618928887454 -0.11059921015124093 0.099869411339945841 -0.002134559257689211 -0.0089132547555554036
leaf_weight=0.034763938756484564 0.25504571330384251 0.26890385570221553 3.8351641570021133 0.20504184171809914 3.129402455166546 0.033195122275229333 0.13355053967372121 0.45784537198858277 0.2176573545730206 0.42569665915652866 0.24052692295051603 0.14049303735055219 0.39104620395693235 0.13219089363554104 0.46428658660715788 0.27049732822890959 0.16254612713588301 0.13750828209776944 0.26713166103240921 0.20945664968144229 0.32580323494039487 0.13120285701737089 0.095572816313506337 0.14880908631471712 0.3870635945349935 0.34281638616369026 0.085724716715049332 0.057841999456286763 2.8289188894089836 0.89412980510902129
leaf_count=32 24 24 453 24 698 74 13 20 13 14 49 9 24 28 35 49 29 17 50 36 8 17 10 37 12 25 6 2 891 177
internal_value=-2.04743e-05 0.00041695 -0.000196614 -0.00173132 -0.000170262 -0.0388993 0.000273055 -0.00214049 -0.00410145 -0.000691572 -0.0305973 -0.0500568 0.00230756 0.0022204 0.000898429 0.0174058 0.00470699 0.00203204 0.0147708 -0.0184874 -0.000173051 0.0193977 -0.00614148 0.0181311 -0.00221308 -0.012687 0.00265906 -0.00327771 -9.07067e-05 0.00303342
internal_weight=16.7098 13.3074 13.0524 3.4024 3.19736 0.0679591 12.7835 5.70843 5.25058 4.65191 0.598677 0.38102 4.22621 7.07505 6.50846 0.566594 0.433043 6.37627 0.940875 0.476588 5.43539 0.513093 0.375585 0.244382 4.9223 1.56275 3.35955 2.97249 2.88676 1.23695
internal_count=2900 2072 2048 828 804 106 2024 582 562 491 71 58 477 1442 1351 91 78 1323 121 86 1202 81 64 47 1121 210 911 899 893 202
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 2 1 1 0 0 1 0 1 0 2 1 1 2 0 1 0 2 1 0 0 1 1 1 2
split_gain=0.00168821 0.0200055 0.0554735 0.0409792 0.0111389 0.0212329 0.0100318 0.00932075 0.0093064 0.0177994 0.0102049 0.0138562 0.00668201 0.0276429 0.007892 0.0131795 0.0114395 0.0215728 0.00995443 0.030495 0.00917381 0.00889546 0.0111786 0.0117884 0.0103467 0.0199356 0.0150692 0.013847 0.0126231 0.00978871
threshold=0.54317236010000014 0.41917906650000009 0.54475913895000005 0.40367054880000008 0.4211999641000001 0.54749857790000023 42.898324343550009 0.42440346100000009 0.41865513010000005 0.54017843775000018 0.52937037810000021 0.42194844465000009 0.55335169605000012 0.42970270350000012 0.55892039160000018 41.840895355800008 0.4323972336000001 0.43625939340000008 38.771633980050005 0.56424957340000015 0.49091344570000006 0.56501302355000016 39.468990633150007 0.43706775245000007 0.57507260265000015 0.57600071855000012 0.45206730335000006 0.45976168375000009 0.47106374065000006 41.169697216150006
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -6 -2 -7 -1 10 11 -10 -9 -14 15 -15 -16 -18 19 -19 -21 29 -23 -24 -25 -26 -27 -28 -29 -20
right_child=1 2 4 -5 5 7 -8 12 9 -11 -12 -13 13 14 16 -17 17 18 21 20 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-3.8369417608169872e-05 0.072727656095165724 0.06735145505491423 0.024652959939414278 -0.10161251962904708 -0.039069158524111802 0.036537207441477315 -0.012821526861027702 -0.02611810577084029 0.10024098739085484 -0.0067676685726125192 -0.10070134910609185 -0.10032708446165271 -0.10134499699586652 -0.0018982343642825411 0.043189288376073262 0.058242436363980521 -0.063943265489887741 0.072732935368641324 -0.043799309650242535 -0.1004782694401809 0.033976808530657328 0.049813389176668457 0.036915390178591266 -0.026545962635324678 0.096337889224144907 -0.048669105792050221 0.036002320986755862 -0.051058983287635876 0.0050020647914125341 -2.3597395842911321e-05
leaf_weight=14.311058148653844 0.022083847241448108 0.13318447253641341 0.17129555725874812 0.05349227974682421 0.14213697874583875 0.07187676936155174 0.036136531739096256 0.09412940710134865 0.0069273156113930645 0.23307151112180691 0.035960411669478276 0.0068508827443611586 0.02562156654888359 0.080431119330158674 0.059943776954732297 0.066620353850680658 0.052921142914527652 0.059952212917778407 0.09288421896332022 0.016962992688889483 0.0072405595706454889 0.049267909772578444 0.078085938002914301 0.15547985017973071 0.021980573545988591 0.057907052721876795 0.10872231688063039 0.051207878720829214 0.18624460842882135 0.11349867948774772
leaf_count=1653 8 18 21 59 16 18 39 19 1 28 24 64 23 30 12 14 19 12 22 123 126 39 6 51 6 32 23 24 351 19
internal_value=-1.92021e-05 0.00269836 0.00511939 -0.0384263 0.000421879 -0.0021835 0.0196285 0.00142979 -0.00039336 -0.018357 -0.0726637 0.000513265 -0.000399955 0.001484 0.00357606 0.025348 0.000697713 -0.00172267 0.00157198 0.0344849 -0.0602557 -0.00145421 0.00386507 0.000433167 -0.00446544 0.00359224 -0.00145278 0.00644542 -0.0070878 -0.0197252
internal_weight=16.6032 2.00931 1.8976 0.111713 1.76441 1.59312 0.0582204 1.45098 14.5939 0.28281 0.0497386 0.0137782 1.3791 1.28497 1.25935 0.147051 1.1123 1.05236 0.999435 0.0841558 0.0242036 0.915279 0.708896 0.659628 0.581542 0.426062 0.404082 0.346175 0.237452 0.206383
internal_count=2900 1130 1024 106 1006 985 47 969 1770 117 89 65 951 932 909 44 865 853 834 261 249 573 532 493 487 436 430 398 375 41
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 1 0 0 1 1 1 2 2 2 0 0 1 2 1 0 0 2 1 1 1 0 0 2 2
split_gain=0.00153134 0.0166396 0.012001 0.0297658 0.0297929 0.0294543 0.0182401 0.0358522 0.0104356 0.0283359 0.0156086 0.00948485 0.00847186 0.0475468 0.0236902 0.0603862 0.0254257 0.0249151 0.0295323 0.0179829 0.0168003 0.0102935 0.0219113 0.00844754 0.0328138 0.0334736 0.011708 0.025158 0.0733247 0.0420162
threshold=0.47778509625000004 0.47727612945000003 0.34524415440000006 0.34581299960000006 0.4622167001000001 41.21013581150001 0.34506451900000007 0.47648274005000008 0.47868327295000007 0.34458549145000011 0.34545372890000009 0.34521421515000011 42.773538294100007 42.508878681700004 41.558544840500012 0.47470135625000004 0.47470135625000004 0.32600820335000008 39.091773401050006 0.32144247180000002 0.4588185982500001 0.39672464895000009 48.988717865950008 0.34458549145000011 0.3447052483500001 0.3447651268000001 0.48101853240000009 0.48543456785000005 42.541806567400009 40.823855932350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 7 12 9 -2 -11 -3 13 14 16 -16 17 19 -19 -1 21 -14 -23 -10 -25 -26 -27 28 29 -28
right_child=8 11 3 4 -6 -7 -8 -9 23 10 -12 -13 20 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0046219235593629691 0.025965951290429435 0.0043083995089743679 0.0040207267755446412 -0.073674991753608726 0.020919721229522004 -0.10404103878218285 0.028826463342624144 -0.040977975635211716 -0.020433295243121079 -0.068228861526992174 -0.011626930232181493 0.026092236065506438 -0.0035449289490424025 0.084481246444619476 0.031323155725815698 -0.1037759518890455 0.052260597751143736 0.0020590991234575823 -0.067995421369757114 0.07005916224722139 -0.031301740395824874 0.043831023322428712 -0.019924346617853486 0.037890812382864937 -0.04267720850036566 0.0084839192717609795 0.0029820189302887275 0.0012801073127102821 0.0233514523340831 -0.034188109039922719
leaf_weight=0.10740185826753124 0.093405501393134638 0.42735721758799616 0.040644578722396518 0.041681951366351166 0.16547139999030847 0.066480199033397636 0.20820714059641554 0.21478203138900198 0.20103101184100403 0.10130643042998599 0.093855608464309626 0.37549826892791316 0.84554197839548828 0.07738397783244011 0.066160185882859324 0.066180240030462301 0.11730285687372088 0.22050405830489717 0.082762237584482534 0.068961394891584149 0.18172841484670232 0.1458091232665808 0.085524166608507812 0.22714256192557414 0.18504769774153729 1.4880732107149004 0.4405315553229936 8.684550082768725 0.45736373322870338 0.98201510460057762
leaf_count=49 9 19 9 61 37 45 22 27 18 30 24 22 87 12 49 6 7 62 19 16 20 43 9 7 6 108 26 1976 29 46
internal_value=-1.86831e-05 0.00180413 -0.00183201 -0.020245 0.00188603 -0.063041 0.00049364 -0.00209364 -0.000525998 -0.0193297 -0.0410084 0.0144968 0.00195024 0.00995046 0.00204191 -0.0362366 0.0105283 0.000321847 -0.017059 0.0302091 -0.00317721 0.00156895 0.0202606 -9.7589e-05 0.000230385 -0.000468633 0.000179414 -0.00099033 -0.011479 -0.0226773
internal_weight=16.5597 3.60538 2.80253 0.314278 0.207153 0.107125 2.48825 2.28004 12.9543 0.288568 0.195162 0.802855 2.06526 0.806657 0.729273 0.13234 0.596932 0.47963 0.303266 0.176363 1.2586 1.07688 0.231333 12.6658 12.4647 12.2376 12.0525 10.5645 1.87991 1.42255
internal_count=2900 621 580 152 98 54 428 406 2279 63 54 41 379 220 208 55 153 146 81 65 159 139 52 2216 2198 2191 2185 2077 101 72
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 1 2 1 2 1 0 2 2 2 1 0 1 2 0 0 2 2 0 2 0 0 1 2
split_gain=0.0014808 0.00951299 0.00827248 0.00999819 0.0225982 0.0105895 0.00916293 0.0128417 0.00499734 0.0356521 0.0272561 0.021864 0.0315037 0.0125866 0.0108654 0.0140392 0.00621676 0.0206747 0.0262231 0.0981341 0.105034 0.0671332 0.0637827 0.0294404 0.0185581 0.0698408 0.0680177 0.0619649 0.0594688 0.0406632
threshold=39.788107623550012 39.685256516350002 39.56957118270001 39.420767558750008 39.268993001500007 39.134693790050008 0.45612406815000006 0.31810424840000007 40.21994457600001 0.34521421515000011 40.08085804200001 0.37982395740000008 0.53905571685000009 40.259171735100004 40.496232821400007 40.380906245900007 0.34521421515000011 0.48368312325000012 0.34479506600000004 42.686561923500008 0.47905751325000007 0.47943175355000006 41.24714903835001 41.558544840500012 0.48119816770000007 42.178283198950005 0.48041974790000003 0.47997065955000012 0.34560342505000002 40.580626202750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 11 -11 -13 -10 15 -15 17 18 21 20 -20 22 -16 -24 25 28 27 -27 -18 -26
right_child=8 -3 -4 -5 -6 -7 -8 -9 13 10 -12 12 -14 14 16 -17 24 -19 19 -21 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.0047201163189086077 0.048373019797803965 -0.023652025577522919 0.021652652857499729 -0.015057528747424293 0.029098822680798688 -0.023875748407214278 0.00035472911003111554 -0.083411101534498974 -0.019441489921833571 -0.016651054881307355 -0.044584763876108588 0.069755638713369761 -0.0076265844369162936 0.0019517090872994789 -0.080368853105170168 0.043024359713370902 0.0039690171814687723 -0.02991840746290832 -0.004356311020300715 0.031506319799609876 -0.082187929640071711 0.053264123175669892 0.051981146483722387 -0.00052959292591928542 -0.053376198659922804 -0.011090621139287918 -0.072959382991145114 0.073173031320583073 0.052738325414780907 0.00021512789150046499
leaf_weight=0.034744513888532079 0.17130625597473947 0.18700677001386612 0.16064165787569695 0.47915900795405786 0.25364503630407842 0.20501489182734633 3.1159121963928982 0.031543758842518567 0.32174803351348735 0.1814702197959619 0.12660362819468052 0.10428447819140274 0.10617774606963515 0.21346205985273492 0.09674671359998388 0.13639937719321438 0.50513382103534465 0.27288531165288521 0.45249532485752275 0.32964557388925186 0.28109895467423485 0.25762302036662976 0.11503962898041198 1.4852013649395361 0.14537322935416241 0.54859893555462091 0.14711452345363796 0.103778986416728 0.49509541200313834 5.4310339846135189
leaf_count=32 13 24 24 36 24 24 698 74 12 19 30 15 31 36 18 24 35 14 41 35 19 12 11 229 15 139 10 9 35 1162
internal_value=-2.01813e-05 -0.00157479 -0.000610313 -0.00147836 0.000308743 -0.00184715 -0.000427942 -0.0372178 0.000557245 0.00882085 -0.00424581 0.00878464 0.0307165 5.44804e-05 0.000623868 0.0179646 5.51122e-05 -0.00355925 -0.00117575 -0.0138146 -0.0341799 0.00569934 -0.00152157 0.00324535 0.0016676 0.0104969 -0.0115372 0.00231387 0.0281089 -0.00118196
internal_weight=16.496 4.46767 4.28066 4.12002 3.64086 3.38722 3.1822 0.0662883 12.0283 0.689842 0.518536 0.391932 0.210462 11.3385 11.0167 0.349861 10.6669 3.29074 3.01785 1.06324 0.733594 1.95461 1.69699 1.60024 7.37613 1.79972 0.799492 0.652378 1.00023 5.57641
internal_count=2900 936 912 888 852 828 804 106 1964 108 95 65 46 1856 1844 60 1784 379 365 95 60 270 258 240 1405 228 158 148 70 1177
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 0 1 0 2 0 1 1 1 0 0 0 2 2 0 1 0 0 0 1 1 1 1 1 1
split_gain=0.00155145 0.00956531 0.010007 0.0117289 0.00237139 0.0104087 0.00787724 0.0341807 0.0232967 0.0232812 0.00830263 0.0213367 0.0207566 0.068562 0.00793754 0.00848281 0.00984288 0.0209023 0.0765643 0.0201277 0.0339918 0.0154512 0.0139353 0.00926772 0.0227577 0.0137552 0.00929048 0.0265374 0.0297664 0.0118814
threshold=0.31063441215000004 48.680511450650009 37.020641110850008 0.37331217625000007 48.919835655300012 48.680511450650009 0.43780126340000008 0.31123319660000009 0.41155953415000007 39.995120105550008 0.46768060835000008 0.35814795965000007 0.32272985840000007 0.33672644530000007 0.47305469895000007 0.47512050540000011 0.47727612945000003 42.541806567400009 42.718072821900002 0.4755546241000001 0.34482500525000009 0.47694679800000012 0.47778509625000004 0.47868327295000007 0.34458549145000011 0.34545372890000009 0.34458549145000011 0.3447052483500001 0.3447651268000001 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -2 -9 -10 11 12 -8 -14 -12 -16 17 21 -19 -20 -21 -17 -18 24 -24 -26 -25 -28 -29 -30
right_child=4 -3 3 -5 -6 -7 10 8 9 -11 14 -13 13 -15 15 16 22 18 19 20 -22 -23 23 26 25 -27 27 28 29 -31
leaf_value=0.10009216971513546 -0.10623322969416232 0.039415955465194732 0.024353798743660986 -0.10074357268285741 -0.0053905173325076057 0.018693947743517639 0.10073771790962771 0.038625635750277297 0.014633211582100531 -0.0719477157171243 -0.021559741293403004 -0.037305190244551929 -0.089696272335801616 0.074004630856918607 0.0150790888336821 -0.045450593577794102 0.013203249657559131 0.079597297773086342 0.015737493351096102 0.00034368070708243976 -0.10218995876757127 -0.0092119330505326131 0.022795246459747884 -0.021370162341929233 -0.06474212331696326 -0.010988842189961621 0.034805393736536759 -0.040584413311427536 0.021911200938328768 -0.00018612203238973902
leaf_weight=0.0052964903879930128 0.03720772304640757 0.054644518830173183 0.012835055760660907 0.018013620812315778 0.80293648223989578 0.29792701758560802 0.039848098240326063 0.083675957419181657 0.060752258861654418 0.063538773643606161 0.17136751126120309 0.048725658025628893 0.039346313762877116 0.073150701575722815 0.36795058463030628 0.19859812873187371 0.79241423372877662 0.1029367595824624 0.072712042834609747 0.065825889011648542 0.06354483075546008 0.28868391373180202 0.090739683830178275 0.20123159280717473 0.095896713136895073 0.094535551304147702 0.21879741258453478 0.18098842771723767 0.24857456336030637 11.52171107126828
leaf_count=2 10 8 11 106 247 20 4 39 42 61 23 25 37 29 37 31 41 6 6 8 46 21 9 16 30 24 7 6 14 1934
internal_value=-1.88446e-05 0.0130172 -0.0268926 -0.0486949 -9.13493e-05 0.000182794 -0.000179491 -0.0179591 -0.00216588 -0.0296278 0.000111553 0.0202951 0.0387179 0.0167495 -0.000163095 8.796e-05 -0.000299476 -0.0111308 0.00939865 -0.0263591 -0.0500192 -0.0239815 0.000338811 -0.000466878 -0.0184192 -0.0380576 -5.88627e-05 0.000293519 -0.000338306 0.000280547
internal_weight=16.4144 0.0907897 0.0361452 0.0308487 16.3236 15.5207 15.2228 0.245175 0.207967 0.124291 14.9776 0.201071 0.152345 0.112497 14.7765 14.6051 14.2372 0.792302 0.30502 0.202083 0.129371 0.487282 13.4449 12.6525 0.281172 0.190432 12.3713 12.1701 11.9513 11.7703
internal_count=2900 127 119 117 2773 2526 2506 152 142 103 2354 95 70 66 2259 2236 2199 118 66 60 54 52 2081 2040 63 54 1977 1961 1954 1948
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 2 1 0 0 1 0 1 0 0 1 1 2 0 2 2 2 2 1 2 0 1 2 0 0
split_gain=0.00152808 0.0174039 0.0472359 0.037267 0.0121267 0.0203625 0.0166081 0.0172236 0.0507825 0.0124885 0.00942475 0.00940642 0.008011 0.0168044 0.00897844 0.0127826 0.00744977 0.00652362 0.0254524 0.0187049 0.0149311 0.0144351 0.0103357 0.010177 0.0240512 0.035934 0.035745 0.0254766 0.0229398 0.0363565
threshold=0.54317236010000014 0.41917906650000009 0.54475913895000005 0.40367054880000008 38.386256906100009 0.44751654140000008 38.938637541200009 0.41985269900000005 0.54585192060000021 0.56369569775000017 0.39513787010000007 0.54679500610000009 0.41865513010000005 0.54017843775000018 0.52937037810000021 0.42194844465000009 0.49091344570000006 40.166811829450005 0.56704889075000009 40.380906245900007 40.823855932350007 40.922041107600009 39.468990633150007 0.42274183410000005 41.840895355800008 0.55041765215000005 0.43590012275000006 42.297164883650005 0.56167480015000015 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 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 3 -3 10 5 -4 -6 -8 -9 -7 -2 -10 -1 14 15 -14 -11 18 -13 -19 -21 -22 -20 -23 28 -26 -27 -28 -25 -30
right_child=1 2 4 -5 6 9 7 8 11 16 -12 17 13 -15 -16 -17 -18 19 22 20 21 23 -24 24 25 26 27 -29 29 -31
leaf_value=-4.4797460617312465e-05 -0.025142874404423556 0.063693506485614185 -0.092635446676432226 -0.10146108737477555 0.042019527333564871 0.070536351699617264 0.040375639989797846 -0.083063950865397571 0.044556153385661608 -0.10035667051879898 0.056150985319211894 -0.051931115016658286 0.10021772237037925 -0.0063409501907764777 -0.10063597789218624 -0.10032158244592818 0.032377110087872786 0.057398504853980216 0.055357830552793821 -0.04396377896234966 0.046080998934717371 0.050212965433646228 -0.022940520800315806 -0.073470573325741723 0.10077797665159537 -0.10112768286555902 0.061466954608879368 -0.00098424475958003451 0.051095079080938369 -0.051062344446014096
leaf_weight=14.115300726421152 0.027032336177122168 0.12703908445564582 0.036154068383208268 0.048418528334062155 0.098861654019879341 0.018620119470085687 0.097878361615585274 0.075074287597089895 0.048669581963622366 0.010513365547377588 0.030186051658347424 0.097281414007397538 0.0062612923793497061 0.23342666960616043 0.032636701713045113 0.0064556213719454275 0.0070732901524974195 0.058850562446830401 0.045578155573698709 0.073639567411788565 0.071227793525849736 0.037938384402878111 0.026756041108424888 0.081611216766759753 0.038163703866302967 0.032592516548533013 0.073859705760213501 0.56510865586671866 0.061324840860834229 0.080655710821820659
leaf_count=1653 23 18 81 59 34 8 6 9 4 95 24 35 1 28 24 64 113 18 31 41 15 14 28 10 2 14 35 345 6 62
internal_value=-1.88366e-05 0.00259316 0.00483037 -0.0368933 0.000526368 -0.0395494 0.00226798 -0.000241197 -0.0029487 0.0134594 0.0177444 0.00136823 -0.000376339 -0.017163 -0.0728624 -0.00158417 -0.0469716 -0.000195025 -0.0185279 0.00245146 -0.000445776 0.00262828 0.0263957 -0.000558365 -0.00262217 0.00638809 0.00102406 0.00623462 -0.0312225 -0.00693808
internal_weight=16.3642 1.97011 1.86447 0.105637 1.73743 0.0723608 1.66507 1.56621 1.46833 0.0362068 0.0572184 1.39326 14.3941 0.27878 0.0453536 0.0127169 0.0175867 1.34459 0.169616 1.17497 1.11612 1.04248 0.0723342 0.971255 0.933316 0.709725 0.671561 0.638968 0.223592 0.141981
internal_count=2900 1130 1024 106 1006 297 709 675 669 216 47 660 1770 117 89 65 208 656 94 562 544 503 59 488 474 396 394 380 78 68
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 1 1 0 2 2 0 0 0 1 1 1
split_gain=0.00149454 0.0326102 0.0437656 0.0280431 0.0581879 0.0305367 0.0278472 0.0236906 0.0609171 0.0178693 0.0235372 0.0132948 0.0809231 0.0632628 0.0409481 0.0496463 0.0284916 0.0200106 0.015212 0.0171055 0.0186469 0.0130432 0.0104255 0.0766044 0.0761498 0.0978225 0.0506816 0.0413173 0.0357923 0.0372774
threshold=0.34587287805000005 0.48607826115000008 0.48320409570000006 0.34569324270000007 0.34545372890000009 0.48119816770000007 0.47830903265000008 0.3453339720000001 0.48015029490000011 0.47943175355000006 0.47814436690000012 0.48077901860000011 0.47943175355000006 0.48101853240000009 0.47886290830000006 0.35394149875000008 0.48181192180000004 0.35814795965000007 0.48368312325000012 0.34632196640000007 0.3465914194000001 0.47727612945000003 43.19689381845 42.674081447500008 0.50356276755000018 0.51818807820000012 0.49678153350000009 0.34829795515000012 0.35675578575000005 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -1 12 14 -13 15 -2 -15 -17 -18 -20 -21 -19 23 -22 -25 -26 -24 -28 -29 -30
right_child=11 -3 -4 -5 6 -7 -8 -9 -10 -11 -12 13 -14 16 -16 17 18 21 19 20 22 -23 26 24 25 -27 27 28 29 -31
leaf_value=0.00064083020662594032 -0.066279211754484618 0.024114520921231727 -0.026596880577952887 0.020356166138140352 0.0047802812378444325 0.029623053319033851 -0.047888558345980402 0.024883176450900112 -0.063154349725305842 0.021206689974224396 -0.030334140078494855 0.083621812079190838 -0.094019247022946256 -0.042104431035733823 0.072243401739407895 0.058343396684228936 0.025980399138610374 -0.035510536939702922 -0.0277109991600154 0.038965440051826478 0.00040685775789923989 0.031773105508895082 0.083307744005137963 -0.10408496032262129 0.077828367109021773 -0.069705959319344146 -0.10631825364144024 0.095885694553649981 -0.10226933121033031 0.0061175262202934795
leaf_weight=3.0975104726771927 0.1065950105090224 0.56518783984677146 0.60255772534583218 0.70868691478300139 0.13899008356827547 0.38442584879839348 0.36143175588722443 0.35605394774117405 0.15666602959390719 0.37480960729226342 0.26642008275022133 0.089619310572742417 0.10636003603485733 0.16407521244741374 0.072615697048604488 0.076779928210154363 0.2190021551490976 0.068523894626801751 0.22835138422669743 0.12123331433394913 6.6849880632194605 0.049714454915374517 0.084143405266142723 0.14248537033927311 0.078474481459124945 0.10517587064221035 0.033798724412918091 0.042488321390919737 0.033059539622627199 0.78999740877396152
leaf_count=481 41 25 27 37 32 26 36 38 13 21 36 2 13 12 6 18 12 55 10 7 1271 4 22 16 9 71 1 7 4 547
internal_value=-1.98177e-05 0.00108239 -0.000936594 0.00170871 -0.000864187 0.00263279 -0.03326 0.000192272 -0.00206456 0.000495307 -0.00181236 -0.000851169 -0.0170479 3.16807e-05 0.00482816 -0.0114026 -0.000826696 0.0185924 -3.57939e-05 -0.000718616 4.08548e-05 -0.00722048 -0.000549412 -0.00190192 -0.0492262 -0.00666399 0.00909239 0.00214874 0.00638427 0.00176398
internal_weight=16.3102 7.01274 6.44755 5.84499 5.13631 4.63589 0.500422 4.25146 3.89541 3.73874 3.36393 9.29748 0.480589 8.81689 0.374229 0.301613 8.72727 0.195018 8.5632 8.3442 8.11584 0.118238 7.99461 7.01112 0.326136 0.18365 0.983487 0.899344 0.865545 0.823057
internal_count=2900 772 747 720 683 615 68 589 551 538 517 2128 137 1991 124 118 1989 77 1977 1965 1955 59 1948 1367 96 80 581 559 558 551
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 2 1 0 1 0 2 2 0 1 2 2 2 0 1 1 0 1 1 2 2 1 0 2
split_gain=0.00171489 0.0150038 0.0553819 0.0148558 0.0130881 0.0801744 0.0443674 0.0249635 0.0188647 0.0170488 0.0209047 0.0167339 0.0125772 0.0377981 0.0229118 0.0263438 0.0182251 0.0193251 0.0148199 0.0277778 0.0380872 0.0145134 0.0185068 0.0123858 0.0143564 0.0117128 0.0303497 0.00979637 0.092187 0.115697
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.468518788800004 0.35585760905000008 0.34632196640000007 0.48543456785000005 40.166811829450005 0.34548366815000003 0.48543456785000005 0.34536391125000004 0.48077901860000011 40.532725462000009 41.061442884200012 0.47943175355000006 0.34491482290000003 39.56957118270001 39.039757512550004 38.175120519550006 0.47440196400000006 0.34193587020000005 0.33960061075000009 0.42314601355000009 0.36000419150000007 0.36501901140000009 41.21013581150001 41.134354310300004 0.34548366815000003 0.48543456785000005 41.590548329450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 11 -7 9 10 12 -6 14 -14 15 16 17 18 19 20 21 22 -1 -8 -25 26 -26 28 29 -5
right_child=1 2 3 27 6 7 23 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.074389934377534064 -0.020979436588431974 0.078521329717927107 -0.032506151961531941 0.087430702153843465 -0.022954997277790119 0.031335790422319001 0.038314021266831304 0.098899406725084765 -0.016321541908761495 0.028904508787194 0.034244125074061382 -0.10194151188223613 -0.029761351756486337 0.014690245220495463 0.032439331556634469 -0.038661996010036864 0.034340020383189944 -0.042510042021146478 0.031663896467484749 -0.046492652529830134 0.098450885922432826 -0.084551857925523055 0.041097947744709325 -0.029352273777705606 -0.00065273269373475882 -0.025755778234901473 0.051249680115911161 0.002403963242887869 -0.066632059080499087 -0.004818418252519191
leaf_weight=0.019466465463993776 0.36089505161072644 0.088526074133198907 0.147053900694324 0.14378082908615564 0.049766829436377225 0.11135272074489622 0.079985001269960665 0.10746189238852821 0.48263045029307239 0.27255261706886802 0.18594095052685577 0.058176532839392614 0.44364462280018546 0.33629608680240608 0.25244766025571153 0.15828995565629533 0.17585600578087224 0.099579812726005912 0.14881109524655045 0.10691647161729634 0.043732800826406848 0.022635357673834733 0.048315592803191976 0.1765587739937472 4.395112320260945 0.17409993993775774 0.11562623886129575 4.6834352855341832 0.22387208049906338 2.4982453843233499
leaf_count=54 22 11 11 12 37 23 10 19 33 11 11 9 31 24 19 24 21 9 14 7 12 7 19 23 913 19 11 1112 9 363
internal_value=-2.31694e-05 -0.00104659 -0.000122539 -0.00102712 0.00101047 0.00622285 -0.00210285 0.0645169 0.00166259 0.00541275 0.00227712 -0.0655251 -0.00092547 -0.0105946 0.00608291 -0.00199575 0.0067278 -0.00319292 0.00684918 -0.00846901 0.0218355 -0.0152216 0.00793075 -0.000717402 -0.00135959 -0.000304622 0.00067771 -0.000413942 -0.00501895 0.00020184
internal_weight=16.2111 8.14581 7.78491 7.69639 8.06526 3.01593 5.04933 0.218815 2.79712 2.31449 2.04193 0.107943 1.85599 0.779941 1.07605 0.823604 0.665314 0.489458 0.389878 0.241067 0.13415 0.0904174 0.0677821 4.94138 4.8614 4.68484 4.51074 7.54933 2.8659 2.64203
internal_count=2900 1540 1518 1507 1360 338 1022 42 296 263 252 46 241 55 186 167 143 122 113 99 92 80 73 976 966 943 924 1496 384 375
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 0 0 1 2 0 0 0 0 1 0 1 0 1 1 0 2 2 0 0 0 1 1 1 0
split_gain=0.00151732 0.0322714 0.0368165 0.0229896 0.0473142 0.0242511 0.0233933 0.0253512 0.0544849 0.0219968 0.0116253 0.0715348 0.0568587 0.0352261 0.0415221 0.0225691 0.0163394 0.012142 0.0135921 0.0148605 0.0105462 0.00828563 0.0677869 0.0702464 0.0838785 0.0446658 0.0368265 0.0323331 0.0333368 0.0190389
threshold=0.34587287805000005 0.48607826115000008 0.48320409570000006 0.34569324270000007 0.34545372890000009 0.34560342505000002 0.48041974790000003 0.47961138885000004 0.3453339720000001 41.261521012900012 0.48077901860000011 0.47943175355000006 0.48101853240000009 0.47886290830000006 0.35394149875000008 0.48181192180000004 0.35814795965000007 0.48368312325000012 0.34632196640000007 0.3465914194000001 0.47727612945000003 43.19689381845 42.674081447500008 0.50356276755000018 0.51818807820000012 0.49678153350000009 0.34829795515000012 0.35675578575000005 0.36106703390000006 0.5089817670000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1 -8 11 13 -12 14 -2 -14 -16 -17 -19 -20 -18 22 -21 -24 -25 -23 -27 -28 -29 -30
right_child=10 -3 -4 -5 5 -7 9 -9 -10 -11 12 -13 15 -15 16 17 20 18 19 21 -22 25 23 24 -26 26 27 28 29 -31
leaf_value=-0.00049460448673349319 -0.062294476985953987 0.02425028561200028 -0.024588755963793035 0.018449556686068843 -0.047582416819374716 -0.0019418516232789969 0.039950986201535935 -0.02554396128676106 0.059110583018586654 0.0011469039573894283 0.082262697115679906 -0.091805701132892797 -0.037973285955072128 0.068485358637629487 0.053687503072222899 0.023266452615360672 -0.032213622847637839 -0.02489491687190749 0.035085181517038898 0.00031660911719483622 0.028676916411427996 0.080365137572209519 -0.10369889935715203 0.074314709577710886 -0.065944624263339358 -0.10569466077397345 0.094792979954886503 -0.10205469068254946 0.060162751774924361 0.00087584319215185601
leaf_weight=3.4756668921837854 0.10227823309862544 0.5541081222241927 0.59531006357065042 0.70503128609206545 0.30612847617019401 0.18786630675246663 0.29961062467191357 0.36401852236804177 0.16043752242605513 0.28508964567447492 0.08313808310776849 0.09869182189595449 0.16057260374770876 0.069067617878317833 0.073410241322248104 0.21616658724610616 0.067446692513071782 0.22660180483944614 0.11852951510809173 6.6681491848259684 0.049188928212970495 0.078553414322422022 0.12968135845221684 0.073960325953521533 0.10067421232884843 0.030823396518826263 0.038768626985984156 0.030043833306990564 0.058499902340115373 0.73107180081075518
leaf_count=522 41 25 27 37 44 24 19 26 25 23 2 13 12 6 18 12 55 10 7 1271 4 22 16 9 71 1 7 4 32 515
internal_value=-1.55582e-05 0.00110171 -0.00090903 0.00152824 -0.000820748 -0.0302253 0.00234746 -0.000383488 0.00213538 0.0210308 -0.000857061 -0.0163506 -4.19536e-05 0.00425535 -0.0109203 -0.000831907 0.0167281 -0.000130399 -0.000740827 -6.16453e-05 -0.00653416 -0.000586307 -0.00178978 -0.0479449 -0.00654271 0.00808442 0.00169908 0.00555544 0.00133441 0.00526845
internal_weight=16.1386 6.93327 6.37916 5.78385 5.07882 0.493995 4.58482 4.00012 3.6361 0.5847 9.20532 0.460084 8.74523 0.361392 0.292324 8.6621 0.190046 8.50152 8.28536 8.05876 0.116636 7.94023 6.97247 0.304316 0.174635 0.967761 0.889208 0.858384 0.819616 0.789572
internal_count=2900 772 747 720 683 68 615 573 547 42 2128 137 1991 124 118 1989 77 1977 1965 1955 59 1948 1367 96 80 581 559 558 551 547
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 2 2 2 1 1 2 1 2 1 2 1 0 2 2 2 2 0 0 2 1 0 0 2
split_gain=0.00157579 0.0121544 0.0479369 0.0122643 0.0114438 0.0693076 0.0386668 0.0243523 0.0184569 0.014779 0.0534591 0.0197167 0.0154504 0.0442211 0.0397514 0.0425366 0.015006 0.0506334 0.0364007 0.0211633 0.0148395 0.0259407 0.0133491 0.0112766 0.0221125 0.0200106 0.0220729 0.0274163 0.0164573 0.013927
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.468518788800004 0.35585760905000008 0.34632196640000007 0.48543456785000005 40.166811829450005 40.712530798250008 41.261521012900012 0.34554354660000003 0.34536391125000004 41.061442884200012 0.3453339720000001 40.79983011445001 0.34479506600000004 40.21994457600001 0.3447052483500001 0.47796473160000008 38.938637541200009 37.511241581900002 37.186372654950006 35.131296350900008 0.55671985870000007 0.57944372925000021 40.823855932350007 0.4410796084000001 0.56055207925000017 0.56704889075000009 39.211875820650008
decision_type=2 2 2 2 2 2 2 2 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 9 8 -7 -6 10 11 12 13 14 15 16 17 18 19 20 21 22 -1 29 25 26 28 -28 -25 -8
right_child=1 2 3 -5 6 7 23 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.044319553573683723 -0.019000430056362608 0.075167804801186844 -0.029717951178799801 -0.00043118311915601955 -0.10159509287244291 0.029649093943193094 0.0025008643135133657 0.09850748741389978 -0.014877204130481195 0.026682128534006741 -0.03754943318966153 0.034081520687555898 0.025389726287754023 -0.051419854833946656 -0.045078099352933415 0.034311819150693618 -0.021483093405000195 0.066393300924752027 -0.061182669331915573 0.036531536508928875 -0.025239296655348215 0.08929251016146085 -0.047160499713516719 -0.10073271903012858 -0.061428844195857805 0.051916133990036452 0.081455419157244205 0.0029911784798347428 -0.0055516833935553003 -0.0088532520719671916
leaf_weight=0.024651899156682644 0.3585632314750552 0.0835525018117379 0.14577875370202509 7.4698564897100832 0.055990319483424922 0.10995216129865593 2.5575593205779423 0.09638078864372801 0.04370016505708918 0.21841941436287005 0.33643569390187611 0.21415724570397277 0.24987551431146915 0.15928018479036321 0.15007854104977969 0.45357592030727112 0.297578470165071 0.11346873789443634 0.10109564743470401 0.14605210568896609 0.20601517824945148 0.036347622706671245 0.045196567064806459 0.028565285817696406 0.03660439367756968 0.134176985533486 0.057186701362752501 0.20122543061336196 0.049899073417794426 1.8703598852862198
leaf_count=52 22 11 11 1496 40 23 306 19 6 9 24 17 22 10 14 43 18 8 11 16 25 5 22 35 316 20 9 86 22 182
internal_value=-1.65749e-05 -0.00100345 -0.000165298 -0.000991791 0.000978188 0.00591424 -0.00192208 0.0618137 -0.0635816 0.00172348 -0.000428001 0.00525559 0.00214283 -0.00120841 0.00387252 0.0090316 -0.00278458 0.0054854 -0.00687007 0.00511162 -0.00958658 0.0207789 -0.0148741 -0.000676656 0.0134401 0.019258 0.00625032 0.0203553 -0.0402027 -0.00229513
internal_weight=16.0516 8.05775 7.69919 7.61564 7.99383 2.95856 5.03527 0.206333 0.0996905 2.75223 2.53381 2.19737 1.98322 1.73334 1.57406 1.42398 0.970406 0.672828 0.559359 0.458263 0.312211 0.106196 0.0698485 4.93558 0.507658 0.471053 0.336876 0.258412 0.0784644 4.42792
internal_count=2900 1540 1518 1507 1360 338 1022 42 46 296 287 263 246 224 214 200 157 139 131 120 104 79 74 976 488 172 152 95 57 488
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 1 1 1 0 0 1 0 2 2 2 0 0 2 1 0 2 2 0 1 0 1 1 0 1 1
split_gain=0.0015237 0.021205 0.0460019 0.0110438 0.020578 0.0408577 0.0422898 0.0433909 0.0343304 0.0506047 0.0238022 0.0196317 0.0110077 0.0279946 0.0281786 0.0107519 0.0310889 0.0144274 0.00958379 0.0654053 0.00680502 0.0513469 0.0176183 0.0331661 0.0295603 0.0223352 0.0192756 0.0682579 0.0375184 0.10781
threshold=0.52215502530000013 0.51700547890000015 39.344049039350004 0.51401155655000019 0.37138109635000011 0.38185982460000006 0.38398550940000004 0.39904493880000008 0.50300889195000009 0.50579323975000012 0.36543816055000006 0.50482021495000018 37.572218886150004 37.272044000450002 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.38906020780000011 0.52511900840000014 41.919251152600005 42.027086531450003 0.48607826115000008 0.36000419150000007 0.48320409570000006 0.34587287805000005 0.34587287805000005 0.47943175355000006 0.34560342505000002 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 3 -3 4 8 11 -7 -8 10 -10 20 -6 13 14 15 -2 -17 -18 19 -14 22 -22 24 25 26 -24 28 -28 29 -1
right_child=12 2 -4 -5 5 6 7 -9 9 -11 -12 -13 18 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0068601450122421567 -0.10062603325719557 0.018916284905196173 -0.046778621699527824 0.017386370011043487 -0.010917614836992577 0.084740000057506329 -0.10174953028713707 0.056241474749059508 0.069017074891783117 -0.0096791286730700445 -0.03019578493135304 -0.07280997913735654 0.098023129542390203 -0.07970759059437782 0.08588360668439915 0.10033583932201434 0.025399247824365409 -0.086460994156959403 0.0017336810871738874 -0.036424396826957903 -0.057968466001483622 -0.00058827760279474869 0.050223690639775158 -0.0023216751700150238 -0.021008759890110921 0.01269223391854247 0.045114479712129035 -0.05147586526304046 0.032429755559785785 -0.064881882710635469
leaf_weight=2.5275466314630477 0.015269099149201437 0.1718706547110283 0.2806232983059645 0.36402865028674192 0.080706174219812604 0.057167341466993093 0.038857521117691363 0.031455190778598735 0.17513130042061753 0.15318192419965726 0.26387431477785916 0.14040882060828608 0.069385899280520191 0.058074665025270811 0.031611971195999899 0.019247667863965034 0.017424958044075296 0.034083588134139635 3.9379812591636907 0.07561468243386571 0.1618169317152186 4.3025528152396362 0.27871149723068789 0.72094630429637618 0.60917299830918104 0.36781740202968649 0.10846254892697516 0.22479343883014735 0.43775457514493599 0.22839304542867456
leaf_count=302 26 27 40 33 15 4 18 48 36 14 27 45 14 27 18 2 170 92 1180 27 24 497 13 27 29 34 52 18 20 21
internal_value=-1.13939e-05 -0.000599809 -0.0218257 0.000252208 -0.000319564 -0.0242246 0.0208638 -0.0310705 0.00046955 0.0322996 -0.000551793 -0.0502195 0.00160866 -0.0228988 0.00514626 -0.0245225 -0.00809949 -0.0486195 0.00266335 0.0279116 0.000232949 -0.0026681 0.0025862 0.0124262 -0.000667082 0.0288716 0.00284632 -0.0200393 0.00523439 0.000914666
internal_weight=15.984 11.7253 0.452494 11.2728 10.9088 0.348595 0.12748 0.0703127 10.5602 0.328313 10.2318 0.221115 4.25869 0.175712 0.117637 0.0860253 0.0707562 0.0515085 4.08298 0.145001 9.96797 4.46437 5.5036 1.36748 4.13612 0.646529 3.52695 0.333256 3.19369 2.75594
internal_count=2900 1344 67 1277 1244 130 70 66 1114 50 1064 60 1556 335 308 290 264 262 1221 41 1037 521 516 74 442 47 413 70 343 323
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 1 0 0 2 2 0 0 1 1 0 1 2 1 0 0 2 0 0 2 0 2 1 1
split_gain=0.00136515 0.0104675 0.0403807 0.0133682 0.0266472 0.0773829 0.010802 0.0620835 0.0280448 0.0264575 0.0217269 0.0382172 0.0120779 0.0702388 0.0528919 0.0469219 0.0411815 0.0392149 0.0295975 0.0281765 0.0353545 0.0212069 0.0284816 0.0291729 0.0238144 0.0134852 0.0331535 0.0321106 0.0200715 0.0355384
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 41.919251152600005 0.3459626957000001 0.49320379630000005 0.52366695610000014 42.027086531450003 42.049402686800001 0.49588335680000006 0.49128768600000011 0.34744468730000005 0.34744468730000005 0.48851830785000006 0.34988473400000003 42.102795028150005 0.34608245260000009 0.48218616210000004 0.48101853240000009 42.131954243650007 0.48015029490000011 0.47961138885000004 42.599563320500003 0.49967066855000003 42.526729949000007 0.38398550940000004 0.37982395740000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -5 -9 -10 -8 -12 13 15 -14 16 19 -17 -16 20 21 22 -13 24 -24 27 -27 -20 29 -28
right_child=1 2 3 6 5 -7 10 8 9 -11 11 12 14 -15 18 17 -18 -19 25 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.00092347852237966365 -0.017719527534859579 0.070971665695316988 0.011597508362807048 0.033977504688586027 -0.066864030912920203 0.010085244721070818 -0.030748830076414213 -0.061890780219093479 0.053029305505168704 -0.038918912986121018 0.062620945382667575 0.049353192024844741 0.097003875033606468 -0.055357900828834773 0.075953004955460535 0.083396227251294031 -0.050070122548204934 0.0074786767954199756 -0.0015991897451661154 -0.033883859818989247 0.028377170268049329 -0.032107305917227526 -0.0024799063308404441 -0.044917838560128133 0.036936069453476265 -0.056951939867927119 0.0024035968939692173 0.05631200024364176 -0.0071801381183961323 0.086252195960645553
leaf_weight=7.8847956746826009 0.35488391968325572 0.07900300954463535 0.28442149101181247 0.46051008226164936 0.24864656443241984 0.27547949225917012 0.23304993873734492 0.12330477416799113 0.060257465907852747 0.065106483691202532 0.097037608045475454 0.1117210381068422 0.061819842288855065 0.24737049890809792 0.053725088750070094 0.11641892883926644 0.18021514394786198 0.16373320342465478 0.33434414389429523 0.2403478196524701 0.42604662611847732 0.22429728066077803 1.9001251521731886 0.15038939446094435 0.16673391954100214 0.11149765926228972 0.19120644069430159 0.13416869753245919 0.85095668441626471 0.06871376065316781
leaf_count=1360 22 11 26 32 9 53 44 13 6 37 11 13 3 20 9 4 6 53 79 27 22 17 311 12 17 15 64 20 572 12
internal_value=-1.07595e-05 -0.00092976 -0.000151964 -0.000893094 -0.0130464 -0.0264197 0.000557726 0.0122354 -0.0280288 0.00527694 -0.000807985 0.000388699 -0.0006645 -0.00377716 0.00610279 -0.000309915 -0.00355128 0.0390267 0.00288174 -0.000947463 0.00170959 -0.00274025 8.8016e-05 -0.00239432 0.000699788 0.000560019 -0.00496877 0.0149849 0.000248731 0.0245702
internal_weight=15.9003 8.01553 7.66065 7.58165 0.808548 0.524126 6.7731 0.709179 0.248669 0.125364 6.06392 5.83087 5.73383 3.9274 1.80643 3.68003 3.39988 0.280152 1.74461 3.21966 2.97931 2.55327 2.32897 2.21725 2.06686 1.69089 1.22237 0.468513 1.11088 0.25992
internal_count=2900 1540 1518 1507 88 62 1419 88 56 43 1331 1287 1276 502 774 482 425 57 771 419 392 370 353 340 328 762 663 99 648 76
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 2 2 2 1 2 0 1 2 0 2 0 0 1 0 0 1 1 1 0 0 0 0 0 2
split_gain=0.00179291 0.0235995 0.0175752 0.0118443 0.0108915 0.0152117 0.0226716 0.00868281 0.00869348 0.0561748 0.00707122 0.0174683 0.037958 0.0224544 0.0173529 0.0108844 0.0434031 0.00625283 0.0372296 0.107797 0.0766944 0.0425702 0.05739 0.0328546 0.0294226 0.027846 0.0237991 0.0863506 0.0178303 0.0422014
threshold=42.852084787850011 42.718072821900002 42.898324343550009 0.34542378970000004 43.022303514600004 43.061965423550006 43.124157941850008 43.245737185650007 43.45354240915001 0.34581299960000006 44.157169339850007 0.48607826115000008 0.37027334510000004 43.874475754150005 0.53592706805000012 44.758188263300006 0.47760546090000006 0.47778509625000004 0.34500464060000008 0.47760546090000006 0.47760546090000006 0.34512439750000007 0.34536391125000004 0.34545372890000009 0.47715637260000004 0.47706655490000011 0.47739588635000008 0.47648274005000008 0.48041974790000003 41.169697216150006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -3 -4 -6 -7 -8 9 -9 11 13 -13 -10 -14 16 -12 18 19 26 21 -20 -23 -24 25 -25 27 -1 29 -19
right_child=2 3 4 -5 5 6 7 8 10 -11 15 12 14 -15 -16 -17 -18 28 20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0070597229405134137 0.038137130932606886 -0.059757622012559644 -0.030517762890967977 -0.010350963664937074 0.034126921138809246 -0.05042257615312621 0.023504343506041466 -0.082408469551043584 0.053071406040684332 0.01682468289305079 -0.10273522868118086 -0.044793593814031168 0.047618087893360431 0.005874663233758958 -0.0089699956530414886 0.0012359313682910652 0.005024704952337083 -0.00087507774267849741 0.049480878352598484 -0.11030365921028835 0.084938869661982164 -0.052119331656503967 0.077999015161609189 -0.0039034907771375083 -0.046007767829873439 0.10099621510947357 0.039056782764024245 -0.10252234599835429 0.00040456321349085459 -0.046248958107587834
leaf_weight=0.71973801477389032 0.12953241974277707 0.097490474823150985 0.10883486727530334 0.096602246531343638 0.13803915914250842 0.08601588637497215 0.17136061353535081 0.087062722478679411 0.16129208703842568 0.16546329385536751 0.051200873008000164 0.15008410393784288 0.11351050832604415 0.26879514283256967 0.10369415640765034 1.6389516087439713 0.13843905224865269 0.73498421188560203 0.16676959915246836 0.092003598576411605 0.15486610541120172 0.18679738912154376 0.071765283423701448 0.073045547153866713 0.083561295177787542 0.038719041272997856 0.15387130714952946 0.079891524368576938 9.2755941420930466 0.2842598362942681
leaf_count=213 22 21 44 23 11 33 44 19 36 36 28 12 32 32 42 517 49 67 10 5 7 25 6 65 6 2 5 14 1415 59
internal_value=-5.10616e-06 -0.000573713 0.00198777 -0.0351673 0.000603533 0.0016381 0.000207962 0.00163591 0.000334051 -0.0173877 0.00203826 0.00989657 -0.00611995 0.0235745 0.0206028 -0.00138844 -0.0240694 -1.95328e-05 0.00538194 -0.00693266 0.0219836 0.00627503 -0.00959984 0.0201373 -0.00112184 0.0324373 0.00304164 -0.0038887 -0.000974986 -0.0135295
internal_weight=15.8222 12.31 3.51228 0.194093 3.38274 3.27391 3.13587 3.04985 2.87849 0.252526 2.62597 0.797376 0.367289 0.430087 0.217205 1.82859 0.18964 12.1159 1.82103 1.0455 0.775524 0.620658 0.453889 0.267091 0.195326 0.111765 0.953501 0.79963 10.2948 1.01924
internal_count=2900 1943 957 44 935 891 880 847 803 55 748 154 86 68 74 594 77 1899 358 237 121 114 104 79 73 67 232 227 1541 126
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 1 2 0 1 1 0 0 0 0 0 1 0 2 0 0 1 0 0 2 2 1 1 1 0
split_gain=0.00188018 0.0413874 0.0127369 0.0293477 0.0309152 0.00923888 0.050961 0.00691812 0.058664 0.039382 0.0373112 0.0371118 0.0339778 0.0294561 0.0340218 0.0255625 0.0245021 0.0284292 0.0177501 0.0873426 0.0631275 0.0307617 0.0232705 0.015901 0.0251024 0.0267806 0.0612362 0.0368803 0.0307835 0.0405537
threshold=0.5025747732000001 0.35165114815000004 0.49588335680000006 0.35319301815000009 38.441102963850007 0.35877668335000007 0.36501901140000009 42.049402686800001 0.49128768600000011 0.34744468730000005 0.34988473400000003 0.48607826115000008 0.48851830785000006 0.48218616210000004 0.48181192180000004 0.48414718120000005 0.34608245260000009 0.48218616210000004 41.678468725050003 0.48101853240000009 0.48041974790000003 0.34569324270000007 0.47976108500000009 0.48101853240000009 42.131954243650007 42.686561923500008 0.34545372890000009 0.34554354660000003 0.34494476210000008 0.47694679800000012
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -7 11 9 12 -11 13 16 14 18 -15 17 23 19 20 22 -20 -1 24 -9 26 -26 28 -27 -30
right_child=1 5 3 4 -6 6 -8 8 -10 10 -12 -13 -14 15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.00073340018330350567 -0.086912612883010207 0.03275354950976965 0.037437507045044782 0.016362610955245143 -0.034485813620041716 -0.1024303784399701 -0.00020552003892157779 0.047221379986468602 -0.051153671815634509 0.081512115818756767 0.0060358115956633158 0.024730325970957697 -0.045719596049012032 -0.030227036758007777 0.036873349236077185 0.0030325457594325886 -0.03175720937365311 0.025879683737967875 -0.0035603965986648759 -0.062191167816376007 0.052810861313168936 0.048249231766389046 -0.035472383300370204 -0.028045228497141403 -0.0027439068497156151 0.0019470264378288514 -0.10318642786622456 0.038114394848031488 0.012070630693903567 -0.079466400991697425
leaf_weight=1.8644088400503132 0.056040188964515347 0.082020359869602433 0.30406271148058372 0.33788037553858885 0.18505619433182652 0.049165783831995102 6.0107486545635371 0.10788414809957547 0.24130126349922854 0.10938138328492639 0.16324690643381459 0.63832937920187749 0.17800330952741195 0.56346208354989347 0.27747365927865519 0.39174265072463132 0.23683119781279049 0.41652195865754027 0.27438069653259933 0.22730355864496221 0.22735106664094917 0.19679879928889932 0.19620250174739329 0.2194244183458095 0.22938800164090811 1.4272626533081996 0.082537950966383278 0.24957346764302957 0.08480343601185758 0.112744702339306
leaf_count=312 3 15 22 35 34 9 1763 13 20 4 53 41 6 33 11 19 27 22 41 14 15 15 16 17 57 179 27 29 25 23
internal_value=-8.10152e-06 -0.00136424 0.00087265 0.012733 -0.00163157 -0.000583683 -0.0010349 -0.000252643 -0.00341346 -0.00022909 0.0363177 0.0022584 -0.00320779 -0.00114147 0.0033787 -0.0165868 -0.000818369 0.00168229 0.000266674 -0.00307009 0.00280345 0.0180791 -0.00271396 -0.00232737 0.000132377 -0.00219124 -0.0293218 0.00232368 -0.00317383 -0.0401714
internal_weight=15.7413 6.19797 9.54336 0.826999 0.522937 6.14193 6.05991 8.71636 3.8589 3.6176 0.272628 4.85745 3.34498 4.21912 3.26392 0.955205 3.16697 2.93014 2.98645 2.51527 2.28796 0.471179 2.06061 2.51362 2.29419 2.18631 0.311926 1.87438 1.62481 0.197548
internal_count=2900 1790 1110 91 69 1787 1772 1019 502 482 57 517 425 476 424 52 419 392 413 357 343 56 328 370 353 340 84 256 227 48
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 1 1 0 2 0 1 1 1 1 1 0 0 1 0 2 1 1 1 2 0 2 2 1 1 1
split_gain=0.00177289 0.0140178 0.0236449 0.0241351 0.0196955 0.0147264 0.0329677 0.00955308 0.00886208 0.00662525 0.0231218 0.011039 0.00873603 0.0153941 0.0237626 0.00999144 0.0126353 0.0216374 0.0139336 0.0118867 0.0992243 0.11709 0.050005 0.0337594 0.0526138 0.0296326 0.0375786 0.026196 0.0242159 0.0179469
threshold=0.47727612945000003 0.34524415440000006 0.34581299960000006 41.21013581150001 0.4622167001000001 0.34506451900000007 0.34482500525000009 0.47778509625000004 41.43512228960001 0.47868327295000007 0.34458549145000011 0.34545372890000009 0.34458549145000011 0.3447052483500001 0.3447651268000001 0.47905751325000007 0.47943175355000006 0.34503457980000002 0.47976108500000009 42.871500973550006 0.34566330350000002 0.34581299960000006 0.3465914194000001 43.124157941850008 0.50356276755000018 43.147345722250009 43.19689381845 0.34521421515000011 0.35675578575000005 0.36927038110000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 8 -2 10 -9 -12 -11 -14 -15 -16 -17 -18 -19 27 -21 -22 -23 24 -24 -25 -27 -20 -28 -30
right_child=7 2 4 -5 -6 -7 -8 9 -10 12 11 -13 13 14 15 16 17 18 19 20 21 22 23 25 -26 26 28 -29 29 -31
leaf_value=0.00077458117179920658 0.024191091202657947 0.0014370800534411986 -0.06657428095571942 -0.10358092568358367 0.013937999141169808 0.02697890670964035 -0.053019965003837689 0.025890980278297556 0.0019414710307093198 -0.021333520836874457 -0.060690536410535026 -0.010205622958969781 0.027833431432742542 -0.036939163734236814 0.024134089956331005 -0.026830829686043729 0.022592458975894604 -0.027880042613998141 -0.048144884481680222 0.066196153730317828 -0.10469144422995587 0.068306910791811518 -0.10389604064006422 0.10012327040829772 0.018760592220635072 -0.094620478555075396 0.045404893259207525 -0.00061689652834148376 -0.062335367330648643 0.0036854079922320399
leaf_weight=2.0693022957296243 0.3161605530185615 0.034843311179559161 0.038371609122641565 0.058837192811925176 0.14595889422145836 0.18798051823336548 0.12056034499376744 0.087846401729619994 0.41268413377110846 0.18630303659579794 0.092485819359680477 0.081460242462640053 0.20238488481845607 0.1714430139400055 0.17712615780692331 0.17034447363857808 0.43050021928502147 0.17975709437086962 0.11752722878008803 0.24869164005212985 0.10354648933571287 0.116562982846517 0.074567468778695689 0.032331447537217062 0.065859578773754035 0.038045479811955829 0.13840091628435403 8.7390045191854444 0.043488919492887135 0.77370483234422627
leaf_count=380 13 9 61 45 37 22 26 9 28 18 30 24 7 6 19 12 21 18 16 13 6 9 9 3 41 10 15 1425 25 543
internal_value=-1.10886e-05 -0.00236545 -0.0236125 -0.0645208 -0.00282204 0.000118698 -0.00218702 0.00046989 0.011593 -0.000190753 -0.0159284 -0.0370481 0.000152306 0.000490864 1.46773e-05 0.00056802 0.000197718 0.000612434 -0.000274266 0.00019871 0.00803217 -0.00240044 0.00585536 -0.000385676 -0.0463707 0.0059084 0.0028428 -0.0012476 0.00672314 0.000171955
internal_weight=15.6561 2.65585 0.278011 0.0936805 0.184331 2.37784 2.18986 13.0002 0.728845 12.2714 0.261792 0.173946 12.0096 11.8233 11.6209 11.4495 11.2723 11.102 10.6715 10.4917 1.6352 1.38651 1.28296 1.1664 0.140427 1.02597 0.99364 8.85653 0.955595 0.817194
internal_count=2900 580 152 54 98 428 406 2320 41 2279 63 54 2216 2198 2191 2185 2166 2154 2133 2115 674 661 655 646 50 596 593 1441 583 568
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 0 1 2 0 1 2 0 2 2 2 2 0 1 2 2 2 2 2 2 0 2 2 2 2
split_gain=0.0016013 0.0320673 0.00991293 0.0589548 0.0262613 0.0473291 0.0159198 0.0225026 0.0176333 0.0267369 0.0327305 0.0504823 0.0198285 0.0187489 0.0242646 0.0151362 0.0123598 0.00954738 0.0325209 0.00875425 0.026103 0.00956854 0.0169633 0.0291573 0.0334497 0.0254826 0.0251999 0.0388857 0.0205863 0.0161819
threshold=41.322103772800006 41.348489042950007 0.35585760905000008 0.34632196640000007 0.48759019190000008 40.660558922250004 0.47943175355000006 0.34500464060000008 39.039757512550004 0.47778509625000004 0.34500464060000008 39.945535567850008 0.47612346935000005 38.771633980050005 37.962710038050005 40.922041107600009 39.893178577750007 0.49850303880000008 0.36501901140000009 41.21013581150001 41.134354310300004 40.982542372850013 40.580626202750004 40.08085804200001 40.305698932850007 0.51484985480000012 39.893178577750007 39.788107623550012 39.646013290900008 39.211875820650008
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 -8 12 10 11 -10 13 14 -1 -9 -5 -6 -19 20 21 22 23 26 -25 -24 27 28 29 -20
right_child=1 -3 4 16 17 -7 7 15 9 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0064484045338996134 -0.05667289330065698 -0.00029089433166040323 -0.10209799824204374 0.033953901678663044 0.022959306257010235 0.019013548888053424 0.025055237457286657 -0.010882269690996206 0.024639115842243969 -0.038766971595748698 0.033325551545782504 -0.061786197534300015 0.043646739889957431 0.049342111752887607 -0.061286078516479728 0.014466336995492116 0.08391692574873022 -0.060951241316684196 0.0021083098482976808 -0.02229292640513433 0.04827547646118973 -0.025347520944239532 0.058627179366956286 -0.062515868544563133 0.0011595730594094968 0.0025853576682759206 0.034808765503403574 -0.064011071246123416 0.033220690426158252 -0.017597689032007556
leaf_weight=0.1550970037138113 0.10222350538719727 7.6434240708749375 0.069783735804505365 0.10162054850461055 0.16721698441779143 0.060018558712840786 0.53366335635655537 0.57475293146853801 0.12486388138495386 0.30770922483861796 0.1746467365246076 0.14733558001197622 0.12111664796248078 0.052692546581965871 0.080254021183947089 0.39915954452590086 0.096557705459417775 0.089816766761942612 2.4595081021224101 0.17247418432266659 0.11226099165651238 0.15041082472697009 0.12005407620927133 0.16188244992469769 0.16823513705024062 0.25029905050226375 0.20772339211267965 0.095419647628950943 0.18424067818118306 0.50171331987466761
leaf_count=98 11 1529 40 21 28 8 23 33 12 37 19 29 8 6 11 20 21 14 599 19 11 26 7 30 37 65 38 16 25 59
internal_value=-1.52076e-05 -0.001035 0.000992242 0.00567231 -0.00170926 -0.0460979 0.00176816 0.0085507 -0.0070185 -0.016083 -0.000462286 -0.022141 0.00969787 -0.00457696 -0.0166489 -0.000493104 0.0582972 -0.000519122 -0.00135908 -0.000191515 0.000672525 -0.000570404 0.000327807 -0.00167396 -0.0300655 0.0207519 0.00104381 -0.00112034 0.000787488 -0.00123043
internal_weight=15.5862 7.74565 7.84053 2.86947 4.97106 0.129802 2.67129 1.50758 1.16372 0.754555 0.446846 0.272199 0.40916 0.288044 0.235351 0.973912 0.198178 4.84126 4.67404 4.58422 4.41175 4.29949 4.14908 3.77872 0.330118 0.370353 3.44861 3.24088 3.14546 2.96122
internal_count=2900 1540 1360 338 1022 48 296 76 220 97 60 41 123 115 109 53 42 974 946 932 913 902 876 804 67 72 737 699 683 658
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 2 1 0 2 0 0 2 0 0 0 1 1 1 0 0 0 0 1 1 2 0 2 0 1
split_gain=0.00150102 0.0165411 0.0225892 0.0293892 0.0342051 0.0141159 0.02057 0.00899689 0.0432087 0.0364973 0.0153543 0.0283608 0.0201046 0.0197282 0.0497868 0.0339295 0.0146827 0.0240147 0.0256758 0.0142354 0.0208902 0.0133098 0.0123542 0.0099034 0.0134235 0.00836895 0.0305319 0.0267245 0.0583741 0.0459021
threshold=40.305698932850007 40.621691032550004 0.48320409570000006 0.51401155655000019 0.5317655160000001 40.21994457600001 40.12915366295001 0.39078171310000004 0.52772372085000019 40.036761086100007 0.52803808270000008 0.53839705400000015 37.858673296900008 0.54191491270000014 0.54317236010000014 0.54585192060000021 0.42019700010000005 0.4211999641000001 0.43706775245000007 0.55754318735000019 0.56167480015000015 0.52266399210000014 0.56276758185000009 0.45393850480000009 0.46208197360000008 39.039757512550004 0.51929582950000019 39.268993001500007 0.50300889195000009 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=5 2 -2 -4 -5 6 7 21 -9 10 -10 12 -12 -13 -15 -16 -17 -18 -19 -20 -21 25 -22 -24 -25 26 -1 -27 29 -29
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 11 13 -14 14 15 16 17 18 19 20 22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=-0.00023293011430564796 0.035819364688896509 -0.00031744982159652853 -0.041958338268304224 0.069720717490483142 -0.017203280127728787 -0.020520371824011778 0.032935107352145991 -0.10199193841028165 0.068442622556829855 -0.10227378344991496 0.0002382697571862326 0.043077796408483804 -0.084495081136449351 -0.08913438132437948 0.054995578183845956 -0.061969135932645372 0.085530947394087342 -0.06638317462935657 -0.087595901370892001 0.087330411169103395 -0.10181342138751065 0.018893619533536934 0.023138348955572978 -0.10035626133795586 0.0096145010307126452 -0.020803211086065965 0.046683059984197056 0.0099988951916805228 0.033115780996787372 -0.044883959786832309
leaf_weight=1.6623962146964095 0.30624941772167247 9.5697802133460588 0.11689070003376401 0.082904732029419392 0.099724772594314004 0.35914440144518778 0.18275541485047586 0.048671670688501756 0.031061691406648606 0.036861072748767043 0.048180126705929638 0.11182932763097142 0.066860716469818726 0.059732728206654484 0.11496931179247483 0.043476861232573716 0.029736740107182413 0.060964262458344021 0.014831731596927966 0.032539443640189347 0.011156914062667056 0.36812055085920281 0.11286202175137995 0.017671524103504654 0.029847085192750897 0.71944074772363809 0.15133935264384479 0.330082056790445 0.41819112171651796 0.28308364751264747
leaf_count=258 27 1748 16 7 34 24 24 58 4 9 25 22 24 10 22 24 4 70 6 9 3 35 46 40 232 14 19 28 25 33
internal_value=-1.58385e-05 0.000696943 0.016722 -0.00280434 0.0222559 -0.00137259 6.44955e-06 -0.00124626 -0.0104406 -0.00502354 -0.000461167 -0.00329724 -0.049008 0.00492424 -0.00315985 0.00781212 -0.00755139 9.0205e-05 -0.00898795 0.00699615 0.0138708 0.000790682 -6.39278e-05 0.0070143 -0.0312821 -0.00107886 0.00368177 -0.00601064 0.00430818 -0.0153392
internal_weight=15.5214 10.1755 0.60577 0.29952 0.18263 5.34581 4.98666 4.80391 0.871253 0.822582 0.78572 0.754659 0.115041 0.639618 0.527789 0.468056 0.353087 0.30961 0.279873 0.218909 0.204077 3.93265 0.171538 0.160381 0.0475186 3.56453 1.81374 1.7508 1.03136 0.613166
internal_count=2900 1832 84 57 41 1068 1044 1020 608 550 541 537 49 488 466 456 434 410 406 336 330 412 321 318 272 377 277 100 86 61
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 0 0 0 2 2 1 2 1 2 2 0 0 1 0 0 0 2 1 1 1 2 0 0 0 1
split_gain=0.00152712 0.0227491 0.0364665 0.0105224 0.0243889 0.0120226 0.00793061 0.0320733 0.0188075 0.0424774 0.0251535 0.0253257 0.0439082 0.026514 0.00941918 0.0115463 0.0074389 0.0278274 0.0606537 0.048554 0.029675 0.0257752 0.0167601 0.0139541 0.0119993 0.00730872 0.0188893 0.0287618 0.0411975 0.0139208
threshold=0.52215502530000013 0.51700547890000015 39.344049039350004 37.572218886150004 37.360990606650006 0.52898116820000018 0.52803808270000008 0.52898116820000018 39.091773401050006 39.211875820650008 0.38991347565000006 39.685256516350002 0.39458399450000009 41.468518788800004 37.962710038050005 0.53136133645000017 0.51243974730000008 0.37138109635000011 0.5025747732000001 0.50109278165000015 0.50356276755000018 43.082598263550004 0.36543816055000006 0.37982395740000008 0.37982395740000008 40.166811829450005 0.53978922790000017 0.54191491270000014 0.54317236010000014 0.42067602765000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 5 -2 8 -8 -5 -10 -11 -12 -13 -14 -9 -16 17 20 19 24 22 -20 -1 -18 -19 26 -17 -28 -29 -27
right_child=3 2 -4 6 -6 -7 7 14 9 10 11 12 13 -15 15 25 23 18 21 -21 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.00043537067584975103 0.037507989441852581 0.013654860324039612 -0.045542540051548619 -0.0026442017625547716 -0.10222827337096954 -0.02596359418749257 -0.079974905018033393 0.045406259301810088 0.071222021141031475 -0.033798424839863082 0.041225101156360106 -0.083390709998122314 0.080874349684676508 -0.022424142247195945 -0.045601345325548354 -0.056459291394499601 -0.0066627806373242802 0.013574126921510183 -0.10306712422785753 0.10073220235431263 0.033638285757968726 -0.010258870698435254 -0.023833624955842719 0.0304527050868766 -0.066604754972142452 0.016921909774554784 0.051096819749415878 -0.10232824792911768 -0.0019972465764599673 -0.0013788555609622331
leaf_weight=9.5987095097853352 0.045163432505794382 0.16852697390132199 0.27203844952638179 0.66572390180360685 0.031542206613450197 0.08797391457331602 0.04976512965966895 0.047027899678483087 0.13482694374397391 0.11191708961791846 0.22847762225501356 0.054499207890103193 0.048813308134413091 0.050610274483823672 0.053788268747922863 0.071817176723925957 0.18624675811133862 0.034656373176403521 0.10228834840381751 0.046135216559648029 0.26478274130522628 0.042299468234348048 0.29325255587832622 0.22208087015388855 0.040452130765421701 0.5984882668005943 0.086271020350977778 0.045339282834902406 0.4204641058531885 1.3605306147437399
leaf_count=1038 30 27 40 27 17 288 29 30 5 24 7 34 5 48 36 19 22 10 39 6 40 29 34 22 37 164 9 6 179 599
internal_value=-1.69438e-05 -0.000623041 -0.0228981 0.00161233 -0.023164 -0.00443249 0.00262519 -0.000428632 0.00907185 0.0214691 0.0078988 0.0201023 -0.0112516 0.0282916 0.00104642 0.000255221 0.000283035 -0.000235692 -0.0321748 0.0199881 0.000600248 -0.0759159 -0.000284097 0.0135236 -0.0296088 0.00121017 -0.0082159 -0.00194011 -0.011763 0.0042121
internal_weight=15.4645 11.2715 0.440565 4.19304 0.16468 0.133137 4.02836 2.73349 1.29487 0.629144 0.494318 0.3824 0.153923 0.0994236 2.68373 2.6367 10.8309 10.4226 0.265832 0.121244 10.1567 0.144588 9.89196 0.408328 0.0751085 2.58291 0.623892 0.552074 0.465803 1.95902
internal_count=2900 1344 67 1556 335 318 1221 1071 150 123 118 94 87 53 1042 1012 1277 1233 121 53 1112 68 1072 44 47 976 213 194 185 763
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 1 1 0 0 2 1 0 1 2 2 2 0 2 1 2 2 0 1 0 0 0 1 1 2 1
split_gain=0.00155092 0.0135439 0.00894528 0.0214893 0.0227928 0.00834325 0.0346467 0.024498 0.0447488 0.0224574 0.0157908 0.00822823 0.0370783 0.00727998 0.0246952 0.0117707 0.0265739 0.0250225 0.0168265 0.0215182 0.0366877 0.0367194 0.0662207 0.0197335 0.016713 0.0317783 0.0149765 0.0221183 0.014687 0.0143538
threshold=0.39024280710000009 0.38906020780000011 0.38733870245000007 0.51700547890000015 0.38042274180000007 0.37668033890000002 0.37138109635000011 0.50300889195000009 0.50579323975000012 39.852039223600009 0.36543816055000006 0.52324780695000006 0.39078171310000004 40.823855932350007 40.712530798250008 42.448133449100006 0.53136133645000017 43.968221017800005 0.39658992245000008 41.840895355800008 41.322103772800006 0.54384599265000022 0.42440346100000009 0.56424957340000015 0.53592706805000012 0.53839705400000015 0.43808568605000003 0.43967246490000006 41.558544840500012 0.42067602765000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 10 -9 -8 -1 -2 -13 14 -14 18 17 -17 -15 20 21 -20 -23 -21 -18 -26 -24 -28 -22 -27
right_child=11 -3 -4 4 -6 -7 9 8 -10 -11 -12 12 13 15 -16 16 24 -19 19 23 28 22 26 -25 25 29 27 -29 -30 -31
leaf_value=0.00032199828230841925 0.010389002233242255 -0.017305610981530214 0.02091781420213561 -0.080730444284606004 -0.0096700991583671628 0.01528470176120311 -0.0057603411770112351 0.065520391229995589 -0.0056053465472863644 -0.075116860477781627 -0.024901043803872838 -0.10137403375821941 -0.0031553169683657561 0.05385175410979335 -0.086926714773638808 -0.10180796293397097 0.039250925567927218 0.027673739104764492 -0.037346580446745478 0.056399437298277989 -0.084919086591375259 0.093692771646656056 -0.031299381880414132 -0.0055173623442326567 -0.10247231781353872 0.031285193210194955 0.077626735119794954 -0.019715312456779949 -0.019709335092296398 -0.005954084882646607
leaf_weight=9.5915042451899009 0.85207812206769062 0.4653531585611298 0.20278118371788956 0.065824217272749119 0.14363185653117228 0.36098557994137159 0.087498023149238047 0.16047536328187639 0.197100188322338 0.10009011114595978 0.25479843968245397 0.036187710733429745 1.0580074514162721 0.089480736211044132 0.036400919769050799 0.049081233834153512 0.10279133053791156 0.021446620024115917 0.10784184976637329 0.14362819225425483 0.057959084990769183 0.10727112490985746 0.099504317156970501 0.080225106750859254 0.031245586786894819 0.12539467342810429 0.042633304023183882 0.051588739180622178 0.085474879367813061 0.59294057369075315
leaf_count=1037 101 24 24 38 29 42 14 36 19 35 27 11 657 26 17 34 26 53 10 34 25 10 7 46 9 66 5 39 39 360
internal_value=-1.89396e-05 -0.000590372 0.000106332 -0.000278654 -0.0320017 0.000339307 -0.000179876 0.000603035 0.026315 -0.0427664 -0.000330713 0.00174332 -0.000780335 0.000482364 -0.00594162 0.00441328 -0.00344341 -0.0624342 0.01279 0.00805591 -0.00254495 0.0127213 0.0306597 0.0342095 0.00143766 -0.00374773 -0.00424324 0.0243297 -0.0460594 0.000546511
internal_weight=15.4012 11.63 11.1647 10.9619 0.209456 10.7525 10.3915 10.2039 0.357576 0.187588 9.8463 3.77118 2.9191 2.88292 1.09441 1.78851 0.9229 0.0705279 0.865607 0.776127 0.552273 0.408839 0.300997 0.223853 0.852372 0.749581 0.193726 0.094222 0.143434 0.718335
internal_count=2900 1325 1301 1277 67 1210 1168 1119 55 49 1064 1575 1474 1463 674 789 548 87 241 215 135 71 61 80 461 435 51 44 64 426
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 2 0 2 2 0 0 2 2 0 1 2 0 0 2 2 1 0 0 0 1 1 0 2 2
split_gain=0.00160056 0.0412366 0.0758267 0.0204922 0.0231196 0.0100043 0.0747828 0.087437 0.0467854 0.0293199 0.0105307 0.0287096 0.010906 0.0385506 0.0144405 0.0359035 0.00989847 0.0283535 0.00978631 0.0261723 0.0351442 0.0186497 0.0120477 0.0186697 0.0222433 0.0178385 0.00821495 0.00760639 0.0529935 0.0607177
threshold=0.34500464060000008 0.48368312325000012 0.48181192180000004 0.34503457980000002 0.34506451900000007 40.742467179200005 41.24714903835001 0.47760546090000006 41.558544840500012 39.852039223600009 0.47694679800000012 0.47470135625000004 38.938637541200009 38.115457128050004 0.47305469895000007 0.34193587020000005 42.508878681700004 0.47470135625000004 0.47670728420000003 43.968221017800005 42.207998345450008 0.34512439750000007 0.47727612945000003 0.47778509625000004 0.47868327295000007 0.34518427590000006 0.34193587020000005 0.48119816770000007 42.178283198950005 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 9 -7 8 -8 10 11 12 13 14 15 -1 17 -10 19 20 -6 -20 -23 -24 -25 -26 -18 28 29 -27
right_child=3 -3 -4 4 18 6 7 -9 16 -11 -12 -13 -14 -15 -16 -17 26 -19 21 -21 -22 22 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.01781527719647702 0.032710140411908353 -0.034216577612844655 0.073912910513204907 -0.038341181203441294 0.0020735783675548403 0.073890959530418951 0.058238132165682681 -0.062720876064528502 0.027711827207079206 -0.043422100890167931 -0.018361117193512428 0.055263588020608281 0.018207409416920221 -0.10289707121431502 -0.053310280438268458 0.097736590796841272 -0.0020870770606803975 -0.0589355657967289 0.036193499998377565 0.026551353594542894 -0.10197956214036052 -0.025147310920030239 0.022587927563107645 -0.041591005141340488 0.038775563931887178 -0.0057293462213505383 0.01575298857147556 -0.00079882709842664574 -0.020842339323836168 0.053231864799965972
leaf_weight=0.083919230994271871 0.19462481372086315 0.35444194920023608 0.13923262036405493 0.15524184335886815 0.067206580197847171 0.13564589220880674 0.14874751564275324 0.21705755397516235 0.062989672500929461 0.20773738868991387 0.2118773797119502 0.10171073459787294 0.12012973544187844 0.043784997455922792 0.035308448597788811 0.039567925667661569 1.0720435001951711 0.094307716824914678 0.14774461758861157 0.073276917298244371 0.062782498516618018 0.18116313657739702 0.38149410366895509 0.12661194570202994 0.12083521310705414 0.33905430911954748 0.33996779485005402 9.3145371677296982 0.4041985948169895 0.36020780366379768
leaf_count=78 7 13 11 15 69 16 14 19 49 25 16 6 12 9 4 11 155 12 13 13 57 32 24 39 12 30 32 2044 48 15
internal_value=-1.86335e-05 -0.00192973 0.00181739 0.000527424 -6.35549e-06 -0.00162643 0.00211386 -0.00291751 0.00463799 -0.0108029 -0.000153411 0.00893615 -0.00566517 -0.0198215 0.00308501 0.01921 -0.000442519 -0.0242377 0.000507602 -0.021241 -0.0481823 0.00089621 0.000431752 0.000851233 7.37297e-05 0.000574284 0.00220825 0.000131198 0.00798173 0.0246431
internal_weight=15.3374 3.40847 3.05403 11.929 11.7344 2.9148 2.07076 1.93511 1.71806 0.844036 0.636298 0.424421 0.32271 0.202581 0.158796 0.123487 1.56931 0.157297 11.5791 0.203266 0.129989 11.3758 11.2281 11.0469 10.6654 10.5388 1.41201 10.418 1.10346 0.699262
internal_count=2900 482 469 2418 2411 458 297 281 262 161 136 120 114 102 93 89 248 61 2396 139 126 2257 2244 2212 2188 2149 187 2137 93 45
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 1 1 2 0 0 0 2 0 2 2 0 2 2 2 0 0 2 2 0 2 2 0 1 1 1
split_gain=0.00173234 0.0104546 0.0261347 0.0237057 0.043547 0.0132727 0.0271087 0.00843191 0.00774561 0.018415 0.00793174 0.0156703 0.0133851 0.011789 0.0219358 0.0404362 0.047617 0.0133308 0.0109092 0.00972959 0.00712251 0.00729699 0.00629159 0.00549967 0.0042918 0.0331337 0.0267437 0.0476399 0.0446396 0.0214852
threshold=0.47727612945000003 0.34524415440000006 0.47715637260000004 41.21013581150001 0.34581299960000006 0.34506451900000007 0.34482500525000009 42.718072821900002 0.47512050540000011 0.47440196400000006 0.4588185982500001 39.091773401050006 0.43780126340000008 48.680511450650009 48.461603274950008 0.39614083410000006 41.678468725050003 48.315732392000008 39.468990633150007 0.42314601355000009 0.47778509625000004 41.43512228960001 44.921040431000009 0.47706655490000011 42.852084787850011 42.898324343550009 0.47796473160000008 0.34503457980000002 0.34515433670000012 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 5 3 23 -5 6 8 -6 9 10 12 -12 13 14 15 17 18 22 19 -17 21 -2 -1 -3 -22 -26 -27 -28 -29 -30
right_child=20 2 -4 4 7 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 24 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.10021593439256954 0.021992571953345752 0.028162543509588547 -0.10221609798635439 -0.10321897772264282 0.028979973775166975 0.025795045420231533 -0.049523755324715202 -0.020981385331474492 -0.014563606487352807 0.03075779869924903 0.0072365257668003087 -0.04242711517463469 0.038429374087389973 0.0046888485678837138 -0.1025843266574229 -0.078327071555228459 -0.10333358416090739 0.10129702146659121 0.029440172807111521 0.010007002214017522 -0.00093162809718409377 0.0014720531324133709 0.033606704837044407 0.099834378195631804 0.058018741777621487 0.088535258022943847 -0.072558882655776494 0.10083707870465641 -0.10203896525253094 0.0016304995275776568
leaf_weight=0.0050140228540814505 0.30176241672597726 0.027450751880780389 0.034592314494602761 0.051278637967222318 0.070360417541905931 0.18087290877901985 0.11557085028081715 0.064973391540279465 0.30078158706349167 0.2077245374675839 0.12964709095830063 0.12458649551963674 0.094627831011280139 0.92328707692809076 0.028214101679623127 0.023423257033764827 0.061483032020436923 0.036510687321424484 0.072166094672866166 0.026663029031624319 10.052207125880329 0.40701854074723087 0.011736902961274609 0.017551830831507687 0.10809701013363038 0.034236089461046171 0.087659777870059297 0.045434255152940639 0.020244368897692655 1.5981702112801337
leaf_count=115 13 48 7 43 16 22 26 35 28 11 19 27 34 32 3 41 43 1 10 8 1568 28 8 3 16 4 11 2 4 674
internal_value=-1.47251e-05 -0.00236124 -0.0211401 -0.00903119 -0.0247417 -0.000226993 -0.00240456 0.00499366 0.000257197 0.0028117 -0.000964312 -0.017101 0.00223295 -0.000648997 -0.0192318 -0.00930881 -0.0315483 0.0674102 0.00455389 -0.0313031 0.000468958 0.0102086 -0.00645017 0.0561159 -0.000108915 0.00425791 0.00100359 -0.000707354 0.00307814 0.000333722
internal_weight=15.2633 2.60852 0.266207 0.231615 0.186612 2.34231 2.16144 0.135334 2.04587 1.74508 1.53736 0.254234 1.28313 1.1885 0.265211 0.236997 0.183735 0.0532616 0.122252 0.0500863 12.6548 0.708781 0.0167509 0.0450026 11.946 1.89384 1.78574 1.75151 1.66385 1.61841
internal_count=2900 580 152 145 94 428 406 51 380 352 341 46 295 261 229 226 102 124 59 49 2320 41 123 51 2279 711 695 691 680 678
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 1 0 2 2 2 1 2 2 0 1 1 1 2 1 1 2 0 1 0 1 0 1
split_gain=0.00166841 0.0317302 0.0165343 0.0136429 0.0131682 0.0271097 0.016508 0.010653 0.0188885 0.0656785 0.0233155 0.0178461 0.0469007 0.0492085 0.0440054 0.0353776 0.0282938 0.0231002 0.0149499 0.0163135 0.0215394 0.0102468 0.00680169 0.0197708 0.0560562 0.0174145 0.0423349 0.0131005 0.0268917 0.0165257
threshold=0.42019700010000005 0.42067602765000006 0.54017843775000018 0.54191491270000014 0.54317236010000014 0.54475913895000005 0.54679500610000009 0.53905571685000009 0.39971857130000005 0.53592706805000012 43.968221017800005 39.945535567850008 40.922041107600009 0.41917906650000009 42.072181850200003 39.268993001500007 0.53978922790000017 0.39167988980000007 0.39584144190000009 0.3982365797500001 37.858673296900008 0.4274273225500001 0.39024280710000009 39.468990633150007 0.52428071015000011 0.39458399450000009 0.53029849405000007 0.38398550940000004 0.52161611930000007 0.37982395740000008
decision_type=2 2 2 2 2 2 2 2 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 21 -4 -5 -6 -7 8 18 10 -10 15 -13 14 -14 -9 -16 -18 22 20 -20 -3 27 -24 -25 26 -26 29 -29 -1
right_child=1 2 3 4 5 6 -8 11 9 -11 -12 12 13 -15 16 -17 17 -19 19 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0004003010697810061 0.060934807045384225 0.022113731096657128 0.045629484954285891 -0.048148434158327973 0.066418616519323057 -0.040996666530190823 0.001247255804999412 -0.02430436785915676 -0.10067292741194872 0.082743822565344571 0.0072780355278886785 -0.10224535709079306 -0.103977730797663 0.074738233211105357 0.10044676964018083 0.061362194486412419 0.056597814619421254 -0.06198737448935665 0.030850222747489664 -0.0069714572006225085 -0.10119280885304545 -0.10056135452342396 -0.00029301742632437014 0.089083916094567783 -0.10127830728618421 0.028889716883314005 0.036818824407951346 -0.037886168448105731 0.00097250578105095994 0.022367243741049481
leaf_weight=10.368415996296692 0.089354007388465662 0.00925137284927742 0.066471785841031195 0.056210672431461606 0.061084035484327504 0.0990508200975454 1.3998481224994241 0.12996375196388388 0.032964750367454054 0.10822929179994389 0.050901017024379769 0.069935169767974897 0.05939888207749533 0.053882199863437563 0.023581906221807003 0.076630586831043956 0.023913419677079162 0.052470121345340542 0.016457001816831851 0.12683979280325541 0.049549273883101819 0.025789935765878888 0.78861261494621482 0.10321778993078057 0.046178808667264093 0.082534051034599543 0.042748635052703321 0.28056440673754046 0.48760015850871241 0.32891989773492092
leaf_count=1216 11 9 11 9 10 14 975 45 33 13 43 12 14 6 2 12 8 63 19 19 56 76 54 22 36 6 8 37 27 34
internal_value=-1.6334e-05 0.002836 -0.000186259 0.00122957 -0.00059654 0.00111689 -0.00154432 -0.000400886 0.000148148 0.0312715 -0.0351538 -0.0148771 -0.0311812 -0.00787545 -0.0358077 0.00747133 0.00469851 -0.0248619 -0.000321811 -0.0279528 -0.0682712 -0.0681735 0.000103491 0.00775459 0.0308595 -0.00419086 -0.0348931 -0.000606059 -0.0132202 0.000299752
internal_weight=15.2106 1.80706 1.71771 1.68267 1.61619 1.55998 1.4989 13.4035 12.9137 0.192095 0.0838658 0.489776 0.283182 0.213247 0.159364 0.206594 0.0999654 0.0763835 12.7216 0.192846 0.0660063 0.0350413 12.5288 1.06329 0.274679 0.171461 0.0889274 11.4655 0.768165 10.6973
internal_count=2900 1115 1104 1019 1008 999 989 1785 1623 89 76 162 105 93 87 57 73 71 1534 94 75 85 1440 126 72 50 44 1314 64 1250
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 1 2 2 2 2 0 0 2 0 0 0 2 1 0 2 1 0 2 1 2 0 2 0 2
split_gain=0.00184849 0.030444 0.00830041 0.0329565 0.0272577 0.0122819 0.0110149 0.0367524 0.101306 0.0301091 0.0420595 0.0208861 0.0164142 0.015582 0.0151214 0.0102815 0.0192269 0.0157347 0.0186018 0.0248272 0.0151483 0.0476412 0.0462612 0.0148967 0.0242769 0.0224822 0.0119511 0.0123883 0.0112917 0.0112551
threshold=41.322103772800006 41.348489042950007 0.36000419150000007 0.48414718120000005 0.49678153350000009 0.34632196640000007 0.34512439750000007 40.380906245900007 39.56957118270001 40.496232821400007 40.166811829450005 0.47976108500000009 0.47814436690000012 39.268993001500007 0.48101853240000009 0.55671985870000007 0.57944372925000021 40.878805547300004 0.43374449865000003 0.56055207925000017 40.08085804200001 0.38185982460000006 0.53905571685000009 39.530201452500002 0.38906020780000011 39.211875820650008 0.57357564145000006 39.468990633150007 0.62143349005000015 39.091773401050006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 9 8 11 10 12 -8 13 -1 -9 20 17 18 -17 -20 23 -22 -23 25 -25 29 27 -21 -18 -6
right_child=1 -3 4 5 15 -7 7 14 -10 -11 -12 -13 -14 -15 -16 16 28 -19 19 26 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038901187151344756 -0.056481850356425736 -0.00039468831532812784 -0.065979851378679136 0.014503842187977123 -0.00014663189212869802 0.045120910295100104 0.060884454621105512 0.035056906205075032 -0.071623765348669918 -0.027097223232873769 0.059502929860833935 -0.0049278484865884851 -0.02880468794129757 0.039821102914895712 0.0068938347033131835 -0.048326378266670071 -0.10081982904462435 0.05778126566677956 0.081633295202740264 0.011591708940838845 -0.053093167240513064 0.031053175129018236 -0.025377192997432685 0.040036341071180134 -0.0070316979091971168 -0.023833075179700593 0.049378617949505883 -0.040633584801022894 0.016475377366808146 0.026402691308558331
leaf_weight=0.37790013081846907 0.098044080300091596 7.4918866622813791 0.064733072982524287 0.30352671555010591 2.2511596536143315 0.23052974271922722 0.10937706269895631 0.3543245927428984 0.18312085472115314 0.44560149722265407 0.12157900391949283 0.086245144026179332 0.19560729234945029 0.1039950849719844 0.41271310998126864 0.047934789009449585 0.022420991592233284 0.083806599524905323 0.052092853587510035 0.15023728260512859 0.22940616266532732 0.2699250650648537 0.314588092870423 0.23292039561783884 0.20694424144847545 0.40073794122281459 0.051616013089994361 0.065101928339629467 0.012946217312072218 0.17186791809217528
leaf_count=118 11 1529 32 14 285 34 37 30 26 43 11 13 17 14 15 32 148 15 11 57 21 31 37 20 38 28 29 28 168 8
internal_value=-1.70446e-05 -0.0011192 0.00109051 0.00526094 -0.00154462 0.0277199 0.000243348 0.00731838 -0.0181692 -0.0062695 0.00534491 0.0318694 -0.00437384 0.00554295 0.0199035 -0.000630646 0.0131155 0.0186858 0.00975769 0.0184844 -0.00226956 -0.0144747 0.000682051 0.000774284 0.0178921 -0.0018922 0.00616174 -0.00419718 -0.0578838 0.00173654
internal_weight=15.1429 7.58993 7.55296 2.92452 4.62844 0.534056 2.39046 1.14578 0.378743 1.24468 0.799082 0.195622 0.677503 0.481895 0.767038 4.56371 0.486157 0.450789 0.366983 0.319048 4.07755 0.813919 0.584513 3.26363 0.439865 2.82377 0.266955 0.215339 0.0353672 2.42303
internal_count=2900 1540 1360 372 988 48 324 121 76 203 160 50 149 132 45 956 488 172 157 125 468 89 68 379 58 321 114 85 316 293
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 1 1 2 0 1 0 2 2 2 0 1 2 2 1 2 1 0 1 1 0 0 1 1 0 1
split_gain=0.00156007 0.00745287 0.00849556 0.0129884 0.00194585 0.00909159 0.0208724 0.0185585 0.0180406 0.0116303 0.0218001 0.00669532 0.0282485 0.0114139 0.019338 0.0214375 0.0227696 0.0167065 0.00642597 0.0108945 0.00783174 0.00630684 0.00730578 0.00595329 0.0217836 0.00564031 0.0120605 0.00415401 0.00947742 0.00800051
threshold=0.31063441215000004 48.680511450650009 45.027406014450008 0.30560462260000004 0.47727612945000003 0.34524415440000006 0.34581299960000006 41.21013581150001 0.4622167001000001 0.34506451900000007 0.47648274005000008 42.773538294100007 42.448133449100006 41.66248410610001 0.47470135625000004 0.32600820335000008 39.091773401050006 40.742467179200005 0.31123319660000009 48.852845034800005 0.34193587020000005 0.47778509625000004 0.34521421515000011 0.34307356065000005 0.46928235680000008 0.45462710695000008 0.36106703390000006 0.34446573455000007 0.47814436690000012 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 3 -1 5 9 7 -7 25 10 11 12 13 14 15 17 23 -2 -13 20 -20 22 -6 24 -17 26 -8 -23 -29 -30
right_child=4 -3 -4 -5 21 6 8 -9 -10 -11 -12 18 -14 -15 -16 16 -18 -19 19 -21 -22 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10034601408343434 -0.0080303849467276058 0.036232408683452531 -0.1007282306425166 0.061659311368785163 -0.00021173543602425691 -0.0037338362924152577 -0.1007139361310278 -0.10285767135671781 0.015184800525127726 0.023831053040496292 -0.034628427764797541 0.0016884785128087395 0.064530752060308089 -0.028972343918560239 0.046386114504418201 -0.032429902309111656 -0.065760989296017688 0.059589657376682051 -0.045499895313760669 0.0085338673839695303 -0.011698633914365028 -0.02044645466480462 0.020213048987096777 -0.020329573422236236 0.057285254440132466 -0.10131416798039289 0.062221952062831321 -0.028593319548201497 0.01500623955106889 -0.00014615275066560471
leaf_weight=0.0072884302904875345 0.067676231576680013 0.053887939771811944 0.010062991264703669 0.015416127904007482 0.36352538547362101 0.031417937575378752 0.0095802568796530818 0.047360470703820157 0.13879224368969012 0.17914440508578566 0.19407552458489541 0.72011943122467392 0.079224447155866073 0.10473863066420108 0.10143369526485913 0.051576058484257281 0.07509730050743002 0.079408302903175354 0.11324976921800101 0.14573957665925263 0.1736608459323179 0.099809258518564259 0.33791562373517081 0.088217073967273629 0.056947221513837576 0.019010046693911986 0.0086398181717939337 0.11445759830705959 0.35961708350805643 11.233630401664341
leaf_count=88 49 8 8 23 19 9 21 45 37 22 27 16 8 26 7 39 19 5 36 10 14 18 22 19 4 17 23 23 17 2221
internal_value=-1.51718e-05 0.0133638 -0.0242449 0.0096537 -9.24931e-05 -0.00264833 -0.0205432 -0.0633257 -0.00139604 -0.000603933 -0.00273803 0.00059468 0.00827635 0.00114667 0.00720911 -0.00227682 -0.0189167 0.0284765 -0.00409867 -0.013731 -0.0250407 0.000415266 0.0096278 -0.00103581 0.0146478 -0.0632087 -0.023451 -0.000132017 4.11653e-05 0.000323867
internal_weight=15.0807 0.0866555 0.0327675 0.0227046 14.9941 2.48511 0.254801 0.0787784 0.176022 2.23031 2.05116 1.85709 0.704319 0.625095 0.520356 0.418922 0.271838 0.147085 1.15277 0.43265 0.286911 12.509 0.701441 0.19674 0.108523 0.0372301 0.0182201 11.8075 11.7077 11.5932
internal_count=2900 127 119 111 2773 453 152 54 98 301 279 252 176 168 142 135 81 54 76 60 50 2320 41 62 43 61 44 2279 2261 2238
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 1 2 2 2 1 0 0 2 2 2 2 2 0 2 2 1 1 0 0 1 1 1 0 2
split_gain=0.00174285 0.0110994 0.0135793 0.00860227 0.0378402 0.00857208 0.0189179 0.00729056 0.00640722 0.00771754 0.0234011 0.00565145 0.00473654 0.02804 0.0347244 0.0288909 0.0661021 0.0160137 0.0159524 0.0167831 0.0339395 0.0410007 0.0343657 0.0231222 0.0142268 0.0141439 0.0209413 0.0118342 0.030439 0.0105162
threshold=43.740100730350001 44.157169339850007 0.47778509625000004 44.758188263300006 0.47760546090000006 0.48414718120000005 0.38398550940000004 43.542456167850005 45.154229826150008 47.001379125850008 0.41640968835000008 0.47976108500000009 0.47727612945000003 42.773538294100007 42.508878681700004 43.022303514600004 43.061965423550006 43.19689381845 0.47512050540000011 38.938637541200009 38.115457128050004 0.34427112960000006 0.34193587020000005 0.47305469895000007 0.47694679800000012 0.32600820335000008 0.32144247180000002 0.34632196640000007 0.5089817670000002 35.131296350900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -4 -7 12 -5 10 -10 -6 13 14 18 -15 -17 -14 19 20 21 22 29 25 -20 26 -21 -19 -29 -1
right_child=1 3 5 8 11 6 -8 -9 9 -11 -12 -13 17 15 -16 16 -18 27 24 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.045143508678957195 0.049302663713365773 -0.1023879251916649 -0.0091030073779792258 0.026038423919719528 0.022038584067259517 0.045163881855097537 -0.012182071381748798 -0.020458997099146097 -0.10143296921569192 0.0017595928899792664 -0.00083588637946850879 -0.018970085023675851 -0.00015375645870407595 -0.10482128004770724 0.043119301139387445 0.06256873027892397 -0.10251429430090853 -0.0023811054387969472 -0.043983046188820089 -0.016431349637064344 -0.10261253700782445 -0.10393711691654782 0.098042046651071371 0.04880458796421077 -0.0066374484426962865 -0.029523957409194737 0.063438145880368099 0.086401506875537534 0.00497892127266014 -0.033851837634656032
leaf_weight=0.023379156096974191 0.096708561872908771 0.044109768686179329 0.17502307018730789 0.097186319818540201 0.076995989307761178 0.13192488343338482 0.10200693364458857 0.17993857700504179 0.029851927050273619 1.3835106970258189 0.102604968303595 0.059632108580194867 10.962287173618396 0.054216914518652556 0.15710248743761923 0.052450390016119286 0.045122023632969424 0.11363679845817465 0.17584744369938221 0.073841645262660904 0.039943660289066152 0.030282363923666761 0.043166753661353141 0.1353210483212024 0.24292132017217227 0.1089598454966314 0.059103321982547641 0.077923917378939223 0.1117688844673097 0.060363898759931089
leaf_count=49 29 28 10 33 3 12 37 44 73 374 37 46 1692 26 26 5 57 9 29 48 12 44 5 12 21 53 8 11 36 31
internal_value=-1.56439e-05 0.00251829 0.0156039 -0.0011703 -0.0218585 0.00763494 0.0201579 -0.000472744 0.0011476 -0.00044811 -0.0235075 0.00414012 -0.000186589 -0.00589706 -0.000566078 -0.0462943 -0.0137733 0.000473399 -0.00747663 0.0033453 -0.0203009 0.000615066 0.0255626 0.0157027 -0.0223194 -0.00281449 0.0190762 0.0231387 0.0384265 -0.0117981
internal_weight=15.0471 2.29956 0.505663 1.79389 0.180738 0.408955 0.233932 12.7476 1.61315 1.51597 0.132457 0.136628 12.5676 1.30202 1.15023 0.151789 0.0975724 11.2656 0.99313 0.574362 0.197136 0.157192 0.12691 0.377226 0.418769 0.241905 0.132945 0.30333 0.189693 0.0837431
internal_count=2900 682 88 594 77 59 49 2218 517 484 110 49 2174 426 338 88 62 1748 312 262 141 129 85 121 50 109 56 56 47 80
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 1 2 2 2 2 1 1 1 1 0 1 2 0 1 0 0 0 2 0 0 1 0 1
split_gain=0.0017657 0.0297992 0.00798649 0.0512396 0.111408 0.0221642 0.0664929 0.0202653 0.0196975 0.0286286 0.0302329 0.0187719 0.162356 0.0443087 0.0661043 0.0623705 0.0415401 0.037729 0.0285332 0.0989998 0.0675894 0.0442921 0.0973636 0.0121137 0.0391726 0.0349783 0.0282325 0.0215214 0.0183746 0.0158358
threshold=41.322103772800006 41.348489042950007 0.48661716715000009 0.48218616210000004 42.541806567400009 41.902916368500009 0.54475913895000005 0.44578006650000007 41.558544840500012 41.678468725050003 41.755948821900006 42.207998345450008 0.34988473400000003 0.34521421515000011 0.34548366815000003 0.34566330350000002 0.50041914915000019 0.42552618185000007 42.448133449100006 0.4901499955000001 0.34744468730000005 0.49128768600000011 0.49678153350000009 0.52511900840000014 42.622319549950006 0.53136133645000017 0.49967066855000003 0.38185982460000006 0.52290350590000012 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 -4 -8 -3 -10 -11 12 -7 -13 -15 -16 -14 -18 -17 -20 -21 -22 -23 24 -24 29 -26 -28 -29 -25
right_child=1 2 5 4 -6 11 7 -9 9 10 -12 13 16 14 15 18 17 -19 19 20 21 22 23 25 26 -27 27 28 -30 -31
leaf_value=0.0010726346948678914 -0.057201206064714939 0.024125408210828925 0.043355736146180268 -0.063032688129894654 0.014472792379868064 -0.10793579014341088 -0.075825773343158265 0.0097392264762140839 -0.038270276376479825 0.041443593259283394 -0.00076097302908753335 0.093490717379297927 0.10115591115960113 -0.11048826050637482 0.10116199722469313 0.030471420566085039 -0.061789055552613742 0.046728400138669197 -0.10640806418355708 0.094007664195683849 0.072548331228721272 -0.1012902808759292 0.091503880669965426 -0.10158144414241375 -0.049493849996539545 -0.00034818315011194486 0.032083815320922672 -0.10125968051953999 0.037384130931506304 0.0022235648702022383
leaf_weight=7.4657404617065284 0.093497198313458152 0.35520947035206596 0.37775878227864823 0.39881796976260364 0.34667280576672965 0.13278168719261918 0.071995739401153003 0.044968400742967818 0.19066428098301491 0.17988614796740909 3.0064716863503276 0.052996885007701056 0.06417660228908062 0.051950525492430066 0.063665267080068921 0.27483029683177318 0.053459752375047742 0.079958589942020097 0.089853881045705575 0.075212964846286368 0.073649305850267743 0.10171161423403741 0.0572806694544849 0.052350514640494325 0.080615795374202825 0.89351914292434531 0.20261709062283728 0.024825116136132419 0.0155446482893703 0.020431858542093298
leaf_count=1360 11 24 45 25 22 5 19 35 16 12 477 3 2 1 2 45 31 28 14 6 3 15 5 47 13 476 63 38 22 35
internal_value=-1.70425e-05 -0.0010978 -0.000392175 -0.00305538 -0.0269906 0.00364182 0.022956 -0.0429292 0.00172553 -0.000630582 0.00162169 -0.000240126 -0.0224197 0.00319836 0.000895631 0.00375158 0.0350462 0.00324625 0.000591402 -0.0042746 0.00146912 -0.00310224 -0.00694765 0.000175157 0.0152789 -0.00577824 0.0017864 0.0187997 -0.047874 -0.0724407
internal_weight=14.9931 7.52737 7.43388 4.47772 0.745491 2.95616 0.494723 0.116964 3.73223 3.37702 3.18636 2.46143 0.330377 2.13106 2.07806 2.02611 0.197595 0.133418 1.96244 1.68761 1.59776 1.52255 1.4489 1.34718 0.380883 0.966302 0.323603 0.242987 0.0403698 0.0727824
internal_count=2900 1540 1529 576 47 953 99 54 529 505 489 854 66 788 785 784 61 59 782 737 723 717 714 699 141 558 136 123 60 82
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 2 2 0 2 2 2 1 0 0 0 2 1 1 0 1 2 2 2 1 1 1 0 0
split_gain=0.00169798 0.0270131 0.0122424 0.0215239 0.0306033 0.00718498 0.0545134 0.0229843 0.0173166 0.0392612 0.0106254 0.0200587 0.0102464 0.0228351 0.0357396 0.0191711 0.00778661 0.0251041 0.0432572 0.00802787 0.0211837 0.0138371 0.010918 0.0491672 0.0420151 0.0389606 0.0374668 0.090568 0.0643762 0.0451879
threshold=0.5025747732000001 0.36501901140000009 0.49588335680000006 0.35319301815000009 38.441102963850007 39.468990633150007 39.134693790050008 39.788107623550012 40.532725462000009 0.48041974790000003 38.592454371550012 38.175120519550006 37.962710038050005 0.34427112960000006 0.46928235680000008 0.47796473160000008 0.48368312325000012 42.049402686800001 0.34692075085000007 0.34620220950000008 0.48119816770000007 0.36000419150000007 42.988308018450006 43.245737185650007 42.718072821900002 0.34491482290000003 0.34479506600000004 0.34506451900000007 0.47961138885000004 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 5 -4 -5 6 10 -7 9 -9 11 12 13 14 -1 -15 19 -18 -19 22 21 -21 24 -24 26 -26 28 -28 -10 -29
right_child=1 -3 3 4 -6 7 -8 8 16 -11 -12 -13 -14 15 -16 -17 17 18 -20 20 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=-0.0096310282715901998 -0.040727761980035554 -0.00017730154082348825 0.035121688046621184 0.017658820590029125 -0.035050882224537061 -0.026731217346818083 0.09513064797315221 -0.014593442114279712 0.001592979284250597 0.035511119641182295 -0.020132950866330275 0.049017550638248017 -0.037854554131634077 -0.10349552164176977 0.10045447271729935 0.0072771067312267668 0.0070106653532691189 -0.0028387475808292705 -0.051136670568087461 -0.024796782563502283 0.047984006213192307 0.024165077993437881 0.069889258428014966 0.001203742851762446 -0.010023180908163504 -0.10203129765409963 -0.049596899269219147 0.014706086303924872 0.079280850439423386 -0.016255482355864173
leaf_weight=0.078095886489194521 0.16914236141258054 5.7136424192938646 0.27825221803141142 0.33700810543632542 0.16363465852415371 0.33510327868344791 0.067178533920014161 0.25959301637117693 0.40039137400124669 0.39337730930796511 0.18119517155377451 0.094711709582381953 0.068757236113245579 0.028013068843838362 0.047384725650772452 0.035325621180016142 0.63386990512208274 0.53818576534831664 0.28292436249299235 0.12969007772536922 0.12508774899265518 0.10401297933207587 0.11144868658263751 1.6064969093400585 0.10534946548190083 0.081725304692151557 0.40862173388200096 1.1638738906645327 0.14539838384371251 0.79226369585376222
leaf_count=77 27 1763 22 35 34 26 10 40 95 24 25 13 9 43 7 14 36 28 34 27 11 38 41 188 16 27 37 118 7 28
internal_value=-2.21437e-05 -0.00134321 0.000841654 0.0128237 0.000430699 -0.000293984 0.0102357 -0.00112429 5.4039e-05 0.0155917 -0.00045461 0.00966671 -0.00480273 0.00723287 0.0319401 -0.0417148 -0.00147637 -0.00793944 -0.0194804 0.000340979 0.0147713 -0.00300559 -0.00073417 0.00565959 -0.00428016 -0.0502178 -0.00132753 -0.00677827 0.022289 0.00216621
internal_weight=14.8798 5.88278 8.99697 0.778895 0.500643 8.21808 0.600662 7.61741 7.28231 0.65297 0.533483 0.352288 0.257577 0.188819 0.125481 0.0633387 6.62934 1.45498 0.82111 5.17436 0.358791 0.233703 4.81557 1.71795 3.09762 0.187075 2.91055 2.36476 0.54579 1.95614
internal_count=2900 1790 1110 91 69 1019 198 821 795 64 188 163 150 141 84 57 731 98 62 633 76 65 557 229 328 43 285 183 102 146
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 0 0 0 2 2 1 2 2 2 1 0 2 1 1 2 1 0 1 0 2 2 2 2 1
split_gain=0.00142805 0.00902912 0.00996663 0.0121869 0.0151531 0.00710634 0.0127506 0.0238775 0.0116652 0.00538551 0.00657426 0.0218964 0.00516257 0.00475851 0.0210244 0.00883934 0.050156 0.0169146 0.022363 0.00687429 0.0852686 0.0204 0.00553818 0.00955254 0.0041104 0.0281354 0.0309984 0.0237397 0.0541968 0.0159802
threshold=43.740100730350001 44.157169339850007 0.48041974790000003 0.3465914194000001 0.52937037810000021 44.758188263300006 0.47943175355000006 0.47997065955000012 0.53484925600000011 45.154229826150008 47.001379125850008 0.41640968835000008 43.542456167850005 48.919835655300012 48.852845034800005 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.31123319660000009 48.461603274950008 0.31308942845000004 0.54191491270000014 0.48250052395000009 0.47727612945000003 42.773538294100007 42.508878681700004 43.022303514600004 43.061965423550006 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=12 2 -2 -4 -5 6 -3 -8 -9 -7 11 -11 24 14 19 -15 -17 -18 -19 -12 21 -21 -23 -24 25 26 29 -27 -29 -1
right_child=1 5 3 4 -6 9 7 8 -10 10 13 -13 -14 15 -16 16 17 18 -20 20 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00027492007702151959 0.029388469821048525 0.0072482483334215947 -0.025316980377562845 0.057566067549464132 -0.00555813311322051 0.023860196780677648 -0.10458920951027384 0.045222138075420672 -0.051901589688442433 -0.10133747244368613 0.015174596835270105 -0.00071691011586329343 -0.017425557898569172 0.003880281234499767 0.052347467059309427 -0.10253902933841981 0.041875910779954617 -0.10392987081787636 0.0020517253584801521 0.10122491623190109 -0.083861639375283181 -0.0059087988829231042 0.067269440171375011 -0.0056238592531081344 0.00041877040596685259 -0.1043063707651235 0.04172972626762618 0.053708522712989495 -0.1022573612093563 -0.031818117490480559
leaf_weight=0.7582257129247375 0.23112545359061876 0.086341722264059007 0.10596899734809995 0.061156248829774995 0.10055836475544311 0.097183654754548487 0.039583055302500725 0.026290465773452731 0.023349083220333355 0.027401903974165864 0.1793442810885606 0.10262322711577099 0.17635209009317598 0.57080478162606596 0.092381245485739782 0.055724034153513458 0.075974489071086282 0.024326410237257276 0.10966462206751044 0.034529872238636017 0.099285523986281987 0.065120390179117749 0.039703078519817581 0.032855496492743441 11.095280229512586 0.048748146248935142 0.15135061634048697 0.048716021688946398 0.041057202688143668 0.20377245742841599
leaf_count=223 36 30 5 21 26 33 2 28 17 73 6 37 44 13 11 9 9 7 215 1 17 34 22 30 1748 26 26 5 57 89
internal_value=-1.7571e-05 0.00228357 0.0141762 0.0010415 0.0183138 -0.00104445 -0.0201469 -0.0466575 -0.000462201 0.00104258 -0.000426213 -0.021922 -0.000436749 0.00159956 0.00888716 -0.00313301 -0.0182003 0.00418289 -0.0171895 -1.82778e-05 -0.0100544 0.0324985 0.0152619 0.0342624 -0.000194101 -0.00562596 -0.000337978 -0.0481274 -0.0176215 -0.00695647
internal_weight=14.8048 2.2813 0.498809 0.267684 0.161715 1.78249 0.175564 0.0892226 0.0496395 1.60692 1.50974 0.130025 12.5235 1.37971 0.54322 0.836494 0.26569 0.209966 0.133991 0.450839 0.271494 0.172209 0.137679 0.0725586 12.3472 1.25187 1.11335 0.138521 0.0897732 0.961998
internal_count=2900 682 88 52 47 594 77 47 45 517 484 110 2218 374 121 253 240 231 222 110 104 87 86 52 2174 426 338 88 62 312
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 2 2 0 0 1 0 1 2 0 2 2 0 0 0 2 2 0 0 2 1 0 2 0 2
split_gain=0.00155978 0.0223041 0.0115377 0.0119429 0.0152486 0.0959322 0.0918183 0.0580765 0.0258156 0.0288879 0.0363641 0.0326107 0.0196978 0.0135245 0.0500205 0.0222209 0.0194411 0.0133615 0.00952056 0.0210391 0.0280626 0.017108 0.0166192 0.0235938 0.0307106 0.0185838 0.0375644 0.0368759 0.031746 0.0286061
threshold=0.5025747732000001 0.36501901140000009 0.49967066855000003 0.36501901140000009 0.34744468730000005 42.564639561200003 43.368902217050007 42.131954243650007 0.49678153350000009 0.4942366995000001 0.35585760905000008 0.48543456785000005 0.34692075085000007 39.468990633150007 0.47778509625000004 40.12915366295001 40.532725462000009 0.48077901860000011 0.48661716715000009 0.48271009850000007 41.395309858300003 40.922041107600009 0.47997065955000012 0.48101853240000009 41.726652433350004 0.34482500525000009 0.47943175355000006 41.348489042950007 0.47694679800000012 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 4 12 7 -7 8 9 10 -6 17 13 14 -1 -15 -17 -12 19 21 -21 -18 25 -24 -25 27 28 -23 29 -27
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 15 -16 16 18 -19 -20 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0029868588024385707 -0.037310533537544321 -0.00023233486935703561 0.021662985024342565 -0.023759981918795425 0.052832510402546051 -0.10279878215131424 0.017909557830803429 0.083947144050253539 0.0567361522665632 -0.040261408107831693 -0.019345990632250318 0.036403560262712339 -0.032741526632518149 -0.023758618541842861 0.070392462101027856 0.019547259837206121 -0.022627500463262701 -0.10151819278173729 0.012368971806987868 0.0054994589160011183 -0.030025796084157431 0.055777936634839001 0.030133256802887611 -0.017000072166695739 0.020003757288668614 -0.10312029924304991 -0.053634544346408644 0.00034463585668477724 0.0026748484600439444 -0.011951587735578249
leaf_weight=0.35313956373846789 0.16698210934464608 5.7081659785930627 0.25773077676140665 0.20328361340921297 0.15863128898229906 0.1212398786227733 0.13122111152188154 0.16393125547710952 0.11955449495144421 0.10873102760524489 0.040410695210634895 0.064000967046013102 0.18757796629597567 0.4057461038660789 0.12605748180067167 0.48847441342243758 0.30024191252335519 0.038775652162889251 0.4748153890686807 0.36621881079372531 0.56604724883072777 0.13043739186070968 0.44360205949851639 0.438126063963864 0.4595122738745161 0.056761292312571904 0.18054045525877893 1.5005066565317553 0.90659818287667804 0.087426513418837531
leaf_count=124 27 1763 36 62 23 22 19 10 18 8 38 8 11 41 20 32 27 7 22 16 34 15 27 20 28 26 21 244 109 42
internal_value=-2.21529e-05 -0.00128616 0.000814198 0.000190953 0.000769315 0.0127272 -0.0400585 0.0319285 0.015842 0.00393343 0.0198548 -0.0166799 -0.00074546 7.84758e-05 0.0163163 -0.00106496 0.000373929 -0.0595837 -0.00121057 -0.00239669 -0.0160705 0.000433768 0.00208095 0.0112664 0.00194265 -0.00222329 -0.0114968 0.004778 -0.00425692 -0.0478413
internal_weight=14.7545 5.87515 8.87934 8.62161 8.41833 0.946496 0.252461 0.694035 0.530104 0.41055 0.301819 0.143187 7.47183 7.28425 0.479197 6.80505 6.39931 0.0791863 5.91083 5.43602 0.932266 4.50375 4.20351 1.34124 0.897638 2.86227 1.23133 1.63094 1.05079 0.144188
internal_count=2900 1790 1110 1074 1012 153 41 112 102 84 76 53 859 848 144 704 663 45 631 609 50 559 532 75 48 457 198 259 177 68
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 0 0 2 0 0 2 2 0 2 1 1 1 0 2 2 0 1 1 0 0 1 0 0 0
split_gain=0.00157182 0.0103829 0.0050404 0.0384223 0.00685889 0.00537172 0.0438906 0.091559 0.0547178 0.0297352 0.00591617 0.0215205 0.00574411 0.00583697 0.0250816 0.0216424 0.01796 0.0163039 0.0158583 0.0145584 0.0128919 0.00881056 0.00627044 0.00728927 0.00559122 0.0054647 0.0291396 0.09017 0.0622552 0.0308039
threshold=43.45354240915001 43.57842012870001 43.245737185650007 0.34581299960000006 43.124157941850008 42.773538294100007 0.48368312325000012 0.47997065955000012 43.022303514600004 0.50356276755000018 0.51818807820000012 43.061965423550006 42.686561923500008 0.56501302355000016 42.508878681700004 0.43887907550000005 0.44489685935000006 0.45393850480000009 0.58388970390000006 42.599563320500003 41.792045663550006 0.62143349005000015 0.46419268885000003 0.46613873835000008 0.58736265385000019 0.47778509625000004 0.34500464060000008 0.47760546090000006 0.47760546090000006 0.47694679800000012
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -7 -8 -11 -12 13 19 15 -15 -17 -18 22 25 21 -20 -19 -24 -22 26 27 -1 29 -28
right_child=1 -3 3 -5 -6 6 9 -9 -10 10 11 -13 -14 14 -16 16 17 18 20 -21 24 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0036666091645076414 0.042624018712277625 0.0012364748979845773 -0.075550616057108028 0.012999453979775928 0.02063320657086096 -0.10314837353094507 -0.079436042374042337 0.069680816546648344 0.028725104035587347 0.037205553827137763 -0.087527868020903052 0.050098867384364656 0.017478087148464719 0.042299998667816037 0.065846443757486925 -0.066850571014407875 0.031317634195635685 -0.10149329512987484 -0.10079055667273296 -0.025243469137946135 0.10046073709034523 0.014721844288069949 0.069018478701066352 -0.10018228011722559 0.01037724622264586 -0.0011587362061159668 -0.041904885467946032 -0.10859333244557218 0.081822725526630391 0.019141399799707411
leaf_weight=0.84435938086777929 0.062175458714621157 2.4146809290173721 0.072023239344557122 0.15329681093282232 0.15584228751531171 0.073343194636724979 0.11623700108611956 0.14334686938673258 0.055102962547271789 0.028651674496359192 0.023436132504126905 0.022053062570794424 0.18386040130146497 0.086846630687238857 0.070112920272796586 0.053819012968850721 0.083230412569134563 0.02912426721318695 0.013506130742399508 0.23780665570179138 0.013186239637434483 0.012919210399626617 0.005420488290837965 0.0048014889090803531 0.014429531112144289 9.02517151467754 0.10757159330748534 0.078174983849748969 0.13649771083146334 0.35690767676715041
leaf_count=227 33 715 19 36 44 31 19 11 19 7 35 10 33 34 18 24 34 28 112 35 1 173 5 47 39 990 87 5 7 22
internal_value=-2.13624e-05 0.00227541 -0.000487614 -0.0153055 -0.000208821 -0.000483617 -0.0110517 0.0147396 -0.0465751 -0.0478726 0.00161207 -0.0208067 -5.35813e-05 -0.000342056 0.0117181 -0.000243081 -0.0162766 -0.000865746 -0.0295488 -0.000775197 0.00561318 -0.0443172 -0.077843 -0.0104589 0.0533912 -0.000223591 0.00531614 -0.00584623 0.022451 0.00500332
internal_weight=14.6779 2.47686 12.2011 0.22532 11.9758 11.8199 0.462171 0.271793 0.128446 0.190378 0.0741409 0.0454892 11.3577 11.1739 0.387396 0.317283 0.230437 0.176618 0.0933874 10.7865 0.0540411 0.0264253 0.0393462 0.010222 0.0276158 10.5487 1.52351 0.922534 0.600977 0.464479
internal_count=2900 748 2152 55 2097 2053 132 61 50 71 52 45 1921 1888 515 497 463 439 405 1373 325 285 80 52 40 1338 348 232 116 109
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 2 2 2 1 0 1 2 0 0 2 0 2 2 0 1 2 2 1 1 0 0 2 0 1
split_gain=0.0013605 0.0191228 0.0107475 0.0538061 0.0945391 0.0845492 0.023956 0.0753144 0.020222 0.0152194 0.0126735 0.0126701 0.0168186 0.0113551 0.0116199 0.00836294 0.0373133 0.0198022 0.0229513 0.0523143 0.0237235 0.0725737 0.0376812 0.0673705 0.0377146 0.036078 0.0326598 0.0589924 0.0308676 0.050488
threshold=0.5025747732000001 0.36501901140000009 0.34744468730000005 42.564639561200003 43.32600771660001 0.35585760905000008 38.592454371550012 40.660558922250004 36.372781240150012 0.34692075085000007 0.49967066855000003 0.36195024100000012 47.001379125850008 0.48607826115000008 0.48368312325000012 39.468990633150007 0.47778509625000004 40.166811829450005 40.79983011445001 0.47976108500000009 0.34479506600000004 41.590548329450009 42.686561923500008 0.34506451900000007 0.34506451900000007 0.47961138885000004 0.47715637260000004 42.718072821900002 0.48119816770000007 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=2 -2 9 5 -5 -4 8 -8 10 13 -7 -6 -13 14 15 16 -1 -17 19 -19 21 -20 23 -22 -24 26 27 -26 29 -25
right_child=1 -3 3 4 11 6 7 -9 -10 -11 -12 12 -14 -15 -16 17 -18 18 20 -21 22 -23 24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0030539906311863128 -0.034792178888208167 -0.00023177738982759741 0.054615139333918872 -0.10238792085422393 0.032319463590376692 0.0074845235579050831 -0.10173047060026655 0.014561608269466068 0.028685492339087505 -0.028903251865298803 -0.05296323724287734 -0.067023088813132473 0.027346599456688148 0.011641645539166384 -0.015697299574394134 -0.021656326425643219 0.063615795065963182 -0.0090140009982415704 0.054186646070732904 0.051197205761646152 -0.05777360578808282 -0.0017211366083528133 0.055920554213790302 -0.013823249067710942 0.10081276888610487 0.02214940771026009 -0.056702735519102924 -0.047539577573392271 -0.023513526553777111 0.031455806987198076
leaf_weight=0.35313804186029241 0.16473334729141598 5.6933312741825901 0.41843374989634352 0.10956228723152869 0.12651939082570607 0.080782791507712393 0.088132578349796376 0.1512864634281641 0.25433895720037558 0.18703119896781562 0.060781356296502054 0.037450823202756528 0.038096216485428158 0.74949706446204789 0.51989636753933144 0.435491957354884 0.11012590059544891 0.30690425111002628 0.27792054467835181 0.27235596900573 0.30748079366594616 1.4109321857929715 0.15265519083550316 0.62732798449124494 0.046036001294851275 0.33359457869664766 0.15575815706186091 0.064163962463198138 0.67778680910123501 0.40540196390840322
leaf_count=124 27 1763 42 26 15 34 24 28 27 11 10 39 6 38 28 43 18 31 27 12 33 233 21 75 2 23 28 45 30 37
internal_value=-2.39529e-05 -0.00120364 0.00076504 0.00891633 -0.0275876 0.0197117 -0.00327631 -0.0282467 0.0118243 -0.000740288 -0.0184691 0.0129698 -0.0194351 -9.36818e-06 -0.00136177 -0.000106437 0.0127946 -0.00119829 0.000570025 0.019296 -0.0018626 0.00747915 -0.00755779 -0.0146784 0.011545 0.000246347 -0.0272269 0.0144346 -0.0069316 0.00395121
internal_weight=14.6169 5.85806 8.75888 1.36538 0.311629 1.05376 0.635322 0.239419 0.395903 7.3935 0.141564 0.202066 0.075547 7.20647 6.45697 5.93707 0.463264 5.47381 5.03832 0.57926 4.45906 1.68885 2.77021 2.018 0.752208 0.599553 0.265958 0.1102 1.71052 1.03273
internal_count=2900 1790 1110 251 86 165 123 52 71 859 44 60 45 848 810 782 142 640 597 43 554 260 294 175 119 98 75 47 142 112
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 2 0 0 1 0 0 0 0 2 2 2 2 0 0 0 0 2 0 2 1 1 2 2 0 0
split_gain=0.00149993 0.0378378 0.0569448 0.0195374 0.0104394 0.0246966 0.0191616 0.0127692 0.00986977 0.00678363 0.0293112 0.024111 0.015987 0.00612686 0.0352334 0.0171524 0.020068 0.0156709 0.0288724 0.0179651 0.0110312 0.0114883 0.0294764 0.0332341 0.0122416 0.0111398 0.00882857 0.0056199 0.00558381 0.0393795
threshold=0.34494476210000008 0.48368312325000012 0.48181192180000004 0.34503457980000002 0.47760546090000006 41.169697216150006 0.47739588635000008 0.47648274005000008 0.34506451900000007 0.47670728420000003 0.47706655490000011 0.4755546241000001 0.4622167001000001 38.318569170500005 38.052786106700005 37.511241581900002 37.186372654950006 0.47512050540000011 0.47440196400000006 0.4588185982500001 0.42646926740000007 48.680511450650009 0.39614083410000006 48.461603274950008 0.31148768000000004 0.31123319660000009 35.131296350900008 33.96174662340001 0.47760546090000006 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 7 13 -5 11 -11 12 -10 14 15 16 26 18 19 20 21 22 23 25 -24 -15 27 -1 -12 -30
right_child=3 -3 -4 8 5 -7 -8 -9 9 10 28 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.011238476593315153 0.026104098483438962 -0.033495839232088293 0.06947392054634309 -0.027425173934492765 0.0068898912608975765 -0.03862287601967785 0.03700217281871461 -0.030706666724309235 -0.06435706406500806 0.076950429800971776 -0.011466959919533906 -0.10231113780661741 0.013830825299695662 -0.0053460888561818205 0.086747261728939415 -0.048253640357722678 0.087394186042121166 -0.035545607512503595 0.041936464064980042 -0.033081175225650537 0.023356536687549279 0.0019120556894722729 -0.10392445431778451 -0.10266672722032091 -0.028603817603075146 0.10110715089533236 -0.038352335108507461 0.086504802328481969 0.052427332716781953 -0.0001547302942596334
leaf_weight=0.011680377735146741 0.29051660036429794 0.33894341137158779 0.11936614755541075 0.13124172018477764 0.25364201043885271 0.22497750692043961 0.14448148570954789 0.13251248046894604 0.033397380298280266 0.049896604446582837 0.39988071651487089 0.029156055947331894 0.1205238242308192 0.014334537531849767 0.05446463900307208 0.060654566403172794 0.030061754005146213 0.11923535264099872 0.16246732025319932 0.16995470281258906 0.19602124855600778 0.83632691684240967 0.042820027987588105 0.015298092737793922 0.043496809710106277 0.031282790005207062 0.0425330939469859 0.011850471993966494 0.14443133398890395 10.26843487018524
leaf_count=43 20 13 10 15 26 20 5 21 69 14 37 33 37 101 6 12 5 14 11 33 41 28 20 1 25 1 23 10 9 2197
internal_value=-2.26678e-05 -0.00199111 0.00193841 0.000501976 -0.00116442 -0.0145036 0.00184783 -0.000723893 -0.000163485 0.000160429 0.000482153 -0.0189286 -0.00313416 0.00143249 0.0174569 -0.00661417 0.01966 -0.000642675 0.00210974 -0.0026849 0.00169461 -0.00262256 -0.0283807 0.0248816 -0.0659689 0.0676559 -0.0111618 0.0379864 0.000129282 0.000574608
internal_weight=14.5239 3.05641 2.71746 11.4675 2.5981 0.47862 2.11948 1.975 11.177 11.0457 10.8626 0.183077 0.153921 1.84248 0.211245 0.15678 0.0961257 1.63124 1.512 1.34954 1.17958 0.983559 0.147232 0.0609154 0.0863168 0.0456173 0.0660639 0.0235308 10.8127 10.4129
internal_count=2900 469 456 2431 446 46 400 395 2411 2396 2257 139 106 374 99 93 81 275 261 250 217 176 148 103 45 102 76 53 2243 2206
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 2 0 1 1 2 2 2 0 0 2 1 0 2 0 0 0 2 1 0 0 2 0 0 1
split_gain=0.00169301 0.00863445 0.00946673 0.00942891 0.0141099 0.00492572 0.0230398 0.010497 0.0220241 0.0350231 0.0173434 0.0271184 0.0103782 0.00646562 0.0054819 0.00710287 0.0236495 0.0194524 0.00487207 0.0110888 0.0202788 0.00922492 0.00427597 0.0297407 0.017742 0.0106954 0.0114559 0.0278773 0.0431703 0.0191336
threshold=43.740100730350001 44.157169339850007 0.34527409360000011 0.48041974790000003 0.50356276755000018 0.43780126340000008 41.558544840500012 0.46768060835000008 0.32272985840000007 0.33672644530000007 42.131954243650007 37.797539186950011 43.542456167850005 0.47305469895000007 0.42646926740000007 35.818873074050011 0.31308942845000004 0.42314601355000009 44.758188263300006 0.47943175355000006 0.47997065955000012 0.53484925600000011 43.19689381845 0.34581299960000006 0.5089817670000002 0.47512050540000011 42.898324343550009 0.51401155655000019 0.51818807820000012 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=5 2 -2 -4 -5 6 14 8 -7 -10 11 -11 13 -9 15 17 -17 -1 19 -3 -21 -22 25 -24 -25 -15 -27 29 -29 -28
right_child=1 18 3 4 -6 7 -8 12 9 10 -12 -13 -14 22 -16 16 -18 -19 -20 20 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-0.064551885191773059 0.033890470445629199 0.008264493862899432 0.026216799304226265 -0.04437784197772706 0.010688011171837319 0.10057800267202428 -0.10058893894910587 -0.02175128958292237 -0.087397627756725965 0.081580206112459308 0.094070811447738115 -0.10052891171715822 -0.026670061390600783 0.020016777565410145 0.031045912552008406 0.034156905422679629 -0.10239678210566508 0.10043105128475645 0.00092787152881713096 -0.10369635624593398 0.039864449428210227 -0.048021050130094424 -0.037665617804792217 0.059110255215646793 0.002689283447677061 -0.00017461144628195494 -0.011166960145949048 0.10091718103186108 -0.036015126467491103 -0.065803100467643913
leaf_weight=0.01315527576154793 0.16340545859242217 0.084316770436252436 0.12342649825559704 0.072058143428876065 0.13136170025518368 0.031671482778619961 0.027834298610366265 0.13796833606220182 0.028994016257840372 0.016656675712919747 0.034132101143768523 0.016062565575212018 0.15034317872887548 0.25353333167620817 0.039289645331334722 0.024310274837070267 0.02651673412348321 0.01564622123260051 1.5674887673682742 0.033126087859272957 0.025114447020328251 0.022773595060826324 0.087900550469382277 0.11193846432797727 0.1110025407263322 10.770856264042903 0.14533693283989302 0.043650099076330662 0.0487229091738558 0.11466813666047559
leaf_count=48 26 30 12 10 40 4 98 22 30 28 7 13 33 29 16 25 18 2 517 2 28 17 17 14 36 1683 27 2 41 25
internal_value=-1.81637e-05 0.00252071 0.0142375 0.00441204 -0.00881816 -0.000478899 -0.0186895 -0.000258098 0.0282816 0.00439175 0.0442016 -0.007821 -0.000561982 -0.00023006 0.000480053 -0.0146015 -0.0370839 0.025074 -0.000794214 -0.0171212 -0.0435417 -0.0019303 2.39911e-05 0.0115956 0.0310182 -0.000292175 -0.000755079 -0.0184978 0.0286911 -0.0352627
internal_weight=14.4733 2.22307 0.490252 0.326846 0.20342 12.2502 0.146752 12.1034 0.127517 0.0958454 0.0668513 0.0327192 11.9759 11.8256 0.118918 0.0796285 0.050827 0.0288015 1.73282 0.165331 0.0810141 0.047888 11.6876 0.310842 0.222941 11.3768 11.1232 0.352378 0.092373 0.260005
internal_count=2900 682 88 62 50 2218 207 2011 82 78 48 41 1929 1896 109 93 43 50 594 77 47 45 1874 67 50 1807 1778 95 43 52
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 2 2 2 2 2 0 2 2 2 2 0 2 2 1 2 0 2 0 2 0 0 2 2 0
split_gain=0.00157326 0.0148434 0.0309327 0.0139271 0.010795 0.0329263 0.0129601 0.0145708 0.0126305 0.0089297 0.0141833 0.0166487 0.0137284 0.0103547 0.00794591 0.0071404 0.00685984 0.00630943 0.0054189 0.0192112 0.00836183 0.00457312 0.0228782 0.0199573 0.0219229 0.0189396 0.0145399 0.00947019 0.010595 0.00865984
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 42.233786329550007 42.564639561200003 0.34744468730000005 42.654057868200006 42.674081447500008 42.686561923500008 42.718072821900002 42.852084787850011 0.48368312325000012 42.898324343550009 43.022303514600004 43.082598263550004 43.19689381845 0.50356276755000018 43.279086095950007 43.45354240915001 0.34692075085000007 43.57842012870001 0.56369569775000017 40.922041107600009 0.56704889075000009 40.742467179200005 0.55671985870000007 0.56915960600000015 40.621691032550004 39.420767558750008 0.56055207925000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 21 5 -2 -6 -8 -9 -10 11 -11 -12 -14 -15 16 -16 -17 19 -19 -20 25 23 -23 26 -1 -25 28 -28 -27
right_child=4 2 -4 -5 6 -7 7 8 9 10 12 -13 13 14 15 17 -18 18 20 -21 -22 22 -24 24 -26 29 27 -29 -30 -31
leaf_value=-0.00063859233412051327 -0.013813082913696565 -0.053367740492029275 -5.6675999915111304e-05 0.033093571432783679 -0.029079688719053778 0.049722408989882116 0.036941936424488113 -0.043801530445793796 0.039909501358034782 -0.057572157346132913 0.037846921130663728 0.004687682953817239 -0.032157403925595747 0.025178832195107855 -0.041492318026497166 0.030917043995120665 0.002005229681509632 -0.050000441174354995 0.039033536542295508 0.013812759586194198 0.0012363180137898262 -0.041012803043667577 -0.057581154480410457 0.063059153849883851 0.09680389923892202 0.048458005648159455 -0.06182452616033221 -0.10158668605367804 0.017985427676372512 0.012037029907108358
leaf_weight=9.1633010731088973 0.157533381253259 0.16225191527725513 0.33061671191877018 0.12687303577571185 0.14599106447526145 0.16914389105295413 0.11123852274011303 0.064104743949819798 0.057985112604683642 0.089327149021326213 0.10248429604506659 0.082726140923506719 0.093328933723968333 0.13714732509249339 0.077110178917964567 0.071934847458053119 0.068432671109018628 0.086915973503277288 0.060005422446261281 0.10318550273871807 2.3810815277439623 0.068869352944131351 0.081812427593027343 0.032050933518121383 0.032416770894172942 0.10544705512809185 0.022710939500034832 0.011101649081552978 0.062159867465746199 0.1714014004827
leaf_count=1133 20 33 44 22 33 24 11 11 11 26 22 18 44 22 34 22 21 16 33 28 715 31 88 21 18 31 272 8 53 35
internal_value=-1.66627e-05 -0.000669932 -0.0176066 0.000175122 0.00165221 0.0190837 0.000126762 0.00131546 0.000175273 0.00100159 0.000328874 -0.0276366 0.00184117 0.000642772 0.00166802 0.000536108 -0.0210402 0.00169783 0.000899 -0.0153632 0.00216543 -0.000253177 -0.0121821 0.00401531 0.0233437 0.000139966 0.00474291 -0.0147324 -0.00337126 0.0259092
internal_weight=14.4307 10.371 0.492869 9.87814 4.05968 0.326677 3.733 3.58701 3.47577 3.41167 3.35368 0.172053 3.18163 3.07914 2.98581 2.84867 0.145543 2.70312 2.63119 0.190101 2.44109 9.75127 0.311122 0.22931 0.16044 9.44015 0.128023 0.0959725 0.0848708 0.276848
internal_count=2900 1789 77 1712 1111 44 1067 1034 1023 1012 1001 44 957 935 891 869 55 814 792 44 748 1690 491 403 372 1199 354 333 325 66
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 0 2 0 2 2 2 0 1 0 2 2 1 0 0 1 1 2 0 2 2 0 1 2
split_gain=0.00144993 0.0306871 0.0489533 0.0159273 0.00917837 0.057939 0.0403477 0.0663135 0.0554928 0.019271 0.0196488 0.0143042 0.0135889 0.0215853 0.0264029 0.00849141 0.0188213 0.0189322 0.0245269 0.0119227 0.0236036 0.0205205 0.0194514 0.0158645 0.0096779 0.00807054 0.00720714 0.0159065 0.00592539 0.0241396
threshold=0.34494476210000008 0.48368312325000012 0.48181192180000004 0.34503457980000002 40.922041107600009 40.496232821400007 41.289992964000007 0.47760546090000006 41.726652433350004 0.47851860725000006 39.56957118270001 39.039757512550004 38.175120519550006 0.47440196400000006 0.34193587020000005 0.47694679800000012 43.968221017800005 42.718072821900002 0.34506451900000007 0.47778509625000004 0.47868327295000007 0.34515433670000012 0.34518427590000006 40.621691032550004 0.47739588635000008 35.818873074050011 42.131954243650007 0.47305469895000007 0.34193587020000005 48.680511450650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 8 -8 10 11 12 13 14 25 16 17 18 -5 24 23 -22 -23 -21 -17 -1 27 -20 29 -10
right_child=3 -3 -4 15 6 -7 7 -9 28 -11 -12 -13 -14 -15 -16 19 -18 -19 26 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013440901506963516 0.023796048416740306 -0.030343443176010051 0.065702735832211437 -0.10378612531235881 0.055647763001630129 -0.084172489394534256 0.080202362854749715 -0.05848865783528559 -0.044647625996023454 -0.040026930753327035 0.047175120924302753 -0.039072518777990652 0.033944421825810207 -0.046968380624604025 0.095900985282331028 0.00024005507823443106 0.025299869287415552 -0.1018577330992865 -0.10045828752109383 -9.4860986771745258e-05 -0.040448135893529816 0.042837759963258878 4.5527065690311981e-05 -0.075473569317345085 0.025665320501647243 -0.054072752676664018 0.032142161458686237 0.023704810125419605 0.01058775871344057 0.0019820940881749012
leaf_weight=0.047601950139881291 0.28610547383593044 0.33822073408543918 0.11414774920558546 0.026576804709060015 0.13229992856042816 0.093722494752821461 0.092513469249127067 0.18345139432670543 0.12635027844558322 0.098517654841998592 0.1034400944294589 0.081616444396786392 0.12242311367441516 0.083341506717260927 0.032643303123934639 0.2773662311734445 0.06562552846799008 0.03624082253894409 0.016770142121531939 0.046556424844310551 0.12387442584076325 0.10737105150474135 9.9411650543613792 0.069754054887056327 0.32528302550781518 0.028192329141006667 0.047858452616935665 0.026817352632178881 0.40436015355157917 0.91505867325453982
leaf_count=55 20 13 10 4 15 14 17 18 157 13 15 8 14 7 12 36 15 47 57 11 15 8 2137 36 18 25 15 12 41 35
internal_value=-1.49752e-05 -0.00197183 0.00163608 0.000499744 -0.00123683 -0.0110692 0.00243034 -0.00165895 0.00511841 0.000392366 0.00836822 -0.00177327 0.0079155 -0.00870019 0.0207115 -0.000100116 -0.0195559 -0.038638 -0.0192254 0.000292682 -0.000508068 4.09321e-06 0.000502772 -0.0453012 0.0139635 -0.0116714 0.00535042 -0.0240665 0.000313854 -0.00367532
internal_weight=14.3953 2.9979 2.65968 11.3974 2.54553 0.691499 1.85403 1.72173 1.53828 0.597776 0.499259 0.395819 0.314202 0.191779 0.108438 11.1113 0.219889 0.154264 0.118023 10.8914 10.2887 10.1724 10.0485 0.11631 0.602649 0.0757943 0.0914459 0.0435875 1.44577 1.04141
internal_count=2900 469 456 2431 446 163 283 268 250 149 136 121 113 99 92 2411 150 135 88 2261 2207 2160 2145 47 54 80 84 69 233 192
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 0 1 1 2 0 2 2 0 0 0 1 1 0 1
split_gain=0.00150014 0.0123731 0.026565 0.0107858 0.00853177 0.0277961 0.0107021 0.0118336 0.0116169 0.0241418 0.0177644 0.0102722 0.00903078 0.0344699 0.00650446 0.00592182 0.00567393 0.00492315 0.045092 0.0138105 0.0250798 0.0376382 0.0131336 0.0072286 0.0164905 0.0586466 0.0212016 0.0563958 0.0258642 0.00997045
threshold=42.487106141350004 42.297164883650005 0.34632196640000007 42.233786329550007 42.564639561200003 0.34744468730000005 42.654057868200006 42.674081447500008 42.737166331000005 42.773538294100007 42.871500973550006 42.898324343550009 43.022303514600004 0.34542378970000004 43.082598263550004 43.19689381845 0.50356276755000018 0.34479506600000004 0.34488488370000009 48.680511450650009 0.39614083410000006 44.015822920550008 43.245737185650007 0.47727612945000003 0.48041974790000003 0.48119816770000007 0.34566330350000002 0.3465914194000001 0.49678153350000009 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -10 -11 -12 13 -13 -14 16 -16 19 -19 20 -17 -22 -20 -24 -25 -26 -27 -28 -29 -30
right_child=4 2 -4 -5 6 -7 7 8 9 10 11 12 14 -15 15 17 -18 18 22 -21 21 -23 23 24 25 26 27 28 29 -31
leaf_value=-0.00025850534216666519 -0.012866718190364286 -0.050037648611741981 -0.00011177743088088971 0.029382192993780899 -0.026369120041135088 0.045861187004944633 0.033659385441670624 -0.026434331742654762 0.055732226095877392 -0.042443802644016239 0.042304395461508902 -0.10299442962009925 0.022956194245387699 0.020603057197938871 -0.037901628469794321 0.028563806911528496 0.0018002424853296563 0.10088986746512946 0.058651334007313718 0.0017852945367360642 0.00034154230137279913 -0.10319758814063487 -0.024438326509929987 0.022230635195998959 -0.10314164883045418 0.048755012591662109 -0.10349914849382108 0.068701482768360758 -0.035500431565766537 0.0027003140550815705
leaf_weight=9.6879117765318146 0.15732045920502713 0.15723229468889677 0.33079949575717116 0.12434128390967103 0.14499079849533769 0.16524457904301926 0.10984086775524593 0.15502544785520589 0.080309607017856499 0.094703846897407629 0.060551928890874129 0.038160136339545236 0.1369867357222313 0.055210325652449266 0.075948601870113985 0.057022394184216174 0.068429528134586803 0.047844456508755573 0.040281844152076363 0.9143701588593266 0.072113729957891337 0.068419974497945901 0.10557617070692438 0.3297561484214383 0.055819211993366369 0.089037919417023326 0.051999229879584163 0.057218960617573256 0.07539614435063402 0.72836535958085835
leaf_count=1690 20 33 44 22 33 24 11 33 11 33 11 12 22 32 34 53 21 2 9 37 15 36 49 24 4 5 5 22 11 542
internal_value=-1.5534e-05 -0.000655853 -0.0161967 0.000117103 0.00161865 0.0172186 0.000263548 0.00134569 0.000319428 0.00157491 0.000225526 0.00151718 0.000712167 -0.0299107 0.0016734 0.000645962 -0.0190845 0.00170367 0.0052889 -0.00339496 -0.0273713 -0.0500673 0.0023061 0.000786056 0.00270527 -0.00338131 0.00217603 -0.00236657 0.00374137 -0.000883073
internal_weight=14.3362 10.3003 0.488032 9.81225 4.03594 0.322565 3.71338 3.56839 3.45855 3.30352 3.22321 3.12851 3.06796 0.0933705 2.97459 2.8376 0.144378 2.69322 1.5813 1.11193 0.197556 0.140534 1.53345 1.49317 1.38759 1.05784 1.00202 0.91298 0.86098 0.803762
internal_count=2900 1789 77 1712 1111 44 1067 1034 1023 990 979 946 935 44 891 869 55 814 673 141 104 51 671 662 613 589 585 580 575 553
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 0 1 0 2 1 2 1 1 1 2 1 1 1 1 0 1 1 0 2 1 2 2 0 1
split_gain=0.00182765 0.0316527 0.0272498 0.0259627 0.0338319 0.0460803 0.0141698 0.0143582 0.0447746 0.020787 0.0129096 0.0819493 0.0159036 0.0138819 0.0144153 0.080823 0.0271001 0.0210928 0.011207 0.0110329 0.0117582 0.0115457 0.0230582 0.0369022 0.0361468 0.0078242 0.0068892 0.0238192 0.01018 0.00884936
threshold=0.34587287805000005 0.48607826115000008 0.48320409570000006 0.34569324270000007 0.34545372890000009 0.48119816770000007 0.48119816770000007 0.34527409360000011 0.48015029490000011 41.43512228960001 0.34632196640000007 41.872669623500009 0.3465914194000001 0.34744468730000005 0.35585760905000008 42.049402686800001 0.35759408400000009 0.35877668335000007 0.34560342505000002 0.34515433670000012 0.47814436690000012 0.34500464060000008 0.34458549145000011 0.47612346935000005 42.541806567400009 0.36106703390000006 38.938637541200009 37.962710038050005 0.47305469895000007 0.32600820335000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 7 8 19 -9 11 -2 -12 -14 15 -15 -16 -18 -6 20 21 22 23 26 -24 -19 27 -1 29 -28
right_child=10 -3 -4 -5 5 -7 -8 9 -10 -11 12 -13 13 14 16 -17 17 25 -20 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0080029048150306106 -0.049638001466282326 0.026107192291928163 -0.022249806785111265 0.020964757460410231 -0.02467933804878325 -0.080095583067233689 0.022153365881059053 0.038916160183605088 -0.061244184120551687 -0.0051178484968891691 0.031076197013335961 0.019736126581329519 -0.021113421266363848 0.063516650765945246 -0.056820154740022347 -0.011760965289885869 0.04663191899295626 -0.030302053883602312 0.014228123636153523 0.019701933291804547 -0.017159344040343694 0.02245649519241083 -0.043996008370097289 0.055479704914595675 0.013933266073292455 -0.00049720166843228496 0.001700205671094672 -0.06457973548446963 0.024738043612620164 -0.027957622035736526
leaf_weight=0.12775506028367045 0.33300744125153681 0.47413548639667613 0.53565328188233241 0.60165923656465725 0.16339937494311207 0.12148470996180549 0.31131696188169389 0.21651626601657789 0.1241716444492339 0.21234370618696466 0.16325482274987724 0.34844062330162373 0.31226143764615688 0.22112058523643963 0.085712573193797215 0.4017911225065296 0.09468639899937592 0.089336919662753256 0.13536196281827451 0.26026963138050163 0.42439242798094801 0.22509669175799674 0.27635492494608005 0.12854877399086895 0.17651377500942544 6.2487286505640602 1.1152666302833185 0.069978215272186617 0.17608525892501337 0.11058390813190411
leaf_count=88 15 25 27 37 39 10 26 23 12 36 14 37 22 40 22 30 22 22 19 32 44 23 34 11 25 1904 192 12 12 45
internal_value=-1.7994e-05 0.00131368 -0.000818737 0.00148775 -0.0011905 -0.0281669 0.00167579 -7.3724e-05 -0.00236636 0.0171134 -0.000978738 -0.0141654 0.000201008 -0.000475242 0.000427176 0.014961 -0.000961693 -0.000217413 -0.00705125 -9.99347e-07 -0.00181267 0.00089411 -0.00133121 0.00393215 -0.021417 -0.00091731 -0.000210193 -0.0176842 0.0022544 -0.000975225
internal_weight=14.2852 5.98689 5.51275 4.9771 4.37544 0.420246 3.95519 3.64388 3.21502 0.42886 8.29834 0.681448 7.61689 7.45364 7.14138 0.622912 6.51846 6.43275 0.298761 3.09085 2.83058 2.40618 2.18109 1.72822 0.452869 6.33807 1.59967 0.197733 1.40194 1.22585
internal_count=2900 772 747 720 683 68 615 589 530 59 2128 52 2076 2062 2040 70 1970 1948 58 518 486 442 419 360 59 1926 349 100 249 237
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 0 0 1 1 0 2 2 2 2 0 0 0 2 0 1 0 2 2 0 0 2 0 2
split_gain=0.00231203 0.0165902 0.0138013 0.0064613 0.0373352 0.0215245 0.0225694 0.0317392 0.014653 0.0156287 0.0511878 0.0118717 0.0107925 0.021747 0.011219 0.0184539 0.00995402 0.0316203 0.0264907 0.0338581 0.021612 0.0402673 0.0312997 0.012885 0.0241663 0.009986 0.0185878 0.0114033 0.0410979 0.0273466
threshold=41.322103772800006 41.395309858300003 41.289992964000007 0.34548366815000003 0.34560342505000002 0.34536391125000004 0.48543456785000005 0.48181192180000004 0.47943175355000006 0.34500464060000008 0.34458549145000011 0.47739588635000008 39.530201452500002 38.938637541200009 37.511241581900002 37.186372654950006 0.48851830785000006 0.49678153350000009 0.48543456785000005 40.982542372850013 0.48181192180000004 0.35319301815000009 0.47976108500000009 41.21013581150001 41.134354310300004 0.5025747732000001 0.50041914915000019 40.712530798250008 0.54422023290000021 40.580626202750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 9 10 11 12 13 14 15 -1 18 -18 19 20 21 -6 -23 24 25 26 -19 29 -29 -27
right_child=1 -3 -4 4 16 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 23 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.012263823931947745 -0.02422938165093098 -0.00027903227244358236 0.028758639176418795 -0.063442945852234714 -0.10252250535404935 0.039774781388478855 0.029982288767651591 -0.049925177225427331 0.016038831898941883 0.022285645077688432 -0.056682026542083208 0.036192648746882848 -0.033639971293708541 0.049574571855391977 -0.025663597040304881 0.085494889496443044 -0.055133532167632664 -0.004486372845864884 0.054972955869146571 0.052922689854690411 0.0089148721076954505 0.078548296088511757 -0.060493410141878146 -0.032004943135934688 0.048399766106521962 -0.0021807428987675559 0.038771177968052767 -0.071063040186019 0.0056989978674035395 0.045195798572817504
leaf_weight=0.060846591503274761 0.30233981565652435 6.6645606248174341 0.17768444307557274 0.094862757716327795 0.064883503002798479 0.16742882103426371 0.25032924409606483 0.12875684164464463 0.48089040158083662 0.16181581800673495 0.18901781164154541 0.094519641623264761 0.090406695858039399 0.083169632591307163 0.1569558186452582 0.028286649772780947 0.10762136009952872 0.22719054809840589 0.11686683213338256 0.0922451791993808 0.14987335258799561 0.032339718020884825 0.032420912395991763 0.12450636431153395 0.10335293567914039 3.4258431471918738 0.17651317367563024 0.10585481368252647 0.20447459539124102 0.12632920930447245
leaf_count=72 22 1518 11 12 15 12 10 9 27 30 24 10 26 9 25 5 25 33 8 8 13 36 10 15 11 791 15 15 58 25
internal_value=-1.72655e-05 -0.0013184 0.00123215 0.00054109 -0.00128425 0.00554247 0.00221986 -0.0024929 0.00204473 -0.00573503 -0.0121829 0.00417522 -0.00303594 0.00536721 -0.00957336 0.0187601 -0.000125867 -0.00156685 0.0134446 0.000389829 -0.0169468 -0.0468439 0.00894028 -0.000284063 0.000619793 -0.000537723 0.0144273 -0.00210185 -0.0204849 -0.000495847
internal_weight=14.2222 6.9669 7.25529 7.0776 5.18518 1.89242 1.725 1.47467 1.34591 0.865019 0.703203 0.514185 0.419665 0.329259 0.246089 0.0891332 5.09032 4.60169 0.488629 0.371763 0.279517 0.129644 0.0647606 4.49406 4.36956 4.26621 0.403704 3.8625 0.310329 3.55217
internal_count=2900 1540 1360 1349 1090 259 247 237 228 201 171 147 137 111 102 77 1078 988 90 82 74 61 46 963 948 937 48 889 73 816
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 0 0 0 1 1 0 1 1 1 1 1 0 2 2 2 2 2 2 1 1 2 1 2 2
split_gain=0.00187505 0.0134971 0.0112837 0.00583881 0.0238162 0.0258318 0.0200372 0.0414975 0.0632365 0.0190272 0.0169375 0.0509019 0.0427763 0.0155851 0.0374128 0.014941 0.0416297 0.00974071 0.00885736 0.0180361 0.00921573 0.0162376 0.00687453 0.00660686 0.020459 0.0254061 0.0119005 0.0289963 0.0280573 0.0301802
threshold=41.322103772800006 41.395309858300003 41.289992964000007 0.34524415440000006 41.21013581150001 41.134354310300004 0.47886290830000006 0.47997065955000012 0.48041974790000003 0.34512439750000007 0.34500464060000008 0.47943175355000006 0.34458549145000011 0.3459626957000001 0.35394149875000008 0.3453938505000001 0.3459626957000001 0.47739588635000008 39.530201452500002 38.938637541200009 37.511241581900002 37.186372654950006 35.131296350900008 40.712530798250008 0.38185982460000006 0.42440346100000009 40.580626202750004 0.35585760905000008 40.08085804200001 40.259171735100004
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 6 13 -8 -9 10 11 12 17 -5 -15 -10 -17 18 19 20 21 22 -1 26 -25 -26 27 -18 -29 -30
right_child=1 -3 -4 4 -6 -7 7 8 15 -11 -12 -13 -14 14 -16 16 23 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.03333377648994712 -0.021892070247894094 -0.00025112322171945742 0.026105006813987974 -0.065828874024171216 -0.035366632722563081 0.042528291895792825 0.063850981609685262 -0.10452136068950042 -0.031898188318904272 0.038026083927255899 -0.032575555252752741 0.03208147606557487 -0.052431251310377069 -0.10062984191145743 0.074505035393514732 0.041287832066164591 0.046652092799337241 0.033023476686911017 -0.030589860099532396 0.045731662127022267 -0.023224743424013938 0.082949825275619116 -0.036539603378934901 -0.046901385605292403 0.033408129859914787 -0.026915335485684418 0.026780149672514297 -9.6761683876640302e-06 -0.070484732534294867 -0.0066980935915811534
leaf_weight=0.022165735707395884 0.30122054197783299 6.6647125196341399 0.17625190628743137 0.082856854414995157 0.19433516699724318 0.14084937414554577 0.10020349859041733 0.058479613271629094 0.14195236124214705 0.16590421709509873 0.12735402336875767 0.44926643039798364 0.18417412675076017 0.020319090890941634 0.030517118965112087 0.24374054581858207 0.12371045488362131 0.093299313852185151 0.089528190475643754 0.081248541362583637 0.15614002983603825 0.026341030054027215 0.038602159618918108 0.12529713356434474 0.1328875427825551 0.1471055636031065 0.16026001473139206 3.5737458012267282 0.12047197228434336 0.19302109556991631
leaf_count=52 22 1518 11 19 23 17 11 5 7 17 12 22 24 14 34 15 19 10 26 9 25 5 20 14 15 51 29 782 27 45
internal_value=-1.72577e-05 -0.00118692 0.00111438 0.00048727 -0.000973086 0.00026572 -0.000867134 0.000130639 -0.0011411 0.00617966 0.00201329 0.00587476 -0.0111517 -0.0390851 0.00450411 7.72372e-05 0.00101889 0.00383398 -0.00274377 0.00493891 -0.00868644 0.017373 -0.0110525 -0.0011258 -0.0133151 0.00171479 5.85563e-05 -0.00100912 -0.00252593 -0.0312106
internal_weight=14.166 6.96593 7.20003 7.02378 5.58975 5.39542 5.25457 5.12088 5.02067 1.43402 1.26812 1.14077 0.691499 0.133693 0.0508362 4.96219 4.82024 0.507325 0.414026 0.324497 0.243249 0.0871089 0.0607679 4.5765 0.40529 0.279993 4.17121 4.01095 3.88724 0.313493
internal_count=2900 1540 1360 1349 1127 1104 1087 1020 1009 222 205 193 171 67 48 1004 997 147 137 111 102 77 72 982 80 66 902 873 854 72
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 0 0 1 1 1 2 2 0 2 2 2 2 2 2 2 2 0 1 0 0 2
split_gain=0.00181247 0.0183104 0.0319733 0.018296 0.0212031 0.0255163 0.0145382 0.0108439 0.0254494 0.010523 0.0230429 0.0186604 0.015952 0.0146804 0.0109083 0.00793079 0.0129813 0.00568637 0.0381081 0.0293979 0.0145776 0.0123007 0.0167959 0.0196653 0.0109683 0.0208653 0.0251468 0.00910086 0.00834235 0.0188987
threshold=0.34482500525000009 0.47694679800000012 0.34506451900000007 0.48368312325000012 0.48140774230000011 0.47851860725000006 0.34503457980000002 43.968221017800005 42.718072821900002 0.47778509625000004 0.47868327295000007 0.34545372890000009 0.34515433670000012 0.34518427590000006 41.919251152600005 42.131954243650007 0.47305469895000007 40.496232821400007 39.56957118270001 41.322103772800006 39.039757512550004 42.773538294100007 42.508878681700004 41.902916368500009 38.175120519550006 0.47440196400000006 0.34193587020000005 0.4588185982500001 0.39672464895000009 48.988717865950008
decision_type=2 2 2 2 2 2 2 2 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 17 -3 8 15 14 11 -11 -12 -14 -8 16 -4 18 20 -19 24 22 23 -21 25 26 -1 28 -23 -30
right_child=1 6 7 -5 -6 -7 9 -9 -10 10 12 -13 13 -15 -16 -17 -18 19 -20 21 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.011035171293407716 -0.10233937415479662 0.016969649345726433 -0.10044116372329091 -0.025434771994272205 0.039219293668209809 -0.039880649365595468 0.024353971387680848 0.024311587447015809 -0.10168441649124055 -0.095814832543308873 -0.03646452380491845 -0.012488895822477808 0.038072644050113902 7.2767633154223566e-05 -0.0033471496946416569 0.029181944589017173 0.013550958457169219 -0.05221113625591433 0.0727038824622213 0.038815040332312339 -0.040762385013263513 -0.0028597614120757348 0.064114334124277084 -0.027461496396895754 0.032178914208936114 -0.047380108221004018 0.095188514335347113 -0.022439999122798943 0.044040181666359458 -0.018154613314012021
leaf_weight=0.073032487344721037 0.045592647034571415 0.54886827273935423 0.016255383720766209 0.30448617678354128 0.13421378558268759 0.16227230078285515 0.35445435571818862 0.064323429012574707 0.032856416001042721 0.044521260592992884 0.11835265562694885 0.067810151493972626 0.10273213178152119 9.79153682845884 0.23734286786849523 0.047553646477055622 0.025919327020915262 0.10662165058281292 0.082427948360702885 0.091070470252986868 0.078363851294852793 0.8074548721281567 0.069621078714648732 0.088057454505620303 0.11327015561547427 0.076074135606177151 0.032074023081508946 0.18437048333569173 0.12495032998896249 0.0802256650407287
leaf_count=80 18 38 57 11 9 22 21 15 47 23 15 24 8 2137 33 15 12 20 12 24 8 87 14 40 14 7 11 26 43 9
internal_value=-1.71491e-05 0.000522748 -0.0272553 -0.00239691 0.000647539 -0.00173824 0.00109603 -0.00893995 -0.0263879 0.000283052 -0.000474526 -0.0455142 3.07729e-05 0.00046732 0.0132443 0.00118391 -0.030385 0.00134476 0.0111725 -0.00153729 -0.00243187 0.00219982 0.022434 0.00623417 0.00776925 -0.00749113 0.0213798 -0.00200504 0.00171557 0.0197215
internal_weight=14.1067 11.4981 0.232501 2.60859 2.3041 2.16989 11.2656 0.186908 0.122585 10.7168 10.125 0.112331 10.0126 9.89427 0.591797 0.0897284 0.0421747 2.00761 0.455243 1.55237 0.372815 1.44575 0.248749 0.179128 0.294451 0.181181 0.105107 1.197 1.01263 0.205176
internal_count=2900 2463 164 437 426 417 2299 146 131 2261 2207 47 2160 2145 54 84 69 395 132 263 120 243 78 64 112 98 91 165 139 52
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 2 2 2 2 0 1 0 0 0 2 2 1 1 2 0 0 2 0 2 2 2 2 0 0
split_gain=0.00170622 0.0379252 0.00866637 0.00648926 0.034081 0.146706 0.0197951 0.0194204 0.0265633 0.0257113 0.0160763 0.0656419 0.018935 0.0668945 0.036685 0.0168337 0.0166254 0.015974 0.0501114 0.0376113 0.0267947 0.0356289 0.0266293 0.0406656 0.0209794 0.0100901 0.00933429 0.0174167 0.008277 0.032355
threshold=41.322103772800006 41.348489042950007 41.289992964000007 0.48661716715000009 0.48218616210000004 42.027086531450003 41.468518788800004 41.558544840500012 41.678468725050003 41.755948821900006 0.49678153350000009 0.34829795515000012 0.50041914915000019 0.50300889195000009 0.50482021495000018 41.840895355800008 41.621607100200002 0.34581299960000006 0.34569324270000007 42.686561923500008 0.47796473160000008 0.47739588635000008 42.852084787850011 0.47943175355000006 43.368902217050007 42.102795028150005 42.34047585750001 42.428475018400007 0.52511900840000014 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 -6 -5 -3 -9 -10 -8 -12 -13 -14 -15 16 -16 18 20 -19 21 -11 23 -22 -21 -17 -27 -28 -29 -30
right_child=1 3 -4 6 5 -7 10 8 9 17 11 12 13 14 15 25 -18 19 -20 24 22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.00051506011660449843 -0.066048359854960645 0.025102538165287125 0.02299141064310653 0.05074882570903845 -0.082273311827139706 0.012577606012907708 0.013584182134069851 -0.041066174077220727 0.038310424697550569 -0.00094492157372296154 -0.10533157570448066 0.043011593847264225 -0.10642659089547087 0.086473018309891903 0.00014117847296131974 0.028970417586462901 -0.073662806852406087 -0.044757961525065025 0.051119092576727698 0.037790239258806167 -0.0080377405454912978 0.05180242398158566 -0.0020614736323883889 -0.10204105951673233 -0.017186608313551465 -0.039504176355756204 0.053769764115997855 0.015708550702957201 -0.072345053706433224 -0.00049288371995271588
leaf_weight=6.9448514958944836 0.088845936540701831 0.31165416193289264 0.17589275955369288 0.08585347948958677 0.2608143418401595 0.43509903390861382 0.82005205155376448 0.15771681666734627 0.17431179738787284 1.5089154773043851 0.060917549579074026 0.097817983433471478 0.059447315262182943 0.049360326653370978 0.061080285491363573 0.12598672647451881 0.06100770955955781 0.25328148940616291 0.19304604205400711 0.13016677665977872 0.095722542475641492 0.13993211782326387 0.22686540236001784 0.088628100402729615 0.14871322356096073 0.059073922601067141 0.059940292604146239 0.22668891813825487 0.067400372228724637 0.89298604023377781
leaf_count=1349 11 24 11 15 18 29 55 16 12 290 5 18 13 22 28 48 35 29 16 26 19 12 21 26 38 38 14 101 82 479
internal_value=-1.72981e-05 -0.00113297 0.00107026 -0.000291304 -0.00279372 -0.0229706 0.00349301 0.00130122 -0.00107833 0.00105263 0.00195726 -0.00327666 0.000254103 -0.00226094 0.00160078 -0.00109477 -0.0367389 -0.00127909 0.00240138 -0.0168618 -0.00216389 0.00353157 -0.0250009 -0.0532306 0.00847374 0.00194398 -0.000663016 0.00117698 -0.00147865 -0.0055355
internal_weight=14.0621 6.94133 7.12074 6.85248 4.12487 0.695913 2.72761 3.42895 3.1173 2.95958 2.64176 1.82171 1.76079 1.66297 1.60352 1.55416 0.122088 2.78527 2.25311 0.532161 2.06006 1.64885 0.411216 0.184351 0.27888 1.43208 1.30609 1.24702 1.18708 0.960386
internal_count=2900 1540 1360 1529 576 47 953 529 505 489 938 883 878 860 847 825 63 477 384 93 368 302 66 45 64 762 714 676 662 561
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 0 2 1 0 0 1 1 0 2 2 2 2 1 0 2 2 1 0 2 2 1 1 1
split_gain=0.00141877 0.0319129 0.00706485 0.00628838 0.0170192 0.0193268 0.045612 0.0149431 0.0140757 0.0179269 0.012527 0.011615 0.0196068 0.0183077 0.0104135 0.00861728 0.0185919 0.0062539 0.0107555 0.00680684 0.0564784 0.0338803 0.0468713 0.0549555 0.0433047 0.113211 0.0303534 0.0177763 0.0151963 0.0149596
threshold=41.322103772800006 41.348489042950007 41.289992964000007 0.55671985870000007 0.54585192060000021 0.54679500610000009 38.994321257850011 0.57944372925000021 40.823855932350007 0.44705248345000009 0.56167480015000015 0.54317236010000014 0.40105086675000007 0.41753240920000007 0.62143349005000015 39.268993001500007 38.828362408050005 41.43512228960001 41.532441862050007 0.34548366815000003 0.48607826115000008 41.558544840500012 41.678468725050003 0.3459626957000001 0.48101853240000009 42.686561923500008 41.726652433350004 0.34608245260000009 0.3453938505000001 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 3 4 11 -6 -7 8 9 -5 -11 12 -1 -14 -9 16 -12 -3 -19 20 26 -21 -23 24 25 -24 -20 -25 29 -28
right_child=1 17 -4 7 5 6 -8 14 -10 10 15 -13 13 -15 -16 -17 -18 18 19 21 -22 22 23 27 -26 -27 28 -29 -30 -31
leaf_value=0.00097291090919990407 -0.061641261667016001 0.014669827841932515 0.020810755378794867 -0.032792028398404525 0.022870731732714335 0.036479788646854243 -0.090809871136025289 -0.10071435728418615 0.046446373093231394 0.059422319896520595 0.030471651383426293 0.022295676411543855 -0.065983770938895556 -0.010203701987174067 0.015927728527154704 0.035408026115362271 -0.056232236434294453 -0.020328568543862561 0.052020264476908842 0.064627013731641855 -0.060226994633326196 -0.053979046256618757 -0.091227839438702107 -0.034985023133224984 0.044660269963530098 0.039488797243310537 -0.0027256921878225978 -0.0011933449307675271 -0.030430170403230469 0.028651801776709774
leaf_weight=5.7747274140962306 0.085841802891978847 0.26858914336054507 0.17494442012583711 0.087248601617680388 0.048989364178851497 0.041062926646212888 0.089525828769112081 0.019185947757468562 0.11609509587469802 0.060720455490354652 0.050264704561883367 0.23598700955418284 0.080787436304641136 0.21659124160815679 0.012734051047188284 0.06179177890840748 0.048685841611586511 0.27301497781566997 0.10671182491313347 0.086019074146551744 0.16747250009029802 0.14810807983324137 0.098628173045001488 0.16550782711138401 0.49768150065210648 0.20186453447250008 1.7992106851740559 2.620601665602539 0.18003859485800067 0.16595976255770306
leaf_count=677 11 22 11 65 6 37 31 148 20 11 38 36 37 38 167 27 11 33 19 7 8 32 27 8 23 31 288 969 24 38
internal_value=-2.55171e-05 -0.00105122 0.000963579 0.000463586 -0.000334842 -0.030691 -0.0507843 0.011805 0.0167633 0.00560054 0.0207259 0.000529335 -0.000316595 -0.0253572 -0.0541816 0.00610828 -0.0121886 -0.000284022 -0.000900909 -5.06032e-05 -0.00420057 0.00257887 0.00114887 0.00342684 0.026561 -0.00341522 -3.39604e-05 -0.00320073 -0.00262336 -7.5845e-05
internal_weight=13.9846 6.86525 7.11934 6.9444 6.48767 0.179578 0.130589 0.456726 0.424806 0.308711 0.221463 6.30809 6.07211 0.297379 0.03192 0.160742 0.0989505 6.77941 6.51082 6.2378 2.41939 3.81841 3.73239 3.58428 0.798174 0.300493 2.25192 2.78611 2.14521 1.96517
internal_count=2900 1540 1360 1349 862 74 68 487 172 152 87 788 752 75 315 76 49 1529 1507 1474 377 1097 1090 1058 81 58 369 977 350 326
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 0 0 2 0 2 0 2 1 1 1 0 2 2 0 1 2 1 2 0 0 2 1 0 2
split_gain=0.00137628 0.00967416 0.0082687 0.00628537 0.00563112 0.00832614 0.0117747 0.00413817 0.00419378 0.00352396 0.00849379 0.0100306 0.00934081 0.0205058 0.00719729 0.0090825 0.00522808 0.00709392 0.00845438 0.0038263 0.0156174 0.029953 0.0148773 0.00887305 0.0181627 0.00526875 0.0192657 0.00661162 0.00284453 0.0168514
threshold=0.62406814170000013 0.49703601690000004 0.68186581240000022 45.673096293200011 0.49901200560000009 0.66697104880000013 0.64899254515000016 0.6461932277500001 47.480720532750006 0.58736265385000019 47.480720532750006 0.59507200385000003 45.673096293200011 0.45772581660000006 0.45976168375000009 0.47277027635000007 0.58859016195000013 44.710446918150005 37.511241581900002 0.56915960600000015 0.45051046375000009 41.24714903835001 0.45877368940000007 49.842240509300005 0.58388970390000006 0.56501302355000016 42.599563320500003 0.43672345135000007 0.55892039160000018 41.66248410610001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 4 -2 -3 6 7 8 -6 19 12 -12 13 -11 -15 -16 -17 18 -18 25 21 -21 -22 24 -24 28 27 -27 -1 -30
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 11 -13 -14 14 15 16 17 -19 -20 20 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00013579491716533219 -0.0054370375352686745 0.070691158146111918 -0.10025024056676191 -0.10067041901776222 0.045112068593511134 0.040901285579411556 -0.10091299222085347 0.099402135208069731 -0.10027182942954636 -0.1009696990482436 0.081281609142147437 0.0038084436732675276 -0.045355119802865974 0.086276934145537568 -0.10082780503530338 0.10011736017212808 0.090751309987681286 0.1002101040684833 -0.065013006829837919 0.0015680399140749876 0.036077478574194098 -0.10084238480081253 -0.10139855005534981 0.020166880547743068 0.027643766327706373 0.076079993931586265 -0.025652685923828519 0.022453858949078392 0.0047083590582642212 -0.047762356081846861
leaf_weight=12.898170252798664 0.011850572197278253 0.015309976413846016 0.0065714513540346678 0.016691799053887735 0.0048543135294726071 0.027632295665601048 0.014033984873717095 0.0052444718340058935 0.0033557751603439101 0.012223234347192254 0.033115270030202204 0.033737810183832373 0.035330688795511378 0.022244630264637522 0.0057703757506024972 0.0090076434126160621 0.004800868736769783 0.006473482178989797 0.012708709899249104 0.071858574093066424 0.088798285235106134 0.047397134118991602 0.028262018919573344 0.027537903104985162 0.017762329515859977 0.042695058571979694 0.059730818038588041 0.049816442037891095 0.22487037075243232 0.084097184330363284
leaf_count=1993 36 3 129 13 41 35 58 7 5 25 11 35 9 5 27 3 24 2 103 36 29 42 54 20 9 13 15 28 58 32
internal_value=-2.70904e-05 -0.0114029 0.00702947 -0.0611303 0.0170391 0.00213703 -0.0368299 0.0300129 -0.0143119 5.98104e-05 0.0141433 0.0421843 -0.00312488 0.0172499 0.0409366 0.0149162 0.0351609 0.0107643 -0.0223047 -0.000121292 -0.0116566 -0.0391341 0.00852585 -0.0247322 -0.0515968 0.000121873 0.0186187 0.0472029 -9.13448e-05 -0.00957353
internal_weight=13.922 0.105545 0.0770023 0.0285424 0.0704308 0.0551208 0.0274885 0.0134546 0.00821009 13.8164 0.175413 0.0668531 0.10856 0.0732289 0.0610057 0.0387611 0.0329907 0.0239831 0.0175096 13.641 0.281616 0.119256 0.162361 0.0735623 0.0460243 13.3594 0.152242 0.0925115 13.2071 0.308968
internal_count=2900 327 278 49 149 146 111 53 46 2573 244 46 198 189 164 159 132 129 127 2329 190 78 112 83 63 2139 56 41 2083 90
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 0 0 0 2 2 1 0 1 1 2 1 1 2 0 0 1 2 2 0 1 0 1 2 2 2
split_gain=0.00138356 0.0172673 0.0353578 0.0090598 0.0227662 0.00988405 0.0076245 0.0281168 0.02414 0.0781488 0.0239229 0.0469593 0.0316307 0.00862154 0.00776865 0.0100519 0.0133467 0.0220697 0.0119501 0.0253718 0.0216205 0.0411119 0.0382861 0.013274 0.0376142 0.0231909 0.0133731 0.00845589 0.00977573 0.00701785
threshold=0.52215502530000013 0.51700547890000015 39.344049039350004 37.572218886150004 37.360990606650006 0.52898116820000018 0.52803808270000008 0.52898116820000018 39.268993001500007 39.420767558750008 0.39024280710000009 0.52428071015000011 0.39458399450000009 0.38780276035000005 37.962710038050005 0.39167988980000007 0.3982365797500001 41.468518788800004 0.53484925600000011 0.53905571685000009 0.41917906650000009 39.685256516350002 42.072181850200003 0.54585192060000021 0.42019700010000005 0.54317236010000014 0.4211999641000001 38.512991772500008 38.771633980050005 39.134693790050008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -5 -10 -11 -12 -13 -9 -15 -16 17 -17 -18 -20 21 -21 -23 25 -25 -22 -26 -28 -29 -30
right_child=3 2 -4 6 -6 -7 7 13 9 10 11 12 -14 14 15 16 18 -19 19 20 23 22 -24 24 26 -27 27 28 29 -31
leaf_value=0.00021683374551526079 0.034618644486758082 0.015061834656330174 -0.044369382168696216 -0.00043711377175282792 -0.10203086986542845 -0.023554963249161748 -0.077555320399110603 -0.042759057311053117 0.10345174403842523 -0.034756471032206825 0.083980563029960473 -0.1010521637847768 0.018977902364572363 0.042992040164614352 0.052665468090282587 0.014816542054830267 -0.040864746235992705 -0.076487895109920823 0.03798352297135945 0.043356072044487354 -0.0066613822167144836 -0.1023383255790315 0.013673925707337076 -0.10226026956689425 0.068348413450281309 0.038647245566137717 -0.053288401600759018 0.048641914839067463 -0.032667619648118311 0.00067153261618246559
leaf_weight=9.5574255336424301 0.043983890161296127 0.16695659539181024 0.25000431845785803 0.85473396207592522 0.02893152039438901 0.086933142227393387 0.046609532442691282 0.04453235713638326 0.10474068252369761 0.10763534378850181 0.076589261402035674 0.032539255780420717 0.067494409047939269 0.044602473523854047 0.036885826715206238 0.048994516040693603 0.064068308721772715 0.057593526816084761 0.18881765547683982 0.049895125716488964 0.21023805216827884 0.085316205442405035 0.042676316801023739 0.036461849042097927 0.02859187159265264 0.2441671087872237 0.02997460285329312 0.040735520019481331 0.066807300349847831 1.1497567237393325
leaf_count=1277 30 27 40 33 17 288 29 14 2 25 26 29 35 30 7 11 36 63 28 9 28 26 36 7 7 28 37 14 31 630
internal_value=-2.66267e-05 -0.00065222 -0.0205723 0.00156506 -0.0217515 -0.00401051 0.0025562 -0.000609221 0.0089615 0.0296128 0.00240529 0.025052 -0.0200658 0.000842704 0.00164321 0.000868628 5.35719e-05 -0.0345187 0.00170049 0.00295522 -0.000377386 -0.0336409 -0.0636566 0.00289768 -0.00207093 0.0176845 0.00070526 -0.000797174 0.000454241 -0.00115928
internal_weight=13.8947 9.97439 0.416961 3.92031 0.159849 0.130917 3.76046 2.51672 1.24373 0.388999 0.284258 0.176623 0.100034 2.47012 2.42558 2.38098 2.34409 0.106588 2.23751 2.17344 1.98462 0.177888 0.127993 1.80673 1.35233 0.454405 1.31587 1.28727 1.2573 1.21656
internal_count=2900 1344 67 1556 335 318 1221 1071 150 117 115 90 64 1042 1028 998 991 74 917 881 853 71 62 782 726 56 719 712 675 661
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 2 2 1 1 1 2 1 0 0 0 2 0 0 1 1 1 0 2 0 1 0 0 0 1
split_gain=0.00283629 0.0124153 0.0027469 0.00444955 0.00268382 0.00343333 0.00233659 0.00663865 0.00449608 0.00323359 0.00752019 0.00215319 0.0288609 0.045153 0.0235925 0.00271762 0.00548352 0.00191143 0.023313 0.0136214 0.0393062 0.0783759 0.00686299 0.066391 0.031476 0.0610368 0.0393919 0.030223 0.0323266 0.0116478
threshold=33.96174662340001 0.38906020780000011 0.38185982460000006 0.33960061075000009 0.39458399450000009 0.43166372265000008 35.616518500750011 34.542090938800008 0.36597706655000006 0.37982395740000008 0.38185982460000006 36.82350895510001 0.36543816055000006 0.51929582950000019 0.52975958800000011 0.54384599265000022 36.735256530150004 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.49588335680000006 42.049402686800001 0.49678153350000009 0.34829795515000012 0.49850303880000008 0.49967066855000003 0.5025747732000001 0.36501901140000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -9 -10 -11 12 -8 -14 -15 -16 -17 18 -13 -19 -21 -22 23 -23 -24 -26 -27 -28 -29 -30
right_child=6 4 -4 -5 5 -7 11 8 9 10 -12 17 13 14 15 16 -18 19 -20 20 21 22 24 -25 25 26 27 28 29 -31
leaf_value=-0.0064780775812992332 0.060378571177366808 0.10017128236243636 -0.010293256653397186 -0.086811797599202364 -0.10015957425560018 0.062302721325488808 0.037899995396633572 0.018511199023192312 -0.05141768519518547 0.075361985018635544 -0.059679031967833564 0.00018068471026451926 -0.089153782139874904 0.056438502048347675 -0.10059734734410714 -0.10027892124355083 0.085244487675738667 0.015112209253645087 -0.029017391805975519 -0.051525085123484797 0.10126244052583873 0.027457287761851558 0.050544916867402624 -0.043255475293033509 -0.10479703476273627 0.065569349091726001 -0.054686247062181614 0.042394735715464073 -0.028957472312815896 2.9734631211495748e-05
leaf_weight=0.0099369117110805552 0.024477084106647978 0.0078466433333233034 0.014848988212179393 0.022521289329482837 0.0018915911378277663 0.0041648773304359321 0.082083326653106636 0.063499226551383181 0.020827800908591591 0.0082488412735983729 0.0082463542675606863 5.6824398824944611 0.076868576845981806 0.051888315609278646 0.012609390573004475 0.0037302053301317408 0.0027808819429437914 0.64110107318731469 0.28728183481325675 0.14564986951882009 0.077046790436725021 0.24389912424157989 0.12445995214511629 0.29141543680824844 0.055342273815767729 0.092185866917880221 0.10047191737638428 0.17957944075617138 0.14230389370277308 5.3573014742264098
leaf_count=38 36 2 7 34 17 118 25 21 8 2 41 790 8 25 16 38 8 30 23 7 6 19 9 37 4 13 15 25 24 1454
internal_value=-2.62102e-05 -0.0215045 -0.0459197 -0.062218 0.0615711 0.0115616 6.92253e-05 0.0136628 0.00232135 -0.0252231 0.00785166 -5.55517e-05 -0.00965011 -0.0360441 0.0214483 -0.0735064 -0.021042 0.000108852 -0.00122442 0.0011771 -0.000134834 0.000988362 -0.000184531 -0.0110374 0.000775493 -0.000269573 0.000715601 -0.00031882 0.000643008 -0.000720318
internal_weight=13.8369 0.0612103 0.0473072 0.0324582 0.0139031 0.00605647 13.7757 0.125299 0.100822 0.037323 0.0164952 13.6504 0.229961 0.147877 0.0710088 0.0191205 0.00651109 13.4205 5.96972 7.45076 6.80966 6.66401 6.58696 0.535315 6.05164 5.92718 5.87184 5.77966 5.67918 5.49961
internal_count=2900 216 79 72 137 135 2684 108 72 51 43 2576 120 95 87 62 46 2456 813 1643 1613 1606 1600 56 1544 1535 1531 1518 1503 1478
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=2 1 2 1 1 0 2 0 1 0 1 0 2 0 0 0 2 1 1 0 1 0 0 0 0 2 2 1 0 0
split_gain=0.00241529 0.0106747 0.00254977 0.00252261 0.00301354 0.00171006 0.00150419 0.00866463 0.0269142 0.0111702 0.00435079 0.00721755 0.00245665 0.0171808 0.0288179 0.0193533 0.0117584 0.0122929 0.00173324 0.0146022 0.0306959 0.0175074 0.0130212 0.0166492 0.0212679 0.00902605 0.0240885 0.00797761 0.0291365 0.0182936
threshold=33.96174662340001 0.38906020780000011 33.151194885250007 0.39458399450000009 0.43166372265000008 0.52029879345000019 35.97706729810001 0.49850303880000008 0.36597706655000006 0.51401155655000019 0.38906020780000011 0.53781323915000012 36.82350895510001 0.50041914915000019 0.51929582950000019 0.52104727400000017 36.735256530150004 0.39745815990000005 0.34482500525000009 0.47694679800000012 0.34506451900000007 0.47706655490000011 0.48368312325000012 0.48140774230000011 0.47851860725000006 43.968221017800005 42.718072821900002 0.34512439750000007 0.47727612945000003 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 2 5 -3 -5 -1 7 -2 -9 -10 -11 -12 13 -8 -15 -16 17 -17 22 20 -20 -21 23 24 -14 26 -22 29 -29 -23
right_child=6 3 -4 4 -6 -7 12 8 9 10 11 -13 18 14 15 16 -18 -19 19 21 25 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.081428042217223759 -0.011152848591616617 0.10015495572655815 -0.015997191913991744 -0.10014437634695475 0.058337173046024586 -0.026445163335625455 0.04585828221048982 0.10022348624455597 -0.068233090161664553 0.10007066015083615 -0.10021014435616711 0.056212557282148051 0.0010852722791906027 -0.072788848937931319 0.10030969136337207 -0.10075706566611803 0.063198487732372119 0.028179739023549706 -0.10213947230735641 0.05192121797273383 0.0029713545285782873 -0.0011117968154746867 -0.021950097597187232 0.034812074939005289 -0.036773748729249371 0.023282413870783007 -0.10151392921246238 -0.047406968146569861 0.00074275976442514813 0.032353050411025597
leaf_weight=0.017467788673511675 0.092178939650452429 0.0071010346291586757 0.019901376042152558 0.0017118290222690171 0.0040115212382871033 0.0083657091036002384 0.03987330025020705 0.034216412692330778 0.022079812868469162 0.0067977440194226793 0.0045467733996904522 0.0083983174451193188 1.9425023429703951 0.070919569144962225 0.020340169605333358 0.019082089637890928 0.012753204831443821 0.012072528939094416 0.041617108439168299 0.067566164503012227 0.087336846733615442 0.44616282055312595 0.29643046645315951 0.13195077283307899 0.16065547179368467 0.064047495393879217 0.029523563412728882 0.12731956741526929 9.7302347956660658 0.25770268372434657
leaf_count=60 37 2 13 17 118 6 15 8 11 4 16 56 324 8 4 12 11 46 15 12 58 35 11 9 22 15 47 19 1868 21
internal_value=-2.43547e-05 -0.0202901 -0.0428987 0.0603378 0.010936 -0.0636228 6.21031e-05 0.00946016 0.0344484 -0.0193642 0.0352894 0.00127138 -5.45006e-05 -0.0118246 -0.0288406 0.0196713 -0.0176841 -0.0507936 9.9444e-05 0.00064911 -0.0247034 0.00117988 -0.00225671 0.000355115 -0.00180669 -0.00688949 -0.0234258 0.000855265 0.000120861 0.0111405
internal_weight=13.7849 0.0585593 0.0457349 0.0128244 0.00572335 0.0258335 13.7263 0.168218 0.0760391 0.0418226 0.0197428 0.0129451 13.5581 0.175041 0.135168 0.064248 0.0439078 0.0311546 13.3831 10.8515 0.222525 10.629 2.53154 2.23511 2.10316 0.180908 0.11686 10.5614 9.85755 0.703866
internal_count=2900 216 79 137 135 66 2684 132 95 87 76 72 2552 96 81 73 69 58 2456 2090 135 1955 366 355 346 120 105 1943 1887 56
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 0 2 0 0 1 1 0 0 0 0 1 0 0 0 0 1 2 2 2 1 1 1
split_gain=0.00137694 0.0184868 0.0283475 0.0147725 0.0227039 0.066151 0.0442991 0.00673557 0.0415832 0.0302802 0.0128173 0.0123762 0.0211433 0.0137743 0.0188692 0.0149101 0.0359019 0.0218983 0.00922811 0.0211441 0.0124426 0.0163879 0.0102815 0.00840222 0.018137 0.0189616 0.0201093 0.0213321 0.00705464 0.0299223
threshold=40.305698932850007 40.21994457600001 40.12915366295001 40.621691032550004 0.48320409570000006 0.50449088350000015 0.52975958800000011 0.39078171310000004 0.52772372085000019 40.036761086100007 0.52266399210000014 0.52803808270000008 0.39458399450000009 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 0.54585192060000021 0.43706775245000007 0.55041765215000005 0.55754318735000019 0.56167480015000015 0.56276758185000009 0.43808568605000003 39.468990633150007 39.268993001500007 39.091773401050006 0.45393850480000009 0.39051226010000012 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 7 4 -2 -6 -7 10 -9 11 28 -10 -13 -14 -15 -16 -17 -18 19 -19 -20 -22 -23 -24 25 26 27 -25 29 -1
right_child=3 -3 -4 -5 5 6 -8 8 9 -11 -12 12 13 14 15 16 17 18 20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0007055834358400629 0.038485116042345315 -0.024345449497362309 0.040037870213384431 -0.00030457257731643719 -0.078058725974903209 0.08944092969169587 -0.0097125733532686283 -0.10199279683619943 0.06406244606214255 -0.10183645455163071 0.019477531668336823 -0.088863463703066345 0.080168340123847215 -0.065505204622316918 0.035466525405483319 -0.084490591437891838 0.046290132133593564 -0.0014000394358884788 -0.087509158062818615 -0.093187454840708395 0.082436999690680662 -0.10152645436341477 0.096640273965367091 0.064539530718572699 -0.10133465522177128 0.093975003032604101 -0.088319662178770353 -0.0432484707569111 0.009202995382854566 -0.029957314762459709
leaf_weight=2.3869355083754944 0.2537866150725091 0.3268395360051447 0.17250854796169246 8.3423908976581664 0.082118063085545145 0.07451242961542448 0.11399012678495346 0.045972615585897048 0.029184575891122222 0.030275145966978556 0.32476196681000136 0.027172559089194692 0.02135108265792951 0.04290375224240961 0.11492907148544873 0.050351503115052765 0.09777686131164387 0.079918969972187642 0.013471901972820888 0.036586439066914445 0.028039065438065336 0.0094800253991706995 0.0095462686280356479 0.043033418133110367 0.01575281299582354 0.023221690757964097 0.023003118295100933 0.032024666859542646 0.53128211945295323 0.36721062300057372
leaf_count=358 27 24 24 1748 9 12 36 58 4 9 35 7 5 35 26 10 21 16 6 81 9 3 3 36 22 6 15 236 2 17
internal_value=-2.38531e-05 -0.00137225 0.000275557 0.000718798 0.0169988 -0.00315093 0.0294814 -0.00128901 -0.00975423 -0.00392962 0.000525869 0.000318538 -0.00246405 0.00119626 -0.00152314 0.00323322 -0.00478168 0.00496316 -0.00790249 -0.0302242 0.00526026 0.0120488 -0.000597555 0.00592991 -0.000389215 0.0127221 -0.00651928 0.0185502 -0.00134749 -0.0033827
internal_weight=13.7503 4.88353 4.55669 8.8668 0.524407 0.270621 0.188503 4.38419 0.773996 0.728023 3.61019 0.697748 0.668563 0.641391 0.62004 0.577136 0.462207 0.411855 0.314078 0.116505 0.197573 0.184101 0.156062 0.146582 0.137036 0.121283 0.0980612 0.0750581 3.28543 2.75415
internal_count=2900 1068 1044 1832 84 57 48 1020 608 550 412 541 537 530 525 490 464 454 433 97 336 330 321 318 315 293 287 272 377 375
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 2 2 1 0 2 1 0 0 2 2 1 0 1 1 1 1 1 0 2 2 2 2 0 2
split_gain=0.00142498 0.00827926 0.0101459 0.0120164 0.00646911 0.00528522 0.00230152 0.00869534 0.00661313 0.0450604 0.0137807 0.020325 0.00588938 0.0146642 0.0354827 0.0128343 0.0105808 0.00627086 0.0258552 0.0376284 0.0179024 0.00736297 0.00779273 0.00412476 0.00808528 0.00404223 0.00371931 0.00801168 0.019185 0.0155742
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 0.39614083410000006 0.30949672165000003 44.921040431000009 48.919835655300012 48.680511450650009 0.31100865245000009 0.42646926740000007 48.988717865950008 0.36106703390000006 0.43780126340000008 0.39614083410000006 41.678468725050003 39.468990633150007 0.31810424840000007 0.46768060835000008 0.32272985840000007 0.33263974130000007 0.35814795965000007 0.34307356065000005 0.34392682850000006 0.61802041855000012 50.448116877400004 50.448116877400004 47.480720532750006 44.527357125550004 0.59336546810000013 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -8 -10 -11 -12 13 -2 15 16 -15 18 -14 -20 -21 -19 -23 25 -25 -13 27 -24 29 -29
right_child=6 -3 -4 -5 -6 -7 8 -9 9 10 11 23 17 14 -16 -17 -18 21 19 20 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10020374986630445 0.034166008357291777 0.046840135605654809 -0.10159118327439239 -0.10125568109612421 0.1003901287221458 0.036508478026264321 0.00094015407415831741 0.017750214176841955 -0.10235999906568026 0.038622682073395719 -0.10358855924336768 0.029030826541542827 0.10056242825178152 0.00058955216564081153 -0.10225941613162665 0.030686807855233228 -0.1010369444050703 -0.027041566721818656 -0.10056323734055438 0.065419368418810103 -0.02442561232495008 0.02655722910028049 2.56092890820873e-05 -0.10051590499108283 0.03043571517007141 -0.013873969222509573 0.017785965265783986 -0.10235299696859979 0.020711125885807001 -0.023292781926668893
leaf_weight=0.0039154899518266681 0.042966296138258475 0.03855196777323755 0.01065726777233067 0.007405598182231187 0.011181254871189594 0.010179522989346879 0.5338687805924559 0.27679133661149613 0.051286720352095416 0.069631166259569 0.02221943722870702 0.050560560907540353 0.031747160101075422 0.025027698226026008 0.048797382955162227 0.0607809933874357 0.017344751944055114 0.10096776778445438 0.028836586713168799 0.056542245304372435 0.036491414429257379 0.11010839458322053 11.644201583424577 0.010356204129472246 0.0086555569621395989 0.038817598816099072 0.11428467730090908 0.031467477885118167 0.080389866881290573 0.11969087258933797
leaf_count=93 25 20 5 1 1 7 7 20 9 9 7 42 4 21 51 18 37 25 31 35 25 12 1999 33 29 111 56 26 35 106
internal_value=-2.4358e-05 0.0131274 -0.0168615 0.0107681 0.0435895 -0.00146916 -0.000103481 0.000218285 -0.0053583 -0.0187268 0.00269375 -0.0164609 -0.000168394 -0.0174153 -0.0320006 0.00123572 -0.0410103 0.000103706 0.020182 -0.000757098 0.0301787 -0.000149089 7.53113e-05 0.0013999 -0.0408971 0.010397 -0.000167881 -0.000340657 -0.0187596 -0.0397512
internal_weight=13.6937 0.0818911 0.0433391 0.0326819 0.0252763 0.014095 13.6118 12.8264 0.785396 0.251527 0.200241 0.130609 12.5496 0.194917 0.151951 0.103153 0.0423725 12.3547 0.153617 0.12187 0.0930337 12.2011 12.1001 0.10839 0.0190118 0.0893782 11.99 11.8757 0.231548 0.151158
internal_count=2900 127 107 102 101 100 2773 2526 247 240 231 222 2506 152 127 76 58 2354 95 91 60 2259 2234 215 62 153 2222 2166 167 132
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 2 0 0 2 1 2 1 2 1 1 0 2 2 0 1 2 1 2 0 0 2 2 0 0 1
split_gain=0.00155074 0.00812934 0.00791251 0.00613195 0.00495643 0.00851116 0.00682219 0.00290652 0.00739305 0.0119939 0.0250547 0.0182888 0.00887066 0.00640342 0.00830671 0.00476703 0.00611973 0.00776645 0.00350034 0.0140718 0.0273318 0.0130446 0.0078177 0.0166481 0.00484433 0.0166503 0.00313789 0.0230558 0.0161489 0.0294712
threshold=0.62406814170000013 0.49703601690000004 0.59210802070000013 45.673096293200011 0.49901200560000009 48.315732392000008 0.63075955810000017 0.58736265385000019 47.480720532750006 0.43808568605000003 45.673096293200011 0.45772581660000006 48.852845034800005 0.45976168375000009 0.47277027635000007 0.58859016195000013 44.710446918150005 37.511241581900002 0.56915960600000015 0.45051046375000009 41.24714903835001 0.45877368940000007 49.842240509300005 0.58388970390000006 0.56501302355000016 42.599563320500003 42.852084787850011 0.54191491270000014 0.54384599265000022 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=7 3 4 -2 -3 6 -6 18 9 -9 11 -11 -10 -13 -15 -16 17 -17 24 20 -20 -21 23 -23 26 -26 -1 -28 -29 -30
right_child=1 2 -4 -5 5 -7 -8 8 12 10 -12 13 -14 14 15 16 -18 -19 19 21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.00087524681994376229 -0.0045067295086992946 0.067605190175818494 -0.10084489895452087 -0.10061862155016409 0.043721098099373745 0.028143622700782217 -0.10054108811068262 0.10015939180936975 0.082446990745446008 -0.10087889352303257 -0.10146051483779245 0.084728802705352213 0.0070505473588233962 -0.10076617634559507 0.1000432542852981 0.089858291495223161 0.10018596699949145 -0.061286022701111144 0.00014433405085623912 0.034878078986846965 -0.10076284840743127 -0.10126651018480755 0.018558675284690834 0.024965666099169396 0.045274008943827555 -0.023077062606616489 0.0010302090108403503 0.088744855278957993 -0.054482700066418144 0.083709659377059792
leaf_weight=10.25046579895327 0.0116606262769266 0.014221899560652659 0.006435989932625368 0.015411473940957876 0.0045842329413359221 0.035754381313722661 0.011505052724939274 0.01007413556827802 0.02775368990842253 0.011067687107748837 0.024469827410939615 0.020254977005834007 0.035647814423246604 0.0053305314627652345 0.0081466996099379685 0.0047058248897883506 0.0057324062217958263 0.012248573288622389 0.070957047363678694 0.084042219657076256 0.043175629801982751 0.025654653846468679 0.027195265823593218 0.01762593293330552 0.089563844331634779 0.059194326497163274 2.61214741451258 0.051144054290489183 0.031709291005850293 0.030063674760697268
leaf_count=1423 36 3 79 13 14 33 149 6 6 20 8 5 40 27 3 24 2 103 36 29 42 54 20 9 41 15 590 9 46 15
internal_value=-2.76122e-05 -0.0124615 0.00499841 -0.0592208 0.0153095 0.00096357 -0.0594372 6.37034e-05 0.0132375 -0.00342677 -0.014775 0.0166561 0.040055 0.0397129 0.0145001 0.0344275 0.0108652 -0.0193347 -9.9022e-05 -0.0113986 -0.0380282 0.00827104 -0.0234578 -0.0498587 0.000132277 0.0180755 -7.34341e-05 0.00294262 0.0471832 0.0127728
internal_weight=13.6579 0.0995737 0.0725016 0.0270721 0.0660656 0.0518437 0.0160893 13.5584 0.165432 0.102031 0.0919565 0.0674867 0.0634015 0.056419 0.036164 0.0308335 0.0226868 0.0169544 13.3929 0.268651 0.114133 0.154518 0.0704759 0.0432806 13.1243 0.148758 12.9755 2.72506 0.112917 0.061773
internal_count=2900 327 278 49 199 196 163 2573 244 198 192 184 46 164 159 132 129 127 2329 190 78 112 83 63 2139 56 2083 660 70 61
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 1 0 0 1 0 2 0 2 0 0 1 1 0 1 1 1 1 0 0 2 0 0 1 2
split_gain=0.00130995 0.0159612 0.0059721 0.0229668 0.0173739 0.0167015 0.012919 0.0119261 0.0204228 0.0106841 0.0122647 0.0100632 0.00766693 0.0074542 0.00716976 0.00586745 0.00577939 0.00635777 0.00496122 0.00952631 0.00896844 0.00733143 0.00892631 0.0045002 0.00310158 0.00262611 0.0226348 0.0126372 0.0280733 0.0108176
threshold=0.56369569775000017 0.56501302355000016 42.654057868200006 42.508878681700004 0.56793209785000009 0.43887907550000005 0.44489685935000006 0.56859076075000015 0.57811143375000007 0.45393850480000009 0.58388970390000006 41.792045663550006 0.62143349005000015 44.710446918150005 0.61299062905000012 0.56167480015000015 0.46419268885000003 0.46613873835000008 0.61802041855000012 0.49703601690000004 0.49901200560000009 0.45206730335000006 0.48544953745000008 0.66697104880000013 0.63514565435000014 42.852084787850011 0.54191491270000014 0.54384599265000022 0.43590012275000006 42.718072821900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 5 -4 -3 -7 -6 -9 -8 16 12 -12 14 -10 25 -11 -18 21 -20 -21 -15 -23 -22 -14 29 -27 -28 -29 -1
right_child=1 2 4 -5 7 6 9 8 13 10 11 -13 24 18 -16 -17 17 -19 19 20 23 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0003446781993371985 -0.048948362298142763 0.037587616192235301 -0.1010492390007412 0.064415152079115509 0.072812762874917822 -0.063621598867121099 0.024434505955776138 -0.10047703255086415 -0.10064540108131581 -0.10105040505087243 -0.10072841208375352 0.049183131818479033 0.036293679210663017 -0.025039174842918371 0.021101261482223823 0.021147814839682019 0.063437102583225144 -0.10015660479365932 -0.072953189477445779 0.081538508771144713 -0.042796318419257975 0.050747831402189782 -0.0068876643825632605 0.013096627612275692 -0.10019818786414891 0.00092733925326758519 0.086622740829933972 -0.04935270906980796 0.091710107666439597 -0.026963074271473597
leaf_weight=9.8943441020736298 0.071709748410852647 0.07558112795764152 0.019298271490697516 0.063080570192255436 0.019330076611367986 0.046727871994312359 0.072188730759925837 0.022182833602869323 0.013625183835245025 0.023945140150139148 0.011537516689914352 0.024332639342619089 0.0099724884406907632 0.033590162452805217 0.0074996606931998491 0.13243384720840445 0.0053440286137629309 0.0042767386655303196 0.02093523737948999 0.012278093956410885 0.026608336652373055 0.06863521795366978 0.044161080353092075 0.031409531203824059 0.0019984566372253038 2.6117451846114452 0.047354651091154887 0.030160324162387231 0.026507490360529573 0.1550668364440505
leaf_count=1333 22 34 7 15 4 24 34 28 30 28 112 40 34 18 35 34 5 47 16 2 27 17 50 71 139 590 9 41 13 41
internal_value=-2.58306e-05 -0.00414617 0.000732442 0.00997845 -0.00907581 -0.0024675 -0.0175801 -0.00316441 -0.00839229 -0.00357307 -0.0284091 0.00410309 -0.0425574 -0.000497571 -0.0574234 0.000207458 -0.0747485 -0.00928553 0.00456328 -0.0137402 0.00389436 0.0159704 0.0281829 -0.0125372 0.0135074 -9.78982e-06 0.00274931 0.0484943 0.0166322 -0.000755412
internal_weight=13.6279 0.730249 0.658539 0.338985 0.319554 0.275905 0.200324 0.300255 0.280925 0.153596 0.081407 0.0478411 0.0235085 0.258743 0.0211248 12.8976 0.0335659 0.00962077 0.237618 0.0912312 0.070296 0.146386 0.112796 0.0580179 0.0119709 12.7652 2.71577 0.104022 0.0566678 10.0494
internal_count=2900 839 817 512 305 497 463 298 294 439 405 325 285 266 65 2061 80 52 201 116 100 85 67 98 173 2027 653 63 54 1374
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 0 1 2 2 2 2 2 1 0 0 1 0 0 0 0 0 0 1 2 0 2 0 2
split_gain=0.00126709 0.0702965 0.017685 0.0135751 0.00884901 0.0244425 0.0134223 0.0302836 0.00852965 0.031863 0.00849869 0.00793251 0.0248214 0.0149281 0.0376294 0.0257472 0.0508233 0.0121607 0.0101361 0.0107229 0.0125629 0.00899191 0.0366515 0.0179726 0.00776074 0.00937753 0.00764116 0.00953316 0.00692573 0.006064
threshold=38.703421923500009 38.592454371550012 38.994321257850011 0.51589772760000019 0.50579323975000012 0.50749977545000013 37.020641110850008 0.47778509625000004 0.36501901140000009 36.514114975300011 34.997818021800008 36.625813070500008 37.064694648750013 37.360990606650006 0.38780276035000005 0.52266399210000014 0.52772372085000019 0.37138109635000011 0.51243974730000008 0.52161611930000007 0.52877159370000015 0.54279811980000015 0.54679500610000009 0.55154037305000014 0.34392682850000006 33.151194885250007 0.52975958800000011 34.997818021800008 0.52104727400000017 37.663157789700008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 9 10 24 17 28 -14 -15 -16 -17 -7 -19 -20 -21 -18 -23 -24 25 -1 -22 -28 -13 -25
right_child=2 -3 -4 -5 5 11 7 -9 -10 -11 -12 12 13 14 15 16 21 18 19 20 26 22 23 29 -26 -27 27 -29 -30 -31
leaf_value=-0.054935575643090519 -0.0027644833864969767 -0.10300609807201491 -0.00025203641402169038 0.04227202906786473 -0.10401722086565535 0.1003244106631675 -0.0043956161940948866 0.058579893880221272 0.0045285470619824643 -0.1022807386369476 0.025937937847555406 -0.10202339791518344 0.036338447349772707 -0.10239799690321688 0.075874345852620428 -0.10166604502311863 0.039219464865960507 -0.10037009198792378 0.052796925585142485 -0.10063752591340409 0.10027968527319281 -0.10104140866489225 0.10029821837265938 0.062016623714999435 -0.058802535778181286 0.096549633397646772 0.030509742107995255 -0.1002846632991124 -0.034692528658841815 -0.033712990629237889
leaf_weight=0.0076058551084749208 0.10841447630082157 0.06700844959750174 11.475666966390428 0.17490658277088933 0.025760077172890306 0.015923111699521555 0.16790423015674616 0.1400536209839629 0.72927712351923901 0.036992165486400608 0.070941226709102523 0.031647210475057391 0.083926145926370266 0.039429678901797161 0.040338083400115465 0.048219945241868345 0.079449400012009605 0.0081980221773392259 0.041568694829891228 0.012977769893403046 0.0080333715304732323 0.028313057264313102 0.02567443810403347 0.0088311016294957967 0.03046679228894297 0.0088313802552875131 0.017335182551256174 0.0082126797597563937 0.029533669861214723 0.026393678791660172
leaf_count=40 16 12 2132 32 2 2 36 25 28 9 31 3 30 8 7 20 20 6 18 23 1 6 3 17 36 7 170 60 38 62
internal_value=-2.4416e-05 -0.00246549 0.000357315 0.0250385 0.00133681 -0.00879671 0.00626526 0.0242445 2.66792e-06 -0.021314 0.00410181 -0.00436916 -0.010401 -0.000896911 -0.0114313 0.00251315 -0.0111314 0.0193691 0.0059868 0.0158806 -0.017079 0.0147522 -0.00703743 0.0366666 -0.0289248 0.0264542 0.015213 -0.0115358 -0.069521 -0.0097129
internal_weight=13.5978 1.83885 11.759 0.283321 1.77184 0.579765 1.19207 0.307958 0.884115 0.154837 0.117845 0.554005 0.441756 0.380576 0.296649 0.25722 0.216882 0.112249 0.0963257 0.0881277 0.046559 0.168662 0.0892123 0.0608992 0.046904 0.0164372 0.0335812 0.0255479 0.0611809 0.0352248
internal_count=2900 720 2180 48 708 496 212 61 151 123 114 494 214 173 143 135 128 280 278 272 254 108 88 82 83 47 231 230 41 79
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 2 1 0 0 2 2 0 0 1 1 0 2 2 0 0 2 0 2 2 1 1 2 0 1 0
split_gain=0.00116984 0.0257748 0.0195753 0.0137804 0.00820484 0.00750609 0.0273076 0.0174798 0.016683 0.0731703 0.0212101 0.0178364 0.029355 0.0429899 0.0516925 0.018819 0.0119463 0.0145259 0.0147209 0.0769506 0.019483 0.0124727 0.0243189 0.0291622 0.0108012 0.0254644 0.0102209 0.0258541 0.0192089 0.0158091
threshold=0.35585760905000008 0.35759408400000009 0.35877668335000007 0.49588335680000006 0.36106703390000006 40.79983011445001 0.34829795515000012 0.48661716715000009 0.48271009850000007 42.027086531450003 41.061442884200012 0.47997065955000012 0.47778509625000004 0.34569324270000007 0.34536391125000004 0.48119816770000007 40.12915366295001 39.749124837650008 0.47997065955000012 0.47943175355000006 39.039757512550004 0.47612346935000005 38.938637541200009 38.115457128050004 0.34392682850000006 0.34193587020000005 42.564639561200003 0.47715637260000004 0.34536391125000004 0.47470135625000004
decision_type=2 2 2 2 2 2 2 2 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 16 7 8 10 -10 -7 12 26 14 -14 -13 17 18 19 20 21 22 23 24 25 -1 28 -28 29 -12
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 11 15 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.011869695461293538 -0.057430411963031031 0.046905804812165011 -0.031657129833892086 0.021610315793048878 -0.00053950183893042281 -0.033457562664728525 -0.041587521744818098 0.015664299850005305 -0.053202111641012517 0.011899162713277721 0.034304171274832262 0.026597410370606964 -0.016883034341074393 0.024840002379693738 -0.10330837410473759 0.00067436990347862337 0.014016850388403314 -0.030852767222975065 -0.030029383495181517 0.10120104968899557 -0.029300534532404249 0.040237967066205839 0.070712343957357857 -0.10217099703794114 -0.035644972675548468 0.10046149763540874 0.0011017433153308641 -0.043868129596149184 0.045933064205936611 -0.004864618778561665
leaf_weight=0.069321606366545385 0.080019646442667347 0.086580361637797476 0.085966372381927836 0.30563332830308798 5.9102209150911502 0.18233224394276693 0.16810007306632435 0.58394353051698988 0.30978415167010087 0.38999175294884481 0.13164098655350076 0.49357651363061428 0.19891684477810168 0.11479960074916562 0.10613096280501111 0.64731178163017944 0.85862958148582891 0.1507357532423157 0.1113618979943567 0.07944201841019094 0.19650280674431997 0.098838174082629848 0.037619514856487513 0.033322705275317333 0.0518025782722875 0.028467967757023885 1.2888887899032302 0.14192342437513628 0.13054961512055741 0.47435998500137089
leaf_count=80 22 22 22 37 1904 20 11 34 21 25 67 34 37 22 19 37 58 23 16 6 24 10 4 10 27 3 226 19 19 41
internal_value=-2.85176e-05 -0.00104571 -0.000303957 0.00082045 -0.00098563 -7.72345e-05 -0.00191942 -0.000635627 -0.00270023 -0.0169206 -0.000155485 0.00147324 -0.00311997 -0.0273216 -0.0469518 0.0118893 0.00567918 -0.00267031 0.00334105 0.00958343 -0.00452519 0.0107185 -0.00251137 -0.0175711 0.00127418 0.0208315 0.00156822 -0.00335885 0.0111395 0.00364398
internal_weight=13.5467 6.16279 6.08277 7.38393 5.99619 7.07829 5.36225 5.19415 4.61021 0.699776 3.91043 3.7281 2.58721 0.419847 0.305048 1.14089 1.71604 0.857415 0.706679 0.595317 0.515875 0.319373 0.220534 0.182915 0.149592 0.0977896 2.16736 1.43081 0.736551 0.606001
internal_count=2900 1970 1948 930 1926 893 632 621 587 46 541 521 450 78 56 71 261 203 180 164 158 134 124 120 110 83 372 245 127 108
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 1 2 0 0 1 0 2 2 1 1 1 2 0 1 0 2 0 1 1 0 0 0 2 1 2
split_gain=0.00112961 0.0139474 0.0056512 0.00732306 0.0167933 0.0160453 0.0185673 0.0166079 0.0203291 0.0126354 0.0100642 0.009861 0.0144713 0.0113914 0.015027 0.0105806 0.00499578 0.00453389 0.00378108 0.0141966 0.0192857 0.00836719 0.00582675 0.00775235 0.00370807 0.00234344 0.00393224 0.00273078 0.00224338 0.0246365
threshold=0.56369569775000017 0.56501302355000016 38.938637541200009 42.654057868200006 42.508878681700004 0.43887907550000005 39.468990633150007 0.57507260265000015 0.57600071855000012 0.44805544745000009 0.5726475255500002 42.428475018400007 42.406961525800007 0.44705248345000009 0.47536001915000009 0.47976108500000009 37.272044000450002 0.56167480015000015 0.45772581660000006 0.6003263375500002 49.842240509300005 0.62143349005000015 0.49703601690000004 0.49901200560000009 0.66697104880000013 0.62406814170000013 0.62143349005000015 33.151194885250007 0.42067602765000006 39.211875820650008
decision_type=2 2 2 2 2 2 2 2 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 16 4 5 -4 -7 -8 -9 10 -5 12 13 -10 -15 -16 25 28 -11 20 -20 -21 -23 -24 -25 26 27 -3 -1 -30
right_child=1 2 3 9 -6 6 7 8 11 18 -12 -13 -14 14 15 -17 -18 -19 19 21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00031480391393707516 -0.046561450185232417 0.061164668921713766 0.043042678082701909 -0.10075753948173552 0.060511644206120346 0.051910734922796797 -0.073972864824252985 0.10010034007516729 0.066481487747967458 0.020533498493473037 -0.0046132787643119576 -0.10132608695362566 0.10035754401429781 -0.10061804206154118 0.079126648424228771 -0.10014948330210623 -0.10032262323237438 0.018630959305643343 -0.10077045451623259 0.041304793453733515 0.013207384461577355 -0.062586113068229129 0.078583090447307255 -0.039116761276849363 0.011883501855774766 -0.10017770635590545 0.09441322395505547 -0.10007012065392021 0.0359577126448078 -0.014170841684721517
leaf_weight=11.956775015149052 0.06919380693043653 0.0016381758745423226 0.068176228762908408 0.024481981558892585 0.06064734653062942 0.034491507765673113 0.053455196633251503 0.01561924097040901 0.0098775371843657922 0.0661111864242514 0.019607338120607665 0.013900687505156384 0.01025396678596735 0.025353409302112606 0.010771867659741474 0.0047409498337618186 0.010242799867517395 0.13191072661436543 0.031987170112500962 0.053815233153187592 0.027702381443759805 0.016415000063375373 0.011517943697981536 0.026137560581073416 0.03136182141639221 0.0019738728493782819 0.0039098177569654169 0.0029278131150884262 0.11839112393565299 0.57037902884337266
leaf_count=1774 22 39 11 16 15 32 27 3 5 16 34 8 1 29 6 107 66 34 27 47 26 17 2 40 80 89 4 70 63 190
internal_value=-2.76792e-05 -0.00392066 0.00071032 0.00243587 0.0133681 0.00177581 -0.0139888 -0.0297763 -0.00367604 -0.00843096 -0.0580004 -0.0253175 -0.00799597 -0.0298913 -0.053185 0.0243372 -0.0506934 0.000187517 -0.000185357 -0.00707069 -0.0478725 0.0104193 -0.00903597 0.00370033 -0.0112997 -0.00204673 0.0208063 -0.0422226 -4.87423e-06 -0.00555436
internal_weight=13.4838 0.706312 0.637118 0.616426 0.307288 0.246641 0.178464 0.143973 0.0905177 0.309138 0.0440893 0.0748984 0.0609977 0.0507438 0.0408662 0.0155128 0.0206925 12.7775 0.265048 0.198937 0.0596896 0.139248 0.0854323 0.0690173 0.0574994 0.0104497 0.00847581 0.00456599 12.6455 0.68877
internal_count=2900 839 817 549 244 229 218 186 159 305 50 156 148 147 142 113 268 2061 255 239 53 186 139 122 120 202 113 109 2027 253
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 0 0 2 2 0 1 2 2 2 2 0 1 0 0 0 0 0 0 0 0 2 2 2 2
split_gain=0.0011845 0.0623429 0.0154432 0.00789667 0.0218948 0.0109565 0.02693 0.00785999 0.059827 0.0245901 0.0103028 0.00768222 0.0107178 0.00710393 0.0209766 0.0126817 0.0228954 0.0111589 0.00906484 0.00899658 0.0113471 0.0075212 0.032858 0.0163183 0.00713371 0.00694122 0.00853692 0.00500607 0.00752548 0.00382649
threshold=38.703421923500009 38.592454371550012 38.828362408050005 0.50579323975000012 0.50749977545000013 37.020641110850008 0.47778509625000004 0.50041914915000019 36.514114975300011 36.173488152900006 0.49850303880000008 0.34392682850000006 35.337501601400007 36.625813070500008 37.064694648750013 37.360990606650006 0.52772372085000019 0.37138109635000011 0.51243974730000008 0.52161611930000007 0.52877159370000015 0.54279811980000015 0.54679500610000009 0.55154037305000014 0.52104727400000017 0.52975958800000011 34.997818021800008 37.663157789700008 38.386256906100009 34.394321486900004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 10 11 -1 -13 17 24 -16 -17 -6 -19 -20 -21 -18 -23 -24 -15 -22 29 -25 -29 -27
right_child=2 -3 -4 4 13 6 -8 -9 -10 -11 -12 12 -14 14 15 16 21 18 19 20 25 22 23 27 -26 26 -28 28 -30 -31
leaf_value=0.013327300007898731 0.03433761150021377 -0.10266933425161047 -5.0235876817576386e-05 -0.10362802485698799 0.10029353078083068 -0.0049999507986073144 0.05553281741124616 0.0057688768938026014 -0.10390354512011885 0.10030326063343149 0.041541222025930732 -0.079642918200686405 0.0020889368109955741 -0.10182727758774712 0.032895183270483325 -0.045257810652770063 0.03516028132007095 -0.10033468667211341 0.048902145105255077 -0.1005766916606593 0.10025304680349589 -0.10096498233320356 0.10026354672481785 0.05774113958106078 -0.031524358402832887 -0.023914869240857228 -0.10025926503444747 -0.076003248442357091 0.034851515485826018 0.071650696282577517
leaf_weight=0.044809823937273549 0.13209015398113066 0.05995631238385879 11.542244977077306 0.023337492602877319 0.014415266457945067 0.16298989587385437 0.13384930826578056 0.64305880632309709 0.05779146992994405 0.027469473325567151 0.038793276719843561 0.033594139726183983 0.030712739123892163 0.028681600932031877 0.082533973642482161 0.11760989763066476 0.077733213792583911 0.007418700429298041 0.040470414756725859 0.011746889429879115 0.0072723575867712454 0.026105883996933706 0.022701689507812262 0.0083743973128612703 0.029054448456886699 0.0076784188427728222 0.0074501884848687137 0.01521539578891689 0.010248771136105672 0.0092219368944175747
leaf_count=60 24 12 2156 2 2 36 25 17 10 7 10 38 9 3 30 35 20 6 18 23 1 6 3 17 38 147 60 48 14 23
internal_value=-2.75572e-05 -0.00243027 0.000338848 0.00106321 -0.00885597 0.00569079 0.0222952 6.57384e-05 -0.0156629 0.0134144 -0.00272236 -0.018459 -0.0406081 -0.00463455 -0.0104875 -0.00152553 -0.0117449 0.0185314 0.00561621 0.0149914 -0.0166523 0.0128309 -0.00817117 0.0346738 -0.0664488 0.0145229 -0.0110807 -0.00932921 -0.0313866 0.0282319
internal_weight=13.4546 1.7803 11.6743 1.72034 0.547271 1.17307 0.296839 0.87623 0.233171 0.175379 0.14791 0.109117 0.0643069 0.523933 0.418259 0.360523 0.277989 0.105674 0.0912589 0.0838402 0.0433698 0.160379 0.0826461 0.0565403 0.057736 0.0316229 0.0243505 0.0338386 0.0254642 0.0169004
internal_count=2900 720 2180 708 496 212 61 151 134 124 117 107 47 494 214 173 143 280 278 272 254 108 88 82 41 231 230 79 62 170
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 2 0 2 2 1 2 2 1 2 0 2 0 2 2 2 2 0 1 2 0 1 1 1
split_gain=0.0013298 0.010086 0.00580666 0.0140481 0.00959072 0.0147852 0.00698842 0.0106005 0.00893677 0.00597883 0.00492615 0.0117679 0.00309418 0.00394378 0.00263785 0.00193443 0.0229594 0.00954095 0.014523 0.0365897 0.0126664 0.0124674 0.00789669 0.0301306 0.00676209 0.00346109 0.0410745 0.0350321 0.013831 0.00751853
threshold=36.372781240150012 36.173488152900006 0.42314601355000009 0.42646926740000007 0.49850303880000008 0.49967066855000003 36.072790850000011 35.818873074050011 0.50041914915000019 35.131296350900008 33.151194885250007 0.38906020780000011 35.337501601400007 34.542090938800008 0.38780276035000005 37.858673296900008 0.5025747732000001 38.703421923500009 0.4901499955000001 38.592454371550012 38.828362408050005 38.115457128050004 38.318569170500005 0.54017843775000018 0.36543816055000006 37.186372654950006 0.52266399210000014 0.39458399450000009 0.39724858540000008 0.45280081435000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 -6 7 8 -7 10 11 -10 13 -5 -12 16 24 18 -17 21 -19 -20 -23 -24 -2 -18 -27 -28 -29 -30
right_child=15 -3 3 4 5 6 -8 -9 9 -11 14 -13 -14 -15 -16 17 25 20 19 -21 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=-0.067357005578391985 0.016213461595032081 -0.061209905029302764 0.10038071550282013 -0.017198639977016067 0.10007153834955947 0.10015680535508152 0.074870522383060675 -0.081170924239755263 -0.067957833784048141 -0.057439827753944663 0.063463376165916199 0.077003834923904141 -0.0065615065370428528 -0.074877922796826132 0.0055015081165632855 0.0080639831252573568 -0.0066320763019121851 0.031270080334844845 -0.05544122526757455 -0.10241060102965518 -4.5212782810845178e-05 0.032818764058498179 -0.067040761403897017 0.036705788708561227 0.050873532945012512 0.088369890422813152 -0.10157838398482739 0.10030902236225506 -0.04250684882195304 0.052973665592208813
leaf_weight=0.012149497827160904 0.1203718678865805 0.030428673741712764 0.014062960864976048 0.023518033282395379 0.017314682992946473 0.0091166120255366107 0.011406878821951599 0.016428051055068268 0.01761300318139546 0.016694884994872386 0.017191735329106454 0.0082105802924023856 0.033472251933744701 0.023901944681711029 0.014452284789903607 0.17220589198655245 0.66562755208753976 0.1306249073997322 0.04830626795874271 0.054380697073643347 11.542298000810662 0.056117767051976131 0.053871566155692108 0.058276409848157629 0.105731488414051 0.045545239043349284 0.037791154147456041 0.016522245015949011 0.024140134805053393 0.012526732667547558
leaf_count=53 38 24 2 37 6 3 11 18 9 29 8 113 7 8 68 28 72 24 25 10 2156 29 17 23 8 5 8 2 30 29
internal_value=-2.97919e-05 -0.00703036 -3.08808e-05 0.00363088 -0.00286913 0.0141188 0.000725002 -0.00775753 0.00672436 -0.00476106 0.0105426 -0.0218674 -0.0298401 -0.0462718 0.0369913 0.000111857 0.00427612 -0.000241551 -0.0146436 -0.0290756 0.000305218 -0.0106614 0.00219419 -0.0131301 0.0324214 -0.0036572 0.0108468 -0.0279618 0.0243433 -0.00988724
internal_weight=13.4103 0.265962 0.235533 0.223384 0.209321 0.128429 0.111114 0.0997072 0.0832791 0.0741625 0.0574676 0.0258236 0.0808922 0.04742 0.031644 13.1443 1.02826 12.1161 0.443159 0.270953 11.6729 0.216572 0.168266 0.112148 0.226103 0.802153 0.136526 0.0909803 0.0531891 0.0366669
internal_count=2900 396 372 319 317 265 259 248 230 227 198 122 52 45 76 2504 192 2312 132 104 2180 94 69 40 46 146 74 69 61 59
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 1 0 1 1 1 1 1 1 1 2 2 1 1 2 0 0 2 1 1 1 2 1 2
split_gain=0.00125979 0.0193302 0.0131159 0.0338225 0.0384429 0.0267197 0.00747425 0.0140433 0.0121114 0.00908166 0.0556817 0.0143472 0.019054 0.0352085 0.0162414 0.0236886 0.0177638 0.0140485 0.0117772 0.015353 0.00705312 0.0061301 0.0196185 0.0164027 0.00908713 0.0249731 0.0217503 0.0120483 0.0234422 0.0190769
threshold=0.48543456785000005 0.48368312325000012 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.4901499955000001 0.35877668335000007 0.36501901140000009 0.49967066855000003 0.36597706655000006 0.36730936200000003 0.36998892250000009 0.37668033890000002 0.37138109635000011 0.38398550940000004 0.38733870245000007 40.305698932850007 39.420767558750008 0.38906020780000011 0.38991347565000006 42.049402686800001 0.48181192180000004 0.48140774230000011 41.348489042950007 0.34581299960000006 0.34608245260000009 0.34569324270000007 40.79983011445001 0.35585760905000008 42.297164883650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -2 -4 -5 -6 20 -8 -9 -10 -11 -12 13 -13 16 -16 -14 -15 -17 -20 -7 22 24 -23 26 -26 -1 28 -27 -29
right_child=2 -3 3 4 5 6 7 8 9 10 11 12 14 17 15 18 -18 -19 19 -21 -22 23 -24 -25 25 27 -28 29 -30 -31
leaf_value=-0.00038430549022377579 0.014595458178653637 -0.026386803457434507 -0.048406071542681714 0.047167698605164829 -0.047257108004592818 0.026424124379650884 -0.030088036185736272 -0.03173260559255419 0.012047764766821527 -0.10192738062098344 0.039158662015069789 0.0079269409980203074 -0.0021629955478509916 -0.025318971623272585 -0.048926693110348154 0.025934713992175756 0.042323447526222871 -0.086620265647613534 -0.034026214776250847 0.00065376264493999465 0.0036938204438524448 0.021918415569376001 -0.040228969563016852 -0.0068267977493929868 -0.032413419687191282 0.038328277084714542 0.028210633991076713 0.052350933240726365 -0.10081220063616288 -0.0021833274000431736
leaf_weight=3.7554365601169488 0.63388996299784306 0.28801059233724569 0.14391770263318893 0.17263216612627719 0.1206905318003616 0.19235962177208588 0.16049670354732359 0.1183639170370564 0.61498901032610032 0.053897273084203223 0.093094696405387256 0.16324958746554319 0.16839355957927171 0.067920170859906648 0.098946993987083842 0.17549947487714268 0.1922187436280467 0.083153505027951269 0.13232030971175879 3.6200311293871947 0.47019706940750439 0.4191431421836852 0.12523394724189518 0.37711745395790786 0.29787657440234799 0.021765436324830089 0.28628141006778651 0.09200821335298312 0.027291102470169349 0.21182723808005025
leaf_count=653 30 24 7 12 21 29 31 30 10 21 18 21 19 12 21 24 32 38 10 1560 39 24 14 24 28 17 19 19 36 57
internal_value=-2.78431e-05 -0.00112002 0.000834353 -0.000440501 0.000590049 -0.000642102 0.000236254 -0.000924066 -8.55394e-05 0.000600051 -0.000851922 0.000284238 -0.000485479 -0.0242692 0.00121844 -0.0006023 0.0215498 -0.0590602 0.000615046 -0.000569168 0.0102931 0.000176229 -0.00116717 0.00830438 -0.000124682 -0.0110915 0.00164112 0.00690631 -0.0390783 0.0143309
internal_weight=13.3783 5.90199 7.47626 6.84237 6.69845 6.52582 6.40513 5.74258 5.58208 5.46371 4.84873 4.79483 4.70173 0.314323 4.38741 4.0268 0.360612 0.151074 3.92785 3.75235 0.662557 5.61398 4.81772 0.796261 4.69249 0.650769 4.04172 0.352892 0.0490565 0.303835
internal_count=2900 915 1985 1955 1948 1936 1915 1847 1816 1786 1776 1755 1737 71 1666 1615 51 50 1594 1570 68 891 843 48 829 157 672 129 53 76
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 1 1 1 2 0 0 0 0 0 0 0 0 2 2 0 2 2 0 1 1 1 1 1
split_gain=0.00125031 0.0132756 0.0274897 0.0116197 0.0153268 0.0168423 0.0110021 0.0327341 0.0140251 0.00947051 0.0141058 0.0107884 0.00928835 0.020228 0.0116554 0.00752368 0.00888643 0.00835101 0.00732764 0.00818892 0.0155965 0.0304968 0.0262289 0.0105747 0.00680652 0.00664117 0.0113249 0.0306478 0.020884 0.0805175
threshold=0.34482500525000009 0.47694679800000012 0.34506451900000007 0.48368312325000012 0.48140774230000011 0.47694679800000012 0.34518427590000006 0.35675578575000005 0.35814795965000007 0.34512439750000007 41.348489042950007 0.47727612945000003 0.47778509625000004 0.47868327295000007 0.47943175355000006 0.47305469895000007 0.4588185982500001 0.47512050540000011 0.43563066975000003 48.680511450650009 48.461603274950008 0.39614083410000006 41.678468725050003 48.315732392000008 0.4447920721000001 0.34521421515000011 0.3453339720000001 0.34542378970000004 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=3 2 -2 4 5 15 -4 -8 -9 10 -3 -11 -13 -14 -15 16 18 -17 19 20 21 23 -23 -1 -20 -16 -27 -28 -29 -30
right_child=1 9 6 -5 -6 -7 7 8 -10 11 -12 12 13 14 25 17 -18 -19 24 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0053110808755386348 -0.10192191175553178 -0.0054034884046610865 0.032457532801813169 -0.020870265572455221 0.033739625441925651 -0.021287387442992588 -0.10078182411565138 0.057012132228224759 -0.023748372897164405 -0.026410604233597826 0.023077298747358997 0.016993342158824754 -0.043860206533974253 0.023543432720290931 -0.029548347715705831 0.027438220458542242 -0.02539919018510798 -0.00026923471804900776 0.057969238683128213 0.0034025278438831541 -0.1019196859334677 -0.0053894627064223462 -0.10232216164733675 0.10098200231615202 0.0015172316458447251 0.019793112046612018 -0.038577847119123654 0.023956303997765008 -0.10268737704292469 0.00035891859582883127
leaf_weight=0.014106134454179936 0.037556925632773963 0.2857752121999465 0.049202292451068302 0.28985411208225276 0.1299530443502589 0.36162011976911035 0.038077185721210771 0.037052156686310456 0.051242334646419446 0.15089316952792131 0.44419313724756648 0.33121113514061917 0.10420093474983971 0.21344945378405 0.075929073685979342 0.22124721706495631 0.13762675452375805 0.21399033910282905 0.042592358622641657 0.88304873522906746 0.020352145307697356 0.10169465051189211 0.038476949434533836 0.0278155617415905 0.042841445071644557 0.28424269425158755 0.20626464490965091 0.36138709461601948 0.076548178221854779 8.0521672027820248
leaf_count=123 18 23 10 11 9 42 72 10 54 26 38 24 39 26 11 19 38 23 15 32 3 57 39 1 25 17 19 29 10 2037
internal_value=-2.91094e-05 0.000439307 -0.0242709 -0.00203234 0.000410321 -0.00164687 -0.0076606 -0.0232804 0.0101422 0.000936792 0.0119274 0.000122818 0.000535342 -4.61564e-05 0.000446343 0.00242609 -0.00136213 0.0138155 0.0014631 -0.000756207 -0.0188962 -0.00961689 -0.0319974 0.0652157 0.0296609 -9.80217e-05 0.000150974 -0.000491033 0.000434275 -0.000611469
internal_weight=13.3246 10.7994 0.213131 2.52522 2.23537 2.10541 0.175574 0.126372 0.0882945 10.5863 0.729968 9.85629 9.7054 9.37419 9.26999 1.74379 1.30855 0.435238 1.17093 1.08549 0.202445 0.182093 0.140172 0.0419217 0.0854338 9.05654 8.98061 8.69637 8.4901 8.12872
internal_count=2900 2463 164 437 426 417 146 136 64 2299 61 2238 2212 2188 2149 375 333 42 295 255 223 220 96 124 40 2123 2112 2095 2076 2047
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 1 1 0 2 0 2 1 1 2 2 0 2 1 1 1 1 1 0 0 2 2 1 2 0
split_gain=0.00121014 0.00715412 0.00917563 0.0107507 0.00596957 0.00488212 0.00236758 0.0163367 0.0230179 0.00791859 0.0306761 0.0385777 0.0271297 0.0121106 0.0337736 0.029385 0.00846021 0.0239453 0.00512829 0.00383606 0.0070635 0.00436909 0.00601407 0.00791896 0.00940253 0.00581919 0.00236021 0.0127787 0.0242764 0.0115531
threshold=0.31063441215000004 0.39672464895000009 49.110028829250005 0.39614083410000006 0.30949672165000003 0.30560462260000004 0.31100865245000009 0.31123319660000009 0.39672464895000009 48.988717865950008 0.43447800965000011 48.852845034800005 0.36106703390000006 0.34193587020000005 41.919251152600005 39.788107623550012 0.41155953415000007 39.56957118270001 0.34392682850000006 0.48627286610000009 0.50525433370000017 0.48363821445000005 0.37482410710000008 0.55671985870000007 0.55892039160000018 49.110028829250005 43.740100730350001 0.34527409360000011 43.874475754150005 0.47727612945000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -8 -9 10 11 16 -11 14 15 -12 -10 -18 -15 21 -21 22 -14 -24 -25 -26 -20 -28 -29 -30
right_child=6 -3 -4 -5 -6 -7 7 8 9 12 13 -13 19 18 -16 -17 17 -19 26 20 -22 -23 23 24 25 -27 27 28 29 -31
leaf_value=-0.10014624292656145 -0.0064265192023179431 0.044061717974968148 -0.10144646591313307 -0.10114164683403076 0.10035073816835122 0.035049008898372841 0.035122084795611005 -0.049803359012651711 0.053927265653543416 -0.10283508177836963 -0.045696763414383779 0.10072502875983494 0.078838635912483912 0.016253368728239539 -0.10121197387066856 0.063745534853977021 0.028688363155380859 -0.10224060779266264 -0.00045489640696253831 0.0017453118013416547 -0.10021924974420736 0.045164956683914438 -0.10039742137829047 0.092822006419122388 0.016965560079914437 -0.10018100882488763 0.026109619277668535 -0.056569915570357343 -0.043112527974701158 0.0078410660495639162
leaf_weight=0.0036516306763986215 0.56706266561741259 0.037157057623918632 0.0097138205710507464 0.0067482222802937022 0.010060216300189495 0.0099471276534472963 0.13238980851350746 0.092824010663018153 0.020458786333276011 0.032932748889595728 0.054509325636955874 0.0684692757204175 0.0070059571880847207 0.19669800222618405 0.044615477005208959 0.044611875447071014 0.037091209255628782 0.022406827062473364 10.798934906839621 0.024762978392345758 0.0093626680267320239 0.028115310007706285 0.0095372376505049733 0.0084313595507410355 0.0093423309735953808 0.0077646315561228354 0.21662248321808963 0.072234646501257771 0.047782777576827584 0.6474968213626261
leaf_count=82 12 20 5 1 1 18 12 29 13 9 28 4 2 23 34 18 37 29 1957 33 61 8 63 3 2 43 15 17 23 298
internal_value=-3.22235e-05 0.0124451 -0.0168358 0.0101938 0.0419498 -0.00125454 -0.000105263 0.000178451 -0.000191584 0.000179525 0.000446678 0.0456325 -0.0237065 -0.000106525 -0.0289607 0.00356037 -0.00154477 -0.0206192 0.000239676 0.00127295 -0.0262296 0.0146431 -0.00574906 -0.0226445 0.00639216 -0.0362058 -2.76452e-05 0.00466058 -0.00139317 0.0043393
internal_weight=13.2787 0.0772781 0.040121 0.0304072 0.023659 0.0135988 13.2015 12.6344 12.502 12.4092 12.2719 0.148426 0.137255 12.1235 0.143737 0.0991212 0.0799568 0.059498 11.9798 0.104322 0.0341256 0.0701968 0.0420815 0.0350756 0.0255383 0.017107 11.7831 0.984137 0.767514 0.69528
internal_count=2900 127 107 102 101 100 2773 2761 2749 2720 2496 83 224 2413 80 46 79 66 2333 215 94 121 113 111 48 45 2310 353 338 321
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 2 2 1 0 0 0 2 0 2 0 2 0 0 2 1 0 0 1 0 1 1 0 2
split_gain=0.00129078 0.0218375 0.0307574 0.0113216 0.00670226 0.0219785 0.0509893 0.0232962 0.0434204 0.0214244 0.021108 0.038516 0.0402962 0.0157784 0.0565853 0.0151536 0.0072647 0.0105468 0.00559648 0.00545498 0.00984212 0.00739316 0.00506927 0.0490265 0.0200248 0.0171823 0.0136125 0.0397902 0.0339938 0.0220602
threshold=0.34494476210000008 0.48368312325000012 0.48181192180000004 0.34503457980000002 42.508878681700004 41.43512228960001 0.34479506600000004 40.922041107600009 40.496232821400007 0.3447052483500001 0.47739588635000008 0.4755546241000001 0.47440196400000006 40.166811829450005 0.47814436690000012 39.268993001500007 0.45612406815000006 35.818873074050011 0.4588185982500001 0.39672464895000009 48.988717865950008 0.31728091975000011 0.47760546090000006 0.47778509625000004 0.34506451900000007 0.47868327295000007 0.34536391125000004 0.34545372890000009 0.47739588635000008 41.726652433350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 8 13 18 11 12 -7 14 15 16 17 -1 19 -6 21 -21 26 -24 -25 -26 29 -28 -29 -5
right_child=3 -3 -4 22 9 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.0042621246793719727 0.021107019361383227 -0.026548277350249699 0.055296764481721529 -0.057244794089595964 -0.0022620186077130094 -0.062660358082867892 -0.10614078190099013 0.027510560617007202 -0.079632439920468479 0.035946947961286939 0.051208310329637866 -0.10342268980902417 0.10060912115755359 0.041511421937954006 -0.084177370839167098 0.046452581642966367 0.0058861465686549808 -0.100849861006984 -0.019626835365006107 0.005972917029927324 -0.012119609361361985 0.057665457940345992 0.054715159472633584 -0.057105889866167728 -0.040639989686043321 0.00038884005907293442 0.077968727818596581 0.0029729724855430632 -0.10198348562636675 -0.00065524385555102988
leaf_weight=0.03488709996246353 0.25942659425690706 0.31933239227635102 0.10096937604248513 0.12076485884092178 0.78816051384496821 0.029113104318209793 0.06924244352990172 0.23007677854417352 0.077759332558372307 0.17825387085213162 0.049289648130070418 0.040977247292175889 0.031442932784557343 0.079347905623350812 0.078179287578677759 0.085191312424626631 0.23409926286303673 0.016724768291823011 0.14615363414372451 0.048811395865859808 0.071698313416803217 0.063872885504530075 0.16398208821192284 0.061944214276990262 0.10320460202427639 9.2937196413890977 0.060769198100235539 0.21167714524733808 0.036125435726717114 0.16035964106436015
leaf_count=55 20 13 10 20 92 50 10 21 14 21 6 3 2 9 12 13 32 28 23 24 9 22 10 10 44 2153 10 131 4 29
internal_value=-3.10358e-05 -0.00194919 0.00125149 0.000477003 -0.00106736 -0.00698074 -0.0350995 0.000418777 -0.00986381 0.00374892 -0.00248456 -0.0285499 0.0221152 0.000402765 -0.00686069 0.00943622 -0.00160106 -0.0355613 -0.00138153 0.00136037 0.0168446 0.0352738 -4.7056e-05 0.000504472 -0.000435342 -6.17716e-05 -0.00904707 0.00545484 -0.0123279 -0.0249649
internal_weight=13.2456 2.77358 2.45425 10.472 2.35328 1.05633 0.220065 0.836266 0.606189 1.29695 0.150823 0.101533 0.060556 0.52843 0.449082 0.370902 0.285711 0.0516119 1.1187 0.972543 0.184383 0.112684 10.2125 9.62285 9.45887 9.39692 0.589696 0.308572 0.247803 0.281124
internal_count=2900 469 456 2431 446 255 71 184 163 191 61 55 52 149 140 128 115 83 170 147 55 46 2411 2217 2207 2197 194 145 135 49
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 2 0 2 2 2 1 0 0 0 0 1 0 0 0 2 2 0 1 2 1 2 1 0 2
split_gain=0.00139113 0.00978086 0.00706114 0.034776 0.0344124 0.0196364 0.0258675 0.0275938 0.0167555 0.074756 0.041447 0.0385678 0.0668006 0.0246377 0.0171279 0.0215937 0.015921 0.00919067 0.00900977 0.0152828 0.00747975 0.0279361 0.00912431 0.0206252 0.00615946 0.00571475 0.0603024 0.0189025 0.0141097 0.00958078
threshold=41.322103772800006 41.395309858300003 0.36000419150000007 0.48607826115000008 0.34581299960000006 40.660558922250004 40.21994457600001 0.48414718120000005 40.21994457600001 40.12915366295001 39.749124837650008 0.34515433670000012 0.47976108500000009 0.47943175355000006 0.47694679800000012 0.47470135625000004 0.36501901140000009 0.47796473160000008 0.49967066855000003 0.5025747732000001 38.938637541200009 38.115457128050004 0.47305469895000007 0.34193587020000005 35.818873074050011 0.38573695400000008 39.852039223600009 0.38906020780000011 0.52161611930000007 41.028010303750008
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -6 9 10 13 12 17 14 15 20 -4 -10 -18 -20 21 22 23 24 -1 26 -21 -27 -29 -30
right_child=1 -3 16 -5 5 -7 -8 -9 11 -11 -12 -13 -14 -15 -16 -17 18 -19 19 25 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.01165619546749623 -0.019557792908578418 -0.00026090528979884553 -0.033368500417892563 0.044972643598306633 -0.073899225683816516 0.063962106027002461 0.04959474515311163 0.031736546600003641 -0.015428247358763011 0.087756261383475642 -0.060444750065502442 0.0060967799778311564 -0.070808711045209902 0.044190395924216481 -0.029586280964300916 0.055371190446912681 -0.027811227275899072 0.020425121802800761 0.031573339197751293 0.0081788591671551822 0.017367415922926004 -0.10208716448673544 -0.051030023142100082 0.094471387382290828 -0.052174735005812913 0.033038333430178195 -0.042880099393506843 -0.040353918967329261 -0.0013193718899340763 0.018655942616389296
leaf_weight=0.04157469796133742 0.27425706139104189 6.2144699820419396 0.15118039464109401 0.2021283334279359 0.051513811166737145 0.12087702041026205 0.096277350327000022 0.047556404024362564 0.15468924197793377 0.10177771258167922 0.10951049227651311 0.59626872383996954 0.234008256229572 0.13434124190825969 0.17175703977773082 0.07783449804992415 0.11583683002882494 0.1329424374825976 0.15203688404290039 0.78996257578683093 0.089909767317294609 0.031877050414578889 0.024065298028290272 0.025512531234248431 0.02375558939485245 0.18001836254552506 0.32707970674618991 0.085825485382884259 2.1587877649003877 0.2701606252030343
leaf_count=54 22 1518 36 37 38 10 6 2 28 5 21 40 12 16 17 6 25 14 15 49 12 9 4 17 24 25 29 20 743 46
internal_value=-3.29429e-05 -0.00107652 0.000977869 0.00522854 0.00168343 0.0322835 0.0126815 -0.0231912 -0.00327933 0.00746662 -0.00372536 -0.0112762 -0.0311346 0.00628284 -0.00418948 0.00967911 -0.00150185 0.00114306 -0.000320979 0.000482373 -0.00534623 -0.0192589 0.00371873 0.0182223 -0.0115542 -0.000757706 -0.00677165 0.00173519 -0.000505627 0.000902389
internal_weight=13.1878 6.48873 6.69907 2.46818 2.26605 0.316225 0.195348 0.0990702 1.94982 0.831916 0.730138 1.11791 0.52164 0.620628 0.486286 0.314529 4.23089 0.287632 4.07971 3.96387 0.236695 0.146785 0.114908 0.0908428 0.0653303 3.81183 1.11704 2.69479 2.51477 2.42895
internal_count=2900 1540 1360 372 335 56 46 40 279 185 180 94 54 159 143 126 988 42 952 927 120 108 99 95 78 912 78 834 809 789
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 0 1 0 0 0 2 0 2 1 0 2 0 2 0 2 0 2 2 1 0 0 1 1 1
split_gain=0.00125653 0.0132762 0.0136594 0.0205578 0.0280727 0.0113294 0.0104895 0.00981692 0.00817546 0.0315817 0.00670997 0.0198775 0.0232508 0.0267153 0.0176935 0.0506623 0.021378 0.0147515 0.0171484 0.0213485 0.0182254 0.0140021 0.0153476 0.0328024 0.0213064 0.0399253 0.0107843 0.00666207 0.00522701 0.0274082
threshold=0.42067602765000006 0.54017843775000018 0.54095685760000012 0.4211999641000001 0.54384599265000022 0.4274273225500001 0.54749857790000023 0.41985269900000005 0.54910032635000017 0.55240861050000023 0.53905571685000009 39.788107623550012 0.54511840960000013 41.169697216150006 0.39971857130000005 0.53592706805000012 43.968221017800005 0.52803808270000008 43.633733172900008 0.5317655160000001 40.496232821400007 0.52266399210000014 38.238138001450004 39.420767558750008 0.39024280710000009 0.52428071015000011 0.55671985870000007 0.41808628485000005 0.39051226010000012 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=7 5 -3 -4 -5 -2 -6 10 -8 -10 14 27 -13 -14 17 16 -16 21 19 20 -19 28 -23 -24 -25 -26 -15 -12 29 -1
right_child=1 2 3 4 6 -7 8 -9 9 -11 11 12 13 26 15 -17 -18 18 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00020313150175469818 0.028352146317695715 0.0799064338104917 -0.064934411080131066 0.058667094402288712 -0.029447812098825493 -0.10056096629777633 0.032164129589291816 0.024696497035476949 -0.10097006481278517 0.00027718528963292002 0.036273209926645227 -0.053293544858409994 0.099619141778300724 -0.100587201898233 -0.10053146287686388 0.080100950702223062 0.010646580881489363 0.016525242216980075 0.0083779872460761524 -0.094882657180483818 -0.059693839888117654 -0.032303637270490931 0.059199766438530893 -0.033125183787589017 0.083371620276381175 -0.019242744345950261 0.027668849166270298 -0.0085365547042036815 0.0087581661737989921 -0.02803126096276546
leaf_weight=9.2472169382457636 0.00945234556822723 0.020409980141266604 0.050835378020564925 0.076562019749644716 0.14050324027812156 0.024455235017094387 0.07180533034261305 0.16289985741605129 0.031733092837384791 1.0572865270994358 0.073292422150113029 0.15191428541029239 0.024645989803103063 0.015070478958247036 0.027033942135774036 0.096676866844063625 0.048011184984005695 0.067005142934051132 0.11188126493311756 0.052851076626211579 0.058994440615379062 0.055177483161696794 0.16122854049998914 0.10451364705249944 0.067058177199214697 0.08725153570892985 0.011603868362588532 0.060622406315246541 0.60212225962628352 0.35709107374776827
leaf_count=1254 9 5 9 15 21 76 7 22 16 946 38 33 7 31 33 13 43 22 24 27 28 37 18 24 9 46 30 12 26 19
internal_value=-2.89746e-05 -0.00277041 -0.00132313 -0.00248353 -0.000179487 -0.0646241 -0.00364165 0.000320185 -0.000518142 -0.00267307 -2.56742e-05 -0.0139245 -0.0336344 0.0245591 0.000394814 0.0322457 -0.0294037 -0.000103665 -0.0223286 -0.0415373 -0.0191614 0.000501251 0.0172801 0.0237934 0.0017377 0.0253503 -0.0447933 0.0159881 -0.000280002 -0.000846632
internal_weight=13.1272 1.48304 1.44914 1.42873 1.37789 0.0339076 1.30133 11.6442 1.16082 1.08902 11.4813 0.337149 0.203235 0.0513203 11.1441 0.171722 0.0750451 10.9724 0.290732 0.178851 0.126 10.6817 0.475229 0.420052 0.258823 0.15431 0.0266743 0.133915 10.2064 9.60431
internal_count=2900 1104 1019 1014 1005 85 990 1796 969 962 1774 151 101 68 1623 89 76 1534 101 77 50 1433 134 97 79 55 61 50 1299 1273
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 1 0 1 0 0 0 2 2 0 1 1 0 2 2 0 1 0 2 0 0 0 1 2
split_gain=0.00145215 0.0298599 0.015458 0.0115101 0.00521451 0.018545 0.00923866 0.00604298 0.00485342 0.00525147 0.00803193 0.00644043 0.0143268 0.0067722 0.0209407 0.00468288 0.0148754 0.0276251 0.0247989 0.018114 0.0182667 0.0364595 0.0175098 0.0160211 0.0173891 0.0144891 0.0143753 0.0251566 0.0340769 0.0191357
threshold=39.268993001500007 39.420767558750008 39.530201452500002 39.134693790050008 0.46928235680000008 38.115457128050004 0.42314601355000009 0.33960061075000009 0.47694679800000012 0.35759408400000009 0.49850303880000008 0.50041914915000019 0.50109278165000015 38.703421923500009 38.512991772500008 0.48543456785000005 0.34744468730000005 0.35585760905000008 0.48368312325000012 40.166811829450005 40.79983011445001 0.47976108500000009 0.34515433670000012 0.48271009850000007 41.061442884200012 0.47739588635000008 0.47997065955000012 0.47778509625000004 0.34569324270000007 41.558544840500012
decision_type=2 2 2 2 2 2 2 2 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 -1 -8 -6 -10 -11 -12 -13 14 -14 16 18 -18 19 22 21 -21 -4 24 -22 -19 27 -26 -29 -28
right_child=1 2 15 -5 8 -7 7 -9 9 10 11 12 13 -15 -16 -17 17 25 -20 20 23 -23 -24 -25 26 -27 29 28 -30 -31
leaf_value=-0.071845459277370349 0.037967359343259288 -0.0273390142687737 -0.00182498571035415 -0.026860938297325637 0.018127017506770812 -0.10086996327577723 0.043193532788491411 -0.018729746513837475 -0.0197883007467465 0.024088443655415473 -0.025124267980745664 0.039418168644982321 -0.0038338842151369292 0.005091727444382679 -0.072888545836412952 0.0026883587683972756 0.07732034147183714 0.026083621405912367 -0.034768065928947454 -0.0064523639311806092 -0.031002681985478155 0.047988262679810663 -0.04694525270867668 -0.029199256196411696 0.0012631210338459916 -0.033042321533498488 0.03173262245637639 -0.044324135711900969 0.02112256015121667 0.0024683463538244864
leaf_weight=0.014381625811773463 0.20870241398370026 0.2063122513789758 0.17987989084377698 0.17509059462255994 0.14695079199482997 0.023332292397533871 0.036971175781218342 0.027468287956379366 0.13456193372258018 0.13622327902695586 0.10483445527370383 0.089486676617526073 1.0528504459443855 0.87114654935417601 0.045825540422811506 4.5084331167429879 0.066733727578568991 0.099380017769210127 0.23218358861049626 0.26841931602665114 0.17687201978209266 0.22709433891577646 0.16481061466026858 0.2034248235868289 2.0834648444940944 0.071096807424879671 0.30810694902902447 0.28722163093252406 0.11003762615314372 0.81316924898727549
leaf_count=68 24 24 20 24 16 14 19 35 25 24 15 6 503 61 18 1296 9 45 18 31 20 12 22 13 372 17 16 56 22 55
internal_value=-2.69156e-05 0.000530634 -0.000250161 -0.00201898 -0.000398437 -0.0225577 0.000624035 0.0167978 0.000478304 -0.000586816 0.000536391 -0.000946107 0.000284745 -0.00149304 -0.00671414 0.000320102 -0.00169754 0.0227767 -0.00284608 -0.00130917 0.000391236 0.0184978 -0.0233988 -0.00186175 -0.000390113 0.00142534 0.00111308 -0.00313413 -0.0261959 0.0105097
internal_weight=13.0745 10.2153 10.0066 2.85912 2.68403 0.102153 0.0788211 0.0644395 2.58188 2.43493 2.30037 2.16414 2.05931 1.96982 1.09868 9.80033 5.2919 0.237211 5.05468 4.8225 4.47781 0.495514 0.344691 3.9823 3.77887 0.170477 3.602 2.48072 0.397259 1.12128
internal_count=2900 2072 2048 828 804 136 122 54 668 652 627 603 588 582 521 2024 728 71 657 639 597 43 42 554 541 62 521 450 78 71
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 0 1 0 1 2 2 2 2 1 0 1 2 1 1 0 2 0 2 0 2 2 2 2 1 0
split_gain=0.00133786 0.012639 0.0049469 0.00666967 0.0140158 0.0139815 0.0114898 0.011169 0.0170956 0.00695433 0.0156524 0.00979058 0.00965663 0.0155435 0.00443634 0.00419214 0.00389934 0.00357916 0.00987869 0.00322576 0.00305925 0.0147365 0.00678677 0.00207297 0.00346091 0.0020395 0.00854081 0.00751599 0.0152001 0.0275001
threshold=0.56369569775000017 0.56501302355000016 38.938637541200009 42.654057868200006 42.508878681700004 0.57600071855000012 0.43887907550000005 0.58859016195000013 0.44805544745000009 42.428475018400007 42.406961525800007 41.811877919650009 41.792045663550006 0.44751654140000008 0.62406814170000013 0.48363821445000005 37.272044000450002 0.50663153795000015 0.52041855035000018 0.56167480015000015 47.480720532750006 0.6166282446500001 45.673096293200011 0.62406814170000013 37.186372654950006 43.411469133450005 43.245737185650007 44.157169339850007 0.36000419150000007 0.48607826115000008
decision_type=2 2 2 2 2 2 2 2 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 16 4 5 6 -4 8 -5 10 11 12 13 -7 -15 -16 23 20 -19 25 22 -22 -9 24 -3 26 -1 28 29 -27
right_child=1 2 3 7 -6 9 -8 17 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00016954451665514988 -0.045715919492149981 -0.043615167972586258 0.052659628392519246 -0.10057829360035386 0.056277079079046881 0.080583654632902402 -0.0028343472264642493 0.028882002506433652 -0.0086973314674000969 -0.10120336749445387 0.10032225174424809 -0.10056619630822645 0.10022484375885243 -0.10053077298638989 0.099654293025680019 -0.10020739090940381 -0.10025856148881956 -0.10058183272467894 0.0078196718155485803 0.015870369498306613 0.067648314770123202 -0.024880260435330124 -0.025728320374670235 -0.10017653083302679 0.093336904374005936 0.016842298841313479 -0.023900054472007506 -0.001264467700450442 0.035626260654391971 -0.038333876767458398
leaf_weight=10.062516704232172 0.066606346056861221 0.0041906405671289461 0.060834501317003797 0.029337568140897385 0.058434649500100022 0.008502261351168286 0.096481913731167879 0.041847894365446336 0.065377576790609737 0.01263663348782984 0.0092484382912516594 0.018087945204436906 0.0064653847366571418 0.017792475862398391 0.0024189739294513393 0.0018537470034330483 0.0085798196750059876 0.011501246762273709 0.031245328889248469 0.13018327397674134 0.039141151477582348 0.030722836005566023 0.049883784882695181 0.0019037591796302331 0.0032969846345860532 0.33520041100674958 0.15398567447743872 1.360705550477793 0.18970489721616346 0.12365164668881334
leaf_count=1499 22 109 9 40 15 4 41 36 41 8 1 39 1 72 4 50 66 28 97 34 25 23 15 89 4 66 37 356 56 13
internal_value=-2.47596e-05 -0.00435521 0.000162585 0.00173213 0.0124617 0.00153517 0.0186253 -0.00877141 -0.037157 -0.0333784 -0.0200634 -0.0402623 -0.0108081 -0.0342929 -0.0785576 0.012943 -0.0515245 0.00438567 -0.0213465 0.000212299 0.0111925 0.0269587 -0.000815149 -0.00700186 0.0166882 4.55674e-05 -0.000527217 0.002958 0.011817 0.0019734
internal_weight=13.0323 0.676392 0.609786 0.591814 0.292757 0.234322 0.157316 0.299057 0.0947151 0.0770059 0.0643692 0.0551208 0.0370328 0.0305675 0.0220652 0.00427272 0.0179712 0.204342 0.0427466 12.3559 0.161596 0.069864 0.0917317 0.00939138 0.00748763 12.2258 10.2165 2.00926 0.648557 0.458852
internal_count=2900 839 817 549 244 229 50 305 81 179 171 170 131 130 126 54 268 224 125 2061 99 48 51 202 113 2027 1536 491 135 79
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 0 1 2 1 2 2 1 1 0 2 1 0 0 1 0 0 0 1 0 1 0 2 0 2
split_gain=0.00137644 0.0136586 0.0125552 0.0126497 0.0278765 0.0170184 0.0410616 0.0398153 0.0204292 0.010178 0.00700896 0.0203149 0.0164328 0.047536 0.0373198 0.0303085 0.0282296 0.0196978 0.0202279 0.011349 0.0364184 0.0157091 0.0284582 0.0112088 0.00915948 0.0167182 0.00676232 0.0196692 0.0069267 0.0265738
threshold=0.52803808270000008 0.52898116820000018 0.52266399210000014 38.238138001450004 39.420767558750008 0.39024280710000009 0.52324780695000006 0.39458399450000009 41.468518788800004 0.39135055835000004 40.823855932350007 40.712530798250008 0.42067602765000006 0.41917906650000009 0.53781323915000012 42.072181850200003 0.40105086675000007 0.54317236010000014 0.54511840960000013 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 0.3982365797500001 0.54749857790000023 0.42440346100000009 0.54384599265000022 40.621691032550004 0.55820185025000013 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 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 -8 -9 -3 11 19 13 14 23 -16 -17 -14 -19 -11 -21 -22 -23 -12 -20 -26 -24 28 29 -28
right_child=1 9 3 4 5 6 7 8 -10 10 12 -13 17 -15 15 16 -18 18 24 20 21 22 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00028381110851579284 -0.053315180993967849 -0.035419522589764135 -0.02899854847141331 0.05554308829020297 -0.029539309964434324 0.098518026113849716 -0.10091159927159087 0.077682557550765238 -0.023424413204017513 0.046046279475461339 -0.0038441624983663637 -0.087324202222152619 -0.060481171234865565 0.082230888719861506 -0.10271299724173158 -0.052004180639351631 0.050432948563554993 0.085628794422166421 -0.036997260986894438 -0.10069104125440811 0.024697160732530282 -0.084021098561641028 0.045815667197059234 0.053495573537105615 0.060338543762965463 -0.0021579151577170918 0.0042531157433638852 -0.10163716133946971 0.010473990636373363 -0.076286685810072044
leaf_weight=10.164095308174561 0.051157853589750668 0.083192353763721694 0.054595217516788364 0.15714069758663385 0.10244386918770942 0.049482517881366359 0.0341654712590298 0.040715755002224796 0.03924846395697941 0.043032588310552677 0.04907562600095608 0.030298972783626255 0.055254961646571843 0.097792456654133275 0.044326009065507321 0.058053361438652473 0.050135331121694743 0.027400266175391153 0.067564766359282658 0.039161517033228677 0.1724761645949684 0.047304426938808319 0.026889046857832055 0.11165683967919904 0.045324238228204194 0.76961612924346101 0.18419650925574393 0.020477382396407506 0.23883676569502249 0.052684273561474981
leaf_count=1355 34 25 38 18 24 9 31 5 44 9 38 16 22 14 14 37 35 5 7 33 35 12 5 23 15 484 86 9 407 11
internal_value=-2.41268e-05 -0.00220579 0.000460901 0.0163032 0.0221474 0.00242294 0.0224357 -0.0105508 0.0280567 -0.00107623 0.000204088 -0.0069046 0.00462239 0.0213669 0.00236583 -0.0330683 -0.00453416 -0.00250871 0.00101172 -0.00395132 -0.00670254 -0.00174776 -0.00974427 0.0359883 -0.00161549 0.00131793 -0.00302714 -0.00567396 -0.0015432 -0.0136596
internal_weight=13.0078 2.36591 10.6419 0.477792 0.423197 0.266056 0.163612 0.11413 0.0799642 2.31475 2.23156 0.855358 1.3762 0.41104 0.313247 0.152515 0.108189 0.96516 0.909905 0.825059 0.782026 0.742865 0.570388 0.160732 0.882505 0.81494 0.523084 0.496195 0.475718 0.236881
internal_count=2900 1376 1524 169 131 113 89 80 49 1342 1317 623 694 161 147 86 72 533 511 607 598 565 530 61 506 499 518 513 504 97
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 0 1 0 2 1 2 1 1 1 1 1 1 0 2 1 0 1 0 0 1 1 2 1 2
split_gain=0.00130376 0.0251036 0.0141425 0.0111393 0.00536296 0.0103562 0.00401229 0.0122243 0.0209222 0.014992 0.0465772 0.0370088 0.0135109 0.0112529 0.0665021 0.0151445 0.0308307 0.0649538 0.0266402 0.0150829 0.0141306 0.0216768 0.0214423 0.0374729 0.0164669 0.028256 0.0454923 0.0214261 0.0784526 0.043596
threshold=39.268993001500007 39.420767558750008 39.530201452500002 39.134693790050008 0.45612406815000006 0.31810424840000007 0.48543456785000005 0.34744468730000005 0.48368312325000012 40.337496327150006 0.34515433670000012 40.532725462000009 0.35675578575000005 0.34500464060000008 0.34521421515000011 0.34587287805000005 0.34632196640000007 0.3465914194000001 0.4901499955000001 39.685256516350002 0.34829795515000012 0.49588335680000006 0.35675578575000005 0.50109278165000015 0.50482021495000018 0.37668033890000002 0.37138109635000011 40.08085804200001 0.39024280710000009 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 8 9 10 -4 -11 -9 -8 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -26 28 -27 -29
right_child=1 2 6 -5 -6 -7 13 12 -10 11 -12 -13 -14 14 15 16 17 18 19 20 21 22 23 24 25 27 -28 29 -30 -31
leaf_value=0.010854006753403459 0.035167529413250125 -0.02648633310397084 0.010153138003613485 -0.026605666351149772 0.00028160225417150019 -0.081839007577146849 -0.017095324065892672 0.057821504199055067 -0.032058285807330042 0.069473878842253714 -0.05446048045697769 -0.00059276260808617445 0.0051369942586930121 0.10120707249251473 0.025200297807657521 -0.044944097321513922 0.10107272914790476 -0.036408431583127773 0.048217443090128903 0.026056311359336268 -0.036325440162576418 0.032640526533178012 -0.077454497560547786 0.036976959274774956 -0.0031325989686639337 0.10071165642883642 -0.10204563899572741 -0.057361697889449496 -0.012000965530569001 0.0029011251234723435
leaf_weight=0.025280516469270924 0.20474622222900407 0.20065187117144745 0.25166625225986816 0.17169772669838312 2.6185902441715032 0.023036734483118 0.27369264387078818 0.069465813942947707 0.22959828392231418 0.076738495129120454 0.20040397472837412 4.2726999093429763 0.16264754438274842 0.068981835735030361 0.26757973725034423 0.14312494202749837 0.065475867770146912 0.18482287872774383 0.070873989789151159 0.22083478982676785 0.15704415738448085 0.20951048622919222 0.061922954405019826 0.12295437112493379 0.1418854499048624 0.097596594132483783 0.06916320305907675 0.12773698683544665 0.16814826784436487 1.9938248506865308
leaf_count=32 24 24 28 24 698 74 10 11 18 11 25 575 60 3 16 7 6 24 16 16 14 33 20 31 32 6 36 27 57 942
internal_value=-2.32404e-05 0.000508278 -0.00020787 -0.00191701 -0.000327536 -0.0333402 0.00033525 -0.00153303 -0.00256818 -0.00115803 -0.0184903 0.000643445 0.0209042 0.00254735 0.00383611 0.00219886 0.000593942 0.00235938 0.000577036 0.00256331 0.00160334 -0.000111078 0.00178927 -0.000533088 0.00121725 -0.000474906 -0.0355476 0.00262568 0.0293935 -0.000727235
internal_weight=12.9524 10.1138 9.90905 2.83861 2.66691 0.0483173 9.70839 5.26322 5.03111 4.80151 0.45207 4.34944 0.232113 4.44517 4.17148 4.1025 3.83492 3.69179 3.62632 3.4415 3.37062 3.14979 2.99274 2.78323 2.72131 2.59836 0.211049 2.38731 0.265745 2.12156
internal_count=2900 2072 2048 828 804 106 2024 728 657 639 53 586 71 1296 1286 1283 1267 1260 1254 1230 1214 1198 1184 1151 1131 1100 68 1032 63 969
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 2 1 2 2 1 1 2 2 1 2 1 2 2 2 0 0 0 2 2 2 2 2 0 0 2
split_gain=0.0014973 0.0111293 0.0104099 0.00868744 0.0498087 0.022662 0.0271402 0.0260834 0.0252448 0.0247375 0.0228234 0.0157073 0.0409014 0.047349 0.0250037 0.0209861 0.0593821 0.0125799 0.0459718 0.0287194 0.0192921 0.026636 0.0138193 0.016838 0.0104231 0.0115998 0.0127424 0.00850111 0.0102397 0.0189018
threshold=0.3459626957000001 0.48607826115000008 0.34632196640000007 39.468990633150007 0.34512439750000007 40.380906245900007 0.34515433670000012 40.79983011445001 41.395309858300003 0.3453938505000001 0.34515433670000012 41.558544840500012 41.726652433350004 0.34569324270000007 42.34047585750001 0.34545372890000009 43.874475754150005 41.872669623500009 42.428475018400007 0.47577916830000005 0.48101853240000009 0.47796473160000008 42.718072821900002 43.57842012870001 48.919835655300012 44.527357125550004 48.680511450650009 0.47694679800000012 0.46928235680000008 38.115457128050004
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 6 -5 -7 9 10 -9 -10 -13 15 -15 17 -17 -14 19 -19 21 22 -20 -24 25 -25 -27 28 29 -1
right_child=2 -3 -4 5 -6 7 -8 8 11 -11 -12 12 13 14 -16 16 -18 18 20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0049558926202656235 -0.016530008159899186 0.014894109569716818 -4.4503474459054643e-05 -0.0042172516637669173 0.10034491139173957 0.026519789144624398 -0.048539335091741083 -0.024333241019487833 0.027649616836758852 -0.045520820521760479 0.017950839416324069 -0.0521288288948265 0.024987748431905887 0.055013271928865806 0.0094387053502932583 -0.10234566600954453 0.015401768910303227 -0.0087548318865807873 0.033379041405604347 -0.10168560294166021 0.034798001958156626 -0.045832741525888475 -0.033089499534323955 0.042112139952779237 -0.0044541379112079012 -0.020221056366600473 0.020581015074440621 -0.036500832649813401 0.022311904768415804 -0.10071429813855746
leaf_weight=0.074237609970458085 0.4058359526838301 0.53725612534884692 6.8181435340689545 0.40670581896989677 0.057178572491173141 0.37273956390416874 0.20923286026959431 0.29029523900370113 0.23536793536288803 0.22384716595479404 0.22783940601152608 0.13899605827271022 0.18475884600570713 0.23722073412500311 0.24441220848478018 0.076097496054758351 0.097973496352210532 0.061739606387022472 0.13153793086338605 0.072079285148447525 0.16286631774867633 0.12399568895166435 0.14224032494482775 0.1183031564378324 0.67002603256779791 0.12091060505139062 0.2085686712525785 0.05603340599918738 0.15672047430416569 0.021927601288698639
leaf_count=90 37 27 2076 32 14 31 25 31 24 19 13 19 16 11 29 37 9 31 31 24 15 22 74 44 28 47 7 9 15 13
internal_value=-1.63677e-05 0.00120136 -0.000970643 -0.000234384 0.0146096 -0.00137659 -0.0192734 0.00128488 -0.00121071 -0.0177412 -0.00573966 0.00284113 0.000749549 0.00352024 0.0318857 -0.00277232 -0.0360731 0.000130342 -0.00240385 -0.0588104 0.00209332 -0.00142116 0.00253608 -0.000683653 0.00343997 0.0152521 0.00560768 -0.00125937 0.00654929 -0.019139
internal_weight=12.8851 5.66111 7.22398 5.12385 0.366098 4.75775 0.615939 4.14182 3.76908 0.741982 0.518135 3.02709 2.79173 2.65273 0.481633 2.1711 0.174071 1.99703 1.81227 0.133819 1.67845 1.51558 1.39159 1.26005 1.11781 0.447782 0.329479 0.308919 0.252886 0.0961652
internal_count=2900 787 2113 760 141 619 57 562 531 63 44 468 444 425 40 385 46 339 323 55 268 253 231 200 126 98 54 127 118 103
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 1 1 1 2 1 1 0 0 0 2 2 2 2 2 0 1 2 1 0 1 2 2 2 2
split_gain=0.00142538 0.0312245 0.00832411 0.0375295 0.0241867 0.0120018 0.0419367 0.0224486 0.0151739 0.012981 0.0543655 0.0541326 0.0389556 0.0133391 0.0107254 0.010175 0.0206088 0.0142296 0.00688271 0.00872769 0.00685833 0.00860239 0.00662018 0.00580009 0.0600941 0.02492 0.0289206 0.0380311 0.0342113 0.0271407
threshold=41.322103772800006 41.348489042950007 0.35585760905000008 0.34632196640000007 0.48543456785000005 41.261521012900012 0.34554354660000003 0.34536391125000004 0.34524415440000006 40.21994457600001 0.3447052483500001 0.3447052483500001 0.47814436690000012 0.47612346935000005 0.48077901860000011 38.938637541200009 37.511241581900002 37.186372654950006 41.43512228960001 41.532441862050007 0.49588335680000006 0.36501901140000009 35.131296350900008 0.34548366815000003 0.48607826115000008 0.34560342505000002 41.558544840500012 41.678468725050003 41.792045663550006 41.872669623500009
decision_type=2 2 2 2 2 2 2 2 2 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 14 6 7 8 9 11 -11 12 13 15 -4 16 17 22 -3 -20 -6 -22 -1 24 -21 -25 -27 -28 -29 -30
right_child=1 18 4 -5 20 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 23 21 -23 -24 25 -26 26 27 28 29 -31
leaf_value=0.036528429838142057 -0.064245593794722208 0.016280651915960825 -0.019836645011107688 0.054645187003971474 0.033679593034987687 0.026879018099122381 -0.037122623620077219 0.041238301359010188 -0.02081297290947489 0.03056889931334443 -0.0291792931252726 0.052049557597774056 -0.08184526096119854 0.045015765425122353 -0.10126234678065325 0.023031972017573035 -0.050808889811908564 0.083369501177048971 -0.019078226937364634 0.00029344219120119213 -0.025633455830597465 -0.0002783815779341984 -0.037527237196277166 0.049359210125703906 -0.064230016788957872 0.06112515654848967 -0.051939793569973504 0.057588842268682786 -0.043204119621346453 0.0018102880283009139
leaf_weight=0.019290043038539928 0.077310375294773581 0.24065245104911248 0.031077949204401434 0.14773795291516867 0.057364071265055716 0.18451397767057631 0.26063139772304555 0.16318566047630145 0.24088294141331568 0.2653781134098594 0.35737574349717249 0.25737798195561318 0.059151176770683378 0.070086853578686714 0.033738313384610752 0.089237814962757511 0.091186975711085694 0.024025643899221905 0.25478418512512835 2.1165949086624489 0.13851740906829935 3.9376598364515676 0.032256973291161728 0.10937837192453459 0.154907197296552 0.077833156611350041 0.13798709128816744 0.10582606104175907 0.14031635792589048 2.9486820769336664
leaf_count=52 11 22 37 42 14 9 24 17 25 32 28 30 10 4 9 15 23 5 33 369 23 939 22 19 8 7 32 23 19 997
internal_value=-1.86578e-05 -0.00108085 0.00102768 0.0059175 -0.00160724 0.00251308 0.0001837 0.00600794 0.00219112 0.00657032 -0.00371841 0.0165411 -0.00718234 0.0063614 -0.0622205 -0.00422137 -0.0188054 0.0198104 -0.000304114 -0.000964213 -0.000656786 -0.00114 -0.00981396 -0.000167331 -0.0041068 0.00237484 0.000868065 -0.000539155 0.00168088 -0.000234471
internal_weight=12.8249 6.36427 6.46068 2.26232 4.19836 2.11458 1.93007 1.66944 1.50625 1.26537 0.622754 0.642613 0.385235 0.326084 0.0648163 0.255997 0.16676 0.0755727 6.28696 6.04631 4.13354 4.07618 0.051547 5.79153 2.2715 3.52002 3.41064 3.33281 3.19482 3.089
internal_count=2900 1540 1360 338 1022 296 287 263 246 221 60 161 131 121 46 117 102 79 1529 1507 976 962 74 1474 377 1097 1078 1071 1039 1016
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 1 0 0 0 2 1 1 0 0 2 0 0 1 1 1 2 2 1 1 1 0 1 1 0
split_gain=0.00145352 0.0107194 0.025734 0.0253438 0.0251319 0.0327698 0.0138017 0.011283 0.0286248 0.00697407 0.00643595 0.00575383 0.0181908 0.0110619 0.01381 0.0107793 0.00786953 0.0125478 0.0307727 0.0303499 0.0385585 0.0184769 0.0212153 0.0116059 0.0431594 0.0389692 0.0135557 0.0104396 0.0436585 0.0194897
threshold=0.47727612945000003 0.34512439750000007 41.755948821900006 0.34536391125000004 0.34500464060000008 0.47648274005000008 0.34524415440000006 0.46594413340000007 0.47706655490000011 0.47778509625000004 40.982542372850013 0.3447052483500001 0.3447651268000001 0.47868327295000007 0.47905751325000007 42.131954243650007 0.47943175355000006 0.48101853240000009 0.34494476210000008 0.34515433670000012 0.34521421515000011 41.726652433350004 42.852084787850011 0.34527409360000011 0.34542378970000004 0.34545372890000009 0.48181192180000004 0.34581299960000006 0.34587287805000005 0.48414718120000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 -8 -9 -2 -5 -11 -13 15 -15 -14 -16 21 -19 -20 -21 -18 -23 -22 -25 -26 -27 -28 -29 -30
right_child=9 2 6 10 -6 -7 7 8 -10 11 -12 12 13 14 16 -17 17 18 19 20 23 22 -24 24 25 26 27 28 29 -31
leaf_value=0.00099975378599738429 0.011183637330325333 -0.10409886850397282 0.051206032820988567 0.023266598359914237 0.04740050930082873 -0.056278566731496962 0.021620567081438821 -0.10087559097809783 0.025571656816473595 0.012430630396269352 -0.04342644421130798 -0.035520456650126965 -0.052833660956238829 0.030723217183867991 -0.0230836584568677 0.0079242751019885978 0.026723933990562346 -0.050509338066014223 0.045236262140488315 -0.10002656878167215 0.027980079967738009 -0.02871826765845515 0.01861783786260587 -0.062082615496113852 0.10053874239931003 -0.020153446283887155 -0.016133284499020944 0.055827248763780049 0.028828627679774722 -0.0009895125272534448
leaf_weight=1.63366076180433 0.57382114711799559 0.057292926007333538 0.045743577536086377 0.028767471891099773 0.10713291236805966 0.10638805514079486 0.053868299066366448 0.036559578542213311 0.035082564137155714 0.35081588964149624 0.02911236006548279 0.14696158049628039 0.076853452121894317 0.14708259017788705 0.14738353321808872 0.047092904267355351 0.4172266990526613 0.12336621969006856 0.14448022079886769 0.039133247220887735 0.14036757033318181 0.17957373806279975 0.20027966122142971 0.11411179259448534 0.038261256428086088 0.34006606878534729 0.36888420192553883 0.14293652749620367 0.22665264763067217 6.6681556491767244
leaf_count=376 41 14 10 42 12 24 33 48 11 35 10 6 30 19 12 23 36 10 11 4 5 28 13 12 4 23 24 7 16 1961
internal_value=-1.71314e-05 -0.00239915 -0.0203993 -0.0569497 0.000391973 -0.00250229 0.00418186 -0.0129566 -0.0389554 0.00046082 -0.0102786 -0.000150828 -0.00060544 -6.88146e-05 0.000320967 -0.0297489 -0.000160327 0.000209173 -0.000935622 -0.000191893 -0.00100435 0.0121966 -0.00376006 -0.000522341 -0.00102883 -0.000133908 -0.000631134 0.000265208 0.00112474 -9.30247e-06
internal_weight=12.7671 2.13361 0.286427 0.115173 1.84718 1.74005 0.171254 0.12551 0.0716421 10.6335 0.0578798 10.0597 9.70887 9.56191 9.43796 0.123946 9.29088 9.1435 8.34642 8.22305 8.07857 0.79708 0.379853 8.03944 7.89907 7.78496 7.7467 7.40663 7.03774 6.89481
internal_count=2900 580 168 66 412 400 102 92 59 2320 52 2279 2244 2238 2185 53 2166 2154 2077 2067 2056 77 41 2052 2047 2035 2031 2008 1984 1977
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 2 1 0 0 1 0 0 1 1 2 2 1 1 0 2 0 0 2 0 1 1 0 2 2
split_gain=0.00129037 0.0214935 0.0228483 0.00703065 0.00760863 0.0438528 0.0414709 0.0261674 0.0246282 0.0231214 0.0228668 0.037058 0.0222338 0.0356153 0.0603844 0.0213058 0.0160688 0.0403325 0.0433089 0.0154167 0.0341752 0.0467524 0.0382799 0.032556 0.0108332 0.0114278 0.0120774 0.0152892 0.00893879 0.00774592
threshold=42.297164883650005 42.428475018400007 0.49588335680000006 42.233786329550007 0.48119816770000007 0.48077901860000011 42.049402686800001 0.3447052483500001 0.47997065955000012 0.48414718120000005 0.34515433670000012 0.47886290830000006 0.48759019190000008 0.34744468730000005 0.36000419150000007 41.21013581150001 41.348489042950007 0.34521421515000011 0.34536391125000004 0.47760546090000006 41.395309858300003 0.47706655490000011 0.47694679800000012 41.558544840500012 0.47470135625000004 0.33960061075000009 0.32144247180000002 0.4447920721000001 40.532725462000009 41.840895355800008
decision_type=2 2 2 2 2 2 2 2 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 -6 10 15 19 16 -11 -14 -15 -9 17 -12 -19 20 22 23 24 -22 25 26 -1 -28 -21 -16
right_child=1 -3 -4 -5 6 -7 -8 9 -10 12 11 -13 13 14 29 -17 -18 18 -20 28 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0096390013089964009 -0.056328892229391782 0.00048538168008089216 0.00065649434631476916 0.026833218692558676 0.036501178888259954 0.044490519525106687 -0.044157406372542382 0.0030773475706022246 -0.034644229336686649 0.023514400738744376 0.054032892053786988 0.05701493591292596 -0.042695366453555615 0.059959760523601725 -0.0017330937785409524 -0.030840914256841351 0.02838799084796087 -0.10327525152916868 -0.0018827929785914352 -0.0031039052161114748 0.056184374967609321 0.083422727568912697 -0.059322510526994901 -0.063451780447607672 0.040195924690718532 -0.019989694885777055 0.088285064808229272 -0.0079817351255571014 -0.031713802404944681 0.024793129622796228
leaf_weight=0.072678890492838738 0.14227095817186963 3.824907760281782 0.13920318207520133 0.10155368016286281 0.19173270574538026 0.25429135287413362 0.21888980539859293 0.30985134020025373 0.18251155463281055 0.41712347623012114 0.067548269638791625 0.18496111499189283 0.19252646982931754 0.16849869507313986 4.2571682490709941 0.46033129461375211 0.15658681994545987 0.063507463597595681 0.12513690008225076 0.19720512436470017 0.039468730661610607 0.11045357584953308 0.11671962623950094 0.053684937103733787 0.074959470191970468 0.16598386030656676 0.040361381665091373 0.027904063150700154 0.24472893023971665 0.11300569694152596
leaf_count=46 22 1144 22 22 9 16 39 24 25 26 5 19 13 30 1050 25 30 16 61 18 7 6 8 41 7 43 31 25 26 44
internal_value=-1.86023e-05 -0.00147722 -0.0281467 0.00067711 0.000364898 0.00546194 -0.00138967 0.000142418 0.000304682 -0.00103544 0.00396656 0.0198183 0.00138205 -0.000569233 0.00121772 -0.0171953 0.00315097 -0.0122741 -0.0360167 -0.00431491 0.00489379 0.0394164 -0.00920358 -0.0127626 0.00611471 -0.00220877 0.018731 0.0489352 -0.0189472 -0.00104717
internal_weight=12.7158 4.10638 0.281474 8.60937 8.50782 2.17869 6.32913 6.11024 1.9244 5.91851 1.74189 0.597741 5.14832 4.7312 4.53867 0.770183 0.412779 0.256193 0.188644 1.14415 0.702215 0.203607 0.498607 0.0931537 0.381888 0.306928 0.140944 0.0682654 0.441934 4.37017
internal_count=2900 1188 44 1712 1690 430 1260 1221 414 1212 389 131 1163 1137 1124 49 112 82 77 258 214 54 160 48 152 145 102 56 44 1094
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 1 1 2 2 2 0 1 1 1 0 0 1 1 2 1 0 0 2 1 0 1 2 0
split_gain=0.00140631 0.0273109 0.0080481 0.0150968 0.0149591 0.0162995 0.0147747 0.0101117 0.0179412 0.012587 0.018213 0.0286496 0.0126957 0.010847 0.00989781 0.0203775 0.0226164 0.0200274 0.0194632 0.0145988 0.035347 0.0281898 0.0138546 0.0196536 0.0127589 0.0122204 0.0237836 0.0150971 0.0117115 0.0396126
threshold=41.322103772800006 41.348489042950007 41.134354310300004 41.028010303750008 40.922041107600009 40.79983011445001 41.21013581150001 0.39078171310000004 0.39388042275000007 40.337496327150006 40.21994457600001 39.945535567850008 0.52266399210000014 0.34545372890000009 0.39513787010000007 0.39904493880000008 0.51589772760000019 0.53592706805000012 0.40621538280000008 0.42829556000000008 40.036761086100007 0.42892428370000008 0.55671985870000007 0.55980359870000018 39.039757512550004 0.46208197360000008 0.56323163980000013 0.46613873835000008 39.56957118270001 0.54095685760000012
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 -9 10 11 12 -1 -11 -10 24 -17 -18 -19 20 28 -21 -23 -24 -16 26 -25 -27 29 -20
right_child=1 -3 6 -5 -6 -7 -8 8 14 13 -12 -13 -14 -15 15 16 17 18 19 21 -22 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.0014582253327958838 -0.062170273504410206 -0.00036498127526869532 0.034098371049119065 -0.027350282563384856 0.030037690241033928 -0.032448325933245946 0.0010933059754953381 -0.059062969323119822 0.043136806889761931 0.0040918413368438459 -0.022120468123734281 0.03675984723072228 0.020756079900461133 0.032464211498373495 -0.013721461775134371 0.097722053701746928 -0.10046777988692619 0.06846907822965495 0.044003110084849924 0.10023880859196233 -0.07530270703617431 -0.03693331633012345 0.066839966823325658 -0.10130940401666143 -0.10116872148500088 0.079809065277522434 0.00081415233114289984 -0.036944082329987006 0.022737280470076848 -0.066180801809336207
leaf_weight=2.9087870039892674 0.072331154562383371 6.1961180873208042 0.2016119745958348 0.19679833122710899 0.1700201816874588 0.1512876454140758 0.41442783874747402 0.065179865946201176 0.041217442457678999 0.29240664700925467 0.31564371168292371 0.23396620637418042 0.28223257645720412 0.24991225048779597 0.031529179790823036 0.021872530202236118 0.021538848838829949 0.036586764186381515 0.05494565431354205 0.029928806377938599 0.089582173776102891 0.08168427826533603 0.049733728957676249 0.027205505561141791 0.035438330112810945 0.033081065982941027 0.14098016403201846 0.016649383560032122 0.10796065405133959 0.080332382127512633
leaf_count=357 11 1529 22 34 24 36 44 29 15 28 21 33 34 31 31 13 26 11 11 4 21 43 17 13 12 16 121 254 15 44
internal_value=-1.42612e-05 -0.00107815 0.00103061 -0.000130034 0.000831759 -8.78502e-05 0.0118949 0.000844957 -0.00840002 0.00292893 0.000864761 0.00298306 0.000506539 0.0171664 -0.00473199 -0.00702875 -0.00255045 -0.005398 -0.0026629 -0.00631765 -0.0216024 0.00709544 -0.000884517 0.0101172 -0.0599974 -0.00282825 -0.0157052 0.040721 -0.00182516 -0.0214276
internal_weight=12.651 6.26845 6.38254 5.7665 5.5697 5.39968 0.61604 5.2484 0.965447 4.28295 3.74063 3.42499 3.19102 0.542319 0.900267 0.859049 0.792082 0.770209 0.748671 0.712084 0.332821 0.379263 0.349334 0.26765 0.0669675 0.217916 0.168186 0.0497304 0.243239 0.135278
internal_count=2900 1540 1360 1294 1260 1236 66 1200 696 504 445 424 391 59 667 652 609 596 570 559 91 468 464 421 43 404 134 270 70 55
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 1 1 2 1 2 0 0 1 0 1 1 2 2 2 1 2 1 1 1 1 1 1 0 1
split_gain=0.00127235 0.00925092 0.0142233 0.0301109 0.0273451 0.00670913 0.00631897 0.0205684 0.0151924 0.0258256 0.00368585 0.00949207 0.00702378 0.0105356 0.00979998 0.00633844 0.0141477 0.00362787 0.00361241 0.00353559 0.0153773 0.0338807 0.0311201 0.0323911 0.028479 0.0443132 0.0180942 0.0148444 0.0136006 0.0171311
threshold=0.47727612945000003 0.47577916830000005 0.34500464060000008 0.34512439750000007 41.755948821900006 0.47778509625000004 0.3447651268000001 0.34458549145000011 43.968221017800005 0.35675578575000005 38.938637541200009 0.47305469895000007 0.47305469895000007 0.32600820335000008 0.42646926740000007 0.31123319660000009 0.31100865245000009 39.646013290900008 41.289992964000007 42.654057868200006 0.38398550940000004 43.061965423550006 0.34581299960000006 0.34527409360000011 0.34744468730000005 0.35814795965000007 0.37982395740000008 0.39135055835000004 0.50749977545000013 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -2 7 10 9 -8 11 -1 13 14 15 16 -12 -15 -11 -7 22 -22 23 -21 -24 -26 28 -23 -27 -30
right_child=5 2 3 4 -6 19 8 -9 -10 18 12 -13 -14 17 -16 -17 -18 -19 -20 20 21 27 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0007170831521761433 0.011099173236294634 -0.036275145254409523 0.042815451160008781 -0.068837485888781857 0.017834609087162171 -0.0010533396195991898 -0.10068048596032404 0.051210961005314554 0.023741591575504654 0.041384920349696534 -0.0037827642776503342 -0.062824960084883266 0.021571371404460277 -0.011971562066919711 0.028470802818400538 -0.019488907222859883 0.032625252308152546 -0.050855211603505625 -0.015081110962716793 0.020649749546598296 -0.095517530829125397 -0.0516346402407174 0.048389181464587108 -0.030675602738032298 -0.034415309327744191 0.04977790655178288 0.085258783419793358 0.0024552277320309115 0.039748553571912405 -0.052929643310538101
leaf_weight=0.10349282867654097 0.55856977749499392 0.18495987305126854 0.099681019331910647 0.07812306869084297 0.068161988681883653 8.1336004749829822 0.042436700165265406 0.083613155643433745 0.052642525291503262 0.018251319946731959 0.64150821504082667 0.032283576263580471 0.15834993323323954 0.045334193040616699 0.12348100198869361 0.161989908182818 0.12803298381066952 0.050975501678319546 0.029875480762187934 0.22006673606379157 0.041787943530527394 0.055810248787629746 0.29175371102928693 0.27865414281512102 0.15334841444996528 0.073353230562133831 0.055562928451649896 0.55824176029819106 0.037298619281500578 0.042867588660030265
leaf_count=92 41 33 8 10 45 1515 60 10 11 28 134 6 12 6 27 24 7 39 28 26 54 20 29 28 23 23 12 504 3 42
internal_value=-1.45973e-05 -0.00225962 -0.0153245 0.000429875 -0.0284523 0.000435051 0.00110705 0.00298827 -0.0189793 -0.0438121 0.000198788 -0.0154845 0.00182471 -0.000891202 0.00199906 -0.00150996 0.00227465 -0.0325522 0.00633273 -0.000164069 0.00383482 -0.00839018 0.0107891 -0.00802766 0.0251342 0.00641409 0.0363598 -0.00246092 0.0186619 -0.00980962
internal_weight=12.6041 2.10319 0.430926 0.245966 0.146285 10.5009 1.67227 1.52906 0.143206 0.0905635 1.44545 0.135776 1.30967 1.15132 1.05501 0.931531 0.769541 0.0963097 0.0481268 9.94235 1.80875 0.65584 1.15291 0.498721 0.654184 0.362431 0.209082 0.614052 0.153519 0.0801662
internal_count=2900 580 96 63 55 2320 484 357 127 116 347 98 249 237 192 165 141 45 56 2279 764 578 186 54 132 103 80 524 68 45
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 1 0 1 0 0 2 1 2 2 2 1 0 1 2 2 2 0 0 1 0 0 0 0 2
split_gain=0.00160667 0.0236655 0.00684803 0.0293415 0.0847291 0.0176917 0.0606024 0.0775095 0.0598024 0.0592166 0.0393336 0.0216993 0.0548605 0.0219642 0.015787 0.0320134 0.0566009 0.0142292 0.0568355 0.0141135 0.0161274 0.0140277 0.0124744 0.044927 0.0556599 0.0122789 0.0620614 0.0207545 0.0104814 0.0175739
threshold=41.322103772800006 41.348489042950007 0.48661716715000009 0.48218616210000004 42.131954243650007 0.34530403280000005 0.34587287805000005 0.48851830785000006 0.34692075085000007 0.4901499955000001 0.49128768600000011 41.621607100200002 0.39658992245000008 41.811877919650009 42.178283198950005 42.686561923500008 0.34545372890000009 0.48119816770000007 0.34515433670000012 41.468518788800004 41.755948821900006 42.448133449100006 0.49588335680000006 0.49678153350000009 0.34829795515000012 0.50041914915000019 0.50300889195000009 0.50482021495000018 0.47997065955000012 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 14 -5 -4 -7 -8 -9 -10 -11 12 -12 -13 17 16 21 18 19 -3 -21 -16 -15 -24 -25 -26 -27 -28 29 -17
right_child=1 2 5 4 -6 6 7 8 9 10 11 13 -14 22 15 28 -18 -19 -20 20 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=0.0011069553743823103 -0.059033530104805457 -0.041928970407624853 -0.037984694555319186 -0.067257810480146854 0.0077992972261498837 0.073207574598138939 -0.11113302693468514 0.082989331958159981 -0.10937599390251551 0.079869573341858416 0.097115716122911713 -0.072442818118295102 -0.022075417229830273 -0.027053377645183049 0.024754140767574182 -0.023005362475447592 -0.10211010303638189 -0.0082833613641078423 0.041922778411882661 0.027852826727579213 -0.03278756106326737 -0.031596650047885026 0.071810693731840819 -0.10439464997486209 0.03752021793020275 -0.10609455136838418 0.079785306828958846 0.0018218148557180966 0.01913441988049602 0.0029035185012148551
leaf_weight=6.3333504209853269 0.069852412939448771 0.11777197600895428 0.098044110681428598 0.25522378275491053 0.3661946765095081 0.12468127370812032 0.059402597008358149 0.093248934543226247 0.047390602529049253 0.065611760597676372 0.076700421160239229 0.043143811309214741 0.077772640724253161 0.15756817773205556 0.086572726408936984 0.33104017986079703 0.088112200786603978 0.2737246390315704 0.42592505823677129 0.10521248915631531 0.075206119303766528 0.090205981165915716 0.08819110138574604 0.05091799687943388 0.091095718411307369 0.053375989299432436 0.035088644383733825 1.2698531961806603 0.26040944775360597 1.2517060221510328
leaf_count=1360 11 8 6 20 27 6 12 5 1 4 14 33 33 18 25 157 35 12 43 21 36 31 4 4 17 13 19 764 26 135
internal_value=-1.46117e-05 -0.00115492 -0.000498533 -0.00319197 -0.0230275 0.0036293 0.00537734 0.00154947 0.00466284 0.00111161 0.0037175 0.00114691 0.0371065 -0.00195765 0.000776687 -0.00412841 -0.0366352 0.0111392 0.0184812 -0.0150019 0.00257534 -0.00400033 -0.000216042 0.002446 -0.00163133 0.00197875 -0.000404843 0.00391818 0.000543327 -0.00251547
internal_weight=12.5626 6.22924 6.15939 3.72731 0.621418 2.43209 2.33404 2.20936 2.14996 2.05671 2.00932 1.94371 0.154473 1.78923 3.10589 2.10805 0.264891 0.99784 0.724116 0.298191 0.180419 0.176779 1.74609 1.58852 1.50033 1.44941 1.35832 1.30494 1.84316 1.58275
internal_count=2900 1540 1529 576 47 953 947 941 929 924 923 919 47 872 529 409 91 120 108 65 57 56 839 821 817 813 796 783 318 292
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 0 0 1 0 0 1 1 0 2 2 2 1 0 2 1 0 0 0 1 0 1 0 2 1
split_gain=0.00165041 0.0166185 0.020715 0.00748125 0.00657638 0.055182 0.0461948 0.0829036 0.0139395 0.015324 0.0131434 0.0110006 0.0513974 0.0248323 0.0230596 0.0331521 0.027042 0.0150151 0.0323571 0.0210244 0.0425147 0.084086 0.0422614 0.0317419 0.0282002 0.0127476 0.0554759 0.0436018 0.0446138 0.0343145
threshold=42.297164883650005 42.428475018400007 0.49588335680000006 42.448133449100006 41.872669623500009 0.34500464060000008 0.4942366995000001 0.4992664890500001 0.42552618185000007 0.50482021495000018 0.48181192180000004 0.34548366815000003 0.34560342505000002 0.48607826115000008 41.811877919650009 41.678468725050003 41.558544840500012 0.34515433670000012 0.47997065955000012 40.21994457600001 0.3447052483500001 0.47796473160000008 0.47961138885000004 0.47796473160000008 0.32272985840000007 0.48320409570000006 0.34632196640000007 0.48181192180000004 40.79983011445001 0.35675578575000005
decision_type=2 2 2 2 2 2 2 2 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 10 -8 9 -9 -7 13 -13 17 15 16 25 19 -19 22 23 -22 -1 24 -21 27 -27 28 -14 -28
right_child=1 3 -4 -5 5 6 7 8 -10 -11 -12 12 14 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.00085595781987464991 -0.053789277652314331 0.030649841908930883 0.001998563633831477 -0.00062393171487514106 -0.054033590927868649 0.020139774665334082 -0.10713848965148282 0.039914277896149444 0.048375813433001021 -0.046886302422725373 0.054487574758380224 -0.072811131476962401 -0.065572777301252647 0.042731653079807343 -0.043839114868655396 0.053329341255144706 -0.046231307495633672 0.037705891576375099 -0.0048348485701312166 0.029819819180677207 0.011861770528389779 -0.067462488434595694 0.081722677626475032 0.050994304370763993 -0.059377565087259311 -0.05395440546054836 0.044110526877313254 0.074939214593864198 0.028307793182756842 -0.0010529841467929819
leaf_weight=0.49185136307725963 0.13279335556928051 0.07811139440900694 0.13344330865726306 3.6884948056548486 0.11756187865243717 0.20229518476639896 0.069717198610305786 0.036726584425196052 0.092795557870292811 0.045581619647236948 0.2479620472950046 0.10230014851185831 0.079102025247709373 0.16764454657095473 0.12408312797791055 0.1130978652404292 0.1311402670304006 0.32698513227366133 0.39452464878559113 0.069283710786280039 0.25237406690175135 0.28402272738230749 0.074401235178811476 0.14263183988259698 0.072569921593125031 0.19353108201175917 0.17525611475684844 0.097215236977945096 0.14058128139004111 4.1958472062716643
leaf_count=146 22 11 22 1133 39 30 2 6 39 37 12 17 59 11 11 31 32 39 22 25 18 24 10 12 17 9 29 7 15 1013
internal_value=-1.79172e-05 -0.00168205 -0.0258273 2.46198e-05 0.000777143 0.00932906 0.0200459 -0.0149153 0.0218032 -0.00815518 0.0390555 -0.000133872 -0.00261038 0.00568906 -0.00124243 -0.000211263 -0.00141927 0.00274404 0.0144444 -0.00334185 -0.0135669 -0.0301405 0.0114812 0.0176825 -0.0158121 -0.000215411 -0.00156187 0.0191791 -0.00549606 0.000757813
internal_weight=12.4739 4.03284 0.266237 3.76661 8.44108 0.81264 0.695078 0.244821 0.175104 0.0823082 0.450257 7.62844 5.35215 2.27629 5.24985 5.12577 5.01267 2.10864 0.72151 1.38713 0.820882 0.536397 0.566253 0.284485 0.141854 4.88153 4.56463 0.316899 0.219683 4.3711
internal_count=2900 1188 44 1144 1712 165 126 84 82 43 42 1547 1223 324 1206 1195 1164 313 61 252 96 42 156 54 42 1132 1051 81 74 1042
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 1 1 1 0 2 1 2 2 2 2 0 1 1 1 0 1 1 0 0 1 2 2 1
split_gain=0.00144971 0.0219402 0.00686378 0.0249406 0.0756094 0.0164236 0.048697 0.0150988 0.0122807 0.0338234 0.0252209 0.0230379 0.0220036 0.0187085 0.0248042 0.0121455 0.0220836 0.0607351 0.0139652 0.0481772 0.0210987 0.0140693 0.0116168 0.0447997 0.0102672 0.0381024 0.0474227 0.0158471 0.0188363 0.0332598
threshold=41.322103772800006 41.348489042950007 0.48661716715000009 0.48218616210000004 42.131954243650007 41.902916368500009 0.54475913895000005 0.43706775245000007 0.34581299960000006 0.34569324270000007 0.48101853240000009 42.207998345450008 0.35759408400000009 41.590548329450009 41.811877919650009 41.919251152600005 42.428475018400007 0.47470135625000004 0.34542378970000004 0.34506451900000007 0.3447052483500001 0.47739588635000008 0.34548366815000003 0.34566330350000002 0.49588335680000006 0.49678153350000009 0.34829795515000012 42.102795028150005 42.406961525800007 0.39513787010000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 -4 -8 9 13 11 -10 -13 -3 -15 -16 17 -17 19 20 -18 -21 -7 -24 -25 -26 -27 -28 29 -29
right_child=1 2 5 4 -6 22 7 -9 10 -11 -12 12 -14 14 15 16 18 -19 -20 21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.0010465245864744741 -0.057152802412950912 0.024607247151533684 0.042805251492469887 -0.064671630675600889 0.0072839937805940849 -0.034668405582962983 -0.067719887274340571 0.0081331064276157893 0.02979403966656188 0.035873833277457107 -0.050334954670809819 -0.042069847490529583 0.018575437792288815 -0.04466892846587231 0.03555793517154765 0.055458761100600842 -0.0018733475204353038 -0.10186454765827183 0.027597288920003373 -0.020038576035754496 0.033946885902672468 -0.079702470645960241 0.10079802012486493 -0.017696986433428978 0.068037314080726136 -0.10367179400818534 0.036758263370056068 -0.10556389821398751 0.0026144563874765264 0.0025346844600221304
leaf_weight=6.2919932831631211 0.069081241227040624 0.25820102773377795 0.29864217928263725 0.24452021671459068 0.36255556863335414 0.092459428187851134 0.062108235298271808 0.045442315729722238 0.15433055529547357 0.28504743683607348 0.13649920387251768 0.15845680214158242 0.09611777031824964 0.13948730563379275 0.086921708776642848 0.037823639737442183 1.1190996842862495 0.069865343407037983 0.16643694426979982 0.068562242851529898 0.19275987391074512 0.093315074748268501 0.044482018798589595 0.29961204755600723 0.083957110822666325 0.043844237545272002 0.11958603305190063 0.046197349531212129 1.1526309007249287 0.074144939328673942
leaf_count=1360 11 25 45 20 27 6 16 38 16 19 10 39 34 23 14 28 176 33 32 26 32 22 2 38 4 4 43 15 706 36
internal_value=-1.85491e-05 -0.00111675 -0.000475118 -0.00318169 -0.0216986 0.0037283 0.0220267 -0.0356704 0.000488375 0.00343562 -0.0131157 -0.000691342 -0.0191725 -0.000706174 -0.00401674 -0.000926202 -0.00274057 -0.0466078 0.000139626 -0.00296131 0.00338995 -0.0544322 -6.98582e-05 0.0016459 -0.000777476 0.00255679 -0.00127051 0.00195355 -0.00131608 -0.0389625
internal_weight=12.3942 6.10219 6.03311 3.67 0.607076 2.36311 0.406193 0.107551 3.06292 2.51752 0.545404 0.408905 0.254575 2.23247 1.97427 1.83478 1.74786 0.107689 1.64017 1.47374 1.31186 0.161877 1.95691 1.86445 1.81997 1.52036 1.4364 1.39256 1.27297 0.120342
internal_count=2900 1540 1529 576 47 953 99 54 529 430 99 89 73 411 386 363 349 61 288 256 208 48 854 848 846 808 804 800 757 51
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 2 2 2 2 1 1 0 1 0 1 2 1 2 1 1 1 1 2 0 2 0 0 0 2
split_gain=0.00141816 0.0105629 0.00452118 0.00427568 0.0135177 0.0111041 0.00986977 0.0162714 0.00995967 0.0259219 0.0126946 0.0112206 0.00941261 0.0160737 0.00909072 0.00772047 0.010376 0.0151085 0.0117405 0.0101136 0.00555476 0.0029899 0.0089577 0.00285647 0.0037598 0.00257604 0.0125745 0.00564662 0.0021176 0.034144
threshold=0.56369569775000017 0.56501302355000016 0.56167480015000015 42.654057868200006 42.487106141350004 0.43033142720000012 42.428475018400007 42.406961525800007 40.922041107600009 40.742467179200005 0.43887907550000005 0.47383311875000006 0.58859016195000013 0.44805544745000009 0.59219783840000007 0.45051046375000009 39.468990633150007 0.45393850480000009 40.580626202750004 0.43808568605000003 0.46419268885000003 0.50663153795000015 0.52041855035000018 39.134693790050008 0.62406814170000013 47.480720532750006 0.6166282446500001 0.60665848330000005 0.55754318735000019 41.558544840500012
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 7 8 9 15 -10 -12 13 -5 -13 19 17 -17 -18 -7 -19 25 -23 24 -22 27 -27 -14 -1 -30
right_child=1 3 -4 12 -6 6 -8 -9 10 -11 11 14 21 -15 -16 16 18 20 -20 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00017181354916516857 -0.042628112606458594 0.098663695262508427 0.01920596613125921 -0.10052732982848225 0.050909767361332028 0.0053387969616304279 -0.10117197166934669 0.1002566564842484 0.0075834650492891467 0.097372425104210639 -0.1007283987184323 0.09039812023646969 -0.022816241224651358 -0.008615594552482321 -0.10011234897370694 0.089409655458218884 -0.10102729889502371 -0.10022210946619184 0.053530238556656833 -0.10113128724255281 0.06262017558545889 -0.10053057442508895 0.0062743746254059936 -0.10016421047110868 -0.10015043588822524 0.063219059039720166 -0.023278786418535646 0.027584864989222243 0.032067115065493833 -0.070959873452004163
leaf_weight=11.410807178031305 0.065559446871291782 0.010391404412313204 0.1242330989905448 0.026839053635395071 0.05912300369882928 0.016488560690989928 0.010619373362715123 0.014409825205802917 0.035215102128859144 0.025735338865374047 0.034004167452001965 0.0065164155832462267 0.052575886050135523 0.065371005401175353 0.0040685777246752541 0.022972484699266712 0.014790482346960454 0.0072305531382225773 0.0073607434171663036 0.019441030186314507 0.0079469249317805045 0.010493205628839597 0.031204605705630328 0.0019135057980577122 0.0017276011261305501 0.037283637384632584 0.030600891081860482 0.038509899430778205 0.074167735237623655 0.056803058982186627
leaf_count=1971 22 6 34 40 18 20 6 2 5 18 26 8 23 41 61 8 46 37 14 30 83 28 97 10 114 25 23 28 23 33
internal_value=-2.38959e-05 -0.00453932 0.000230941 -0.000327213 0.00806452 -0.00245376 -0.00701352 -0.0024648 -0.00967082 0.00788075 -0.037296 -0.0727403 -0.00892172 -0.0353678 0.0171712 -0.0151798 0.00566188 0.0349896 -0.0496686 -0.0522708 -0.0314428 0.00323067 -0.020603 0.0114733 0.0335539 0.00948222 0.0242277 -0.0015073 2.66977e-05 -0.0126165
internal_weight=12.3244 0.658393 11.666 0.592833 0.299955 0.240832 0.230441 0.219821 0.205411 0.125607 0.0798043 0.0445892 0.292878 0.0922101 0.010585 0.0998719 0.0639423 0.0417911 0.0221512 0.0359296 0.0188186 0.200668 0.0416978 0.011588 0.00967453 0.15897 0.0678845 0.0910858 11.5418 0.130971
internal_count=2900 839 2061 817 512 494 488 482 480 380 100 95 305 81 69 362 312 252 60 50 244 224 125 207 197 99 48 51 2027 56
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 2 2 2 0 1 0 2 1 0 2 0 0 0 1 1 0 0 1 1 2 0 2 1 0
split_gain=0.00120996 0.0110779 0.0183473 0.00673138 0.020148 0.00907948 0.00696384 0.0105097 0.0247482 0.0178777 0.0215451 0.0180174 0.0182987 0.00950412 0.00744028 0.00625966 0.010719 0.00524637 0.00533587 0.0152136 0.00398528 0.00367717 0.0034759 0.00255645 0.00820165 0.00231089 0.011129 0.00555793 0.00213147 0.00190517
threshold=0.56369569775000017 0.4355408521000001 0.56704889075000009 38.703421923500009 38.771633980050005 0.56639022785000004 39.468990633150007 42.406961525800007 42.654057868200006 0.57161462230000015 0.43887907550000005 0.57507260265000015 40.878805547300004 0.47536001915000009 0.59219783840000007 40.742467179200005 0.57703362175000017 0.58859016195000013 0.56859076075000015 0.48363821445000005 0.49091344570000006 0.56167480015000015 0.62406814170000013 0.50663153795000015 0.52041855035000018 47.480720532750006 0.6166282446500001 45.673096293200011 0.43672345135000007 0.65092362505000012
decision_type=2 2 2 2 2 2 2 2 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 20 -5 -6 -7 9 -9 -8 -11 -12 15 -14 -15 16 -13 18 -10 -20 28 -1 -22 25 -25 27 -27 -19 -3 -26
right_child=1 3 -4 4 5 6 7 8 17 10 11 12 13 14 -16 -17 -18 23 19 -21 22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=2.3319736461790763e-05 -0.1012081869117769 0.0036537650444638144 0.014463107067132995 0.10037226865846989 -0.046639980991018223 0.047487442607984293 -0.10126337959044102 0.061289282539774219 0.0084137776785561946 0.10024704884515803 -0.10110923719950481 0.10018599540468812 -0.10047082849885912 0.092532301998724198 -0.10010022284170537 0.09802248400193761 -0.10029014208226472 0.025845057801469579 -0.1004941276895292 0.0056767576906996201 0.085307671431356591 0.017350552306817164 -0.10014017337427228 -0.10048001011603983 0.055836305351900123 0.061393219171839312 -0.021062287370776686 -0.023919209577924993 -0.10026372446707832 -0.0065207422697504992
leaf_weight=11.538202626325685 0.029331721185049342 0.0023492318068747175 0.025751633084661663 0.019994517825466573 0.041762354649961198 0.031399960354349388 0.025399499842023901 0.068838624429901074 0.028185028349980712 0.015688104089349508 0.023597805005181272 0.0053524831309914589 0.017000908656152891 0.0058888363524737253 0.0030402344659229835 0.016993946742516641 0.0053157498011633386 0.041062444851490909 0.025938648064045111 0.028136589032925485 0.0030308690843522477 0.12379123350638188 0.0015163641229075367 0.009499180360386994 0.0060877461359893905 0.035399719409156205 0.030447687243338351 0.049493949545194482 0.012350601512213498 0.025104964924282491
leaf_count=2027 17 5 30 4 11 38 13 25 5 3 11 1 18 6 63 12 50 35 38 23 28 34 95 28 15 22 23 15 123 82
internal_value=-2.40387e-05 -0.00427865 -0.0471315 -0.00020096 0.00179886 -0.00185348 0.00190329 -0.00116515 0.00758312 -0.026919 -0.00658789 -0.028301 0.003758 -0.0565953 0.0269434 0.060332 0.000293071 -0.0056511 -0.0268637 -0.045251 -0.0583479 0.000207247 0.0234664 0.00320223 -0.0191258 0.00901135 0.023266 -0.0013538 -0.0836563 0.00564921
internal_weight=12.296 0.633959 0.0550834 0.578876 0.559629 0.539634 0.497872 0.466472 0.348195 0.118278 0.0928781 0.07719 0.0535922 0.02593 0.00892907 0.0276622 0.0106682 0.279356 0.0822603 0.0540752 0.0192471 11.662 0.00454723 0.197096 0.0406919 0.156404 0.0658474 0.0905564 0.0146998 0.0311927
internal_count=2900 839 47 792 541 537 526 488 311 177 164 161 150 87 69 63 51 286 66 61 251 2061 123 220 125 95 45 50 128 97
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 2 1 2 2 2 2 2 0 2 2 1 1 1 1 2 1 0 1 0 1 1 1 0 1
split_gain=0.00125133 0.0123331 0.0168657 0.00784512 0.0063028 0.0113235 0.00836866 0.0301828 0.020128 0.00848812 0.00696761 0.022786 0.0152668 0.00451554 0.0355504 0.0312795 0.0213061 0.0183648 0.0445938 0.0279894 0.0248705 0.0429121 0.0378191 0.0283724 0.040167 0.0200163 0.0505535 0.0297235 0.0142827 0.017881
threshold=42.297164883650005 42.428475018400007 0.49588335680000006 42.233786329550007 42.448133449100006 42.487106141350004 42.599563320500003 0.34744468730000005 42.654057868200006 42.674081447500008 42.737166331000005 42.773538294100007 42.871500973550006 0.48119816770000007 41.966555987550002 42.049402686800001 0.3447052483500001 0.34482500525000009 0.3453339720000001 0.34569324270000007 41.726652433350004 0.34581299960000006 0.49811382890000006 0.42067602765000006 0.56167480015000015 0.34587287805000005 0.34632196640000007 0.35675578575000005 0.47997065955000012 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 13 -3 -6 7 -7 -8 -10 -11 -12 -13 14 28 16 -15 -18 -19 -20 21 -21 -22 -24 -25 -23 -27 -28 29 -1
right_child=1 4 -4 -5 5 6 8 -9 9 10 11 12 -14 15 -16 -17 17 18 19 20 22 25 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0030602096053266989 -0.048149053078310591 0.02856574905019248 0.0035583535641982565 0.028986008709539424 -0.042247889136122617 -0.019857475145526042 -0.049470880772810422 0.043926281865472351 0.030286340228209349 -0.022949494210639909 0.055967877535414184 -0.043130180672029256 -3.9547743440081421e-05 0.034134538536301426 0.049066090851636497 -0.039943914972958572 -0.033445667600252534 0.052961010992337465 -0.035147631975357307 -0.070809199950720422 0.046380786361877542 0.044189699731748154 -0.067417893176183782 0.085563559982398396 -0.040242895411956442 -0.054930976840879657 0.041448185030395462 -0.0011046849797840019 -0.0192907633366226 0.019443384849472358
leaf_weight=1.0777910864429046 0.1290399166806967 0.075500740992538673 0.12341044546012547 0.096741494303432485 0.064209516290845037 0.13173398387094293 0.084656309641611194 0.16983526331432586 0.089536838890964865 0.13751793416895219 0.071191046418803139 0.084689894762052353 2.820279076861234 0.18032360519282509 0.16392032266036238 0.1997662273268509 0.16704734414815892 0.15574378572637204 0.23392891640469304 0.088621304370462783 0.26763472510356234 0.097834735293872543 0.062761107467927957 0.047273093368858099 0.054794599685134449 0.17061352971359145 0.17079188941170276 4.2214198589893712 0.30518940720253329 0.52512979961684747
leaf_count=239 22 11 22 22 22 23 22 32 11 33 11 33 946 9 36 39 7 15 17 6 14 5 24 9 32 7 30 1046 33 122
internal_value=-2.42402e-05 -0.00148124 -0.0228719 0.00067577 -3.3175e-05 -0.000624157 0.000120427 0.0160637 -0.00134192 -6.99417e-05 -0.000942866 7.39831e-05 -0.00129579 0.000341389 0.0043762 -0.00102499 0.000288571 -0.000774993 0.000204569 -0.0013126 0.000214877 -0.0018757 0.0231734 -0.0145088 0.0180249 -0.000564943 -0.00152456 0.00054999 0.000537022 0.00431215
internal_weight=12.2689 3.9816 0.25245 8.28733 3.72915 3.65365 3.58944 0.301569 3.28787 3.20321 3.11368 2.97616 2.90497 8.19059 2.07203 6.11855 5.91879 5.73846 5.57142 5.41567 5.18174 4.74928 0.432464 0.164829 0.102068 4.66066 4.56283 4.39221 1.90811 1.60292
internal_count=2900 1188 44 1712 1144 1133 1111 55 1056 1034 1023 990 979 1690 430 1260 1221 1212 1205 1190 1173 1094 79 65 41 1088 1083 1076 394 361
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 1 1 1 1 1 0 1 2 2 2 1 0 1 2 1 1 0 0 0 0 1 2 2
split_gain=0.00154665 0.0193759 0.00706013 0.0232028 0.0606244 0.0123846 0.0411202 0.0123154 0.0111444 0.0260288 0.0198447 0.0164459 0.0163664 0.0161438 0.0160214 0.0108824 0.0204691 0.0139334 0.0199726 0.0151635 0.0202912 0.00946369 0.0253959 0.0518742 0.0357025 0.0272763 0.0308368 0.0416418 0.015973 0.0140197
threshold=41.322103772800006 41.348489042950007 0.48661716715000009 0.48218616210000004 42.541806567400009 41.902916368500009 0.54475913895000005 0.43706775245000007 0.34587287805000005 0.34608245260000009 0.34569324270000007 0.34545372890000009 0.47886290830000006 0.35759408400000009 41.590548329450009 41.792045663550006 41.941595803500007 0.34506451900000007 0.47778509625000004 0.3447052483500001 43.022303514600004 0.34548366815000003 0.34692075085000007 0.4901499955000001 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.34829795515000012 42.102795028150005 42.406961525800007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 -4 -8 10 -10 11 14 13 -11 -3 -16 -17 19 -19 20 -18 -7 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 2 5 4 -6 21 7 -9 9 12 -12 -13 -14 -15 15 16 17 18 -20 -21 -22 22 23 24 25 26 27 28 29 -31
leaf_value=0.0010788597304802064 -0.05395969574150658 0.025449653030636968 0.039660618836370572 -0.05274439733162567 0.010871427799893259 -0.031323121788236902 -0.06527445825696572 0.0053398779678894004 -0.044205593274191976 -0.05689064919980702 0.024557491677498381 -0.032488187167105637 0.034780870313330138 0.009115189078394351 -0.031221122924715738 0.051510883762486984 -0.043671142291502513 0.0053719542352363694 -0.052811539103756522 0.026355351095657106 0.0015978318083912152 0.049349605909556164 -0.10765469653511882 0.076873436714858037 -0.045887775833204483 0.06356317965813657 -0.10317364326555606 0.038155582563649766 -0.034532335229685997 0.0024029607893113585
leaf_weight=6.2505738435810416 0.068733486418482204 0.24763877968018877 0.28355462886281679 0.30286007330869313 0.29641675517723343 0.089155581923705429 0.057126857678348131 0.043508467096392001 0.17627449266225348 0.058854231963522241 0.36039174297307841 0.15203708271361094 0.11047762451198651 0.10003869644761387 0.1165989534489994 0.07478706294951365 0.10925520497699803 0.11511461233645759 0.12102461077890325 0.21329127995591091 1.0565632223648114 0.10681271739304055 0.04434629048276395 0.061231258325278648 0.12446579057140361 0.079193870711605885 0.038475271227070951 0.11396276713465159 0.11307694927134271 1.1271809131762536
leaf_count=1360 11 23 45 25 22 6 16 38 17 20 28 46 13 40 18 20 52 32 31 40 149 7 12 4 17 4 4 43 51 706
internal_value=-2.0239e-05 -0.00117245 -0.000556836 -0.00330807 -0.0212785 0.00379725 0.0201706 -0.0347452 0.000266969 -0.0143302 0.00280141 -0.00075235 0.00522004 -0.0153335 0.00159642 -0.00167318 0.000365388 -0.00200268 -0.0244479 0.00184052 -0.00264457 0.000482798 0.00205056 -0.000917916 0.00193767 -0.000936635 0.00286452 -0.000587032 0.00232759 -0.000964509
internal_weight=12.213 5.96245 5.89372 3.61162 0.599277 2.28209 0.38419 0.100635 3.01235 0.445645 2.5667 2.20631 0.269371 0.158893 2.05427 1.80663 1.69004 1.61525 0.236139 1.37911 1.16582 1.8979 1.80875 1.70193 1.65759 1.59636 1.47189 1.3927 1.35422 1.24026
internal_count=2900 1540 1529 576 47 953 99 54 529 90 439 411 73 60 365 342 324 304 63 241 201 854 848 841 829 825 808 804 800 757
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 2 1 1 0 2 2 2 1 1 0 2 2 0 0 2 0 1 2 1 1 2 0 2 2
split_gain=0.00127731 0.00943729 0.0235683 0.0383432 0.0222986 0.0148235 0.0158781 0.00983305 0.0436861 0.0224911 0.0194594 0.0245098 0.0208683 0.0129478 0.0288247 0.0309094 0.0193192 0.0365941 0.0397434 0.0382798 0.0171938 0.012666 0.0497227 0.0430994 0.0247794 0.0111608 0.009284 0.0143849 0.00792682 0.0201493
threshold=42.297164883650005 42.027086531450003 0.48077901860000011 0.49320379630000005 0.53839705400000015 41.966555987550002 41.872669623500009 0.34548366815000003 0.34560342505000002 0.48607826115000008 41.811877919650009 41.678468725050003 41.558544840500012 0.34515433670000012 0.34524415440000006 0.48077901860000011 41.468518788800004 40.21994457600001 0.47976108500000009 0.47961138885000004 41.169697216150006 0.48320409570000006 0.34632196640000007 40.380906245900007 0.34988473400000003 0.35319301815000009 42.428475018400007 0.49588335680000006 41.21013581150001 41.134354310300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 9 -9 13 11 12 21 16 -15 -16 17 19 20 -1 -19 23 -23 25 -24 -10 27 -2 29 -26
right_child=26 2 3 4 -6 -7 -8 8 10 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 22 24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00084433445495548992 -0.044660328456051127 -0.02789675157519424 0.048210567131917778 -0.052452252550353996 0.029866007785280969 -0.037884977030811194 0.03268839910933314 -0.069145678302940078 -0.07403063744687248 0.041545583641697276 -0.041848608523488179 0.048506497106340252 -0.042156898818717606 0.041298269751460101 0.025635882412435224 -0.026375422302717402 0.028048215288492287 0.011737474971213873 -0.059848235685766409 0.079385762484541003 -0.029178190552618138 -0.053187977705676973 0.053292767198878023 0.041125059382536036 -0.00071610961168905773 0.0050798018890029547 -0.00025852328472988727 0.0040275164441681763 -0.018415252929325252 0.047618013991500979
leaf_weight=0.49184940064031157 0.12202236721806681 0.10536392114022763 0.25506512753781863 0.077968734914065863 0.056937002582003515 0.10283040858999903 0.14875801972203717 0.09702203902270401 0.049165873148660499 0.15871036186581466 0.11633593394201902 0.10010621956762378 0.12294353022941606 0.24371015923929912 0.22081674760545006 0.2367817843623925 0.17267729118719888 0.23069099000901616 0.21000042813830078 0.071013788023265079 0.18512352086554529 0.18053696595598001 0.086718136095441767 0.22815717224858645 3.9121897166653472 0.027982817192667708 3.6953750733445854 0.12071561392227714 0.23854412398170843 0.088193008779853588
leaf_count=146 22 37 11 19 32 22 44 17 16 11 11 31 32 19 30 12 32 33 13 10 18 9 10 24 965 41 1144 22 56 11
internal_value=-2.22074e-05 0.00068752 0.014068 0.0254062 -0.0177098 -0.00017091 0.000338166 -0.000306121 -0.00266673 0.0052707 -0.00141453 -0.000480193 -0.001474 0.00247955 0.0135182 -0.00127707 -0.00320705 -0.00774745 -0.0243874 0.0107535 -0.00647846 -0.000434467 -0.00176996 0.0192769 0.000376041 -0.0453363 -0.00150293 -0.0204475 -0.000706507 0.000349471
internal_weight=12.1543 8.21619 0.495335 0.389971 0.134906 7.72086 7.61803 7.46927 5.2479 2.22137 5.15087 5.03454 4.93443 2.06266 0.701309 0.457599 1.36136 1.18868 0.625815 0.562863 0.415815 4.81149 4.50618 0.305306 4.32564 0.0771487 3.93811 0.242738 4.23893 4.00038
internal_count=2900 1712 99 62 51 1613 1591 1547 1223 324 1206 1195 1164 313 61 42 252 220 64 156 51 1132 1051 81 1042 57 1188 44 1032 976
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 2 1 1 2 0 1 1 2 1 1 1 0 2 2 2 2 1 1 0 2 2 1 1 1
split_gain=0.00127733 0.0112833 0.00998108 0.0258377 0.0196136 0.0167848 0.0164048 0.0202999 0.00902203 0.008162 0.0500853 0.0460294 0.0181536 0.0220155 0.00726144 0.0242795 0.0170413 0.018256 0.0314131 0.0080919 0.0167446 0.00957563 0.00796041 0.0152125 0.0104904 0.0102226 0.0181209 0.0212601 0.00812184 0.0177746
threshold=41.43512228960001 41.468518788800004 0.34548366815000003 0.48543456785000005 0.34536391125000004 41.322103772800006 41.289992964000007 0.34560342505000002 0.3453339720000001 40.621691032550004 0.47961138885000004 0.34491482290000003 0.34500464060000008 40.259171735100004 0.3459626957000001 0.3465914194000001 0.35585760905000008 0.48759019190000008 40.660558922250004 41.21013581150001 41.134354310300004 40.982542372850013 0.39078171310000004 0.39388042275000007 0.52266399210000014 39.646013290900008 38.938637541200009 0.36927038110000004 0.39513787010000007 0.39904493880000008
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -4 9 10 12 -11 13 -1 -9 -16 -17 18 -18 20 21 22 24 -24 25 26 27 -19 -25 -30
right_child=1 -3 5 -5 -6 -7 -8 14 -10 11 -12 -13 -14 -15 15 16 17 19 -20 -21 -22 -23 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0007656278023713361 -0.036186964082004773 -0.00055171131485908702 -0.054128031175343073 0.039146431116219765 0.038722809811792658 -0.039995472765698439 0.043257385085647485 0.021023243395791189 -0.02431692223623922 0.022817825376164513 0.080873916974930321 -0.036491015705350231 0.03836885259602868 -0.054171099073224399 -0.060602537895699499 0.036618463363951352 -0.10172276062382941 -0.0013703433551298559 0.019492971483022134 -0.027647451198135643 0.043869589866099554 -0.028392449016711032 -0.05490665307307923 0.039605536870089296 0.021052801357836205 0.015861621636249341 -0.012928791724350658 0.030366185512097223 -0.057134258657925187 -0.0022827052317276344
leaf_weight=0.49180748766557147 0.090310235059977262 5.5094753673902073 0.07178602552630664 0.22282783767150238 0.13832028317847278 0.11053064647420541 0.083880546291481006 0.15109971805213707 0.14544370813313401 0.25465495126014659 0.08508502715267241 0.26917517380400113 0.10205347987963209 0.085649899938974983 0.067903342824138124 0.12125982262758572 0.047291520721276181 0.88447426370840021 0.039018471462270554 0.10641864516288535 0.086262249268656777 0.12077289306741645 0.063154853219408724 0.040496593113005019 0.28888782745207198 0.38325719092972566 0.86263609514571715 0.27724457223666832 0.063595829092676581 0.83151546940249865
leaf_count=141 11 1496 12 12 12 21 7 15 12 30 14 24 17 13 9 37 40 50 7 15 11 27 29 14 37 36 20 53 44 634
internal_value=-1.95914e-05 -0.00112642 0.000934458 0.007278 0.00276126 -0.00148749 -0.000560386 -0.00137587 -0.000707819 0.00195729 0.0085452 -0.0076586 -0.000511446 -0.00738272 -0.000522069 -0.00128195 -0.000326595 -0.00142059 -0.0469243 -0.000440871 0.000301073 -0.000683802 0.000221804 -0.0074045 0.00304653 0.000885967 -0.00194927 0.00620359 -0.00419804 -0.0061798
internal_weight=12.0963 5.59979 6.4965 1.79502 1.57219 4.70149 4.59096 4.50708 1.43387 1.28843 0.764596 0.52383 0.679511 0.577457 4.43529 4.28419 4.21629 4.09503 0.08631 4.00872 3.9023 3.81604 3.69526 0.998763 2.6965 2.40761 2.02435 1.16172 0.935608 0.895111
internal_count=2900 1507 1393 275 263 1118 1097 1090 251 239 185 54 171 154 1078 1063 1054 1017 47 970 955 944 917 721 196 159 123 103 692 678
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 1 0 2 2 2 0 2 0 0 1 1 0 2 2 0 1 0 2 2 0 1 1 1 1
split_gain=0.00114952 0.0269899 0.0061237 0.0404287 0.00972167 0.0140831 0.0298518 0.0304388 0.0045964 0.0178931 0.0119908 0.015813 0.0228352 0.0144006 0.0260283 0.0128012 0.0262969 0.017017 0.067694 0.0158985 0.015538 0.0147028 0.0121884 0.014748 0.0147571 0.0136436 0.0242298 0.0306746 0.0333001 0.0116911
threshold=0.52161611930000007 0.52029879345000019 0.39078171310000004 0.52366695610000014 39.211875820650008 39.420767558750008 0.38906020780000011 0.52607706355000017 40.823855932350007 40.712530798250008 42.448133449100006 0.53136133645000017 43.968221017800005 0.53592706805000012 0.53839705400000015 0.42067602765000006 0.42019700010000005 0.56639022785000004 43.061965423550006 42.654057868200006 0.53978922790000017 0.39745815990000005 0.56323163980000013 42.280042771400005 40.878805547300004 0.55481871800000016 0.42194844465000009 0.41917906650000009 0.4019490434500001 0.43808568605000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 7 -7 9 -5 22 12 -12 -13 -15 16 20 18 -17 -19 -16 -22 25 24 -24 26 27 28 -10 -26
right_child=2 -3 3 8 5 6 -8 -9 10 -11 11 13 -14 14 15 17 -18 19 -20 -21 21 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=5.8164447316872244e-05 0.013520200261308141 -0.045596862279859894 -0.10196698117072008 -0.0029769652465196617 0.01935576608157211 0.073602187228425264 -0.047746980380922704 -0.032593514724614185 0.039535284952509075 -0.086163835969521943 -0.10132139108205956 0.036179824399269957 0.033085453720755449 -0.10222951360651292 0.073280176894476329 -0.10174857968779619 0.098689423477734711 0.054134455770317849 0.037693886628067622 -0.0060492437112652925 0.01798369501109514 -0.090723740510980491 0.036504904982631842 0.04837358960303148 -0.10120898706035107 0.050062114675826608 -0.022682960688723337 0.086155366061332936 -0.049655164160022379 -0.023339734771632599
leaf_weight=8.3985952700671245 0.81572465847330222 0.13151400120159529 0.039398640971206045 0.82701462550646887 0.14712734147906303 0.054414296825285646 0.15298842970787518 0.053555365260443466 0.12008833690458665 0.026691315865022602 0.03735251328459778 0.091400915030135366 0.019106126402597554 0.027080894843777514 0.017781813978217514 0.076252378866911386 0.036177126807160676 0.052200378553152404 0.064064262487164569 0.27581427953097215 0.025230811905522899 0.024545669027961431 0.027188655112695387 0.032184211271353291 0.027988785900603837 0.12205101753897907 0.13399715487321373 0.070113509631482884 0.064261500499245727 0.061970300433114377
leaf_count=1310 31 23 19 656 2 23 14 20 44 17 34 26 50 9 4 21 4 21 28 290 27 31 6 15 6 18 21 11 25 94
internal_value=-1.80721e-05 -0.000645728 0.00150132 -0.00153958 0.00721619 -0.00538495 -0.0193337 0.0209267 0.000210747 -0.00557782 0.00372337 -0.00495339 -0.0558369 -0.000793201 -0.00643349 -0.00189864 0.0298859 -0.0089389 -0.0380834 0.00352841 -0.0069581 -0.0356219 0.0135463 -0.0115829 -0.0280549 0.020897 0.0117335 0.0298568 0.00844487 -0.047567
internal_weight=12.0539 8.53011 3.52377 2.29996 1.22381 0.408085 0.260958 0.10797 2.26056 0.853706 1.40685 0.747007 0.0564586 0.690549 0.599148 0.572067 0.103735 0.468331 0.140317 0.328015 0.0675583 0.0497765 0.659843 0.149332 0.117148 0.510512 0.388461 0.254463 0.18435 0.0899591
internal_count=2900 1333 1567 1477 90 59 57 43 1458 673 785 545 84 461 435 426 66 360 49 311 62 58 240 121 106 119 101 80 69 100
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 0 0 0 0 1 0 0 1 0 0 2 1 1 1 0 2 0 2 1 1 0 1 2 1 0
split_gain=0.00109834 0.00908835 0.0244949 0.0122017 0.0159667 0.0473879 0.0232378 0.0172635 0.0467549 0.017925 0.00604179 0.0186878 0.0244725 0.00848524 0.01846 0.0123262 0.00565618 0.0298384 0.0112517 0.018692 0.0294612 0.0138018 0.00991606 0.0135504 0.0126143 0.0131525 0.0298725 0.0120332 0.012987 0.0171984
threshold=0.39024280710000009 0.38398550940000004 39.091773401050006 0.37982395740000008 0.37138109635000011 0.51484985480000012 0.5089817670000002 0.50300889195000009 0.50579323975000012 0.36543816055000006 0.52324780695000006 0.52646627350000019 0.39513787010000007 0.52803808270000008 0.52975958800000011 38.441102963850007 0.40621538280000008 0.41753240920000007 0.39971857130000005 0.53592706805000012 43.57842012870001 0.53905571685000009 38.238138001450004 0.41808628485000005 0.41917906650000009 0.54279811980000015 0.42067602765000006 38.938637541200009 0.4211999641000001 0.54475913895000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 -2 12 -12 -13 15 -15 18 -18 19 20 -16 -21 -19 -24 -25 -26 -27 -28 -29 -30
right_child=10 2 -4 -5 5 -7 -8 8 -10 -11 11 13 -14 14 16 -17 17 22 -20 21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.00025789564983436509 0.0091813951943318095 -0.041834362972872907 0.00040272532610379007 0.02102906075035163 -0.025123450542774501 0.040338682137848102 -0.10236367914093446 0.068290031761269784 -0.0092417482084121687 -0.029155818982955814 -0.10073963661116386 0.032632175200597351 0.054086194938367929 0.0019650700962820324 -0.021609486400102875 -0.078479364376631541 -0.085738814180135015 -0.041968193803190529 0.033483892149487937 -0.090352922610223818 0.083716229253083752 -0.005002622815519971 0.056931586742828694 -0.042885614546567252 -0.030478592312276231 0.04242746996615878 0.035321121249072919 -0.078790427118569373 0.053516548766197741 -0.0047001797594203969
leaf_weight=7.252268417266734 0.78425175532557378 0.19305073897294356 0.47550368440282043 0.27524396432210174 0.096389173284478491 0.073856043672748228 0.065362589163186158 0.13357824230661197 0.18620117268061165 0.21327899369178194 0.038725385451404373 0.078736953020892897 0.013864203476650058 0.030838918068184548 0.062155080868905865 0.049816396815306321 0.040825881077371728 0.052502644263213161 0.14840688313527473 0.032657168310834095 0.046369581997623754 0.04512756264901796 0.043988840679957897 0.063823102118973796 0.11185076442990283 0.18628293139045116 0.086480864240042865 0.022391121949112747 0.053352099692346999 1.038401345084581
leaf_count=1037 101 32 39 34 23 22 34 36 41 27 42 43 36 11 38 42 61 305 42 10 8 37 7 20 31 24 43 6 9 659
internal_value=-2.10407e-05 -0.000577421 -0.0117936 0.000326444 -0.000383981 -0.0260311 -0.0563356 0.000392179 0.0231448 -0.000582408 0.00162464 -0.00101331 -0.0599229 0.000398731 -0.000801097 -0.0477211 0.00105888 -0.00128075 0.012941 -0.00342269 0.0233933 -0.0408361 0.000797567 0.00219515 0.000654243 0.00250834 0.00516866 -0.000612229 -0.00340141 -0.00185523
internal_weight=11.9956 8.96473 0.668554 8.29618 8.02093 0.235608 0.161752 7.78533 0.319779 7.46555 3.03085 2.2466 0.0525896 2.19401 2.11527 0.0806553 2.03462 1.6999 0.334716 0.186309 0.108525 0.0777847 1.65907 1.60657 1.56258 1.49876 1.38691 1.20063 1.11414 1.09175
internal_count=2900 1325 71 1254 1220 79 57 1141 77 1064 1575 1474 78 1396 1353 53 1300 1165 135 93 46 47 1104 799 792 772 741 717 674 668
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 1 1 0 1 1 1 2 2 0 2 2 0 2 2 2 1 2 1 2 2 2 1 0 0
split_gain=0.00116094 0.0118095 0.0107141 0.00825845 0.0185351 0.0207898 0.0112894 0.0189419 0.0111834 0.0231597 0.0087539 0.00980597 0.00726059 0.0230357 0.0143796 0.00715875 0.0178442 0.0217447 0.0140279 0.0062245 0.0225003 0.0124475 0.0121376 0.00619472 0.0116025 0.00531819 0.00523151 0.0107564 0.00411894 0.00352495
threshold=37.858673296900008 38.052786106700005 37.511241581900002 0.50300889195000009 37.360990606650006 0.50749977545000013 0.37852160115000005 0.38185982460000006 0.51929582950000019 0.39078171310000004 0.39410496695000002 0.39772761295000009 36.372781240150012 35.97706729810001 0.49850303880000008 38.318569170500005 38.703421923500009 0.53978922790000017 38.994321257850011 39.268993001500007 39.420767558750008 0.39051226010000012 39.530201452500002 0.34392682850000006 35.337501601400007 37.663157789700008 34.542090938800008 0.46208197360000008 0.52161611930000007 0.50300889195000009
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -8 -9 -10 -11 -12 13 14 23 -3 17 -17 28 21 -21 -20 -22 -1 -25 -4 -13 -28 -18 -24
right_child=1 15 25 4 -6 6 7 8 9 10 11 26 -14 -15 -16 16 18 -19 19 20 22 -23 29 24 -26 -27 27 -29 -30 -31
leaf_value=0.014296508171730039 -0.035640583011909803 0.023528429769822539 0.06746307296354237 -0.081335354877797916 -0.10138462017632939 0.046431761816408734 -0.1013112720499358 -0.042901424298817104 0.068307067968018151 -0.10108521747135486 0.047667140259824749 0.027675542607089182 0.0096889195473989168 -0.089413430479021463 0.054939540653349231 -0.055001986000918407 0.0083379533958476987 0.018200959547367165 -0.02669789210662888 0.033898784178566649 -0.025516339002174426 -0.00062371144928987678 -0.0010659487724586569 -0.079428002704924491 0.0078530463269103623 0.015146974929862568 -0.10049946052624688 0.048068575468135595 0.034282230832610394 0.003358936770392661
leaf_weight=0.041060459599914917 0.094038969548024265 0.12726153958849984 0.035236274776791365 0.032778441629488952 0.022552722711117301 0.048881081462241127 0.019320698804222047 0.039113374198734618 0.05272190688469891 0.011159265214076619 0.022152184090373339 0.0089825831368654449 0.71186067423275512 0.03222683288817052 0.040128606423422752 0.12448903321010285 0.10457698087156941 0.060201884549504703 0.26141167870446125 0.1962537457147836 0.1873361572155926 0.61108201036373977 6.2544863483238187 0.030580131863996302 0.030342254923105827 0.043319059463132414 0.018453160749627474 0.0066219735620821887 0.14750632746386039 2.5279814461582815
leaf_count=57 24 48 24 8 9 8 4 14 18 12 19 150 33 9 15 33 17 27 19 24 24 41 875 38 8 36 72 54 31 1149
internal_value=-2.26085e-05 -0.000359294 0.0028643 0.000461865 -0.014419 -0.00688084 0.00385107 -0.00780773 0.00353965 0.0186654 -0.0201833 -0.00412196 0.00520953 -0.0130808 0.00422928 -4.63684e-05 -0.000332771 -0.0311407 0.000220154 -0.000364921 0.000403336 -0.00843591 -0.000329524 -0.0157244 -0.0359579 0.0386135 -0.0378072 -0.0612648 0.0235192 0.000207728
internal_weight=11.9441 10.6966 1.24749 1.16894 0.282737 0.260185 0.227406 0.178525 0.159204 0.120091 0.0673692 0.0562099 0.886199 0.174338 0.142111 10.6026 10.4753 0.184691 10.2906 10.0386 9.16606 0.872494 8.9698 0.101983 0.0609224 0.0785553 0.0340577 0.0250751 0.252083 8.78247
internal_count=2900 2312 588 528 368 359 351 343 339 325 307 295 160 127 118 2288 2240 60 2180 2132 2072 60 2048 103 46 60 276 126 48 2024
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 0 0 0 2 0 0 1 0 1 0 0 0 1 0 0 2 2 0 2 2 2 1 2 1
split_gain=0.00109937 0.0116444 0.00763449 0.0200937 0.020028 0.0120309 0.0376218 0.0211602 0.0155606 0.0123613 0.0205521 0.0267514 0.0160032 0.0115042 0.00794753 0.0470805 0.0218817 0.00694644 0.00532795 0.0162662 0.00672266 0.0420066 0.010703 0.0172592 0.0114761 0.0313906 0.00672036 0.00520028 0.0102183 0.00519087
threshold=0.5025747732000001 0.36501901140000009 37.962710038050005 36.372781240150012 35.97706729810001 39.788107623550012 0.47997065955000012 0.47851860725000006 0.4755546241000001 40.79983011445001 0.48077901860000011 0.47851860725000006 0.34545372890000009 0.49850303880000008 0.35319301815000009 0.48041974790000003 0.49588335680000006 0.47305469895000007 0.3465914194000001 0.48851830785000006 0.48271009850000007 42.027086531450003 41.061442884200012 0.48181192180000004 41.289992964000007 41.348489042950007 41.558544840500012 0.34392682850000006 35.337501601400007 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=2 -2 3 4 13 6 7 8 -4 10 11 -7 -12 27 16 17 18 -16 19 20 22 -22 -11 24 -24 -26 -27 -1 -29 -28
right_child=1 -3 5 -5 -6 9 -8 -9 -10 14 12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 29 28 -30 -31
leaf_value=0.01289343090913859 -0.030547796104604542 -0.00036261512953558202 0.0090696903001491799 0.032054286632449414 -0.086814182284906477 0.01733034295227626 -0.049944332392484907 0.033861847850177283 -0.040797628703256018 -0.024423657409357136 0.0067990065218352172 -0.03794005569456671 0.041655435393525689 0.050009006384726599 -0.0078699605744214467 -0.082112162548012582 0.03478786065016632 0.037642808452334406 -0.012687488387578003 0.030702671122136774 -0.035349408615477626 0.013899531219069504 0.020842984143313748 0.027834663044945369 -0.061564607545071121 0.015836273481362871 -0.0027708639093810515 -0.076085306822202881 0.007073747598282447 0.018283329021801142
leaf_weight=0.040980349869982516 0.13127550425315249 4.8261036120495948 0.13659213033637474 0.24749662648884957 0.029989572690460875 0.20491299777165028 0.19262127763977333 0.14799484181639855 0.11547326383288237 0.16432536055119973 0.25562797975726426 0.15292488919112657 0.27173080031610652 0.038213999845538638 0.063770200069734662 0.076702082535711757 0.17651179351378221 0.070729157770983875 0.3645924668559396 0.16490088443970297 0.34066471396909026 0.3522911930558621 0.23710196525848282 0.23510736547177646 0.085961434408091342 0.23874165152301463 2.3643477964010322 0.028824424573572024 0.030317878088361283 0.12320364541459117
leaf_count=57 27 1763 31 50 9 38 29 16 14 20 11 21 34 14 37 49 14 11 29 12 25 25 26 15 7 23 427 38 8 20
internal_value=-2.41445e-05 -0.00116194 0.000787129 0.0139256 -0.0127298 -4.86384e-05 -0.0136349 0.0038474 -0.0137749 0.00130603 0.0122078 -0.0062899 0.0247594 0.00333077 -0.000601529 -0.0195908 0.000225773 0.0160638 -0.00108022 -9.75731e-05 -0.00132386 -0.0103118 0.000482054 0.00172811 -0.000284717 -0.002066 -0.000189978 -0.014485 -0.0334558 -0.00172809
internal_weight=11.91 4.95738 6.95265 0.415823 0.168326 6.53683 0.592682 0.40006 0.252065 5.94415 0.885197 0.357838 0.527359 0.138337 5.05895 0.211201 4.84775 0.134499 4.67124 4.30665 4.14175 0.692956 3.44879 3.28446 3.04936 2.81225 2.72629 0.100123 0.0591423 2.48755
internal_count=2900 1790 1110 176 126 934 90 61 45 844 104 59 45 117 740 97 643 48 629 600 588 50 538 518 503 477 470 103 46 447
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 2 0 1 1 1 0 0 2 1 0 1 1 0 0 2 2 0 1 1 1 2 1 0 1 0
split_gain=0.00101416 0.0071295 0.00779621 0.00125984 0.0110418 0.00557053 0.0105406 0.00674139 0.00773686 0.00685143 0.00621314 0.00854825 0.00294534 0.00206085 0.0118944 0.00606121 0.00609746 0.00447146 0.00585922 0.00468048 0.0036246 0.0041467 0.00173733 0.0134423 0.0110842 0.0128015 0.00708835 0.00672661 0.0106121 0.0113467
threshold=0.31063441215000004 48.680511450650009 0.30560462260000004 49.110028829250005 0.39672464895000009 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.50525433370000017 0.61532588845000014 0.5810754169000002 50.264779514000004 0.46613873835000008 0.58736265385000019 0.59210802070000013 0.47106374065000006 0.58859016195000013 0.59665878265000016 44.710446918150005 42.526729949000007 0.63514565435000014 0.42829556000000008 0.42970270350000012 0.42194844465000009 41.941595803500007 0.42019700010000005 0.55335169605000012 0.46208197360000008 0.55892039160000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 -5 -6 -7 -8 -9 10 11 12 -10 22 -15 16 -16 -18 -19 20 21 -20 24 -24 26 -26 -2 -25 29 -29
right_child=3 -3 -4 4 5 6 7 8 9 -11 -12 -13 -14 14 15 -17 17 18 19 -21 -22 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=-0.10035500806995781 -0.00012727172242108466 0.035730492335389781 0.010330627424754503 -0.10052862971442911 -0.048624130252221676 0.081424903194135853 -0.10028642828285744 0.10025627883783661 0.061657328920356837 -0.10015114079814023 0.059539001798183083 -0.10024166126248152 -0.010749315148613962 -0.10039005357684659 -0.10083793583558349 -0.1008373942783074 0.09993593381210987 -0.10031850735631268 0.027421904522892906 0.024096463701690388 -0.10018069376810257 -0.10016235800627016 0.055949204876236613 -0.020588531508188963 -0.048911542103700613 0.0075448039721613958 0.021294268616043215 0.030542276625212111 0.045247040525729657 -0.0044455012641427131
leaf_weight=0.0097557755430049964 10.340706626029808 0.046282681101729395 0.01830125209847111 0.012183643233583438 0.019443812048931086 0.016946423333138227 0.00689040125653989 0.0073647061362862578 0.0080028416305140126 0.0071579614078558498 0.014552619174082793 0.0093389057080752735 0.018851934615518887 0.013797581031959355 0.0052292479507357733 0.0058125106399209139 0.0052331673711876322 0.0050020830899632903 0.010211173715981252 0.064025459974430987 0.0055691080381281557 0.0033942614349611591 0.047839932363158644 0.11887755160802305 0.09826520954468243 0.067927768917854792 0.15681237131684689 0.11139109250692336 0.060290861294248543 0.55213290973652074
leaf_count=91 1595 8 28 5 26 3 27 1 6 53 13 32 59 65 20 56 3 27 110 42 48 111 35 50 28 28 32 40 21 237
internal_value=-2.47358e-05 0.0116186 -0.0281561 -9.81307e-05 -0.0102609 -0.000129174 0.0104529 -0.00621464 0.00371646 -0.00856221 0.00435676 -0.0178307 0.0108282 6.98622e-06 -0.0131261 -0.00160171 0.00424445 0.0101255 0.00479695 0.0111166 -0.0322242 -0.00440761 0.000141422 0.00438469 -0.000212935 -0.0258362 0.000192724 0.00145735 0.00507811 0.00142818
internal_weight=11.8676 0.0743397 0.028057 11.7933 0.120733 0.10855 0.0891058 0.0721594 0.065269 0.0579043 0.0507463 0.0361937 0.0268548 11.6725 0.118275 0.104477 0.0986645 0.0934353 0.0882021 0.0832 0.0191745 0.0136054 11.5542 0.890532 10.6637 0.166193 10.4975 0.842692 0.723815 0.663524
internal_count=2900 127 119 2773 225 220 194 191 164 163 110 97 65 2548 482 417 361 341 338 311 269 221 2066 383 1683 56 1627 348 298 277
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 0 1 0 0 0 2 2 2 0 2 1 2 1 1 1 0 0 2 2 2 0 1 0 2
split_gain=0.000982328 0.0209272 0.00834814 0.0193521 0.0121952 0.0122241 0.00552958 0.00799971 0.00937425 0.00744768 0.00688237 0.016122 0.0132755 0.00466784 0.00583355 0.00513304 0.00345377 0.00641264 0.00545201 0.00845091 0.00549251 0.0175555 0.00509272 0.0179222 0.0182279 0.0202775 0.0179647 0.0126162 0.0090314 0.00564527
threshold=0.45280081435000008 0.56055207925000017 0.45664800455000004 0.56323163980000013 0.57811143375000007 0.45877368940000007 0.6003263375500002 0.45976168375000009 0.60665848330000005 0.68186581240000022 0.5810754169000002 42.467547400400008 41.792045663550006 44.710446918150005 0.63075955810000017 40.79983011445001 0.44705248345000009 42.406961525800007 0.43887907550000005 0.44286099220000008 0.43590012275000006 0.55754318735000019 0.54511840960000013 42.072181850200003 39.995120105550008 38.592454371550012 0.54679500610000009 0.39745815990000005 0.54317236010000014 38.441102963850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 -4 -5 -6 10 -8 -9 13 -7 12 -12 15 -15 -10 18 -18 20 -20 22 -22 28 24 25 26 -24 -25 -1 -28
right_child=1 2 3 4 5 6 7 8 9 -11 11 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 23 27 -26 -27 29 -29 -30 -31
leaf_value=-0.00015824495635426985 -0.10101417896284376 -0.037632002441197222 0.069381692686788246 -0.062330167770907677 0.058678897039443713 0.016126427279094992 0.085405890542203114 -0.10052378689787259 0.016929495647117467 -0.10026401329587593 -0.10071931394134831 -0.090512349351659319 0.085688125764469852 0.057394322011554637 0.0038242780628382936 -0.10015975200140673 0.0010069366188683582 0.039360458435664589 -0.051792320696841754 0.0037712720958939677 0.05879770119084176 -0.0060371299581425484 -0.085179264968564705 0.02315509469988478 0.010930610094055125 -0.10149209093451327 0.0077801809611293578 -0.10068528865198888 0.021897730970907765 0.10021884710312175
leaf_weight=10.431762082747445 0.021434075599647384 0.049251421371220905 0.042527653169599999 0.030872168546563106 0.035429197387034428 0.025123208115417461 0.011967972300675658 0.0086640754735947678 0.0080008244509328641 0.0060653406694735476 0.0055320023743768145 0.032030487864147972 0.012349178464319266 0.031056384876421816 0.058843033428729541 0.0070370961619719849 0.13817386199097292 0.06368739742380114 0.051484063417467321 0.058449416009932406 0.065426073967349896 0.1154737127372778 0.015144235893672118 0.01083026036662102 0.22692322519960673 0.035061727870875359 0.014019421422554603 0.034214596622526045 0.18901708294079256 0.012494612019509077
leaf_count=1746 16 43 7 40 16 23 4 39 129 129 58 40 9 24 45 87 35 32 33 33 20 37 7 23 40 24 61 55 43 2
internal_value=-2.43178e-05 -0.00498493 0.000658105 0.00663544 -0.00314014 0.00440771 -0.00489596 0.00745368 -0.00034239 0.00747705 -0.0265611 -0.048048 0.0280182 0.0137044 0.0223304 -0.0378632 0.000142816 0.0131075 -8.95999e-05 -0.0222503 0.000128886 0.0174117 -0.000156128 -0.0120478 -0.00331568 -0.0454535 0.00171141 -0.07091 0.000234283 0.0513415
internal_weight=11.8483 0.386184 0.36475 0.315499 0.272971 0.242099 0.20667 0.131635 0.119667 0.111003 0.0750349 0.0499117 0.0178812 0.104937 0.0898994 0.0150379 11.4622 0.201861 11.2603 0.109933 11.1504 0.1809 10.9695 0.348688 0.303643 0.07672 0.0416583 0.0450449 10.6208 0.026514
internal_count=2900 709 693 650 643 603 587 457 453 414 130 107 67 285 69 216 2191 67 2124 66 2058 57 2001 212 134 94 70 78 1789 63
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 0 1 0 1 1 0 0 2 0 0 0 2 2 1 2 0 2 1 0 0 2 2 2 2
split_gain=0.000967018 0.00994806 0.0091318 0.0215542 0.0219437 0.015442 0.0144694 0.0227467 0.0187793 0.0114103 0.0164214 0.0192391 0.0187649 0.024674 0.00954192 0.0098148 0.0111037 0.00838993 0.0151757 0.0282646 0.0193932 0.0083459 0.0132649 0.00734137 0.00659007 0.0136532 0.00736585 0.0239175 0.00576395 0.0660135
threshold=41.43512228960001 41.468518788800004 0.34554354660000003 0.48543456785000005 0.34542378970000004 41.322103772800006 0.48101853240000009 0.34527409360000011 0.47976108500000009 0.34575312120000007 0.35585760905000008 0.48368312325000012 0.48759019190000008 40.660558922250004 0.49850303880000008 0.50041914915000019 0.5025747732000001 41.169697216150006 40.712530798250008 0.34500464060000008 40.259171735100004 0.52161611930000007 40.12915366295001 0.38906020780000011 0.47694679800000012 0.47470135625000004 38.938637541200009 38.115457128050004 39.420767558750008 39.344049039350004
decision_type=2 2 2 2 2 2 2 2 2 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 6 9 7 8 17 -4 11 -11 13 -12 -14 -16 -17 18 19 20 24 22 -18 -23 25 26 27 -1 29 -25
right_child=1 -3 5 -5 -6 -7 -8 -9 -10 10 12 -13 14 -15 15 16 21 -19 -20 -21 -22 23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0042798335338192243 -0.033772921880244867 -0.0004430110736486964 -0.02867330721729984 0.036132503135084551 0.040452295184124451 -0.039174742027085152 -0.024379645194299762 0.037759296343229651 -0.04250994396925481 0.052670848276276605 -0.10147100665863083 -0.00041057794019522037 0.02626204035603116 0.0071243963744395651 -0.030754970604096127 0.027474922267363235 -0.002931938805244714 -0.018048699934634715 0.040259244703600594 0.054004263944385233 -0.051436612392387809 0.036822643744928295 -0.028656886320651071 -0.00078741944108566607 -0.013560765457745275 0.049245790033194459 0.020795983979604932 -0.10184221191135806 -0.005048566741992614 0.086156315174108336
leaf_weight=0.10775902700497342 0.091056320966897419 5.4165524072561926 0.14083830437812128 0.22056735356454726 0.14057969609984855 0.1066586781153277 0.22261352741043072 0.16588382451892414 0.10361298598581925 0.12592653879174598 0.042664100264753535 0.14916011780496774 0.13007282519583929 0.04105737494882078 0.10972877152835314 0.13751362109906073 1.026417565601861 0.1660180827793738 0.11491412663273337 0.086920981758975002 0.084466804578752885 0.059498922815237498 0.24908906318523794 1.2270962886143264 0.19847285188734531 0.068112497625406832 0.086428095566930097 0.026450484581854283 0.87938873651611649 0.094019607407972106
leaf_count=93 11 1496 16 12 14 20 17 23 12 26 40 27 28 8 17 14 89 18 16 15 14 15 22 529 18 6 15 9 253 7
internal_value=-2.57339e-05 -0.000994049 0.00081919 0.0068581 0.00275122 -0.00157653 -0.000950803 0.00336302 -0.00210672 -0.0006677 0.000255661 0.0238885 -0.00137101 -0.0482153 -0.000368701 -0.00128442 -0.000404009 0.00234896 0.00672681 0.000876086 -0.00720164 -0.00148836 -0.00795567 0.00216168 0.000467101 0.0101092 -0.00197259 -0.0166351 0.00122449 0.00540009
internal_weight=11.8195 5.50761 6.31193 1.7928 1.57223 4.51913 1.43165 1.20904 1.04316 4.41247 4.27163 0.275087 3.99655 0.0837215 3.91283 3.78275 3.67302 0.939543 0.773525 0.658611 0.57169 3.53551 1.27551 2.26 0.487223 0.28875 0.220638 0.13421 2.2005 1.32112
internal_count=2900 1507 1393 282 270 1111 256 239 216 1091 1075 53 1022 48 974 946 929 204 186 170 155 915 111 804 141 123 117 102 789 536
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 2 0 2 2 0 1 2 2 0 0 1 0 1 0 0 0 0 1 1 1 1 0 0
split_gain=0.00149594 0.0157705 0.0188221 0.0144486 0.00945979 0.00678961 0.0322407 0.0230759 0.0143172 0.00860484 0.0243592 0.0211561 0.0377699 0.014469 0.0146243 0.0111978 0.00856461 0.0151896 0.00831979 0.00614181 0.022914 0.0112055 0.0284136 0.018528 0.0100261 0.0153644 0.016358 0.0129642 0.021585 0.0124725
threshold=40.305698932850007 40.21994457600001 40.12915366295001 40.532725462000009 0.39584144190000009 0.39078171310000004 0.52772372085000019 40.036761086100007 0.52266399210000014 39.039757512550004 38.771633980050005 0.50449088350000015 0.34524415440000006 38.238138001450004 37.186372654950006 0.50300889195000009 0.52803808270000008 0.39458399450000009 0.47778509625000004 0.39772761295000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 0.54511840960000013 0.42019700010000005 0.4211999641000001 0.4355408521000001 0.43625939340000008 0.55754318735000019 0.56167480015000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 16 9 10 13 12 -11 14 15 -1 -8 -18 -16 -19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=3 -3 -4 -5 -6 6 7 -9 -10 11 -12 -13 -14 -15 18 -17 17 19 -20 20 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.002441680630021563 0.041385654368251978 -0.02483656723682133 0.036674849907280732 5.8026461474079629e-05 -0.0014323030498726958 -0.10169242476114107 0.058055599129632929 -0.1014377498112638 0.022236104404376473 0.0030910328003974003 0.049297128657503006 0.001751689128218991 -0.052376588409357765 -0.029520906506566743 0.0074787442211142908 -0.029694283006262021 -0.087743853291580451 0.042709326466136309 0.044178723645958713 -0.10054966386016606 0.034230530635148512 -0.081476228331151368 0.053199403414363328 -0.060713718142736232 0.081980852230160689 -0.070836719513598531 0.090217544138513323 -0.094301029267178593 0.078961322126527692 -0.002444339746000581
leaf_weight=0.8475048031710124 0.14245608623009776 0.27161571927002537 0.13567481687180416 7.3229722531293744 0.080899404749927406 0.036709397712268443 0.023531056067440659 0.023844709430488109 0.27992272833910181 0.25346060292258676 0.10960377587798564 0.95651672585518099 0.23807274730058126 0.14539468188315385 0.12527725527058919 0.12433846729982179 0.020621509600687093 0.031301753704156055 0.1218519976537209 0.022939409064200389 0.086798639401422406 0.043661915796747053 0.062900719067467747 0.030851420948841191 0.020801045538973995 0.034791123119709527 0.015908756508679289 0.022969425019766759 0.022228251920864736 0.12278971670002815
leaf_count=152 34 24 24 1772 26 58 4 9 35 33 18 27 40 26 27 34 7 17 20 27 22 10 15 25 4 59 5 8 9 329
internal_value=-2.17357e-05 -0.00152667 7.20411e-05 0.000822213 0.025877 -0.00122642 -0.0107811 -0.00508544 0.000631577 -0.00143809 0.00394061 -0.00691306 -0.0237745 0.000296983 0.00385355 -0.00166982 -0.000998058 -0.00357825 0.0255744 -0.00022725 -0.00298902 0.00183733 -0.00562266 0.00431585 -0.00705803 -0.000145981 -0.0079577 0.00393831 -0.00423251 0.0100335
internal_weight=11.7782 4.23188 3.96027 7.54633 0.223355 3.82459 0.622649 0.585939 3.20194 2.92202 1.47397 1.44805 0.491533 1.36437 1.21897 0.971843 0.562095 0.538564 0.247129 0.517942 0.48664 0.463701 0.376902 0.33324 0.27034 0.239488 0.218687 0.183896 0.167987 0.145018
internal_count=2900 1068 1044 1832 60 1020 608 550 412 377 277 100 73 259 233 186 541 537 47 530 513 486 464 454 439 414 410 351 346 338
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 2 0 0 1 2 0 0 1 0 2 2 0 1 0 0 0 0 1 0 0 0 0 1
split_gain=0.00123476 0.0127907 0.0154732 0.0121827 0.00928314 0.00582116 0.0293951 0.0209162 0.0116661 0.00720044 0.0153561 0.00702299 0.0219497 0.0174071 0.0316362 0.00908588 0.00841 0.0114843 0.0284309 0.00612949 0.00950833 0.00744133 0.0246489 0.0156719 0.00715979 0.0171861 0.0100396 0.0101095 0.00980656 0.00733618
threshold=40.305698932850007 40.21994457600001 40.12915366295001 40.496232821400007 0.39584144190000009 0.39078171310000004 0.52772372085000019 40.036761086100007 0.52266399210000014 0.52803808270000008 0.39410496695000002 39.039757512550004 0.51929582950000019 0.50449088350000015 0.34524415440000006 0.50579323975000012 38.592454371550012 37.020641110850008 0.47778509625000004 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 0.54585192060000021 0.43706775245000007 0.55041765215000005 0.55754318735000019 0.56167480015000015 0.56276758185000009 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 9 11 -8 -11 12 15 14 -13 16 17 -1 -19 -12 -21 -22 -23 -24 25 -25 -26 -28 -29 -30
right_child=3 -3 -4 -5 -6 6 7 -9 -10 10 19 13 -14 -15 -16 -17 -18 18 -20 20 21 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.00015171620679388462 0.046225512347265983 -0.022414733200212034 0.033451976473132784 0.00010959554423096347 0.00065047781466333625 -0.10153077000365869 0.054057956087089257 -0.10129953562495171 0.020123242168954066 -0.10094549356983316 0.056673516617665953 0.0027824794232371472 0.045371499374911708 0.0015775854875650847 -0.048284216945293661 -0.024868481948640567 -0.021063757857084364 -0.0060558832596060968 0.060578545354879269 -0.056194061806026319 0.026595828138674855 -0.078243537485245471 0.041652346381166598 -5.2865154738326459e-06 -0.086159196346116892 -0.092952728225386319 0.075770562152040102 -0.10141246415395536 0.024629223631722111 -0.032490168973263359
leaf_weight=0.82662779969369526 0.10233875035230289 0.27090699712048039 0.13396673798886638 7.3622732434777447 0.079344075741003994 0.033266231526248635 0.02278483216650784 0.021603524812884523 0.27846389521914705 0.015645477050156842 0.018170777242630776 0.25341307154178572 0.11570808025135182 0.95590196325792931 0.23272098962927146 0.13260111679846875 0.13273875585865713 0.14198872463442669 0.11662457758211531 0.030866598731570549 0.091824856015875866 0.041057103993580313 0.082415144348146924 0.058891330924432467 0.011345712743008107 0.030040674788995358 0.020917329690973943 0.0087645544354018057 0.079471566271494654 0.031357806239286731
leaf_count=149 26 24 24 1784 22 58 4 9 35 5 7 33 19 27 40 27 23 34 25 35 26 10 21 16 6 81 9 3 46 272
internal_value=-2.36276e-05 -0.00140006 5.25405e-05 0.000740877 0.0263221 -0.00112954 -0.0101792 -0.00480206 0.000569831 -0.000966774 -0.00337423 -0.00130235 0.00357089 -0.00625755 -0.0216641 -1.02905e-05 0.00269601 0.00560214 0.0239937 -0.000352101 -0.00248003 0.00115518 -0.00525803 0.00401343 -0.00886929 -0.0314024 0.00432675 0.0116331 0.000415301 0.00846799
internal_weight=11.734 4.19009 3.91918 7.54396 0.181683 3.78521 0.598424 0.565157 3.18679 0.543554 0.520769 2.90833 1.46629 1.44204 0.486134 1.35058 1.21798 1.08524 0.258613 0.505123 0.486953 0.456086 0.364261 0.323204 0.240789 0.088932 0.151857 0.140511 0.119594 0.110829
internal_count=2900 1068 1044 1832 48 1020 608 550 412 541 537 377 277 100 73 258 231 208 59 532 525 490 464 454 433 97 336 330 321 318
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 0 0 1 2 2 2 0 1 2 2 1 0 0 0 0 0 1 1 1 1 2 0 1
split_gain=0.00102708 0.013484 0.0126906 0.00773859 0.00496884 0.0268134 0.0189608 0.00949349 0.00602683 0.0122716 0.00573483 0.0208543 0.0186378 0.0470556 0.035852 0.0128623 0.011074 0.00877314 0.00584239 0.0049782 0.0156034 0.0219502 0.0164182 0.00898918 0.0136279 0.0139068 0.00817445 0.007068 0.0166153 0.0177482
threshold=40.259171735100004 40.21994457600001 40.12915366295001 40.532725462000009 0.39078171310000004 0.52772372085000019 40.036761086100007 0.52266399210000014 0.52803808270000008 0.39458399450000009 39.039757512550004 38.771633980050005 39.268993001500007 0.50300889195000009 0.34524415440000006 38.238138001450004 37.186372654950006 0.36597706655000006 0.47778509625000004 0.53978922790000017 0.54191491270000014 0.54317236010000014 0.54511840960000013 0.42019700010000005 0.4211999641000001 0.42829556000000008 0.40105086675000007 39.468990633150007 0.54910032635000017 0.44705248345000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 8 10 -7 -10 11 15 -12 14 -14 16 17 -1 -18 26 -21 -22 -23 -24 -25 -26 -11 28 -27 -30
right_child=3 -3 -4 -5 5 6 -8 -9 9 19 12 -13 13 -15 -16 -17 18 -19 -20 20 21 22 23 24 25 27 -28 -29 29 -31
leaf_value=0.002166454048453881 0.017034807525277907 -0.025913136166911474 0.030445292050931713 4.1264681819069875e-05 -0.10138460232739228 0.050108173831624241 -0.10117472389973581 0.018194857837771437 -0.084937644102868567 0.0081798671870981551 -0.017686764218034473 0.045967650999165159 0.0092549830672859195 0.033399637651176622 -0.049058543842479582 -0.028427930386598362 0.0073374907678958896 -0.026018167075827266 0.038392985706093424 0.052526770868013856 -0.074764796117594026 0.049893608033820265 -0.057484363205119987 0.080743213328462557 -0.10092248806591374 0.09876828605339337 -0.058833332920226994 -0.048543541080263576 -0.065017251246166571 0.016072989660855175
leaf_weight=0.83978421796064473 0.27815359913667936 0.2111278722765334 0.13255597355470694 7.3228836236174262 0.030141719284835777 0.022157193277962506 0.01957056492435072 0.27724740515532165 0.017714612659801787 0.03752234578941227 0.67930925941800502 0.10594125523493847 0.23560815553821612 0.33125276974169537 0.19082532230856231 0.14334522286912399 0.12525981290957588 0.12716470663508517 0.11731187798432074 0.057173547360150678 0.038791238752537538 0.064684600762744182 0.030455977896086617 0.019303349719848484 0.01468119760056022 0.017854407906270325 0.035353341533170379 0.025887165980001292 0.035489118136658213 0.11271672507493065
leaf_count=148 72 12 24 1772 58 4 9 35 7 28 14 18 28 25 33 26 27 38 20 14 10 16 26 4 11 4 22 34 81 280
internal_value=-2.47565e-05 -0.00130121 3.62752e-05 0.000663129 -0.0010379 -0.00955276 -0.00451418 0.000517176 -0.000943485 -0.00317181 -0.00117531 0.00324146 -0.00565912 0.00512436 -0.0168398 -0.000104372 0.00325237 -0.00154014 0.0223565 -0.000215268 0.0039986 -0.00371134 0.00487317 -0.00648512 0.000389657 -0.00711701 -0.0243295 5.77471e-05 0.00763421 -0.00334474
internal_weight=11.6973 4.09623 3.8851 7.60104 3.75255 0.579497 0.549355 3.17305 0.529785 0.507628 2.8958 1.45881 1.437 0.757686 0.426433 1.35287 1.20952 0.966949 0.242572 0.489913 0.417037 0.359864 0.321073 0.256388 0.225932 0.206629 0.0728757 0.191947 0.16606 0.148206
internal_count=2900 1056 1044 1844 1020 608 550 412 541 537 377 277 100 86 61 259 233 186 47 530 480 466 456 440 414 410 50 399 365 361
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 0 1 2 0 0 0 2 0 1 0 1 2 0 0 0 0 2 2 2 0 1 1 0
split_gain=0.00127462 0.0101301 0.00883039 0.00689374 0.0119488 0.00661867 0.00847121 0.0080992 0.00449368 0.00870783 0.00407239 0.00828923 0.00487509 0.00222725 0.0152891 0.0260262 0.0165005 0.0187619 0.0136611 0.00804664 0.0204155 0.0126145 0.0105577 0.00503746 0.00959022 0.00805787 0.0172861 0.0161352 0.0151669 0.0112843
threshold=36.625813070500008 36.372781240150012 36.173488152900006 0.49850303880000008 0.49967066855000003 0.50482021495000018 0.37138109635000011 0.51243974730000008 0.34392682850000006 35.337501601400007 0.51484985480000012 0.51700547890000015 0.52029879345000019 38.703421923500009 0.50579323975000012 0.38780276035000005 0.52266399210000014 0.39051226010000012 38.828362408050005 0.50041914915000019 0.4901499955000001 0.47612346935000005 0.47305469895000007 38.441102963850007 38.238138001450004 37.272044000450002 0.52428071015000011 0.39458399450000009 0.39685937550000011 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -7 -8 -1 -10 -9 -12 -13 14 19 -16 -17 -18 -15 20 21 22 -2 24 25 26 -19 -27 -29 -30
right_child=13 -3 -4 4 5 6 7 10 9 -11 11 12 -14 18 15 16 17 23 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.010272927980414619 0.018684411923274625 0.045343796955134331 -0.055618465443059421 0.10007999769495056 -0.028233733928313565 0.10022775162149718 -0.10027654126301343 0.10010538843123794 -0.073669449896629158 0.0039206083849922758 -0.10066746781639382 0.10013836631050713 0.011208529413259546 0.035270133515668538 -0.058705205041771839 0.065887389335535798 -0.10160661483447796 0.10058353234230735 -8.4393620037483355e-05 0.0094587221967495985 -0.045861402158679045 0.035409628676185391 -0.045986105052450613 -0.038058576816141818 0.040367914956831341 -0.10110932571163907 -0.044967188148588355 0.10021736465421401 -0.10044223569079475 0.010374042574785193
leaf_weight=0.040979506842029043 0.047547199510184934 0.054662923309666989 0.027529052406461585 0.016329782813045313 0.033864035081933253 0.012500284123234451 0.0060274780807958441 0.0059415888972580424 0.027586459863588209 0.03040806715281974 0.0057039807872456541 0.0076228533871471873 0.032217909291195904 0.11050396984018895 0.1236843108927132 0.03091356623667707 0.021181670410442166 0.016660094261169427 9.9775910276802318 0.60692857851972803 0.10596181332948618 0.09257241926388815 0.053815835271961987 0.032861408537423475 0.051605944409157445 0.022459534828971783 0.015992000246549683 0.011760180816054344 0.014235318656815817 0.025921662318063757
leaf_count=60 34 24 24 6 13 3 5 2 38 9 4 3 229 24 18 10 5 1 2156 10 13 13 7 22 24 9 50 2 18 64
internal_value=-2.44359e-05 0.00639435 -0.00223554 0.0044693 0.0205616 0.00806125 0.0256162 0.00939984 -0.0150755 -0.0329869 0.0222396 0.0120815 0.0282237 -0.00019469 -0.00413432 -0.0213472 -0.00237862 -0.0123014 0.000302876 0.00283712 -0.0105636 0.00872231 -0.0156506 -0.00242317 0.00495876 -0.0121144 0.0292972 -0.0302946 0.000340148 -0.0289094
internal_weight=11.6636 0.301374 0.246711 0.219182 0.120208 0.103878 0.0700141 0.0575138 0.098974 0.0579945 0.0514863 0.0455447 0.0398408 11.3622 1.2741 0.367276 0.243591 0.212678 10.0881 0.906826 0.299897 0.193935 0.101363 0.191496 0.158635 0.107029 0.0326521 0.0743767 0.0519172 0.040157
internal_count=2900 420 396 372 265 259 246 243 107 47 238 236 232 2480 300 223 205 195 2180 77 67 54 41 190 168 144 51 93 84 82
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 2 0 1 1 1 1 1 1 0 0 1 0 2 2 0 2 2 2 1 0 0 0 2 0
split_gain=0.00135073 0.00690571 0.009762 0.00472278 0.00412748 0.00451417 0.00388266 0.0161063 0.00514575 0.00926432 0.00248396 0.0031465 0.00233223 0.00380878 0.0018845 0.0213673 0.00931556 0.0228436 0.0152927 0.0327761 0.0262731 0.0226678 0.0225338 0.00903239 0.00752637 0.0128609 0.00872879 0.00850387 0.00557102 0.0472325
threshold=35.461062230100005 33.96174662340001 0.38906020780000011 34.542090938800008 0.36597706655000006 0.37982395740000008 36.372781240150012 0.50482021495000018 0.38573695400000008 0.38991347565000006 0.38185982460000006 0.33960061075000009 0.39458399450000009 0.43166372265000008 0.5025747732000001 0.49967066855000003 0.39024280710000009 0.52161611930000007 42.654057868200006 40.12915366295001 0.51589772760000019 43.968221017800005 39.091773401050006 41.261521012900012 0.36501901140000009 0.49811382890000006 0.49588335680000006 0.47886290830000006 39.091773401050006 0.52266399210000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -5 -6 7 -2 -9 -10 11 -1 -4 -14 15 24 18 -18 19 22 -20 -22 -16 -21 26 27 -8 -26 -19 -30
right_child=6 3 12 4 5 -7 14 8 9 -11 -12 -13 13 -15 16 -17 17 28 20 23 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.010902116536370972 -0.045692831738006229 0.067497179527401516 0.10013547949735398 0.031452762188645282 -0.057626596443814626 0.024636692360555781 3.1917847923057905e-05 0.086746655753483129 0.10004589991208686 -0.10014795455304848 -0.007600703290473021 -0.084104865641784765 -0.10016592155370894 0.065935385483246831 -0.013948350025821014 0.039163760786256663 0.073905377084246396 0.0075981509577957244 0.051244510976240755 -0.024499231291781224 0.021136459999174573 -0.071421810248884152 0.0126874880835013 -0.058003059273563473 -0.026343883980106071 -0.055485325667593455 0.019622346017998907 0.042441951786360947 -0.10625402277844352 0.00032835855834242731
leaf_weight=0.0085878350924818263 0.067436856564455 0.020955115477795827 0.006275090971030294 0.047357488168879414 0.013747746008448301 0.012958063430575527 6.1619732592486161 0.014636537642218173 0.0042693942668847757 0.0050409343047267113 0.01285843102959916 0.018566351327667738 0.001999060362704661 0.0044616159366739159 0.7902080410840433 0.14429051442476737 0.043626143211215829 0.87427031854829085 0.1137034202448034 0.19370991817595484 0.063392686012775812 0.045415107763936646 0.53107536128800348 0.13764233740130294 0.038210651739292945 0.064333509241543241 0.23615628044353787 0.03393444206086238 0.042520142147716267 1.8777457695381077
leaf_count=38 23 36 2 19 6 35 876 4 4 53 7 34 17 118 39 26 34 256 36 23 11 44 34 31 13 11 27 31 4 1008
internal_value=-2.30664e-05 0.00947685 -0.0195376 0.0255839 0.0137252 -0.0177112 -0.000145308 -0.0206756 0.0497755 -0.00834599 -0.0438082 -0.0609536 0.0567143 0.0145404 1.93779e-05 0.00109983 -0.00151165 0.00210195 -0.00698109 -0.0102948 0.0176303 -0.0174963 -0.00324237 -0.0384166 0.000259339 -0.0229775 0.000755005 0.00601048 0.000981013 -0.00203168
internal_weight=11.6314 0.147767 0.0527484 0.0950184 0.0740633 0.0267058 11.4836 0.0913837 0.0239469 0.00931033 0.0400126 0.0271542 0.0127358 0.00646068 11.3922 6.6789 4.71331 2.83816 1.87515 1.65264 0.222511 0.108808 1.32128 0.331352 6.53461 0.136479 6.39813 0.0721451 2.79454 1.92027
internal_count=2900 312 216 96 60 41 2588 84 61 57 79 72 137 135 2504 984 1520 1302 218 127 91 55 73 54 958 55 903 44 1268 1012
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 0 0 1 0 0 0 0 2 2 2 2 1 0 0 0 0 1 1 0 0 2 0 2 0
split_gain=0.00127219 0.00875734 0.00699518 0.00584668 0.0108287 0.00828452 0.011251 0.0047426 0.00767569 0.0071555 0.00382052 0.00709151 0.00424729 0.00236374 0.00271132 0.00185563 0.00647901 0.00324791 0.00666375 0.00384354 0.00206923 0.00173011 0.0015252 0.0262472 0.01772 0.0600069 0.0145263 0.0204625 0.0129749 0.0206205
threshold=36.625813070500008 36.372781240150012 36.173488152900006 0.42314601355000009 0.32272985840000007 0.49850303880000008 0.49967066855000003 0.50482021495000018 0.37138109635000011 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52029879345000019 35.337501601400007 34.542090938800008 30.509590007400003 32.785955158400007 0.38906020780000011 0.53781323915000012 0.54422023290000021 0.56793209785000009 0.41932876265000008 0.37138109635000011 0.37482410710000008 0.50300889195000009 0.50579323975000012 37.511241581900002 0.52290350590000012 37.272044000450002 0.52975958800000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 -5 13 -7 -8 -9 -10 -11 -12 -13 14 -6 -14 -17 -18 -19 -20 -21 -1 24 -24 -2 -26 27 -25 29 -29
right_child=22 -3 -4 4 5 6 7 8 9 10 11 12 15 -15 -16 16 17 18 19 20 -22 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=-0.10031897237253483 -0.00030977417963177399 0.042768841398943228 -0.051035153746064377 0.10033329348290132 -0.016336738005380939 0.10005049227129606 -0.024543010182040512 0.10018734810328243 -0.10025784042633386 0.10009423621862122 -0.10059907570738741 0.10011325741946667 0.082085804603644785 -0.0035470974747996301 -0.068054607292558827 -0.10044210890607388 0.10004458473379046 -0.10014148106188192 0.075777658394077685 -0.10008279175291919 0.044162493638286435 -0.020084386378006136 -0.049806390760869998 -0.10137286890482539 0.081211908861302223 -0.013449759758189132 0.00062810456184349587 0.09142788654963363 -0.065926431796273818 -0.050571192784133648
leaf_weight=0.0063926213807003474 7.1637552137622906 0.054160137652561918 0.025748382435858003 0.011986122583039077 0.022222925267940688 0.014974555627304653 0.03203906855196692 0.010629786527715623 0.0055593953384232 0.0052512532565742722 0.0051256496496137052 0.0062425361247733227 0.0031719114379526727 0.031726083925036619 0.018638553956407122 0.0051001293999393708 0.0045316994073800769 0.0044939121571637699 0.0093784620341921254 0.0024000391967022488 0.0016981655983458084 0.0046368971162564776 0.11062676379813829 0.03379209537422409 0.11375623685853486 0.1628060025399094 3.6673325722081955 0.022937822914343549 0.022723367262091204 0.01845405360587165
leaf_count=48 936 24 24 2 37 6 13 3 5 2 4 3 77 7 8 31 4 24 7 17 69 5 41 7 31 38 1356 8 17 46
internal_value=-2.2316e-05 0.00656318 -0.00189088 0.00424582 0.00824879 0.0022235 0.0194521 0.00683027 0.0226391 0.00707208 0.0196621 0.00963971 0.0249043 -0.0240265 -0.0399273 0.00964819 0.00132408 0.0243893 0.0053111 0.0404752 -0.0403121 -0.0665877 -0.000188818 -0.00179733 0.0006491 0.0254867 -0.000386772 -0.0384012 -0.00521182 0.0281194
internal_weight=11.6023 0.286108 0.231948 0.2062 0.19517 0.183184 0.110597 0.095622 0.0635829 0.0529532 0.0473938 0.0421425 0.0370169 0.0725876 0.0408615 0.0307743 0.0276024 0.0225023 0.0179706 0.0134767 0.0040982 0.0110295 11.3162 3.87587 7.44032 0.276562 3.76524 0.0979073 0.0641152 0.0413919
internal_count=2900 420 396 372 319 317 265 259 246 243 238 236 232 52 45 229 152 121 117 93 86 53 2480 1475 1005 69 1434 78 71 54
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 1 1 1 2 2 2 2 0 2 2 0 1 0 0 0 0 2 1 2 2 2 1 0 2
split_gain=0.00143829 0.0125518 0.00990072 0.0300262 0.0252679 0.0056687 0.00462529 0.0112091 0.00425109 0.0277329 0.00642825 0.00399633 0.0129732 0.0144445 0.0107493 0.0030316 0.0136606 0.0101595 0.0059311 0.00391651 0.00574013 0.00455735 0.00334813 0.00247917 0.00234144 0.0138251 0.00998312 0.00586671 0.00341261 0.0145692
threshold=37.858673296900008 38.052786106700005 37.186372654950006 0.52266399210000014 0.39458399450000009 36.921550069850007 0.40621538280000008 0.45280081435000008 0.36501901140000009 36.514114975300011 33.96174662340001 38.318569170500005 38.703421923500009 0.53978922790000017 38.828362408050005 36.372781240150012 0.50482021495000018 0.37138109635000011 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52029879345000019 36.072790850000011 0.35814795965000007 39.268993001500007 39.420767558750008 39.530201452500002 0.39051226010000012 0.48414718120000005 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 -8 9 10 -1 23 13 -13 -14 16 -10 -18 -19 -20 -21 -22 -23 -3 27 -26 -27 -16 29 -28
right_child=1 11 3 4 6 -7 7 -9 15 -11 -12 12 14 -15 24 -17 17 18 19 20 21 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.042611252885993295 -0.038295055430846887 0.03234764689618292 0.06761699294265916 -0.10103787186124012 0.05590500275956678 -0.023534179686732676 -0.10037582559903342 0.057059617299229981 -0.04189913273354668 -0.10183014071393626 0.023231991767215587 -0.048498210408354829 0.031373137520948315 0.015781998199031443 -0.016342344670462843 0.0076210282625805122 0.10016030059157943 -0.10023319479531566 0.10008525971026304 -0.10054182307273106 0.10010247390327398 0.013043221053646931 -0.10013530118751664 0.0028295213425243914 0.027598720489610009 -0.023375731444279867 -0.023935126031533725 0.00041751835786834788 0.0024134090552873563 -0.00017630272031432873
leaf_weight=0.018323373873949 0.086631628752361745 0.060762651944627932 0.082668219381957841 0.025407258843028302 0.022773426945093433 0.094606194614831884 0.00801232715796385 0.010382637264907457 0.063931042321200907 0.028389262172233032 0.077719598291413616 0.11138488625801479 0.10922581803514653 0.050948258817935743 0.30420457646732746 0.66058847481567462 0.013596141012385488 0.0050328395268479644 0.004751935019157826 0.0046403863921113944 0.0056490578572265795 0.027533691799972143 0.0028879683803410125 0.0535097798081412 0.18221643366996332 0.18248123905816704 0.2743110294441119 0.66637712738705357 3.9688820613954059 4.3672507931710536
leaf_count=67 24 10 27 8 8 36 24 29 18 6 48 33 24 27 28 52 4 6 2 4 3 220 26 38 24 24 43 56 1306 675
internal_value=-1.81234e-05 -0.000389583 0.00332698 0.0273647 -0.0226173 -0.000233263 0.0257803 -0.0115148 0.00218109 -0.0149968 0.0106702 -7.17399e-05 -0.000279734 -0.0283239 0.000173027 0.00489153 -0.00919247 0.023432 0.00277277 0.0141757 0.00414806 0.0176161 0.00229903 0.0185253 -0.000169618 0.000334949 -0.00023004 -0.00483544 0.000260487 -0.00158042
internal_weight=11.5751 10.4182 1.15689 0.149244 0.0665757 1.00765 0.0411684 0.018395 0.913044 0.124432 0.096043 10.3316 10.2173 0.162333 10.0549 0.788612 0.128023 0.064092 0.0504959 0.045463 0.0407111 0.0360707 0.0304217 0.114272 9.94572 8.97514 8.79293 0.970582 8.61044 4.64156
internal_count=2900 2312 588 96 69 492 61 53 456 121 115 2288 2240 60 2180 335 283 265 261 255 253 249 246 48 2156 2072 2048 84 2024 718
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 2 1 2 0 1 1 2 1 2 0 1 2 2 0 2 0 0 2 1 1 1 2 0 2
split_gain=0.00154732 0.00641466 0.00670517 0.00425331 0.00832736 0.00392065 0.00375656 0.00318222 0.00243218 0.0017562 0.00161216 0.0152308 0.0237955 0.00722249 0.0082118 0.0201362 0.00725369 0.0039347 0.0719255 0.0151106 0.0516976 0.0319816 0.0138625 0.0135699 0.0166996 0.0119332 0.0380763 0.0761481 0.0322276 0.0239545
threshold=35.461062230100005 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 33.384956903900012 34.542090938800008 0.33960061075000009 35.131296350900008 0.54384599265000022 0.35585760905000008 0.34988473400000003 42.049402686800001 0.35814795965000007 36.372781240150012 0.50482021495000018 0.35877668335000007 39.211875820650008 39.268993001500007 0.50300889195000009 40.742467179200005 0.50482021495000018 0.50109278165000015 39.091773401050006 0.39024280710000009 0.38991347565000006 0.38780276035000005 40.12915366295001 0.52324780695000006 42.654057868200006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -3 -1 -8 -6 11 -2 -13 -12 15 -15 -16 22 -19 20 -20 -21 -18 24 -24 26 27 -23 -27 -29
right_child=10 6 3 4 5 -7 8 -9 -10 -11 13 12 -14 14 16 -17 17 18 19 21 -22 25 23 -25 -26 28 -28 29 -30 -31
leaf_value=-0.0050245085651024783 2.7299731013734538e-05 0.065856760232865533 0.10006005986552068 -0.10042802308472532 0.09976753320339328 -0.10017142207338237 -0.0081080399629470182 -0.081107557584944645 0.030160616669751436 -0.00094198658644979575 -0.030305309376040004 0.059423536552715886 -0.0089089348589589824 -0.075615737914010495 0.036239771981992575 0.047825224161162271 0.028312213679961135 -0.1107019408050619 -0.10340502906593968 0.082258744828041866 0.0037239245273912171 0.066544563018722858 -0.0133488557655012 0.027778873946184793 0.0067638627046840401 0.039741966496957722 -0.065178431688628233 -0.039995018721360465 -0.0010072073608989622 0.012631914779524057
leaf_weight=0.0083039335342505009 6.045844202081998 0.018873691987739249 0.0051759965135715893 0.0057819800567813192 0.0067118340120977402 0.0015121959733104704 0.026778780354662551 0.016265290767588609 0.043725419474156896 0.0023335571303287469 0.085320778495747152 0.10993468982013604 0.09499921114451032 0.04249944441835185 0.053109079328352737 0.019177920812618376 0.18860318087269368 0.06098918128773112 0.062205227548773639 0.047720834477658847 0.16330006216737605 0.12651204894655199 0.79098826537119737 0.1584855838245075 0.86348342433312675 0.2178857650610514 0.11212230523983635 0.26298555671232293 1.7767181635270983 0.1288757142804613
leaf_count=38 822 36 4 3 6 15 36 34 24 116 24 28 13 7 10 61 20 12 16 22 87 15 41 18 260 39 11 38 976 68
internal_value=-1.77789e-05 0.0106069 -0.019698 0.0210631 -0.00396135 0.0488697 0.0262327 -0.0553929 0.0156255 0.0737862 -0.000143899 0.00093611 0.0277473 -0.00145196 -0.000966945 -0.0372331 -0.000520833 -0.000914377 -0.00323052 -0.00096901 -0.0258274 0.00112829 0.00251005 -0.000174165 -0.00285185 -0.000346557 -0.0123386 -0.00090953 0.00344413 -0.022687
internal_weight=11.5472 0.135463 0.0460848 0.0215156 0.0163396 0.0105576 0.0893779 0.0245692 0.0705042 0.00904539 11.4118 6.25078 0.204934 5.16098 5.07566 0.0616774 5.01398 4.96088 2.95931 2.89833 0.225505 2.67282 2.00156 1.81296 1.65447 2.6251 0.630496 0.518373 1.9946 0.391861
internal_count=2900 312 216 144 140 137 96 72 60 122 2588 863 41 1725 1701 68 1633 1623 1284 1272 103 1169 339 319 301 1147 132 121 1015 106
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 0 0 2 2 1 1 2 1 1 2 2 0 2 0 2 2 1 2 2 0 0 0 0 1
split_gain=0.00152568 0.0100504 0.0082225 0.026071 0.0225069 0.00584184 0.0229024 0.0187077 0.0104653 0.00945798 0.00388433 0.00988113 0.00353264 0.00334081 0.00323116 0.00313096 0.0112015 0.0120263 0.00910969 0.00821336 0.00390428 0.0105306 0.00936354 0.00817996 0.00277473 0.00888595 0.0353742 0.0335089 0.015949 0.0215673
threshold=37.858673296900008 38.052786106700005 37.186372654950006 0.52266399210000014 0.39458399450000009 0.50300889195000009 0.51929582950000019 0.52975958800000011 34.997818021800008 36.514114975300011 0.40621538280000008 0.45280081435000008 34.394321486900004 0.43166372265000008 0.43625939340000008 38.318569170500005 38.703421923500009 0.53978922790000017 38.994321257850011 0.51589772760000019 39.268993001500007 39.420767558750008 0.39051226010000012 39.530201452500002 41.43512228960001 0.48414718120000005 0.48851830785000006 0.50109278165000015 0.50579323975000012 0.38573695400000008
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -7 9 12 -8 -6 -12 13 -9 -15 -3 17 -17 19 -18 22 -22 -20 -23 25 -25 -27 -28 -29 -30
right_child=1 15 3 4 10 6 7 8 -10 -11 11 -13 -14 14 -16 16 18 -19 20 -21 21 23 -24 24 -26 26 27 28 29 -31
leaf_value=0.0037723669548722708 -0.034567625999963283 0.016382171120157211 0.064066407942687073 -0.10093809230754416 0.051441052865590114 -0.057508976209329168 0.0089824978612011979 -0.10018863957490734 -0.082226413492109685 0.088931058863473064 -0.10034232126688002 0.052588519355134956 0.075905269324540045 0.087392128848780753 -0.10005995951259433 -0.045375914643460379 -0.0029233880811444651 0.013577858016633275 -0.023388478472161901 0.03602936672312429 0.024478742255790893 -0.021345374102950621 -0.00014167886108349366 -0.0028551841844834166 -0.0011195962391600848 0.03888721760142963 -0.061389986148962343 0.043057249926935041 -0.023205330032584702 0.0093297085232299827
leaf_weight=0.81937602086865868 0.085378435658838181 0.11375998567304968 0.079251274097714541 0.023006367974115705 0.022021906781368727 0.076093400248112175 0.028310695338965235 0.0031703790448955986 0.022660288779737747 0.030999705501528751 0.0073011934080665633 0.010027276632156912 0.0072184463706467727 0.0032167097137971723 0.0012876566896685747 0.10864322081377231 0.091715137012213677 0.0507738077932256 0.24331559923029811 0.13209277955158516 0.17623591890514845 0.1793740853163478 0.60183805177715843 1.5141595924222739 5.4875750064938638 0.29824969853507344 0.081506710188932519 0.10022800193110004 0.26944666766547687 0.83561785551439571
leaf_count=154 24 48 27 8 8 27 34 17 97 10 24 29 23 9 121 33 16 27 19 32 24 24 41 175 1507 17 25 12 31 257
internal_value=-1.85545e-05 -0.000399372 0.00346403 0.026006 -0.0223663 0.000247247 -0.0164528 0.0157997 -0.0394296 0.0507691 0.0235711 -0.0118475 0.0256865 -0.0215465 0.0338055 -0.00011572 -0.000300249 -0.0265993 0.000118528 0.0200668 -0.00033762 0.000276388 -0.00683432 -0.000210179 0.000231326 0.00262332 0.0078568 0.000664687 0.00486107 0.00139673
internal_weight=11.5039 10.3699 1.13394 0.141608 0.0623567 0.992333 0.172957 0.0968639 0.0375535 0.0593104 0.0393504 0.0173285 0.0148932 0.00767475 0.00450437 10.2845 10.1708 0.159417 10.0114 0.223808 9.78755 8.94239 0.845154 8.76616 8.58678 3.09921 1.58505 1.2868 1.20529 1.10506
internal_count=2900 2312 588 96 69 492 338 311 267 44 61 53 170 147 130 2288 2240 60 2180 48 2132 2072 60 2048 2024 517 342 325 300 288
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 0 0 1 0 2 2 1 2 0 0 2 0 2 0 1 0 2 1 1 1 0 2 1 1
split_gain=0.00158052 0.0240395 0.0140714 0.0139372 0.0372557 0.0202477 0.0155731 0.0479904 0.012349 0.0173756 0.051366 0.0531189 0.0118022 0.00632401 0.0043427 0.0317715 0.00368387 0.00787757 0.008939 0.00493414 0.00391214 0.0179543 0.0144894 0.0126748 0.00883979 0.0118094 0.0246373 0.0328649 0.0138151 0.0324933
threshold=0.38398550940000004 0.38733870245000007 0.37982395740000008 0.37138109635000011 0.51484985480000012 0.5089817670000002 0.50356276755000018 0.50579323975000012 0.38906020780000011 0.52215502530000013 39.344049039350004 40.305698932850007 0.36543816055000006 42.297164883650005 0.52104727400000017 0.51243974730000008 37.064694648750013 0.52877159370000015 36.82350895510001 0.52975958800000011 0.39078171310000004 0.52646627350000019 42.34047585750001 0.39167988980000007 0.39458399450000009 0.39584144190000009 0.53484925600000011 44.086690780350004 0.40367054880000008 0.41753240920000007
decision_type=2 2 2 2 2 2 2 2 2 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 12 -8 -3 10 -10 -12 -1 -9 15 -13 17 -11 19 -19 -18 22 -22 -23 -25 -26 27 -27 -28 -30
right_child=1 8 -4 4 -6 -7 7 13 9 16 11 14 -14 -15 -16 -17 20 18 -20 -21 21 23 -24 24 25 26 28 -29 29 -31
leaf_value=0.00054073148433930501 -0.054224612041599153 0.028725321078080481 0.024167054690343526 -0.024068840720855248 0.035843049670727455 -0.10203207612749793 0.086372134901214911 -0.024402596484248265 0.07135016830038253 -0.10060292190946661 -0.10465989757364065 -0.10099789353511544 -0.023744781183423769 0.014501954213758668 0.054269605593603033 0.087905327289409474 0.0059343219019035269 0.10022057470842581 -0.1003893208087327 -0.0010683298981190241 -0.1012193019509323 0.058656853832470483 0.010313717719940297 -0.045558514820173646 0.038443066221489831 -0.10120159917954466 0.026006457498116049 0.0096954372889723368 -0.10058786037211714 -0.00020115500322371389
leaf_weight=7.1202905019303593 0.085334400487419138 0.13881320698419619 0.24868662830857591 0.083528087327067513 0.066524511355225968 0.055409394041475935 0.084895380090529104 0.087933760645682923 0.038736143552974944 0.011289549219982674 0.092402862992869941 0.017161441069912228 0.20589582089351299 0.079608805792375392 0.021066590116743056 0.018502907265709245 0.92242238951780553 0.006343304179608821 0.0074976873926928525 0.019888125870886654 0.032169482656910484 0.035668692900799326 0.018258933902583555 0.044493287697093709 0.074942902123552702 0.056325316830232702 0.19347819771428443 0.050848428672257778 0.032942491366356852 1.5194964832192503
leaf_count=1038 23 24 34 23 22 34 28 12 21 25 10 47 34 29 3 11 27 1 12 246 36 6 35 39 15 60 44 48 43 870
internal_value=-1.68941e-05 -0.00181112 0.000751046 2.94987e-06 -0.0256958 -0.0551612 0.000699663 0.0251201 -0.000477086 -0.00173837 -0.0312479 -0.0578968 -0.000141791 -0.00591688 0.0182706 -0.00299361 9.36955e-05 -0.0282986 -0.00409751 0.0234254 0.000522466 -0.00190246 -0.0608358 -0.000422569 -0.00149089 -0.000473937 -0.00204782 -0.0485867 0.000808981 -0.00233134
internal_weight=11.4709 3.43808 8.03277 7.78409 0.205462 0.138937 7.57862 0.252438 3.35275 3.21394 0.18787 0.149134 7.32619 0.167543 0.0567309 0.0356643 3.02607 0.0450187 0.0337291 0.0262314 2.98105 2.05862 0.0504284 2.0082 1.97253 1.92803 1.85309 0.107174 1.74592 1.55244
internal_count=2900 1646 1254 1220 79 57 1141 69 1623 1599 92 71 1072 41 61 58 1507 284 259 247 1223 1196 71 1125 1119 1080 1065 108 957 913
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 0 2 2 0 2 2 2 1 2 2 0 0 0 0 0 0 0 0 0 1 0 0 0 2
split_gain=0.00146914 0.0100883 0.0049456 0.00579484 0.0094071 0.00680967 0.0105441 0.00412849 0.00695997 0.00724533 0.00482949 0.00383145 0.00454233 0.00250638 0.00234949 0.00255892 0.00197325 0.0032116 0.00171599 0.00145215 0.00141446 0.0429066 0.0110894 0.0357397 0.0103177 0.0239766 0.0234758 0.0217292 0.0266442 0.0200825
threshold=36.514114975300011 36.372781240150012 36.173488152900006 0.42314601355000009 0.32272985840000007 0.49850303880000008 0.49967066855000003 36.072790850000011 35.818873074050011 0.50041914915000019 35.131296350900008 32.785955158400007 30.509590007400003 0.38733870245000007 35.337501601400007 34.542090938800008 0.53781323915000012 0.54475913895000005 0.56793209785000009 0.41932876265000008 0.51700547890000015 0.51929582950000019 0.52029879345000019 0.52161611930000007 0.51243974730000008 0.37138109635000011 0.5025747732000001 0.50300889195000009 0.50579323975000012 43.082598263550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 -5 14 -7 8 9 -8 11 12 -11 -13 15 -6 -15 -18 -19 -1 24 -22 -23 -24 25 27 -27 -2 -29 -28
right_child=20 -3 -4 4 5 6 7 -9 -10 10 -12 13 -14 16 -16 -17 17 18 -20 -21 21 22 23 -25 -26 26 29 28 -30 -31
leaf_value=-0.10029671831178032 -0.00021513795192562395 0.058547675253010023 -0.044741685315258579 0.10029157208911679 -0.013219374733866127 0.099995114794959344 0.10014120082450173 0.078282471397620582 -0.076408656515365866 0.078027780941359259 -0.05606571284949044 0.064687934337837233 -0.074308380652393244 -0.027503449594746106 0.0003023434341459083 -0.064908503309198395 0.07335413969585193 -0.1000713529459981 0.039537245263719017 -0.025322334632811933 -0.10112782979480164 0.039303778793085969 -0.058441710482852016 0.00046253367043807723 0.019274680017635899 0.0077051623304585483 -0.10234169742794495 0.069044996167413206 -0.0043871209505999872 -0.0072379558024195535
leaf_weight=0.0058778043490936294 7.1402591510471609 0.033583081895849742 0.02254901619784222 0.010644038091413677 0.020636640282301388 0.014188769228894671 0.008123548934236155 0.0073242122608240109 0.010371991653446697 0.0025822000515561593 0.012373241607806423 0.013468813616782427 0.0080890603499334211 0.0085304803457564287 0.029480201381829829 0.017872396580060013 0.0075732985278591522 0.0020896610355685516 0.0015214358233375008 0.0046091355152384494 0.043020457480151708 0.068155734634829712 0.10646236164393519 3.1718330158872994 0.28359688605769395 0.066999916979479379 0.063612729308260896 0.10174804902999302 0.096062833755354404 0.034108981157647822
leaf_count=48 938 12 24 2 37 6 3 11 18 78 29 8 34 9 7 8 5 12 52 5 20 10 14 1321 38 48 32 32 10 29
internal_value=-2.41618e-05 0.0076927 -0.000521915 0.0048575 0.00918746 0.00328269 0.0203983 0.00663339 -0.00038945 0.0118631 -0.000890891 0.0146761 -0.0374465 0.0314378 -0.0209439 -0.0372088 0.00872201 0.0363516 -0.0412511 -0.0673446 -0.000190908 -0.00189603 -0.000620354 -0.00145038 0.000551345 -0.000156376 -0.0378874 0.000690592 0.0333842 -0.0691465
internal_weight=11.4173 0.241489 0.207906 0.185357 0.17487 0.164226 0.0962367 0.0820479 0.0747237 0.0643517 0.0562282 0.0438549 0.0106713 0.0331837 0.0679892 0.038509 0.0197149 0.0111844 0.0036111 0.0104869 11.1759 3.38947 3.34645 3.2783 7.78639 7.50279 0.164722 7.33807 0.197811 0.0977217
internal_count=2900 408 396 372 319 317 265 259 248 230 227 198 112 86 52 45 78 69 64 53 2492 1365 1345 1335 1127 1089 109 980 42 61
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 0 2 1 1 0 1 1 1 2 1 2 0 2 0 0 2 0 0 2 2 2 2 2 0
split_gain=0.00139209 0.00553648 0.00582236 0.00344852 0.00698673 0.00342507 0.0034097 0.0117945 0.00294962 0.00181166 0.00157238 0.00134501 0.0173274 0.0127468 0.0214534 0.00948825 0.00574078 0.0189531 0.00350512 0.0241437 0.0232458 0.0199629 0.0156144 0.0126366 0.0196916 0.0379972 0.028756 0.0251262 0.0307735 0.0136201
threshold=35.461062230100005 33.96174662340001 0.38185982460000006 0.38573695400000008 0.38906020780000011 33.384956903900012 0.50041914915000019 35.131296350900008 0.33960061075000009 0.38780276035000005 0.54384599265000022 0.35585760905000008 0.35759408400000009 0.34988473400000003 42.049402686800001 0.35877668335000007 36.372781240150012 0.50482021495000018 41.919251152600005 0.48607826115000008 0.48320409570000006 42.072181850200003 0.48181192180000004 0.48101853240000009 40.922041107600009 40.580626202750004 41.21013581150001 40.380906245900007 39.852039223600009 0.47760546090000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -3 9 -1 -8 -6 13 -13 18 -15 -14 17 -17 19 20 22 -20 23 24 25 27 -26 28 -2 -28
right_child=11 6 3 4 5 -7 7 -9 -10 -11 -12 12 15 14 -16 16 -18 -19 21 -21 -22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=-0.0045305866799119363 0.0033950543121929427 0.039038397902171812 0.1000525794545722 -0.10036712262340737 0.099599675894682313 -0.10015106681568607 0.071875897933056918 -0.10047658907892654 -0.079627273792441625 0.0080371616647730137 -0.0015984876589791527 -0.054314302906569162 0.034557103390163206 0.056923471821603767 -0.008872228872600512 -0.073224739252579649 -0.00087741771270537076 0.049869219932225768 -0.028675423612137693 0.026725149906484166 -0.025067220846446199 0.00012025266486195323 0.022335340269926528 -0.024224437928410666 0.047564064875703166 -0.060925083199282241 0.017448718042202299 0.039537734119520766 -0.048895215127791686 -0.012683148426806233
leaf_weight=0.0080823351199055208 0.51233394260965448 0.05708988673749605 0.0043627415434457353 0.0047531530144624421 0.0059159059260487385 0.0013270045847175701 0.0094949006452225149 0.0086154688974438183 0.014821809599268867 0.0083588772465686446 0.0020735143460196438 0.061036194509638153 0.075145474449527572 0.10461852295605885 0.094158574729994712 0.038150867621880857 4.8352860811688245 0.018610276190418718 0.26323639183777237 0.36062886443687592 0.3448016835063753 2.8185013412725484 0.3466876025777309 0.20449145650491107 0.18974778482021293 0.11786417894385437 0.31086946513169167 0.13323286854466687 0.14423154864702781 0.2899111428228025
leaf_count=38 102 32 4 3 6 15 6 13 34 45 116 17 17 28 13 7 1623 61 30 24 22 444 28 13 20 20 48 14 28 29
internal_value=-2.43167e-05 0.0104751 -0.0194595 0.0223765 -0.0017096 0.0486245 0.0252837 -0.00438308 -0.0531274 0.0419875 0.0733355 -0.000140739 -0.00135762 0.000840564 0.0257568 -0.000706891 -0.00124857 -0.0328659 2.00986e-05 0.00248098 -0.000889321 -0.00233942 0.00281686 -0.000739597 0.00208838 -0.0079611 0.0136269 -5.71099e-05 -0.00809185 0.00290836
internal_weight=11.3884 0.124896 0.0413365 0.0184323 0.0140696 0.00931642 0.0835591 0.0264692 0.0229041 0.0178538 0.00798942 11.2635 5.02823 6.23532 0.198777 4.96719 4.89205 0.0567611 6.03654 2.9548 2.59417 3.08174 2.24937 1.90268 1.69819 0.907663 0.790528 0.789798 0.656565 0.600781
internal_count=2900 312 216 144 140 137 96 64 72 51 122 2588 1725 863 41 1708 1691 68 822 348 324 474 302 274 261 164 97 144 130 77
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 2 0 2 0 0 1 0 0 0 2 2 1 1 1 2 1 1 1 0 1 0 0 1 2
split_gain=0.00140425 0.0079645 0.0284951 0.0127554 0.00690043 0.0107378 0.031088 0.00908824 0.00694392 0.0056168 0.0179198 0.0172436 0.00545639 0.0206096 0.0164623 0.00866195 0.0081257 0.00354049 0.00296765 0.00366191 0.00281947 0.00262211 0.00268381 0.00232037 0.0204289 0.0137176 0.0140156 0.00716989 0.0106477 0.00536913
threshold=37.737818700150008 37.186372654950006 0.52266399210000014 0.54384599265000022 38.703421923500009 0.4901499955000001 38.592454371550012 0.52772372085000019 38.828362408050005 0.54279811980000015 0.54679500610000009 0.44286099220000008 0.50300889195000009 0.51929582950000019 0.52975958800000011 36.514114975300011 34.997818021800008 0.45206730335000006 0.45280081435000008 0.46208197360000008 34.394321486900004 0.43166372265000008 0.43625939340000008 0.45206730335000006 0.56055207925000017 0.45664800455000004 0.56369569775000017 0.57811143375000007 0.45877368940000007 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 5 -2 7 -7 -6 -9 -11 -12 -1 -14 15 -15 20 -5 -18 -20 21 -16 -23 -10 -25 -26 -27 -28 -29 -30
right_child=4 2 3 17 8 6 -8 9 23 10 11 -13 13 14 16 -17 18 -19 19 -21 -22 22 -24 24 25 26 27 28 29 -31
leaf_value=0.0038895770537216256 0.0073789338985832025 0.067294691611543431 -0.10092427013050716 -0.02527018778149917 0.025811410591405588 -0.033657724220488669 -0.10201181307653534 0.034986928549326522 0.00016547221502714122 -0.10069178104090937 0.075834660098133888 -0.070107310084171579 -0.056909671193972944 0.0078222320764445141 -0.10015349651485975 0.087548290000522638 -0.10034823387791858 0.06189041271962873 -0.10020399925329071 0.069783884795949422 0.071077873669817854 0.084645899865846017 -0.10004844016471903 -0.10083878298075047 -0.037708483453076799 0.062559222327264907 -0.06375855686652479 0.055470889024184449 -0.03556794410235526 0.003950367751359464
leaf_weight=0.80707760022498221 0.1476476950010826 0.069172105723282529 0.018259521123511036 0.0096956417887453794 0.10413154625233723 0.082949508475227432 0.044713813979099903 0.049693218390530092 9.4094836512235585 0.015852791955694556 0.024076392091856743 0.012197432394542674 0.070016597507901651 0.026024352861840461 0.0026229045171130569 0.028607661279664853 0.01545942542472383 0.0089738290754471373 0.0024483936877946998 0.0026270050546429767 0.006251802651697504 0.0026591759529992487 0.0011173519251701279 0.022208843348695162 0.083686227516551526 0.040840246736479457 0.016801436062456432 0.034098094613000285 0.044605263886213609 0.14997666026121337
leaf_count=154 31 20 10 18 24 32 10 19 1667 5 19 40 27 34 17 10 50 24 12 35 23 9 121 13 35 8 24 10 226 173
internal_value=-2.23008e-05 0.00342366 0.0294292 -0.0414971 -0.000381212 -0.0136575 -0.0271923 -0.00908608 0.000124239 0.0109317 -0.0120006 0.0267602 0.000564111 -0.0164404 0.0158253 0.0495702 -0.0397267 0.0166252 -0.0785662 -0.012219 0.0233156 -0.0233449 0.0300008 -0.000148657 -0.00768478 -0.00209343 0.00831616 -0.000708152 0.00392425 -0.00510867
internal_weight=11.354 1.07101 0.106101 0.036929 10.283 0.377131 0.229483 0.184769 9.90583 0.10182 0.0521266 0.0362738 0.964912 0.157835 0.0878181 0.054632 0.0331861 0.0186695 0.0205348 0.0050754 0.0126512 0.00639943 0.00377653 9.8017 0.392217 0.370008 0.286322 0.245481 0.22868 0.194582
internal_count=2900 564 72 52 2336 156 125 115 2180 83 64 59 492 338 311 44 267 42 97 47 170 147 130 2156 489 476 441 433 409 399
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 2 0 0 2 1 1 1 2 2 1 0 0 0 0 0 1 1 2 2 0 1 2 0 0
split_gain=0.00146583 0.00828683 0.0046492 0.00941281 0.0057461 0.0148593 0.0095166 0.00786688 0.0112867 0.00733021 0.00612128 0.00357849 0.00695339 0.00295511 0.00344727 0.00188544 0.0014129 0.00270791 0.00145364 0.00137591 0.0104049 0.0147499 0.0250817 0.026407 0.0100779 0.0102914 0.00929544 0.0105033 0.0131935 0.0100951
threshold=36.514114975300011 36.372781240150012 0.42314601355000009 0.42646926740000007 35.461062230100005 0.50482021495000018 35.337501601400007 0.49850303880000008 0.50041914915000019 35.131296350900008 0.34446573455000007 0.38573695400000008 0.38991347565000006 32.785955158400007 30.509590007400003 0.38733870245000007 0.53781323915000012 0.54475913895000005 0.56793209785000009 0.47727612945000003 0.47577916830000005 0.34500464060000008 0.34512439750000007 41.755948821900006 38.938637541200009 0.47305469895000007 0.32600820335000008 42.131954243650007 0.46928235680000008 0.42646926740000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 10 -9 13 -5 -7 -13 14 -10 -15 -17 -18 -19 20 24 -22 -23 -24 -2 26 29 28 -28 -26
right_child=19 -3 3 4 5 11 -8 8 9 -11 -12 12 -14 15 -16 16 17 18 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.06630992664868661 -0.031349658222107987 0.054836549599826159 0.10026167857532767 0.012328774028740492 -0.059525576846025996 0.083227169443783985 0.084517197558056423 0.099909326418598537 0.074589873920836103 -0.10049415124085925 -0.069757065957432182 0.1000357892010777 -0.10011185673221956 0.059843622241789886 -0.069251655769760001 -0.022631313972335396 0.072123017174491127 -0.10005940810395242 0.036474356387250696 0.00033875870497663136 -0.038615403548551912 0.039233159077157603 -0.069024193937547343 0.017910819454263205 -0.0012191044110279091 0.019667452453425653 -0.1005051181700693 0.00039096090909266837 -0.015150912080757185 0.029228745805564799
leaf_weight=0.0099933888921857617 0.090341678243919366 0.03230745805048213 0.0095733527559787035 0.015488711287616717 0.041754180718271527 0.011327973159495745 0.015485226100770841 0.014359167518705362 0.0021865176096309714 0.0064564578706884914 0.021971640002056099 0.0032223107700701794 0.0037626226071876372 0.012303551775403321 0.0070004816347374859 0.0078794347401984766 0.00638026639353484 0.0017993199307867994 0.0013762033086529729 9.0869972605934723 0.17617278674969827 0.095258093308075331 0.07277626336349384 0.067207419032671592 0.92916999070160489 0.29848119601527812 0.03124129116162766 0.085341168287472069 0.043084324615193736 0.12334741266386118
leaf_count=55 45 12 2 15 10 4 11 8 78 6 30 4 53 8 34 9 5 12 52 2009 33 8 10 45 165 54 43 47 6 27
internal_value=-2.33438e-05 0.00797423 0.000101954 0.003742 -0.00160674 -0.0265867 0.0117086 0.000109502 0.022637 -0.0018124 -0.0358171 0.0485154 -0.00777913 0.0145555 -0.0350172 0.0298697 0.00871795 0.0345677 -0.0408886 -0.000185197 -0.0025511 -0.0167357 -0.000349883 -0.0272859 0.00109394 0.00303415 -0.00106154 -0.0235447 -0.0510279 0.00234916
internal_weight=11.324 0.224628 0.192321 0.182327 0.172754 0.0600671 0.112687 0.0972018 0.0597414 0.0453822 0.0374604 0.0183129 0.00698493 0.0389258 0.009187 0.0297388 0.0174352 0.00955579 0.00317552 11.0994 2.01242 0.411415 0.235242 0.139984 1.60101 1.51067 1.21218 0.159667 0.0743256 1.05252
internal_count=2900 408 396 341 339 71 268 257 212 204 45 61 57 198 112 86 78 69 64 2492 483 96 63 55 387 342 288 96 49 192
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 0 1 2 2 1 1 0 0 2 0 0 1 1 2 0 0 0 0 0 0 1 2 2 2 0
split_gain=0.00133921 0.0101411 0.0168311 0.0491365 0.00772289 0.0160287 0.0163506 0.014985 0.0116587 0.0138405 0.0341702 0.0180747 0.0110018 0.00919697 0.0443724 0.0319799 0.01823 0.0353254 0.00908344 0.00881031 0.00858607 0.00953482 0.0130596 0.00706437 0.0138144 0.0168294 0.0123008 0.0191822 0.0144505 0.0212066
threshold=41.43512228960001 41.678468725050003 0.48101853240000009 0.48661716715000009 0.34548366815000003 0.48543456785000005 0.34536391125000004 41.322103772800006 41.289992964000007 0.34632196640000007 0.35585760905000008 0.48543456785000005 0.48077901860000011 41.061442884200012 0.47997065955000012 0.47943175355000006 0.34500464060000008 0.34458549145000011 39.893178577750007 0.47739588635000008 0.49850303880000008 0.50041914915000019 0.5025747732000001 0.55671985870000007 0.56055207925000017 0.43887907550000005 40.712530798250008 40.305698932850007 39.788107623550012 0.51929582950000019
decision_type=2 2 2 2 2 2 2 2 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 6 13 8 9 -6 18 12 -12 14 15 16 17 19 -11 -1 -13 -22 -23 26 -25 -26 27 28 -24 -30
right_child=1 -3 3 -5 7 -7 -8 -9 -10 10 11 20 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.0038309692083046648 0.011969428602956779 0.0002337193969458782 -0.069066800754267396 0.0067072008321998116 -0.023275510199914744 0.03283010459151061 0.037397882215881563 -0.038668704305300512 0.038816374872271589 0.025537721660551946 -0.010576621079858255 0.024531791988636576 -0.10104753905159575 0.013284301337547058 -0.047610198292107955 0.046240272751961353 0.02973641609939583 -0.054620431945534779 0.081226088228376833 0.035880806833358821 -0.032805193356208788 0.032321747709366695 -0.00063881239152319049 0.051847385708909156 0.042768704805192015 -0.013739979630203559 -0.022169796343022508 0.030651781007133928 -0.05377594394102532 0.0038237317023659305
leaf_weight=0.28915394212526341 0.16242116225998882 4.9451422239920877 0.15431390755111352 0.1921268284108677 0.26185590101704237 0.20663416282332026 0.12700477769249108 0.10451788990631161 0.074718122494922823 0.058010894755860298 0.025296308352279584 0.13352742151573727 0.028681865682139041 0.37067946463253065 0.19713657523971051 0.15444759817910381 0.12435467367106534 0.14524249566379838 0.059160916012388043 0.069245347403921187 0.093531123404318683 0.11744174236082505 2.1309542929992045 0.069384105643937655 0.072565184842252523 0.19255331892112063 0.30639910733907516 0.17848193497320597 0.13155305455165933 0.12432807712673366
leaf_count=129 26 1419 9 53 31 12 12 21 7 21 36 30 9 34 21 9 26 22 21 10 17 14 309 28 45 414 39 30 15 31
internal_value=-2.23914e-05 -0.00114952 -0.0145919 -0.0270446 0.001029 0.00674341 0.00309451 -0.00128245 -0.000319637 -0.00105367 0.000509774 -0.00121773 -0.0586493 -0.000132049 -0.00520888 0.00547412 -0.00455179 -0.0130179 0.0536552 0.00384163 -0.000344657 -0.00131671 -0.000430592 -0.00163029 0.0121231 0.00172693 -0.00323231 -0.000970439 -0.00333507 -0.0257893
internal_weight=11.3009 5.454 0.508862 0.346441 5.84686 1.6839 1.47726 4.16296 4.05844 3.98373 3.72187 3.6047 0.0539782 1.35026 0.979581 0.782444 0.627996 0.503642 0.117172 0.358399 3.55072 3.41719 3.32366 3.20622 0.334503 0.265119 2.87172 2.56532 2.38684 0.255881
internal_count=2900 1507 88 62 1393 275 263 1118 1097 1090 1059 1017 45 251 217 196 187 161 42 139 972 942 925 911 487 459 424 385 355 46
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
lst_pka_pred_nshell3=10263
atom_v_bur_frac_3_5_Cs=9944
atom_v_bur_frac_3_5_Hs_min=9793

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:[]
