tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=2
objective=binary sigmoid:1
feature_names=atom_v_bur_frac_3_5_Cs atom_v_bur_frac_3_5_Hs_min lst_pka_pred_nshell3
feature_infos=[0.37022843630000002:0.8390766744] [0.28199754500000002:0.75288165019999997] [18.4579276841:54.915453171400003]
tree_sizes=3401 3403 3402 3412 3416 3411 3414 3418 3410 3428 3422 3422 3419 3424 3415 3425 3430 3426 3428 3423 3428 3432 3428 3443 3436 3412 3426 3424 3423 3419 3426 3422 3423 3441 3431 3417 3415 3444 3431 3431 3413 3444 3424 3422 3433 3447 3435 3453 3435 3424 3438 3433 3422 3416 3442 3436 3426 3421 3453 3435 3446 3411 3445 3449 3453 3421 3438 3429 3446 3448 3427 3421 3416 3449 3427 3436 3414 3448 3452 3454 3414 3441 3445 3424 3439 3444 3429 3433 3446 3437 3442 3415 3417 3422 3419 3423 3405 3464 3448 3459 3414 3414 3447 3449 3455 3451 3446 3455 3454 3420 3454 3454 3428 3454 3455 3421 3442 3449 3432 3412 3449 3438 3454 3453 3436 3456 3455 3425 3417 3448 3427 3432 3425 3459 3398 3448 3453 3444 3454 3427 3409 3415 3414 3433 3452 3413 3441 3455 3424 3427 3452 3455 3457 3468 3447 3436 3449 3456 3470 3429 3453 3408 3456 3412 3442 3458 3421 3417 3434 3453 3455 3427 3411 3462 3416 3415 3464 3438 3422 3455 3453 3452 3420 3461 3419 3467 3453 3434 3448 3430 3460 3418 3454 3420 3463 3418 3455 3463 3464 3462 3465 3458 3462 3469 3417 3452 3461 3455 3422 3423 3410 3421 3426 3463 3427 3434 3456 3468 3425 3467 3454 3426 3417 3437 3419 3419 3455 3418 3412 3417 3471 3431 3418 3468 3457 3460 3474 3467 3467 3410 3457 3455 3465 3414 3401 3425 3422 3460 3423 3469 3427 3422 3481 3426 3461 3461 3412 3458 3460 3426 3463 3458 3479 3486 3405 3468 3402 3413 3424 3419 3467 3468 3465 3414 3400 3466 3436 3417 3460 3428 3452 3450 3415 3470 3429 3459 3411 3471 3464 3418 3421 3463 3410 3455 3460 3480 3430 3460 3436 3420 3413 3435 3484 3418 3407 3463 3419 3466 3432 3425 3431 3476 3485 3410 3425 3436 3468 3410 3466 3464 3476 3465 3469 3474 3400 3439 3481 3413 3469 3463 3470 3406 3467 3459 3419 3457 3467 3417 3467 3417 3454 3436 3464 3411 3436 3472 3438 3424 3464 3470 3478 3462 3472 3407 3467 3484 3467 3455 3467 3414 3469 3409 3467 3424 3474 3403 3470 3454 3421 3476 3432 3464 3404 3432 3468 3471 3440 3444 3427 3425 3453 3468 3462 3420 3441 3456 3484 3420 3423 3473 3451 3464 3470 3466 3457 3423 3462 3391 3468 3423 3467 3406 3429 3470 3417 3467 3436 3416 3421 3462 3471 3473 3461 3456 3457 3427 3433 3426 3440 3471 3463 3425 3477 3475 3466 3468 3414 3469 3458 3478 3440 3464 3429 3473 3423 3419 3457 3416 3460 3469 3470 3467 3465 3461 3434 3467 3471 3437 3468 3475 3479 3428 3430 3424 3469 3418 3472 3426 3430 3467 3462 3406 3448 3461 3447 3416 3453 3431 3462 3433 3467 3435 3451 3475 3411 3428 3466 3476 3432 3432 3456 3422 3470 3422 3477 3429 3439 3443 3443 3437 3474 3442 3467 3462 3474 3492 3438 3442 3479 3478 3426 3464 3434 3464 3462 3414 3439 3437 3436 3463 3439 3471 3466 3476 3464 3485 3466 3457 3465 3476 3469 3417 3485 3473 3460 3472 3440 3419 3443 3470 3479 3442 3470 3440 3420 3427 3425 3458 3444 3483 3464 3424 3427 3426 3437 3421 3477 3428 3477 3479 3445 3457 3480 3478 3475 3452 3428 3446 3470 3393 3462 3464 3423 3474 3416 3465 3476 3449 3482 3471 3474 3477 3473 3423 3483 3480 3468 3413 3433 3469 3440 3479 3473 3405 3479 3436 3432 3449 3464 3442 3475 3428 3473 3475 3438 3470 3467 3424 3424 3425 3425 3455 3465 3441 3437 3430 3426 3451 3479 3433 3428 3447 3426 3470 3437 3474 3444 3433 3485 3486 3467 3459 3484 3428 3424 3430 3478 3471 3492 3435 3485 3425 3479 3427 3466 3437 3422 3433 3446 3429 3479 3461 3444 3444 3491 3436 3435 3439 3502 3472 3474 3432 3484 3434 3501 3453 3418 3448 3450 3492 3437 3408 3482 3489 3475 3433 3490 3414 3480 3436 3419 3466 3476 3494 3412 3483 3434 3448 3446 3483 3473 3480 3490 3431 3429 3483 3435 3496 3444 3438 3453 3459 3454 3492 3469 3502 3453 3466 3429 3497 3491 3436 3489 3496 3442 3430 3496 3429 3439 3439 3480 3443 3418 3461 3493 3442 3433 3437 3423 3412 3414 3478 3436 3442 3495 3426 3447 3423 3438 3495 3486 3500 3500 3505 3498 3489 3422 3499 3441 3435 3491 3437 3452 3491 3509 3441 3498 3432 3438 3428 3501 3429 3504 3482 3438 3450 3445 3414 3504 3498 3493 3494 3431 3411 3437 3426 3436 3452 3488 3487 3455 3501 3443 3485 3439 3498 3491 3433 3432 3501 3480 3515 3508 3411 3418 3495 3434 3478 3458 3521 3412 3411 3415 3405 3452 3491 3513 3434 3504 3440 3510 3430 3428 3437 3422 3429 3436 3433 3432 3504 3425 3439 3422 3494 3497 3442 3505 3422 3404 3508 3425 3427 3415 3432 3442 3506 3431 3500 3449 3512 3406 3505 3438 3440 3507 3514 3409 3490 3398 3420 3416 3430 3495 3426 3431 3497 3504 3451 3495 3490 3430 3485 3430 3503 3501 3422 3413 3500 3484 3426 3497 3428 3519 3507 3430 3522 3418 3434 3416 3513 3412 3502 3434 3504 3437 3427 3452 3443 3509 3425 3430 3529 3497 3516 3522 3505 3505 3417 3430 3431 3493 3420 3434 3505 3506 3422 3441 3504 3407 3502 3426 3421 3509 3500 3511 3415 3503 3509 3518 3490 3516 3430 3508 3518 3484 3418 3429 3494 3536 3514 3491 3513 3527 3426 3423 3511 3503 3497 3504 3499 3507 3443 3516 3433 3439 3421 3419 3448 3415 3510 3413 3423 3512 3494 3512 3429 3501 3510 3426 3512 3433 3426 3422 3519 3523 3414 3521 3509 3504 3529 3440 3426 3446 3520 3437 3429 3454 3457 3517 3530 3510 3445 3421 3423 3501 3448 3494 3448 3455 3435 3505 3421 3431 3513 3433 3435 3505 3430 3437 3446 3494 3515 3505 3434 3516 3449 3510 3513 3432 3513

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 2 2 2 2 0 1 0 2 1 0 0 0 1 2 1 1 1 2 1 0 1 1 2
split_gain=667.187 487.302 181.483 128.221 82.2806 61.1435 113.451 47.5515 47.3002 42.0454 32.8033 32.1934 27.4812 26.1919 38.127 28.2163 25.3502 31.6303 24.1584 28.0394 19.3738 18.6334 16.0868 15.7728 27.7757 16.4226 14.9207 12.3731 29.8474 12.275
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.53544804050000006 43.89540535710001 0.34452561300000012 0.42569084760000003 38.244973486750006 48.226196960950006 44.421469061800003 39.525197829750006 0.44284602260000011 0.40667944075000007 0.47883296910000012 42.006870117350005 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.54499865270000014 0.43590012275000006 47.927946529500012 0.45280081435000008 0.46280051495000007 0.34575312120000007 41.289992964000007 0.34545372890000009 0.4778150355000001 0.39587138110000003 0.39476362980000007 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 27 7 6 8 12 -1 13 -8 -12 -5 14 -3 23 17 -17 -9 -20 -11 -21 -23 24 -15 29 -16 28 -2 -26
right_child=2 9 -4 4 -6 -7 10 18 -10 20 11 -13 -14 15 26 16 -18 -19 19 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.023658074142448634 -0.019902662581006269 0.014915962338833333 -0.025340321887720604 0.012235427567220633 -0.022908503727712148 -0.02245903997151167 0.017972706344183239 0.014326110285062848 0.0047430540520972545 -0.017674641371623525 0.013584146053324735 -0.018956296235566883 -0.019005450111721216 0.02115204138141601 0.0001250488599623223 0.012004151922946942 0.014029947081324101 -0.026191348811280171 -0.010158133385171127 0.011740730854356021 0.012235427567220639 -0.020321461835948254 0.0080845788539101512 0.021181293775474865 0.0048641568193937635 -0.0059256362716477301 -0.026191348811280171 -0.024030671431785975 0.017530143492850321 0.020366266922831694
leaf_weight=46.897188276052475 18.891618177294735 37.571053057909012 139.60011817514896 6.1833684891462353 24.126117452979088 53.051816895604134 29.590535685420036 44.959705770015717 12.801654264330862 9.299639165401457 9.9561685323715228 10.947025641798971 22.043813690543175 56.043245792388916 10.533663257956507 8.2944121211767179 56.12115852534771 6.7393083125352851 22.229500934481621 40.716063603758812 6.1833684891462317 6.7464932799339277 6.9321805238723755 209.82341006398201 19.127600193023682 11.724577546119688 5.690971463918685 54.984358251094818 4.5287970453500739 16.161091923713684
leaf_count=301 114 93 920 17 153 334 64 114 45 54 26 65 131 103 42 23 144 45 112 114 17 41 22 385 67 54 38 355 10 31
internal_value=-6.78977e-09 0.00849254 -0.0133595 -0.00673148 -0.00046408 -0.0109083 -0.00534723 0.00315045 -0.0175678 0.015479 0.00910119 -0.00345732 -0.0121619 0.016229 0.00767109 0.0174278 0.00998431 -0.00511811 0.0067054 0.0022339 -0.00572961 0.00729816 -0.00592564 0.0191206 0.0149252 0.00750225 -0.00910572 -0.0206354 -0.0126643 0.0119636
internal_weight=1008.5 616.558 391.942 252.342 173.937 163.244 110.193 149.811 59.6988 453.313 50.4937 20.9032 28.2272 437.83 53.7957 384.035 71.1549 15.0337 121.584 76.6242 15.483 54.3947 13.6787 312.88 103.057 47.0133 16.2246 78.4048 23.4204 35.2887
internal_count=4034 1931 2103 1183 704 835 501 551 346 1096 155 91 148 1025 173 852 212 68 403 289 71 177 63 640 255 152 80 479 124 98
is_linear=0
shrinkage=0.130957


Tree=1
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 2 2 2 2 1 1 0 2 2 1 0 1 2 1 1 2 1 1 2 2 1 1 1 2
split_gain=543.982 397.267 149.216 105.092 66.1112 52.6406 80.041 44.1786 39.828 32.8762 31.8824 31.6106 21.131 26.6106 20.5911 19.079 17.3552 22.7587 15.1353 15.1268 13.6731 24.0372 13.1083 12.6638 12.1911 11.9808 11.6302 24.1002 9.61483 17.2518
threshold=0.39091643965000006 0.47736594710000008 0.57619532350000013 0.53475943835000017 43.89540535710001 0.42314601355000009 41.872294782850005 48.226196960950006 38.244973486750006 47.927946529500012 0.37078231190000005 0.34548366815000003 0.47883296910000012 42.066503896600004 40.377444152000002 0.40667944075000007 0.54499865270000014 0.43590012275000006 43.426640904350009 0.45280081435000008 0.34575312120000007 41.289992964000007 0.46280051495000007 0.34545372890000009 38.064633603500006 48.96897326980001 0.39587138110000003 0.39476362980000007 0.37977904855000005 37.784765830350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 26 8 7 11 -1 15 -8 12 24 13 -3 28 -5 -10 -18 -15 -19 21 -14 -21 -23 -7 -9 27 -2 29 -12
right_child=2 10 -4 4 -6 6 9 25 16 -11 14 -13 20 18 -16 -17 17 19 -20 22 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020414503449210444 -0.016143622328027296 0.012688506310546617 -0.020747975195273834 0.0071718626605788323 -0.018723726909440765 0.016519634558144237 -0.017207490967165263 0.015371959012432178 0.010931136605537423 0.016759224563626485 0.012984797268048815 -0.0140859912561484 0.017267969062772327 -0.01775756590905514 -0.0032831672779341167 -0.01549537417917622 -0.0082498430797591591 0.0095401418445304614 0.00962608183754818 -0.01658127675907509 0.017254856171450898 0.0093317618908842423 0.0065620809693717344 -0.0048075058113659563 0.0048370925048116095 -0.0074614094153575413 -0.020251067428169813 0.014280928084260052 0.012436567541485938 -0.015943309111632845
leaf_weight=56.918186381459236 18.485147491097454 29.33117014169693 138.30147013068199 6.7639285475015667 23.942482724785805 22.243746772408485 43.658189073204994 6.3382368981838209 46.912491768598557 4.3633977472782126 6.6230064332485181 8.9379555583000165 55.679308831691742 7.8954977393150312 22.61809404194355 21.928148239850998 22.19609597325325 40.634355425834656 4.3623705953359604 6.7060420513153058 211.31325313448906 35.632017448544502 6.9255797863006592 11.718577980995176 28.199754670262337 6.4592199325561523 52.140813052654266 4.5085695385932913 45.886486023664474 5.0646156817674637
leaf_count=375 112 71 920 21 153 44 269 14 124 9 16 52 103 49 99 131 112 114 13 41 392 101 22 54 96 31 343 10 113 30
internal_value=-8.14282e-07 0.00692476 -0.0109062 -0.00548652 -0.00049978 -0.00797701 -0.00279468 -0.0159608 0.00236953 -0.0141212 0.0129767 0.00636501 0.0144909 0.00658723 0.00625576 -0.0101518 0.00528149 0.00181521 -0.00801218 0.00593206 0.0155366 0.0120124 -0.00482324 0.0058325 0.00998867 0.00384735 -0.0171684 -0.010178 0.0100031 0.000449335
internal_weight=1002.69 613.243 389.445 251.144 176.009 177.119 107.403 69.7156 152.067 48.0216 436.124 59.3815 355.932 41.589 80.1922 28.6921 123.375 76.4621 12.2579 54.266 314.343 103.03 13.6316 47.3506 50.4435 12.7975 75.1345 22.9937 57.5741 11.6876
internal_count=4034 1931 2103 1183 718 890 470 420 565 278 1041 192 783 133 258 152 413 289 62 177 650 258 63 155 140 45 465 122 159 46
is_linear=0
shrinkage=0.0117989


Tree=2
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 2 2 2 1 1 1 0 2 1 0 0 0 1 2 1 1 0 1 2 2 0 0 2
split_gain=448.289 329.173 125.81 88.1517 55.712 42.8674 76.4164 32.4361 31.4738 30.3627 24.152 36.9327 18.8452 16.8948 24.7912 19.2868 18.1758 24.1424 16.3232 18.5352 15.501 12.8427 14.8467 11.9623 11.0364 19.1259 12.4396 9.85314 22.4319 9.76188
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.53544804050000006 43.89540535710001 0.34452561300000012 0.42569084760000003 48.226196960950006 38.244973486750006 44.421469061800003 0.33750486510000005 0.32388251845000005 0.40667944075000007 0.47883296910000012 42.006870117350005 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.54499865270000014 0.43590012275000006 47.927946529500012 0.45368402140000008 0.46280051495000007 0.4778150355000001 0.34575312120000007 41.289992964000007 43.018222997350009 0.48244064550000004 0.48637765340000011 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 8 6 7 -1 12 13 11 -8 -5 14 -3 24 17 -17 -10 -20 -11 -21 -23 -16 25 -15 27 -27 -29 -9
right_child=2 9 -4 4 -6 -7 10 29 18 20 -12 -13 -14 15 23 16 -18 -19 19 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.021919586501768184 -0.019143198346521815 0.013756091140103207 -0.023578292004822504 0.011398167741386422 -0.021177489980771715 -0.020960968847492455 0.01345743384534584 0.01714187594989398 0.01309241459650924 -0.017743602304830828 0.017472812730526494 -0.024089716744789227 -0.017411103437784386 0.019470206011887314 0.001269608346379387 0.011454235745246507 0.012952106832980441 -0.025775634397638122 -0.0091743931925635947 0.01040871627570784 0.012000220965948076 -0.025321245009664199 0.0072864544653568801 -0.025105127431253902 0.019502117246244195 0.0075303548256114355 0.017224415847350724 -0.029117115031647992 0.01255895929662886 -0.0082620237020201125
leaf_weight=45.504280060529709 76.319747343659401 37.170848056674004 134.94530609250069 6.1467498987913158 23.467043548822403 51.772587329149246 12.721894174814226 6.2965752929449064 44.503987967967987 9.235242232680319 27.344341695308685 9.7585520297288877 21.627927497029305 54.735927522182465 10.488751247525217 8.2464127093553525 55.576446428894997 6.6187861114740363 22.109048157930374 41.893936768174171 6.1552394926547995 5.1287451386451703 6.9083690643310547 5.539618954062461 204.92536169290543 19.815406277775768 15.954916521906851 5.8247609883546811 5.1117176860570908 6.4601592421531677
leaf_count=301 479 93 920 17 153 334 33 14 114 54 60 62 131 103 42 23 144 45 112 120 17 35 22 38 385 64 35 39 14 31
internal_value=-4.04013e-06 0.00777505 -0.0122958 -0.00615915 -0.000390699 -0.0100975 -0.00489396 -0.0161836 0.00289819 0.0141897 0.00830723 -0.00284143 -0.0110354 0.0149069 0.00724765 0.0159882 0.00913785 -0.00512251 0.00610864 0.00202125 -0.00584792 0.00661091 -0.00660696 -0.00784585 0.0175633 0.0136466 0.00682189 0.00142478 -0.00963769 0.00427704
internal_weight=988.309 605.258 383.051 248.106 171.786 159.858 108.086 58.261 148.319 445.399 49.8248 22.4804 27.7747 430.009 53.1992 376.81 70.4416 14.8652 120.544 76.0401 15.3905 53.9311 12.0371 16.0284 306.368 101.443 46.7068 30.7519 10.9365 12.7567
internal_count=4034 1931 2103 1183 704 835 501 346 551 1096 155 95 148 1025 173 852 212 68 403 289 71 177 57 80 640 255 152 117 53 45
is_linear=0
shrinkage=0.014519


Tree=3
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 2 2 2 2 0 1 0 2 1 1 0 0 0 0 2 1 1 0 1 2 2 2 1
split_gain=372.218 272.538 108.25 73.4946 46.4965 36.2628 60.3879 27.6139 26.5403 25.8712 25.2198 20.8251 15.595 14.3277 20.3629 16.5559 15.1867 17.397 13.4223 16.0271 17.8548 12.7042 11.6015 10.3326 10.3096 9.58241 16.369 10.3059 9.49772 9.21464
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.53544804050000006 43.89540535710001 0.34479506600000004 0.42569084760000003 48.226196960950006 39.952536079750011 38.244973486750006 44.421469061800003 0.44284602260000011 0.40667944075000007 0.47883296910000012 42.006870117350005 0.37078231190000005 0.37977904855000005 0.5054040298000001 0.54499865270000014 0.56719858685000013 0.5718990449500001 47.927946529500012 0.34542378970000004 0.43590012275000006 0.55832160710000012 0.34575312120000007 41.289992964000007 43.018222997350009 42.283941020600004 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 29 9 6 7 -1 -8 12 13 -10 -5 14 -3 25 17 -17 -11 23 -21 -12 -16 -20 -25 26 -15 28 -28 -2
right_child=2 10 -4 4 -6 -7 8 -9 11 18 21 -13 -14 15 22 16 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.015957608767503316 -0.0077530704429379163 0.009797464725841195 -0.017225977291514444 0.0080824019985353632 -0.015363038982162637 -0.015619991936665365 0.01183928080174065 0.003034708011363553 0.0084196353366339047 0.0093181986180701677 -0.012639787132023638 -0.014279315003259005 -0.012508384242803743 0.014059367554936805 -0.019758046521295623 0.010696286145851743 0.0096578267640250338 -0.011810033184701555 -0.0088169166119911307 0.012845543901447281 -0.0071687897376039658 0.0084977560375906723 0.0010638357404990887 0.011582495316094661 -0.0036086185417249579 0.014083225292150083 0.005643399258786254 0.012311493196536348 -0.0076091304248922607 -0.016433512462266153
leaf_weight=44.527898326516151 22.601798474788666 36.736411407589912 130.1791240721941 6.1003974527120617 22.790897324681282 46.933113411068916 30.932508021593094 12.663646310567854 9.0593698024749774 44.013424694538116 9.1254922449588758 12.236656889319418 21.200142800807953 53.393066167831421 5.0665128231048575 7.5970224589109447 51.431508511304855 10.588461130857466 20.489309445023537 22.747297123074535 7.6783635020256034 6.1166798174381247 10.777277722954748 9.2188083231449145 15.307882860302923 199.88681536912918 19.903967127203945 15.714937046170233 10.713748797774313 51.954311743378639
leaf_count=304 124 93 920 17 153 314 71 45 25 114 54 76 131 103 35 19 132 61 110 53 36 17 45 22 68 385 65 35 52 355
internal_value=-6.14317e-06 0.00558369 -0.00886854 -0.00441154 -0.000282191 -0.00727493 -0.00369552 -0.0117522 0.00512678 0.00205984 0.0101838 -0.00462314 -0.0079073 0.010702 0.00515944 0.0114913 0.00650598 -0.00240797 0.00433775 0.00143211 0.00779463 -0.0041573 -0.00559457 -0.00286823 0.00210124 0.0126497 0.00977632 0.0048406 0.00100608 -0.013802
internal_weight=967.687 593.405 374.282 244.103 169.547 156.353 109.42 57.1915 52.2285 146.756 437.052 21.296 27.3005 421.81 52.5802 369.23 69.617 18.1855 119.455 75.4417 30.4257 15.2422 15.8438 45.016 24.5267 299.613 99.7257 46.3327 30.6177 74.5561
internal_count=4034 1931 2103 1183 704 835 521 349 172 551 1096 101 148 1025 173 852 212 80 403 289 89 71 80 200 90 640 255 152 117 479
is_linear=0
shrinkage=0.0113486


Tree=4
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 2 2 2 2 0 0 2 1 0 0 0 0 1 1 1 2 1 2 2 2 0 0 0
split_gain=310.781 226.73 94.5259 63.0382 30.8248 50.5436 28.7569 24.7053 23.7355 21.9557 21.0386 17.2444 12.2823 16.7739 14.4201 13.6701 17.5646 10.8118 9.91267 9.88562 9.76393 8.49467 14.2279 8.99046 8.18415 12.6264 8.03069 7.37419 11.0822 13.0999
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.5296248615500001 0.34479506600000004 0.42569084760000003 43.89540535710001 38.244973486750006 48.226196960950006 39.952536079750011 44.421469061800003 0.44284602260000011 0.47883296910000012 42.006870117350005 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.50889194935000015 0.4778150355000001 0.39670967935000007 0.4019490434500001 0.34575312120000007 41.289992964000007 0.34545372890000009 42.824128352900011 41.919251152600005 48.96897326980001 0.53544804050000006 0.54499865270000014 0.56719858685000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 8 7 19 -1 -7 12 -11 13 -3 21 16 -16 -12 -15 -5 -8 22 -14 24 25 -24 -10 -9 -29 -30
right_child=2 10 -4 6 -6 9 20 27 26 11 17 -13 14 18 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.015694590816498197 -0.015116986739174615 0.0093936697804443813 -0.017049303405921038 0.0087147465840403098 -0.015307501316119517 0.011401018410142252 -0.0029766179063691373 -0.0071438823416638845 0.012560651790281215 0.0080321289300373418 0.0043663892086134009 -0.013802710013007357 0.013709313547351521 0.0013545541517032418 0.007495155590220519 0.0089587033383033057 -0.019041549446590908 -0.016192597787464617 -0.018718054803139247 -0.011457072919857448 -0.018334085229272153 0.013733693467468772 0.0098845601794490777 -0.0044381735999612943 0.01411882493684942 -0.010241353328363938 -0.0064202973806476516 0.0089249962235603813 -0.0027276205657717975 0.0074244876298071912
leaf_weight=42.836341023445129 57.555674761533737 36.206476241350174 124.48471309244633 3.9810921996831921 45.304280355572701 30.359925717115402 9.3293068408966082 8.8234408646821958 6.1891498118638975 8.9714193940162676 8.9268652945756894 11.967019379138945 51.786013245582581 10.444854378700255 8.0933911204338056 54.348219722509384 6.2792228907346717 6.1068602949380866 5.2361083775758734 25.53059709072113 15.821049898862837 193.85553872585297 11.936741352081301 11.631288304924963 15.402780607342718 7.0164950788021079 6.4560590386390686 43.420845210552216 44.70023737847805 30.185667589306831
leaf_count=304 393 93 920 11 314 71 52 51 14 25 33 76 103 42 23 144 45 38 38 157 116 385 32 54 31 35 31 114 200 89
internal_value=-9.8454e-06 0.00540622 -0.00863421 -0.00425752 -0.00707824 -0.00358675 -0.000819402 0.00107809 -0.0114634 0.00493225 0.00984998 -0.00444721 0.0103545 0.00493858 0.0111344 0.00622787 -0.00409841 -0.00398489 -0.00534799 -0.00873592 -0.0126374 0.0122906 0.00942925 0.0046095 0.00767261 0.00243394 0.00286986 0.00335628 0.0041394 0.00136458
internal_weight=943.188 579.355 363.833 239.348 152.084 106.78 181.792 156.642 55.4815 51.2984 427.271 20.9384 412.237 51.8874 360.35 68.7208 14.3726 15.0337 15.681 29.5117 25.1504 291.629 97.7733 45.9873 34.356 18.9532 12.6452 127.13 118.307 74.8859
internal_count=4034 1931 2103 1183 835 521 790 622 349 172 1096 101 1025 173 852 212 68 71 80 168 168 640 255 152 98 67 45 454 403 289
is_linear=0
shrinkage=0.0119063


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 2 2 2 2 2 0 2 1 1 2 1 0 0 2 0 1 1 1 2 1 2 1 0 1
split_gain=260.557 109.389 164.748 56.4632 27.0936 43.634 26.4307 25.1639 23.8032 22.9234 17.7058 10.6058 13.8571 13.3839 12.0893 10.3377 10.3278 15.0799 14.0478 10.2589 9.86383 9.67999 8.83383 8.41621 7.37334 16.7351 22.4721 14.7048 13.1824 10.7288
threshold=0.5718990449500001 0.47700667645000011 0.39091643965000006 0.5296248615500001 0.34479506600000004 0.42018203045000008 39.952536079750011 44.952171034750002 43.89540535710001 40.280372415600006 44.421469061800003 0.47883296910000012 42.006870117350005 0.35862698720000002 0.34584293880000011 41.289992964000007 0.44805544745000009 0.54646567465000018 0.53544804050000006 47.927946529500012 0.5696985120000001 0.34542378970000004 0.32388251845000005 0.4019490434500001 36.620308449100001 0.36945001650000003 38.625745710700009 0.37078231190000005 0.5216909673500002 0.38370108680000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 7 -7 -1 9 16 11 12 -3 14 15 -13 17 18 -5 -12 -11 -14 -8 -10 -15 26 -26 -27 29 -29
right_child=-2 2 3 8 -6 6 22 -9 23 20 19 13 21 24 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.022006292940879035 -0.019903111581423362 0.010890697679368795 -0.017849108865229592 -0.023648632181885648 -0.018293357162763233 0.013976380870604554 0.0023087197224785348 0.0011921932103692665 -0.00341867741255137 0.0053896631375897766 -0.014907708120948604 0.015900362911774598 -0.024063779927462659 0.014997765933029292 0.018111342367369016 0.0062446795743630037 0.0050534104495770452 -0.018689688991167453 0.0039564849852661626 0.010536438250210391 0.021383948032744765 0.0017717295584533076 -0.016275328913979981 -0.022050086079780137 0.0085777626363883752 0.021643889053391391 -0.030080490079833388 0.003745403991033278 0.013647401951847191 -0.018099482034344958
leaf_weight=33.219199657440186 128.69669070839882 35.616915792226791 54.510700076818466 5.1626054346561459 44.408971354365349 31.613716766238213 11.367023512721063 15.622340649366377 9.2598011046648043 71.535600528120995 8.8702564388513547 51.766598924994469 4.7685193866491309 32.223804965615273 133.87561303377151 49.091402992606163 17.879997253417969 19.144624277949333 22.213692620396614 6.061648190021514 9.9850093722343427 10.668872609734533 11.894550442695616 13.603443667292593 7.6743215918540937 17.130643755197525 6.1595709919929504 21.208705529570583 24.4063700735569 6.7303584218025199
leaf_count=257 977 93 386 38 321 77 44 65 52 250 54 108 35 72 253 159 68 124 79 17 17 45 78 105 21 27 38 81 58 35
internal_value=-1.70229e-05 0.00323213 0.00593568 -0.00451044 -0.00844076 -0.00422213 0.00500227 -0.0145861 -0.00020259 0.00203821 0.0115394 0.0121391 0.00572032 0.0130747 0.015142 0.0112006 -0.00468398 -0.00842648 -0.00124927 -0.00457859 0.00734871 -0.00620871 -0.00719403 -0.0145042 0.00887452 0.00650609 -0.00863491 0.00952092 0.00555354 -0.0015169
internal_weight=916.372 787.675 639.549 223.295 148.126 103.717 54.8753 48.8415 168.785 145.922 416.254 401.322 51.0543 350.267 234.734 100.858 64.4009 46.5209 27.3763 14.9319 81.5206 15.4374 23.2616 22.8632 115.534 83.31 13.8339 69.4761 52.3454 27.9391
internal_count=4034 3057 2215 1119 842 521 199 322 733 576 1096 1025 173 852 520 267 309 241 117 71 267 80 122 157 332 260 59 201 174 116
is_linear=0
shrinkage=0.0150745


Tree=6
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 1 2 2 2 0 1 2 2 1 0 2 1 0 0 2 0 1 0 1 1 1 1 2 2
split_gain=270.404 197.061 86.5502 54.9457 35.7254 27.4008 53.0142 22.9232 19.3097 18.4939 13.8239 22.6268 20.509 12.7916 11.6563 10.8497 14.5912 13.2247 13.6539 17.8814 10.6616 9.86647 13.3024 9.84574 9.82806 21.1525 8.02216 13.9907 9.9893 14.9368
threshold=0.39091643965000006 0.47700667645000011 0.57619532350000013 0.53475943835000017 43.89540535710001 0.34452561300000012 0.33750486510000005 48.226196960950006 38.244973486750006 44.421469061800003 0.42018203045000008 0.32388251845000005 41.827117825850003 48.96897326980001 0.40667944075000007 0.47883296910000012 42.006870117350005 0.37078231190000005 0.51191581090000016 0.5054040298000001 47.927946529500012 0.54499865270000014 0.42209814075000007 0.4778150355000001 0.39587138110000003 0.39408999735000005 0.34575312120000007 0.34545372890000009 41.50623664750001 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 24 8 6 7 10 14 15 -1 12 -12 -9 -5 16 -3 26 19 -19 -11 -10 -23 -18 25 -2 27 28 -17 -30
right_child=2 9 -4 4 -6 -7 -8 13 21 20 11 -13 -14 -15 -16 17 23 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.016959293475610124 -0.014351630541294409 0.0090877440527137917 -0.016857672714803824 0.0065709649483048985 -0.015090992571067873 -0.014601239335806291 0.011369828500217311 0.014925276800365593 0.0084519121781386573 -0.012353341237749315 0.015608552963746077 -0.019670156098151446 -0.015462721816376587 -0.0077595615806352967 -0.012108656093768173 0.015068480762423796 0.0017237283780251781 0.0074901718323470336 0.0088070996254319498 -0.020016394459089325 0.0087116539673363688 -0.013178096153892966 0.0030600555555477592 -0.019033455866567253 -0.016584196590924711 0.012311161203134262 0.013446629201284834 0.0003427080852591107 -0.0038506218708234175 0.014054473614370518
leaf_weight=35.384115248918533 15.322395607829096 35.794891729950905 119.61203600466251 6.6554008424282101 21.482119902968407 47.151060089468956 27.140289425849915 8.3720274865627271 45.322597071528435 8.9108540266752225 9.2947899997234362 9.3089438378810865 4.8628668189048758 6.7455779314041129 20.435973912477493 46.745640560984612 10.372604385018347 8.0623638182878476 53.862113147974014 6.3484824150800696 6.0709632635116568 8.5582558363676053 66.448450222611427 5.1339683383703223 46.140345454216003 6.3143876492977133 188.81871592998505 21.345807522535324 12.951534524559976 15.242318361997603
leaf_count=268 103 93 920 21 153 334 70 17 124 54 20 63 30 33 131 88 42 23 144 45 17 50 239 38 343 19 385 81 55 31
internal_value=1.33729e-05 0.00526552 -0.00835841 -0.0040631 -0.000321423 -0.00688376 -0.00328479 -0.00866183 0.0018308 0.00955768 -0.0121207 -0.00482487 0.0049362 0.00480315 -0.00751973 0.0100528 0.0047846 0.0108177 0.00597138 -0.00462743 -0.00381734 0.00393601 0.00120728 -0.00514863 -0.0133875 -0.00657047 0.0119782 0.00909851 0.0115925 0.00582933
internal_weight=924.212 567.92 356.292 236.68 168.903 148.26 101.109 73.9683 147.421 419.66 58.8507 23.4666 14.1577 15.1176 27.0914 404.678 51.3015 353.377 68.273 14.4108 14.9818 120.329 75.0067 15.5066 67.7771 21.6368 285.104 96.2853 74.9395 28.1939
internal_count=4034 1931 2103 1183 718 835 501 431 565 1096 381 113 50 50 152 1025 173 852 212 68 71 413 289 80 465 122 640 255 174 86
is_linear=0
shrinkage=0.0122591


Tree=7
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 0 1 2 2 2 2 2 0 1 2 1 0 0 2 1 2 1 1 1 0 0 1 1
split_gain=225.587 93.6916 129.694 49.3442 26.8225 40.2239 20.611 23.7465 22.9798 21.4374 20.5317 18.1997 15.1567 21.3665 19.8306 12.6974 10.2345 8.7808 10.7151 8.71903 8.27423 17.8437 8.07469 8.29827 24.9065 8.01805 14.0245 11.0757 7.99623 7.57117
threshold=0.5718990449500001 0.46989611090000011 0.39091643965000006 0.53043322055000008 42.779078631750004 0.47769527860000011 48.226196960950006 0.42018203045000008 0.34398670700000006 35.171584490050009 43.89540535710001 40.280372415600006 42.67709657435001 42.198888176300009 0.48271009850000007 0.37078231190000005 43.018222997350009 0.35862698720000002 0.48637765340000011 0.57152480465000022 41.919251152600005 0.32388251845000005 42.360359531950003 0.39408999735000005 0.39591628995000006 0.44805544745000009 0.54228915300000013 0.53749887730000012 0.33750486510000005 0.4019490434500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 22 12 -6 7 -1 9 -9 11 25 13 17 -15 16 -7 18 -3 -13 21 -11 23 -4 -25 26 27 -5 -23 -12
right_child=-2 2 3 10 5 15 -8 8 -10 20 29 19 -14 14 -16 -17 -18 -19 -20 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.017851363835426508 -0.01673101691221671 0.010078240819498421 -0.019721863266397782 -0.014617943340575371 -0.018416624627130156 -0.004540894760458573 0.0056239382796504627 0.017257626304138452 -0.017082938437056317 0.0138526421891051 -0.0028563538102894821 0.0046047558010795849 0.018099764796826897 -0.016062544713405413 0.0084568547976978884 -0.0053857025789298329 0.012043532106784815 0.0071161223400744008 0.017071632311797386 0.019963069125067723 -0.016502687932571456 -0.024980058136579959 -0.019082751793389089 0.020244508508281401 -0.015030869609409829 0.0039327060324859326 -0.012954328044843574 0.0081798946895400085 -0.00031607875761944365 -0.018665341914064961
leaf_weight=44.697903595864773 122.91773252189159 143.83099848031998 8.1590295433998126 5.1516772359609631 14.342816829681395 7.8291665762662879 15.913941726088522 10.577071562409399 17.898618720471859 8.4126875251531654 9.2233811020851153 72.505363941192627 39.463755562901497 10.816616728901865 12.648476347327231 13.007523715496061 41.140597388148308 99.563293814659119 52.995825320482254 7.1810148656368247 7.9508521258831015 4.7327743768691999 31.085650600492954 5.3173386603593817 10.57298208773136 17.981495037674904 25.873074069619179 14.012383267283438 4.5644218474626541 12.766947925090788
leaf_count=358 977 375 62 35 104 33 53 21 137 19 52 249 72 70 36 63 103 292 94 11 55 34 247 12 81 68 158 42 17 104
internal_value=-4.97275e-06 0.00266431 0.00460446 -0.0037208 0.00880552 0.00164735 -0.0084183 -0.0106793 -0.00475772 0.00132996 -7.62593e-05 0.00176648 0.0103259 0.00936679 -0.00284576 0.00629056 0.00939205 0.0103337 0.0119612 0.00598879 -0.00523524 -0.000176723 -0.0146075 -0.00882292 -0.00322676 -0.00357259 -0.00656914 0.00205139 -0.0128714 -0.0120346
internal_weight=893.135 770.218 655.469 219.83 435.639 76.3201 114.748 98.8343 54.1364 36.2378 164.695 142.705 359.319 319.855 23.4651 61.9773 48.9698 296.39 196.827 79.6864 25.6607 17.7099 55.135 24.0494 15.8903 63.0186 45.0371 19.1641 9.2972 21.9903
internal_count=4034 3057 2363 1121 1242 303 694 641 283 146 719 563 939 867 106 199 136 761 469 260 125 70 402 155 93 303 235 77 51 156
is_linear=0
shrinkage=0.0132952


Tree=8
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 2 1 2 2 1 2 2 0 0 2 0 0 2 0 1 2 1 1 2 2 0 0 1 1
split_gain=193.243 79.8251 97.0038 43.4666 40.0675 34.9234 23.7577 17.9956 17.329 14.8948 13.9321 10.8175 9.66999 10.5243 15.0256 10.3992 8.26295 22.4836 8.06479 7.89074 9.558 32.9267 9.55223 12.203 9.63628 11.9878 7.78715 7.9685 9.96362 9.91895
threshold=0.5718990449500001 0.43780126340000008 0.39091643965000006 0.53043322055000008 0.47883296910000012 41.942745071500006 48.226196960950006 0.37078231190000005 43.89540535710001 40.280372415600006 0.36042334060000009 48.96897326980001 43.752965619700007 0.51191581090000016 0.5054040298000001 47.927946529500012 0.47396784530000008 0.44284602260000011 39.110279783550006 0.50339810185000011 0.35862698720000002 38.244973486750006 0.34575312120000007 0.34545372890000009 41.50623664750001 42.824128352900011 0.5696985120000001 0.54499865270000014 0.40099098830000007 0.42209814075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 16 -1 19 9 -5 -7 -8 13 14 -9 -14 17 -3 -19 20 22 -22 23 24 -6 -26 27 28 -11 -29
right_child=-2 2 3 8 7 10 11 12 -10 26 -12 -13 15 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.014510890980411528 -0.015815720352970561 0.018071537500006646 -0.013822522503104411 -0.0032308916341786762 0.014518433995435632 -0.011023671169589693 0.014440445366650415 0.0073849284541487453 -0.011203831253328784 -0.006556135741654201 0.015244846892842591 -0.0081586113470038125 -0.021206836278801017 0.0083381122031037265 -0.020576112992065819 0.0062404642276636096 0.0095092901008810311 -0.0023244842051364451 -0.021639439051458795 0.017362663051061732 0.011838401285719434 -0.020756654398794584 0.013701719679743983 -0.00082226203905958904 -0.0047328156888873651 0.012680372658008338 0.016665152715568069 -0.016379152168572129 0.011733288005313116 0.0025489188742811759
leaf_weight=57.796124316751957 116.36572965979576 8.4665911197662371 52.968645446002483 62.281257584691048 43.451524674892426 39.946673206984997 8.1077443063259107 7.7359388619661313 21.141733720898628 6.3402367532253256 3.8457439690828314 6.7389465272426596 5.1820562183856946 51.888144716620445 5.8751822710037231 4.4647634923458099 46.613906785845757 12.976721391081812 5.2859152480959883 31.04633205384016 19.702172756195072 7.4098377451300612 119.41767381131649 20.834908619523048 12.872995898127558 14.728009194135664 9.3758598715066892 5.7479162812232962 28.166068851947784 29.487522333860397
leaf_count=449 977 15 407 303 88 276 17 22 156 33 11 33 38 141 43 14 124 58 40 55 45 42 251 81 55 33 17 35 67 108
internal_value=-1.14842e-05 0.00244095 0.00384942 -0.00345263 0.00725748 0.000597512 -0.0106903 0.00952126 -7.32975e-05 0.00159092 -0.00871683 0.00418268 0.00381733 0.00563197 -0.00468434 -0.00850361 0.00615901 0.000316354 -0.00791498 0.0111119 0.010298 0.00293002 0.0112433 0.00804841 0.0106496 0.00455893 0.00538665 0.0038704 0.00837276 -0.000538795
internal_weight=866.263 749.897 677.254 215.509 461.745 117.136 72.6428 344.61 162.541 141.399 43.7924 14.8467 75.1461 65.4993 13.6111 9.64682 73.3431 26.7292 18.2626 269.463 238.417 27.112 211.305 91.8874 71.0525 27.601 79.1176 69.7417 34.5063 35.2354
internal_count=4034 3057 2558 1126 1432 524 499 908 719 563 287 50 258 206 65 52 237 113 98 650 595 87 508 257 176 88 260 243 100 143
is_linear=0
shrinkage=0.0131813


Tree=9
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 0 0 2 2 0 1 2 1 0 1 2 1 2 2 2 1 0 2 1 2 0 1 2
split_gain=204.643 84.4102 98.0841 57.7932 33.9103 48.5417 34.3886 27.6464 18.8227 17.5505 13.8565 13.7345 10.9632 10.6662 10.52 11.4208 10.2867 13.5538 10.0413 9.04171 13.0369 8.62254 9.01226 14.6023 8.37759 8.32693 9.28464 9.12495 8.32395 10.6225
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.39091643965000006 0.39193437325000008 0.47769527860000011 47.927946529500012 0.53544804050000006 0.47883296910000012 40.563919884450009 41.942745071500006 0.54228915300000013 0.35862698720000002 42.488347682450005 0.34674111555000003 0.46989611090000011 0.34584293880000011 42.006870117350005 0.4349121284000001 39.458743938000005 39.110279783550006 43.89540535710001 0.39814676205000005 0.55769288345000012 38.064633603500006 0.37078231190000005 47.709122305950011 0.49949103320000005 0.40667944075000007 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -3 -5 10 11 14 -9 16 -12 24 -16 17 -10 28 20 -20 22 -6 -24 -4 27 -27 -7 -13 -30
right_child=-2 4 3 7 21 25 -8 9 12 -11 13 18 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.013857233324189176 -0.0128406307250099 -0.012414658200616374 0.010978095024744207 -0.0082089595715544219 -0.015297364761384168 0.0042620367988768625 0.004621678085420456 0.0060896402698257385 0.008252286255016698 0.0057636661056915828 -0.012573798080284186 0.0051241956955046736 0.0055155560963463818 0.0050767888013427522 -0.014249256109592686 0.0085893980675299068 0.011579599991571914 -0.0052768108950217961 -0.0022069839603918555 -0.010320399688052382 0.01519187416262025 -0.012717131213229841 0.0058846193588475704 -0.014968966116692904 0.003639524561131978 -0.0082802487594272802 0.0076052642818290172 0.013823729936875391 -0.015960020701904627 0.00018177838549188717
leaf_weight=30.225794531404972 108.95865634828806 42.443737432360649 22.620437607169151 34.872381597757339 6.0226397216320064 38.385134994983673 16.630316257476807 17.246310323476791 68.654504403471947 61.275492981076241 9.1994389295577985 3.5856550186872509 104.13973467051983 5.5268823802471152 5.7215956002473813 3.59571273624897 108.48079626262188 8.3789165467023832 13.716817066073423 6.5066060572862616 6.3550971746444693 41.023105040192604 10.525598391890524 4.9922864437103263 51.183316066861153 8.9101355075836164 6.3579712510108939 13.642199039459227 14.757970079779627 5.6989095807075492
leaf_count=253 920 327 49 237 48 123 54 51 168 186 65 12 303 24 46 10 211 40 69 36 11 326 35 30 171 54 20 24 108 23
internal_value=4.1279e-05 0.00186253 0.00375652 0.00472184 -0.00396924 -0.000975739 -0.00761865 -0.00027483 0.00683675 0.00186762 0.00302875 -0.00165001 0.00812313 -0.00594942 0.00461939 -0.00543542 0.0095869 0.00678073 -0.00428687 -3.30242e-05 0.00330178 -0.0100157 -0.00487085 -0.000824225 0.00588876 0.00485562 -0.00166518 0.00676923 -0.0089894 -0.0114632
internal_weight=879.634 770.675 581.742 551.517 188.933 126.369 59.0741 164.015 387.501 129.143 97.8474 67.8674 289.654 14.7263 83.1211 9.31731 185.514 77.0334 50.6211 26.5785 20.0719 62.5636 21.5405 15.5179 73.8038 67.2954 15.2681 52.0273 24.0425 20.4569
internal_count=4034 3114 2073 1820 1041 602 381 733 1087 496 365 310 722 89 276 56 419 208 259 116 80 439 113 65 220 221 74 147 143 131
is_linear=0
shrinkage=0.0100422


Tree=10
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 1 0 1 0 2 2 2 1 0 0 2 2 2 1 1 2 0 0 0 0 0 2 2
split_gain=172.574 69.752 84.0732 38.2679 35.612 30.663 20.7856 16.4287 15.1087 14.7717 15.7098 14.2547 30.4566 14.8718 12.2003 12.1124 10.0726 10.0009 8.5342 8.40795 7.52576 7.23853 11.9585 8.55312 13.5886 8.21378 6.95569 18.9722 7.20681 6.76727
threshold=0.45368402140000008 0.43780126340000008 0.39091643965000006 0.5296248615500001 0.47883296910000012 41.942745071500006 48.226196960950006 0.37078231190000005 0.5796383342000001 0.44805544745000009 0.54646567465000018 42.310579034350006 40.80591513400001 41.035283712600005 0.36042334060000009 0.56395018115000017 0.53833717555000005 48.96897326980001 40.720231579350006 41.827117825850003 0.40301188585000008 0.34575312120000007 41.289992964000007 0.48351845755000006 0.48637765340000011 0.48068920095000006 0.47396784530000008 0.44284602260000011 39.110279783550006 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 26 -1 21 9 10 16 12 -12 -14 -7 -2 20 -8 -9 -15 -5 22 -6 25 -25 -24 27 -3 -29 -28
right_child=15 2 3 8 7 14 17 18 -10 -11 11 -13 13 19 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 29 28 -30 -31
leaf_value=-0.012013912334826925 0.00051860975606122562 0.014896958894373469 -0.011704555863907361 -0.00040779424179152593 0.010718920775723208 -0.0091166801327496692 0.012026356547111405 0.0054580681835593456 -0.015048948624444242 0.010303442413139239 -0.010725481713057795 -0.013581231617324446 0.018885641237184538 -0.0082981290787628864 0.012282489020549165 -0.014287436846375807 0.0057327083979983404 -0.0069667133126251864 -0.0033535136307700016 0.0099830227137746811 -0.01819017791816149 0.010612044160109803 -0.0022323975247464929 -0.016239064386394372 0.0071489353880610272 0.010003424813605862 0.015325142120904434 -0.0017063924603843163 -0.017863264854054029 0.0051860658376433697
leaf_weight=55.801286593079567 7.8278880268335334 8.1301652044057864 48.692290015518665 16.46465998142958 45.820444166660309 39.097731597721577 7.97255592048168 54.185118943452835 8.4541116803884488 18.609307281672955 23.059032924473286 17.518322125077248 9.5666635632514971 7.1904879435896856 3.8573182374238959 104.24671824276447 52.017521739006042 6.7436642050743103 19.768996402621269 6.1517993360757828 3.8743023723363867 171.85508299618959 11.263717472553255 7.0632877945899946 6.1016497761011124 20.187129780650139 11.598445743322371 13.030644431710245 5.0472943112254134 34.415397822856903
leaf_count=449 36 15 391 81 103 276 17 164 78 50 153 121 16 37 11 924 166 33 94 18 32 392 46 41 18 50 20 58 40 104
internal_value=1.40259e-05 0.00204109 0.00319554 -0.00277514 0.00599422 0.000485188 -0.0088133 0.00788128 -0.000106158 0.000711753 -0.000602227 -0.00476986 -0.00141187 0.00796276 -0.00719506 -0.0132533 0.0030545 0.00332284 0.00310261 0.000130859 -0.0037951 0.00922865 0.00659979 0.00236944 -0.00539926 0.00562132 0.00505313 0.000332652 -0.00621733 0.00774176
internal_weight=845.613 733.538 663.021 211.598 451.422 115.177 70.5175 336.245 162.906 154.452 135.843 63.4863 45.968 22.909 42.955 112.075 72.3565 14.7162 73.9541 13.3423 20.339 262.291 90.4362 44.6158 13.1649 31.4508 72.2219 26.2081 18.0779 46.0138
internal_count=4034 3074 2575 1143 1432 524 499 908 752 674 624 345 224 71 287 960 279 50 258 55 113 650 258 155 59 96 237 113 98 124
is_linear=0
shrinkage=0.0114795


Tree=11
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 0 1 2 2 0 2 1 2 1 0 1 1 0 0 1 1 2 1 1 1 2 0 2 1
split_gain=193.292 81.2917 100.725 54.2559 37.9431 37.6145 30.5855 24.2386 19.7394 16.8656 18.1263 15.5877 14.5883 13.6181 11.407 10.4809 9.56861 12.0054 16.1693 9.29006 12.191 8.66269 10.0645 8.3983 15.9089 11.001 7.26841 6.12326 5.73654 5.91112
threshold=0.57619532350000013 43.525909308350002 0.42018203045000008 0.39091643965000006 0.47883296910000012 41.942745071500006 0.53544804050000006 0.39193437325000008 47.709122305950011 45.295823381400005 0.48386275860000011 38.244973486750006 0.40667944075000007 48.96897326980001 0.34674111555000003 0.46989611090000011 0.37078231190000005 0.37977904855000005 0.5054040298000001 0.54499865270000014 0.43590012275000006 0.45280081435000008 39.458743938000005 0.3975479776000001 0.39382054430000007 0.39591628995000006 38.064633603500006 0.51505942935000004 41.257403903850005 0.34311846950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 23 8 9 10 -3 12 -8 -10 26 -16 -6 18 -18 -13 -21 -22 -23 24 -5 -26 -4 -20 29 -28
right_child=-2 7 3 6 16 -7 11 -9 13 -11 -12 19 -14 -15 15 -17 17 -19 27 20 21 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.015961945871284737 -0.014783994216058851 -0.0083950070645731536 0.012448727692081822 -0.016654425581270359 0.010143030103773099 -0.010060153636563547 0.0096111485095465715 -0.013130847236743487 0.013575132907787222 -0.017218215758595563 0.01081616288098765 0.0083930881206662287 -0.011171507930629031 -0.004554584457149625 -0.016796341118961642 0.0088617040242382258 0.0099907380264526169 0.0080916394396837073 -0.020078988591893394 -0.0062466308058219027 0.0071769677465154851 0.0080079610981161672 -0.012832336954092754 -0.016969323573612163 0.01185793323024072 -0.010256935907546255 -0.0063208719328514892 -0.00078803804185823153 0.0091235427175720106 0.0047275883206322885
leaf_weight=33.856731876730919 106.23367092758417 20.034375622868541 22.219862997531891 10.100222915410997 257.82071770727634 30.002647712826729 6.092189863324168 49.227618277072906 14.284272387623789 14.739560782909392 10.249307513236998 39.495330885052681 19.876233577728271 9.5402932614088041 5.7427883148193342 3.5607181340456009 7.2379246354103115 48.931250050663948 6.3109969198703748 20.955377727746964 38.604193106293678 5.6022176444530469 7.4585140645503998 14.696878887712954 7.7718817293643934 5.1721023470163345 9.8726014941930789 3.5491058528423309 21.114672392606735 20.708452939987183
leaf_count=291 920 133 49 82 615 201 17 378 32 116 25 104 131 44 46 10 18 130 45 107 114 18 43 117 27 37 51 13 56 64
internal_value=6.72663e-05 0.00213009 0.00376683 0.00485666 0.00707396 0.00121895 -0.000655168 -0.00683513 -0.00233356 -0.0069102 -0.00189312 0.00190685 -0.0062959 0.00631528 0.00528537 -0.00697627 0.00912093 0.00513001 -0.00334559 0.00380679 0.00131248 0.00437847 -0.00389318 -0.0100289 -0.00560249 0.00302137 0.0068287 -0.0131353 0.0044131 0.00116077
internal_weight=871.063 764.829 646.754 612.897 437.072 113.222 175.825 118.075 68.8478 45.0232 30.2837 138.084 25.9684 23.8246 83.2191 9.30351 323.85 66.0293 17.098 112.116 72.6203 51.6649 13.0607 37.7411 23.0442 12.944 73.9156 9.8601 51.6957 30.5811
internal_count=4034 3114 2386 2095 1298 477 797 728 350 274 158 534 148 76 276 56 821 206 76 386 282 175 61 263 146 64 220 58 171 115
is_linear=0
shrinkage=0.0117498


Tree=12
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 0 2 2 0 2 0 1 2 0 0 1 1 1 2 1 0 1 1 2 0 2 0 1
split_gain=154.841 63.0143 74.6317 40.9554 26.1178 36.7244 26.5537 19.8642 18.8212 16.5791 17.9795 12.7367 11.1019 17.882 12.2908 10.121 9.73763 8.08644 16.871 7.58822 7.23281 7.8634 12.5785 7.0778 9.91311 8.47312 8.24465 7.30246 21.2891 9.86332
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.39091643965000006 0.39193437325000008 0.47769527860000011 47.927946529500012 0.53544804050000006 42.67709657435001 42.066503896600004 0.48098859315000003 40.563919884450009 0.47396784530000008 0.32388251845000005 38.400997490450003 0.54228915300000013 0.56719858685000013 0.3975479776000001 0.39382054430000007 0.39591628995000006 43.89540535710001 0.39814676205000005 0.55769288345000012 0.35862698720000002 0.34608245260000009 39.577821550850011 0.48637765340000011 37.784765830350004 0.50339810185000011 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -3 17 9 12 -11 15 13 -4 -15 -9 -17 18 -5 -20 21 -6 -23 24 25 -14 -27 -25 -29 -30
right_child=-2 4 3 7 20 -7 -8 11 -10 10 -12 -13 23 14 -16 16 -18 -19 19 -21 -22 22 -24 27 -26 26 -28 28 29 -31
leaf_value=-0.017038042078007722 -0.015605080438691311 -0.014928883402305995 0.016060312460954553 -0.01793168945352577 -0.019138083859981371 0.0054706330166793098 0.005050449948884107 0.0069147401169666247 0.017449596815169457 -0.014682321378188241 0.0067199525118460625 0.0065325345887254213 0.01525322754874316 0.0018460269528641829 -0.016985964623158073 -0.0083301836700897872 0.0049547292451260095 -0.017927688154523575 0.013694082295528142 -0.0084256840987104193 -0.015386340685488397 0.0073559013148595184 -0.018076753369793037 0.0096507692747008402 0.014337082872416468 0.0046043254622023938 0.016152633458598298 -0.020971956953042221 0.017189595002660454 0.0022438226081848986
leaf_weight=26.870559848845005 96.228652633726597 39.011667385697365 9.7034345269203168 8.9464977383613604 5.52130098640919 65.009886004030704 16.177386105060577 16.942057147622108 31.554809495806694 12.30409672856331 14.94122516363859 59.891042247414589 21.625226087868214 16.921385228633884 9.1950276643037778 36.119521617889404 12.862177819013594 11.922857068479059 7.6363592296838743 4.096065878868103 37.166752718389034 10.323370233178137 4.9439320862293235 44.131621100008488 63.272310897707939 80.123270474374294 12.25241146981716 5.9366134703159323 9.6536211594939214 35.518095508217812
leaf_count=253 920 327 21 77 48 221 54 51 58 86 45 186 42 68 71 206 53 103 26 31 326 35 30 112 131 253 23 34 17 126
internal_value=2.87261e-05 0.00208795 0.00427468 0.00536437 -0.00469263 -0.00120677 -0.00907241 -0.00020754 0.00776862 0.00685831 -0.0029454 0.00215584 0.0077246 0.000862402 -0.00478431 -0.00182034 -0.00484168 -0.00932815 -0.00436991 0.00597155 -0.0119223 -0.00572908 -0.000879825 0.00862658 0.0101754 0.00786552 0.00613606 0.00574381 0.00237018 0.00543787
internal_weight=826.803 730.575 552.42 525.55 178.154 120.199 55.1891 158.417 367.133 335.578 27.2453 125.815 308.333 35.8198 26.1164 65.9238 48.9817 32.6018 20.6789 11.7324 57.9554 20.7886 15.2673 272.513 177.273 114.001 92.3757 95.24 51.1083 45.1717
internal_count=4034 3114 2073 1820 1041 602 381 733 1087 1029 131 496 898 160 139 310 259 237 134 57 439 113 65 738 449 318 276 289 177 143
is_linear=0
shrinkage=0.0131112


Tree=13
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 0 1 2 2 2 0 0 0 1 1 0 0 1 1 0 1 2 1 1 2 2 1 0 1
split_gain=134.586 52.9249 64.0399 30.7017 29.4415 24.2237 16.9669 14.1716 13.2962 12.7873 12.2339 9.95585 8.80614 14.0466 8.46099 8.19667 16.6644 8.0602 7.66401 14.5453 7.31834 8.24335 28.1217 7.59563 11.1134 7.99413 10.1009 7.2262 7.87037 7.1805
threshold=0.57619532350000013 0.42569084760000003 0.39091643965000006 0.47883296910000012 42.599563320500003 41.942745071500006 0.53544804050000006 0.37078231190000005 40.80591513400001 48.226196960950006 47.927946529500012 0.54228915300000013 0.53158588065000012 0.55769288345000012 0.4349121284000001 0.37977904855000005 0.50889194935000015 0.52366695610000014 0.3975479776000001 0.39382054430000007 0.50278434775000014 0.35862698720000002 38.625745710700009 0.34575312120000007 0.34545372890000009 41.50623664750001 42.824128352900011 0.34674111555000003 0.46989611090000011 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 6 27 18 20 11 -1 -7 -8 -6 -14 29 16 -9 -17 19 -4 21 23 -23 24 25 -5 -27 -3 -29 -13
right_child=-2 2 4 7 12 10 8 15 -10 -11 -12 14 13 -15 -16 17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.014269755583103599 -0.015240036738361006 0.0062637284970706811 -0.017498113382197932 0.013040954946396077 -0.017055798896281789 -0.0093163766994618473 0.006873727676280513 0.008186616117948466 0.0075942411183626225 0.0012157598050159496 0.014869912538956878 0.0073661837233810652 0.0003990510976414355 -0.015931244717812799 0.00062399460583706715 0.0081238846230579018 -0.015041547320976208 -0.0058993422253782058 -0.017487953430132475 0.0057560558317322008 0.015433934339612003 0.0096570123847777491 -0.023886360711046283 0.011932508808741461 -0.0018978682184650204 -0.0048063409022733733 0.01144739196012663 -0.017883664794927152 0.0086291470251955108 -0.012966035186750378
leaf_weight=41.072887822985649 89.839975267648697 67.641543932259083 7.9362316355109277 39.676544137299061 23.632696263492107 42.909718878567219 19.221366196870804 10.361420363187792 49.957987934350967 12.087485641241072 4.0044976472854605 3.5643731802701977 21.098813198506832 16.391468249261379 28.688921838998795 42.684924528002739 11.317563354969023 8.6295920312404615 11.045990340411661 11.591107122600077 31.909898720681667 17.343549199402336 5.8549643307924262 105.29884999245405 20.400925621390343 12.810741379857065 14.029324062168596 4.7621005252003652 3.3336023390293121 20.756993845105171
leaf_count=390 920 211 73 88 229 316 57 30 148 45 9 12 108 133 127 117 71 40 102 56 64 44 36 249 81 55 33 42 10 138
internal_value=2.08968e-05 0.0019519 0.00297978 0.0058511 -0.00296689 0.00022074 0.000138877 0.00800699 0.00234502 -0.0107487 -0.00725189 -0.00128553 -0.0107291 -0.00674087 -0.00424405 0.00288313 -0.0039397 0.00576559 -0.00867821 -0.00369482 0.00951921 0.00864305 0.00119116 0.00954241 0.00664685 0.00926756 0.0036895 0.00484954 -0.00696637 -0.00998628
internal_weight=799.856 710.016 656.856 442.97 213.886 122.651 152.763 320.318 122.19 53.1604 46.9142 72.2317 61.123 37.4903 53.0103 72.9935 21.679 51.3145 30.5733 19.5273 247.325 215.415 23.1985 192.216 86.9175 66.5166 26.8401 75.7372 8.0957 24.3214
internal_count=4034 3114 2679 1496 1183 588 713 908 482 435 325 334 470 241 277 258 101 157 231 129 650 586 80 506 257 176 88 263 52 150
is_linear=0
shrinkage=0.0132339


Tree=14
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 2 2 0 1 0 0 1 2 2 0 1 2 2 2 0 0 2 1 1 1 2 0 0
split_gain=118.664 46.7377 47.8066 28.2768 26.8302 19.0522 19.1924 16.7162 12.2828 11.0652 11.9616 12.3125 10.3974 10.1537 10.0412 20.8294 10.0066 8.65475 7.47176 7.46498 7.11075 8.9232 11.6479 7.9997 6.71478 17.9621 6.02015 5.91303 6.88827 11.9293
threshold=0.45368402140000008 0.42018203045000008 0.39091643965000006 0.47736594710000008 0.53043322055000008 41.872294782850005 0.34551360740000009 44.952171034750002 47.927946529500012 0.5796383342000001 0.44805544745000009 0.54646567465000018 0.56395018115000017 0.37078231190000005 42.310579034350006 40.00488309970001 0.5654770815500002 0.34584293880000011 41.827117825850003 42.360359531950003 43.752965619700007 0.51191581090000016 0.5054040298000001 47.927946529500012 0.39408999735000005 0.39591628995000006 0.41714319930000004 41.289992964000007 0.48351845755000006 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 19 6 -3 -1 -7 10 11 -6 -2 17 15 26 18 27 -17 24 21 22 -15 -22 -4 -26 -13 -5 -29 -30
right_child=12 2 4 13 9 8 -8 -9 -10 -11 -12 14 -14 20 -16 16 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.016979550391165155 0.00093228840985690186 0.0070448423928486893 -0.017732687505759022 0.0088800901913259692 0.0034508222936998358 -0.011462428731982907 -0.019511025178850845 0.0008260659247960716 0.014255161227684892 -0.016781141196236384 0.011326793665842546 0.0045245946745277512 -0.015669661292777099 0.0056047765274520886 -0.014317096002696705 -0.010545041515062942 0.014604188237611886 0.010622672211141552 0.01106500030734898 -0.017281938589922882 -0.020667682971464693 0.0070358261688311195 -0.020606427035043708 0.0049282026986312089 0.018732511553921558 -0.0128331262894742 -0.016725517080985915 0.0051991802532538678 -0.018231808498983534 0.00756130676915172
leaf_weight=31.364226959645748 7.7329072281718245 45.731881350278854 6.3684831410646465 56.2748683989048 67.848944522440434 33.635325603187084 5.7734226360917082 14.533532619476317 3.9041076004505149 6.9607792496681204 18.241945303976536 3.0259986892342594 87.589742839336395 7.3844277113676053 16.197050906717777 8.0311713069677371 13.113189339637755 157.57329557090998 4.8239101767539969 23.586180619895458 4.8454082831740362 49.721852153539658 5.6269447505474091 4.3782005608081818 5.4852827191352835 8.9134272709488851 14.759881518781183 46.375720344483852 7.0804734230041486 6.458289235830307
leaf_count=338 36 147 62 151 265 280 51 65 9 78 50 15 924 22 121 43 34 414 13 245 38 141 43 14 13 85 119 158 41 19
internal_value=1.53034e-05 0.00203111 0.00300207 0.00554503 -0.0025999 -0.00135168 0.0040681 -0.0113414 -0.00878779 0.000124655 0.000930433 -0.000553523 -0.0143229 0.00732137 -0.00508539 -0.00166796 0.00616888 0.00852722 -0.0024358 -0.0119986 0.00273365 0.00438796 -0.00573061 -0.008518 -0.00599813 -0.00080799 -0.0131101 0.00568542 0.00268481 -0.00592792
internal_weight=773.341 678.018 632.12 434.764 197.356 89.0447 51.5053 45.8978 37.5394 153.003 146.042 127.8 95.3227 345.719 59.9512 43.7542 25.9683 273.763 12.8551 44.3534 71.9568 62.7332 13.0114 9.22361 20.7672 14.3987 17.7859 116.189 59.9145 13.5388
internal_count=4034 3074 2671 1528 1143 487 198 403 289 738 660 610 960 1041 345 224 90 783 56 405 258 206 65 52 160 98 134 369 218 60
is_linear=0
shrinkage=0.0137245


Tree=15
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 1 0 1 0 0 2 2 2 2 0 0 2 0 0 1 2 1 1 1 0 1 1 2
split_gain=102.563 39.843 40.093 24.5889 23.5175 19.7713 15.4601 10.9711 9.74582 9.85795 10.2117 9.60855 9.08016 8.46463 17.596 9.87305 7.24413 10.4599 6.90109 6.78943 6.63961 7.81451 23.1212 6.47751 16.0672 6.37782 11.0441 6.29912 9.22186 7.19737
threshold=0.45368402140000008 0.42018203045000008 0.39091643965000006 0.47883296910000012 0.53043322055000008 41.942745071500006 44.952171034750002 0.37078231190000005 0.5796383342000001 0.44805544745000009 0.54646567465000018 0.56395018115000017 47.927946529500012 42.310579034350006 40.00488309970001 41.243661560350013 0.45798030000000006 0.47396784530000008 42.360359531950003 0.56859076075000015 0.50278434775000014 0.35862698720000002 38.625745710700009 0.32388251845000005 0.33750486510000005 0.3447052483500001 0.47464147780000004 0.34575312120000007 0.34545372890000009 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 18 23 -1 20 9 10 -6 -2 16 14 -12 19 -7 -18 -4 -16 21 27 -23 -3 -25 -26 -27 28 -5 -29
right_child=11 2 4 7 8 12 -8 -9 -10 -11 13 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.013241731192321655 0.00066877978308654265 0.011998988203518926 -0.0045350272449701219 0.0068465144355272572 0.0024838560810087032 -0.014258103193304754 0.0005930793983672057 0.0020018646059008112 -0.013104958827640128 0.0082580129718437534 -0.0098561442948051897 -0.012094120596070583 0.010540486696682285 -0.010651343905286983 0.00094627918493571405 -0.0043699237445114667 0.01330544567305 -0.0066187187723254839 -0.013453808886009855 0.015483225809544884 0.01184156234961708 0.0068716544895398345 -0.018419975466676723 -0.015191523547380906 0.0079635114196485828 -0.014198972374563109 0.0033433973036452475 0.0098440895123675844 -0.0016673850533210277 -0.00057448144332155812
leaf_weight=28.993463158607483 7.7383913472294799 9.222025513648985 19.845598712563515 62.854214042425156 67.679420255124569 12.188112832605837 14.532265007495878 70.436191320419312 6.4262633174657813 17.976328782737255 17.036048829555511 81.771188765764236 3.7961534559726706 15.657998651266096 6.3770440518856111 9.4573602154850942 3.5810948386788395 26.717856876552105 21.839842781424522 9.7182912304997426 28.947815135121346 16.149460241198543 5.9198360145092002 5.8048726767301551 26.061800122261047 5.0324275568127623 29.595791846513748 87.467219658195972 20.130089327692986 8.7406853437423688
leaf_count=338 36 21 160 176 265 120 65 258 78 50 134 924 9 121 28 42 21 194 245 20 64 44 36 42 69 50 94 217 81 32
internal_value=3.9766e-06 0.0014992 0.00221595 0.00410049 -0.00193216 -4.46494e-05 -0.0086226 0.00578257 8.53284e-05 0.000674368 -0.00040822 -0.0109907 -0.00568145 -0.00376865 -0.00123818 0.00450743 -0.00713086 -0.00426384 -0.00920776 0.00972362 0.00693933 0.00623424 8.74644e-05 0.00340094 0.0022085 0.00387277 0.000794011 0.00699127 0.00478124 0.00889754
internal_weight=747.695 658.186 614.66 422.646 192.014 122 43.5257 300.646 150.329 143.902 125.926 89.5096 46.2832 58.2467 42.5887 25.5527 42.4871 30.299 41.6854 16.0953 230.209 201.262 22.0693 75.7169 66.4949 60.69 34.6282 179.192 82.9843 96.2079
internal_count=4034 3074 2671 1528 1143 620 403 908 738 660 610 960 344 345 224 90 335 215 405 48 650 586 80 276 255 213 144 506 257 249
is_linear=0
shrinkage=0.0109474


Tree=16
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 1 2 1 1 0 0 1 1 1 1 1 0 2 1 1 2 2 1 2 1 1 2
split_gain=122.607 47.4071 54.1178 29.1709 22.8528 21.3098 18.994 17.1262 13.669 13.8045 14.1591 24.833 9.87628 9.25203 9.79902 7.50623 7.31954 18.8002 7.82403 9.29795 8.61806 6.37278 7.10933 5.63773 9.11181 6.80436 5.24892 5.24343 18.3541 5.231
threshold=0.5718990449500001 0.42018203045000008 43.832725745850006 0.39091643965000006 0.47883296910000012 41.942745071500006 0.53544804050000006 44.952171034750002 0.39193437325000008 47.709122305950011 0.35862698720000002 0.34674111555000003 0.57152480465000022 0.54499865270000014 0.4349121284000001 0.35862698720000002 0.32388251845000005 0.33750486510000005 0.34674111555000003 0.47515044460000005 38.064633603500006 0.34584293880000011 0.34545372890000009 42.094663496250007 39.952536079750011 0.41615520495000008 37.198331469900005 0.39591628995000006 0.39382054430000007 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 16 27 -1 9 10 11 -4 13 26 23 21 -3 -18 20 -20 -19 22 -6 24 25 -15 -8 28 -5 -23
right_child=-2 2 8 6 15 -7 12 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012016163980515287 -0.010313336668300874 0.011427951533752086 -0.0084313633490770094 -0.012498306641573403 0.0069454407819273603 -0.0062596340331021825 -0.0049139908692762413 0.00062632358264652101 -0.0098743273080983355 0.0076065396254476206 -0.013627629657304803 0.016534292117438294 0.012223244890634153 0.0039833040708019034 0.0016423169426506158 0.0038890208167376441 -0.01404191236871076 0.011169682741735574 -0.012717860005374325 0.0090352281969579996 0.0027194069911049626 0.0094910998357066578 0.00083139871383541917 -0.017295425572311895 0.0015294188052456679 -0.013393592106828023 0.0053295138235144035 -0.0099549215087222209 0.0079896026588762784 0.0020134850510049635
leaf_weight=31.568416744470596 94.225263521075249 9.4294846057891828 10.426574446260934 8.4199393689632434 63.622740007936954 29.419651724398136 5.3033699989318839 14.780458107590674 36.104791484773159 10.997401982545851 11.206756860017775 5.8398154973983756 7.5675945132970801 2.6577157974243226 41.84577676653862 103.28219932317734 6.0189369246363631 16.082735769450665 5.2124283462762815 2.8584736883640289 38.442596398293972 92.565659672021866 24.84596198797226 3.4418500289320937 13.338071525096892 10.408794067800043 41.295965671539307 19.256465174257755 8.0222425982356054 9.7116974070668203
leaf_count=338 977 21 73 82 169 215 25 65 339 31 99 10 14 11 165 327 42 32 49 7 125 213 91 24 55 88 117 170 28 32
internal_value=5.24224e-05 0.00148042 0.00216843 0.00319612 0.00459565 0.000770509 -0.000281875 -0.00798453 -0.00559076 -0.00157061 -0.0052442 0.000531586 0.00148815 0.000801387 -0.0013841 0.0059937 0.00342059 0.00232017 0.00389346 -0.00501356 0.00521189 0.0071333 0.00522834 -0.00562725 -0.0041063 -0.00985915 0.00416372 -0.00652229 -0.00250213 0.00878107
internal_weight=778.2 683.975 637.626 563.05 401.493 107.464 161.558 46.3489 74.5753 38.4705 27.4731 16.2664 125.859 118.292 71.6922 294.028 78.0447 68.6152 62.5962 8.0709 54.5253 190.746 88.4687 29.8464 26.4046 13.0665 46.5993 35.6986 16.4422 102.277
internal_count=4034 3057 2654 2102 1323 491 779 403 552 213 182 83 499 485 343 832 276 255 213 56 157 505 260 178 154 99 142 280 110 245
is_linear=0
shrinkage=0.00969289


Tree=17
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 1 2 1 1 2 0 2 2 2 2 0 1 0 1 1 1 1 1 1 0 1 2
split_gain=95.0213 35.9605 40.1246 21.1202 17.244 15.5014 15.2687 14.8269 11.5726 11.4481 12.1812 21.7918 9.94193 7.8165 7.80985 11.4377 9.8186 6.32758 7.11644 8.44375 6.92772 6.17754 5.87468 7.92556 5.65148 14.0829 5.72869 7.2402 7.20256 5.49491
threshold=0.5718990449500001 0.42018203045000008 43.832725745850006 0.39091643965000006 0.47883296910000012 41.942745071500006 0.53544804050000006 44.952171034750002 0.40301188585000008 47.709122305950011 0.35862698720000002 0.34674111555000003 49.122847560300009 0.57152480465000022 41.827117825850003 42.094663496250007 41.178189531300006 40.750688432250008 0.54228915300000013 0.46280051495000007 0.56719858685000013 0.35862698720000002 0.34575312120000007 0.34545372890000009 0.32388251845000005 0.33750486510000005 0.33992994225000006 0.47396784530000008 0.34398670700000006 41.50623664750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 24 -5 -1 9 10 11 -4 -11 14 16 -16 17 18 -8 20 -20 22 23 29 -3 -26 -27 28 -28 -6
right_child=-2 2 8 6 21 -7 13 -9 -10 12 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.014094551710053327 -0.011801588375537343 0.012291489860095801 -0.009791332177289936 -0.0073383868872249729 0.010418585445336635 -0.0067580189955087685 0.0050926727433982305 0.00061496493388828676 -0.014417875343609578 0.011678792173771869 -0.013349930219506746 0.019547915157848351 -0.0072731096278401261 0.013907456680271182 0.015235916773130808 0.00087820314403080869 -0.01393476469244073 0.0087873339171992155 -0.0079166550462713599 0.0086505468530915994 0.005999243151644575 0.0040476569488430694 0.0096517707830763404 -0.0010994632063283315 -0.015322323183096219 0.015487664030046193 0.002020351943691703 0.0053550653402858429 -0.015751217311889186 0.0031735930517730986
leaf_weight=27.543810442090034 83.910158924758434 9.0386165231466276 9.8777740001678449 33.569516532123089 35.910380184650421 28.006587743759155 18.019199177622795 14.615325875580309 17.685108087956905 10.505196280777456 19.610699541866779 5.487313747406005 6.0947484597563735 6.8390076458454123 11.482414275407789 23.666535466909409 7.5270007103681555 10.326858565211294 32.679238684475422 6.6051901578903189 5.8821660280227652 100.35619068145752 97.855499222874641 19.981484860181808 5.7429965808987609 5.5191964507102957 8.5411310046911222 40.73856707662344 5.0606068670749655 24.566447347402573
leaf_count=338 977 21 73 280 88 215 55 65 204 31 190 10 44 14 21 89 41 29 205 21 24 327 257 79 42 10 30 121 52 81
internal_value=1.94925e-05 0.00154707 0.00227907 0.00336795 0.00486689 0.000730805 -0.000282014 -0.0089952 -0.00617772 -0.0033522 -0.00718361 0.000686555 0.00472051 0.0016434 0.000921522 0.00556856 -0.00109402 0.000220754 -0.00117934 -0.00368155 -0.00579392 0.00639041 0.00770893 0.005346 0.00354074 0.00233507 0.00402914 0.00286533 -0.00459167 0.00747558
internal_weight=733.245 649.335 607.176 537.915 381.318 102.648 156.597 42.1591 69.2608 51.5757 34.9758 15.3651 16.5999 123.028 116.189 35.1489 81.0397 73.5127 63.1858 45.1666 38.5614 278.67 178.314 80.4583 74.6411 65.6025 59.8595 54.3403 13.6017 60.4768
internal_count=4034 3057 2654 2102 1323 491 779 403 552 348 273 83 75 499 485 110 375 334 305 250 229 832 505 248 276 255 213 203 82 169
is_linear=0
shrinkage=0.0118044


Tree=18
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 1 0 2 2 0 0 2 0 1 0 0 1 0 1 0 1 2 1 0 0 0 1 0 2 1
split_gain=97.002 36.2062 44.6362 23.2009 17.1652 15.5917 23.0638 18.1122 13.3359 17.9492 10.9625 12.3138 14.5091 15.5162 8.84131 7.30174 6.82014 6.80781 8.56614 6.72622 11.3094 8.86868 9.3521 6.27598 12.2245 6.20625 18.4415 5.88458 5.19821 5.15077
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.38906020780000011 42.67709657435001 0.39193437325000008 0.47769527860000011 47.927946529500012 41.942745071500006 0.48068920095000006 0.5216909673500002 38.625745710700009 0.52432561900000019 0.39382054430000007 0.51857728810000003 0.56643513670000012 0.43837010870000009 0.54646567465000018 0.42209814075000007 0.47396784530000008 0.34398670700000006 35.171584490050009 0.32388251845000005 0.53158588065000012 0.55769288345000012 0.53544804050000006 0.39542229275000007 0.55481871800000016 48.96897326980001 0.33750486510000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 -3 19 -10 14 -12 -13 -14 -5 17 -17 25 -19 20 21 -4 -23 -7 27 26 -15 -25 -9 -24
right_child=-2 5 3 10 -6 23 -8 28 9 -11 11 12 13 15 -16 16 -18 18 -20 -21 -22 22 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.015565757661972046 -0.014011981201243274 -0.013221543148485037 0.014384294640326365 -0.0027264266432407412 0.016347071640537274 -0.015858083279153157 0.0043124524042986827 0.010898775529094875 -0.013972519505672451 0.0052637826984310602 -0.0052784662829513888 0.015250086010947067 -0.01858167138820678 0.018572717401966542 -0.034800316454322973 0.017609693541053687 0.0034066512173663013 -0.020391061744420739 -0.0012255205993036502 0.0072491291870290424 -0.017172829572287565 0.0097952581593169306 -0.020577240365408412 -0.0030099697732325899 -0.015767072319695152 0.0063745884962334298 -0.017329535730046034 0.015564469191092648 -0.0041214192410685265 -0.0015894688417651499
leaf_weight=20.394368641078472 75.254769831895828 33.123935006558895 9.4470593184232765 3.2653608918189994 26.588727667927742 18.676804430782795 61.105699777603149 8.3159363716840726 13.543409660458563 21.348064720630646 40.947108834981918 14.550739616155623 6.2839886695146552 3.7362907677888852 2.6675810292363167 9.3108921796083468 15.211115144193171 4.6766323670744923 26.895408011972904 216.97663399577141 5.0267099663615218 7.4035493135452297 4.2131792157888395 13.786942228674894 13.146326869726179 36.227723807096481 7.0669357180595398 3.6945389658212653 7.473493129014968 5.8007491230964661
leaf_count=253 920 327 21 23 58 218 221 20 105 68 254 31 64 10 20 19 55 35 117 635 52 19 37 82 126 107 67 13 34 23
internal_value=4.81565e-05 0.00164913 0.00337327 0.00417597 0.00630533 -0.00377881 -0.00104166 -0.00773035 0.0053644 -0.00220294 0.000307782 0.000935782 0.00298851 0.00135779 -0.0171476 0.00257282 0.00879948 0.000630266 -0.00406443 0.00642535 0.000820614 0.00418743 -0.00134325 -0.00988654 -0.0062451 0.00378183 -0.00491276 0.000915555 0.00378938 -0.00957823
internal_weight=736.161 660.906 501.582 481.188 310.348 159.324 110.019 48.9134 283.759 34.8915 170.84 164.907 123.96 109.409 5.93294 103.125 24.522 78.603 31.572 248.868 31.8912 26.8645 17.4175 49.3046 30.6278 47.031 10.8032 17.4815 15.7894 10.0139
internal_count=4034 3114 2073 1820 1018 1041 602 381 960 173 802 759 505 474 43 410 74 336 152 787 152 100 79 439 221 184 77 95 54 60
is_linear=0
shrinkage=0.0130702


Tree=19
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 2 2 0 2 0 0 1 0 0 1 0 2 0 2 1 0 0 1 1 2 1 2 1
split_gain=99.1875 37.0227 45.4641 24.8139 16.4519 23.0006 18.1146 16.4042 12.595 17.8477 11.4004 11.5415 14.206 15.1982 7.99421 6.65591 11.4963 8.742 7.81354 6.56147 6.29614 6.5894 9.66318 6.06812 16.6965 5.65355 5.57622 5.31807 4.81771 4.70897
threshold=0.57944372925000021 42.719328117250008 0.42018203045000008 0.38906020780000011 0.39193437325000008 0.47769527860000011 47.927946529500012 42.67709657435001 41.942745071500006 0.48068920095000006 38.625745710700009 0.5223196910500002 0.52432561900000019 0.39382054430000007 0.56643513670000012 0.47396784530000008 0.34398670700000006 0.44284602260000011 38.400997490450003 0.54646567465000018 43.89540535710001 0.39814676205000005 0.55769288345000012 0.53544804050000006 0.39542229275000007 0.45736654595000009 40.844669808050007 0.43837010870000009 48.96897326980001 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -3 8 15 -10 -5 -12 -13 -14 19 16 17 -4 -19 23 21 -6 -23 24 -15 26 -21 -16 -8 -7
right_child=-2 4 3 10 20 29 28 -9 9 -11 11 12 13 14 27 -17 -18 18 -20 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014886372122750654 -0.013823563201323859 -0.012563477511342373 0.011115302297728492 -0.0051428261825112584 -0.017115777284679608 0.0060240131813308765 0.010218069805585104 0.015430367431699317 -0.013046293041695965 0.0052190559026825869 -0.016123642190114539 0.015351770792929471 -0.017504651781090185 0.016318206757596106 0.015908812401425779 0.0069576378069687592 -0.016308587679591119 0.0048902824281080535 -0.014497076667211884 -0.012334410623773153 -0.013042959027074157 0.0069657868336474582 -0.014262050859064755 0.0059751799692861424 -0.016279387502204767 0.0099929866161161968 -0.0010091907174540318 0.0042369172596626956 -0.0035856824471038129 -0.0020896310842101144
leaf_weight=20.687466338276863 72.181394100189209 33.15568907558918 13.672107651829721 45.678516954183578 4.5740761980414417 46.980100266635418 8.2675746530294401 26.586684033274651 13.468054927885531 21.641424424946308 5.1743823438882819 12.688754454255102 6.2057297825813285 3.7776675298809987 9.6020032465457934 218.41142527014017 5.0811960771679869 7.8659012019634229 5.4686621204018593 11.719664290547376 30.938846111297607 10.080040752887724 4.9677377939224234 36.134669557213783 6.8774960786104202 4.02217012643814 15.89938874542713 16.411517970263958 7.467553883790969 14.534409411251543
leaf_count=253 879 327 34 290 48 147 20 58 105 68 34 26 64 10 21 635 52 24 42 75 333 35 33 107 67 11 66 62 34 74
internal_value=4.89877e-05 0.00154791 0.00320019 0.00396946 -0.0036571 -0.000962011 -0.00733979 0.00607119 0.00519997 -0.00178756 0.000202634 0.00210261 0.00286725 0.00143559 0.00256096 0.00617933 0.000881621 0.00411589 -0.0030607 0.000576141 -0.00954215 -0.00402223 -4.21799e-05 0.00353911 -0.00472228 -0.00380539 -0.00581485 0.0085452 0.00366711 0.00410695
internal_weight=740.222 668.041 507.075 486.387 160.966 110.405 48.8908 312.195 285.609 35.1095 174.192 128.513 123.339 110.65 104.445 250.499 32.0879 27.0067 13.3346 78.4311 50.5607 19.6219 15.0478 46.7898 10.6552 31.6412 27.6191 26.0135 15.7351 61.5145
internal_count=4034 3155 2104 1851 1051 602 381 1018 960 173 833 543 509 483 419 787 152 100 66 336 449 116 68 184 77 152 141 83 54 221
is_linear=0
shrinkage=0.0124572


Tree=20
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 2 0 2 0 2 1 0 1 0 2 2 1 0 1 1 0 1 0 0 0 0 2 2
split_gain=119.404 45.6107 54.1608 31.2172 18.2708 28.6952 20.7931 17.7312 16.8288 15.2171 14.5297 10.4289 10.9968 8.90334 11.8816 9.57795 9.98607 7.57221 7.75915 9.92647 7.423 13.2076 6.40595 6.01595 7.99035 12.2997 5.99402 10.7901 5.79895 7.4012
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.39091643965000006 0.39193437325000008 0.47769527860000011 47.927946529500012 42.67709657435001 0.53544804050000006 42.141702038450013 0.48271009850000007 38.244973486750006 0.40667944075000007 0.47396784530000008 0.34398670700000006 0.44284602260000011 38.400997490450003 43.89540535710001 0.39814676205000005 0.55769288345000012 0.3975479776000001 0.39382054430000007 0.47754558250000007 0.37078231190000005 0.51191581090000016 0.50339810185000011 0.54136103710000005 0.56643513670000012 40.844669808050007 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -3 9 20 13 22 12 -10 14 15 -4 -17 18 -6 -20 21 -5 -11 -15 25 -25 -13 28 -28 -30
right_child=-2 4 3 8 17 -7 -8 -9 11 10 -12 26 -14 23 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.016416250796188157 -0.015000790589484255 -0.014242053830994483 0.011771307083033209 -0.017408472522339735 -0.018811328518550011 0.0049721239882075585 0.0042126009940287625 0.017217103721487333 0.0098803548044541639 -0.0051486866818048205 0.0061021597287969735 0.010065238893557661 -0.011010067267362113 0.0089054394762181164 -0.017577641817204413 0.0061615491028081757 -0.016490529783859054 -0.014633378879385777 0.0081268029358169801 -0.015445997360068639 -0.017806742939223824 0.0050168903186210501 -0.025155467436552437 0.012097823111689559 0.0063474105838614361 -0.018049471062221923 -0.0063666232621601114 0.009392522481587097 0.0071280643978669485 -0.0086400255995759592
leaf_weight=22.54434709250927 83.496353894472122 35.610511995851994 14.315333291888239 7.9802713170647683 4.8812828734517124 63.089055590331554 15.942855075001715 28.563162073493004 6.0464671999216106 5.8815046325325984 12.073347628116606 22.595981612801552 18.305703677237034 205.93073432892561 5.4801012799143782 7.9974545389413816 6.2567529454827309 32.725561618804932 10.220111876726149 4.7058566734194747 11.177226029336451 11.657079458236693 5.6693780571222305 3.9203950315713865 46.762368112802505 6.4690398722887039 23.064311735332012 24.932572282850742 19.584219828248028 7.3975398093461981
leaf_count=253 920 327 36 77 48 221 54 58 17 41 37 57 131 560 55 24 47 326 35 30 103 57 42 9 135 43 118 75 62 36
internal_value=0.000170437 0.00200157 0.00394831 0.00486275 -0.00410742 -0.00110186 -0.00853496 0.00707725 -0.0002018 0.0061743 -0.00420011 0.00203933 -0.00582313 0.00699915 0.000536936 0.00401161 -0.00378137 -0.0106665 -0.00411229 0.000694775 -0.00906948 -0.00409638 -0.0149684 0.00783552 0.00398037 -0.00667356 0.0040016 0.00217423 -0.00142187 0.00280496
internal_weight=775.277 691.781 524.605 502.061 167.175 114.642 51.5534 349.32 152.741 320.756 23.6242 121.927 24.3522 297.132 34.0496 28.5695 14.2542 52.5328 19.8073 14.926 30.8146 19.6374 11.5509 263.083 57.1518 10.3894 97.5746 74.9786 50.0461 26.9818
internal_count=4034 3114 2073 1820 1041 602 381 1087 733 1029 120 496 148 909 162 107 71 439 113 65 237 134 83 747 187 52 348 291 216 98
is_linear=0
shrinkage=0.0134304


Tree=21
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 1 0 2 2 1 1 1 0 1 0 0 0 1 0 2 0 0 2 2 1 1 1 1
split_gain=173.206 72.1214 84.8982 45.3534 37.0703 33.0178 32.71 20.0113 17.6546 16.0806 14.0288 13.9627 9.20457 11.8576 14.3367 8.06539 10.9256 7.9097 15.7188 9.49303 9.28754 7.42297 7.03717 12.9318 6.98018 6.97415 6.73082 10.1832 7.14219 6.20318
threshold=0.5718990449500001 43.525909308350002 0.42018203045000008 0.39091643965000006 0.47883296910000012 0.53544804050000006 41.942745071500006 0.3782970569500001 0.48386275860000011 47.927946529500012 38.244973486750006 0.40667944075000007 0.37078231190000005 0.37977904855000005 0.5054040298000001 0.34674111555000003 0.47515044460000005 0.54499865270000014 0.56719858685000013 0.43590012275000006 0.55832160710000012 38.400997490450003 0.53158588065000012 0.54386096225000014 41.257403903850005 48.96897326980001 0.3975479776000001 0.39382054430000007 0.39591628995000006 0.45628873390000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 15 8 9 -3 11 -7 -6 14 -14 21 -17 -12 19 -19 -21 -4 -9 -24 -23 -11 27 -5 -29 -22
right_child=-2 7 3 5 12 10 -8 22 -10 25 17 -13 13 -15 -16 16 -18 18 -20 20 29 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.011407642036935286 -0.01013963314530285 -0.0079424943447154832 0.0084920417042712564 -0.011818353928990855 0.0074092868403320992 0.0073326413427648963 -0.0072161329282947363 -0.012084041598034901 0.0072189198725787261 0.0083031878825167871 0.0063183719873046995 -0.0080185744919885581 0.006902350690715005 0.0059210071077275888 -0.0095007776132273215 -0.011844733019326134 0.0087914976586313705 -0.006341687848659845 0.0075722392524869937 0.0089433921690258312 -0.0058135008098446359 -0.00033539921908067716 0.0013286368296933217 -0.010735065605256255 0.0064032879247865144 -0.0031914279379303178 -0.01244437378166844 0.0054339481975014953 -0.0077984536551216075 0.0068098939664547548
leaf_weight=30.665052942931652 109.77308215945959 28.731287427246571 24.679513782262802 9.1848462820053118 253.92363359034061 6.1240955591201809 29.432531155645847 25.023256100714207 14.451640307903288 8.8335870653390902 39.45987343788147 18.430464223027229 7.11491531133652 48.638100638985634 9.8664070665836316 5.5440110638737661 3.1053039133548737 19.193272486329079 20.967793524265289 9.1631870716810244 10.865158960223196 27.739897489547729 11.878434248268606 16.427969619631767 20.918542340397835 7.634169563651084 14.147119998931883 8.0699249133467656 5.2061439529061309 4.1827839165925971
leaf_count=291 977 212 56 82 615 17 201 224 39 20 104 121 18 130 58 49 7 105 53 22 54 108 53 134 56 35 117 27 37 12
internal_value=0.000184741 0.0017171 0.00288502 0.00362045 0.00512392 -0.000306574 0.00074912 -0.00476052 -0.00125547 -0.00396502 0.00179744 -0.00418986 0.00664934 0.00370862 -0.00262812 0.00360856 -0.00443585 0.00321334 0.00130996 -0.00171522 0.00195239 0.0045573 -0.00868101 -0.00567268 0.0025616 0.00297448 -0.00768547 -0.00468806 0.000244928 -0.00230465
internal_weight=849.376 739.603 626.623 595.958 430.963 164.995 111.42 112.98 59.6507 45.199 128.387 24.5546 319.543 65.6194 16.9813 81.9873 8.64931 103.832 64.3722 43.4044 24.2111 73.338 53.3297 28.3064 48.6584 16.4678 36.608 22.4609 13.2761 15.0479
internal_count=4034 3057 2340 2049 1298 751 477 717 306 267 488 138 821 206 76 276 56 350 246 193 88 220 411 187 164 55 263 146 64 66
is_linear=0
shrinkage=0.00880808


Tree=22
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 1 2 2 2 2 1 0 0 1 2 1 1 0 0 1 2 2 0 0 2 2 0 0 1
split_gain=101.119 37.6635 44.135 22.3678 21.8322 16.8765 11.7683 10.7955 9.22203 9.64855 7.80556 7.32725 14.4401 7.11922 7.63409 25.4404 7.08027 7.06867 6.92696 6.58771 6.5643 10.3382 6.68929 7.29141 12.0497 6.75048 6.52409 6.08655 8.76011 5.80459
threshold=0.57619532350000013 0.42569084760000003 0.39091643965000006 0.5296248615500001 0.47883296910000012 41.942745071500006 0.37078231190000005 48.226196960950006 43.89540535710001 38.244973486750006 47.927946529500012 0.37977904855000005 0.50889194935000015 0.50278434775000014 0.35862698720000002 38.625745710700009 0.39670967935000007 0.4019490434500001 0.52366695610000014 0.54386096225000014 0.34575312120000007 41.257403903850005 43.018222997350009 0.48244064550000004 0.48637765340000011 42.198888176300009 42.779078631750004 0.45798030000000006 0.47396784530000008 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 -3 13 -1 9 16 27 12 -8 14 20 -16 -5 19 -13 -10 21 -6 23 25 -25 -23 -22 -7 -29 -30
right_child=-2 2 3 8 6 10 11 -9 17 -11 -12 18 -14 -15 15 -17 -18 -19 -20 -21 26 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.012295090168621662 -0.013145051911578052 0.0038207066042955768 -0.010480543559559049 0.0091908727229170293 0.0097207976450541939 -0.015615183070678216 0.0065760188385977792 0.0010746339795515429 0.013347721832997385 0.0022728543636933935 0.011168337617764623 0.006662741166492037 -0.013599819294386729 0.013311396843178513 0.0079580446278325057 -0.021577155523674119 -0.0085651064434103807 -0.014992222545920074 -0.0054346897191436374 -0.0088484400154693246 0.010936173142471233 0.0082480915479679305 0.0081020094069985515 -0.020764572877808557 0.0050830102188801837 -0.0068579780846006865 2.8821881533185401e-05 0.012727774580308012 -0.013281290045578809 -0.0018555941555458151
leaf_weight=35.034521460533142 76.622372038662434 71.91456351429224 39.419113978743553 3.9194883331656483 40.070746138691902 9.8907496333122236 10.083146542310716 12.041061654686926 3.326725549995901 117.97327991575003 3.701315611600875 41.368587017059326 11.011599056422709 29.598492331802845 16.473236426711086 5.8688814640045157 22.237071126699448 10.401301458477972 8.459051847457884 4.9156178385019302 87.251898512244225 11.571660995483404 13.96316387504339 6.416579030454157 4.5906915217638016 7.0717582404613486 8.9735036343336088 3.783910438418391 12.158197909593584 14.424592591822146
leaf_count=390 920 263 393 11 101 101 30 45 12 454 9 117 71 64 44 36 157 116 40 40 217 31 37 41 14 33 32 21 107 87
internal_value=0.000108668 0.00162912 0.00242563 -0.00224769 0.00468269 0.000186187 0.00640354 -0.00887536 -0.000253931 0.000788849 -0.00575972 0.00206151 -0.0039559 0.00773175 0.0069152 0.000199667 -0.00590442 -0.00831543 0.00460901 0.000110243 0.00774917 0.00525416 0.00115039 -0.00212328 -0.00998458 0.00251811 0.00991901 -0.00731611 -0.00461301 -0.00708138
internal_weight=744.537 667.915 620.839 202.193 418.646 115.873 302.773 47.0756 162.773 144.13 43.9588 70.9224 21.0947 231.851 202.252 22.3421 26.1566 18.6436 49.8276 8.24234 179.91 83.6846 43.6139 29.6507 11.0073 18.6434 96.2254 40.2575 30.3667 26.5828
internal_count=4034 3114 2679 1183 1496 588 908 435 790 622 325 258 101 650 586 80 168 168 157 52 506 257 156 119 55 64 249 316 215 194
is_linear=0
shrinkage=0.012181


Tree=23
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 2 2 1 2 2 0 0 1 2 2 2 1 1 0 1 0 1 0 0 2 0 1 2 2
split_gain=150.21 59.984 89.3443 34.6711 20.8878 32.8865 16.7442 15.9376 15.2372 12.5295 12.4216 10.6383 8.94675 11.4624 10.4578 8.69508 8.11897 7.50554 15.1885 7.41364 16.6279 6.84718 9.41263 11.5629 13.587 6.80752 11.9795 6.52527 12.9514 9.4222
threshold=0.45368402140000008 0.47700667645000011 0.39091643965000006 0.53544804050000006 0.34452561300000012 0.33750486510000005 43.89540535710001 38.244973486750006 0.40667944075000007 44.421469061800003 48.226196960950006 0.56395018115000017 0.42018203045000008 0.32388251845000005 41.827117825850003 48.96897326980001 47.927946529500012 0.39587138110000003 0.39476362980000007 0.54646567465000018 0.42209814075000007 0.47883296910000012 0.37078231190000005 0.51191581090000016 0.5054040298000001 42.006870117350005 0.4778150355000001 0.34575312120000007 41.289992964000007 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 17 5 10 7 8 -5 21 12 -2 -1 14 -14 -12 -11 18 -4 -9 -21 25 27 24 -24 -3 -27 28 -23 -30
right_child=11 2 3 6 -6 -7 -8 19 -10 16 15 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0079496627054048679 9.9918024227841021e-05 0.0036818908146338254 -0.0057442141615338489 0.0055968053819689485 -0.0070023308637518055 0.0054801157864158333 -0.0066752957249776208 0.0042447570182065934 -0.0067519503598379091 -0.0066042639602066217 0.0067289138875677602 -0.0081009580449895643 0.0062700916445784117 -0.0082767088279729721 -0.0067783169916406528 -0.0038522894292771117 0.0038849237187201405 -0.0075848653082914337 0.0085874846707144434 -0.010810945969607459 0.0017586191543972477 0.0063801658675958417 0.0029249559290753292 0.0039060051124291191 -0.010639044980063444 0.0025136633623777153 -0.010382800854167953 0.0061224148529904453 -0.0010037111976334595 0.0056934380349120467
leaf_weight=27.320589005947113 7.9341088458895674 33.490702494978905 14.603336140513422 6.0996168106794384 40.469675771892071 25.191945903003216 14.315148882567881 47.130963489413261 19.243408098816872 8.1277695819735509 7.748194143176077 96.608232624828815 8.6356849074363726 8.3383959606289846 4.2473036199808112 6.7233766615390778 5.9058918058872214 39.287471450865269 4.478833779692649 5.3562327995896331 54.66723445057869 45.68824253231287 7.7119445055723173 51.667417213320732 6.1551593244075775 9.8725249469280225 5.0445428639650336 164.75677970796824 29.509400963783264 14.532823905348776
leaf_count=268 36 93 113 17 341 70 115 132 144 54 17 924 20 63 30 33 17 347 10 39 219 103 23 144 45 42 38 385 117 35
internal_value=0.000144965 0.00125757 0.00217948 -0.00144491 -0.00295269 -0.00109467 0.000319743 0.00107549 -0.00377982 0.00412388 -0.00372317 -0.00747856 -0.00537364 -0.00205724 0.00196825 0.00181297 -0.00219002 -0.00588342 -0.00238038 0.00222382 0.000636966 0.00436438 0.00472535 0.00242445 -0.00309567 0.00197796 -0.00184757 0.00531787 0.00384063 0.00120618
internal_weight=820.863 716.321 587.645 205.182 128.675 88.2055 146.813 132.497 25.343 382.463 63.0135 104.542 48.542 21.2214 12.883 14.4716 14.0337 58.3696 19.0822 107.154 60.0235 368.43 320.022 65.5345 13.8671 48.4078 14.9171 254.487 89.7305 44.0422
internal_count=4034 3074 2232 1136 842 501 666 551 161 1096 431 960 381 113 50 50 71 470 123 390 258 1025 852 212 68 173 80 640 255 152
is_linear=0
shrinkage=0.00680823


Tree=24
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 0 1 0 2 1 1 2 1 1 0 0 1 0 0 1 0 0 2 1 2 1 2 1 0
split_gain=106.736 40.8996 52.6901 27.093 20.5342 18.7893 18.6528 14.6336 11.6718 9.8755 8.91552 14.9784 13.5763 7.06388 10.3844 6.98831 11.0992 6.26392 8.72527 11.4355 6.05675 5.77786 8.05518 6.50581 6.20708 5.50702 8.63193 5.28246 5.25865 8.27203
threshold=0.57619532350000013 43.525909308350002 0.42018203045000008 0.39091643965000006 0.47883296910000012 41.942745071500006 0.53544804050000006 0.3782970569500001 0.48386275860000011 47.927946529500012 0.40509266190000009 0.41615520495000008 38.244973486750006 0.3975479776000001 0.39382054430000007 0.53158588065000012 0.54386096225000014 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.39591628995000006 0.54646567465000018 0.56643513670000012 41.243661560350013 0.44922307715000004 41.827117825850003 0.46280051495000007 48.96897326980001 0.34674111555000003 0.47515044460000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 28 13 8 9 -3 -8 -12 -13 14 -5 -9 -17 -6 19 -19 -16 -14 25 -24 -25 26 -23 -11 -4 -30
right_child=-2 7 3 6 17 -7 10 15 -10 27 11 12 21 -15 20 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.011615842260326678 -0.010544869199784451 -0.0072273372387592176 0.0039614247335798738 -0.01217174960325372 0.0064755924610015378 -0.0063432286746291765 0.0078538197730173304 -0.012518145911393774 0.0070378030313203565 0.0078895828638262354 -0.01457292180045169 -0.0069338011592930578 0.006188469914913077 -0.012710837891807955 0.0072304086673492347 0.002241609226994051 -0.010516283488290321 0.003881735508642385 0.0048609459071007116 -0.014454744176401033 -0.006769332240796227 -0.0075196589512407687 0.0080950002545022402 -0.0083840862851565189 0.0073072186437345629 0.0033463705652884224 0.0083383588780633847 -0.003286457554432329 -0.012266302611291493 0.0085010213517081757
leaf_weight=24.170199133455753 78.467664048075676 25.046747036278248 68.731982782483101 7.764863237738612 223.36509075015783 26.549833573400974 16.999803140759468 20.520095556974411 13.178927920758722 8.2717967033386213 5.9855156242847434 16.474550403654575 28.989608719944954 12.193056479096411 7.8943508565425855 11.326542124152185 14.680843368172644 7.3669037669897062 49.503307163715363 5.6229086741805077 4.5775605514645576 19.341518938541416 18.816364929080013 5.5329860746860486 4.1264924556016922 11.36422725021839 3.8607111126184455 7.616505727171897 4.8016286790370932 2.8751392066478729
leaf_count=291 920 212 220 82 615 201 43 224 39 20 39 119 80 117 27 53 145 22 141 43 37 110 52 31 11 39 10 35 49 7
internal_value=0.000146287 0.00138444 0.00237809 0.00299002 0.00438196 0.000674138 -0.000311641 -0.00431147 -0.000887772 -0.00343939 0.00131049 0.000338937 0.00116152 -0.00688883 -0.00338095 -0.00829342 -0.00496006 0.00571742 0.00300756 -0.00405559 0.00209209 0.00261065 0.000965414 0.00477888 -0.00168082 -0.00217612 -0.00488098 0.00253203 0.00311247 -0.00448843
internal_weight=756.018 677.55 576.909 552.738 388.817 102.959 163.922 100.641 54.114 40.935 131.492 114.492 108.506 32.4298 20.2368 46.5275 26.0074 285.858 62.4931 12.9898 12.4719 92.0319 63.0423 28.4758 9.65948 34.5665 23.2022 15.8883 76.4088 7.67677
internal_count=4034 3114 2386 2095 1298 477 797 728 306 267 534 491 452 263 146 422 198 821 206 65 64 333 253 94 42 159 120 55 276 56
is_linear=0
shrinkage=0.00968298


Tree=25
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 2 2 2 0 2 1 2 2 2 2 2 2 1 1 0 0 1 2 2 0 1 2 1 2
split_gain=95.3863 35.814 39.3926 26.3983 17.5569 13.1549 11.864 9.71639 9.34179 8.67013 8.01748 7.95948 7.23197 7.60404 10.8969 7.20614 12.685 6.87632 6.45716 8.34804 9.77021 6.03856 14.1277 6.1275 6.14348 6.02211 6.81836 23.0447 6.3647 9.65888
threshold=0.45368402140000008 0.43780126340000008 44.421469061800003 0.39091643965000006 0.53544804050000006 0.47883296910000012 48.226196960950006 41.942745071500006 37.198331469900005 0.56395018115000017 35.509685375550013 0.40955360615000008 43.426640904350009 42.719328117250008 42.434124620650003 47.709122305950011 50.448116877400004 48.96897326980001 0.37078231190000005 0.37977904855000005 0.5054040298000001 0.54499865270000014 0.43590012275000006 42.094663496250007 39.952536079750011 0.50278434775000014 0.35862698720000002 38.244973486750006 0.34575312120000007 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 7 -1 -3 10 -2 11 -6 13 14 -9 -4 -17 -8 25 20 -20 -10 23 24 -23 26 28 -28 29 -7
right_child=9 2 15 4 8 18 17 12 21 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.012802549521506727 0.00047781200506850891 0.0046498968414042195 -0.01482300580195841 -0.0097129751475749024 0.016518480401826831 0.011256948642894312 0.012525420048319981 -0.019186602788388064 0.0075844815317893024 -0.015775350939444079 -0.023276495612955268 -0.011300176671514076 0.007464394706130196 -0.019407533661683643 0.0097051569720599824 0.004584561475482616 -0.01819048151891503 -0.0079425848602766649 0.0081668851623898347 0.0069494024107849715 -0.014541391866124834 -0.014946116783950724 0.0056863549251977251 -0.024456296085399086 0.0011487827296187147 0.015465944091881383 0.009633203846082513 -0.024593564145457384 0.011674853217559625 0.0012824452250226786
leaf_weight=42.615297421813011 7.6419824063777915 66.696478486061096 25.40821323543787 35.533791184425354 3.4802674949169141 40.069703124463558 7.2254673391580564 4.6080999076366478 42.958573885262012 77.441489420831203 5.3420253694057456 5.8328070268034935 6.8048701807856551 9.5451771616935712 6.9227006211876869 14.556782543659212 8.0481119751930219 6.7077065110206604 6.8633393049240139 45.755906015634537 9.6763701513409597 8.0376829355955177 43.330307722091675 4.0250864475965491 13.413591913878916 27.185988083481789 15.335883162915708 5.7252975702285758 94.272339500486851 42.287959113717079
leaf_count=449 36 237 254 307 8 103 17 43 125 924 46 54 33 89 35 76 91 33 19 132 61 65 173 30 57 61 41 35 248 152
internal_value=0.000176649 0.00207872 0.0031365 0.0042527 -0.000672147 0.00634202 -0.00898979 0.00163305 0.00186902 -0.0143155 -0.00905942 -0.00090443 -0.00558383 -0.00979676 -0.00184097 -0.00950342 -0.00352413 0.00267172 0.00789286 0.00374537 -0.00511834 0.003302 0.000628282 -0.00797451 -0.00488189 0.0090418 0.00815837 0.000328957 0.00909195 0.00613537
internal_weight=733.349 648.266 591.717 543.704 161.954 381.75 56.5485 94.5773 126.42 85.0835 14.6551 9.31307 27.8808 21.076 11.5308 48.0131 22.6049 13.9332 287.173 62.2956 16.5397 111.765 68.8067 25.4764 21.4513 224.877 197.691 21.0612 176.63 82.3577
internal_count=4034 3074 2575 2154 865 1289 499 437 558 960 108 62 200 167 78 421 167 50 852 212 80 450 325 152 122 640 579 76 503 255
is_linear=0
shrinkage=0.0145577


Tree=26
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 2 2 2 0 0 2 0 0 0 2 2 1 2 0 1 1 0 1 2 2 0 1 0 0
split_gain=83.8524 30.695 38.1392 20.9501 13.0372 17.5019 14.624 12.0387 12.4157 11.8099 9.44743 11.3549 11.525 13.2569 7.77194 7.53123 7.13769 7.13377 6.60308 10.5761 8.86094 8.40241 18.4458 12.0816 6.61076 6.45312 6.44922 6.42049 8.41567 5.96016
threshold=0.57944372925000021 42.779078631750004 0.42018203045000008 0.38906020780000011 0.39193437325000008 0.47769527860000011 47.927946529500012 42.67709657435001 42.141702038450013 0.49094338495000006 0.5216909673500002 38.625745710700009 0.52432561900000019 0.53544804050000006 0.51857728810000003 33.151194885250007 43.018222997350009 0.36491422415000008 38.400997490450003 0.47700667645000011 0.32388251845000005 0.35471991855000007 0.50278434775000014 0.34608245260000009 39.664548207900005 43.89540535710001 0.48637765340000011 0.39814676205000005 0.55832160710000012 0.48351845755000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -3 8 15 -10 14 -12 -13 -14 -5 -4 -7 -18 -17 20 -20 23 -23 26 -22 27 29 -6 -29 -21
right_child=-2 4 3 10 25 16 -8 -9 9 -11 11 12 13 -15 -16 18 17 -19 19 21 24 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.014411644044843127 -0.013266988747977063 -0.011742550249746606 -0.0082109614610079793 -0.0020318370346846478 -0.016996571614198333 -0.0068906156929030285 0.0031278174980746126 0.013132775035442861 -0.010109086484437025 0.0093748718735242147 -0.0048505382843121985 0.01311652495706794 -0.0090465415856050713 0.0030490677598692811 -0.030518160197765411 0.0091332014636517217 0.0086019218337908456 -0.0016491355993063402 0.0079407270338446717 0.0046026607753285789 0.0023006260723275112 -0.018184148474440567 0.0050920249990751894 0.012810103555793104 -0.014926869448341169 -0.012522036265661668 0.013606178111331141 0.0072531576556363634 -0.012835748199851546 -0.0060424946665160852
leaf_weight=18.600559398531914 64.863753825426102 29.867788068950176 5.9406185001134864 3.1634354665875426 4.0069207251071957 8.4485619440674764 15.288049727678297 29.128651097416878 15.372495427727701 6.8881771937012664 41.816393993794918 14.124190568923948 16.281029544770718 92.975226528942585 2.7267325446009636 68.898007407784462 33.490228995680809 15.042276367545126 7.1277502626180675 69.391692295670509 5.2739162668585768 6.7284573465585735 23.004945695400238 39.511814653873444 9.6153175160288793 28.482150189578533 10.690999627113341 9.7566236034035665 4.7364715784788123 9.0963442474603635
leaf_count=255 879 316 32 23 45 40 54 78 101 19 276 33 144 343 20 192 95 75 20 215 20 40 81 94 81 333 24 33 32 41
internal_value=0.0001351 0.00148187 0.00295987 0.00363619 -0.00343776 -0.000958008 -0.00670801 0.00557026 0.00477656 -0.00408012 0.000169426 0.000718107 0.00260545 0.00124662 -0.015219 0.00554887 0.0035987 0.00542469 0.0058767 0.00463327 -0.00339709 0.00574929 -0.000175207 0.00711811 -0.00882472 -0.00882863 0.00459621 -0.00314236 0.000687926 0.00336894
internal_weight=710.34 645.476 496.357 477.756 149.119 102.137 45.1558 306.669 277.541 22.2607 171.087 165.197 123.38 109.256 5.89017 255.28 56.9811 48.5325 249.339 180.441 22.017 158.424 29.7334 128.691 14.8892 46.9822 89.179 18.5 14.4931 78.488
internal_count=4034 3155 2132 1877 1023 580 370 1038 960 120 839 796 520 487 43 840 210 170 808 616 121 495 121 374 101 443 280 110 65 256
is_linear=0
shrinkage=0.0123654


Tree=27
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 2 2 1 1 1 1 2 0 2 2 2 1 0 0 0 0 2 1 0 2 2 0 1 0
split_gain=98.4579 36.9927 42.4293 23.7863 18.6066 15.7143 14.454 12.4724 11.7781 8.9164 12.6351 8.81724 8.1468 7.97159 10.5069 9.18419 8.63019 7.381 12.886 6.75823 6.43696 13.9607 6.26341 6.02874 5.99776 5.84733 5.77279 6.37337 7.55794 5.91311
threshold=0.5718990449500001 0.43780126340000008 0.39091643965000006 0.53475943835000017 0.47883296910000012 41.942745071500006 43.89540535710001 48.226196960950006 0.37078231190000005 0.39587138110000003 0.39476362980000007 0.36042334060000009 48.96897326980001 0.57152480465000022 41.827117825850003 42.094663496250007 41.178189531300006 0.37977904855000005 0.50889194935000015 0.50339810185000011 0.44284602260000011 0.47396784530000008 39.110279783550006 0.36533337325000009 0.52366695610000014 38.969453495950006 40.750688432250008 0.54228915300000013 0.46280051495000007 0.56719858685000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 9 5 20 13 -1 19 10 -4 -7 -9 14 16 -16 26 18 -10 23 -3 22 -22 -6 -19 -23 27 -5 29 -29
right_child=-2 2 3 6 8 11 -8 12 17 -11 -12 -13 -14 -15 15 -17 -18 24 -20 -21 21 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.010009725555317036 -0.011273539628544766 0.013628684697768796 -0.0076861674014255116 0.0040979904552774912 0.006942766372100625 -0.0071152888034796084 -0.010144613382182898 0.01024140159721452 0.005698328696084492 -0.012039751733653967 0.014233961449392242 0.01109953538724669 -0.0068100632290894912 0.013310167713692016 0.014259442601601176 0.0022687291773644722 -0.012390402782815944 0.0061247013061708081 -0.011750744190359265 0.012620476089528649 -0.0018691137799049724 0.013311442249498456 -0.017047332413324026 -0.002046807609374467 -0.0041154044165189118 0.0035957175505477936 0.0076930347119484764 -0.0073831900006529417 0.0074867354792787525 0.0048614342685248954
leaf_weight=42.818500950932503 83.712290562689304 7.3557593524456015 12.940865859389307 19.142570436000824 194.42010343074799 34.080235682427883 14.539617925882338 7.4381958693265897 10.071051597595217 32.331483513116837 4.4564030617475501 3.7152970209717742 6.7261148989200592 7.008187696337699 11.464721098542212 27.054077744483948 7.9410006254911414 41.214111864566803 11.345326811075209 25.665928080677986 12.243129268288614 10.218866147100924 4.7595666050910941 9.882187716662882 8.739199221134184 33.108606353402138 10.373505279421805 32.776627585291862 6.5856382697820655 5.8605578690767279
leaf_count=449 977 15 112 64 556 276 142 17 30 343 10 11 33 14 21 98 43 117 71 55 58 20 40 39 40 104 29 205 21 24
internal_value=0.000193413 0.00165609 0.00247806 -0.00186517 0.00453293 0.00047451 0.000464442 -0.00698858 0.00595356 -0.00855232 -0.00207121 -0.00532477 0.00214428 0.00166759 0.000994368 0.00583764 -0.00126201 0.00196906 -0.00354532 0.00719014 0.00371281 0.00250381 -0.00611795 0.00650794 0.00433322 0.00588719 -7.96187e-05 -0.00133231 -0.00363092 -0.0055259
internal_weight=739.99 656.277 599.295 192.475 406.819 105.481 142.747 56.9828 301.338 49.7288 17.3973 37.7955 14.1643 128.207 121.199 38.5188 82.6799 71.3697 21.4164 229.968 67.6859 60.3302 17.0027 204.302 49.9533 43.3275 74.7389 64.3654 45.2228 38.6372
internal_count=4034 3057 2558 1126 1432 524 661 499 908 465 122 287 50 519 505 119 386 258 101 650 237 222 98 595 157 124 343 314 250 229
is_linear=0
shrinkage=0.0112276


Tree=28
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 1 0 2 2 0 1 2 1 2 0 0 0 1 0 0 1 1 2 1 2 2 2 2
split_gain=116.859 44.8888 57.4865 29.2606 23.5382 23.0947 22.682 14.6363 12.4541 9.78807 8.6606 8.68765 9.11421 11.8632 7.56857 7.73219 7.16735 9.73568 6.99545 6.658 10.3966 11.0696 6.54963 9.87043 5.59544 5.52565 5.4966 8.54097 8.62365 7.65784
threshold=0.5718990449500001 43.525909308350002 0.42018203045000008 0.39091643965000006 0.47883296910000012 0.53544804050000006 41.942745071500006 0.3782970569500001 0.48386275860000011 47.927946529500012 40.750688432250008 0.54228915300000013 0.44805544745000009 39.458743938000005 0.34674111555000003 38.064633603500006 0.53158588065000012 0.54386096225000014 0.46989611090000011 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.3975479776000001 0.39382054430000007 48.96897326980001 0.39591628995000006 40.890797847750008 41.827117825850003 41.178189531300006 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 22 14 8 9 -3 11 -7 -13 -14 15 -4 -9 -18 -16 -6 21 -21 23 -5 -11 -25 -12 28 -28 -29
right_child=-2 7 3 5 19 10 -8 16 -10 24 26 12 13 -15 18 -17 17 -19 -20 20 -22 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.01231776306718773 -0.010591229248123541 -0.0076801265523801293 0.0098750223548461739 -0.01297030602975965 0.0072612245899862414 0.0052504041039089519 -0.0072042805689016345 -0.013217561127568922 0.0075448412453224161 0.0083128917291192088 0.011663087084838627 -0.006648099675069236 0.0077017740026416809 -0.009691296515273411 -0.013394635273294148 0.0024912334496613262 0.0017685942620320545 -0.01091554963702983 0.0058955414652036983 0.0036860145072953911 0.0056233639169301665 -0.015330499883472201 -0.013526537283713327 0.0065713997551656717 -0.003781955878716194 -0.0073505686246206911 0.0055884653294780359 0.012851346187549474 -0.010491904118012929 0.0025773139845167749
leaf_weight=24.906014077365398 90.40941995382309 25.368512868881226 20.98725987225771 8.1520015224814433 230.18897315859795 18.396630525588989 27.032747134566307 20.721453905105591 13.432610459625719 8.2834752947092039 9.7891828417777997 28.515604019165039 13.418467022478582 5.8449928164482108 4.8845964893698675 49.346689887344837 11.539446488022806 13.791772589087484 3.2508981227874756 7.2700551152229291 50.193378835916519 5.6466327682137489 12.613622322678564 7.9703419059514982 7.6288610994815818 4.7086177319288254 6.1995072215795499 11.413723036646841 7.8433709740638733 22.149722665548325
leaf_count=291 977 212 49 82 615 55 201 224 39 20 20 177 43 33 46 171 53 134 10 22 141 43 117 27 35 37 19 21 42 78
internal_value=0.000293691 0.00173773 0.00282708 0.00350571 0.00497268 -0.000220215 0.000845202 -0.00454024 -0.000977435 -0.00375055 0.0018128 -0.000699417 -0.00299031 0.0024243 0.00361825 0.00469452 -0.00877307 -0.00513738 -0.00568639 0.00645737 0.00352539 -0.00462721 -0.00773181 -0.00422298 0.00251425 0.00140116 0.00470933 0.00327945 -0.00339291 0.00607114
internal_weight=771.899 681.489 580.723 555.817 398.801 157.016 105.502 100.766 54.7135 41.2808 123.571 66.1757 47.7791 19.2635 78.4694 70.3339 46.0527 25.3312 8.13549 293.299 63.1101 12.9167 33.4446 20.831 15.9123 12.679 57.3955 47.6063 14.0429 33.5634
internal_count=4034 3057 2340 2049 1298 751 477 717 306 267 488 308 253 76 276 220 411 187 56 821 206 65 263 146 55 64 180 160 61 99
is_linear=0
shrinkage=0.0101895


Tree=29
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 2 1 1 1 0 0 0 0 2 2 2 1 2 0 0 1 0 2 2 1 1 1 2
split_gain=82.0636 29.4753 34.1771 19.29 17.2896 14.2798 9.84964 9.12372 8.5607 13.8413 7.99526 7.60861 7.24306 6.56845 7.25506 6.4555 12.5642 13.4295 7.43079 6.3202 6.04184 8.1143 9.95908 5.48217 5.35739 8.39825 6.11167 5.2328 6.30312 7.55801
threshold=0.57619532350000013 0.42569084760000003 0.39091643965000006 0.52770875125000016 0.47736594710000008 0.34452561300000012 42.599563320500003 44.952171034750002 0.33750486510000005 0.32388251845000005 0.37078231190000005 0.50339810185000011 0.47700667645000011 0.55769288345000012 0.55481871800000016 41.827117825850003 41.218101594450012 40.80591513400001 0.3975479776000001 40.720231579350006 0.53544804050000006 0.54228915300000013 0.43401395170000007 0.51191581090000016 39.458743938000005 39.110279783550006 0.45206730335000006 0.36533337325000009 0.34584293880000011 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 8 15 -1 9 -3 11 27 -7 14 -8 16 17 18 -5 23 -20 -22 -23 -12 25 -24 -26 28 -6 -30
right_child=-2 2 3 6 10 12 13 -9 -10 -11 19 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.016154679847829825 -0.016349466729137948 0.009247127527607554 -0.015106308014794945 0.012629391465965548 0.0054329648040058855 -0.012752981966698832 -0.0062990072960893975 -0.00099653109441998717 0.012080075850625068 -0.019043160092199456 -0.0072179838359638293 0.016964383493042561 0.0020441991174611294 -0.0164604473741586 0.017926406029951526 0.0087032537437381121 -0.017932780306481304 0.014062516470954392 -0.020300235564757459 -0.005451681057278006 0.0078165765535754567 -0.013831226755843569 -0.0013199941714235957 0.0074785677308458988 0.0037024592811680146 0.02138809919086156 -0.020624199365313602 -0.0037334597483472988 0.012282344856348942 -0.0007772383840074313
leaf_weight=27.45951085537672 67.630061574280262 10.288014002144338 26.44416069984436 8.552040867507456 111.68068587034941 26.111390806734562 21.272488646209244 15.632731847465037 22.08570758253336 7.5025444477796546 7.4716928601264945 23.90265217423439 12.165084399282931 13.580679602921007 3.6306412220001212 25.294964343309402 9.1597403660416585 17.423894673585892 4.7279837802052489 18.790016286075115 16.568250402808189 19.365182213485241 13.020718842744833 43.087631329894066 5.2274390608072263 5.9541561752557746 5.1367988139390945 9.825141102075575 96.802581369876862 12.559682883322237
leaf_count=354 920 33 296 32 368 245 155 81 62 62 39 55 53 133 13 83 53 47 47 94 50 138 72 125 20 11 33 40 270 50
internal_value=0.000244114 0.00199561 0.00290783 -0.00252741 0.00554739 -0.0011397 -0.000558145 -0.0106557 0.00549348 -0.00268331 0.0071598 0.00845768 -0.00805012 -0.00759944 -0.00276717 0.00151939 -0.000208989 0.00148252 -0.00130787 0.00239175 -0.0030106 -0.00175823 -0.0050154 0.0053067 0.000803461 0.00580561 -0.0083545 0.00757695 0.00807969 0.0107825
internal_weight=708.354 640.724 597.632 195.359 402.273 78.1527 168.915 43.0922 39.8763 17.7906 324.12 254.771 38.2765 38.4838 24.9031 130.431 105.136 95.9765 78.5526 69.3493 70.0005 65.2725 48.7043 50.5593 29.3391 18.9749 10.3642 230.868 221.043 109.362
internal_count=4034 3114 2679 1183 1496 455 887 435 157 95 1041 783 298 301 168 586 503 450 403 258 371 324 274 164 136 83 53 728 688 320
is_linear=0
shrinkage=0.0158389


Tree=30
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 1 2 2 2 0 2 0 0 2 0 2 1 1 1 2 1 1 0 1 1 1 1 2 2
split_gain=72.2608 25.4621 35.9018 17.2019 14.377 13.2759 11.1901 9.18224 11.2219 10.0154 8.09602 9.37603 7.09892 13.5373 6.58088 6.107 5.70776 5.6662 14.4187 6.20757 5.63514 4.93755 10.5629 4.54977 8.35464 6.34747 9.06569 5.56466 4.1494 4.04771
threshold=0.57944372925000021 43.525909308350002 0.42018203045000008 0.38906020780000011 0.47883296910000012 42.719328117250008 0.40301188585000008 47.709122305950011 49.122847560300009 45.295823381400005 0.5216909673500002 38.244973486750006 0.52432561900000019 0.53544804050000006 43.384297312450009 0.51857728810000003 38.400997490450003 0.35862698720000002 0.34674111555000003 0.39814676205000005 37.828051409500013 0.39542229275000007 0.39382054430000007 0.54499865270000014 0.43590012275000006 0.45280081435000008 0.46280051495000007 0.41911918805000009 37.038444968100009 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 16 7 9 -9 17 15 20 -13 21 -7 -5 -4 18 -3 -19 28 22 -14 -15 27 29 -27 -25 -12 -26
right_child=-2 6 3 10 -6 14 -8 8 -10 -11 11 12 13 23 -16 -17 -18 19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.014668530791687028 -0.013373348377868088 -0.0049643791463074086 0.007473776640630786 -0.0025417249584421746 0.0065301617176520875 -0.016525444049559218 -0.013871041829596873 0.0095955833891121067 -0.0071309566576099439 -0.016416696185469412 -0.0068007235548820429 0.010507372920128339 -0.013282485065984208 0.006444623633055536 0.007462583159945569 -0.027994559694766403 0.00026681100364597126 -0.01519740937343138 0.018780126734989161 0.0050589587684131115 -0.018454031880394857 -0.016340163926814765 0.0129018835952054 -0.021038655002838056 0.010486088236784381 -0.01572179745466528 0.0058627444607668782 -0.0030784167341972582 0.003271962911322607 0.0018811924368425333
leaf_weight=19.245442420244217 59.046769514679909 15.771573297679426 26.013681299984455 3.317620836198329 241.37375842034817 9.7278610542416555 17.953542865812778 17.232067376375202 10.659645788371561 11.59159169346094 20.061128757894043 14.307994395494459 6.5641310587525386 36.335059702396393 2.3269618377089492 2.9013227187097073 58.887557968497276 8.8896920233964902 5.7226562947034827 3.4472192823886862 4.7432662025094023 8.3608074486255628 4.1155839264392853 3.425727196037772 19.085413955152035 5.9060983881354314 6.9600971043109894 16.355847172439098 10.093567766249178 16.944675497710705
leaf_count=291 879 126 90 25 752 101 233 51 69 125 143 39 70 104 11 21 275 106 12 13 46 89 13 25 53 41 25 84 56 66
internal_value=0.000179325 0.00145294 0.00251631 0.00315502 0.00485606 0.000688355 -0.00480428 -0.00258397 0.00320304 -0.00613747 -5.15714e-05 0.000464031 0.00196106 0.000975347 -0.011895 -0.0144162 0.00247502 -0.00261548 0.00135739 -0.00953731 -0.00547129 -0.00896541 -0.00319196 0.00277777 0.000837759 0.00368041 -0.00404542 -0.00618873 -0.00342913 0.00643927
internal_weight=687.368 628.322 537.054 517.808 338.33 96.9561 91.268 73.3144 27.8917 45.4227 179.478 173.259 138.361 124.053 12.0548 6.21894 84.9012 33.8311 21.4942 12.3369 34.898 19.0405 10.6797 105.013 68.6779 48.8963 12.8662 19.7816 30.1547 36.0301
internal_count=4034 3155 2420 2129 1229 477 735 502 120 382 900 854 609 570 112 46 365 257 138 119 245 172 83 398 294 185 66 109 199 119
is_linear=0
shrinkage=0.0128137


Tree=31
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 2 1 0 0 1 0 0 2 2 2 2 1 0 0 1 2 1 2 2 0 0 0 1 1
split_gain=91.872 35.3333 38.5425 22.6907 20.2515 13.7372 11.2242 9.25234 8.39017 7.30882 11.6644 10.2016 11.8032 8.96079 7.44977 16.5171 7.73895 10.5989 7.8813 7.27769 7.28738 24.8785 7.10791 12.303 7.58795 8.01175 13.7153 6.95416 9.74897 7.91244
threshold=0.45368402140000008 0.43780126340000008 0.37078231190000005 0.47883296910000012 43.525909308350002 41.942745071500006 48.226196960950006 0.36042334060000009 0.56395018115000017 0.51191581090000016 0.37473428940000003 0.52366695610000014 0.53544804050000006 40.636252116050009 41.243661560350013 41.827117825850003 42.094663496250007 0.44805544745000009 0.54562737640000014 0.50278434775000014 0.35862698720000002 38.625745710700009 0.34575312120000007 41.289992964000007 43.018222997350009 0.48244064550000004 0.48637765340000011 0.54228915300000013 0.45107930900000009 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 9 -3 -1 -7 -2 10 -4 -11 -13 27 -15 -16 -17 18 -18 20 22 -22 23 -5 25 -25 -27 -14 29 -29
right_child=8 2 4 19 -6 7 -8 -9 -10 11 -12 12 13 14 15 16 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.01094988342815211 0.00037582472730006091 0.0040659763107650125 0.00037990268595797564 0.0099117945462725929 -0.0086322843076176853 -0.007382936226017124 0.00202172556444778 0.014112550581421636 -0.013383766876128288 0.0067082473473848081 -0.022576668617113785 -0.0067974602733845684 0.0050225833158588171 0.011024100048960941 -0.016279182248668676 0.01361270552224202 0.0059544772355123211 0.014305274190799024 -0.011421894683841817 0.013499535797850123 0.0080134754015763685 -0.021976572607647096 0.010020795627786377 0.0015887278738581905 0.0079288615600742289 -0.024837595885674489 0.0042667891907653601 0.0091054334970504681 0.0081764343269960221 -0.009340239462648706
leaf_weight=41.541008971631527 7.5880187153816214 66.388893403112888 9.791326239705084 40.819418899714947 43.892320699989796 33.78093933314085 13.832955300807951 3.4315570667386046 75.384923353791237 42.699969351291656 5.3108103573322287 32.982400551438332 16.650494605302811 20.75197321921587 6.5660286247730246 11.594383448362349 6.9622913151979509 6.7850896865129462 9.7433218657970411 29.336405076086521 16.312208041548732 5.8450881838798514 94.856869712471962 18.347584545612339 13.752921544015406 5.7911567240953428 4.4577980190515518 4.0866615176200858 7.7941827774047843 31.529366381466389
leaf_count=449 36 236 42 103 402 276 50 9 924 127 44 250 52 56 38 25 20 15 59 64 44 36 249 64 37 39 14 12 26 236
internal_value=0.000229167 0.0018169 0.00271059 0.0055108 -0.000917027 0.000665639 -0.00770945 -0.00540073 -0.0121254 0.000670984 -0.00769299 0.00130846 -0.00017482 0.00160881 0.00491875 0.00187687 0.00527469 0.00115927 -0.00418006 0.00769783 0.0068476 0.00010211 0.00768715 0.00502556 0.000315858 -0.00334546 -0.0121786 -0.00183021 -0.00445868 -0.00722374
internal_weight=728.608 645.635 590.261 333.121 257.141 103.601 55.374 37.2125 82.9729 213.248 15.1021 198.146 155.446 122.464 62.4031 41.6511 35.0851 23.4907 16.7056 229.519 200.183 22.1573 178.026 83.1689 42.3495 28.5965 10.249 60.0607 43.4102 35.616
internal_count=4034 3074 2575 1171 1404 521 499 285 960 1002 86 916 789 539 213 157 119 94 79 650 586 80 506 257 154 117 53 326 274 248
is_linear=0
shrinkage=0.0124726


Tree=32
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 0 2 2 2 0 1 2 1 1 1 2 1 0 0 0 1 2 1 1 2 2 0 2
split_gain=67.6325 24.616 34.0096 17.331 12.3688 11.8797 11.0489 10.4329 9.55381 9.7052 8.70359 8.40455 9.3298 7.97119 7.20412 6.18384 8.76891 5.43895 5.0737 7.84938 9.31193 5.45829 4.99356 20.767 5.04614 9.85344 6.03417 14.6667 7.13085 5.51132
threshold=0.4662734648500001 43.832725745850006 0.42018203045000008 0.39091643965000006 0.40301188585000008 0.47883296910000012 41.942745071500006 0.53475943835000017 47.709122305950011 49.122847560300009 40.563919884450009 0.57537199485000012 0.46280051495000007 45.295823381400005 0.45368402140000008 0.3975479776000001 0.39382054430000007 42.599563320500003 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.50339810185000011 0.35862698720000002 38.625745710700009 0.34575312120000007 0.34545372890000009 41.50623664750001 42.824128352900011 0.48200652675000005 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 -4 15 13 -10 11 12 14 -3 -9 16 -5 -12 21 20 -20 22 24 -24 25 26 -7 28 -28 -26
right_child=-2 4 3 7 -6 18 -8 10 9 -11 17 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.018473378304518284 -0.018034468106501788 -0.0038185824827681493 0.0041235318980747636 -0.019454040283727065 -0.018883969934965331 0.013576990690425875 -0.0082231915816965064 -0.0009780479497944407 0.011384088971942607 -0.0084446128755473211 0.0076201869797593007 -0.01883317736062488 0.022240261731821635 -0.020439427571186185 -0.022867691573030795 -0.019926723821805138 0.0040943940244588962 -0.0034501574978108361 0.0041277915285399839 0.0063830468916056884 -0.023933566544549648 0.016954043176003002 0.0095843372255098504 -0.02684802373861371 0.012924702539664646 -0.0042504868837359129 -0.00056841142068140833 0.015960098889963047 -0.026703726335735679 -0.0014654623717238241
leaf_weight=18.982879742980003 49.7026382163167 24.873236924409866 72.607065871357918 6.3939273953437867 17.32097427546978 34.11652410030365 26.038621693849564 51.508026793599129 17.072776496410373 10.566876053810118 54.449502602219582 7.8014215603470793 4.2815418913960448 11.006029419600962 4.3081520050764075 10.004284858703612 12.083896711468695 14.959513477981089 7.2345691621303541 47.160062670707703 5.5074393451213837 19.220912918448448 16.851891197264198 5.4833016768097869 76.398776531219482 19.213183477520943 8.101190924644472 11.706135675311087 4.187353089451789 7.7516991198062888
leaf_count=301 757 205 276 80 252 88 215 261 51 69 188 114 10 125 36 117 69 76 23 143 43 47 48 34 217 79 30 26 25 29
internal_value=0.000224611 0.00167158 0.00291076 0.00368049 -0.00670339 0.0056766 0.000864478 -0.000672893 -0.00338187 0.00380341 0.00118496 -0.00295435 -0.000893082 -0.00891706 -0.00266759 -0.00962935 -0.00405413 0.00523423 0.00748198 0.00332334 -0.00800108 0.00870894 0.00784676 0.000640173 0.00884357 0.00584476 0.00918253 0.00293433 -0.00947409 0.0115991
internal_weight=676.894 627.192 546.352 527.369 80.8399 361.579 98.6457 165.79 63.5189 27.6397 137.308 67.8991 60.0977 35.8793 55.8162 28.4821 18.4778 69.409 262.933 59.9021 12.742 203.031 183.81 22.3352 161.475 77.3244 58.1112 23.9947 12.2885 84.1505
internal_count=4034 3277 2575 2274 702 1323 491 951 450 120 685 421 307 330 297 266 149 264 832 209 66 623 576 82 494 248 169 81 55 246
is_linear=0
shrinkage=0.0162611


Tree=33
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 1 2 0 0 1 0 1 0 2 2 0 2 2 0 2 0 0 0 0 0 1 1 1 2 1
split_gain=59.6383 21.0202 25.9717 15.3312 17.428 13.8431 13.363 10.6857 7.98809 8.90307 7.47415 11.5397 13.3234 11.1779 6.85181 7.1336 7.26305 5.77917 5.74608 5.9987 5.74519 8.32189 5.25257 5.10594 7.85724 7.44678 5.30597 8.52965 5.06691 5.03499
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 0.35471991855000007 0.48597347385000006 0.34584293880000011 41.919251152600005 0.55769288345000012 0.50706565670000014 0.37668033890000002 0.47769527860000011 0.37078231190000005 0.54228915300000013 47.927946529500012 38.748048509250005 0.56859076075000015 35.050303764500008 43.018222997350009 0.48637765340000011 38.400997490450003 0.52432561900000019 0.56643513670000012 0.54386096225000014 0.54646567465000018 0.53544804050000006 0.42209814075000007 0.39542229275000007 0.39382054430000007 41.741384785950011 0.34311846950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 18 10 -6 -10 13 17 -13 -3 15 16 -11 -12 19 -4 -16 23 -14 24 26 -25 27 -22 29 -21
right_child=-2 7 3 4 8 -7 -8 -9 9 14 11 12 22 -15 20 -17 -18 -19 -20 28 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011976517802861505 -0.011637778179852686 -0.0093986410622939956 0.0083976391296158078 -0.014983691553801005 0.0054427819483148579 0.0086079222522435651 -0.0055922738754492374 -0.011473466428823964 -0.010980606025970771 0.0055572873051816258 -0.0029669344378431962 -0.0070475403932631032 0.015554370315968912 0.0021422329658767874 0.0070543775166412035 -0.012882406591467334 -0.003313744620397973 0.0062045265300895167 0.013092893415797197 -0.0056296186643805821 -0.007819840822567611 0.0062859668854233081 0.00041752443464277328 -0.016532993738556486 0.0043352276057416093 -0.0017854840367126316 -0.013143791711286656 0.012852615674505054 0.0092355595619559496 0.0023357433084497726
leaf_weight=14.486406695097683 45.788148492574692 27.136921256780624 22.380951441824436 7.7678479477763167 43.418499566614628 69.673467896878719 18.934123300015926 13.889757413417099 7.5914921835064879 14.517377428710459 10.260820031166075 33.278504621237516 4.4306110292673093 14.849138103425501 23.033175654709339 6.3523497879505149 38.666683968156576 33.539416685700417 7.5904113352298728 10.549403823912142 6.1056555137038213 27.045562483370304 6.4210578575730324 4.6497946977615383 34.493669375777245 24.800240688025951 5.6116305887699118 3.6453191339969635 10.250197179615496 64.946438319981098
leaf_count=253 757 327 59 69 139 215 119 177 50 58 44 329 8 54 66 90 233 103 17 57 65 126 44 37 106 112 67 9 25 219
internal_value=0.000133225 0.00101633 0.00211821 0.00256992 0.0007812 0.00473834 0.00273609 -0.0025582 0.00129159 0.000374409 -0.00160505 0.000167379 -0.00369215 -0.005317 0.000830691 -0.00217158 -0.000892265 0.00405598 0.0040988 0.00346743 0.00221218 0.00116348 0.00659772 -0.000583422 0.00150205 -0.00411393 -0.0048593 -9.16184e-05 0.00218057 0.0012227
internal_weight=656.105 610.317 466.511 452.024 247.699 204.325 134.652 143.806 239.931 196.513 129.916 87.9304 44.1302 41.9861 188.921 59.5364 53.1841 43.8002 115.717 108.127 129.385 106.352 10.8517 79.3063 49.8563 29.45 15.3626 9.75097 85.746 75.4958
internal_count=4034 3277 2191 1938 1227 711 496 1086 1158 1019 909 528 381 381 969 381 291 147 377 360 588 522 52 396 247 149 141 74 301 276
is_linear=0
shrinkage=0.0106939


Tree=34
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 2 2 2 2 0 2 2 0 0 1 0 2 1 1 2 1 0 0 1 1 1 2 2
split_gain=52.6406 17.7258 26.2516 12.9177 11.0428 10.2014 7.88421 8.98101 7.40155 7.8976 7.31568 7.26077 8.4558 7.6793 7.49263 9.4626 5.01331 8.41968 6.2963 4.95997 5.80157 4.5867 5.13176 5.77196 4.32032 5.06767 10.2518 4.28002 7.62042 6.59416
threshold=0.4662734648500001 43.832725745850006 0.42018203045000008 0.38906020780000011 0.40301188585000008 0.47883296910000012 42.719328117250008 43.426640904350009 47.709122305950011 49.122847560300009 45.295823381400005 0.5223196910500002 38.244973486750006 39.051326806600009 0.52432561900000019 0.52688542260000015 0.34656148020000005 0.47808448850000007 38.064633603500006 0.46280051495000007 0.45280081435000008 37.828051409500013 0.40667944075000007 0.52863686715000002 0.47817430615000006 0.34311846950000008 0.32388251845000005 0.44805544745000009 42.094663496250007 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 16 -8 10 -10 -3 13 21 -5 -14 -16 18 -18 -4 20 27 22 23 -13 25 26 -20 28 29 -17
right_child=-2 4 3 11 -6 -7 7 -9 9 -11 -12 12 14 -15 15 19 17 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015556009073136883 -0.014989497837929387 -0.0026804057870869584 0.010480399070712364 0.00071408173529532114 -0.01591254410942116 0.0060047042987437307 -0.017445458518086255 0.0082656079144592526 0.0089776751933630349 -0.006612002339111165 -0.017128093420218028 -0.0090476599191202621 0.012788387445399887 -0.026099232507389762 -0.018541363402685897 -0.0042564218054842416 -0.018264559523939787 0.013873430181290237 0.0065121468898756037 0.015035664188469853 -0.01052672811308614 -0.019356574623250258 -0.0090912684153679722 0.0092430685267192083 -0.0091762894003281758 0.0051945890101805989 -0.017720827269625181 0.0087164517293257335 -0.0064161768146573147 0.0056228160821421872
leaf_weight=15.960388462990521 42.151150338351727 23.871023178100586 17.922262400388718 4.1032722257077676 14.951340507715939 227.90384361147881 8.9122107923030836 3.8176622539758673 16.689006328582767 10.362165115773676 9.6954120025038701 5.480667412281039 11.438673146069048 4.3069913350045681 4.7253441587090483 17.941127143800259 5.3783077374100676 2.2851255238056183 7.3545436561107618 5.2424835078418246 7.883999951183795 4.2844136133790007 17.061154153198004 8.9156790897250158 7.2375929430127135 35.959562987089157 6.4435427486896515 15.655629292130468 21.983494341373444 51.292489890009165
leaf_count=301 757 205 49 21 252 763 104 22 51 69 125 36 30 40 65 115 59 6 24 17 71 47 165 36 36 138 53 58 128 191
internal_value=0.000157671 0.00123062 0.00215392 0.00271527 -0.00511649 0.00439326 0.000540024 -0.00973476 -0.00245365 0.00300593 -0.00685351 -0.000292504 0.000330043 -0.0130173 0.00192382 0.000927419 0.00212389 -0.00868147 0.00322918 0.00169406 0.00108457 -0.00574166 -0.00388736 0.00227982 0.000949024 0.00242182 -0.00480436 0.00194114 0.000778289 0.00306272
internal_weight=637.211 595.059 519.49 503.53 75.5689 323.215 95.3108 12.7299 60.6176 27.0512 33.5664 180.315 171.905 8.41026 136.163 124.725 82.5809 7.66343 74.9175 119.999 114.757 35.7419 31.4575 14.3963 56.9952 49.7576 13.7981 106.873 91.2171 69.2336
internal_count=4034 3277 2575 2274 702 1254 491 126 450 120 330 1020 959 61 675 645 365 65 300 580 563 284 237 72 251 215 77 492 434 306
is_linear=0
shrinkage=0.0140261


Tree=35
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 0 2 2 2 2 0 1 0 2 0 1 1 0 1 2 1 0 2 2 1 2 2 1
split_gain=46.4711 15.1937 18.3002 13.4561 13.1546 16.0855 9.40559 11.1812 7.02708 6.47234 6.40931 8.83631 6.08345 10.5981 12.1886 6.03366 5.93551 6.28844 10.7086 5.45872 5.62058 14.455 5.0516 4.86719 6.01112 6.77275 7.28256 5.75961 12.859 8.7757
threshold=0.4662734648500001 0.42569084760000003 0.37078231190000005 43.89540535710001 0.48068920095000006 41.872294782850005 0.4778150355000001 0.47769527860000011 41.385032804600009 44.952171034750002 47.709122305950011 49.122847560300009 0.51191581090000016 0.37473428940000003 0.5054040298000001 42.753078181500008 0.58650938595000024 0.4591329601000001 0.45368402140000008 0.50339810185000011 0.35862698720000002 38.625745710700009 0.34554354660000003 0.5231430197000001 39.952536079750011 39.458743938000005 0.44805544745000009 41.218101594450012 41.827117825850003 0.39814676205000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 12 5 8 7 -7 22 -1 -5 -12 13 14 -4 -8 17 18 23 20 -6 -22 -3 -14 25 26 -25 -26 -29 -30
right_child=-2 2 3 10 19 6 15 -9 -10 -11 11 -13 16 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=-0.015837820900207383 -0.017855572945302867 0.0042978988685286653 0.016696616187180158 -0.019676195141615727 0.0085319468730486216 -0.0054436400139933824 -0.032525091339101871 0.02873129346022741 0.013064212414641566 -0.00090599630624250038 0.008594204060985846 -0.015715988491992176 0.0070940966074349949 -0.030023872296571011 -0.023002493167007962 -0.0090388633111752673 -0.01904891237950123 0.016442726945889094 -0.02317964740069137 0.016532043601811593 0.0082380293933193727 -0.021654294497431673 -0.0091287617709431557 -0.0046330703279692763 0.0078478731614368951 -0.020081279100443574 0.014390555858495311 -0.01870287463995015 -0.011443128106932593 0.0067203770924745051
leaf_weight=20.025591928511858 38.782380882650614 55.905330263078213 5.450917109847067 15.021909344941376 117.24432610720396 30.63208994269371 5.6919057294726354 3.0432137548923484 24.283125694841146 14.451156064867972 8.0176848173141497 9.3828041665256006 35.657093938440084 5.1531818695366374 3.7918424978852272 7.118378646671772 4.2016492001712313 7.698600359261035 5.251051537692546 20.071434125304222 15.462870277464392 6.7063065245747557 9.4758635498583299 43.358565434813499 38.107394531369209 6.8729442693293086 6.720556639134883 9.5415832921862584 9.7022059857845289 37.11249703168869
leaf_count=354 757 198 12 243 387 289 45 5 71 81 41 134 115 51 33 37 75 32 52 55 48 39 61 287 147 57 22 68 104 134
internal_value=0.000166682 0.00136937 0.00205984 -0.00131637 0.0049268 0.00104463 -0.00707287 -0.00235528 0.00525306 -0.00957905 -0.0115392 -0.0045145 0.000199722 -0.0104841 0.000410055 -0.0194743 0.000952833 0.00137299 0.000769756 0.00824095 0.00704728 -0.000804575 0.00235194 0.001442 0.000110986 -0.00425249 -0.00208012 0.00274172 -0.000710988 0.00295605
internal_weight=619.936 581.154 546.677 251.042 295.635 136.15 46.4856 33.6753 89.6643 34.4767 32.4224 17.4005 218.62 14.3959 9.24276 12.8103 204.224 200.022 192.324 159.485 139.414 22.1692 65.3812 187.073 151.416 56.9521 50.0791 94.4637 56.3563 46.8147
internal_count=4034 3277 2842 1607 1235 706 376 294 330 435 418 175 1189 96 45 82 1093 1018 986 529 474 87 259 934 819 366 309 453 306 238
is_linear=0
shrinkage=0.0170045


Tree=36
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 1 2 2 2 0 0 1 0 1 2 0 1 1 2 2 1 0 1 2 2 1 1 2 0
split_gain=54.898 18.8033 20.301 13.5552 13.1802 16.983 8.23131 7.48754 7.75411 6.69136 6.62706 6.22067 7.06356 6.93743 9.42828 6.43226 5.62676 7.32929 5.25264 6.86619 5.24254 4.89675 6.52764 5.52366 7.8838 5.17473 4.78258 8.57413 15.1576 5.96723
threshold=0.5718990449500001 0.43780126340000008 0.37078231190000005 43.89540535710001 0.48068920095000006 41.942745071500006 0.36042334060000009 47.709122305950011 50.205949521800008 44.952171034750002 0.56719858685000013 0.54646567465000018 0.46280051495000007 0.51191581090000016 0.37473428940000003 41.827117825850003 0.42018203045000008 0.32904703455000012 0.33750486510000005 40.750688432250008 42.310579034350006 0.34674111555000003 0.47808448850000007 0.34608245260000009 39.458743938000005 40.159267750750011 0.36945001650000003 0.35862698720000002 38.625745710700009 0.49336846205000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 10 5 18 -7 -5 -9 16 11 13 15 14 -4 -13 -1 -18 19 -3 -17 23 -23 24 -20 -26 27 29 -29 -6
right_child=-2 2 3 7 26 6 -8 8 -10 -11 -12 12 -14 -15 -16 20 17 -19 21 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.014256301450861217 -0.011319062067649417 -0.01611166119133068 0.00046921775479138019 -0.01482766382546492 0.0060041658089515842 -0.007038232816105645 0.014108365781782437 0.0041646907589759754 -0.015026977723460488 0.00015752501715803817 0.0074489575778607991 -0.0092090998045972657 0.010832785933051875 0.0020817139716759483 -0.021215541124018977 0.010548961576482281 0.0047974427988247397 -0.016973772865535603 0.01106815948065239 0.0078605555310572919 -0.0057052692363380314 -0.017211066182609792 0.0075390501962791122 0.015646454940640337 -0.0079516755846970565 0.0038407941532293162 0.014406207071369664 0.0057208940464945337 -0.016556308192198405 0.012702738481823638
leaf_weight=18.647763054817919 60.551064144819975 4.3984263241291037 9.083960719406603 15.452993698418142 102.97944713383913 38.558638297021389 3.2563062459230414 10.274044122546909 5.1586142666637889 16.572578758001328 20.347595721483231 29.25449650734663 4.571182392537593 125.48776438459754 5.1110701151192179 5.8539221882820112 7.2503427639603597 3.8682580068707466 23.199445284903049 3.5000325590372086 7.2407705262303352 3.477260321378707 3.4760153591632843 9.181613624095915 7.3245546072721472 35.44710785150528 12.294344194233416 16.717543296515945 7.0977254062890998 27.483507975935936
leaf_count=338 977 32 45 239 332 318 9 54 77 88 69 202 13 584 51 15 27 46 58 14 38 34 10 21 33 113 30 52 42 73
internal_value=0.000255606 0.00145866 0.0021332 -0.000650373 0.00435187 0.00133439 -0.00539146 -0.00854319 -0.00225043 -0.006347 0.000527563 -0.00022716 -0.00425075 0.00112439 -0.00733861 -0.00587887 -0.00996843 -0.00277695 0.00445914 -0.00548889 0.00156111 0.00541612 -0.00483822 0.00636487 0.0050731 0.00182136 0.00673979 0.00612885 -0.000918437 0.0074153
internal_weight=643.118 582.567 536.228 237.836 298.392 131.819 41.8149 30.8857 15.4327 46.3389 206.951 186.603 46.9204 139.683 14.195 42.3492 29.7664 11.1186 90.0045 7.89846 13.0947 82.106 6.95328 75.1527 65.9711 42.7717 166.573 154.278 23.8153 130.463
internal_count=4034 3057 2558 1387 1171 642 327 370 131 499 1017 948 268 680 96 255 411 73 315 46 53 269 44 225 204 146 529 499 94 405
is_linear=0
shrinkage=0.0127721


Tree=37
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 2 1 1 1 0 0 2 2 0 1 2 2 2 0 2 0 2 2 2 1 1 2 0 2
split_gain=76.99 28.8874 41.8336 16.3053 15.4207 18.9449 11.871 9.92176 8.57719 8.24532 10.4769 6.59253 8.8407 7.89526 6.43631 8.61695 6.08284 7.75905 6.07409 7.17011 5.66434 5.42851 5.30897 5.02676 8.51296 4.95798 10.3223 7.05361 9.7932 7.21835
threshold=0.5718990449500001 0.47700667645000011 0.39072183470000005 0.53475943835000017 0.34452561300000012 0.33750486510000005 43.89540535710001 0.39587138110000003 0.39476362980000007 0.32388251845000005 0.42569084760000003 0.57152480465000022 41.827117825850003 42.094663496250007 0.54646567465000018 0.46280051495000007 44.421469061800003 47.927946529500012 44.952171034750002 0.42018203045000008 41.178189531300006 0.56719858685000013 40.844669808050007 39.110279783550006 41.385032804600009 0.34584293880000011 0.34587287805000005 41.919251152600005 0.47997065955000012 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 16 7 5 9 11 8 23 10 18 12 14 -14 -5 20 25 -18 19 -1 21 22 -16 -4 -25 27 -27 -3 -29 -30
right_child=-2 2 3 6 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.0097630925956475618 -0.0080322408704411388 0.0041030678544795541 -0.011099374148705607 0.0017833531514554212 -0.0075841140343592397 0.0058547960672159609 -0.0072598462352059289 -0.0085932551812581155 0.009659243155251785 -0.010319192925320993 0.0055130953056721534 0.009561526747602838 0.010180750268729539 0.0016108834006368046 -0.0069310692286055579 0.0053944650776174283 -0.0079234313287076703 0.0054616295381011096 -0.00029272417678657758 0.006962744760850452 -0.015069754681505145 0.0032700137863350695 0.003120698119146476 0.0072280698293494096 -0.0073699251904555995 0.0099275245481758676 0.0041753543217477301 -0.0065308764239186412 -0.0020076896523488295 0.007152515901933114
leaf_weight=14.874930247664453 72.033578000962734 84.57272981107235 4.7054135873913827 36.533978462219238 33.066908814013004 22.640164710581303 13.340699598193167 28.437840647995472 4.3855056315660468 10.086085416376589 10.615567967295645 6.3749214857816687 10.949808686971663 26.352252289652824 22.960697598755363 7.3392722755670539 6.9391149207949621 5.6566991806030273 15.087183199822901 2.1052885055541983 3.4160536974668494 6.6408470943570128 4.5262621641159049 5.2911803275346738 6.2937076836824417 25.827388606965542 171.58318812400103 12.276164747774599 11.959733195602896 12.831464059650896
leaf_count=220 977 248 35 132 341 70 143 337 10 96 33 14 21 98 165 23 54 16 76 6 24 27 15 24 66 61 545 77 49 31
internal_value=0.000273816 0.00122705 0.00205886 -0.00114309 -0.00275423 -0.000636331 0.000346691 -0.00534229 -0.000870854 -0.0034213 -0.00179131 0.00115789 0.000706639 0.00412652 -0.000860213 -0.00301202 0.00386959 -0.00191229 -0.00420936 -0.00768934 -0.00465537 -0.00361293 -0.00527585 -0.00370566 -0.000702565 0.00409785 0.00492792 0.00275073 -0.00033475 0.00273346
internal_weight=699.705 627.671 519.195 187.548 108.476 75.4092 138.435 49.1136 20.6758 52.7691 42.683 125.094 118.719 37.3021 81.4171 44.8831 331.646 12.5958 32.0674 16.9802 37.5439 34.1278 27.487 16.2903 11.5849 319.051 197.411 121.64 37.0674 24.7912
internal_count=4034 3057 2215 1134 842 501 662 472 135 431 335 519 505 119 386 254 1081 70 302 226 231 207 180 125 90 1011 606 405 157 80
is_linear=0
shrinkage=0.00848275


Tree=38
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 1 2 2 0 0 0 0 1 0 2 0 1 1 1 0 0 2 2 0 0 0 1 1 0 1
split_gain=46.324 15.7151 20.083 14.7117 9.43147 6.93826 8.76952 8.52682 10.3263 6.77357 7.13981 6.64715 8.55706 6.67464 9.54247 7.88428 9.19152 5.8872 6.53299 5.07453 6.59494 8.95239 4.68851 4.63787 4.80887 4.67887 5.31871 6.68283 4.35841 10.063
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 42.67709657435001 0.55769288345000012 0.39072183470000005 40.280372415600006 41.942745071500006 0.48068920095000006 0.52770875125000016 0.57537199485000012 0.54228915300000013 0.40301188585000008 0.47769527860000011 47.927946529500012 0.51675099550000014 0.40099098830000007 0.46280051495000007 0.3975479776000001 0.49949103320000005 0.48447651265000008 43.272784938550004 37.198331469900005 0.56643513670000012 0.54499865270000014 0.53544804050000006 0.39591628995000006 0.39382054430000007 0.47396784530000008 0.32388251845000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 11 7 9 28 -9 -7 17 12 13 14 -3 19 -17 18 -11 20 -15 -22 -20 24 25 26 27 -8 29 -4
right_child=-2 4 3 -5 -6 6 23 8 -10 10 -12 -13 -14 15 -16 16 -18 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017245031260544465 -0.016480646864174983 -0.013012821718148897 0.013965401575577121 0.015934763972566175 -0.016391594746047601 -0.018210565186992211 -0.0093257431911283224 -0.014750613740550454 0.0037711262777315618 0.010789983132123308 -0.017862337603548693 0.010001445688141175 -0.019168618220331841 0.0054374570445698388 0.0029823562054091739 -0.013796759022112961 0.017731048350015224 0.017595421487787845 -0.013553268176472977 0.011972101280625506 -0.026068562485218563 0.003530991301013117 -0.0016071623940899882 0.011022544984262387 -0.0040756986893382054 0.010126017845914013 -0.019227545585623434 0.017817138193632096 0.006001421927342019 -0.0062868956062973142
leaf_weight=12.080758504569529 38.471819363534451 24.848156351596117 8.5356250703334826 21.774165436625481 12.46561863645911 7.340897310525178 4.5438696406781656 12.346981748938562 18.819205202162266 8.5112646669149381 6.5850744992494574 10.418238066136835 7.6847767122089854 24.130650840699673 14.705027677118776 13.402755443006756 2.76236368715763 4.1022331565618506 10.350092023611067 14.781249254941939 4.5574795156717283 5.6913259997963905 38.060332495719194 17.024510324001312 21.967595249414444 20.16186611354351 3.3151898421347132 4.4440366998314857 206.54546921700239 21.095195706933737
leaf_count=253 757 327 21 68 177 77 55 105 68 32 111 52 132 83 54 148 9 10 87 50 28 26 214 66 98 54 40 11 690 131
internal_value=0.000245823 0.00134949 0.00277082 0.00332602 -0.00334744 0.00266247 -9.14906e-05 0.00417065 -0.00356656 -0.00385239 -0.0022934 -0.00202527 -0.00313839 -0.00196381 -0.00706616 0.00112553 -0.00840915 -0.000613362 -0.00192563 0.00426074 0.000945287 -0.00963146 -0.00416123 0.00385325 0.00161095 0.00545885 -0.00218952 0.00409495 0.00519166 -0.000452902
internal_weight=621.524 583.052 447.604 435.524 135.448 413.749 146.407 267.342 31.1662 74.9499 67.609 122.982 112.564 104.879 39.5532 65.3258 16.1651 61.0239 56.9217 49.1607 34.3795 10.2488 48.4104 71.4571 54.4326 32.465 12.3031 8.98791 236.176 29.6308
internal_count=4034 3277 2191 1938 1086 1870 855 1015 173 531 454 909 857 725 381 344 157 343 333 187 137 54 301 324 258 160 106 66 842 152
is_linear=0
shrinkage=0.0157379


Tree=39
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 0 1 2 1 1 2 0 2 1 0 2 1 0 0 1 0 0 2 1 2 0 1 2 0 0
split_gain=40.9114 13.2135 20.3295 9.97104 8.4022 7.26433 6.68632 7.61655 7.0096 16.8345 6.46926 6.63807 6.22722 6.17755 6.142 6.67948 5.83885 5.43063 5.23855 6.77117 4.66116 7.42869 4.6125 6.32449 4.35921 4.32082 3.89729 4.62084 3.36572 3.80797
threshold=0.4662734648500001 43.680097826700013 0.42018203045000008 0.38906020780000011 0.37331217625000007 0.47883296910000012 0.40301188585000008 47.709122305950011 0.34524415440000006 0.35862698720000002 38.400997490450003 0.4784437592000001 49.122847560300009 0.4025178887000001 0.5216909673500002 38.244973486750006 0.34674111555000003 0.51857728810000003 0.47700667645000011 0.34518427590000006 0.52432561900000019 0.53475943835000017 41.385032804600009 0.39591628995000006 37.828051409500013 0.56859076075000015 0.34584293880000011 41.827117825850003 0.46989611090000011 0.44284602260000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 10 7 8 -6 16 28 18 -9 -11 17 24 -10 -5 19 -12 -17 22 23 -22 25 -16 27 -20 29 -4
right_child=-2 4 3 14 6 -7 -8 12 9 13 11 -13 -14 -15 15 20 -18 -19 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015677748099631031 -0.014840904286871359 0.045373265491420442 0.011342137966454261 -0.0010822191663600578 -0.019740192255122926 0.0054860252906563664 -0.014147942521274605 0.0083426375930658637 0.00028023133958097747 -0.016929809951557778 -0.00015892019940100046 -0.019113059860444138 -0.0060327373619100157 0.012354481487867768 -0.0013433193507729306 0.0098707258460070807 0.020726693155250206 -0.028930039876689646 0.0044445154051447012 -0.014694135343945359 0.0075554007997207942 0.0021873310395082867 -0.017989417758427918 -0.016793484217682637 -0.019563467010233898 -0.016776289047989671 0.013868385768947836 -0.010061097577316071 0.014266433184878063 -0.0031539793270782862
leaf_weight=13.166466776281593 35.383535750210285 0.69657738506793876 6.5610164180398014 2.9468850679695597 7.459155958145856 215.65721850842237 13.435899477452038 16.519351623952392 6.8431271389126795 13.998722534626719 21.249997980892662 4.2426194846630088 10.090014327317474 1.6767719984054572 26.143554091453556 13.058405444025992 5.0426474139094353 2.8766386024653912 20.04652172327042 9.7047408670186979 5.6397058777511102 104.38265716284513 6.3116787746548644 3.6543590314686298 4.0069099850952616 4.4066850058734408 6.1951398849487296 5.9111210554838172 8.6286325827240926 8.8453099206089956
leaf_count=298 757 5 21 29 99 753 255 51 38 199 126 28 69 4 163 39 12 21 62 115 30 466 85 53 47 75 20 45 22 47
internal_value=0.000201863 0.00113665 0.00199709 0.00248144 -0.00446964 0.00404241 -0.00493216 -0.00292303 -0.00734115 -0.00398548 0.00063566 -0.00165594 0.00289163 -0.0137973 -0.000282157 0.000223603 0.00895483 -0.0148382 -0.000482328 -0.00471591 0.00169048 0.000800217 -0.00847782 -0.0020184 -0.00542394 -0.00356943 0.00359351 0.00114127 0.00705713 0.00301941
internal_weight=604.782 569.399 493.636 480.47 75.7623 307.042 75.0657 61.6298 35.0204 27.5613 91.3851 67.3501 26.6094 15.6755 173.427 167.604 11.8858 5.82352 63.1075 30.9547 133.047 119.988 15.6057 9.29406 34.5571 30.5502 32.1528 25.9576 24.035 15.4063
internal_count=4034 3277 2545 2247 732 1239 727 472 352 253 486 396 120 203 1008 958 50 50 368 241 673 634 168 83 285 238 127 107 90 68
is_linear=0
shrinkage=0.0144177


Tree=40
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 2 1 0 2 0 1 2 1 0 0 0 1 2 2 2 2 1 0 1 0 0 2 2 1 1
split_gain=60.5377 21.5535 26.0394 17.176 12.7977 11.8624 9.56187 13.4628 12.2319 8.21189 10.7567 8.87664 9.43704 7.00125 5.63418 9.3466 4.78446 4.55385 4.72929 4.15175 3.87225 5.58192 23.3929 10.7324 5.42401 6.80815 6.25999 3.71524 3.69248 9.00169
threshold=0.57944372925000021 42.719328117250008 0.42018203045000008 0.37078231190000005 42.67709657435001 42.198888176300009 0.39193437325000008 0.47769527860000011 47.927946529500012 0.47396784530000008 0.34398670700000006 35.171584490050009 0.32388251845000005 0.49094338495000006 0.53158588065000012 0.55769288345000012 0.33750486510000005 42.434124620650003 42.522337019050006 43.89540535710001 38.625745710700009 0.35471991855000007 0.50278434775000014 0.34608245260000009 0.48637765340000011 0.48351845755000006 41.178189531300006 48.96897326980001 0.45368402140000008 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 8 -3 10 11 -4 -13 17 -8 19 -14 -7 -19 -16 -11 23 -23 24 25 -22 -27 -21 -5 -30
right_child=-2 6 3 28 -6 13 14 -9 -10 20 -12 12 16 -15 15 -17 -18 18 -20 27 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.010810314087673811 -0.0097671165548208257 -0.008529630401672577 0.010071439909645043 0.0008056653809513718 0.011166201388958935 -0.014604704180788883 -0.011075966114242121 0.0025536197842051856 0.002375735718567377 0.0077037916032081221 -0.012858712990530746 0.0064127360145538369 -0.014607616759052122 0.0073726800382956249 0.0052414767082375078 -0.010310728239742583 -0.0015971758473579086 0.0040873874454612769 -0.010016125714186128 -0.012444329160366032 0.0033003074735922584 -0.015825542117348192 0.0098870437720599905 0.0092646678357933988 0.010100369212228641 0.0024804755168300824 -0.013523732405189975 0.00171285634087505 -0.013704571442481236 0.0020000307090472149
leaf_weight=14.074034504592417 51.469353891909122 27.22278942912817 8.9787556976079959 185.48919340223074 22.756357543170452 5.040250830352309 13.879973180592058 57.221045650541782 14.965809188783167 38.717664174735546 5.3440866693854323 7.8274213969707516 4.92211966216564 3.9480365961790076 9.6002913340926224 11.340501211583613 5.7587632313370705 4.389528311789034 4.5425792559981346 3.120766930282115 75.312307126820087 6.046769365668295 7.3728415966033936 37.23297056555748 9.3969373106956464 4.57967261970043 4.5992640554904938 3.9349178373813629 5.7296165637671939 8.5265005603432638
leaf_count=253 879 327 21 870 58 40 218 221 54 102 54 22 43 11 31 136 23 25 31 35 244 37 18 98 23 15 26 29 51 39
internal_value=0.000325714 0.0011747 0.00217119 0.0025714 0.00422914 0.00355455 -0.00214433 -0.000508248 -0.00466111 0.00418281 -0.000279981 0.0021656 -0.00166968 -0.00402118 -0.00602819 -0.00352562 -0.00759284 -0.00724063 -0.0030852 0.00109413 0.00498232 0.00425333 -0.00169884 0.00486251 0.00311676 0.00234006 -0.00553871 -0.00454894 0.000440429 -0.00431174
internal_weight=663.341 611.872 470.586 456.512 256.766 234.01 141.286 99.4096 42.1886 216.09 32.8311 27.4871 18.5083 17.9204 41.8765 27.9965 10.6809 13.9724 8.93211 16.656 183.258 144.541 13.4196 131.121 93.8882 84.4912 9.17894 7.05568 199.745 14.2561
internal_count=4034 3155 2104 1851 891 833 1051 602 381 726 163 109 88 107 449 231 66 96 56 95 563 461 55 406 308 285 41 64 960 90
is_linear=0
shrinkage=0.00968975


Tree=41
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 1 1 0 1 1 2 0 0 0 1 1 1 1 1 0 0 0 0 2 2 1 1 2
split_gain=58.8 20.2221 22.366 16.1764 12.3806 11.401 7.33019 7.04578 11.6887 6.24768 5.79263 6.83463 7.57629 8.50761 7.45197 5.78928 6.18064 8.72557 14.0794 5.63737 5.41624 10.6922 5.33753 5.23092 9.39254 5.10217 4.97011 5.66622 9.77282 4.87242
threshold=0.5718990449500001 0.42569084760000003 0.39091643965000006 0.53043322055000008 0.47736594710000008 0.34452561300000012 44.952171034750002 0.33750486510000005 0.32388251845000005 0.57152480465000022 0.37078231190000005 0.34575312120000007 41.289992964000007 0.48351845755000006 0.48637765340000011 0.54646567465000018 0.44805544745000009 0.45368402140000008 0.46280051495000007 0.43724738780000011 0.37977904855000005 0.50889194935000015 0.47700667645000011 0.4778150355000001 0.48068920095000006 41.872294782850005 42.360359531950003 0.39408999735000005 0.39591628995000006 37.198331469900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 26 5 7 -1 8 -3 15 11 12 -6 23 -15 29 19 -18 -19 -17 21 -12 -7 -14 25 -25 27 -4 -29 -5
right_child=-2 2 3 9 10 22 -8 -9 -10 -11 20 -13 13 14 -16 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.010181919810106046 -0.0095226602237576171 0.0058166341754381356 -0.013335276904985739 -0.0065823961495991993 0.0059515803221651935 -0.0078637150500281503 -0.000512971513390899 0.0075956420930206464 -0.012075314439801494 0.010927113297406638 0.0049166556798416758 0.0066014537386470049 0.010272749153472215 -0.014830977725242814 0.0018836353924534381 -0.0038410732592182948 0.0073298168653546858 -0.013842376044744481 0.0066242782708011167 -0.018264266450170395 0.0034651928499896956 -0.010825450742648684 0.00091362737294508765 0.002007531862657801 0.0059336543044721845 -0.01060942058492971 -0.012385334914472582 0.010925127222473855 -0.0083547029624521062 0.0031169680604182476
leaf_weight=22.173208519816399 62.790513921529055 10.076465189456941 5.3266930580139187 6.6219287142157546 50.342330858111382 23.901217669248581 15.150763794779776 21.196864500641823 7.1768171638250342 6.0709224045276633 9.5928314253687876 138.83554062247276 8.0279290750622732 7.0670752078294736 5.4028114676475525 36.835974492132664 14.527930691838266 8.2145311012864095 7.2760100662708274 3.3977414071559897 47.014004178345203 10.239950247108935 11.919048614799975 6.1638825908303252 17.745031118392944 9.1277738064527494 15.707404371351002 5.2721047550439817 7.0592627860605717 58.188491985201836
leaf_count=354 977 33 62 39 146 245 81 62 62 16 30 428 22 41 18 241 40 100 24 28 157 71 53 20 50 58 247 13 85 231
internal_value=0.000338731 0.00137827 0.00188868 -0.00129172 0.00333458 -0.000593914 -0.00625704 0.00345779 -0.00162585 0.000294409 0.00427711 0.00504628 0.00296772 0.000161781 -0.00758906 -0.00018352 -0.00231409 0.00136505 -0.00422905 -0.00505911 0.00148437 -0.00321122 -0.00494309 0.00251544 0.000630411 -0.00552368 -0.00800091 -0.00410082 -0.00011188 0.00212595
internal_weight=658.443 595.653 558.329 174.499 383.83 74.2704 37.324 38.4501 17.2533 141.134 309.559 242.712 103.877 53.5345 12.4699 135.063 70.2522 30.0185 15.4905 40.2337 66.8468 19.8328 35.8203 41.0646 33.0367 15.2917 33.3655 17.6581 12.3314 64.8104
internal_count=4034 3057 2622 1126 1496 455 435 157 95 719 1041 783 355 209 59 703 433 164 124 269 258 101 298 150 128 78 407 160 98 270
is_linear=0
shrinkage=0.0107142


Tree=42
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 0 0 0 1 1 1 2 2 2 2 1 2 0 1 0 1 1 0 2 0 1 0 1 2
split_gain=40.9024 13.2678 17.1198 10.6928 9.48376 8.1319 7.11805 6.9754 8.31291 6.2874 6.43272 6.26157 6.21705 7.49641 5.86294 7.46155 6.47599 5.81678 5.5785 8.46641 11.6139 5.41321 5.02743 4.86656 5.88208 7.1693 9.5897 4.75382 11.0863 4.81231
threshold=0.57944372925000021 0.43780126340000008 0.37078231190000005 43.89540535710001 0.48244064550000004 41.975471476700008 0.48271009850000007 0.48537468940000006 0.48351845755000006 0.34674111555000003 0.34608245260000009 0.32388251845000005 47.709122305950011 50.205949521800008 42.686561923500008 43.047778594550003 0.36042334060000009 42.522337019050006 0.51191581090000016 0.37473428940000003 0.5054040298000001 0.3055746834000001 0.34527409360000011 0.5231430197000001 38.244973486750006 0.52863686715000002 0.3975479776000001 0.44284602260000011 0.33750486510000005 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 18 5 9 -6 8 -8 10 27 21 -5 -14 17 -16 -17 -7 19 20 -4 -1 -9 -20 25 -25 -27 -3 -29 -30
right_child=-2 2 3 12 6 14 7 22 -10 -11 -12 -13 13 -15 15 16 -18 -19 23 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.017078897255180987 -0.01464850860254603 0.017806170143976185 0.014474127799027117 -0.017567467881312894 0.016505849833710579 -0.0056346764035149367 0.0075511179395583499 -0.0042256973378056199 -0.012520033521687846 -0.0097330841824022057 0.018471302538560972 -0.018327904508468097 0.0045944856179619417 -0.017977760414658352 0.0090078641809740751 -0.0087545113134908682 0.014824712412675871 -0.028449426354165985 0.006075040147216099 -0.025684195015301323 -0.02097970772097342 -0.00089828921857545269 0.0090541370830672669 -0.022584452889249866 0.0012512362454367956 0.012028658019776118 -0.0083648751040270967 -0.018081863027645206 0.011627635154070188 0.0025893854012491693
leaf_weight=6.0473726652562609 40.878544572740793 5.8098912090063086 5.2660743743181211 13.3197601698339 18.724498644471169 9.9516492486000043 10.229879751801493 7.4144485890865317 9.5393509194254857 6.903312847018241 8.4060274362564069 9.0976897776126844 10.221307717263697 5.3680525980889788 13.986175343394278 19.370311647653583 3.2545223832130423 3.6551293805241576 35.479216367006302 4.8709973208606234 3.8089542761445045 27.158198032528162 84.986560977995396 5.269119042903184 129.06286441534758 7.5193504765629795 20.701392337679863 5.4012368917465201 18.825919426977634 56.042926259338856
leaf_count=125 879 13 12 241 56 73 32 31 48 48 21 170 57 90 60 185 10 30 116 51 33 204 276 44 637 24 180 45 51 192
internal_value=0.000292217 0.00137188 0.00204529 -0.000983972 0.00462831 0.00199515 0.00767813 0.00620452 -0.00213392 0.00451611 0.00555718 -0.00695975 -0.00980792 -0.00317806 -0.00309463 0.000127156 -0.0053627 -0.0117633 0.00021942 -0.00923536 -0.000406491 -0.00384509 0.00798854 0.000885255 -0.000247482 -0.00602323 -0.00293107 0.00429606 0.00331821 0.00486207
internal_weight=606.571 565.692 523.389 240.887 282.502 151.607 130.895 112.17 19.7692 101.389 94.486 42.3033 28.9091 15.5894 50.2178 36.611 22.6248 13.6068 211.978 13.946 9.07503 33.2056 92.401 198.032 162.553 33.4899 28.2207 86.08 80.2701 74.8688
internal_count=4034 3155 2656 1485 1171 728 443 387 80 370 322 499 388 147 358 255 195 103 1097 96 45 329 307 1001 885 248 204 301 288 243
is_linear=0
shrinkage=0.0154666


Tree=43
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 1 2 1 0 1 2 0 1 0 2 0 1 1 1 1 1 2 0 0 2 0 1 1 1
split_gain=36.6114 11.8573 15.9058 11.919 8.44898 6.52886 5.76662 11.6062 10.8259 10.6478 7.55032 6.13614 5.60197 7.23621 5.08006 8.12071 5.99737 7.0804 4.54051 9.90264 5.35285 6.37275 5.81752 9.28079 4.56391 14.0569 4.55225 9.60791 4.362 4.18705
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 42.67709657435001 0.55769288345000012 32.051492741500006 0.35862698720000002 41.872294782850005 0.36359689830000008 0.48637765340000011 0.34542378970000004 35.171584490050009 0.54228915300000013 0.40301188585000008 0.47769527860000011 44.756878345700009 0.51675099550000014 0.40099098830000007 0.34311846950000008 0.32388251845000005 0.34467530910000005 0.34515433670000012 40.664404858950007 0.4778150355000001 0.47997065955000012 41.319407281650008 0.48447651265000008 0.34554354660000003 0.34521421515000011 0.37286308795000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 -4 7 9 -8 11 28 -7 13 14 15 -3 -16 -18 19 -13 -20 22 -22 -24 -23 26 27 -26 -9 -10
right_child=-2 4 3 -5 -6 6 8 10 29 -11 -12 18 -14 -15 16 -17 17 -19 20 -21 21 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.01611508956136264 -0.015155458964024123 -0.014603267176989992 -0.014145430989953136 0.014160735384068968 -0.015165106972954414 0.015750952673517473 -0.020359783555315786 -0.0066341211298732508 0.006824004170188757 0.014531895577347064 0.0017429334824249551 0.0093184292267728779 0.0088873725162284516 -0.017996045008084854 0.0035464141996866413 -0.00035388495389427461 -0.012119751616599967 0.014655967741658886 0.01240089190275028 -0.014836722128501819 0.0034965089099708306 0.0090626568499373502 0.0016451008653638436 -0.027462795707482175 0.010729048093120334 -0.019586383997217426 0.016634995997318446 -0.013555984158959299 -0.026183061226725535 0.00054753416467042239
leaf_weight=10.182847034186123 32.526339586824179 14.860551267862318 5.3643432669341555 19.625322539359331 11.329625841230152 9.5056803673505765 5.2572922036051741 6.5827429145574587 27.221148505806923 27.397516332566738 17.318837702274323 6.7290332168340674 10.283057697117327 6.4588966816663733 47.333927784115076 22.398015294224024 12.275389499962328 2.6891862154006949 15.803985252976416 8.6823308467864972 10.112237498164179 32.946308996528387 4.9762960746884328 4.8131990879774094 10.017260618507867 5.92673785239458 6.6775445640087119 5.7148814946413031 4.1610983312129974 185.67897116020322
leaf_count=253 757 218 42 68 177 28 43 48 92 81 84 19 52 132 187 163 148 9 41 58 35 105 17 30 28 34 17 28 36 1004
internal_value=0.000258117 0.00115607 0.00234169 0.00278863 -0.00284494 0.00223191 0.00245403 0.00445543 0.000826859 0.00611291 -0.00436293 0.00422079 -0.00164473 -0.0026663 -0.00167176 -0.00603724 0.000939086 -0.00730806 0.00324568 -0.00428991 0.00444308 0.00289395 -0.00445388 -0.0126664 0.00528017 0.000882341 0.00629575 0.00190723 -0.0142054 0.00135004
internal_weight=590.851 558.324 430.696 420.513 127.629 400.887 395.523 177.366 218.157 149.303 28.0627 121.905 116.299 106.016 99.5571 37.2586 62.2985 14.9646 112.4 15.4114 96.9885 81.1845 19.9017 9.7895 61.2827 28.3364 22.4097 15.7321 10.7438 212.9
internal_count=4034 3277 2191 1938 1086 1870 1828 689 1139 521 168 440 909 857 725 381 344 157 412 77 335 294 82 47 212 107 73 56 84 1096
is_linear=0
shrinkage=0.0149454


Tree=44
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 1 0 2 0 2 1 1 1 1 0 1 1 1 0 2 1 2 2 2 0 0 1 1 1
split_gain=32.3614 9.90088 13.9913 10.4802 7.44034 5.32372 5.17485 11.0358 8.88524 7.24441 7.18845 7.06396 5.95523 5.65822 5.25215 4.913 4.84663 4.46205 4.37947 4.12382 7.52075 4.76746 5.12338 4.29627 9.63193 8.00544 3.95423 3.8686 3.78071 6.14054
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 42.67709657435001 0.55769288345000012 32.051492741500006 0.35471991855000007 0.48597347385000006 41.872294782850005 0.48637765340000011 35.171584490050009 0.34542378970000004 0.34608245260000009 0.34551360740000009 0.34515433670000012 0.55481871800000016 0.35651627195000007 0.35862698720000002 0.42651417625000004 0.47769527860000011 47.927946529500012 0.37078231190000005 43.018222997350009 49.122847560300009 48.86568841230001 0.54228915300000013 0.37386605190000005 0.34521421515000011 0.46280051495000007 0.45368402140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -4 8 16 9 10 -7 27 13 14 -12 18 -8 -9 19 20 26 22 -21 24 25 -23 -3 -10 29 -19
right_child=-2 4 3 -5 -6 6 7 17 11 -11 12 -13 -14 -15 -16 -17 -18 28 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012584125678412553 -0.011722435881015601 0.0096451108618240064 -0.010033724859876659 0.010660514742805001 -0.011485095959130085 0.013954675937882924 -0.00030686393145439028 0.011204932612004077 -0.0047537913277992108 0.01110736869656498 0.00059455930372743322 0.0019673813194133224 0.0096408331826413722 -0.0049713725995645082 0.0070102987707827864 0.012590641286887926 -0.022180211755942484 0.00089624702508772126 -0.013988848194702199 -0.0042661277131574729 0.0021163437029823959 -0.0075526533616792849 0.0055029191027408811 -0.016914285869012204 0.018630297607295454 0.0088794832423233147 -0.010172387343511318 -0.019481384669765366 0.0097785375937017287 -0.010083644370563078
leaf_weight=9.2791500315070135 29.909622836858034 1.4951640591025377 5.3551800809800616 18.516547586768866 10.628946125507353 8.3771871551871282 2.1166945025324813 5.8330819010734549 6.5085860006511229 20.124406971037388 50.359399497509003 16.806897968053818 14.548281285911797 15.351558722555636 27.151065930724144 3.4633894115686408 4.1388464905321598 201.28960951045156 3.827402312308549 9.8164371550083143 14.589316725730894 19.208742413669835 30.426482260227203 2.8081540279090396 2.8967097401618949 5.2107193246483794 20.166815981268883 3.9696947336196899 6.2701553888618937 7.2969051897525778
leaf_count=253 757 18 42 68 177 20 10 18 48 64 200 79 52 66 79 13 52 988 86 44 54 225 103 32 5 20 309 36 24 92
internal_value=0.000187153 0.000837373 0.00169476 0.00201479 -0.00207679 0.00161001 0.00176983 0.000621507 0.00336672 0.00459598 0.00346427 -0.00275644 0.0026461 0.00155026 0.00284192 -0.0011989 -0.0147789 0.00105804 -0.00163131 -0.0011877 -0.00440943 0.000472044 0.00311996 -0.00306529 -0.00164159 -0.0040463 -0.00880453 -0.0103333 0.000782562 0.000512142
internal_weight=577.741 547.832 423.293 414.014 124.538 395.498 390.142 226.945 163.197 135.912 115.787 27.2852 107.41 92.862 77.5105 113.909 6.25554 220.69 110.446 106.619 36.2513 70.3672 40.2429 30.1243 27.3162 24.4195 21.662 10.4783 214.857 208.587
internal_count=4034 3277 2191 1938 1086 1870 1828 1184 644 481 417 163 397 345 279 909 62 1122 896 810 381 429 147 282 250 245 327 84 1104 1080
is_linear=0
shrinkage=0.011758


Tree=45
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 1 2 2 2 2 2 2 1 2 0 1 1 2 0 2 1 1 2 0 0 1 0 1 1
split_gain=48.6449 15.9057 24.5456 12.8628 10.8054 9.25578 9.23079 7.8887 7.5844 8.17612 7.56888 7.43138 5.47182 6.63949 4.84147 7.05174 4.80251 7.56092 4.51248 6.75618 6.36196 4.2237 13.8505 5.79647 5.42223 4.63653 4.17937 5.92987 7.98363 5.43011
threshold=0.57944372925000021 43.832725745850006 0.42018203045000008 0.39091643965000006 0.53475943835000017 0.47883296910000012 0.40301188585000008 42.719328117250008 47.709122305950011 49.122847560300009 45.295823381400005 43.426640904350009 38.244973486750006 0.40667944075000007 38.400997490450003 0.4784437592000001 0.3975479776000001 0.39382054430000007 42.488347682450005 0.47721625100000004 41.872294782850005 0.35862698720000002 0.34674111555000003 44.169240047700008 0.53866650695000018 0.47769527860000011 0.35862698720000002 0.49336846205000007 0.34674111555000003 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 16 7 8 14 10 -10 21 -9 13 -6 -4 18 17 -5 19 20 -16 22 23 -3 -23 -25 27 28 29 -7
right_child=-2 6 3 4 12 26 -8 11 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 24 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0086043534432887238 -0.0076081706310414431 -0.012210344501072546 0.0041573716479046006 -0.0093520094359383164 0.00417585541568854 0.0025664067750945938 -0.0088427253599962733 -0.0095808185844569998 0.0050063264603232007 -0.0037783426380013341 -0.0095955945276399168 0.0038161607191582857 0.0014386120686788102 -0.0052108451791713266 -0.00065507587853393253 -0.010094768855948826 -0.0093887146344149575 0.0012977667433258411 0.008433808337626825 0.0034794198664762173 -0.010200383488747806 -0.0097224810282350894 0.012460401322470041 -0.00466122596487277 0.0063234174097306257 0.0079462629325302986 0.0019143080542206516 0.0075882394459400896 -0.0035573303548750712 0.0059292029053669747
leaf_weight=14.868090674281119 45.196745712310076 3.4554011225700396 24.028986506164074 6.2602424025535646 6.2720744311809566 74.442296788096428 12.112791821360586 8.449727036058901 17.069327272474769 10.448796592652796 9.9386105537414533 3.6172596588730803 105.44874841719866 17.392763055860996 22.831696018576626 3.9625041410326949 9.1003844887018186 11.699711583554743 4.2682581916451445 20.325413532555103 5.2545341253280631 5.9232692681252948 4.5019394755363455 4.8350122347474098 1.6463876366615293 2.8282682299613953 92.99248306453228 23.965300425887108 9.4757959991693479 48.521192222833633
leaf_count=301 879 41 90 80 21 248 222 104 51 69 125 22 419 153 110 25 117 69 18 66 56 90 10 53 4 7 327 66 42 149
internal_value=0.000210156 0.000813229 0.00129846 0.00159393 -0.000266006 0.00244293 -0.00260911 0.000333294 -0.00136409 0.00167073 -0.00388493 -0.00556487 0.00067584 -0.00272302 0.00121555 -3.24315e-05 -0.00475985 -0.00241439 0.000724443 4.47391e-05 -0.00244087 -0.00143753 0.000886099 -0.00380032 -0.00623253 -8.21079e-06 0.0032274 0.00400811 0.00336028 0.00389336
internal_weight=631.134 585.937 513.177 498.309 156.174 342.135 72.7598 92.7384 60.647 27.5181 33.1289 12.067 129.114 23.6648 80.6714 56.6424 27.0603 17.96 52.6799 48.4116 28.0862 23.1903 15.6206 11.1187 7.56966 7.66328 249.397 156.405 132.439 122.963
internal_count=4034 3155 2483 2182 859 1323 672 491 450 120 330 126 593 174 365 275 266 149 250 232 166 205 111 101 94 60 832 505 439 397
is_linear=0
shrinkage=0.00782139


Tree=46
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 1 2 2 0 0 1 0 1 1 2 2 2 2 1 0 0 1 1 1 1 1 2 2 0 1
split_gain=30.6317 9.40162 15.5285 7.93147 7.45738 7.5948 5.92838 9.14832 5.96415 5.63552 5.83899 8.15141 8.6284 4.99392 4.96747 4.92469 6.26611 5.18281 4.61443 5.21387 4.73815 6.37863 4.08802 8.69731 3.97202 11.6492 4.44697 4.73729 3.5919 3.30673
threshold=0.4662734648500001 43.832725745850006 0.42018203045000008 0.40301188585000008 0.39091643965000006 0.39382054430000007 40.750688432250008 40.890797847750008 0.57537199485000012 0.47883296910000012 0.3447052483500001 0.47604862130000009 0.34509445825000007 0.46280051495000007 42.753078181500008 47.709122305950011 45.295823381400005 49.122847560300009 0.45368402140000008 0.56719858685000013 0.55074698365000019 0.44805544745000009 0.33750486510000005 0.32388251845000005 0.44805544745000009 0.43929822460000006 42.599563320500003 43.077238082650005 0.52863686715000002 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 9 -6 8 -8 13 10 22 -12 -13 18 -14 16 29 -17 19 20 28 -22 23 -4 25 26 -9 -28 -7 -3
right_child=-2 3 4 -5 5 6 7 24 -10 -11 11 12 14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.013189006445051263 -0.01220679169383293 0.0017061016358442952 0.0062255114695756626 -0.013526880831258413 -0.014462519970179097 -0.010215964115827817 0.01415677153979459 0.003432526074141933 -0.013807139176407506 0.0039019211129030897 -0.012676598038933569 -0.010986016106445975 0.005444914849006062 0.010765689293437018 -0.0079150582647206855 0.0064561239070386762 -0.014564192543621554 -0.0048477542204530344 -0.015854087381326584 0.0076278978616901158 -0.013819179475870703 0.0033354048515038823 0.0069896285194917798 -0.012987874968380735 0.0082053805016333321 -0.020867218166400969 -0.016195868086356424 0.00074940831901605599 0.00088272854228822794 -0.008957922968917233
leaf_weight=10.778033416718243 28.771567959338427 14.098642867058521 9.2351081222295743 10.219932753592728 5.6587121449410906 5.0695710740983477 9.2788585722446424 35.227848153561354 6.2040787376463404 227.92074649035931 9.869240213185547 8.5567798279225808 24.160684928298 4.949753373861312 5.141013875603675 16.304881237447265 7.9201822839677325 9.947079520672558 3.5100786164402953 8.5943863540887815 10.674544923007486 4.779798448085784 23.489608846604824 5.8691548593342295 9.704597916454075 3.9125989675521842 4.0400762483477575 6.6477141380310059 35.844687007367611 6.4574324227869502
leaf_count=301 757 111 32 252 82 62 22 140 118 832 131 52 89 13 50 51 125 69 36 34 100 17 83 54 43 34 34 44 172 94
internal_value=0.000203572 0.000859863 0.00145719 -0.00354654 0.00179424 -0.000429672 0.000105282 0.00275845 -0.00218752 0.0028848 0.000199222 -0.00268716 -8.30322e-05 -0.00120569 0.00310089 -0.00168281 -0.00523743 0.00217299 -0.00207107 -0.00132634 -0.00269157 -0.00851352 0.00376871 -0.00124035 0.00098189 -0.000424965 0.00131698 -0.00565605 -0.000492479 -0.00164387
internal_weight=572.837 544.066 479.118 64.9482 468.34 154.097 148.439 68.8117 79.6269 314.242 86.3216 47.7277 37.8585 73.4228 29.3017 54.7282 28.4763 26.252 68.4731 64.963 56.3686 15.4543 38.5939 15.1043 59.5328 49.8282 45.9156 10.6878 40.9143 20.5561
internal_count=4034 3277 2575 702 2274 951 869 317 552 1323 491 322 191 434 139 450 330 120 421 385 351 117 169 86 295 252 218 78 234 205
is_linear=0
shrinkage=0.0123416


Tree=47
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 0 0 1 2 1 1 1 1 1 0 1 0 1 1 2 2 2 1 1 2 0 2 1 2
split_gain=53.7688 18.3287 22.1435 16.2001 12.2391 10.9037 7.48336 7.92477 8.36462 6.9118 5.9615 11.5992 5.39457 9.5133 5.3633 6.69529 5.98777 10.2212 5.31433 5.19818 6.10644 7.54691 5.1811 5.19756 10.0502 9.79315 7.17927 5.75424 5.52862 4.80702
threshold=0.5718990449500001 0.42569084760000003 0.39091643965000006 0.53043322055000008 0.47721625100000004 0.34452561300000012 0.57152480465000022 0.54499865270000014 0.4349121284000001 44.952171034750002 0.45368402140000008 0.46280051495000007 0.33750486510000005 0.32388251845000005 0.37078231190000005 0.50278434775000014 0.37977904855000005 0.50889194935000015 0.36491422415000008 0.34584293880000011 42.779078631750004 43.426640904350009 39.577821550850011 0.34545372890000009 0.34542378970000004 41.872294782850005 0.47943175355000006 42.824128352900011 0.34560342505000002 37.198331469900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 12 7 29 -9 -1 -10 -12 13 -3 15 18 17 -16 19 22 -21 -22 -6 24 25 -24 -27 -28 -25 -5
right_child=-2 2 3 6 14 -7 -8 8 10 -11 11 -13 -14 -15 16 -17 -18 -19 -20 20 21 -23 23 28 -26 26 27 -29 -30 -31
leaf_value=-0.0066826821350756604 -0.0062399140596204284 0.0035459916220761415 -0.0053219200506289012 -0.0041294974589817617 0.0068286715083107439 -0.0035727423804505784 0.0076945459705932235 -0.0043554442985892158 0.0023880526290431239 -0.00032858065774660585 -0.009322461173355303 0.0032598743379737673 0.00462537126197465 -0.0074519736995092541 0.0031460486117649016 0.0068851679989169528 0.0024429875926033798 -0.0071084710968975081 -0.0018499189322615389 0.0051061947295147469 -0.0061701725774898648 0.0049226652039217889 0.0033330023162607332 -0.0058120997620616796 0.009425257047059845 -0.011369469907314519 -0.0056157998065178502 0.0036621763930552317 0.0011780743068213759 0.0025126608447585217
leaf_weight=20.633494220674038 58.109385423362255 10.001467905938627 33.085767477750778 6.1956475973129264 10.845903486013411 31.467298548668623 6.5138646364212027 33.120432060211897 27.649464715272188 15.092668794095514 7.6754747740924341 7.2584380879998207 20.199983090162277 6.6792341470718375 9.4493926614522952 24.440946042537689 47.463182717561722 10.392479859292505 11.159406214952467 84.098142221570015 5.8305346295237523 6.7245912253856659 45.677886754274368 8.5176175460219401 9.5839616283774358 3.9688938036561039 6.1454772129654867 7.6291235759854317 17.802410773932934 53.063748080283403
leaf_count=354 977 33 407 37 26 283 16 228 105 81 100 27 62 62 30 64 157 71 47 257 31 20 136 43 21 35 31 22 65 206
internal_value=0.000308325 0.000955054 0.00127527 -0.000826813 0.00224583 -0.00048722 0.000224411 -0.000136128 -0.00166595 -0.00399837 0.000425886 -0.00320698 0.00214541 -0.000857779 0.00284893 0.00334369 0.00106687 -0.00222491 0.00294661 0.00320541 0.00441319 -0.000228791 0.00214584 0.00163449 0.00261459 0.00158539 -0.00291356 -0.000477152 -0.00108407 0.00181821
internal_weight=646.476 588.367 552.641 174.563 378.078 68.348 141.477 134.963 75.7038 35.7262 42.5834 14.9339 36.8807 16.6807 309.73 242.425 67.3051 19.8419 217.984 206.825 96.6533 12.5551 110.171 99.3254 73.0053 63.4214 17.7435 13.7746 26.32 59.2594
internal_count=4034 3057 2622 1126 1496 440 719 703 460 435 232 127 157 95 1056 798 258 101 734 687 308 51 379 353 245 224 88 53 108 243
is_linear=0
shrinkage=0.00713567


Tree=48
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 0 0 2 2 2 2 1 0 0 1 1 2 2 1 0 1 1 1 2 1 1 1 0 2
split_gain=45.8266 15.9851 22.0871 13.4936 10.014 9.21362 7.85272 7.3781 9.39103 6.79677 5.76503 5.72497 7.94256 5.31003 7.12854 5.11119 7.13636 4.82701 7.88078 4.12978 3.89224 7.83983 5.31952 5.84309 3.8667 3.79552 8.82918 4.04624 7.23934 3.87965
threshold=0.57944372925000021 43.680097826700013 0.42018203045000008 0.39091643965000006 0.53475943835000017 0.47883296910000012 0.50889194935000015 0.48386275860000011 44.169240047700008 41.942745071500006 43.426640904350009 38.244973486750006 0.40667944075000007 0.53158588065000012 0.54386096225000014 0.3975479776000001 0.39382054430000007 42.719328117250008 42.434124620650003 0.36698003050000011 0.54499865270000014 0.43590012275000006 0.45280081435000008 0.46280051495000007 47.927946529500012 0.32388251845000005 0.33750486510000005 0.3447052483500001 0.47464147780000004 38.064633603500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 15 9 7 8 -3 25 17 12 -6 -8 -15 16 -5 18 -11 -9 -13 -22 -23 -24 -21 -4 -27 29 -29 -28
right_child=-2 6 3 4 11 -7 13 19 -10 10 -12 20 -14 14 -16 -17 -18 -19 -20 24 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.01147654170770457 -0.010117641495691101 -0.017107145727791977 0.0088035204389139612 -0.012410526912736091 0.0062208152823604833 0.0044437930021651714 -0.013029321214290084 0.012030940054879098 -0.00083841634568705854 -0.01331818704376548 0.0087063484718264989 0.0046291953068114712 -0.0074631336190578617 0.00276452599580517 -0.0099843594793115886 -0.012705311499336519 0.001814611504403993 -0.012794999272045544 0.0044750319438014241 -0.0091440819521258834 -0.0052040658666781207 0.0048378249217984294 -0.011322401223380045 0.0036747889471213675 0.0093676777211234019 -0.011607016160727948 0.0099307675921689355 -0.012957820037370426 0.0020168841637653347 0.0012747017847712708
leaf_weight=13.425461262464522 42.783753141760826 4.5449446253478518 8.4620562642812711 5.8812997341156068 6.4356064945459392 247.90947809070349 11.589693561196329 6.7616512626409513 29.403176739811897 4.4278390556573921 3.2018689811229697 37.673142023384571 17.508403498679399 9.1283957473933715 10.420344416052101 9.0082203894853574 11.688490271568297 8.0769426859915239 7.3386672139167786 2.7025210559368134 19.561911046504974 34.363204039633274 5.4709289819002134 6.091141976416111 2.3320676982402802 5.3811328411102286 12.320237755775453 4.0990813001990309 28.374001227319241 10.762864701449869
leaf_count=298 879 52 21 80 21 822 194 15 201 49 17 116 153 49 148 114 65 104 40 36 111 119 43 25 7 42 31 50 94 38
internal_value=0.000405039 0.00117547 0.00185356 0.00221581 -0.000374717 0.00338553 -0.00330023 -0.000522909 -0.00301646 0.000547569 -0.00440861 0.000854769 -0.0037852 -0.00738029 -0.00403119 -0.0062545 -0.0029471 -0.0065248 -0.00222071 0.00665322 0.00193173 0.000379941 0.00275845 -0.00342157 -0.000569265 0.00219336 0.00127544 0.00252323 0.000126625 0.00589474
internal_weight=627.129 584.345 507.462 494.037 153.682 340.354 76.8828 45.7444 33.9481 92.4447 23.0453 127.104 23.944 31.1384 19.5487 26.578 17.5698 19.8434 11.7665 11.7962 103.16 65.4872 45.9253 11.5621 5.03459 69.3994 60.9373 55.5562 32.4731 23.0831
internal_count=4034 3155 2453 2155 847 1308 702 311 253 486 210 588 174 391 197 259 145 193 89 58 414 298 187 68 43 276 255 213 144 69
is_linear=0
shrinkage=0.010533


Tree=49
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 0 2 0 2 2 0 2 2 2 0 1 1 0 2 2 2 2 0 2 0 0 1 1 2
split_gain=30.8863 9.74378 15.5923 8.18604 7.81134 6.3428 6.30342 7.54844 7.42182 5.46306 5.2285 5.45428 4.89105 6.09743 4.9251 4.06727 7.0267 5.93751 5.22063 3.81472 3.81018 7.31738 4.11203 5.35474 5.02457 3.74035 3.60072 4.62618 3.9769 3.39746
threshold=0.4662734648500001 43.832725745850006 0.42018203045000008 0.38906020780000011 0.40301188585000008 0.47883296910000012 0.5223196910500002 39.051326806600009 0.5231430197000001 38.244973486750006 38.400997490450003 0.4784437592000001 47.709122305950011 45.295823381400005 49.122847560300009 0.53475943835000017 0.39591628995000006 0.39382054430000007 0.52366695610000014 37.828051409500013 42.719328117250008 43.426640904350009 42.488347682450005 0.47721625100000004 41.872294782850005 0.56859076075000015 0.52863686715000002 0.3975479776000001 0.4349121284000001 37.198331469900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 10 7 -5 -8 19 -4 20 13 -3 -14 16 17 18 -11 25 22 -22 23 24 -12 26 -10 -28 29 -29
right_child=-2 4 3 6 -6 -7 8 -9 9 15 11 -13 14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.016633479865277051 -0.015370697693183985 -0.0022259481636080431 0.0069575515545368021 0.00096609525180145082 -0.017033319916978484 0.0053814488153715026 0.01464385375889514 -0.030059839220474976 -0.015919537271109733 0.011391557594186563 -0.0016918134500061542 -0.018751283402448953 0.0079687927467471231 -0.01829547722442899 -0.0059141843706058119 0.0022534787468135279 -0.01849657002923186 0.013263769740930034 -0.015859180048476182 -0.020810802906728352 -0.018459901307558726 0.0094470840482011546 0.015958082699497559 0.0059930315396746654 -0.019742159461488641 -0.018024046777498155 0.012590768319355534 -0.015704662210923787 0.0084614107908856755 0.0031922698741263934
leaf_weight=10.714205905795096 28.791642729192972 21.217953268438581 21.882005788385868 3.8943137228488913 10.127078812569378 211.6679399907589 8.3193993493914586 3.7167564667761326 3.7436692640185454 2.4508432522416133 21.912364847958091 4.3207025751471511 16.341599628329281 7.8431562520563594 9.9829280823469144 104.90879975259304 6.6444806903600684 5.6458499282598487 5.6019435673952103 3.8135146684944621 6.9112347811460477 3.3993849456310272 4.1623986065387717 19.454696461558342 4.5096932612359515 4.0695450603961936 5.708335809409621 6.7510456591844541 4.3934677690267554 3.5054241418838501
leaf_count=301 757 205 90 21 252 763 21 40 32 7 110 28 51 125 69 471 92 17 72 47 101 22 18 66 56 75 18 60 25 22
internal_value=0.000350783 0.00117736 0.00194312 0.00236535 -0.00445776 0.00392915 -0.000327764 -0.014185 0.00030929 -0.000449152 0.000377503 -0.00184893 -0.00215836 -0.00656287 0.00270402 0.00101772 -0.00535504 0.00101922 -0.00756549 -0.00619337 -0.00063882 -0.00925904 0.00113739 -0.000207297 -0.00477263 -0.00421463 -0.00188295 0.000698224 -0.0039357 -0.00924613
internal_weight=576.406 547.615 482.102 471.388 65.5127 298.22 173.167 7.61107 165.556 157.237 86.5525 64.6705 55.3856 29.0611 26.3245 125.252 20.3431 13.6986 8.05279 31.985 60.3498 10.3106 50.0392 45.8768 26.4221 28.1715 24.1019 20.3583 14.6499 10.2565
internal_count=4034 3277 2575 2274 702 1254 1020 61 959 938 491 401 450 330 120 659 188 96 79 279 373 123 250 232 166 232 157 125 107 82
is_linear=0
shrinkage=0.0155729


Tree=50
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 0 0 1 2 1 1 0 0 0 2 0 1 1 1 2 2 1 1 2 2 2 1 1 0
split_gain=49.4114 16.8264 20.4952 15.6751 11.292 7.66766 7.1988 6.87275 7.05735 6.51854 6.35552 6.16229 9.63468 6.14713 8.82828 5.67519 5.56051 5.99151 5.23899 10.861 5.13869 6.17238 4.6745 10.1752 4.36232 4.27375 4.16831 5.31669 9.3192 4.15712
threshold=0.5718990449500001 0.42569084760000003 0.39091643965000006 0.53043322055000008 0.47883296910000012 41.872294782850005 0.57152480465000022 0.54499865270000014 0.4349121284000001 44.952171034750002 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.4778150355000001 0.47769527860000011 47.927946529500012 0.50278434775000014 0.36491422415000008 0.45368402140000008 0.46280051495000007 42.719328117250008 42.434124620650003 0.44805544745000009 0.43691805635000008 36.79544512155001 39.861052345600008 42.360359531950003 0.39408999735000005 0.39591628995000006 0.53833717555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 26 5 -3 7 29 -9 -1 16 12 -12 14 15 20 17 -6 22 -20 21 -7 23 -10 -19 -14 27 -4 -29 -5
right_child=-2 2 3 6 10 13 -8 8 18 -11 11 -13 25 -15 -16 -17 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0069262464338144016 -0.0063901325423278412 0.0017707876928148511 -0.0094433122861761493 -0.0015098417941647876 0.0036395691899853925 -0.0056966908435199005 0.0079766772552455432 -0.0041806146695040009 0.0052684277348715638 -0.0003890026576131195 0.00302020450118415 0.0025583630481362417 -0.0017751881707587824 -0.010532200090759248 0.011029979056359343 0.0063910686116295306 0.0071155973587414051 0.0029343641937646095 -0.0095555204148414542 0.003295018724734445 -0.0062617232976752571 0.0054646826864755658 0.0052395984602239603 -0.00780820883858061 -0.0068382888998944277 -0.011676451446240226 -0.0085910342698465661 0.0071246407135022276 -0.0059967290585183743 0.002997606540825223
leaf_weight=19.162760883569717 54.623897109180689 65.707841761410236 5.1962412372231546 15.377620629966257 169.99236367642879 5.1044866442680412 6.3945264518260947 32.83785492926836 7.0055462904274481 15.09570214897394 9.2153532132506388 46.467786073684692 4.1415226235985738 4.549538902938365 2.9268784672021857 3.5315974354743949 24.068907082080841 4.7711462751030904 7.3557909764349443 7.209356352686882 16.460279237478971 5.9283731132745743 14.469774439930914 6.2176434956490993 5.3796044439077377 5.7832039073109627 13.915056318044661 5.179695710539816 7.1088235229253769 43.000952251255512
leaf_count=354 977 252 62 99 543 49 16 228 24 81 30 157 19 40 5 9 64 15 100 27 205 28 40 41 28 52 247 13 85 144
internal_value=0.000374668 0.00101226 0.00133002 -0.000801616 0.00230611 0.000225896 0.000264882 -0.000104577 -0.00159317 -0.00404567 0.00310952 0.00109491 -0.00245804 -0.00241069 -0.0013224 -0.00248773 0.00375677 0.00330799 0.00041748 -0.00319485 -0.00362824 0.000300738 0.00231739 -0.000880305 -0.00224486 -0.00754472 -0.00555228 -0.00313393 -0.000465981 0.00181029
internal_weight=634.18 579.556 545.298 171.269 374.029 104.209 139.869 133.475 75.096 34.2585 269.82 65.6079 19.1401 38.5012 33.9516 31.0247 204.212 180.143 42.2581 14.5651 27.4931 11.0329 27.693 13.2232 10.1508 9.92473 31.3998 17.4848 12.2885 58.3786
internal_count=4034 3057 2622 1126 1496 588 719 703 460 435 908 258 101 336 296 291 650 586 232 127 282 77 105 65 43 71 407 160 98 243
is_linear=0
shrinkage=0.00744031


Tree=51
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 0 0 0 1 0 1 2 2 1 0 1 2 2 1 1 2 2 2 0 0 0 2 1 2
split_gain=36.2222 11.8557 16.5639 9.78362 9.07821 11.738 7.8012 7.03762 6.36582 8.01629 12.4529 5.95292 5.44001 6.55247 5.3459 5.31033 6.07123 5.27907 5.19524 5.1009 4.40108 5.59233 4.21707 4.08927 7.65289 6.57922 9.20428 5.04988 4.70477 5.14798
threshold=0.57944372925000021 0.43780126340000008 0.37078231190000005 43.89540535710001 0.48068920095000006 41.872294782850005 0.4778150355000001 0.47769527860000011 0.51191581090000016 0.37473428940000003 0.5054040298000001 0.32388251845000005 47.709122305950011 50.205949521800008 0.38906020780000011 0.50278434775000014 0.36491422415000008 42.753078181500008 41.385032804600009 0.3055746834000001 0.33750486510000005 39.458743938000005 36.79544512155001 38.244973486750006 0.5223196910500002 0.52432561900000019 0.53475943835000017 37.828051409500013 0.40667944075000007 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 8 5 18 7 -7 9 10 -4 19 -5 -14 -10 16 -6 -8 20 -1 -3 -22 -18 27 -25 -26 -27 28 29 -16
right_child=-2 2 3 12 15 6 17 -9 14 -11 -12 -13 13 -15 23 -17 22 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.01160458152585271 -0.0097523650802771259 -0.0072703366091729574 0.0097409546998823739 -0.011831814494801696 0.0047011506567998431 -0.0023441382872278985 -0.018379278227560376 0.015159038623656714 0.0051415416249918963 -0.017799196270821247 -0.014874511532936108 -0.012465805494056473 0.0025841607872483892 -0.012237252273430472 0.011176538122926195 0.009619688686544765 0.0035236885604606732 -0.0046039014842735367 0.0075798780367002955 -0.00052274923870210071 0.0060663534381175336 -0.00064699283336229778 -0.010303405121928925 -0.012680904434593424 0.0090525645188006681 -0.0067274677162892102 0.0016981833657271517 -0.014300540002431153 -0.0061205712711113738 -0.001809845627086496
leaf_weight=5.5735544227063647 37.02207762375474 5.551598221063613 5.2336797490715963 12.06782263889909 124.27792056649923 24.100953821092848 5.4234916120767576 2.8513220846652976 25.587019667029381 4.7652304396033278 4.0434779077768326 8.2527977153658849 10.000150233507155 4.9491957277059546 4.8799194246530559 22.324772275984287 4.5638168230652791 7.1696918830275536 22.683508776128292 26.671503137797117 26.448072031140327 28.736154220998287 5.2811320424079895 4.5242821089923373 11.008682832121847 16.66320987418294 105.50987907126546 4.0573549792170516 14.562870156019924 11.08264973759651
leaf_count=125 879 37 12 241 422 250 45 5 74 51 33 170 57 90 12 64 15 37 67 204 93 108 28 28 30 192 425 48 127 65
internal_value=0.000339579 0.00100814 0.00143706 -0.000599514 0.0031786 0.00103661 -0.00369097 -0.000492451 0.000161674 -0.00669266 -0.000987773 -0.0044817 -0.00657015 -0.00232268 0.000648097 0.00486217 0.00407028 -0.0105365 0.00327775 -0.00243824 0.001671 0.0025705 -0.00389359 -1.92351e-05 0.000794146 0.0012519 0.000549007 -0.00325806 -0.00179032 0.00216022
internal_weight=595.868 558.846 518.348 238.935 279.412 122.965 39.5455 26.9523 211.918 14.0424 9.27716 40.4979 27.0172 14.9493 197.876 156.448 134.123 12.5932 83.4193 32.2451 60.7358 55.1842 9.84495 172.289 137.706 133.182 122.173 34.5828 30.5254 15.9626
internal_count=4034 3155 2656 1485 1171 642 337 255 1097 96 45 499 388 147 1001 529 465 82 305 329 238 201 43 927 675 647 617 252 204 77
is_linear=0
shrinkage=0.0105353


Tree=52
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 1 2 0 2 2 0 1 2 2 0 0 2 0 1 0 2 1 0 2 2 0 2 1 0
split_gain=43.8489 14.5649 17.8872 11.375 10.7228 14.1849 7.21522 6.6096 6.02274 4.89309 4.77354 4.64857 6.75744 16.4289 4.94007 12.5174 11.3126 4.82459 4.44557 8.0933 6.27626 4.81801 6.87687 10.9768 6.54547 5.95051 4.27791 9.09079 8.21106 4.27009
threshold=0.5718990449500001 0.43780126340000008 0.37078231190000005 43.680097826700013 0.48068920095000006 41.872294782850005 0.36042334060000009 48.226196960950006 0.57152480465000022 41.385032804600009 48.96897326980001 0.50278434775000014 0.35862698720000002 38.625745710700009 41.319407281650008 0.48351845755000006 0.48637765340000011 42.67709657435001 0.51191581090000016 0.37473428940000003 0.5231430197000001 41.827117825850003 0.39814676205000005 0.52507409960000018 42.094663496250007 41.385032804600009 0.5223196910500002 36.79544512155001 0.38370108680000009 0.59897907245000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 8 5 9 -7 -1 18 -3 -9 12 14 -14 -6 17 -17 -16 19 -4 26 25 23 -23 -24 -22 27 -20 -29 -2
right_child=29 2 3 -5 11 6 -8 10 -10 -11 -12 -13 13 -15 15 16 -18 -19 20 -21 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0063100017622806917 -0.0046631048008016034 0.0018213824664442334 0.00035895357242423553 -0.0052554010816531355 0.006885096550760467 -0.0043319554440882204 0.0099532402582030739 0.0066865428685549426 0.009592505804191076 0.0066762620701053699 -0.0041206283326619755 0.0083076236132964901 0.0042798895595594763 -0.01368753192628059 0.0016937983054233262 -0.009402511443073195 0.0025794409755790755 0.0084379493370832573 0.0094183823457530749 -0.014311652207919155 -0.00073920758993115728 0.010867476688229037 0.010178596905559969 -0.011933277083190761 0.0014599121930527381 -0.00935630560818289 0.0091680086842196723 0.0050953969264646015 -0.0072809171749321213 -0.0098278611369904019
leaf_weight=29.825783997774124 23.520811825990677 62.22300298511982 8.6283229067921621 33.144884046167135 50.020210757851601 38.708012379705906 3.1043425649404517 6.7080583423376066 5.6875939518213263 23.152466408908367 6.5813188403844833 22.720087841153145 14.274362094700338 5.8241447210311881 12.371363803744314 9.5267834514379519 19.543171212077141 28.446233302354813 9.0566288568079489 4.7330834306776515 96.677091971039772 2.4567540884017927 10.211463630199431 5.6932864002883434 22.246319435536861 6.9841505363583556 9.3453182131051999 7.937771417200568 9.659368269145487 29.120718214660883
leaf_count=449 328 238 42 411 144 328 9 17 14 67 33 64 44 36 42 51 67 81 21 50 521 8 21 70 89 47 22 22 49 649
internal_value=0.000349928 0.00108256 0.00149824 -0.00036485 0.00299211 0.00103092 -0.00327136 -0.00395374 0.00044841 0.00313795 0.00133449 0.00452499 0.00391115 -0.000926709 0.00472206 0.00317392 -0.00134728 0.00639387 0.000179816 -0.00483789 0.000551726 -0.000288593 0.00234377 -0.0050602 0.00420288 -0.00131978 0.00391937 0.0020791 -0.00169817 -0.00752019
internal_weight=618.133 565.491 522.376 232.462 289.914 127.188 41.8124 43.1152 199.317 85.3755 13.2894 162.726 140.006 20.0985 119.908 69.8876 29.07 40.8176 193.63 13.3614 180.268 144.269 40.6078 8.15004 32.4578 103.661 35.9991 26.6538 17.5971 52.6415
internal_count=4034 3057 2558 1387 1171 642 337 499 976 305 50 529 465 80 385 241 118 123 962 92 870 756 188 78 110 568 114 92 71 977
is_linear=0
shrinkage=0.00901559


Tree=53
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 0 0 1 1 2 2 0 1 2 0 1 1 2 0 0 2 0 2 2 1 0 2 2 0
split_gain=31.1588 9.88574 12.5183 8.65668 10.6574 8.33485 6.60168 7.3964 5.89315 5.45399 5.26088 5.17737 4.98578 5.24345 14.1104 4.69611 7.45966 4.94321 4.59389 11.3204 10.7076 4.72956 4.23267 4.06267 4.09386 4.0343 4.11405 3.96913 3.89533 5.0105
threshold=0.57944372925000021 0.42569084760000003 0.37078231190000005 0.48068920095000006 41.872294782850005 43.680097826700013 0.4778150355000001 0.47769527860000011 0.31135295350000008 0.3055746834000001 41.385032804600009 42.753078181500008 0.50339810185000011 0.35862698720000002 38.625745710700009 0.51191581090000016 0.37473428940000003 0.38906020780000011 41.319407281650008 0.48351845755000006 0.48637765340000011 42.67709657435001 0.48447651265000008 40.563919884450009 40.94178426300001 0.34569324270000007 0.47808448850000007 42.753078181500008 47.927946529500012 0.45798030000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 10 15 7 28 9 -1 23 -8 13 18 -15 16 -4 -17 22 21 27 -20 -5 25 -25 -3 -27 -21 29 -6
right_child=-2 2 5 12 6 -7 11 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.014213713645114354 -0.011749426713751196 0.0048959185278795916 -0.00017267481784921096 0.0039601280170902496 -0.015112225242445702 -0.0070067115030106285 -0.022154693708367541 0.018940928950436624 -0.01512234786782532 0.0012751753920640827 0.0089795090334397858 -0.0051475269552257331 0.011938217116332292 0.0057936745212258146 -0.017029342882908756 0.0062093821103350478 -0.021019965265387006 -2.439860307338965e-05 0.0014982348164607759 -0.02189189644113965 0.0029909434023214364 0.011449838784881743 0.012129299906119979 -0.014623805622704055 0.0003396021642023171 -0.01700643128524049 0.0035038431578404169 -0.0048544751140153723 0.010132016687309965 -0.0015417810827127636
leaf_weight=5.074354235082871 33.945709489285946 42.70133101195097 8.4889320582151395 17.543975114822388 6.1557314097881415 30.735074922442436 5.2776352763175947 2.8333996832370749 8.7938010208308679 16.110121700912714 22.56159733235836 7.1607283651828766 18.078355006873608 14.938119627535345 6.6429180055856696 24.825914315879345 4.4358679577708235 165.75964949652553 11.878318451344965 5.0406880453228968 18.982675664126873 25.527305729687214 27.86518619954586 4.5789614766836158 9.6319974958896619 3.0919243060052386 3.5845257863402367 4.3017629906535149 3.304830163717269 18.491055697202682
leaf_count=125 879 143 42 59 104 429 45 5 209 101 71 37 55 48 39 72 50 892 42 32 69 81 85 31 38 35 12 19 9 176
internal_value=0.000360935 0.00111607 0.0015399 0.00339826 0.000925783 -0.000682831 -0.0043534 -0.00111691 -0.00615663 -0.00243491 0.00357446 -0.0123637 0.00551946 0.00464514 -0.00123154 0.00027223 -0.00732759 0.000787621 0.00578626 0.00358467 -0.00262865 0.00828966 0.00897311 0.00165672 -0.00448181 0.00342339 -0.00599465 -0.014047 -0.00315013 -0.00493111
internal_weight=578.342 544.397 514.418 280.173 129.374 234.245 43.2234 30.785 29.9783 21.1845 86.1503 12.4384 150.799 132.721 21.581 203.51 12.9248 190.586 111.14 65.7308 28.3251 37.4056 45.4092 63.5887 14.211 49.3778 6.67645 9.34245 27.9516 24.6468
internal_count=4034 3155 2720 1235 706 1485 376 294 435 226 330 82 529 474 87 1056 92 964 387 243 120 123 144 259 69 190 47 51 289 280
is_linear=0
shrinkage=0.0130285


Tree=54
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 1 0 0 1 1 1 0 1 1 1 1 1 0 1 1 2 0 0 1 1 1 0 2 2
split_gain=38.8328 12.8699 16.0978 13.9543 7.71971 6.85821 8.85511 6.53841 6.8414 7.52576 6.46839 5.83347 5.3673 7.23959 5.25104 10.9434 4.92191 5.48229 9.58453 4.92539 5.33018 11.7657 6.38831 5.19389 4.87126 4.82097 10.1721 4.51906 6.10131 10.1138
threshold=0.5718990449500001 0.43780126340000008 0.39091643965000006 0.53043322055000008 0.47883296910000012 0.44284602260000011 0.33204095685000007 0.57152480465000022 0.54499865270000014 0.4349121284000001 0.3447052483500001 0.32388251845000005 0.47700667645000011 0.34515433670000012 0.45368402140000008 0.46280051495000007 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.36945001650000003 0.35862698720000002 38.625745710700009 0.49336846205000007 0.49053920540000012 0.3055746834000001 0.44805544745000009 0.43691805635000008 0.59897907245000015 40.00488309970001 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=1 11 4 -4 5 -3 -7 8 -5 -10 -8 24 -12 -14 25 -16 19 18 -18 20 22 -22 23 -6 -1 26 -11 28 -2 -30
right_child=27 2 3 7 16 6 10 -9 9 14 12 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.013649707340812554 -0.01441715584021774 0.013458228944904761 -0.0088882882707349096 0.0031300006463234071 0.0054391448301630719 -0.016999106521975119 0.0060349958687733341 0.012990531945631793 -0.0070752038082177188 0.0089884793698579556 -0.0072707099198493011 -0.014642777766715468 -0.0089623354821773346 0.0038574285495172798 -0.016091383040994809 0.0056134664739564202 0.0051364279201691551 0.0040025522668850943 -0.012672415758345292 0.013628699371525405 0.0053712960615687165 -0.013886432468070435 0.01178110141837512 -0.0061658147392004078 -0.00077362937559580453 0.009017889161771462 -0.01295509627339945 -0.013485017380516341 0.0070970189591177098 -0.014200014204504299
leaf_weight=5.4625583663582793 8.4110552743077296 5.8568729758262625 29.823097042739391 57.98654929548502 125.59266867488623 4.7556369863450518 23.260481126606464 6.2187909334897986 32.535018444061279 6.9332360364496726 18.526025637984276 8.1913357526063901 8.8952356912195665 29.56351538002491 7.1819914765655977 7.2414853125810623 9.1412939727306384 45.365890368819237 9.635647773742674 11.292753517627714 16.468676388263706 7.0253900960087767 24.776325665414333 6.2860820963978759 27.626772578805685 14.548993073403834 6.2217580825090408 26.84593603387475 8.9941552765667421 5.6266531310975543
leaf_count=125 147 15 407 243 424 52 82 16 228 24 204 170 47 124 100 27 30 157 71 30 52 42 73 29 204 40 41 649 69 112
internal_value=0.000519959 0.00146401 0.0020004 -0.00115588 0.00353727 0.000417996 -0.000480524 0.000504725 -8.06286e-05 -0.00257416 0.00049843 -0.00522955 -0.00176153 0.000892308 0.000901992 -0.00519419 0.00464614 0.0016592 -0.00400243 0.00564692 0.00514657 -0.000387309 0.00597651 0.00488599 -0.00289928 0.00407584 -0.00138991 -0.0100114 -0.00596262 -0.0010989
internal_weight=606.292 556.414 515.133 168.691 346.442 90.8578 85.0009 138.868 132.649 74.6625 80.2453 41.2807 56.9848 38.4588 42.1275 14.4235 255.585 64.1428 18.7769 191.442 180.149 23.4941 156.655 131.879 33.0893 27.704 13.155 49.8778 23.0319 14.6208
internal_count=4034 3057 2558 1126 1432 524 509 719 703 460 457 499 375 171 232 127 908 258 101 650 620 94 526 453 329 105 65 977 328 181
is_linear=0
shrinkage=0.012459


Tree=55
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 0 2 0 2 2 0 0 2 2 1 1 1 0 2 2 0 2 2 1 2 1 1 1 0
split_gain=29.0418 9.6566 12.4528 10.0266 10.9928 10.5282 6.48869 6.23041 5.11989 5.06829 6.90149 6.04449 7.62357 5.06557 4.70721 4.33396 4.30039 4.77066 4.28452 3.9119 4.6878 6.89739 6.37791 6.92127 7.21609 4.99962 4.76402 4.35796 5.43365 5.76404
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.35471991855000007 0.34584293880000011 0.48597347385000006 0.55769288345000012 41.919251152600005 0.48637765340000011 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 39.577821550850011 40.241071441700008 0.35651627195000007 0.35862698720000002 0.36359689830000008 0.55481871800000016 42.599563320500003 41.975471476700008 0.57944372925000021 41.218101594450012 40.80591513400001 0.39542229275000007 41.827117825850003 0.46280051495000007 0.45368402140000008 0.44805544745000009 0.55074698365000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 15 9 8 13 11 -11 12 -3 -4 -6 -5 -7 -18 -12 20 21 22 23 24 -19 -24 27 28 29 -26
right_child=-2 6 3 5 14 16 -8 -9 -10 10 18 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.014326926414252612 -0.013196730190168864 -0.0052114200145454001 0.0074580127017123705 -0.00019874580206058866 -0.003308100846969874 0.012639434181587394 -0.012772373589447526 -0.0044582458029328587 0.015717833956974455 0.01467682794987378 -0.0018238343069496114 0.004146716110903754 -0.032358122993107891 0.00093990345857551563 0.010637515523272856 -0.023534302695713438 -0.015202129968930127 0.0036560323973513728 0.013528349982815617 -0.011564055104218818 0.0064525026250759863 -0.015012186439747631 -0.011453103987673839 0.0095475849283432179 -0.0013375020573539861 0.003267371416738715 0.010237290956032206 -0.017049568118156458 0.0070191440020376103 -0.01137486566122319
leaf_weight=8.3241054620593768 27.278359904885292 4.4509358033537847 31.815524280071259 2.1167195886373511 4.7986773103475562 5.6099297106266013 9.9579462483525258 20.053769968450069 6.1262713968753806 5.2444617301225653 87.53424446284771 3.7696550190448761 3.2661213949322701 68.366717301309109 54.073869489133358 4.5963922888040543 3.3931000009179106 74.189030341804028 3.440422609448432 4.4741058349609366 26.886726576834917 5.1259252838790408 12.618752755224707 18.286939799785614 36.311386436223984 6.2986339069902888 5.0354389548301688 3.9908360205590716 9.2621956914663297 14.610127069056032
leaf_count=255 757 42 100 10 27 18 176 133 17 14 769 20 24 260 190 62 19 277 13 31 110 103 86 58 211 31 15 44 31 131
internal_value=0.000390564 0.00107185 0.00201631 0.00234174 0.00468466 0.000477572 -0.0023505 0.00244081 0.00374223 -0.00138695 -0.000375525 -0.00985918 -0.0167008 0.0030099 0.00950081 -0.0161763 0.000972057 0.000675194 -0.00124326 0.000923356 0.00118613 0.000423754 0.00086186 0.00172927 0.000732241 -0.00655185 -0.00240189 -0.00339362 -0.00248808 -0.00421737
internal_weight=571.307 544.029 426.365 418.041 185.235 232.806 117.664 126.362 106.309 107.706 96.2191 11.4867 7.71706 100.182 58.8725 6.71311 226.093 220.483 90.9747 217.09 212.616 185.729 180.603 161.686 143.399 18.9174 69.21 64.1745 60.1837 50.9215
internal_count=4034 3277 2219 1964 727 1237 1058 510 377 882 796 86 66 360 217 72 1165 1147 782 1128 1097 987 884 767 709 117 432 417 373 342
is_linear=0
shrinkage=0.0134944


Tree=56
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 0 2 2 0 2 2 2 0 0 1 0 1 1 0 1 0 0 2 0 1 0 0 2 2
split_gain=25.6266 7.97688 10.9799 8.43143 9.75157 9.00114 5.8731 5.20156 4.54431 4.33639 4.17206 4.66708 5.68608 4.53589 6.09026 4.00859 3.92509 8.58989 4.34468 5.42508 7.18692 7.37249 6.26947 5.47312 4.52715 5.51758 5.21052 4.23421 6.36378 4.26189
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.35471991855000007 0.34584293880000011 0.48597347385000006 0.5681267027500001 39.577821550850011 42.67709657435001 0.49830843385000007 50.448116877400004 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 0.35651627195000007 0.50706565670000014 0.37668033890000002 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 40.280372415600006 0.52770875125000016 0.39045238170000002 0.57537199485000012 0.5654770815500002 42.434124620650003 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 15 10 -4 9 -6 11 13 -13 14 -3 -5 -7 -18 -19 -20 -21 -22 -23 24 25 -24 -26 28 -25 -29
right_child=-2 6 3 5 8 16 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 18 19 20 21 22 23 27 26 -27 -28 29 -30 -31
leaf_value=-0.016271814405710988 -0.014815834412240278 -0.0053874654749268662 0.0079885017278159779 -0.00020422701442834876 0.0049271025557141379 0.0055597845105295326 -0.017597602485184837 0.00072674878469991024 0.017240414548138142 0.01744364621084939 -0.017756613249417574 0.016198238773632093 -0.00084647366193121832 0.0031614744678875231 -0.033100028357084435 -0.026144542911235975 -0.016491745242466577 0.010776893738719795 -0.01722656360190861 0.014281690332153141 -0.019319938523347742 0.013715265414464084 0.0032323575651628609 0.002518362802198438 -0.00069422383932577999 -0.024388975491184479 -0.0169914413756714 0.017378589170591957 -0.013947081468537003 0.0023141781813359641
leaf_weight=7.5740196127444497 25.094683142378926 4.4281293749809247 31.298241578042507 2.1179197356104842 31.776855703443289 37.53419853001833 5.7749506793916217 93.412114609032869 15.984547451138495 8.2960091233253461 3.6949822157621375 4.9035430103540412 90.540293119847775 3.9336216300725937 3.2814108952879906 4.2710015214979649 7.1367529779672614 9.7236654907464963 4.1513131670653811 8.6666399985551816 4.6229844018816939 8.0114615932106954 2.660056769847869 46.516880013048649 59.398001205176115 4.8575776554644108 5.0597329363226882 8.2249408327043074 6.3390044160187236 9.7597360461950284
leaf_count=255 757 42 101 10 135 140 135 409 55 27 72 14 749 22 24 62 50 27 27 20 28 21 9 214 343 59 111 25 44 47
internal_value=0.000409508 0.00112507 0.00212081 0.00246073 0.00494985 0.000496321 -0.00244071 0.00254921 0.0102905 0.00751832 -0.0016506 -0.00109487 2.92191e-05 -0.0103095 -0.0171828 -0.0175454 0.00101399 9.2352e-05 0.000757307 0.000178308 0.000618562 -0.000143183 0.000444601 -0.000299836 -0.00329392 -0.0146154 -0.00197351 0.00274221 0.000543663 0.00920359
internal_weight=559.045 533.951 417.394 409.82 180.768 229.052 116.557 124.71 56.0574 40.0729 110.782 107.087 95.4438 11.6432 7.70954 6.38892 222.663 185.129 177.992 168.268 164.117 155.45 150.827 142.816 71.9754 7.51763 64.4577 70.8406 52.8559 17.9847
internal_count=4034 3277 2219 1964 727 1237 1058 510 217 162 923 851 763 88 66 72 1165 1025 975 948 921 901 873 852 522 68 454 330 258 72
is_linear=0
shrinkage=0.0154165


Tree=57
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 2 1 2 1 1 2 2 1 1 2 0 2 2 0 0 1 1 2 2 1 2 2 0 0
split_gain=23.0132 7.45062 7.26166 12.515 6.05285 4.98602 9.39434 4.20718 4.43795 5.55855 4.40211 8.05584 7.05302 4.43498 8.64251 7.10221 4.50147 3.77858 7.25038 4.1457 9.63236 3.44181 4.88079 3.38857 11.07 7.50124 7.07935 6.69728 6.07321 5.55919
threshold=0.59897907245000015 50.448116877400004 0.47721625100000004 0.37078231190000005 0.50278434775000014 32.051492741500006 35.171584490050009 0.36491422415000008 38.625745710700009 0.35471991855000007 0.34575312120000007 42.779078631750004 43.384297312450009 0.34545372890000009 0.34542378970000004 41.872294782850005 0.47997065955000012 43.680097826700013 48.86568841230001 0.53866650695000018 0.54386096225000014 0.34515433670000012 0.34467530910000005 41.827117825850003 41.605323437500005 0.44805544745000009 42.094663496250007 42.536568606950006 0.52507409960000018 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=1 2 5 4 7 -1 -7 8 -4 10 13 -12 -13 14 15 21 -17 23 19 -19 -21 22 -10 24 29 26 -25 -27 -28 -5
right_child=-2 -3 3 17 -6 6 -8 -9 9 -11 11 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 25 -26 27 28 -29 -30 -31
leaf_value=-0.019379689671488745 -0.013904580789785468 -0.014567064806379185 0.010243140136031217 0.00026256137559520508 0.011040876961895046 0.011019012202583146 -0.0033776201407928518 -0.0049744515596951283 0.0091237082508740866 -0.0089393194076559154 0.008518340793194485 -0.016629553304327461 0.0053786007380363498 -0.003468279146646372 0.016499894781815565 -0.015476064134277732 -0.00087778554568802424 -0.014150658143900565 0.007895624044243035 0.011440472574928438 -0.015945266717229963 0.0085491031738299198 -0.002847650187966073 0.009238341826731146 -0.022074953623985545 0.028342898692313188 0.0075081043064642193 0.0045530542972800191 -0.0063952889777428397 -0.014233090796970108
leaf_weight=2.920837612822651 19.022870890796185 5.3890955019742242 16.718150041997433 147.43828431144357 19.425181932747364 8.7613031081855279 75.835586242377758 10.028395116329191 9.0192400589585322 6.3649079129099837 50.590474233031273 4.4971321150660497 5.7484877929091454 21.291376009583473 7.75171174108982 5.3861068263649967 11.42163737118244 11.304955221712595 5.7479967363178721 4.4875395782291871 4.4150340370833874 19.997615784406662 17.07053579390049 12.184594251215456 4.1125267632305613 3.5253757406026107 7.3662766851484802 4.901249710470438 20.86206291615963 4.731481807306408
leaf_count=72 649 140 52 774 64 40 770 47 25 32 196 29 22 93 22 44 44 200 39 17 98 59 69 44 36 21 34 31 141 130
internal_value=0.000320505 0.000831755 0.000990153 0.00168418 0.00404913 -0.00247045 -0.00188663 0.00331849 0.0037914 0.00311362 0.00361577 0.00636268 -0.00428149 0.00179812 0.0033853 0.00176895 -0.00555586 -0.00041707 -0.00514911 -0.00885966 -0.00214088 0.00444025 0.00129085 0.000181709 -0.000764104 0.00320823 0.000852532 0.0145058 -0.00276715 -0.000188158
internal_weight=548.318 529.295 523.906 436.388 205.311 87.5177 84.5969 185.886 175.857 159.139 152.774 60.8361 10.2456 91.9382 70.6468 62.8951 16.8077 231.077 25.9555 20.2075 8.90257 46.0874 26.0898 205.122 156.282 48.8396 40.4129 8.42663 28.2283 152.17
internal_count=4034 3385 3245 2363 798 882 810 734 687 635 603 247 51 356 263 241 88 1565 354 315 115 153 94 1211 940 271 219 52 175 904
is_linear=0
shrinkage=0.0131635


Tree=58
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 0 1 1 0 1 1 1 2 1 1 2 2 1 1 2 0 0 2 2 2 0 1 0 1
split_gain=38.5493 13.7954 24.1401 10.7521 6.86018 6.79826 6.33083 5.63012 9.91373 5.58771 5.23546 6.20826 4.51172 4.51885 6.45578 6.27403 9.1766 7.43829 4.94742 8.46242 9.77076 5.38731 4.47976 5.7177 8.75022 3.65504 3.4515 9.2861 6.79251 10.7464
threshold=0.5718990449500001 0.47721625100000004 0.37078231190000005 43.89540535710001 47.709122305950011 50.205949521800008 0.50278434775000014 0.34452561300000012 0.33750486510000005 0.57152480465000022 0.32388251845000005 0.3055746834000001 0.36491422415000008 38.625745710700009 0.35471991855000007 0.34575312120000007 42.779078631750004 43.384297312450009 0.34545372890000009 0.34542378970000004 41.872294782850005 0.47997065955000012 0.59897907245000015 40.00488309970001 42.599563320500003 38.064633603500006 0.54646567465000018 0.44805544745000009 0.53833717555000005 0.39091643965000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 9 -5 -6 12 8 10 26 11 -1 13 -3 15 18 -17 -18 19 20 -15 -22 23 -2 -25 -10 28 -28 29 -4
right_child=22 2 3 4 5 -7 -8 -9 25 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0069863033061526737 -0.0072587295300527363 0.0054753187462546335 0.0013716818405451537 -0.0071956878103679751 0.0019620600625114837 -0.0073748787258127203 0.0058560462321345366 -0.0034598367779551452 0.0057725303356441727 0.0065961648034367363 -0.0066569745835760186 0.00019107095258474326 -0.0016215189820624741 0.0028640978075471155 -0.003840930553331629 0.0048724563575866008 -0.0073225145475763476 0.0031320494078766188 -0.0011744501402753368 0.0079586465851780863 -0.0076472343282578074 -0.00016880587759786594 -0.006831000619416272 0.0031460857622776488 -0.0070670791929802251 0.00031985511138372149 -0.0031906896133579508 0.0017766319521828726 0.0026146030977019573 -0.0030950195583884809
leaf_weight=5.7140573337674132 8.0509817004203814 19.196769945323467 56.6214509755373 13.149371236562731 10.139690302312372 4.4955946989357463 22.742959789931774 33.831804122775793 11.361594401299955 5.4890594631433478 7.7693777754902831 30.541588019579649 10.861832872033117 50.055565349757671 6.6938359141349784 60.731793992221355 4.783674091100691 6.2954655289649963 22.199298456311226 9.0339957252144796 5.7361010983586338 11.685288645327089 26.442974645644426 9.1118715293705446 5.2991724386811248 8.6472368836402875 35.890231505036354 25.864576146006584 47.823604479432106 34.696433015167713
leaf_count=125 147 52 206 239 54 77 64 379 33 14 96 210 47 153 32 196 29 22 93 22 44 44 649 69 112 39 219 104 154 310
internal_value=0.000313685 0.000781961 0.00123659 -0.000191802 -0.00388267 -0.000906015 0.00269078 -0.0013744 -0.000272576 0.000305081 -0.00194901 -0.000940116 0.00234347 0.00256274 0.00224724 0.00248623 0.00390751 -0.00138195 0.00145226 0.00221438 0.00144533 -0.00263113 -0.00506809 -0.00299273 -0.000609459 0.00341604 0.00013319 -0.00111024 0.00068506 -0.000325451
internal_weight=610.957 562.052 464.187 234.17 27.7847 14.6353 230.017 97.8657 64.0339 206.385 44.025 36.2556 207.274 196.412 177.215 170.521 71.8109 11.0791 98.7102 76.511 67.477 17.4214 48.905 22.462 14.411 20.0088 200.896 61.7548 139.141 91.3179
internal_count=4034 3057 2175 1377 370 131 798 882 503 1007 431 335 734 687 635 603 247 51 356 263 241 88 977 328 181 72 993 323 670 516
is_linear=0
shrinkage=0.00631991


Tree=59
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 2 1 0 1 1 0 0 2 1 1 1 2 2 0 1 1 2 2 0 1 0 2 0 1
split_gain=21.591 6.89181 6.66101 7.58647 7.14177 7.44334 6.22447 9.71036 6.17838 7.57141 5.50047 5.0386 6.87695 5.82824 4.86707 4.16307 7.70632 5.20706 6.6338 5.3115 3.60208 5.02943 3.43029 6.63554 3.5521 6.22641 3.79858 6.48738 4.99152 8.05383
threshold=0.59897907245000015 50.448116877400004 0.42569084760000003 0.37078231190000005 0.50278434775000014 33.96174662340001 38.400997490450003 0.36204005870000006 0.47883296910000012 0.35374689380000007 0.31135295350000008 0.4778150355000001 0.47736594710000008 40.636252116050009 0.3055746834000001 0.34575312120000007 0.34545372890000009 41.50623664750001 42.824128352900011 0.48200652675000005 0.32388251845000005 0.34219035360000005 43.680097826700013 47.709122305950011 0.51191581090000016 0.37473428940000003 0.5231430197000001 38.244973486750006 0.52863686715000002 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 -7 8 11 15 14 12 20 -13 -1 16 17 -10 19 -19 -8 -22 24 -24 25 -5 -26 28 -28 -30
right_child=-2 -3 3 22 -6 6 7 -9 9 -11 -12 13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.013449788415035557 -0.013120386727285362 -0.01369152039011394 -0.016094845575880805 -0.0001081100032758463 0.010143526040188453 0.0073062003453978662 0.005500665276330181 -0.015675091443729614 0.0083534725828756252 -0.010375709739930124 -0.014406166895088198 0.0012608756361578994 0.0082915601485947579 -0.015171618444195923 0.0013910927420354925 0.0068523732610890889 -0.0048449279870507343 0.00013377566629899686 0.0073172490501403897 -0.017349604416167008 -0.01651723047093347 -0.0017967049230340087 -0.010078309822357736 0.0029128527118876825 0.0043588943957015161 -0.019011432955832654 -0.016523325158453804 0.0010576841393663717 0.0081140882718270333 -0.0069092982181059477
leaf_weight=4.3518357779830756 17.960406497120857 5.06516552530229 3.4299199283123007 8.1522667333483678 18.621650703251362 34.351301990449429 8.6428948566317541 4.9471381995826951 27.601707220077515 5.717635251581668 7.1890652012079945 6.1014762073755247 13.98667837679386 7.4416483603417873 16.246861945837736 54.753015428781509 17.669859334826469 7.3848927989602107 10.766607195138929 4.2538603097200394 4.0643382668495169 31.911723529919982 14.840941371396186 10.377455431967972 33.589909370988607 4.0517146680504075 5.0334366485476485 125.8519320320338 7.4351754412055042 21.776129866018891
leaf_count=125 649 140 30 42 64 119 32 47 87 30 209 21 46 57 101 213 79 30 33 25 53 269 285 69 114 50 44 695 24 252
internal_value=0.000316841 0.000776001 0.000916778 0.00125157 0.00270497 0.00213499 0.00239596 0.00157414 0.00200018 0.00364261 -0.0050201 -0.000917038 0.000666241 -0.00776842 -0.0017443 0.00429728 0.00223012 0.00473007 0.000266323 -0.00625624 -0.00172406 -0.00345973 -0.00039386 -0.0047324 0.000137544 -0.006384 0.000548459 -0.000251008 -0.00506055 -0.00308538
internal_weight=543.569 525.608 520.543 492.755 261.646 243.025 239.595 205.243 200.296 128.148 27.7878 72.1488 58.6056 13.5431 20.5987 122.43 67.6769 50.0071 22.4054 11.6388 44.619 35.9761 231.109 25.2184 205.891 12.204 193.687 160.097 34.2447 29.2113
internal_count=4034 3385 3245 2810 1235 1171 1141 1022 975 497 435 478 400 78 226 467 254 175 88 55 354 322 1575 354 1221 92 1129 1015 320 276
is_linear=0
shrinkage=0.0124631


Tree=60
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 2 1 1 2 2 0 0 1 2 0 0 2 0 2 2 2 0 1 2 0 2 2 2 2
split_gain=45.3651 16.6658 25.5611 13.6727 10.1069 8.92426 7.80359 7.71943 7.30836 6.57585 5.81244 5.70983 6.74023 6.00128 4.65957 5.26534 5.24659 7.47187 4.32675 5.49024 9.38584 4.19888 5.8784 5.47943 7.63759 3.99223 3.79516 6.43463 3.78785 3.69482
threshold=0.5718990449500001 0.47700667645000011 0.39072183470000005 0.53475943835000017 0.34512439750000007 0.42569084760000003 43.89540535710001 0.39587138110000003 0.39408999735000005 48.226196960950006 40.750688432250008 0.54228915300000013 0.56719858685000013 0.46280051495000007 39.952536079750011 0.47396784530000008 0.44284602260000011 42.488347682450005 0.59897907245000015 40.00488309970001 42.599563320500003 40.890797847750008 0.54499865270000014 0.42473279245000012 41.827117825850003 0.37331217625000007 44.421469061800003 47.927946529500012 42.536568606950006 34.466665687600006
decision_type=2 2 2 2 2 2 2 2 2 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 26 7 5 9 10 8 -4 25 11 -5 13 -13 15 -7 -16 -18 19 -2 -21 -12 -23 -24 -25 -1 -3 -28 -26 -27
right_child=18 2 3 6 -6 14 -8 -9 -10 -11 21 12 -14 -15 16 -17 17 -19 -20 20 -22 22 23 24 28 29 27 -29 -30 -31
leaf_value=0.0041385987748051023 -0.006324360651151926 0.0021793578389454329 -0.0027754806823779461 0.002080078104815454 -0.004641727362751283 0.0011426828205943467 -0.0040852616400638368 -0.0052213446585594892 0.0045215361659377085 0.00068394502840764477 0.0055209044376330714 -0.0033918712868892783 0.0026620868858041619 0.00381364127569664 0.002757382040843962 0.0067731557591250565 -0.0079772847652862383 0.0011209280023176259 -0.0059597224726928716 0.0024737881261565511 -0.0062202018847654743 0.0034705959790152247 -0.0047487058877064654 -0.0039944643693020365 0.0056716373907620063 -0.0005717854423241362 -0.0047032515967038932 0.0033418010905288753 0.00023346828329853569 -0.0063514867499358946
leaf_weight=1.5103184543550039 8.6947260312736052 294.08880297839642 13.958919055759909 18.977784968912601 21.991592805832624 16.03130400180817 10.972198355942963 24.561611652374268 5.7937006950378409 11.870054915547369 8.4613223448395711 31.138765320181847 9.1873994693160039 3.8773494586348525 7.3120913282036808 7.1703591495752326 5.1658265516161901 5.6240158304572105 29.517791260033846 9.5245112366974336 6.0615279451012603 22.084353037178516 6.3718338832259205 6.4124834313988712 8.0925711691379529 4.2273629233241108 6.3807240799069387 5.5410147458314896 7.2378368079662314 15.030681803822516
leaf_count=15 147 1011 117 64 280 56 143 337 18 45 20 205 36 12 25 15 49 45 649 69 112 62 38 33 18 60 54 16 31 252
internal_value=0.000242532 0.00068824 0.00110112 -0.000550102 -0.00139109 -0.000424299 0.000326414 -0.0031771 -0.000635171 -0.0025588 0.000723698 -0.000425742 -0.00150156 -0.002594 0.0012624 0.00288275 -0.000814439 -0.003235 -0.00455493 -0.00284715 -0.00090737 0.00196172 0.00136181 -0.000294666 0.00101061 -0.00441218 0.0020569 -0.000964052 0.00310415 -0.00508278
internal_weight=632.871 579.072 483.139 177.128 95.9336 73.942 132.814 44.3142 19.7526 32.6384 121.842 63.1813 44.2035 35.0161 41.3036 23.2017 18.1019 10.7898 53.7986 24.2808 15.586 58.6604 50.1991 28.1147 21.7429 20.7684 306.011 11.9217 15.3304 19.258
internal_count=4034 3057 2215 1134 842 562 662 472 135 372 519 317 253 217 190 71 119 94 977 328 181 202 182 120 82 327 1081 70 49 312
is_linear=0
shrinkage=0.00546169


Tree=61
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 2 1 1 2 2 2 2 2 2 0 0 1 0 0 2 2 2 1 0 0 2 2 1 1
split_gain=20.899 6.06128 8.69756 6.35637 6.22611 5.22476 5.47826 5.04266 4.03644 4.0071 9.07156 6.60861 6.13917 5.61142 7.22985 5.27136 5.04876 4.7661 3.51938 5.51365 3.4749 3.48981 6.65847 3.41767 3.38646 9.60452 3.95969 3.22091 15.7428 5.74226
threshold=0.4662734648500001 0.43780126340000008 0.37078231190000005 0.50278434775000014 43.89540535710001 47.709122305950011 49.122847560300009 0.32388251845000005 0.3055746834000001 42.779078631750004 42.67709657435001 42.198888176300009 43.018222997350009 43.047778594550003 43.157831852650006 0.4815274992000001 0.48386275860000011 0.36042334060000009 0.51191581090000016 0.5054040298000001 44.952171034750002 44.169240047700008 43.680097826700013 0.34518427590000006 0.47396784530000008 0.44284602260000011 39.110279783550006 38.625745710700009 0.35471991855000007 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 9 18 -6 -7 8 -1 10 11 24 15 -14 -15 -11 17 20 19 -4 21 22 -16 -13 25 -3 -27 -26 29 -29
right_child=-2 2 4 -5 5 6 -8 -9 -10 12 -12 23 13 14 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.014791468565880208 -0.012881379075786915 0.014197151007587708 0.00069317210024223057 0.010955859732995928 -0.015112860295651297 0.0059849531215909199 -0.010998115259612683 -0.01606940937886674 -0.00021338833003795263 -0.002826790832656564 0.012564337465980149 0.0068893826081741711 0.016094165784739257 -0.019024255342839747 0.0012896761886626719 -0.027022489094921047 0.011290574445587969 0.013495694494673654 0.00061619087602690983 -0.01796193827963577 -0.016937222077679403 0.0074496314229424501 -0.025333487242240462 -0.009945911934946438 0.0082194125153046659 -0.0034170044010624003 -0.019504322816356306 0.0023801498900410984 -0.019178325537620933 0.010034286144275964
leaf_weight=4.1776619553566006 21.67970740608871 4.956795588135722 7.3340189419686777 18.084084965288639 9.5895924530923384 7.6466348152607662 6.7973726186901331 5.9826409295201293 25.952392121776938 3.992462493479251 18.229921199381351 2.8521652631461611 4.107842117547988 3.7202809788286713 5.5485701821744531 2.9786697998642921 7.225683979690074 3.1101204082369796 195.05473892204463 5.0812510475516319 3.6487941779196253 4.8923463448882094 2.620285376906395 11.479551821947096 26.577177502214909 9.9971270188689214 4.0824602954089633 83.076675221323967 5.8074170649051657 23.915308140218258
leaf_count=125 757 15 44 64 243 41 134 170 204 32 74 18 11 42 38 22 20 10 1093 52 67 26 24 78 89 58 47 308 37 91
internal_value=0.000358947 0.000912535 0.00131971 0.00309502 -0.000604371 -0.00723652 -0.00200731 -0.00452664 -0.0022347 0.00248443 0.0033297 0.00235516 -0.00137326 0.000983907 -0.00103359 -0.0131653 0.00144111 -0.00214964 0.000163906 -0.00694189 -0.0050616 -0.00174401 -0.00725011 -0.00659551 0.00316494 -0.00228055 -0.00808162 0.00390869 0.00289302 0.00409104
internal_weight=540.2 518.52 482.407 250.904 231.504 24.0336 14.444 36.1127 30.1301 232.82 190.975 172.745 41.8451 34.8739 30.7661 6.97113 27.0458 19.8201 207.47 12.4153 16.71 13.0612 8.16886 14.3317 158.413 19.0364 14.0796 139.377 112.799 106.992
internal_count=4034 3277 2778 1171 1607 418 175 499 329 1107 815 741 292 238 227 54 185 165 1189 96 155 88 62 96 645 120 105 525 436 399
is_linear=0
shrinkage=0.0137644


Tree=62
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 0 1 1 1 1 1 1 1 0 2 2 1 1 2 2 2 0 1 2 2 2 2 2 2
split_gain=37.3739 13.7323 24.9315 14.1662 10.9869 10.2851 8.21395 10.8075 8.42184 10.6368 6.18624 6.8735 5.33547 10.8023 7.86048 4.97483 6.95835 4.12554 18.4159 4.42327 3.88932 6.61363 3.72062 3.60383 5.36367 8.10441 3.0362 2.9549 2.75271 2.69773
threshold=0.57619532350000013 0.47700667645000011 0.39091643965000006 0.53475943835000017 0.34452561300000012 0.33750486510000005 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.46280051495000007 0.32388251845000005 0.31761025120000003 0.39587138110000003 0.39408999735000005 0.5296248615500001 44.952171034750002 35.171584490050009 0.44805544745000009 0.43967246490000006 42.283941020600004 44.421469061800003 47.927946529500012 0.5681267027500001 0.40509266190000009 39.952536079750011 42.094663496250007 38.064633603500006 37.198331469900005 36.728658719300007 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 20 12 5 10 27 23 17 -10 11 15 13 14 -4 16 -1 18 19 22 -3 -22 -9 -8 -25 -26 -7 -5 -14 -6
right_child=-2 2 3 6 29 26 7 8 9 -11 -12 -13 28 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0055553816439500399 -0.0058458809244869179 0.0025872638604712561 -0.0083669082149850204 -0.0023192669425161857 -0.006172058663504146 0.0061571047211380009 0.00095433767031655311 0.0014545282763541913 -0.0087195422943911732 0.002235312833826658 -0.0071589497870076504 0.0039657148253106709 0.0010298981587661946 0.005856918386966733 0.0062064543481366733 8.943258768125695e-05 -0.0079530264696725961 0.0049827398672165355 -0.011161421913234272 -0.001752410287006364 -0.0062460640236033536 0.0038291232090935335 0.0084199853852301911 -0.0087833781429335952 -4.749397793196881e-05 -0.010526672932622353 0.00092588757213619662 0.0029287029488176478 -0.0070244073589439395 -0.00081695763075031059
leaf_weight=2.0325105451047447 39.888766724616289 288.70423703640699 8.166150815784933 5.284513607621192 21.534294445067648 11.366548474878075 5.4966575168073168 5.830945283174521 7.9183633476495725 7.7638229951262474 7.9402601718902579 10.177859194576738 2.0622017979621914 5.9007758237421504 2.047366350889205 15.11174104362726 9.9093156270682794 16.660904116928577 4.6751312464475623 5.0614691600203505 5.9307857751846296 5.6050266996026039 8.1080640703439695 10.149106860160829 12.929022371768953 4.3666247427463523 8.6352136209607107 46.511045169085264 20.872081357985735 5.157198339700698
leaf_count=17 920 1025 96 27 283 33 42 24 109 32 96 46 18 18 7 77 195 45 42 29 54 17 20 96 55 39 37 158 319 58
internal_value=0.00037816 0.000812266 0.00126308 -0.000695413 -0.00154348 -7.16145e-05 0.000287805 -0.000938068 0.000839491 -0.00329609 -0.00182963 -0.000693063 -0.00423955 -0.0013068 -0.00544558 -0.00244575 -0.00565388 0.00244734 0.000663137 0.00357261 0.00243596 -0.00135073 0.00550621 -0.00396091 -0.00494534 -0.00269317 0.00389867 0.00239327 -0.00630018 -0.00513737
internal_weight=611.798 571.909 480.044 179.804 91.8649 65.1734 140.756 88.9601 56.0187 15.6822 45.1717 37.2314 39.0486 16.1143 10.2135 27.0536 11.9418 40.3365 23.6756 19.0005 300.24 11.5358 13.939 32.9414 27.4448 17.2956 20.0018 51.7956 22.9343 26.6915
internal_count=4034 3114 2272 1176 842 501 718 533 301 141 431 335 458 121 103 289 212 160 115 73 1096 71 44 232 190 94 70 185 337 341
is_linear=0
shrinkage=0.00665049


Tree=63
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 0 0 2 1 1 1 1 1 2 0 2 2 1 1 0 0 0 2 2 2 2 2 1 0
split_gain=38.9871 14.9204 26.7412 16.9517 7.82157 7.05881 7.4612 7.04734 6.9398 6.9356 6.60476 9.7036 5.85537 6.79889 5.12839 5.19737 4.74898 6.27382 4.48599 9.20404 4.68662 4.29203 4.07751 5.68167 8.39279 3.93528 3.81969 5.97484 3.68599 8.65272
threshold=0.5718990449500001 0.47721625100000004 0.39091643965000006 0.53475943835000017 43.89540535710001 41.827117825850003 0.57152480465000022 0.54646567465000018 42.094663496250007 0.46280051495000007 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 41.178189531300006 0.56719858685000013 44.952171034750002 35.171584490050009 0.39587138110000003 0.39476362980000007 0.5296248615500001 0.47700667645000011 0.59897907245000015 40.00488309970001 42.599563320500003 40.844669808050007 44.421469061800003 47.927946529500012 0.44805544745000009 0.54562737640000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 26 18 5 6 7 -5 -7 14 11 12 13 16 15 25 17 -1 19 20 -4 -12 23 -2 -25 -9 -3 -28 29 -10
right_child=22 2 3 4 -6 8 -8 9 28 -11 21 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0045171729895363763 -0.0071554241973813843 0.0025781273627309069 -0.0064050689840643819 0.0014037531702600732 -0.0047482203921448973 0.0073143140485081833 0.0066589353549467651 -0.0048947248281560963 0.0035010343717730985 0.0034599449970550795 -0.00480130522595177 0.0034120962820217214 -0.0067008917734284867 0.0035636934528145889 -0.010586483246928206 0.0023320558594268148 -8.6347664587063297e-05 -0.0074188227856286709 -0.0059435913149185815 0.006182295806570046 0.003690353518451902 0.0002209097865795473 -0.0066676918237184978 0.0027728615846820594 -0.0069753202235261613 0.0014765795619295489 -0.0056629347186278999 0.003431618238112652 0.0051944548958632918 -0.0049711970834306982
leaf_weight=2.0419286079704788 8.2917888797819632 285.34267232567072 9.4044295586645585 36.269628137350082 10.319167919456957 10.731500484049318 5.8030681163072577 22.175562240183357 11.10773621499539 6.7706731855869284 25.603395525366068 20.034466397017241 7.6478828415274611 10.138776611536739 3.4080752730369559 6.5299899578094474 15.051457457244394 9.6793078258633596 23.242090497165918 4.1970430910587302 2.1664071008563033 8.7400945574045164 25.178467877209187 9.3679602295160276 5.2924533300101748 4.4583710879087439 5.5465425886213762 5.5177328139543533 7.1425255164504042 7.8978620022535315
leaf_count=17 147 989 103 132 142 21 14 165 33 23 341 72 96 46 24 27 77 195 337 10 8 38 649 69 112 15 50 17 20 45
internal_value=0.000398862 0.00085277 0.0013143 -0.000629518 0.000425255 0.000861789 -0.000115077 -0.000608846 0.00312427 -0.00229301 -0.00133054 -0.000164746 -0.00177294 -0.000751893 -0.00335807 -0.00261525 -0.0023862 -0.00533948 -0.00421521 -0.00166756 -0.0045149 -0.0035232 -0.00494807 -0.00306166 -0.000746261 -0.0038282 0.0024398 -0.0011275 0.00140462 -1.96396e-05
internal_weight=615.099 566.968 468.031 171.624 132.614 122.295 85.4154 79.6123 36.8796 43.3427 98.9373 64.5938 44.5594 36.9115 36.572 33.1639 26.7727 11.7212 39.01 15.7679 11.5708 34.3435 48.1307 22.9522 14.6604 26.6339 296.407 11.0643 26.1481 19.0056
internal_count=4034 3057 2175 1119 661 519 400 386 119 254 882 503 431 335 231 207 289 212 458 121 111 379 977 328 181 180 1056 67 98 78
is_linear=0
shrinkage=0.00618797


Tree=64
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 1 0 2 2 1 0 0 1 0 0 0 2 2 2 1 2 0 1 0 2 2 2 2 0
split_gain=49.1473 18.6558 33.1748 14.2397 6.30352 6.08351 10.9365 5.89328 5.82493 7.12084 4.63459 11.6551 8.68714 8.28325 6.04527 8.46663 4.53247 4.51087 4.40998 4.33961 7.51027 4.30566 6.39608 11.7062 4.07532 5.09961 8.54717 4.06829 7.32472 4.94891
threshold=0.5718990449500001 0.47721625100000004 0.37078231190000005 43.680097826700013 0.50339810185000011 0.34452561300000012 0.33750486510000005 0.57152480465000022 48.226196960950006 48.96897326980001 0.39091643965000006 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.51191581090000016 0.5054040298000001 0.47700667645000011 42.094663496250007 38.064633603500006 39.952536079750011 0.41236789315000005 41.898943182100005 0.42018203045000008 0.32388251845000005 0.59897907245000015 40.00488309970001 42.599563320500003 41.827117825850003 39.458743938000005 0.56341127510000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 -3 6 8 10 21 -10 14 -12 -13 17 15 -4 -7 19 -8 20 -14 22 -1 -24 25 -2 -27 28 -15 -30
right_child=24 2 3 -5 -6 16 18 -9 9 -11 11 12 13 27 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0070252870559405411 -0.0074121470725511413 0.0027893501969070301 0.0022274271681855706 -0.003993485373717803 0.0064392763363153565 -0.0049615969440930351 0.0059946388815060167 0.0068248620126770262 0.0057090014607979519 -0.0034370090270257119 -0.0040223959554912285 0.0027344655548855444 0.0047186757414792065 0.0023725307655828877 0.0027585427979936994 -0.0087734395144429822 0.00031356006246880536 -0.01086662926591267 6.6229169367246199e-05 -0.00015442001552660111 -0.0082434799943091625 -0.0063345948350688628 0.0054104288220295929 -0.006671336889008052 -0.0070222348738926523 0.0024589409259444211 -0.0072874961441636342 0.0038325581006591453 -0.0013759095044650028 -0.010573624251258273
leaf_weight=6.3154045864939716 8.763738155364992 223.09703757613897 6.8820420205593091 35.582765318453312 21.314681932330132 27.266392201185226 11.957378029823305 5.7107562571763983 7.366789758205412 6.6690441519021988 29.185204531997442 44.211813524365425 2.3092069178819719 14.76388391107321 46.987081333994865 4.9427539706230164 8.8779591172933561 3.1438148319721213 9.0750805027782899 12.868291005492209 9.0064616128802282 13.63562151044607 8.5578892827033979 5.3647003993391982 30.187717147171497 9.592234365642069 6.0225955434143534 13.368434086441992 6.8008318468928319 3.7217286452651024
leaf_count=134 147 743 22 411 55 341 33 14 17 33 266 138 9 63 141 43 38 23 39 55 90 186 21 40 649 69 112 42 29 31
internal_value=0.000374482 0.000913853 0.00144568 -0.000250484 0.00310765 -0.00153508 -0.000417959 0.000402703 -0.00211015 0.00136333 0.000217653 -0.000419309 0.000534975 -0.000938798 0.00172721 -0.00237093 -0.00366589 -0.00364091 0.00343665 -0.0027016 -0.00559827 -0.00354942 -0.00167286 0.000755041 -0.00544743 -0.00349738 -0.00130023 0.000971509 -0.000541069 -0.00462905
internal_weight=643.549 588.983 483.897 239.485 244.412 105.086 68.9419 203.902 47.9094 14.0358 198.192 139.38 110.194 65.9827 58.8119 11.8248 36.1444 27.3278 21.0325 24.184 11.3157 33.8736 20.238 13.9226 54.5663 24.3786 15.6148 38.6549 25.2864 10.5226
internal_count=4034 3057 2175 1377 798 882 503 966 431 50 952 746 480 342 206 65 379 177 72 154 99 381 195 61 977 328 181 165 123 60
is_linear=0
shrinkage=0.00641236


Tree=65
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 1 1 1 2 2 0 2 1 1 1 2 2 2 2 2 2 0 2 2 0 0 2 2
split_gain=22.6675 7.84834 12.9256 9.82251 5.14568 7.68812 5.35901 6.07155 4.62667 9.55607 4.43674 8.48987 4.28435 4.12897 5.59261 8.08448 3.97086 4.53303 7.08017 3.90053 3.80762 3.63677 7.6261 3.47078 6.13242 3.31134 5.72972 6.38326 4.33476 6.66368
threshold=0.4662734648500001 0.39091643965000006 0.47721625100000004 0.53043322055000008 0.54499865270000014 0.4349121284000001 0.43837010870000009 0.44805544745000009 0.45368402140000008 0.46280051495000007 32.051492741500006 35.171584490050009 0.5681267027500001 42.360359531950003 0.39408999735000005 0.39591628995000006 0.40509266190000009 39.952536079750011 42.094663496250007 36.728658719300007 37.198331469900005 41.243661560350013 40.80591513400001 0.58415915690000009 42.402981339000007 48.226196960950006 0.42569084760000003 0.37331217625000007 42.719328117250008 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 13 20 16 12 21 -9 23 -1 -12 -7 14 -3 -16 -6 -18 -19 -17 -5 22 -8 -10 -25 26 27 -13 29 -28
right_child=-2 3 -4 4 5 6 7 8 9 -11 11 25 -14 -15 15 19 17 18 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.020326232952294094 -0.013783408953454233 -0.018058998636824013 0.0039803037684229478 -0.0075072770457365783 0.0039234845245375276 0.0015867147482438164 -0.021115869420611874 0.0063596762182881903 -0.01852959248914025 0.0095973164696730728 0.011801152986189462 0.018995978574925486 0.017176205421177766 -0.016463913185552802 0.014520234918455449 0.0096587799924665318 -0.018422685418101169 -0.00036012110350196208 -0.022036822848664275 -0.017201382322201444 0.0048086780868598729 -0.022404703675823173 0.013828822821204803 -0.015983258799771097 0.031939656223408747 0.0029045224861543994 -0.0020560997476753873 -0.016528725962816362 -0.010065293489501373 0.019255995530163855
leaf_weight=2.8783514630049458 22.750278746709228 4.7734659649431732 266.95030121877789 6.0027354508638373 5.0860419832170036 8.5362318828701955 2.7368690222501737 18.060910902917385 7.3222208824008721 6.319205939769744 8.7356190308928472 1.1877747625112522 6.7565851062536231 10.938356364145873 5.067555904388426 1.5457641594111917 9.2887245044112223 12.965296961367132 4.2903318107128134 4.5943736452609301 50.976365450769663 4.070562195032835 2.6103527247905731 1.5619720220565798 0.90064547769725312 14.428134091198443 33.506032045930624 12.162385115399955 12.360341932624577 3.4630811512470236
leaf_count=72 757 62 1056 36 43 36 39 86 121 27 40 13 26 247 13 14 104 57 45 71 205 53 8 38 15 53 194 308 184 11
internal_value=0.000512971 0.00112655 0.00237284 -0.00141505 6.79275e-05 -0.00209982 0.00102481 -0.00158918 0.0012771 -0.00442308 -0.00246379 -0.00186486 0.00847437 -0.0095399 -0.00480073 0.00084609 -0.00791589 -0.0101844 -0.00574968 -0.0104394 0.00351119 -0.0119872 -0.00405692 -0.0134777 0.00154344 -0.0034131 -0.00486734 -0.0133681 -0.00256677 -5.96895e-05
internal_weight=552.827 530.077 355.672 174.405 147.485 90.506 58.8756 43.5827 34.165 16.104 88.7217 85.8434 15.2928 26.9195 15.9812 11.2077 31.6304 26.5444 17.2556 6.14014 56.9791 9.41778 5.34722 9.78484 2.46262 77.1077 62.6796 13.3502 49.3295 36.9691
internal_count=4034 3277 1931 1346 939 698 449 387 287 201 875 803 62 407 160 98 249 206 102 85 241 100 47 174 53 763 710 321 389 205
is_linear=0
shrinkage=0.0146266


Tree=66
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 1 2 2 2 1 1 2 2 1 2 2 2 0 0 2 2 2 1 0 0 1 0 0
split_gain=25.6127 8.53959 14.9506 10.6082 4.54338 8.28145 6.53458 8.90496 4.52872 8.74824 4.16687 5.56658 8.24234 3.91023 3.86644 3.78002 4.57808 7.11857 3.7644 6.34648 6.24265 4.94948 6.64173 6.63977 5.0452 6.93407 3.17601 4.35368 2.71685 2.76281
threshold=0.57944372925000021 0.39091643965000006 0.47721625100000004 0.53043322055000008 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.46280051495000007 32.051492741500006 35.171584490050009 42.360359531950003 0.39408999735000005 0.39591628995000006 37.198331469900005 36.728658719300007 0.40509266190000009 39.952536079750011 42.094663496250007 48.226196960950006 0.42569084760000003 0.37331217625000007 42.719328117250008 42.488347682450005 41.872294782850005 0.32388251845000005 0.47396784530000008 0.53833717555000005 0.4019490434500001 0.52366695610000014 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 10 13 15 -7 -8 -1 -10 11 -3 -13 -5 -14 -6 -17 -18 19 20 -11 22 23 24 -21 -26 27 -15 29 -4
right_child=-2 3 28 4 5 6 7 -9 9 18 -12 12 14 26 -16 16 17 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.014318563283703683 -0.0090910167405449677 -0.012935772718005193 0.0030070957236160156 -0.0054863613779720473 0.0025417704130612615 0.0032962820480938577 -0.013292491548100131 0.0029018665608215744 0.0083794262128876317 0.012831760931157699 -0.011800144344845028 0.010375325060521263 0.0066757880375281761 0.0027003342412177541 -0.012318530979688708 -0.013214414585361413 -0.00022707264537868819 -0.015873982225247822 0.0022906105024392432 0.0089554805272722988 -0.011893432711688036 -0.0074564969675916049 0.013868329254572447 -0.013246081081011232 -0.0082439437332228194 0.0032187555747106829 0.0048804377959581974 -0.010741632675807694 -0.0025347076079562936 0.008141689944583223
leaf_weight=3.0784346982836714 29.519658291712403 4.8367903083562913 252.4478526674211 6.1228885278105727 5.1512168534100082 39.694433160126209 7.1122305076569301 7.784702405333519 8.9757505878806096 1.2227553837001313 11.395132247358559 5.0766618847846967 1.564266003668308 9.3071012049913389 4.6901591699570417 9.1957542970776576 12.964930705726148 4.2180327251553527 14.540097855031489 6.0697069317102459 13.012806946411727 12.872542690485714 3.4619409516453734 4.4571709334850302 10.184814475476744 13.345568448305128 38.187237501144409 3.6803245209157458 9.227581284940241 12.016567442566155
leaf_count=72 879 62 978 37 42 178 114 41 40 13 247 13 14 47 71 100 57 42 53 15 308 184 11 56 78 45 122 37 46 32
internal_value=0.000396473 0.000919089 0.00182312 -0.00101031 0.000132119 -0.00138676 0.00107883 -0.00482979 -0.00184497 -0.00140932 -0.00695472 -0.00353966 0.000471169 0.00241507 -0.00756795 -0.00565571 -0.00725651 -0.00406804 -0.00251914 -0.00360125 -0.00976968 -0.00185869 6.18754e-05 -0.00134156 0.00045102 -0.00174272 0.00336045 -0.0011088 0.00304569 0.0032404
internal_weight=565.415 535.895 364.914 170.982 143.419 86.1213 54.5914 14.8969 91.2216 88.1432 27.563 16.1679 11.3311 57.2976 6.25443 31.5299 26.3787 17.183 79.1674 64.6273 14.2356 50.3917 37.5192 34.0573 29.6001 23.5304 51.1747 12.9874 273.692 264.464
internal_count=4034 3155 1931 1224 817 574 333 155 875 803 407 160 98 243 85 241 199 99 763 710 321 389 205 194 138 123 206 84 1056 1010
is_linear=0
shrinkage=0.0104622


Tree=67
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 1 2 2 0 1 2 1 1 1 1 1 2 2 2 2 1 1 2 2 2 1 0 1
split_gain=21.0598 7.32135 11.069 8.4729 4.55418 5.0537 5.11681 6.33725 4.03288 7.16075 3.88042 5.70183 3.87583 4.97811 6.96241 3.32296 4.64599 4.42218 4.31789 4.28611 13.3266 7.70244 3.17215 4.10145 5.66219 3.74545 3.15791 3.10241 3.02245 4.08642
threshold=0.59897907245000015 0.39091643965000006 0.47721625100000004 0.53043322055000008 50.205949521800008 37.198331469900005 35.050303764500008 0.40667944075000007 32.051492741500006 35.171584490050009 0.54499865270000014 0.43590012275000006 42.360359531950003 0.39408999735000005 0.3975479776000001 0.43837010870000009 0.44805544745000009 0.45036076765000005 41.243661560350013 42.599563320500003 42.402981339000007 39.458743938000005 0.40667944075000007 0.41911918805000009 39.952536079750011 41.385032804600009 40.563919884450009 0.3055746834000001 0.53833717555000005 0.4019490434500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 12 5 6 7 -5 -1 -10 28 22 13 -3 -15 -13 18 -18 -17 20 21 -19 -12 -24 -25 -26 -23 -11 29 -7
right_child=-2 3 -4 4 -6 10 -8 -9 9 27 11 15 -14 14 -16 16 17 19 -20 -21 -22 26 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.020297125335605608 -0.01562693171288072 -0.017992156604269921 0.0037534482819454912 0.016406428322382496 -0.016444517729522816 0.0034756378870634441 -0.016163534526941716 -0.0097731304657386626 0.011126647248617449 -0.015932028575030024 0.0074211961299247616 0.0084311965375559444 -0.016570213540064455 0.0087796665279848626 -0.016936932474213583 -0.00038597361942898213 0.014759681667842205 0.0066289266180405929 -0.023183093919460974 -0.017203225246308178 0.029393483694465379 -0.021815150934312712 -0.022020001193966493 -0.018571581026246183 0.0061976422612026044 -0.010046112229404811 -0.0050588771498209983 -0.0025251708647955058 0.0066234715367939597 -0.015189922876167355
leaf_weight=2.6826781183481208 17.363053182139993 4.4171432591974762 265.23589701205492 3.3513014465570468 3.6865748837590209 9.3205682560801488 7.8387841787189236 5.2330288290977478 8.5310021210461837 4.0274354815483084 3.1428143605589893 13.259127788245676 10.095807842910288 7.4345544129610044 3.3851350340992212 4.0232864916324607 5.2465541474521151 10.254779564216742 3.3760319743305445 2.9070322290062895 3.3542435579001895 4.0272604934871179 4.0716349743306663 5.2463467493653324 7.8504807427525503 5.2227974906563759 6.4890823774039745 71.806459218263626 37.5422044955194 3.5894674547016612
leaf_count=72 649 62 1056 8 97 47 97 80 40 125 23 47 247 37 61 21 13 59 33 85 13 49 39 58 27 36 59 638 120 36
internal_value=0.000479997 0.00101102 0.00224402 -0.00148008 -0.000129172 0.00028465 -0.00748108 0.000447305 -0.00235524 -0.00178472 0.0012739 -0.000793858 -0.00942754 -0.00469486 0.000733765 0.00198888 -0.000163926 0.00227131 -0.0107874 -0.000152484 0.00190208 -0.0025374 -0.00656304 -0.00852586 -0.00552671 -0.000291766 -0.0114757 -0.00323719 0.00449001 -0.00171408
internal_weight=544.013 526.65 352.283 174.366 149.033 145.347 16.4231 8.58433 87.0476 84.3649 128.924 78.4715 25.3326 15.2368 10.8197 52.9374 39.6783 32.279 7.39932 27.0324 24.1254 20.7711 25.5341 22.3913 18.3196 13.0733 10.5163 75.8339 50.4522 12.91
internal_count=4034 3385 1931 1454 1047 950 185 88 875 803 765 562 407 160 98 379 332 278 54 265 180 167 183 160 121 63 108 763 203 83
is_linear=0
shrinkage=0.0148642


Tree=68
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 1 1 1 1 2 2 2 2 0 1 0 1 2 1 0 0 1 0 0 1 0 2 1
split_gain=18.8084 6.07539 9.09268 7.50501 4.09775 4.01026 5.71412 5.28193 4.48838 4.14415 4.05002 3.73975 3.40399 5.29257 3.50143 3.81822 5.56528 4.21609 5.49079 4.03615 3.38474 2.55685 2.86358 4.80056 3.65568 7.01434 5.36664 5.271 4.00889 12.6611
threshold=0.59897907245000015 0.39091643965000006 0.47721625100000004 0.52770875125000016 50.205949521800008 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.31135295350000008 0.3055746834000001 39.577821550850011 48.86568841230001 43.89540535710001 37.198331469900005 0.53475943835000017 0.39542229275000007 0.54499865270000014 0.43590012275000006 42.094663496250007 0.3975479776000001 0.52366695610000014 0.5223196910500002 0.38906020780000011 0.52005927965000021 0.50706565670000014 0.37668033890000002 0.50339810185000011 38.625745710700009 0.35651627195000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 12 6 7 8 9 10 -1 -7 13 14 20 16 -16 -17 19 -19 -5 22 23 24 25 27 -27 28 -4 -30
right_child=-2 3 21 4 -6 11 -8 -9 -10 -11 -12 -13 -14 -15 15 17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.015094261103735809 -0.014831944482757731 -0.010923613462086283 0.0083968371941720941 0.0051844699786176441 -0.01550649180528072 -0.019459012053719808 0.0067833297908490115 -0.014588899043502761 0.0077692588037916385 -0.019713782709800266 0.0013821393819627022 -0.0043542112884938505 0.013879382439144741 -0.012881901878830614 0.0040127075015753497 0.0054038076116682092 -0.016886333161997495 -0.0036835942940322904 0.00232617398578277 -0.02097497627120121 -0.0093567403835714113 -0.0041158247677442307 0.010412115366611746 -0.0094283346246542641 0.012849316702087126 -0.012704745781439299 0.0016209425226157443 0.011801073117300788 0.0035580738370865426 -0.012098919529668854
leaf_weight=3.667251165956265 15.783177265897391 14.927372071892021 26.886443041265011 4.2719763293862369 3.5248980205506077 3.7796429358422783 17.892421098425984 6.474199377000331 9.2712933421134931 2.9138053860515347 16.436975665390491 25.650661582127213 3.4483722709119311 6.4946636203676453 4.7643745467066747 41.322455175220966 5.536759577691555 18.906887196004394 49.919513138011098 3.1675202548503867 13.028698552399872 9.1136616505682451 11.584921248257158 5.9048687890171996 8.1379778087139112 9.2178692594170588 12.226135842502115 15.984465934336184 151.98507842421532 11.140913687646387
leaf_count=125 649 296 88 16 103 68 72 96 46 63 101 304 25 137 30 133 79 122 308 26 179 46 32 28 21 65 51 54 608 63
internal_value=0.000413055 0.000877937 0.00194886 -0.00132489 -0.000396802 -0.0020487 0.000156585 -0.00290218 -0.000558925 -0.00391338 -0.00162335 -0.00629407 -4.37619e-05 -0.000369461 0.000207215 0.00104321 -0.00722032 0.00179441 -0.00027728 -0.00616478 -0.00576615 0.00326144 0.00352711 0.00319681 0.00351326 0.00317921 -0.00453706 0.00398247 0.00332474 0.00248876
internal_weight=533.365 517.582 348.269 169.313 154.386 86.0863 56.6559 38.7635 32.2893 23.018 20.1042 29.4303 150.861 147.413 140.918 123.618 10.3011 113.316 71.9939 22.0744 17.3007 262.182 253.069 241.484 235.579 227.441 21.444 205.997 190.012 163.126
internal_count=4034 3385 1931 1454 1158 875 503 431 335 289 226 372 1055 1030 893 698 109 589 456 148 195 1056 1010 978 950 929 116 813 759 671
is_linear=0
shrinkage=0.0141766


Tree=69
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 2 0 2 2 0 1 2 1 2 1 1 0 0 1 0 1 0 0 0 1 1 2 0 2 0
split_gain=34.1119 12.9021 15.6183 12.3065 9.26853 9.63925 9.8728 6.30875 5.66973 5.63789 6.40332 6.60495 5.58191 5.47455 5.63315 6.52361 8.51199 5.15971 5.13918 4.77604 7.76542 8.15923 6.90396 11.1572 6.2311 10.3152 5.45054 4.7671 11.3526 6.72365
threshold=0.57619532350000013 42.779078631750004 0.42018203045000008 0.50706565670000014 42.67709657435001 42.141702038450013 0.49094338495000006 33.96174662340001 38.400997490450003 0.47700667645000011 0.32388251845000005 39.664548207900005 0.37668033890000002 40.241071441700008 0.34515433670000012 0.34467530910000005 0.4778150355000001 0.55769288345000012 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.52432561900000019 0.53544804050000006 0.40509266190000009 0.41615520495000008 38.244973486750006 0.47769527860000011 47.927946529500012 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -9 10 -10 -12 -5 -11 15 -15 -17 27 -14 -20 -21 -22 -23 -24 -25 -26 -27 28 -3 -29
right_child=-2 17 3 12 -6 6 -8 8 9 13 11 -13 18 14 -16 16 -18 -19 19 20 21 22 23 24 25 26 -28 29 -30 -31
leaf_value=-0.0075936047507567123 -0.0061291491504353269 -0.0058364997814702325 -0.0051591009766694795 -0.0054996035805048192 0.006870209232801198 -0.0053797425308730797 0.0063434219175155281 0.005056037862824621 0.0043469396329918067 -4.2166782822842549e-05 0.0021764765633990406 -0.0080604186989307446 0.0053891790080192303 0.0057251253413351747 0.0043724703241482393 0.0037334764584434866 -0.0071847878097022954 -0.0065874591603612585 -0.0071362493665889336 0.0068125206039074127 -0.0090623942666899354 0.0049790002705993597 -0.0047106274732579114 0.0049488757013183334 -0.009467365907467027 -0.0035216654883943252 0.0013875565684895394 0.011105502583118832 0.0019422804886487085 -0.00015094268126511907
leaf_weight=9.3949420470744354 37.334259297698736 23.860163297504187 5.0152302235364905 8.1145387440919858 23.691551472991705 14.787624645978214 4.7496207281947127 45.748755242675543 6.724437981843951 27.665059600025415 5.1272511556744567 8.1960275806486589 10.143434718251227 7.421837434172633 80.35016818344593 6.3333841562271109 8.1993337646126729 8.176342621445654 4.3232733495533457 8.9195133596658689 4.7931133657693854 14.33766098693013 22.624552011489868 15.209073096513746 5.3539151996374121 13.333225797861813 74.868884913623333 2.7543514966964713 15.480544716119764 73.990442916750908
leaf_count=255 920 316 35 52 78 101 13 143 20 109 20 84 27 19 254 18 43 128 27 20 28 42 216 41 38 119 299 4 54 511
internal_value=0.000417944 0.000854671 0.00142844 0.0016274 0.00266583 0.00221372 -0.00252977 0.00267529 0.00287599 0.00221117 -0.00128061 -0.00412091 0.000235328 0.00274978 0.00350477 0.000329135 -0.00242659 -0.00115589 0.000502922 0.000200269 0.000399201 1.91621e-05 0.000317863 -0.000190775 0.000749413 6.67213e-05 0.000645445 -0.000773328 -0.00277555 0.000253048
internal_weight=597.023 559.688 435.426 426.031 244.01 220.319 19.5372 200.781 195.766 150.017 20.0477 13.3233 182.021 129.97 102.305 21.9546 14.5327 124.262 173.907 163.763 159.44 150.52 145.727 131.39 108.765 93.556 88.2021 116.086 39.3407 76.7448
internal_count=4034 3114 2101 1846 937 859 114 745 710 567 124 104 909 443 334 80 61 1013 857 830 803 783 755 713 497 456 418 885 370 515
is_linear=0
shrinkage=0.00707411


Tree=70
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 0 2 1 0 1 1 1 0 2 0 0 2 2 2 2 1 2 0 0 2 0 1 2 2
split_gain=27.1125 9.35415 15.4787 10.9215 6.03054 5.09842 10.2803 6.91136 5.06303 4.77823 7.03753 4.93108 9.10846 4.6278 4.53135 4.17944 10.5615 4.13601 6.41831 4.05805 3.97257 3.93196 3.75755 3.69527 9.14718 6.4016 5.15037 4.81873 3.58818 6.11196
threshold=0.57944372925000021 0.39091643965000006 0.47883296910000012 0.53544804050000006 43.89540535710001 41.872294782850005 0.42018203045000008 47.927946529500012 0.37078231190000005 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.46280051495000007 0.50339810185000011 39.420767558750008 0.4778150355000001 0.47769527860000011 39.952536079750011 40.377444152000002 48.96897326980001 41.898943182100005 0.36533337325000009 41.741384785950011 0.45798030000000006 0.47396784530000008 42.719328117250008 0.37331217625000007 0.34542378970000004 38.748048509250005 37.73036952315001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 -1 15 13 -5 -11 -12 -13 21 28 16 23 -16 -19 -9 -20 -4 -8 26 -25 27 -7 -26 29 -10
right_child=-2 3 8 4 -6 7 22 19 14 10 11 12 -14 -15 17 -17 -18 18 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.010041241974074334 -0.0082937204709042575 -0.0054377414752640497 0.0038540719352688269 0.0034201647344023148 -0.0067074378318904542 0.0084013177651521484 0.001384760165079955 0.0071440498964138897 0.0040901115772243694 -0.0044287849641795884 0.0032441675238414035 -0.01279594776070501 0.0031469172202740129 0.0085939275824877051 -0.0083431372720500704 -0.013427516398182085 0.013440200093898692 0.0082977130607595276 -0.010900840651323226 -0.0025750858030283408 -0.00033032024440116309 -0.002622165219856986 0.0099743298661101841 0.010994039421889 -0.0071032695601404381 -0.011543290479896676 -0.010839562992344126 0.0075744443685247329 0.0086140850008891972 -0.0071858747056363671
leaf_weight=6.9762473758310071 29.7029810231179 36.497932061553001 156.92494175583124 45.122536592185497 9.8925391901284438 1.3756322972476471 58.13872142508626 7.9825044870376569 18.598003171384338 26.334721475839615 39.276236798614264 5.457833353430031 7.7666148729622364 17.712625570595264 6.6093031391501453 4.6236081868410102 2.8991951048374167 6.306975923478606 4.1570204421877888 7.4092312455177307 13.532093737274407 8.858820825815199 4.9426454007625571 3.5715093277394798 3.9585967510938662 8.2896462492644769 13.041307194158433 4.0450720861554146 8.5400634557008726 5.592607654631137
leaf_count=223 879 479 556 146 160 13 252 20 57 186 160 55 38 55 37 40 5 16 26 34 73 39 13 24 35 104 245 15 22 27
internal_value=0.000505228 0.000985276 0.00182183 -0.0008518 0.00039868 -0.00085751 0.000852978 -0.00295262 0.00320316 0.000965788 -0.000439008 0.00156229 -0.00343283 0.00399894 0.000897611 -0.00494747 -0.00389295 -0.00171845 0.000106206 0.00246548 -0.00281444 0.00350801 0.00205778 -0.0053588 -0.00271355 -0.00571827 -0.00900364 0.00031488 0.0033438 0.00148323
internal_weight=574.138 544.435 374.086 170.348 133.85 127.254 70.0576 57.1963 246.832 123.958 78.8354 52.5007 13.2244 183.496 63.3361 41.8046 37.181 30.6054 23.9961 15.3917 17.6891 165.784 63.0814 34.2818 19.8648 16.2933 14.4169 8.00367 32.7307 24.1906
internal_count=4034 3155 1931 1224 745 1023 488 535 908 585 439 253 93 650 258 481 441 152 115 54 99 595 265 436 178 154 258 50 106 84
is_linear=0
shrinkage=0.0094576


Tree=71
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 0 0 0 0 1 2 2 2 1 2 0 2 2 2 0 0 1 1 0 1 2 2 0
split_gain=18.4932 6.08238 8.79445 6.87173 8.09095 7.08484 6.47089 5.23152 4.73962 4.8589 4.61047 5.56571 4.55082 4.43755 4.78793 4.24295 3.88456 7.13009 5.76717 5.66874 4.45238 3.82891 5.52428 3.80808 5.25014 3.25922 2.80397 2.73497 3.61118 5.2968
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.35471991855000007 0.34584293880000011 0.48447651265000008 41.919251152600005 0.55769288345000012 0.48637765340000011 0.48351845755000006 0.54228915300000013 0.40301188585000008 42.67709657435001 41.806790701050012 40.241071441700008 0.34739977845000009 47.927946529500012 0.47769527860000011 49.122847560300009 44.421469061800003 43.018222997350009 0.54386096225000014 0.55538756325000016 0.35862698720000002 0.36359689830000008 0.37386605190000005 0.36160593995000007 42.599563320500003 41.975471476700008 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=1 2 -1 4 6 -5 8 10 9 -4 11 16 13 14 -6 -15 17 25 -18 20 -19 -12 -23 -7 -25 -3 -22 28 29 -26
right_child=-2 7 3 5 12 23 -8 -9 -10 -11 21 -13 -14 15 -16 -17 18 19 -20 -21 26 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.017281808134958044 -0.015136384288821586 0.011039039836054889 0.0044629074047719168 -0.019020329639627565 -0.004686803058483297 0.014118708573124451 -0.0059934338613496395 -0.014856073032181252 0.01892867699299023 -0.0088640023417987449 0.021766911394645962 -0.019873104758069693 0.01806731348856519 -0.01049876249697426 0.013869825956217479 0.010417895629034168 0.010794272345848604 -0.008697924057425057 -0.0075201266264025689 -0.01474741550357549 0.007777105098842405 -0.014572139974974453 0.018637513688313397 -0.018820541937816279 0.00078101497088385943 -0.013732863690571766 -0.0027367670561825388 -0.012313446144605734 0.0069960893609035376 -0.018072919772958652
leaf_weight=6.2758398633450261 19.705543927848339 1.5724356323480631 89.177375718951225 4.9678539577871552 4.5410484150052097 5.7864329665899268 20.299779914319515 8.299476742744444 5.6252706348896018 8.1291312202811223 4.084789037704466 4.6902001425623885 14.631599016487597 6.2739797383546811 22.784866169095039 4.5607476234436035 14.174727767705919 8.2367275059223157 6.9918199330568305 6.1611351445317259 24.547929205000401 2.9719486720860004 2.5211749821901321 3.7430543676018706 171.8326264321804 18.03763834759593 9.6124529018998128 4.1787221990525714 25.363594863563776 4.1559079308062783
leaf_count=255 757 18 322 66 27 20 133 176 17 38 8 132 55 34 83 18 39 46 40 97 86 34 10 23 884 298 74 31 110 103
internal_value=0.000552253 0.00115345 0.00209996 0.00240709 0.00483733 0.000462879 0.00252165 -0.00224959 0.00420096 0.00334956 -0.0012397 -0.00235077 0.0102427 0.00724263 0.0107861 -0.00169415 -0.00143082 -0.00334831 0.00474459 4.32786e-05 0.00219266 0.00966745 0.000670071 0.000912937 0.000547797 -0.0117465 0.00481859 0.000900526 0.00117476 0.000335786
internal_weight=533.936 514.23 402.328 396.052 176.024 220.028 123.232 111.902 102.932 97.3065 103.603 94.0251 52.7922 38.1606 27.3259 10.8347 89.3349 68.1683 21.1665 48.5582 42.3971 9.57791 5.49312 215.06 209.274 19.6101 34.1604 205.531 201.352 175.989
internal_count=4034 3277 2219 1964 727 1237 510 1058 377 360 882 830 217 162 110 52 698 619 79 303 206 52 44 1171 1151 316 160 1128 1097 987
is_linear=0
shrinkage=0.0165021


Tree=72
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 1 1 1 1 1 0 2 2 2 2 2 2 2 0 2 2 1 2 1 2 2 1 1
split_gain=16.7298 5.61379 7.95173 6.73003 3.8387 5.41901 3.67664 3.0921 3.00039 4.72336 4.30582 3.90043 7.59941 3.8017 3.80986 6.25056 5.38024 5.67774 6.7979 3.67173 3.35634 2.89659 3.0096 5.0366 3.02737 2.69046 5.97135 3.23789 9.19888 7.69637
threshold=0.59897907245000015 0.39091643965000006 0.47883296910000012 0.52770875125000016 32.051492741500006 35.171584490050009 50.205949521800008 0.3055746834000001 0.37078231190000005 0.36945001650000003 0.36533337325000009 0.37977904855000005 0.50889194935000015 34.41230404325001 38.748048509250005 37.311503175250003 39.337369931850013 39.792680591700012 40.750688432250008 39.861052345600008 0.49787431515000008 37.198331469900005 35.050303764500008 0.40667944075000007 36.491284729650012 0.34829795515000012 38.748048509250005 41.257403903850005 0.34569324270000007 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 4 -3 -1 -6 21 -7 9 10 20 12 -10 -13 15 -15 -16 -18 -19 -14 25 22 23 -5 -24 27 -27 -4 29 -29
right_child=-2 3 8 6 5 7 -8 -9 11 -11 -12 13 19 14 16 -17 17 18 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.021380593571334615 -0.016312838002743503 -0.011634073640307744 0.0082331110466047647 0.015828560454975313 0.011569834951103216 -0.01661296704960482 -0.017042565772366836 -0.0012798692610610572 0.0052957019638717063 0.015927669597758976 -0.0068502479062565414 0.015720942584513235 -0.0039373110830746797 0.0035529949034380226 0.017434692568787904 -0.019711564765561251 -0.013746506928375901 0.017774538277066522 -0.0041965377732979666 -0.023890304150426301 0.010200198332447476 0.00069872779039457228 -0.022896150171276813 -0.0093637253551336914 -0.0044093782932607718 0.0074005938099121734 -0.014063830455973253 0.00079493399955594122 0.0079980469222260524 -0.016931031974429488
leaf_weight=2.2745667845010749 14.170788031071423 14.431596303358672 39.287930686026812 3.246390067040922 8.0556644052267057 3.3342141658067694 3.2059162929654113 102.957495322451 8.553774334490301 9.0309544727206212 8.1041033267974836 5.3741581663489333 4.0070765167474729 7.1154609993100149 6.4278556033968952 4.7150958478450775 4.8654143661260632 6.4084436148405057 7.5111086331307888 5.2083921693265438 24.337345078587532 132.44167507439852 3.8713662046939117 4.8754507470875978 4.9648009203374386 6.5777751281857473 6.1662329733371735 26.437323488295078 37.495311327278614 7.7863575145602217
leaf_count=72 649 296 135 8 40 125 103 786 30 30 39 12 19 25 14 25 25 14 42 52 89 860 55 80 52 26 35 102 149 45
internal_value=0.000481626 0.000949127 0.00209911 -0.00140563 -0.00122269 -0.000821712 -0.000438346 -0.00176085 0.00381774 0.00490891 0.00427182 0.000822255 -0.00534119 0.0034042 0.00161732 -0.00571915 0.00505979 0.000825342 0.00591876 -0.0152143 0.00488047 -8.20423e-05 -0.00617984 0.000705911 -0.0125089 0.00383427 -0.00298504 0.00461715 0.00263632 -0.00323797
internal_weight=523.24 509.069 342.032 167.037 116.622 114.347 152.606 106.292 225.41 165.223 156.192 60.1868 17.7692 42.4175 37.0434 11.8306 25.2128 18.785 13.9196 9.21547 148.088 149.4 16.958 8.12184 8.83617 123.751 12.744 111.007 71.719 34.2237
internal_count=4034 3385 1931 1454 1023 951 1158 911 908 650 620 258 101 157 145 50 95 81 56 71 581 1055 195 88 107 492 61 431 296 147
is_linear=0
shrinkage=0.0156704


Tree=73
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 2 0 0 1 2 2 0 1 1 0 1 1 2 2 0 1 0 0 1 2 2 2 0 0 1
split_gain=28.2897 10.3836 13.3421 10.186 8.3826 6.64093 8.35319 6.37907 6.20196 6.13103 6.49013 5.14299 9.8702 4.89779 10.0421 7.78989 4.48196 5.26275 5.78262 4.50968 4.52602 4.31292 7.86846 4.1945 5.23012 6.07603 4.6751 4.48545 4.07335 6.48568
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.50706565670000014 42.67709657435001 42.141702038450013 0.49094338495000006 0.55769288345000012 0.37668033890000002 33.96174662340001 38.400997490450003 0.47396784530000008 0.32388251845000005 0.35471991855000007 0.50278434775000014 0.34608245260000009 0.38906020780000011 40.280372415600006 40.94178426300001 0.57537199485000012 0.46280051495000007 0.56719858685000013 0.54499865270000014 0.39476362980000007 41.827117825850003 42.434124620650003 41.218101594450012 0.56643513670000012 0.54228915300000013 0.40301188585000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 -5 -4 -11 12 -12 15 -15 -13 -10 19 21 20 -18 22 -19 -20 26 -26 -25 -27 29 -3
right_child=-2 7 3 8 -6 6 -8 -9 16 10 11 13 -14 14 -16 -17 17 18 23 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.0063139352752175359 -0.0057633380909524459 -0.00055885574966224019 -0.0045482010469151662 -0.0050714989235753089 0.0055358327120346579 -0.0039933867111915057 0.0051990829721903758 -0.0055616300754445167 0.0029019266231112917 0.0040850562973890501 0.0032170995566070852 0.0013878857151926847 -0.0068637462130427323 -0.006274335420395555 0.0036609345820271095 0.0049585144337309373 -0.00097938199291159244 0.0046902223785496525 -0.0049622785589897526 -0.0065169841887680827 0.0055432294555234109 0.0069137776884950234 -0.0040618310152152641 0.0014587048459508225 0.0041325402739799209 -0.0048803722612268258 -0.0050529028792241342 0.0035194303099797203 0.0030393748555190064 -0.0070170836258608912
leaf_weight=8.5953913796693069 25.994051663205028 94.929515913128853 4.9751590080559245 7.7549402341246596 20.999343853443861 14.194301404058935 4.5867991149425498 9.7814490515738708 21.095620043575764 44.598842043429613 6.6304787024855596 87.081140950322151 7.0038014613091946 7.2870494239032251 6.9896558299660683 28.419546388089657 77.102089963853359 10.534468524158006 5.353801939636468 4.8949459157884112 3.9203682839870444 8.5147362463176233 5.4743199422955504 6.9866651892662039 18.273861803114418 5.9044968970119935 8.6583433486521226 3.5817333161830902 9.9638697877526266 5.7854327820241442
leaf_count=255 757 698 35 52 78 101 13 176 63 143 20 308 72 49 24 94 454 29 62 111 10 25 28 30 58 37 56 12 52 132
internal_value=0.00027343 0.000558806 0.000989813 0.001139 0.00196711 0.00161323 -0.00174836 -0.000977631 0.000113967 0.00194037 0.00211207 0.00149851 -0.00196134 0.00186199 -0.00141018 0.00226646 0.000337006 -2.87253e-06 0.00116295 -0.000997251 -0.000663778 0.00350856 0.00169739 -1.67837e-05 0.000593218 0.00213641 -0.00214498 -0.00170884 -0.000572511 -0.00092984
internal_weight=575.866 549.872 429.412 420.817 232.766 211.767 18.7811 120.46 188.05 192.986 188.011 143.412 13.6343 129.777 14.2767 115.501 180.295 159.2 73.2824 85.9174 81.0225 24.5235 16.0088 48.7589 43.4051 27.7601 15.645 9.48623 110.679 100.715
internal_count=4034 3277 2219 1964 937 859 114 1058 1027 745 710 567 92 475 73 402 975 912 337 575 464 82 57 255 193 107 86 49 882 830
is_linear=0
shrinkage=0.00592185


Tree=74
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 2 2 2 2 2 2 0 2 1 0 1 1 2 2 2 0 0 1 1 1 0 1 2
split_gain=15.7297 5.13158 7.48878 6.13026 3.92784 4.91654 6.5944 3.58426 3.42081 3.67552 6.72833 4.56938 5.92011 5.86994 4.94465 4.38593 3.89206 3.27203 3.63077 3.88032 6.64101 3.51377 3.24208 4.70429 4.78515 3.29943 2.47034 2.39957 5.0796 2.39362
threshold=0.59897907245000015 0.39091643965000006 0.47721625100000004 0.53043322055000008 42.360359531950003 0.39408999735000005 0.39591628995000006 36.728658719300007 50.205949521800008 40.750688432250008 40.890797847750008 41.827117825850003 42.599563320500003 0.55769288345000012 41.218101594450012 0.39542229275000007 0.57537199485000012 0.34512439750000007 0.3055746834000001 32.051492741500006 35.171584490050009 40.413896136950008 0.56719858685000013 0.54228915300000013 0.46280051495000007 0.41615520495000008 0.41988263825000011 0.54942965780000008 0.44805544745000009 37.52517992975001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 -3 -7 -8 9 15 -11 14 26 -14 -12 -5 22 18 -1 -20 -21 -19 23 25 29 -17 -13 -28 -29 -25
right_child=-2 3 -4 8 -6 6 7 -9 -10 10 11 12 13 -15 -16 16 -18 21 19 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.013745424321324523 -0.013514033665824179 -0.015457584006626453 0.0027901442209607701 0.01323834782732536 -0.014332906026040673 0.012338618063184408 0.008590485957219042 -0.014950674427824896 -0.014102305609123626 0.012855577833658675 0.0027620316744143415 0.0016361553388149115 0.0030835670021156928 -0.010155488147804736 -0.011656657575381653 -0.0042990250400045619 -0.014094796673444371 -0.018216359557812908 -0.018036827723322539 0.013272598722965056 -0.00046144746920505456 -0.0037888941213584373 0.0043955699452882481 -0.016521846833400987 0.0076554677922592816 0.0065417434190563105 0.018423162555790032 -0.00071981262512179278 0.017911857499804482 -0.0065174242865563784
leaf_weight=3.1598931960761538 13.41328472830355 4.0049901939928558 255.34554572403431 3.0623248144984236 8.5538118407130224 4.9741018041968328 1.5186784751713274 3.9277531355619431 2.8982857931405297 8.8464698344469053 7.2922182939946678 7.6987704858183887 16.04502804577351 8.7715319059789163 8.9961485750973207 8.5287016704678553 4.7069014590233555 3.3765437593683627 1.8374012615531672 6.7700358815491191 49.951270814985037 18.633889196440578 11.540463689714668 4.9997091665864053 3.5606539994478217 10.742128595709799 4.6860015392303458 5.8550679534673673 4.2959291599690914 21.313464697450399
leaf_count=125 649 62 1056 7 247 13 14 71 97 27 31 31 86 151 69 50 136 48 62 23 363 254 55 59 12 37 8 24 24 143
internal_value=0.000394675 0.000763451 0.00168273 -0.00110507 -0.00734622 -0.00320337 0.00150637 -0.00838648 -0.000108006 0.000179769 0.00222192 0.000743768 0.00278883 -0.00159584 -0.00520148 -0.00198269 -0.00269549 -0.0016945 -0.000158281 0.000574896 0.0011778 -0.00600216 -0.00181133 -0.00326887 -0.00650251 0.00174394 0.00761726 0.0107208 0.00716516 -0.00841834
internal_weight=519.307 505.894 339.075 166.819 22.9793 14.4255 10.4205 5.44643 143.84 140.942 72.4872 63.6407 47.3523 24.8166 16.2884 68.4543 65.392 83.729 61.7186 58.5587 56.7213 22.0104 60.6851 49.1447 29.8738 19.2708 22.5358 14.837 10.151 26.3132
internal_count=4034 3385 1931 1454 407 160 98 85 1047 950 451 424 324 237 100 499 492 875 573 448 386 302 356 301 214 87 87 56 48 202
is_linear=0
shrinkage=0.013013


Tree=75
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 2 0 0 0 2 0 0 0 2 2 2 1 0 1 0 1 2 0 2 0 1 0 1 2 0
split_gain=25.8706 9.95706 13.3033 9.88999 8.93556 8.50559 8.67348 6.78767 6.82422 6.814 5.38082 8.34674 5.11191 4.468 4.46355 4.92976 4.92445 9.84021 9.27657 4.82649 4.40462 7.04887 4.33283 8.68514 4.14404 7.51087 3.86383 6.14492 4.99906 10.6999
threshold=0.57944372925000021 42.779078631750004 0.42018203045000008 0.38906020780000011 42.67709657435001 42.141702038450013 0.49094338495000006 0.5216909673500002 0.52005927965000021 38.244973486750006 0.52432561900000019 0.53544804050000006 0.55769288345000012 37.828051409500013 33.151194885250007 38.400997490450003 0.35471991855000007 0.50278434775000014 0.34608245260000009 0.48637765340000011 0.39542229275000007 41.385032804600009 0.48306936920000004 41.319407281650008 0.5398790455000001 0.41911918805000009 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 -7 8 -5 13 -11 20 26 -9 -4 -16 18 -18 19 22 21 -12 -17 -24 -13 -26 27 28 29 -3
right_child=-2 12 3 7 -6 6 -8 9 -10 10 11 24 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0099267705759455652 -0.008081971696583333 -0.0073877926040677869 -0.0057027266529707044 0.00058869270530135793 0.0086877003030773493 -0.0070179508334281453 0.00633219372096202 -0.0021519658114462358 -0.021133986013317934 0.0070369913097234399 0.0050913147387198097 0.0062309974577284908 -0.0085337372180678273 -0.012712523467326734 0.0055157987193495588 0.0018418438631568178 -0.010194722803147772 0.0022771326929246702 0.0076414938438812896 0.0087561274098436406 -0.011596229573619958 -0.011614553333721548 0.0025070364282332065 -0.015112290309263766 -0.0077651276867309943 0.001894630797860115 0.0046288603769885856 -0.011106292022881563 0.0030647469986594578 0.00029298364121327814
leaf_weight=8.42425270937383 28.72271853685379 22.452935568988323 4.9846200831234446 2.4153627678751937 21.661429807543755 14.850682735443117 5.8644577935338011 27.558014761656526 2.5880829989910126 12.964651443064211 5.5334195978939515 15.037992008030413 8.0967230573296529 3.9581263437867156 57.740456189960241 82.27562552690506 7.6570833139121559 19.092253297567368 29.771303575485945 7.7926339581608763 6.304137371480464 3.602519404143095 5.9676672592759115 4.0620846673846245 7.7717604786157599 66.071795661002398 9.9949879907071573 5.367650404572486 21.462486777454615 51.857041127979755
leaf_count=255 879 316 32 25 78 101 19 199 18 38 30 40 138 46 192 307 56 81 102 24 76 49 20 26 44 274 55 132 79 303
internal_value=0.000514772 0.000969356 0.00163672 0.00187116 0.00297041 0.00245452 -0.00323852 6.30637e-07 -0.0106476 0.000358674 0.0013897 0.000687884 -0.00140358 -0.00347827 0.00299218 0.00319437 0.00233853 -0.00129298 0.00308651 0.00173176 -0.00562002 -0.00149621 0.00113875 -0.00462885 0.00178366 0.000877977 -0.000884118 -0.00142893 -0.000886552 -0.00202778
internal_weight=571.905 543.182 423.95 415.526 261.72 240.059 20.7151 153.806 5.00345 148.802 117.286 104.322 119.232 31.5161 219.344 214.359 156.619 26.7493 129.869 100.098 15.4401 9.13594 92.3054 10.0298 88.8815 73.8436 111.135 101.14 95.7725 74.31
internal_count=4034 3155 2132 1877 1038 960 120 839 43 796 551 513 1023 245 840 808 616 137 479 377 155 79 353 46 358 318 885 830 698 619
is_linear=0
shrinkage=0.00929464


Tree=76
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 2 0 0 0 2 0 2 2 2 2 0 0 2 2 1 1 1 1 0 0 2 2 1 1
split_gain=14.911 4.80219 7.69067 5.74547 4.29696 3.16666 4.6018 3.22364 4.67701 4.2239 3.21267 4.28589 4.06021 4.1676 5.90368 5.3174 4.5558 7.34664 4.80444 7.93752 3.60185 3.10415 6.50808 6.00949 5.42252 5.23142 2.66882 3.8937 4.10666 4.50324
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 42.67709657435001 0.5681267027500001 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 0.47997065955000012 43.157831852650006 0.50339810185000011 43.680097826700013 47.709122305950011 45.295823381400005 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 0.34623214870000002 0.34524415440000006 0.35862698720000002 0.34674111555000003 0.37567737495000009 0.53866650695000018 32.724174661450007 35.419594101850009 0.46280051495000007 0.45368402140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 26 5 7 -7 8 9 -3 11 -8 20 14 21 -15 -17 -18 -19 -20 -12 24 23 -23 -14 -24 -4 -28 29 -29
right_child=-2 4 3 -5 -6 6 10 -9 -10 -11 12 -13 13 15 -16 16 17 18 19 -21 -22 22 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.01368681768826532 -0.011677633724953533 -0.016814774495078878 -0.007022162701206554 0.0087619512114904367 -0.014545594464515532 0.013077983321380894 -0.017717345121890191 0.0026171171752353405 -0.024454345292802181 0.0086911480033330935 -0.0036663134876855504 0.0045601564556366925 0.011074703040046659 0.0063859072413135747 -0.015050928728436953 -0.022333318972293664 0.022787701468919765 -0.021198713294063306 0.022122205820271988 -0.014389922728583226 0.0082568096012144328 -0.00071606950155890851 -0.014951719501336468 0.019184752838941856 -0.018807915496060552 0.0060705395700262968 0.0063907835774308051 0.0011429248460473314 0.012487982725912877 -0.010315746215174771
leaf_weight=5.65242139622569 16.971697703003883 2.1773450486361963 6.4263571910560122 18.892302457243204 4.2525924630463114 4.2139894179999819 4.1861958205699912 3.5780967194586992 3.2300784215331078 2.2869257777929306 6.172854986041787 2.2979392595589161 1.4199417680501962 16.90353707969189 7.8085640929639331 2.1786184608936301 1.7568308711051921 2.6181756816804409 1.8075613155961034 2.3560621831566095 14.759910063818095 6.5553010329604167 6.0041323937475664 4.3275632038712502 3.9316118210554123 3.0750756748020649 25.942233972251415 322.62086712941527 5.3707876838743678 6.0014813113957635
leaf_count=255 757 36 54 94 135 14 59 22 24 6 60 11 14 59 163 15 4 23 7 72 71 38 133 12 61 19 135 1580 19 82
internal_value=0.000403976 0.000815049 0.0014907 0.00171339 -0.00163278 -0.00110297 -0.00030266 -0.00766122 -0.0124409 -0.00374878 -0.000942247 -0.00982233 -0.000237268 -0.00195277 -0.00508788 0.00180677 -0.00541556 -0.00109902 -0.0072869 0.00146115 0.0047408 -0.00201455 0.000361909 0.00719748 -0.0108791 -0.0078316 0.00134991 0.00149939 0.00111946 0.00093366
internal_weight=515.777 498.805 390.906 385.254 107.899 103.646 92.3739 11.2724 7.69435 4.46427 88.1599 6.48414 81.6757 60.743 33.1222 27.6208 10.7172 8.53863 6.7818 4.16362 20.9328 25.3136 19.9621 10.8829 5.35155 9.07921 366.362 359.935 333.993 328.622
internal_count=4034 3277 2219 1964 1058 923 835 88 66 42 821 70 751 620 440 180 121 106 102 79 131 277 202 50 75 152 1870 1816 1681 1662
is_linear=0
shrinkage=0.0131069


Tree=77
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 0 2 2 2 2 1 0 0 2 0 1 0 0 0 0 0 1 1 2 2 2 2 1 0
split_gain=14.9336 5.44594 7.03041 5.29347 5.37517 5.80906 4.01137 3.03468 4.01111 3.03158 2.90007 2.86351 7.36545 6.20195 5.80523 4.99214 3.73182 6.94283 8.05365 6.66486 8.76863 6.12662 2.69921 2.51008 2.37724 4.4386 7.88962 6.41586 5.87325 3.9358
threshold=0.59897907245000015 0.39072183470000005 0.47883296910000012 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 32.051492741500006 35.171584490050009 50.205949521800008 37.198331469900005 0.35862698720000002 0.49787431515000008 0.49336846205000007 36.620308449100001 0.49053920540000012 0.36945001650000003 0.50889194935000015 0.5216909673500002 0.51675099550000014 0.51401155655000019 0.5231430197000001 0.3055746834000001 0.3975479776000001 42.599563320500003 41.827117825850003 41.218101594450012 40.80591513400001 0.39591628995000006 0.55769288345000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 23 13 -13 15 -14 -4 -16 -18 19 20 -19 -20 -10 -5 25 26 27 28 -12 -26
right_child=-2 3 11 9 5 -7 -8 8 22 -11 24 12 14 -15 16 -17 17 18 21 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.013670239624297162 -0.010990799743034463 -0.017718369701511451 0.0030422795462293644 0.0028817330327248988 0.010811813602828665 -0.011366943121796215 -0.0052856415927352513 0.0069380707402139623 -0.011150010833641798 -0.011339203802152548 0.011672787742226803 -0.011006964932554561 0.0066283481803873102 0.0089771523786072588 -0.0061744062232452915 -0.0071336468479064616 0.0075427540370524649 -0.011434123921607886 0.010485678536182621 -0.014776497675517152 0.0066178956117291339 -0.0021972593812002992 -0.00073135071239734811 -0.0066818982754255629 0.00039045218881974544 0.005184267625912448 -0.0094371623275822936 0.0069913255937732411 -0.0014850330397214982 -0.0083202014350422775
leaf_weight=1.9948987504467357 12.765999533236025 3.7964859195053604 109.18146943673491 4.1048225015401867 3.647494759410618 5.5992149021476507 3.3273771405220032 7.6449907086789599 2.8724192399531594 2.7547373361885539 4.1040688306093207 5.3842726573348036 20.747067362070084 19.690221376717091 9.0060659870505315 5.7020406350493422 14.098518565297125 5.472584895789625 8.3845449760556239 6.4489431828260413 6.7614541277289391 8.7478821948170644 103.81969205476344 12.413694642484186 18.016608895733956 23.466323666274548 8.9552113078534585 16.221340958029032 53.809092933312058 8.6203688234090787
leaf_count=72 649 49 424 16 21 190 49 40 125 103 11 33 64 73 45 29 49 50 21 39 22 44 786 179 139 101 69 60 331 151
internal_value=0.000333796 0.00062019 0.00140085 -0.000933195 -0.00666225 -0.00332408 0.00313249 -0.000706473 -0.000480287 -0.000318057 -0.000115264 0.00251707 0.000994278 0.00347948 0.00180538 0.00253722 0.000107101 0.00124049 -0.00124036 -0.00605473 -0.00145721 0.00400972 -0.00101185 -0.00430535 0.000404388 0.00111256 -3.73748e-05 0.00109809 -0.000552592 -0.00242853
internal_weight=517.56 504.794 335.957 168.837 16.3706 12.5741 6.97487 116.332 114.337 152.466 149.712 219.625 85.0513 134.574 79.6671 114.884 58.92 49.9139 35.8154 18.683 12.234 17.1324 106.692 16.5185 133.193 106.556 83.0897 74.1345 57.9132 26.637
internal_count=4034 3385 1916 1469 309 260 70 1023 951 1160 1057 893 367 526 334 453 270 225 176 111 72 65 911 195 862 572 471 402 342 290
is_linear=0
shrinkage=0.0106021


Tree=78
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 2 0 0 1 2 1 0 1 0 2 2 1 2 2 2 2 0 0 1 1 0 0 1 2 1
split_gain=35.6227 14.4945 16.245 12.4776 9.28169 13.4311 7.75116 6.9168 9.54332 7.36309 5.71591 5.63455 5.02628 10.0689 13.1209 5.33529 6.74816 5.2615 4.05475 6.81098 5.26688 6.24624 7.50236 4.98593 7.71985 6.80495 4.6625 3.86864 3.64287 5.55249
threshold=0.5718990449500001 42.719328117250008 0.42018203045000008 0.37078231190000005 42.67709657435001 42.066503896600004 0.48098859315000003 0.47396784530000008 0.32388251845000005 39.110279783550006 0.34311846950000008 0.57152480465000022 0.39193437325000008 0.47769527860000011 47.927946529500012 43.89540535710001 0.39814676205000005 48.96897326980001 41.827117825850003 41.385032804600009 42.094663496250007 0.5654770815500002 0.52582258015000016 0.37413550490000008 0.39542229275000007 0.53544804050000006 0.54228915300000013 0.43401395170000007 40.80591513400001 0.43401395170000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -4 10 -10 18 13 14 -3 16 -14 -16 19 23 -20 22 -22 -5 -25 -26 -27 -21 29 -28
right_child=-2 12 3 11 -6 6 -8 -9 9 -11 -12 -13 15 -15 17 -17 -18 -19 20 27 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.0053299408949775556 -0.0038827252586220696 -0.0042716724021046645 0.0042727053492556824 -0.0048557159683139022 0.0052753816574615427 -0.0048265778507385719 0.0010685863529058476 0.0025000113207346961 0.0017112576293460714 -0.0068310913549546074 -0.0052780579587416087 0.0052295708743332362 -0.0065142888555270008 0.0012047085900291016 0.0041732060979593902 -0.0043201844734382256 0.0014039750728318656 -0.0015507986521134103 0.0042773525259993976 -0.0078393764984193842 0.004374804792829548 0.0052543203345134688 -0.0034335092778591215 0.0016633410849339692 -0.0046705113619559127 0.0018729015724345322 -0.0037658211688499804 -0.0008484161975901561 0.0017405836000832992 -3.0471644930597259e-05
leaf_weight=9.2934292126446945 44.566344091668725 24.989821504801512 8.5351224541664141 4.883995570242404 19.688984721899033 11.215901933610441 10.657733298838137 174.12204966694117 10.838404692709448 5.5406792275607577 3.8980455659329882 5.5232688486576071 3.3691115565598002 55.124065645039082 8.3974956423044187 17.200825998559594 12.137620169669388 7.403821036219596 12.359179273247717 4.3050497099757186 4.1169898249208954 4.557619296014308 11.263856038451193 54.569825269281864 9.5894596315920335 18.895052380859852 17.47365764528513 3.5296498239040375 9.442728139460085 22.060693919658661
leaf_count=253 977 327 21 31 58 86 37 551 40 61 37 14 48 221 20 315 55 34 40 38 13 10 74 203 115 61 138 17 30 109
internal_value=0.000377914 0.000713996 0.00114444 0.00128533 0.00201647 0.00173105 -0.00195421 0.00212827 -0.00011827 -0.00196654 -0.000137537 0.000306203 -0.000746325 -0.000174918 -0.00203931 -0.00242198 -0.000316408 0.00149118 0.000152611 -0.000201235 0.00173846 0.00016469 -0.00134346 5.56168e-05 0.000237293 -0.000767324 -0.000215854 -0.00468984 -0.00102168 -0.00168145
internal_weight=609.55 564.984 436.361 427.068 244.497 224.808 21.8736 202.934 28.8123 20.2771 14.7365 182.571 128.623 95.9152 40.7911 32.7076 15.5067 15.8013 177.048 144.75 32.2976 19.9385 15.3808 136.915 132.031 77.4616 67.8721 7.8347 48.9771 39.5344
internal_count=4034 3057 2037 1784 891 833 123 710 159 138 77 893 1020 602 381 418 103 54 879 742 137 97 87 687 656 453 338 55 277 247
is_linear=0
shrinkage=0.00494996


Tree=79
num_leaves=31
num_cat=0
split_feature=1 2 0 1 2 2 0 2 0 0 1 2 0 1 2 2 0 1 0 1 0 0 0 1 1 1 1 1 1 2
split_gain=21.1554 8.73188 10.8927 8.51291 7.38841 7.11935 7.83485 6.04984 5.62281 4.94163 5.87808 4.55932 8.54213 5.64459 5.32813 4.16017 4.06459 4.99435 3.88699 3.87184 3.80928 5.14384 6.48189 7.97341 5.80385 5.66266 5.65121 4.58262 3.91892 3.79287
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.39072183470000005 42.67709657435001 42.141702038450013 0.49094338495000006 38.244973486750006 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 0.37078231190000005 49.122847560300009 43.018222997350009 0.52863686715000002 0.40667944075000007 0.37331217625000007 0.4025178887000001 0.56643513670000012 0.54646567465000018 0.53544804050000006 0.39591628995000006 0.39382054430000007 0.42209814075000007 0.39091643965000006 0.43837010870000009 0.45107930900000009 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 16 9 10 11 12 18 15 -13 -14 -5 -18 -3 29 21 22 23 24 26 -23 -9 -22 -29 -15
right_child=-2 8 3 7 -6 6 -8 20 -10 -11 -12 14 13 19 -16 -17 17 -19 -20 -21 27 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.007890968865232861 -0.006973578236133763 0.006595960215666166 0.0021271976397893113 -0.010704422031131302 0.0064606333987211727 -0.0053371734099775282 0.0049654908750067887 0.0045947492803972015 -0.0068845360918823907 0.004479091988080477 -0.009131506014784992 0.0048780095674339913 -0.003648618052175201 -0.0010130091928765995 -0.0030976870490961707 0.0029343646121730363 0.0022118588178431076 -0.0045925415780741774 -0.0065032503381528715 0.0066904891504971252 0.0077091875287433366 -0.010754186313459625 0.0030155398038329241 -0.0090530535461983905 0.0070960619207196566 -0.0013295988271103834 -0.0086597289706802534 -0.0033248015496692854 0.0038827456914805295 -0.0091445295703405042
leaf_weight=7.2440820857882491 20.907849887385964 1.3444758616387869 229.74267506971955 3.4962098933756378 19.991258878260851 14.714200761169197 5.6823823973536483 3.0553646162152308 8.7914444226771575 9.3884899169206601 4.9064246863126746 14.24468579888344 6.5961264893412581 6.0695520341396296 6.9074319116771212 27.806574374437332 9.3532710447907466 16.663576493039727 19.573272062465549 1.700067967176438 8.2954406291246432 4.1295352354645756 36.965933419764042 6.4767404887825242 5.2603599056601524 24.824910297989845 4.3015976138412952 7.0159712955355671 10.39973597973585 6.7047603912651539
leaf_count=255 757 11 895 44 78 101 19 9 176 52 132 39 33 38 40 101 45 195 305 4 22 35 115 91 15 120 67 51 62 127
internal_value=0.000379493 0.000668665 0.00116773 0.00132764 0.00210101 0.00175259 -0.0024669 -0.00016204 -0.00115903 -0.000680741 -0.00118613 -0.000757489 -0.00167606 2.9498e-05 0.00227347 0.00167219 -0.00316013 -0.0021463 -0.00566131 -0.00387485 0.000637077 -0.000123075 0.00119432 -0.00233153 0.00111876 -0.00267375 -0.00315511 0.00315054 0.000979163 -0.00528094
internal_weight=552.554 531.647 417.613 410.369 270.131 250.139 20.3966 140.239 114.033 105.242 95.8534 90.9469 69.7948 48.8771 21.1521 34.4027 29.5131 26.0168 20.9177 14.4744 110.726 85.0144 56.06 19.0941 12.6173 28.9544 7.35696 25.7111 17.4157 12.7743
internal_count=4034 3277 2219 1964 1093 1015 120 871 1058 882 830 698 619 303 79 134 284 240 316 169 587 452 297 182 91 155 76 135 113 165
is_linear=0
shrinkage=0.00745228


Tree=80
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 2 0 2 2 0 0 2 0 2 0 0 2 2 2 1 0 1 0 0 2 2 2 2
split_gain=14.6764 5.05929 7.65067 7.06535 4.52689 3.82161 4.90075 3.16439 6.78076 4.61591 4.35828 3.14286 4.28152 3.00955 3.21441 6.23571 7.49274 4.51562 3.93828 3.93486 4.7775 4.07377 10.3068 8.71008 4.12558 4.64847 6.11816 3.88636 3.11978 3.02748
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 42.67709657435001 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 44.421469061800003 49.122847560300009 0.54386096225000014 0.55538756325000016 32.051492741500006 0.50706565670000014 42.198888176300009 0.49094338495000006 0.51191581090000016 42.434124620650003 38.400997490450003 38.903925214650009 0.35651627195000007 0.50278434775000014 0.34608245260000009 0.48637765340000011 0.48351845755000006 41.257403903850005 42.522337019050006 41.806790701050012 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -10 -9 -7 -13 -4 15 19 18 -16 -17 29 -21 23 -23 24 25 -22 -27 -20 -25 -15
right_child=-2 4 3 -5 -6 11 -8 10 9 -11 -12 12 -14 14 17 16 -18 -19 27 20 21 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.015073817408305858 -0.012805740284337831 -0.0099931834619386428 -0.010349443933731028 0.011666366886289725 -0.012493234180865691 0.017795836500605122 -0.017536064815472322 0.0084619564850503832 0.0016818236007135588 -0.012450552253603578 -0.0056251442327350113 -0.011754424202124586 0.014324835937004217 0.0042866456499434397 -0.012540877600766377 -0.02120862544436098 0.011516844721082775 0.0006892924249230903 0.0047695877304316913 -0.011610814626038454 0.0020753717100729803 -0.019205854968653287 0.0086748684847207276 0.0138916445856166 0.012728539099604762 0.0024782397074162303 -0.022059568046856898 -0.01457765577113323 0.0017073548916858043 0.012095532939766626
leaf_weight=5.5755350096151224 16.714849751442671 18.97735963948071 4.3672723080962887 14.982176691293715 7.6605861354619256 3.8666281402111036 3.9780114255845538 13.786702014505865 44.296936295926571 5.3989726379513732 6.842898651957511 2.7545569241046906 2.5009735524654388 24.161874022334814 5.5513971988111726 4.6772102564573315 4.2226482406258574 166.09751271270216 4.3834122195839864 4.7654208764433852 77.785202857106924 5.5289369374513608 5.5147787779569626 20.361545313149694 6.6942893639206877 4.4561371728777868 4.0288117825984955 4.265924260020256 5.5736425742506972 18.06936682574451
leaf_count=253 757 327 42 68 177 8 132 39 222 97 40 34 10 104 49 40 13 937 25 26 305 56 21 75 23 16 25 31 25 57
internal_value=0.000495824 0.000939491 0.00170869 0.00195142 -0.00179352 -0.000993092 -0.00186483 -0.00116676 -0.00265554 0.00014648 0.00378922 0.00792112 0.000656034 0.00155858 0.00170062 0.00297081 -0.00523361 0.000261408 -0.0105412 0.00378454 0.00257967 0.00310008 -0.00528336 0.00387876 0.00181587 0.000969081 -0.00917277 -0.00477263 0.0112732 0.00762781
internal_weight=517.842 501.127 391.063 385.488 110.064 102.403 93.2809 89.3029 68.6733 49.6959 20.6296 9.12216 5.25553 370.505 366.138 194.489 17.5492 171.649 13.3265 176.94 134.709 129.943 11.0437 118.9 92.9644 86.2702 8.48495 8.64934 25.9352 42.2312
internal_count=4034 3277 2191 1938 1086 909 857 725 646 319 79 52 44 1870 1828 842 109 986 96 733 572 546 77 469 369 346 41 56 100 161
is_linear=0
shrinkage=0.0144301


Tree=81
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 0 1 1 1 1 1 2 1 2 2 2 0 1 1 0 1 0 1 0 0 0 2 0 0
split_gain=13.4662 4.94983 6.69237 5.04965 5.10498 5.35223 3.77914 3.08044 4.27062 5.41196 3.91242 3.72047 3.63701 2.85858 2.58983 5.18055 6.01167 4.88144 3.65455 3.52229 4.60978 6.42129 5.45 3.76735 3.89475 4.36846 3.78124 3.59984 3.28026 4.68647
threshold=0.59897907245000015 0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.31135295350000008 39.577821550850011 0.3055746834000001 42.599563320500003 41.827117825850003 41.605323437500005 0.57944372925000021 0.41988263825000011 0.39542229275000007 0.56719858685000013 0.43837010870000009 0.56395018115000017 0.46280051495000007 0.54646567465000018 0.53544804050000006 0.56294721715000018 39.051326806600009 0.55832160710000012 0.55677973715000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 6 -6 8 9 10 11 13 -9 -1 15 16 17 19 -17 -5 22 -22 23 24 25 -21 28 -23 29 -26
right_child=-2 3 -4 14 5 -7 -8 12 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 20 21 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.020376690541394619 -0.020106763134861243 -0.032001669040906601 0.0040672618112727538 0.01422467784948513 0.019189479380067914 -0.020800741827764729 -0.0095291724758242834 -0.0264028053480478 0.0083800213374173073 -0.020061638761045292 0.010661601519820303 -0.02686759962798883 -0.0049684352717872275 0.001516421764430889 -0.0058075624056075741 -0.0009218376079155341 -0.028247480375557871 -0.021019497928500185 0.014938258787164342 -0.014669968172394372 0.021326714985826067 -0.017529410663237082 -0.025924546112613463 0.016449277896543418 -0.017407313724717852 0.0037209249904497387 0.0056184375002668171 0.0055859576110573201 -0.035046505819476478 0.0089893523713775094
leaf_weight=2.6326142018661001 11.600739726796744 3.7216206118464461 248.21885701268911 6.6038893088698378 3.5697646811604482 5.2454880103468895 3.3729441948235035 3.4088461445644525 17.171533538028598 6.1297065056860438 9.0838932953774911 2.5058092754334202 24.754740606993437 15.833948735147713 28.576188312843442 8.8482991009950656 3.0260629802942267 4.1559723336249581 14.526936009526251 5.802484329789876 7.8665740340948132 3.6030387282371512 3.7164372056722632 4.0593812689185134 9.7687494605779666 31.035868689417839 4.6496384814381591 8.7247176319360715 2.4480501040816298 3.4428610503673545
leaf_count=125 649 49 1041 20 21 190 49 68 72 96 46 63 304 101 393 45 29 130 56 64 30 40 42 12 89 114 18 38 22 18
internal_value=0.000613353 0.00109747 0.0024789 -0.00163398 -0.0120584 -0.00596885 0.00523723 -0.00235741 0.000390135 -0.00340135 -3.63486e-06 -0.00462313 -0.00756279 -0.00160469 -0.000534574 0.000697706 -0.00124905 -0.000396933 0.00893469 0.00053749 -0.000524435 0.00759346 -0.00304949 -0.00166054 -0.00294694 0.000824138 -0.00978717 -0.00116998 -0.0143614 -0.0105285
internal_weight=508.106 496.505 329.74 166.765 15.9098 12.1882 6.94271 81.5211 53.3575 36.186 30.0563 20.9724 28.1636 18.4666 150.855 122.279 98.9037 95.8777 23.3752 91.7217 85.1178 20.1943 64.9235 61.207 57.1477 36.8384 20.3093 12.3278 15.6597 13.2116
internal_count=4034 3385 1916 1469 309 260 70 875 503 431 335 289 372 226 1160 767 666 637 101 507 487 108 379 337 325 178 147 78 129 107
is_linear=0
shrinkage=0.0194548


Tree=82
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 1 1 0 2 0 2 1 0 1 0 2 1 2 1 2 2 1 1 2 0 2 2 0
split_gain=23.6089 9.84245 15.3443 9.08796 5.33577 7.31197 6.53446 8.67912 4.42677 4.77174 4.33847 4.29972 4.33164 3.5377 6.03486 5.51882 7.6835 3.8446 10.1987 10.4107 5.29935 9.13818 4.9418 4.89916 7.81465 9.23714 6.79837 5.23081 3.48249 3.45556
threshold=0.57944372925000021 0.39091643965000006 0.47721625100000004 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.46280051495000007 0.34512439750000007 0.42569084760000003 44.952171034750002 0.47700667645000011 44.756878345700009 0.37078231190000005 0.50339810185000011 0.37977904855000005 0.50889194935000015 38.625745710700009 0.35651627195000007 43.426640904350009 0.34575312120000007 42.779078631750004 43.384297312450009 0.34545372890000009 0.34542378970000004 41.872294782850005 0.47943175355000006 42.824128352900011 34.41230404325001 0.51505942935000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 -6 -7 -8 9 10 -1 12 -10 14 17 16 -15 -4 20 -20 23 -22 -23 24 25 -19 -27 -28 -17 -18
right_child=-2 3 13 4 5 6 7 -9 11 -11 -12 -13 -14 15 -16 28 29 18 19 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0055443693745238004 -0.0057378459600396408 -0.0036839822921374446 0.0045488696880661168 0.0019749659425452705 -0.0034546098279330255 0.0020972561862934946 -0.0085283083874603087 0.0017641005565185977 -0.0069524742993191391 0.00129155729801094 1.1519568757749598e-05 0.0012317013915974604 0.00066880341907281317 0.0021366026916422995 0.0062171133830822862 0.0069612123819092946 -0.0099314042145883779 0.002749668491256962 -0.0091941810556652355 0.005154890352409602 0.0047117448413650127 -0.0070031168270979797 0.0021773945068700052 -0.0015956760043483896 0.0081335369538994822 -0.010664022172152067 -0.0052474854896928727 0.0031501588043189297 0.0012617795321827449 -0.0017639444330747604
leaf_weight=11.302971195429565 26.928530445322394 35.08419581875205 26.565816648304462 47.40687657892704 30.859498701989651 39.033462284132838 7.0879184901714307 7.7750577293336391 14.144528301432734 39.949835766106844 14.546832654625176 6.4760053083300582 4.4326397739350787 8.827398821711542 18.116154596209526 5.5475852563977233 5.6558802500367147 48.855169303715229 7.1711645722389203 3.3606347665190697 57.457342892885208 4.9342302531003934 5.7408979907631874 21.929759331047535 8.4002044349908811 3.9871295318007496 6.1575407981872541 7.3801704049110413 38.683113019913435 4.0039505511522293
leaf_count=291 879 479 80 171 241 178 114 41 217 201 81 29 56 30 55 12 51 153 44 11 201 29 22 93 22 35 31 22 145 20
internal_value=0.000409935 0.000716015 0.00132317 -0.000640364 0.000167601 -0.000843319 0.000651828 -0.00314419 -0.00108198 -0.000165697 -0.00241782 -0.00348852 -0.00513399 0.00209593 0.00249763 0.000686479 -0.00240019 0.00216395 0.00180269 -0.00461548 0.00221274 0.00364979 -0.002066 0.00120034 0.00202028 0.00124667 -0.00294335 -0.000669456 0.00197662 -0.00654603
internal_weight=567.802 540.874 373.627 167.247 132.163 84.7559 53.8964 14.863 90.8528 65.7996 25.8498 25.0532 18.5772 282.774 220.056 62.7179 18.4872 201.94 175.374 10.5318 164.842 68.1325 10.6751 96.71 74.7802 66.38 17.5248 13.5377 44.2307 9.65983
internal_count=4034 3155 1931 1224 745 574 333 155 875 573 372 302 273 1056 798 258 101 743 663 55 608 252 51 356 263 241 88 53 157 71
is_linear=0
shrinkage=0.00672725


Tree=83
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 0 2 2 1 0 0 2 0 1 1 0 0 0 0 0 1 2 2 0 2 2 2 1 0
split_gain=12.6608 4.51877 6.2433 4.53209 4.40953 5.011 3.36188 2.72606 3.90973 2.54874 6.23708 5.83173 5.50803 4.24549 3.2246 6.74891 4.82635 8.71159 5.79984 4.74049 4.70447 5.17277 2.47587 3.2135 3.19198 3.14612 6.07571 5.28789 4.60467 3.7876
threshold=0.59897907245000015 0.39072183470000005 0.47883296910000012 0.52770875125000016 39.110279783550006 42.360359531950003 0.52453519355000011 32.051492741500006 35.171584490050009 0.35862698720000002 0.49787431515000008 0.49336846205000007 36.620308449100001 0.49053920540000012 0.36945001650000003 0.37078231190000005 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.51505942935000004 0.50889194935000015 0.37977904855000005 37.198331469900005 42.599563320500003 0.55769288345000012 41.827117825850003 41.218101594450012 40.80591513400001 0.39591628995000006 0.53544804050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 6 -6 -1 -9 11 -11 13 -12 -4 -14 -16 17 19 -18 20 -17 -22 -5 25 -25 26 27 28 -24 -30
right_child=-2 3 9 22 5 -7 -8 8 -10 10 12 -13 14 -15 15 16 18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.022192100857993436 -0.017691075379308072 -0.027136486510270071 0.0046201089927299941 -0.0068245071190473749 0.016226443187489711 -0.018395339863031643 -0.007832864038764379 0.011245919001467288 -0.0016545600228805896 -0.016462163902096254 0.010375713081859314 0.014178656171988482 -0.0094432302703994844 -0.010497807566478903 0.016740790810223383 0.0061085000694183263 0.016504145837143044 -0.022770945094534343 -0.0035810283319887377 0.016215238040312795 -0.02460955983162082 0.0051280941456164943 0.016943674666221015 -0.000753664801516469 -0.012918420149951652 0.0072624479492167044 -0.013536270965030791 0.010545711395986765 -0.020878980658472376 -0.00093450938965181139
leaf_weight=1.780805880203842 10.956754682585595 3.5110123120248309 106.73424109816551 16.046925304457545 3.4402724131941778 4.9409196889027953 3.3944848217070103 7.3999402411282054 104.67726712394506 5.3291630595922461 20.420748218894005 18.747803658246994 8.9590277597308141 5.7596660926938048 7.4853987395763388 6.547914266586309 8.1711790710687655 6.530937645584344 8.7679930850863439 4.2352360524237147 4.7442923225462437 2.7002479732036591 4.0403840690851203 19.16600147634745 9.4867063593119365 23.273130428045988 8.5845192447304708 15.670420443639157 2.9676692932844153 49.942733185365796
leaf_count=72 649 49 424 195 20 186 54 40 911 33 64 73 45 29 27 23 21 39 44 12 50 9 11 169 224 101 69 60 38 293
internal_value=0.000545132 0.00095005 0.00211055 -0.00137138 -0.0102659 -0.0052358 0.00427738 -0.00113734 -0.000802801 0.00382947 0.00149441 0.00532208 0.00271246 0.00384607 2.09673e-05 0.00174493 -0.000947058 -0.00577375 0.00610773 0.000316303 -0.00449599 -0.0138233 -0.000459932 0.000307217 -0.00478133 0.00170272 0.000109333 0.00172237 -0.000705432 -0.00205317
internal_weight=504.414 493.457 328.992 164.465 15.2867 11.7757 6.83476 113.858 112.077 215.134 83.8921 131.242 78.563 112.494 58.1422 49.1832 41.6978 24.7586 16.9392 18.2277 13.9925 7.44454 149.178 133.132 28.6527 104.479 81.2057 72.6212 56.9508 52.9104
internal_count=4034 3385 1916 1469 309 260 74 1023 951 893 367 526 334 453 270 225 198 133 65 94 82 59 1160 965 393 572 471 402 342 331
is_linear=0
shrinkage=0.017152


Tree=84
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 2 0 1 1 1 1 0 0 1 2 2 1 2 1 0 1 2 2 1 0 2 2 0 1 1
split_gain=23.2275 8.97028 12.158 9.29013 9.44327 10.9702 9.01237 5.86973 5.44657 4.63829 5.32315 4.47254 4.31865 4.87136 3.98966 3.79824 3.88229 3.63278 4.56852 6.54299 3.56297 3.30334 5.25057 3.29701 3.65251 6.5223 3.15238 3.15896 4.00341 5.97327
threshold=0.5718990449500001 42.719328117250008 0.42018203045000008 0.35471991855000007 0.34584293880000011 41.919251152600005 0.48447651265000008 0.34551360740000009 0.34515433670000012 0.35862698720000002 0.36359689830000008 0.57152480465000022 0.54646567465000018 0.44805544745000009 39.664548207900005 42.67709657435001 0.34608245260000009 41.827117825850003 0.43563066975000003 0.56643513670000012 0.34569324270000007 41.806790701050012 40.159267750750011 0.34467530910000005 0.4778150355000001 41.035283712600005 35.419594101850009 0.49830843385000007 0.36945001650000003 0.37286308795000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 8 14 -8 -11 12 26 17 -4 16 -6 18 19 -14 -9 22 -18 -16 -25 -26 -12 -28 -29 -30
right_child=-2 -3 3 6 15 -7 9 20 -10 10 11 -13 13 -15 23 -17 21 -19 -20 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.0072486307522142161 -0.0048401332537704837 -0.00084528883775409085 0.0035939747774218185 -0.0080274482092873231 -0.0011670235214337613 -0.0033593467604743983 0.0063222234885370364 -0.0049033886362776615 0.0051092178420467042 -0.0075089245139444254 0.0038187505676259641 0.0069997950762674494 -0.0046471159046518936 0.0013050413335534714 0.0023523907008818012 0.007617928066106794 -0.00084173372751453711 0.0011209773198535412 -0.010957646305184377 0.0064258130789572373 0.0023147346762849006 0.001307284561837718 0.0072277586590753307 0.001799553808002903 2.4754737444965313e-05 -0.011004370816454744 0.0064214889860800357 -0.0046257094853374885 0.0061797608667857077 0.00037125844370704053
leaf_weight=7.5967276506125918 36.112962990999222 118.227379379794 28.306454665958881 5.6269672326743594 6.3572097420692435 18.351427894085646 6.6044175028800955 7.7276949211955053 33.945263110101223 3.7556505873799315 17.661981351673603 5.0524061471223822 15.670659717172393 21.486460402607918 15.983710221946238 16.156208150088787 4.5015767551958588 7.6431687027215949 3.9551549404859534 2.9388133436441413 5.3785728737711906 10.228866338729857 22.081481643021107 7.1651798114180592 6.0107282698154432 4.2409053146839142 4.3784981071948996 6.5920832380652419 8.9237538650631887 102.69010163098574
leaf_count=253 977 1020 94 63 28 119 20 36 94 23 58 14 128 95 66 53 25 29 32 12 17 41 68 23 22 25 13 33 29 524
internal_value=0.000442712 0.000805935 0.00128558 0.00144789 0.00255794 0.0015109 0.000476199 0.00233268 0.00291829 0.000706963 0.000522227 0.00067534 0.000508863 -0.00117363 0.00171305 0.00480133 0.0037472 -0.00293667 -0.0043111 -0.00289848 -0.0019412 0.00459586 0.00586127 0.000118991 -0.00193064 -0.00453778 0.00112902 0.000741486 0.000531092 0.00083566
internal_weight=561.352 525.24 407.012 399.415 186.435 127.11 212.98 108.759 95.6522 207.353 200.749 196.993 191.941 51.6943 61.707 59.3253 43.1691 30.2078 22.5646 18.6095 13.1063 36.8119 26.5831 33.4005 17.4168 10.2516 140.246 122.584 118.206 111.614
internal_count=4034 3057 2037 1784 711 496 1073 377 324 1010 990 967 953 296 230 215 162 201 172 140 53 134 93 136 70 47 657 599 586 553
is_linear=0
shrinkage=0.00680984


Tree=85
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 0 1 2 0 0 1 0 2 0 0 0 2 0 2 1 2 0 0 1 1 1 1 2 1 2
split_gain=24.3903 10.1386 13.3445 10.5276 6.1302 7.8687 7.52863 8.10244 7.09623 4.57071 5.68259 4.71727 5.08943 4.99404 4.0105 3.8121 12.3631 6.58902 5.5575 4.87262 4.36026 3.69541 4.59975 3.47259 6.13579 4.34593 4.77942 4.52285 3.98792 3.44156
threshold=0.5718990449500001 42.719328117250008 0.42018203045000008 42.67709657435001 42.094663496250007 0.48098859315000003 0.35862698720000002 41.975471476700008 0.49336846205000007 0.57152480465000022 0.36359689830000008 0.52366695610000014 40.636252116050009 0.52688542260000015 0.47754558250000007 0.47769527860000011 47.927946529500012 0.4778150355000001 43.961868063600001 0.3782970569500001 48.96897326980001 0.53158588065000012 0.53347205170000012 0.34674111555000003 0.34608245260000009 0.34551360740000009 0.34515433670000012 40.467253020850002 0.34503457980000002 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 14 8 9 23 10 -8 12 -12 -13 -6 16 -3 -17 29 -20 -18 -21 -23 24 25 26 27 -4 -29 -19
right_child=-2 15 3 -5 5 -7 7 -9 -10 -11 11 13 -14 -15 -16 17 20 18 19 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0072118116950651108 -0.0048399233436374027 -0.0056448084269969155 0.0029132437210293949 0.0063866366442437636 -0.002346180633951971 0.00056044408494859525 -0.0070773672832810134 0.0074578970677204497 0.0071026071810308912 0.0067718627274468406 0.0023136645669103247 -0.0063317718518179703 -0.0042060721752641504 -0.00020518833131597907 -0.010671905014261148 0.010322047852021945 0.00542923369164888 -0.0020112215370332305 0.0015701220147504484 -0.0082386261450854304 -0.0016985440878383939 0.0068301152337998669 -0.0040727378897398477 -0.0014119272120207355 0.0063740095468531911 -0.00094514848799823106 0.0044988390493128239 0.00043539522098045322 -0.0065971318389933271 0.0019578094126784925
leaf_weight=8.1748360842466337 37.272996008396149 24.076083643361926 36.934536218643188 18.946808166801929 5.5761045478284341 28.03428528830409 4.8475394509732714 7.4801633432507506 14.423055276274679 4.8126721084117881 59.885995835065842 6.462108824402093 5.9785461146384469 92.592889178544283 4.9661019369959831 2.676832675933837 8.2215864658355695 13.45306810736656 8.3925597146153468 7.6445362679660347 7.4065612256526938 2.0855167210102072 11.144527506083248 11.46256725117564 15.954468742012976 19.945692166686058 35.070892095565796 21.708889007568363 4.4034439623355857 37.751598458737135
leaf_count=253 977 327 127 66 43 126 43 19 47 14 228 64 40 511 40 4 20 71 36 187 34 8 157 66 48 78 107 95 22 176
internal_value=0.000428706 0.000798871 0.00131022 0.0014846 0.00124054 -0.00130568 0.00152777 0.000590814 0.00259456 0.000296582 0.000113017 0.000324366 0.00172187 -0.000604872 -0.00626817 -0.000897921 -0.00261555 -7.77382e-05 -0.000423679 -0.00276582 0.00205121 -0.00450907 -0.00235407 0.00214762 0.00245207 0.00192208 0.00250494 0.00139581 -0.000750532 0.000915021
internal_weight=567.787 530.514 407.662 399.487 380.54 38.5765 341.963 182.06 159.904 174.58 169.767 164.92 65.8645 99.055 10.5422 122.853 39.7042 83.1486 80.4718 29.2671 15.6281 20.8746 13.23 145.48 134.018 118.063 98.1178 63.0469 26.1123 51.2047
internal_count=4034 3057 2037 1784 1718 209 1509 919 590 900 886 843 268 575 83 1020 381 639 635 388 54 352 165 543 477 429 351 244 117 247
is_linear=0
shrinkage=0.00673799


Tree=86
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 0 0 0 1 0 2 1 0 0 2 2 0 0 0 0 0 1 1 2 2 1 1 1 1
split_gain=12.62 4.49356 7.05457 6.69042 3.72017 3.15422 6.04297 4.63518 5.89836 4.34197 6.80501 5.44958 4.25893 4.4505 4.08232 3.68225 3.88467 3.69807 5.50568 3.29439 3.36093 3.9591 4.83668 4.75136 4.96936 3.6967 3.29051 5.53603 4.57725 4.58448
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 42.67709657435001 0.5681267027500001 42.094663496250007 0.5654770815500002 0.54562737640000014 0.48098859315000003 0.35862698720000002 0.49336846205000007 41.975471476700008 0.36359689830000008 0.57944372925000021 0.47754558250000007 41.218101594450012 40.80591513400001 0.52404119640000013 0.52770875125000016 0.52925062125000011 0.53544804050000006 0.54228915300000013 0.44805544745000009 0.40509266190000009 39.952536079750011 39.458743938000005 0.34674111555000003 0.34608245260000009 0.34551360740000009 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 9 7 8 14 10 26 12 -11 15 -7 16 17 -14 -19 -20 -21 -22 23 -23 -25 -24 27 28 29 -4
right_child=-2 4 3 -5 -6 6 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 18 19 20 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.017958946707168157 -0.014948335795298334 -0.0013992662080073623 0.0017212033911998587 0.013642378098613404 -0.018805635290529164 -0.0037830917105025354 0.013770778273631653 -0.02373961160506494 0.0021848221874225865 -0.016596733855448114 0.017229965027008125 0.015325859983939247 0.0039780081849209326 -0.018664362566652319 -0.026195760751494417 -0.00671085253615361 0.009539758469255321 -0.020108106585108459 0.013104454173812815 -0.016057175455386132 0.0062905214720073597 0.010014049109972062 0.0090044765538972778 -0.017065232397219979 -0.00022895216156582285 -0.0082838580130896716 -0.0058643293928637864 0.014831316474944883 -0.0048432296360477163 0.0098532042116852205
leaf_weight=5.196308407932519 14.987989081069825 104.63932920526713 58.659325428307056 14.662633243948219 3.7711038812994948 5.1148642115294951 5.4958501085638991 3.7557704746723166 18.959857851266861 4.4902330208569756 11.561066068708895 7.1160926669836035 57.447797289118171 3.5571295265108338 4.5542959272861481 17.337055860087276 16.542414955794811 4.5851631723344317 4.8183203041553488 4.4704482965171328 17.631547957658768 3.7136788144707706 11.957859987393023 14.434064075350763 8.1210133731365186 5.2878977954387656 10.35234175249934 13.076169628649948 18.439714349806309 31.634696707129478
leaf_count=253 757 951 244 68 135 43 17 25 91 43 47 23 240 103 40 118 60 60 23 48 57 12 57 152 35 33 66 48 78 107
internal_value=0.000615151 0.00108986 0.00196587 0.00223994 -0.00200475 0.0017795 -0.00292254 -0.00575548 -0.00339618 0.00232716 0.00456282 0.000556925 -4.57142e-05 0.000391696 -0.0143397 0.000799186 0.00167297 0.00069057 -0.00182684 -0.000636768 -0.00164581 -0.000592177 -0.00338096 -0.00803201 -0.0110033 0.00370352 0.00345475 0.00424675 0.00297387 0.00457027
internal_weight=506.372 491.384 382.974 377.777 108.41 363.115 37.8806 32.3848 28.629 325.234 143.723 181.511 174.395 169.904 9.66916 166.347 149.01 132.468 75.02 70.4348 65.6165 61.1461 43.5145 26.2688 22.5551 17.2458 132.162 121.81 108.734 90.294
internal_count=4034 3277 2191 1938 1086 1870 216 199 174 1654 590 1064 1041 998 83 895 777 717 477 417 394 346 289 199 187 90 543 477 429 351
is_linear=0
shrinkage=0.0172176


Tree=87
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 0 2 2 2 0 0 0 1 1 1 2 0 1 0 0 2 1 0 2 2 2 2 2
split_gain=16.5536 6.50084 8.99427 6.66717 7.1055 6.90806 6.6295 4.21791 4.209 3.96044 5.8106 4.15743 6.00019 4.46736 3.9273 4.25382 4.17815 4.12264 7.04334 3.77196 3.5914 6.37285 5.4245 3.5246 3.46595 3.25158 4.44988 4.98241 6.53196 5.55319
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.35471991855000007 0.34584293880000011 0.48447651265000008 41.919251152600005 0.5681267027500001 42.67709657435001 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 0.47997065955000012 0.34551360740000009 0.34515433670000012 0.34467530910000005 40.664404858950007 0.4778150355000001 0.35862698720000002 0.47396784530000008 0.44284602260000011 39.110279783550006 0.36359689830000008 0.49830843385000007 43.157831852650006 43.680097826700013 47.709122305950011 45.295823381400005 49.122847560300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 14 9 24 11 -11 12 13 -3 15 16 20 -18 -19 -7 21 -4 -23 -21 -6 -12 -27 28 -28 -29
right_child=-2 7 3 5 8 19 -8 -9 -10 10 25 -13 -14 -15 -16 -17 17 18 -20 23 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.0092813773530651469 -0.007960990769790505 -0.011306826188677814 0.006070729573682287 -0.0095559145837603287 0.002682626401002682 0.007678268955268506 -0.0030368866577138616 -0.0097149604513028336 0.0095987214255573942 0.009290208941194986 -0.0065588699867284049 0.0020743930716228477 -0.018200436198690439 0.0060029360986861829 -0.0020170561054228112 0.005786129472463218 0.0026134970127907465 0.0022331373310260807 -0.011940804804969691 -0.0080557818003135495 0.006675412251152305 0.00050525949822858142 -0.01285431547939383 0.00061273690237792933 0.0097151220205258307 0.0032375156090748455 -0.0014488077007772211 0.0045029412668959384 -0.010300262714148226 -0.0035750244764777093
leaf_weight=6.2104191659018388 17.642698790878057 2.3462438173592073 10.816341705620291 5.3024359364062539 30.874692760407925 5.8051065206527701 20.37010345980525 4.3028061948716632 14.047575421631334 4.7834088131785384 6.8405343405902377 3.7275646850466719 3.3685404658317566 2.3099280446767807 13.257182501256464 31.015758357942104 10.363697819411756 5.2485491037368757 5.7195744812488556 3.7286240532994261 16.096776895225048 8.1713303625583631 3.3436267003417006 204.27773870714009 6.6494312137365332 21.57628988660872 26.381737668067217 17.121277645230297 8.6402182690799219 10.856464838609098
leaf_count=255 757 36 35 66 135 20 133 135 55 14 70 22 24 6 53 94 35 17 32 23 45 32 34 1128 27 131 277 59 163 121
internal_value=0.000454237 0.000743335 0.00126911 0.00143495 0.00271572 0.000406341 0.00157258 -0.00113624 0.00547324 -0.000794305 -0.000202789 -0.00563624 -0.00921792 -0.00271945 0.00247513 0.00313119 0.00175325 -0.00138245 -0.00515818 0.000653401 0.00349391 0.00120063 -0.00337399 0.000457349 0.00392881 -0.000699515 -0.000225608 -0.00141167 -0.00363254 0.00136837
internal_weight=531.197 513.554 401.299 395.089 175.975 219.114 124.403 112.255 51.5717 107.952 96.1999 11.7523 8.02471 4.65617 104.033 90.7757 59.7599 21.3318 10.9681 213.811 38.4281 22.3313 11.515 208.006 37.5241 91.4165 84.576 62.9997 35.022 27.9777
internal_count=4034 3277 2219 1964 727 1237 510 1058 217 923 835 88 66 42 377 324 230 84 49 1171 146 101 66 1151 162 821 751 620 440 180
is_linear=0
shrinkage=0.00883561


Tree=88
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 2 0 2 0 1 2 0 0 2 1 2 0 0 2 2 0 0 1 1 0 0 0 0 1
split_gain=28.7029 11.2484 19.0226 11.1894 8.79788 6.67486 6.51457 7.63227 6.3735 9.24856 5.91837 5.39009 5.14775 5.86213 5.11172 4.98423 4.92789 4.78702 4.41406 4.24074 5.00558 3.65156 3.61181 7.1111 5.04417 3.85198 8.21406 7.81599 5.20455 5.45998
threshold=0.5718990449500001 0.47700667645000011 0.37078231190000005 0.34479506600000004 43.89540535710001 0.34584293880000011 41.919251152600005 0.47997065955000012 39.952536079750011 0.42018203045000008 0.34587287805000005 47.709122305950011 0.48637765340000011 0.48351845755000006 43.018222997350009 0.34608245260000009 49.122847560300009 0.57152480465000022 0.47396784530000008 48.226196960950006 48.96897326980001 0.4778150355000001 0.51191581090000016 0.37473428940000003 0.38906020780000011 0.53544804050000006 0.52432561900000019 0.5223196910500002 0.54499865270000014 0.4349121284000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 17 6 12 21 9 -1 -7 -6 13 -3 -9 -12 -13 22 -11 -10 -21 -8 23 -4 -24 26 27 -26 -27 -30
right_child=-2 2 4 -5 11 10 7 14 19 18 15 16 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 25 28 -28 -29 29 -31
leaf_value=-0.007163751416352517 -0.0050546347492842576 0.0026917382622194163 4.7047466131873225e-05 -0.0051760177421080762 -0.0074770482796016552 0.007001773771671941 -0.0012969439015230709 -0.0018320935003373897 -0.0034791399907005034 0.0022181742413961815 -0.0024871218689825727 0.0024201730047847189 0.0079542032332289136 -0.0031613670935402055 0.0043349723255446532 0.0034252678624956214 -0.0055148709705978077 0.0067739389760500188 0.0084537318684527064 0.0048639742402949576 -0.0030600642079905409 -0.0085077725639518091 0.0031888437113867479 -0.010842847875647195 -0.0046068371219509319 0.0023887218418365257 -0.0042611753874957489 0.004317579937301053 -0.0030075847875740661 0.0010397484514372633
leaf_weight=3.7293281778693226 38.297805037349463 63.073364295065403 8.6959562897682172 23.742302194237709 10.429433615878226 19.776497095823288 5.8618655726313573 11.543799899518492 22.200089940801263 16.859677098691467 6.7102356255054465 7.6139653958380205 6.9962499141693106 8.5488338097929937 12.123753741383551 96.336376316845417 6.2863499261438847 4.9882366955280295 7.0972947329282752 7.5296597778797132 6.5657956749200821 6.5337832793593407 25.086371220648289 3.7872117199003688 6.3243473544716862 44.486216679215431 24.259042982012033 13.607564419507979 24.609678860753775 36.289513431489468
leaf_count=110 977 193 45 321 239 61 34 49 282 62 32 32 17 38 34 331 99 14 15 19 33 49 74 41 36 146 263 43 180 165
internal_value=0.00049486 0.000887211 0.00130738 -0.00128716 -0.00011487 0.00260364 0.00145286 -0.000881332 0.000155911 0.0025529 0.00367813 -0.00387274 0.00252359 0.00199311 0.001327 0.00304026 -0.00116841 0.000360984 0.00406547 -0.00167252 0.00117288 -0.00509779 0.000190052 -0.00325679 0.000436398 -2.52317e-05 -0.00166902 0.00148588 0.000664053 -0.0005958
internal_weight=579.991 541.693 453.969 87.7241 216.464 237.505 114.682 36.0632 63.9818 27.6863 122.823 24.3297 78.6184 71.6222 23.6676 103.047 13.9003 192.134 23.957 36.2955 14.0955 12.3956 187.146 12.4832 174.663 149.576 44.191 19.9319 105.385 60.8992
internal_count=4034 3057 2215 842 1377 838 414 166 521 187 424 370 248 231 83 363 131 1007 77 334 52 83 993 86 907 833 342 79 491 345
is_linear=0
shrinkage=0.00663302


Tree=89
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 2 2 1 1 2 1 0 0 0 1 2 0 2 1 1 2 2 1 2 1 0 2 2
split_gain=43.715 18.5989 22.894 12.853 12.629 11.1339 13.4189 8.46126 11.3376 8.55798 19.2181 5.63235 4.6456 8.78433 9.784 4.12732 5.73206 7.34081 4.12138 4.11947 4.08475 7.22486 3.97826 6.39582 3.9004 5.27777 3.85945 8.9446 8.1256 4.20574
threshold=0.5718990449500001 43.832725745850006 0.42018203045000008 0.39091643965000006 0.53475943835000017 0.47883296910000012 41.942745071500006 47.709122305950011 49.122847560300009 0.35862698720000002 0.34674111555000003 40.750688432250008 0.37078231190000005 0.51191581090000016 0.5054040298000001 0.54228915300000013 0.44805544745000009 39.458743938000005 0.50339810185000011 43.426640904350009 0.3975479776000001 0.39382054430000007 42.719328117250008 42.434124620650003 0.40667944075000007 39.952536079750011 0.32388251845000005 0.47396784530000008 39.110279783550006 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 20 6 26 9 -9 10 -3 15 18 14 -14 -6 24 -18 -7 22 21 -5 23 -8 -17 -26 -4 28 -28 -29
right_child=-2 7 3 4 11 12 19 8 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.005687700112303842 -0.0042933772800132618 -0.003728535339909746 0.004746006111301178 -0.0063036642965476593 0.0017082507724989684 0.002575912840225029 -0.0067356441700656298 0.0030736539061007573 -0.0032313359135122508 -0.0053781645743287707 0.0082438998914676868 0.0019573381272434812 0.0013376611233994204 0.0021946843463235186 -0.0079083368512041802 0.0024219147468694494 0.0032620520982228505 -0.0040386326727613617 0.0052248505888751818 0.001943302162822007 -0.0061910096548701077 0.00064619308499595232 -0.0065019462503954498 0.0010300197545775379 -0.0053486132188849209 0.00012822129350005128 0.00016036658490576548 0.0056561603803449824 -0.0073337096222203914 0.0015888091796048733
leaf_weight=12.993846792727707 49.87752889841795 14.097337841987612 8.7729555368423444 6.3074323423206868 18.779111951589584 180.7887844517827 4.6532378941774422 18.098507057875398 13.592017862945793 22.603818222880363 4.9236062765121451 55.224400788545609 7.1164095401763898 46.335680142045021 5.5398170426487923 3.3665288686752346 12.38848400861025 5.3748476132750502 17.536745756864548 3.974292889237403 8.6345700994133932 11.482976995408533 8.8932703137397748 7.6029739454388618 15.055175475776197 7.0227519124746314 15.50491748377681 8.781824588775633 5.2784900292754164 32.624665819108486
leaf_count=301 977 130 21 80 64 576 49 61 126 327 10 196 23 143 43 12 43 33 47 22 117 69 104 40 135 30 77 20 54 104
internal_value=0.000394425 0.000795241 0.00114842 0.00132714 1.12108e-05 0.00186198 0.000346627 -0.00166175 0.000369453 -0.00320818 -0.000629449 0.000745719 0.00242783 0.00114254 -0.00270945 -0.000333718 -0.0012212 0.001053 0.00281014 -0.00292996 -0.00324679 -0.00181782 -0.00384572 -0.00191832 -0.00280888 -0.00360649 0.00150667 0.00104971 -0.00174295 0.00245145
internal_weight=633.227 583.349 510.034 497.04 143.636 353.404 96.0866 73.3153 31.6905 41.6248 19.0209 117.211 257.317 58.9919 12.6562 61.9869 43.2078 17.7633 198.326 25.1238 26.425 17.7904 21.1495 12.2562 25.4445 22.0779 70.9629 62.1899 20.7834 41.4065
internal_count=4034 3057 2403 2102 779 1323 491 654 187 467 140 513 832 209 66 317 253 76 623 215 266 149 193 89 177 165 276 255 131 124
is_linear=0
shrinkage=0.00521701


Tree=90
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 2 1 0 0 1 2 0 2 2 2 0 2 2 2 1 1 1 2 1 2 1 0 2 0 2
split_gain=35.1516 15.1922 17.2683 12.9952 10.9066 13.054 9.96429 5.84257 5.91821 6.76802 5.7651 7.45068 5.80553 6.774 5.68946 13.0276 8.17325 7.14248 6.53102 5.43407 5.45157 5.26496 4.67975 4.38698 4.17769 3.48704 3.59384 6.51191 3.42667 3.97835
threshold=0.57619532350000013 42.779078631750004 0.42018203045000008 0.35862698720000002 0.34584293880000011 41.919251152600005 0.36359689830000008 0.55769288345000012 0.54228915300000013 0.40301188585000008 42.67709657435001 0.49336846205000007 39.792680591700012 41.806790701050012 47.927946529500012 0.47769527860000011 44.421469061800003 49.122847560300009 43.018222997350009 0.34551360740000009 0.34515433670000012 0.37078231190000005 43.847983878700006 0.36160593995000007 39.664548207900005 0.34467530910000005 0.4778150355000001 41.035283712600005 0.48098859315000003 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 19 -5 8 9 14 11 12 -6 -14 15 -3 18 -16 -17 20 24 -8 -10 -20 -4 -26 -27 -28 29 -7
right_child=-2 7 3 6 10 28 21 -9 22 -11 -12 -13 13 -15 17 16 -18 -19 23 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0061708172508274269 -0.0049566463450070744 -0.0048744668184321892 0.0032322065374245047 -0.0070157337203665231 -0.0026044541295872602 -0.0079909223979511175 0.0030206827708715227 -0.0054913030515779072 0.0074680469996778794 -0.0068698926535454598 0.0066843600861667928 0.0061544290112917977 0.004596551526274922 -0.0011094996623481558 0.0041184269258212154 -0.0034138648954202258 -0.0055634003120461142 -0.0028068962575487407 0.0032271665365842428 -0.0011750175789913156 0.0044663328291048273 0.00030299420753893705 -0.00014274731439168121 -0.0010937043007680271 0.0021975450595883078 0.0016460421523102459 0.00020137584487601448 -0.0089324575244604555 0.0005673512948618563 -0.0018542899246607591
leaf_weight=9.9470085483044368 37.279675025492907 24.443986624479294 30.039565660059452 5.6587983742356291 7.8288496881723395 5.5496822521090534 26.370367005467415 8.7260279282927495 4.9140426218509656 6.134652502834796 20.604280330240726 18.60989573597908 22.247989647090439 9.6786296218633634 14.761731430888178 8.8164056316018087 7.0804891027510157 7.1739968284964553 27.402357675135136 13.540267646312712 35.320715345442295 186.82571763172746 5.6078099496662617 10.549988105893133 16.59912571310997 7.2387142628431347 6.1199586093425733 4.3140111565589905 7.355617754161357 8.943937309086321
leaf_count=255 920 316 94 49 49 53 86 128 9 132 55 51 65 46 39 46 97 40 86 53 94 935 46 74 66 23 22 25 26 54
internal_value=0.000399238 0.000750511 0.00124629 0.00141674 0.00241442 0.0014314 0.000441219 -0.000997146 -0.000661637 -0.00106459 0.00409519 0.00318115 0.00178933 0.00286675 -0.000709268 -0.0014273 0.000137491 0.00185353 0.00100057 0.00220927 0.0026692 0.000639147 0.00341174 0.00202605 0.0016822 0.000323597 -0.00143652 -0.00357508 -0.00259773 -0.00420404
internal_weight=605.684 568.405 442.793 432.846 213.991 135.022 218.855 125.611 116.885 106.364 78.9696 58.3654 39.7555 31.9266 100.229 78.2932 53.8492 21.9357 46.7688 113.172 99.6321 213.196 10.5219 37.9523 64.3114 34.2718 17.6727 10.434 21.8492 14.4936
internal_count=4034 3114 2101 1846 776 510 1070 1013 885 830 266 211 160 111 698 619 303 79 206 377 324 1021 55 160 230 136 70 47 133 107
is_linear=0
shrinkage=0.00569363


Tree=91
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 0 2 1 1 1 2 0 0 0 1 2 2 0 0 0 0 0 2 1 2 0 2 2 2
split_gain=14.0636 5.11943 7.61363 5.95492 7.34494 6.53805 6.38719 4.24026 3.98681 4.39384 3.93172 3.97149 7.0195 3.81078 3.65003 3.60462 3.52751 5.0356 3.53403 4.79778 3.97342 3.51338 6.26087 4.27166 3.16347 2.84453 4.22544 3.66732 4.25328 6.03067
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.35471991855000007 0.34584293880000011 41.919251152600005 0.48447651265000008 42.67709657435001 0.34551360740000009 0.34515433670000012 0.34467530910000005 40.664404858950007 0.4778150355000001 0.5681267027500001 0.49830843385000007 0.35862698720000002 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 0.47997065955000012 0.47396784530000008 0.44284602260000011 38.064633603500006 0.34569324270000007 43.157831852650006 0.50339810185000011 43.680097826700013 47.709122305950011 45.295823381400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -5 14 9 10 21 -12 -13 16 -6 -8 18 -18 19 20 -3 22 -4 -24 -10 26 -19 -27 29 -29
right_child=-2 13 3 6 7 -7 15 -9 24 -11 11 12 -14 -15 -16 -17 17 25 -20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.015646648930104645 -0.013191354379277155 -0.019054219734726405 0.0098454017900414803 -0.016203392104743766 0.0041804113888364042 -0.005523622638797551 0.012746380530434328 0.016202735216982914 -0.010047115644055851 0.0095212931838504697 0.0040587029440691163 0.0036157414744538386 -0.020427478957807246 -0.016353899524662027 0.01646373942774796 0.00054029088986015 0.015259531967702904 -0.019479153994934641 0.003071879952529034 -0.028507367119614869 0.009342624260196471 0.01085415614357887 0.0032066258728258206 -0.015182746329881489 0.0049491096841895975 0.0050407647772146872 0.0053358608020987307 -0.0022249010927648969 0.0021762456537615525 -0.017223318122828773
leaf_weight=5.4811731381341806 15.968295995146034 2.1805428676307184 10.569832205772402 5.0381489396095267 30.209663990885019 20.382609941065311 5.5782636404037467 13.498734056949614 7.7671713680028898 30.435372307896614 10.198086321353914 5.2177117317914945 5.7041123807430267 3.8889120351523152 6.6183206886053076 203.56548820994794 4.450571082532405 4.2476921677589408 3.6243089213967323 3.3064754903316498 2.2435492426156998 15.586550876498221 5.5540697574615461 5.7898366078734398 5.3184012398123741 21.310834012925625 2.4156504087150097 25.292803902179003 27.47605549544096 7.8939550798386326
leaf_count=255 757 36 35 66 135 133 20 55 36 94 35 17 32 135 27 1151 14 59 22 24 6 45 21 45 17 131 11 277 180 163
internal_value=0.000648421 0.00108967 0.00188534 0.00213363 0.00420209 0.00222296 0.000464335 0.00902041 0.00376882 0.00490332 0.00250568 -0.00266401 -0.00894125 -0.00179327 0.00638784 0.000865851 -0.0012511 -0.000289564 -0.00913382 -0.0148562 -0.00465359 0.00541722 0.0015501 -0.00617916 -0.00395216 -0.0010703 -0.010483 -0.000305178 -0.00218321 -0.00579249
internal_weight=516.813 500.845 392.514 387.032 172.85 122.524 214.182 50.3267 102.141 89.0556 58.6202 21.1199 10.9218 108.331 36.828 209.144 104.442 93.0876 11.3549 7.73057 4.42409 37.5003 21.9137 11.3439 13.0856 88.637 6.66334 81.9736 60.6628 33.1868
internal_count=4034 3277 2219 1964 727 510 1237 217 377 324 230 84 49 1058 162 1171 923 835 88 66 42 146 101 66 53 821 70 751 620 440
is_linear=0
shrinkage=0.0149805


Tree=92
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 0 1 2 1 0 1 2 0 1 1 2 1 2 1 0 1 1 2 2 2 1 2 2
split_gain=12.5799 5.03775 7.30778 4.87779 4.73784 4.34558 4.87931 4.59124 4.02976 5.93918 4.54955 3.96478 5.9078 5.05705 3.7003 3.34411 3.25998 3.25959 4.85986 3.17909 3.16181 2.80863 4.33007 6.26931 5.01412 3.11213 3.70925 3.1687 2.78961 2.73258
threshold=0.59897907245000015 0.39072183470000005 0.47721625100000004 0.53475943835000017 43.89540535710001 40.80591513400001 40.890797847750008 0.57537199485000012 0.39587138110000003 37.784765830350004 0.39408999735000005 0.54499865270000014 0.44805544745000009 42.198888176300009 0.56719858685000013 0.34512439750000007 0.39193437325000008 42.094663496250007 0.43639411995000005 40.413896136950008 0.3055746834000001 0.54228915300000013 0.43401395170000007 0.40509266190000009 39.952536079750011 39.458743938000005 39.110279783550006 0.45206730335000006 36.728658719300007 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 8 5 7 -7 21 9 -3 16 -8 14 -14 17 20 -11 -13 -19 -17 -1 -5 23 -23 -25 26 -24 -27 -10 -30
right_child=-2 3 -4 4 -6 6 11 -9 28 10 -12 12 13 -15 -16 19 -18 18 -20 -21 -22 22 25 24 -26 27 -28 -29 29 -31
leaf_value=-0.016872894497242906 -0.016564745094815241 -0.026165020453523185 0.0035213437673610112 0.0044261559155252426 -0.010962163713806018 0.016218339646260221 0.0079094961113655993 -0.017447775039748838 0.0060439909557466181 0.005510112997433772 0.015572845836712708 0.003091408551945952 -0.010190501184756008 0.014970752734216254 -0.019423751069157613 -0.022179881579491779 -0.013309628942598479 -0.024891022795787785 0.0024313103558690568 -0.0048496626528113625 0.00075155509974780647 0.013414875102921112 0.0003837946122461518 -0.021119248457862807 -0.0020729057447573243 0.0020034982952144478 0.017229360314667933 -0.017340539330599012 -0.018123389864602515 0.0034066736953994496
leaf_weight=2.7541984338313332 10.744631550274788 2.1647805720567765 249.54332922399044 18.525357164442539 9.3667059261351806 7.434975139796733 19.951610788702965 4.5970313921570769 1.7806635536253441 4.744861036539076 4.5840755365788928 9.9435900598764508 2.7832812890410406 7.967073243111372 4.3313784301280966 3.2029175888747003 4.7622652314603329 3.4028604403138152 3.3224340975284576 18.644236696884036 57.583823043853045 2.6752856522798565 11.249520227313047 8.7173790372908098 6.0437400862574568 5.0290981382131559 4.8221852332353583 3.868941567838192 11.813240256160496 1.7474114634096611
leaf_count=125 649 23 1041 66 226 23 62 137 18 30 14 41 38 44 39 48 69 28 13 254 448 8 69 105 28 20 11 32 279 46
internal_value=0.00063817 0.00100981 0.00215259 -0.00127898 5.99646e-05 0.000888107 0.00404628 -0.00196203 -0.00695865 -0.00138372 0.00242334 0.00229589 -0.00123162 0.00845647 -0.0061911 -0.00200343 -0.00391698 -0.00275262 -0.0113932 -0.00739037 -5.29332e-05 -0.000793693 -0.00307401 -0.00921887 -0.013321 0.00121695 0.00543817 -0.00640745 -0.012866 -0.015349
internal_weight=508.103 497.358 331.729 165.63 134.032 124.666 59.1372 65.5285 31.5973 16.256 14.0912 51.7022 31.7506 10.7504 21.0003 82.1852 9.50713 16.6689 6.72529 21.8472 60.338 60.9315 42.4061 17.4364 14.7611 24.9697 16.0717 8.89804 15.3413 13.5607
internal_count=4034 3385 1916 1469 990 764 288 476 479 136 113 265 203 82 121 875 99 82 41 302 573 339 273 141 133 132 80 52 343 325
is_linear=0
shrinkage=0.0160694


Tree=93
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 2 2 2 2 2 2 1 0 0 0 0 2 0 1 0 2 2 1 0 0 2 2 0 0
split_gain=11.2527 4.4383 3.92783 5.77991 5.70303 4.63902 3.4678 6.27662 6.07778 5.38392 5.44613 5.69778 5.40331 4.17684 3.25732 3.05147 2.90915 4.20492 2.52411 4.95137 7.0066 3.26142 4.7576 3.05191 2.97292 2.95546 3.8805 3.6603 3.41809 3.24098
threshold=0.59897907245000015 50.448116877400004 0.43780126340000008 0.37078231190000005 0.50339810185000011 0.32388251845000005 42.779078631750004 42.67709657435001 41.827117825850003 43.018222997350009 43.047778594550003 43.157831852650006 0.34623214870000002 0.4815274992000001 0.46495613905000005 0.48271009850000007 0.4778150355000001 44.421469061800003 0.51191581090000016 0.3782970569500001 0.50889194935000015 43.89540535710001 48.86568841230001 0.38906020780000011 0.52005927965000021 0.5216909673500002 38.244973486750006 37.828051409500013 0.56859076075000015 0.52432561900000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 7 8 -4 13 -11 -12 15 -8 -14 16 17 -13 19 20 -5 23 -23 24 -20 -25 27 28 -27 -28
right_child=-2 -3 3 18 -6 -7 9 -9 -10 10 11 12 14 -15 -16 -17 -18 -19 21 -21 -22 22 -24 25 -26 26 29 -29 -30 -31
leaf_value=-0.0017418395237049549 -0.016234252422218803 -0.016973393800939787 0.0038640414567542537 0.0064673131555433097 0.012766006451218491 -0.018327730081748365 -0.0035473848331681397 0.012778116384042453 -0.0040129801378346736 0.018313872124691936 -0.019832751426261251 0.0051630671657083007 -0.0049837641464612658 -0.028589703961555839 0.013649595073488587 0.0074907209788761609 -0.020415379382948903 -0.022248225992902375 -8.0656794517362324e-05 -0.023548985832352945 -0.019750835108993701 -0.013361128370836835 0.0069108067954772364 -0.013423845751496927 0.011167850127831055 -0.00086373216407830322 0.0093836513815072718 -0.020729321676203994 -0.01777905787589007 0.00052854088536829732
leaf_weight=27.73096080403775 9.7490966748446208 3.4404863286763421 140.22571022436023 8.0106776654720289 14.285258904099463 4.9594457102939478 3.7635446414351454 16.210215412080288 29.5945935100317 3.9394201040267935 3.6849767901003387 4.5249080248177069 3.1587800942361346 2.9751164466142654 9.0348572134971601 3.3729882091283789 3.9829324260354042 2.019127756357193 11.098493777215483 3.3809037879109374 3.7255631834268561 9.8025213722139579 4.0946359038352957 4.1280823163688174 12.422814249992369 22.891147859394557 11.326392129063604 3.2930807489901772 3.4263295233249655 115.06382496096194
leaf_count=329 649 140 575 27 55 170 32 74 175 11 42 38 56 22 31 10 23 27 41 75 41 233 33 26 33 164 39 47 106 710
internal_value=0.000568468 0.000903072 0.00102959 0.0014108 0.00308675 -0.00425808 0.00247625 0.00338768 0.00249131 -0.00171474 0.000861136 -0.00144769 0.00114867 -0.0146036 0.0088226 -0.00558322 -0.0097723 -0.00329454 -0.000486658 -0.00670711 -0.0018554 -1.0643e-05 -0.00738824 0.000547634 0.00586026 -0.000232737 0.000116325 -0.00503037 -0.00306598 0.00132209
internal_weight=499.317 489.568 486.127 453.437 240.772 32.6904 226.487 186.031 169.82 40.4567 33.718 29.7786 26.0936 6.73866 12.1936 13.9 10.527 6.54404 212.664 15.1171 11.7362 197.547 13.8972 183.65 23.5213 160.129 156.001 29.6106 26.3175 126.39
internal_count=4034 3385 3245 2746 1171 499 1116 824 750 292 238 227 185 54 87 98 88 65 1575 143 68 1432 266 1166 74 1092 1066 317 270 749
is_linear=0
shrinkage=0.0157948


Tree=94
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 2 2 0 2 2 2 2 1 1 2 0 2 0 0 2 2 1 0 1 0 2 2 0 2
split_gain=10.0796 3.95447 3.62012 4.51731 3.3478 6.8589 7.63598 5.96186 5.42246 3.99085 5.41053 3.62397 7.86578 3.54272 3.99328 9.02476 3.40966 3.3701 8.13679 7.43058 4.54647 4.04122 4.3061 3.32322 2.85991 2.82117 4.51056 6.30245 4.01703 3.75003
threshold=0.59897907245000015 50.448116877400004 32.051492741500006 0.38052752915000004 0.37078231190000005 0.48068920095000006 41.872294782850005 44.169240047700008 0.42018203045000008 41.385032804600009 38.400997490450003 43.631818398850008 43.426640904350009 0.36945001650000003 0.36006406990000012 38.244973486750006 0.49787431515000008 41.319407281650008 0.48351845755000006 0.48637765340000011 41.872294782850005 41.898943182100005 0.34542378970000004 0.48447651265000008 0.34545372890000009 0.47769527860000011 42.719328117250008 42.686561923500008 0.47736594710000008 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 11 -4 10 -10 12 25 14 16 -16 17 23 21 20 -20 -19 -23 24 -7 26 27 28 -8 -27
right_child=-2 -3 4 -5 -6 13 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.029129048127937138 -0.0163049280690186 -0.016982950971431422 -0.016577793657816382 0.0013004752025056543 -0.00042751655520730962 0.0090832368334806141 -0.013024670875848191 0.0011309226801420682 0.0087610017323803552 0.0098757962353247762 -0.0015746770862958977 -0.023686134110513585 0.013897065642991242 0.015385524407737132 0.0048009744200332126 -0.019102860391148089 0.013464398810441567 -0.0053798200720306544 -0.030601246223699096 0.0019481239215859904 -0.0072440256986410888 -0.0023163896657821749 0.013736806510053224 0.012828949805912484 -0.0044696260042826246 -0.02652930239935955 -0.018115045806517415 0.025469538231826405 0.010993925162475871 -0.0045058331292966427
leaf_weight=2.2648661257699123 8.8434285288676602 3.1320948451757422 3.444596715271472 2.7120512370020151 207.24264565296471 8.7045870870351774 6.2945094518363547 25.867112874984741 18.788955789059401 20.37702414393425 40.285692285746336 3.8095991201698771 3.8743369020521632 7.7506010979413977 13.269072443246843 5.7173249125480643 12.132628992199896 5.1468926295638111 3.557340472936632 13.956998646259306 5.1755085438489914 5.4498076215386417 18.842485971748829 18.804357573390007 7.1946271881461135 5.0853385142981988 5.6724830437451592 1.9277753829956061 2.4461466446518898 3.1784176006913185
leaf_count=77 649 140 165 34 1539 29 97 198 79 72 178 56 28 30 48 37 51 22 25 54 27 22 79 72 30 46 119 3 9 19
internal_value=0.000522177 0.000830842 0.000947329 -0.0125472 0.00108902 0.00226723 -0.000140453 -0.00455879 0.00295922 0.00380624 0.00171263 -0.00911695 -0.00716805 0.00496891 0.00428444 -0.00239713 0.00556629 0.00446273 0.00190607 -0.00525171 -0.0167586 0.00742284 0.0101354 0.00830314 0.00295037 -0.010485 -0.00665501 -0.000561621 -0.00630286 -0.0180586
internal_weight=490.949 482.106 478.974 4.97692 473.997 266.754 141.052 58.1557 82.8963 79.4517 59.0746 32.2886 28.479 125.702 117.952 18.9864 98.9652 86.8326 52.129 22.6898 8.73285 29.4392 24.2923 34.7036 15.8992 24.6047 16.3409 10.6684 8.74066 8.26376
internal_count=4034 3385 3245 111 3134 1595 1069 575 494 329 257 377 321 526 496 85 411 360 229 106 52 123 101 131 59 293 228 109 106 65
is_linear=0
shrinkage=0.0159054


Tree=95
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 1 0 1 0 1 2 2 2 1 2 1 1 0 0 1 0 1 2 2 2 2 0 1 0 2
split_gain=9.03905 3.52858 3.04589 4.0686 2.98667 3.39923 8.96741 5.23104 5.67812 4.72348 3.63687 7.48801 4.26901 3.28128 3.15592 3.15399 5.98202 3.36859 4.56554 2.91255 6.66558 3.70995 3.31925 4.41817 4.02003 7.1166 3.16884 5.64755 4.00048 3.42606
threshold=0.59897907245000015 50.448116877400004 32.051492741500006 0.38052752915000004 35.419594101850009 0.34219035360000005 0.45994131915000008 0.35862698720000002 0.49830843385000007 0.35738450945000005 48.86568841230001 43.89540535710001 47.709122305950011 0.34398670700000006 49.122847560300009 0.36945001650000003 0.37078231190000005 0.49830843385000007 0.49787431515000008 0.34467530910000005 0.47700667645000011 0.34515433670000012 42.779078631750004 43.018222997350009 42.67709657435001 42.198888176300009 0.47997065955000012 0.34545372890000009 0.48447651265000008 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 6 -6 8 9 19 11 15 -13 -4 -12 17 -17 18 -9 -7 -21 -22 24 -24 25 26 -23 -28 29 -29
right_child=-2 -3 4 -5 5 7 -8 10 -10 -11 14 12 -14 -15 -16 16 -18 -19 -20 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.028536115208415831 -0.016404862307090901 -0.0170275634935762 0.016837732955298709 0.0011808577302497229 -0.0015931333746096858 0.007718418059473247 -0.030375229930614613 -0.0085304802280673098 0.01560785624940121 0.01933884508242556 0.021853521154832887 -0.018188383293836916 0.00034582976466181035 0.0032312718517644298 0.00064397716200575853 0.015062140939387209 -0.00011413556170004072 -0.014440523752444909 0.017969683013011755 -0.010326260819921607 -0.0034403116283346839 0.0096076023738834466 -0.016366167423109167 0.0014766721176604535 0.013063154540807344 -0.0088591731140985792 0.011967966156547457 -0.010439420193162857 0.0062824359045471302 0.0052505446757489839
leaf_weight=2.1067225812003008 8.0199537817388755 2.8498606337234369 5.8532780148088959 2.7110680695623159 31.537377780303359 20.571923946961761 3.0552318766713134 4.833351129665969 8.8991060182452184 4.1701033972203723 3.411162305623292 9.6911111176013929 4.7724944464862338 20.649406982585788 3.8343822136521339 6.9426578357815734 178.79942416027188 7.8656163066625595 2.5583076849579811 11.732201369479297 24.165728349238634 27.167496278882027 4.4343216866254833 18.33954943716526 13.123244628310202 10.439118228852747 11.600753277540205 12.712758675217634 11.047370564192532 4.9854466393589965
leaf_count=77 649 140 24 34 344 78 36 52 41 21 7 305 31 134 35 29 1138 44 7 200 107 88 30 85 65 66 41 61 48 17
internal_value=0.00048285 0.000768067 0.000875512 -0.0118138 0.00100637 0.000691841 -0.00413518 0.00110302 0.00310931 0.00247187 -0.000549052 -0.000924956 -0.0120727 0.00623634 0.0106293 -0.000122779 0.000453123 -0.00713381 0.000641422 0.0020589 0.00128141 0.00226814 0.00347981 -0.00199752 0.00484943 0.00346667 0.00537251 0.00252078 -0.00129179 -0.00601968
internal_weight=482.881 474.861 472.011 4.81779 467.193 440.69 34.5926 406.098 183.389 174.49 222.709 215.463 14.4636 26.5027 7.24554 200.999 185.742 15.2573 7.39166 170.32 149.748 138.016 113.85 22.7739 91.0762 77.9529 67.5138 40.3463 28.7456 17.6982
internal_count=4034 3385 3245 111 3134 2976 380 2596 948 907 1648 1606 336 158 42 1270 1167 103 59 886 808 608 501 115 386 321 255 167 126 78
is_linear=0
shrinkage=0.016041


Tree=96
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 0 2 1 2 2 0 2 2 0 1 2 0 1 1 1 2 2 2 2 2 0 1 2 0 0
split_gain=8.14164 2.6865 3.48394 5.02241 2.88151 5.49364 4.15822 4.41783 4.3596 4.22833 3.91097 3.5409 6.63309 4.45307 3.27834 3.5692 5.50534 3.10702 7.04514 4.32238 3.57869 5.638 4.34585 2.91839 3.9531 3.47257 5.81617 3.33049 2.91476 6.11381
threshold=0.48627286610000009 32.051492741500006 0.38052752915000004 0.53866650695000018 0.37078231190000005 0.48244064550000004 41.975471476700008 0.35471991855000007 42.686561923500008 42.522337019050006 0.48271009850000007 41.257403903850005 43.157831852650006 0.50278434775000014 0.34608245260000009 34.466665687600006 0.42569084760000003 0.32388251845000005 0.34311846950000008 0.33750486510000005 39.577821550850011 40.316494640950005 40.583589072600013 43.89540535710001 47.709122305950011 0.51191581090000016 0.37473428940000003 49.122847560300009 0.55677973715000018 0.55832160710000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 14 9 -8 -7 -12 13 -13 15 -3 -17 -18 19 -19 -20 -22 -23 25 -25 26 -6 -26 -29 -30
right_child=-2 4 3 -5 23 10 8 -9 -10 -11 11 12 -14 -15 -16 16 17 18 20 -21 21 22 -24 24 27 -27 -28 28 29 -31
leaf_value=-0.027452346899328881 -0.016428793508066582 0.015696740832961825 0.020152078567147607 -0.021977883088612423 -0.00074701034610389846 0.01453728365688467 -0.0058209855096258076 -0.015254414971021781 -0.00086003437253209239 -0.026295101874048109 0.006936581873926327 -0.0060904628123485986 0.010960631501603845 0.011165572716127605 0.01236915612425012 -0.017987970755431047 0.01318503797519978 -0.02534661848652487 0.011166544530054823 -0.0028888126102754107 -0.011081947039771204 0.014548665530473813 0.0011573983859897391 -0.017154577195893649 0.00581139004297224 0.0005551287299313325 -0.025202664233469646 -0.020702353573221709 0.04107227956686603 -0.017194321329081542
leaf_weight=1.9638267909176637 7.1444840338081113 4.5329509936273089 1.5043118596076968 1.3714717784896491 7.7599124908447248 9.7300246730446798 9.9319560490548593 3.523072311654686 50.062633920460939 3.4442569538950911 45.525359943509102 25.04147378727794 11.102159120142458 4.4680453538894644 8.4438336938619596 3.6289901677519074 5.8988186568021765 3.6501652970910055 11.349671877920626 5.3686001673340797 7.8927091732621184 7.5241199359297743 33.503525033593178 6.0672769593074944 6.916018885560332 179.62617913540453 3.6137769408524036 3.1293806126341224 0.71784514188766468 1.2544394060969351
leaf_count=77 597 20 3 46 45 56 99 38 451 38 197 126 39 22 42 171 15 44 35 23 37 20 122 251 41 1186 51 83 1 58
internal_value=0.00044076 0.00069799 -0.0111039 6.01451e-05 0.000821164 0.00195858 0.000141094 0.00224343 -0.00301765 -0.0110929 0.00496833 0.00388742 0.000469343 -0.00347772 0.00291501 0.00195724 0.00116705 0.00209158 0.00114715 -0.0119782 0.00311121 0.00124235 0.00361324 -0.000563977 -0.00667743 1.48802e-05 -0.00851734 -0.00138792 -0.0111476 0.00401276
internal_weight=475.691 468.547 4.83961 2.87578 463.707 254.622 158.755 95.3165 63.4388 13.3762 95.8671 86.137 40.6117 29.5095 91.7934 83.3496 78.8166 75.1876 69.2888 9.01877 60.27 48.9204 41.0276 209.085 18.085 191 11.3737 12.0177 5.10167 1.97228
internal_count=4034 3437 126 49 3311 1595 1155 567 588 137 440 384 187 148 529 487 467 296 281 67 214 179 142 1716 434 1282 96 183 142 59
is_linear=0
shrinkage=0.0159228


Tree=97
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 1 1 2 1 1 2 1 2 2 2 1 1 2 1 2 2 1 2 0 1 1 0 0 1
split_gain=17.4376 7.41449 12.4184 9.37439 5.02936 6.56734 6.10421 4.31736 5.92939 5.77023 4.07774 3.99347 3.99064 3.66115 5.17459 7.87384 5.97449 3.17784 4.91802 6.69045 3.15118 2.93678 2.84598 4.09841 8.94751 2.77833 9.46965 3.70937 7.84137 5.0648
threshold=0.5718990449500001 0.47721625100000004 0.39072183470000005 0.53544804050000006 0.57152480465000022 0.54499865270000014 0.4349121284000001 0.39587138110000003 37.784765830350004 0.39476362980000007 0.34512439750000007 41.385032804600009 0.3055746834000001 40.00488309970001 42.536568606950006 42.402981339000007 0.44521122120000006 0.40509266190000009 39.952536079750011 0.41911918805000009 40.413896136950008 41.385032804600009 0.39971857130000005 40.636252116050009 0.54228915300000013 0.45368402140000008 0.46280051495000007 0.55974372025000008 0.56341127510000011 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 7 5 22 17 8 -4 11 12 -10 -1 -2 15 16 -15 -7 -19 -20 -12 -21 -5 24 -24 27 -27 -8 -29 -30
right_child=13 2 3 4 -6 6 25 -9 9 -11 20 -13 -14 14 -16 -17 -18 18 19 21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0061020351842350842 -0.0063105475993777693 0.0017005794097759601 -0.0093959712954874725 -0.0020411205807691428 0.0058365820383487772 0.001473960980234369 0.0048563301851002371 -0.0046815063516296215 0.0015393737501529624 0.0070361034257904412 -0.0078364408956991261 -0.0051395228641942107 0.00017892785238535355 0.0036806602938018788 -0.0060735189684560263 0.010965535862906706 -0.0050684952160430551 -0.0071895396904948445 -0.0086716650686171105 0.0022470272955737668 -0.0020624385318233837 -0.0033622841923955484 0.0027185071257772053 0.0039533427047977066 -0.0061429583450903187 -0.0073206911929757403 0.0027692456457463926 -0.0062277711037004978 -0.0017228629722070832 0.0052855061615839031
leaf_weight=3.5159595180302849 11.655849207192658 257.93839769810438 2.2837440110743072 5.5444484055042258 5.4078730084002009 4.6206755414605167 7.9883354157209423 19.755507795140147 6.7041881904005987 3.4373581334948531 3.6999169783666757 5.2292339168488979 59.397559610195458 4.0160686075687426 7.4890093039721242 1.8171572219580401 7.0702073778957129 8.6703651994466799 3.6876335535198477 7.9173550307750684 19.183185676112771 4.9953923020511866 14.102653972804548 23.031970899552107 5.0881878510117522 5.4738976806402189 6.8998737446963787 4.6769599877297905 5.8264407180249682 8.0714760795235616
leaf_count=125 393 1041 22 28 16 38 22 349 40 7 53 68 448 12 345 13 214 96 32 27 256 35 45 70 29 100 27 27 36 20
internal_value=0.000347494 0.000608458 0.000923752 -0.000333191 0.000436039 0.000185554 -0.000947039 -0.00284184 -0.00078325 0.000496402 -0.000925269 -0.00138732 -0.000172088 -0.00374956 -0.00228575 -8.73741e-05 -0.00189906 -0.00289409 -0.00369278 -0.00186642 -0.00299602 7.70234e-05 0.00181752 0.00232422 0.000369011 0.000547689 -0.00169433 0.00159208 0.000188246 0.00234738
internal_weight=535.197 503.149 417.352 159.414 122.004 116.596 68.8284 37.41 17.6545 15.3708 85.7966 11.9334 62.9135 32.0483 20.3924 12.9034 11.0863 29.8914 25.2707 16.6004 22.8831 12.9127 47.7673 42.2228 19.1908 38.937 12.3738 26.5632 18.5749 13.8979
internal_count=4034 3057 2175 1134 648 632 460 486 137 115 882 108 573 977 584 239 226 228 190 94 309 62 172 144 74 232 127 105 83 56
is_linear=0
shrinkage=0.00572848


Tree=98
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 0 1 0 0 1 1 2 2 0 0 2 1 1 0 1 2 2 2 2 1 0 2 2 0
split_gain=13.9858 5.04528 6.6721 7.42137 4.45934 4.12201 4.54935 6.05966 4.1051 4.78144 5.30371 4.84587 6.25649 4.09697 6.2488 4.67114 3.95594 3.86497 3.61302 3.51741 9.2668 3.5077 5.3579 7.08187 6.01396 5.69374 3.4831 3.98445 3.44457 3.41526
threshold=0.5718990449500001 0.43780126340000008 0.39072183470000005 0.53544804050000006 44.952171034750002 0.47883296910000012 0.44284602260000011 0.33204095685000007 0.57152480465000022 0.54646567465000018 0.44805544745000009 0.45206730335000006 39.458743938000005 39.110279783550006 0.4778150355000001 0.47736594710000008 40.636252116050009 0.43724738780000011 0.46280051495000007 0.46898296455000005 0.33992994225000006 40.00488309970001 42.536568606950006 42.402981339000007 41.218101594450012 0.45280081435000008 0.42018203045000008 40.00488309970001 48.96897326980001 0.5654770815500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 26 6 -3 -8 9 -5 17 -12 -13 19 15 -15 -16 29 -14 20 -9 -2 23 24 25 -23 -1 -28 -6 -11
right_child=21 2 3 8 28 -7 7 13 -10 10 11 12 18 14 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0062452665116109031 -0.0063762911942911405 0.0058372076744503372 -0.00263284036331947 0.0014965076579605374 0.0027928186621346846 0.0016388009583603801 -0.0075318782305019271 0.0060377985209297243 0.0056558489824292488 -0.0027070349656924658 0.0050817799818487358 0.0026018940933420303 -0.0070008521648625673 -0.00081003008037657865 -0.00035168797263278702 0.0032724701791587334 -0.0068768811086154799 -0.008814340790750521 0.0013987145093057533 0.0051458706932929754 -0.0074217615588208661 0.0053781104000530846 -0.0061975645630919741 0.010822301148132088 -0.0075321155708315025 -0.0063168323349726985 0.0023074112554500471 -0.00548669958952202 -0.0026897254888329307 0.0021392342947347889
leaf_weight=8.8170002698898333 10.172650736756625 4.473417490720748 35.25577076151967 52.145575180649757 9.7883049212396163 218.89704605191946 3.6964502371847621 3.6757759302854565 4.9136212542653075 26.469230566173792 7.4672079309821155 9.8638815656304377 5.5189235843718034 31.082699183374643 5.4600511863827688 13.849236287176607 7.5923451595008373 2.9236254934221497 2.5637582298368216 9.0955654978752118 3.3351237382739782 4.5347878113389033 7.0337431645020834 1.8272981196641911 3.7877548411488533 2.0738366562873125 5.1416561640799028 3.9757975079119205 6.5311174243688574 6.1201651599258176
leaf_count=338 393 15 493 199 55 893 52 10 16 207 19 40 93 259 20 48 58 28 12 28 34 14 345 13 127 85 23 50 33 34
internal_value=0.000315248 0.000550996 0.000714109 -0.000279076 -0.0016128 0.00121948 0.000103672 -0.000226054 0.00042426 0.000196918 -0.000915364 0.00112381 -0.000523021 0.00013844 -0.000586169 0.000448307 -0.00414728 -0.00237464 -0.00433658 0.00274708 -0.000364989 -0.00359909 -0.00213205 0.000207325 -0.00165839 0.00170815 -0.00362512 -0.00109132 0.000598676 -0.00179692
internal_weight=518.083 488.653 454.399 153.242 34.2539 301.158 82.2607 77.7872 117.986 113.072 60.9268 25.4138 17.9466 74.0908 57.9843 44.9319 13.0524 35.513 8.08268 16.1065 7.0109 29.4301 19.2574 12.2237 10.3964 6.60862 17.9345 9.11745 16.3194 32.5894
internal_count=4034 3057 2558 1141 499 1417 524 509 648 632 433 164 145 457 385 307 78 269 105 72 44 977 584 239 226 99 411 73 88 241
is_linear=0
shrinkage=0.00584668


Tree=99
num_leaves=31
num_cat=0
split_feature=1 2 0 1 2 2 0 0 0 1 2 0 1 2 1 0 0 2 2 0 2 0 2 0 0 0 1 2 0 0
split_gain=16.4856 7.69857 9.11868 7.34107 8.44115 5.24376 9.73963 4.60597 4.81267 4.91188 4.4558 9.6027 5.44221 4.38971 3.92111 3.91485 4.98332 4.30856 3.79697 3.72451 3.64419 3.50498 6.40813 3.49625 6.63378 3.80049 4.77357 3.48188 3.454 3.79841
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 0.38906020780000011 42.67709657435001 41.942745071500006 0.48068920095000006 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 0.37078231190000005 49.122847560300009 0.4025178887000001 0.5216909673500002 0.52005927965000021 38.244973486750006 33.151194885250007 0.50339810185000011 37.828051409500013 0.48447651265000008 43.272784938550004 0.52432561900000019 0.53544804050000006 0.53866650695000018 0.41714319930000004 43.680097826700013 0.54386096225000014 0.55538756325000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 18 -7 8 9 10 11 -3 19 -12 27 16 -5 20 -4 21 -17 -13 -23 -19 -25 -26 -27 -14 -10 -30
right_child=-2 7 3 15 -6 6 -8 -9 28 -11 13 12 14 -15 -16 17 -18 23 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.0053680309780803079 -0.0046207707764712698 -0.0039747411299789794 -0.003074331838724883 0.0010993329217286662 0.0051381781782720006 -0.0044697254581978459 0.0015018869895573475 -0.0044771437352891415 0.0066575183316448152 -0.0062154211615960946 0.003178499707414057 0.0013986197523148051 -0.00094962279212823422 -0.0018002277502485473 0.0046301885049331356 -0.00096080844124731034 -0.0093566939673638203 0.0032525291842844281 0.0015881618755366706 0.0045754052414005743 -0.0066658611836446424 -0.0065793459322066247 0.0023738830686540679 -0.002966564931219386 0.0038308684140197402 -0.0035934843647739754 0.00083052545630568902 -0.0063571368652415687 -0.0037606882695339437 0.0048518206173098506
leaf_weight=6.1852586455643168 17.29612254537642 21.693194001913071 4.6594481803476802 2.1942843664437524 14.951786711812018 11.610755633562805 18.380791306495667 7.897966841235756 3.9897514432668668 4.1360805444419375 14.061629906296732 22.467101521790031 6.2707525417208636 6.8670985437929621 1.7050776779651649 26.943969231098894 2.5883867740631104 11.545220263302324 194.77612809091806 6.5876504182815543 3.2712396830320349 4.5358454361557943 3.8510884344577789 14.060557339340447 9.654347710311411 6.9751181527972212 71.41093771904707 6.1398733370006084 2.7742503490298986 2.5701890885829926
leaf_count=253 757 327 32 25 58 105 68 177 8 132 39 82 43 40 4 238 18 36 755 22 47 27 14 152 25 37 342 127 34 10
internal_value=0.000280797 0.000445493 0.000781322 0.000878099 0.00142216 0.00117998 -0.000809929 -0.000714771 -0.000438736 -0.000771279 -0.000532188 -0.00112564 7.31458e-05 0.00154489 -0.00262771 -1.63636e-05 -0.00455948 0.000134672 0.00147923 0.00109138 -0.00157846 0.000347509 -0.00246823 0.000590145 0.000289092 0.000809039 0.000436859 -0.00362487 0.00306388 0.000381145
internal_weight=532.052 514.756 399.208 393.023 244.379 229.427 29.9915 115.548 107.65 98.3154 94.1793 73.2506 51.5574 20.9287 14.1157 148.644 4.78267 143.861 199.436 37.4417 30.2152 30.854 8.38693 113.646 102.101 88.0404 78.3861 12.4106 9.33419 5.34444
internal_count=4034 3277 2191 1938 1018 960 173 1086 909 857 725 646 319 79 174 920 43 877 787 145 285 123 41 592 556 404 379 170 52 44
is_linear=0
shrinkage=0.00510427


Tree=100
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 1 0 1 2 0 0 0 2 0 1 2 2 2 0 0 0 2 2 2 2 0 1 1 2 2
split_gain=8.52913 3.11844 2.78619 4.02626 3.62956 4.06282 2.71848 3.26422 7.22116 3.42617 2.96473 2.93981 9.04075 3.36365 3.21202 3.22978 3.75958 4.16078 3.22011 2.84692 3.53859 9.06301 3.96856 3.33663 3.69525 3.18402 2.90972 2.61301 2.23169 7.13542
threshold=0.59897907245000015 50.448116877400004 0.42569084760000003 0.31135295350000008 0.37078231190000005 0.36945001650000003 0.47883296910000012 0.36006406990000012 38.244973486750006 0.49336846205000007 0.49053920540000012 0.4778150355000001 40.636252116050009 0.47736594710000008 0.34452561300000012 40.413896136950008 41.872294782850005 44.756878345700009 0.46495613905000005 0.48637765340000011 0.48351845755000006 41.319407281650008 41.872294782850005 43.218894539100006 42.67709657435001 0.47961138885000004 0.34488488370000009 0.3055746834000001 42.719328117250008 42.660927378600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 27 5 6 11 9 -9 10 19 13 -13 14 -4 -16 -17 28 -19 20 23 -22 -23 24 25 -8 -27 -1 29 -18
right_child=-2 -3 4 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15 15 16 17 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.017398139908996222 -0.017005101426032905 -0.017529557895542933 0.0034147798033569584 -0.018585285664855296 -0.0003692536428440646 0.015380173509150772 0.01064364040736398 0.003969583564734684 -0.018581781951733402 0.011679890809395336 -0.0078293509991772467 0.00548771344895545 -0.020057002739997928 0.0088635912185793045 -0.017953058888618 0.0074171047241827224 -0.020146810822082414 -0.003455967248442758 0.026608110203956814 0.011327292767295889 0.0083982034293029022 -0.029554051432149508 -0.0064912825212586163 -0.0084036319541374964 0.012360462560640377 0.011511457027770837 -0.0011805965998493511 0.0011878457075135181 -0.019124610268262766 0.019622467015322675
leaf_weight=2.4098989143967691 7.5545693701133123 2.5516641521826378 29.34651655703783 4.6346783228218547 211.65411954373121 6.7306953705847254 12.548183016479014 13.05633181333542 5.6303831785917273 16.580534607172012 5.9880845770239821 8.0607944056391698 7.3282675482332698 13.382653139531611 4.1932486109435585 7.712686168029907 3.1195380687713605 2.8349381871521464 1.5142881050705908 13.54629750177264 8.6620268300175685 3.4445462152361852 5.169559545814991 4.952718883752822 17.342887744307518 5.9949999749660483 30.286017708480358 16.075754251331091 5.9681921452283859 2.085600957274437
leaf_count=125 649 140 157 209 1575 30 47 49 37 77 29 27 58 48 45 31 45 54 8 49 33 25 27 22 81 17 127 101 107 5
internal_value=0.000541282 0.00082164 0.000921216 -0.00471313 0.00121256 0.00263432 0.00225929 0.00366175 -0.00282523 0.00463528 0.00355312 -8.83949e-05 -0.00667667 0.00135674 -0.000412726 -0.00450788 -0.00208144 -0.00680098 0.00701157 0.0042217 0.00313286 -0.00362419 -0.0157135 0.00477413 0.00576044 0.00341627 0.000916612 -0.00123513 -0.0121775 -0.00421201
internal_weight=480.361 472.806 470.254 23.1203 447.134 235.48 228.749 143.203 18.6867 124.516 107.935 85.5467 15.3891 70.1577 56.775 27.4285 23.2352 15.5226 4.34923 101.947 88.4009 17.2761 8.61411 71.1248 66.1721 48.8292 36.281 18.4857 11.1733 5.20514
internal_count=4034 3385 3245 435 2810 1235 1205 620 86 534 457 585 85 500 452 295 250 219 62 428 379 85 52 294 272 191 144 226 157 50
is_linear=0
shrinkage=0.0166449


Tree=101
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 1 2 0 0 1 2 0 2 2 0 2 2 0 1 0 0 2 0 0 0 2 1 1 1
split_gain=7.65103 2.82218 4.57266 3.8717 4.56676 4.046 3.27113 4.79997 4.34352 4.24295 3.72758 3.28594 3.3789 3.16101 5.50229 3.70567 6.20085 3.54512 3.09882 5.25793 3.1542 3.31524 5.60589 2.7088 3.63497 2.65394 3.93417 2.21957 2.65417 2.0333
threshold=0.59897907245000015 42.719328117250008 0.42018203045000008 0.55769288345000012 0.54228915300000013 0.40301188585000008 0.35471991855000007 42.67709657435001 0.48597347385000006 0.49830843385000007 0.35651627195000007 41.975471476700008 0.48068920095000006 47.927946529500012 45.295823381400005 0.47769527860000011 44.756878345700009 49.122847560300009 0.52404119640000013 0.39814676205000005 0.50339810185000011 0.48447651265000008 43.157831852650006 0.54386096225000014 0.55538756325000016 0.47754558250000007 42.434124620650003 0.35862698720000002 0.36359689830000008 0.32388251845000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 13 7 9 10 11 -8 29 25 14 15 16 -3 -15 20 -20 21 -17 -23 -6 -25 26 -13 -10 -29 -4
right_child=-2 3 6 -5 23 -7 8 -9 27 -11 -12 12 -14 17 -16 18 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.017732668473257242 -0.017506363814991651 -0.015402989536607745 0.012078568175991056 -0.014120790528129428 0.02162934798575156 -0.021300791194260583 0.00251670253397672 0.015032587291414256 0.013634510890694077 0.018393009242310472 -0.026528029361379307 -0.021257614961712433 0.0023421607855414936 0.0096193327471861302 -0.020031456544616209 0.0040121141345949478 0.012374553643661584 -0.0056124704388820458 -0.021807273250387182 0.0068004685966704323 0.012661583171821698 -0.024236234706912961 0.0038259672087734811 -0.012174138029731755 0.017341931020422544 -0.022999026662594561 0.008202817418595779 -0.01519753012704364 0.00068936500920646745 0.0027272722388077173
leaf_weight=3.6147731761448076 6.848959299735724 10.955639407038687 7.3143857195973387 6.9449544213712207 3.8952619060873968 3.1004117829725137 2.1747822239994994 10.100140936672686 3.8302266374230376 4.9521691650152198 3.2491181259974837 2.3133107125759143 10.667613752186297 13.58088591694832 5.2609927691519252 20.267776072025303 3.0232666302472344 6.7413990851491681 4.2845326736569396 3.3952283225953579 7.6254151985049239 3.808710575103758 4.6751160025596619 2.4805283341556787 2.4404266625642776 3.7411397434771061 3.1648501083254814 3.1501904577016822 196.43303146772087 109.25896748155355
leaf_count=253 649 218 21 214 9 132 10 58 18 27 59 30 40 39 116 81 29 40 107 15 33 27 20 36 10 40 23 19 1189 472
internal_value=0.000510167 0.000774709 0.00148342 -0.00174233 -0.000842475 -0.00203947 0.00167619 0.00359687 0.000282721 0.00278009 -0.0148822 0.0022135 -0.00423756 -0.0013253 -0.00321697 -0.00169272 -0.00939544 0.00456657 0.000751296 -0.00915977 0.00284368 0.000239801 -0.00877222 0.0109316 0.00246363 -0.0118509 -0.0042377 0.000687084 0.000438609 0.00331402
internal_weight=473.294 466.445 363.965 102.481 95.5356 86.7194 360.35 151.513 208.837 141.412 5.4239 136.46 19.8869 83.619 63.2967 58.0357 13.9789 20.3223 44.0568 7.67976 36.377 28.7516 8.48383 8.81622 4.92095 9.2193 5.47816 203.413 199.583 116.573
internal_count=4034 3385 2259 1126 912 857 2006 711 1295 653 69 626 133 725 646 530 247 79 283 122 161 128 47 55 46 93 53 1226 1208 493
is_linear=0
shrinkage=0.0171707


Tree=102
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 1 2 1 2 1 2 2 1 1 2 1 1 1 0 0 1 1 0 1 0 1 2 0
split_gain=11.8026 4.47714 6.94207 5.69763 4.38927 6.13141 3.89388 3.62549 6.64506 5.33123 3.39576 3.15261 4.38821 6.31566 3.01052 2.63001 3.05616 2.74213 2.55155 5.31494 4.02119 3.58475 2.98212 3.8354 6.70724 6.78214 6.21356 2.39872 3.91647 7.53983
threshold=0.4662734648500001 0.39072183470000005 0.47721625100000004 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.58650938595000024 0.39587138110000003 37.784765830350004 0.39476362980000007 41.385032804600009 0.40509266190000009 39.952536079750011 42.094663496250007 0.39670967935000007 0.34512439750000007 40.413896136950008 0.3055746834000001 0.43837010870000009 0.44805544745000009 0.5681267027500001 0.57537199485000012 0.45036076765000005 0.46280051495000007 0.56294721715000018 0.45368402140000008 0.57944372925000021 0.39971857130000005 40.636252116050009 0.54228915300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 7 27 11 18 8 -3 10 -10 14 -13 -14 -6 17 -17 -1 20 21 -7 -20 -21 24 -24 -26 -27 -5 29 -29
right_child=-2 3 -4 4 5 6 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 19 22 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0090584632914610472 -0.0074754562449930746 -0.014583883743599885 0.0019143436609550799 -0.0029913534839404675 -0.0044473610977178836 0.00038776007660434262 -0.009426801405001314 -0.0064269608434256598 0.0025611978255474159 0.010738996488351129 -0.0069852059569155836 -0.010542679650201992 0.00017376298436136103 -0.012469962860664515 0.0096372242814017194 -0.011745228968247694 -0.002324406272343428 0.00028338393520864756 -0.010606965747794453 0.0075613940747014871 0.0094860021814413206 0.0014161874678932105 -0.015566117228964498 0.0066585644854385102 0.0048252491949837672 -0.010628488588152836 0.012047874404667721 0.0035533503978512652 0.0055879614785395671 -0.0087713236312615597
leaf_weight=2.4634537994861594 13.992222829721866 2.2863753139972713 243.37388321012259 5.46052087470889 2.3076035529375103 8.3767690137028676 2.6680503701791158 17.689507277682424 6.4667386151850206 3.4399020075798026 4.9301090873777866 8.1467503532767314 12.710230059921743 3.868768047541379 2.2504671793431044 3.0412854235619333 17.239817392081022 55.615852259099483 5.0410444196313611 5.4830754343420294 6.4591988641768685 2.9519668202847242 2.2164099365472856 5.7845251560211173 10.247743168845775 5.1441976912319651 1.1014136802405117 13.782082214951517 22.207460395991802 5.1076428219676009
leaf_count=125 757 23 1041 28 26 36 92 355 40 7 68 104 57 45 17 48 254 448 48 20 24 30 20 18 46 103 12 44 69 29
internal_value=0.000370662 0.000595694 0.00119214 -0.000559427 0.000266771 -0.000907294 0.0007859 -0.00367591 -0.000833865 0.00128504 -0.00156844 -0.00411483 -0.00533547 -0.0027767 0.00250665 -0.00105088 -0.00373712 -0.000112854 0.0013019 0.000111359 0.0043489 -0.00616659 0.00178528 0.00049229 -0.00141415 0.000487624 -0.00662951 0.00240415 0.00312105 0.000220849
internal_weight=501.855 487.863 321.734 166.129 131.316 84.7582 55.4744 34.8126 17.1231 14.8367 11.3968 29.2838 24.7257 16.579 4.55807 78.3604 20.2811 58.0793 52.8063 37.9704 14.836 7.99301 29.9774 24.4943 18.7098 16.4934 6.24561 46.5577 41.0972 18.8897
internal_count=4034 3277 1916 1361 868 698 449 493 138 115 108 249 206 102 43 875 302 573 357 297 60 78 219 199 181 161 115 170 142 73
is_linear=0
shrinkage=0.00866462


Tree=103
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 1 0 1 1 1 0 2 1 1 2 2 0 1 1 1 1 2 1 1 2 0 0 0 1
split_gain=12.8984 5.47859 8.60316 7.33703 4.44578 4.59607 4.78005 3.59682 5.14402 3.39769 7.89818 4.20637 3.21423 4.97653 6.51497 3.10932 2.86254 3.64326 2.8232 2.74005 2.3319 4.09829 4.85728 2.32474 4.84884 2.21928 5.28606 4.99943 2.60049 2.98243
threshold=0.4662734648500001 0.39091643965000006 0.47883296910000012 0.53043322055000008 37.198331469900005 35.050303764500008 0.40667944075000007 0.54646567465000018 0.43590012275000006 0.46280051495000007 0.45368402140000008 0.58415915690000009 42.360359531950003 0.39408999735000005 0.39591628995000006 36.728658719300007 44.262924377150007 0.50889194935000015 0.3055746834000001 0.45434268435000008 0.40509266190000009 0.42209814075000007 40.280372415600006 0.39971857130000005 0.39542229275000007 38.400997490450003 0.4784437592000001 0.42018203045000008 0.46989611090000011 0.33992994225000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 12 5 6 -5 23 20 10 -10 -12 13 -3 -15 -16 -4 -18 -1 -7 -9 -22 -23 24 -6 27 -27 -20 29 -29
right_child=-2 3 16 4 7 19 -8 8 9 -11 11 -13 -14 14 15 -17 17 -19 25 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0078666996376491397 -0.006535460787903939 -0.0090345431686916153 0.002193129276379378 0.0072711464551959678 0.0042601575025330383 -0.011126547193083638 -0.0045880068820873029 0.00199201406070308 0.0016404936657786499 0.0068867749155016207 -0.009800716538209759 0.0034223688746545609 -0.0083414001755427476 0.0068830805022132187 0.0036385580843331243 -0.0085925652614798568 0.001968394150131295 -0.0078962642948845387 -0.007811604468958757 -0.00076697739963527145 -0.010321203426808841 -0.00915041380290821 0.00068841273809353714 0.0027065279079650424 -0.0069213891774530202 -0.0004504043001490218 -0.0092425611171830183 0.0044051500750229029 0.0069356018293046376 -0.0032195613237800051
leaf_weight=2.8540822993963948 14.543402501381932 4.4496059678494957 211.80352681130171 3.1762314364314062 4.2034247070550901 4.9846400283277035 4.7437891867011786 3.5396387577056911 35.959405981935561 4.6767292087897649 5.8469868749380103 1.7494746111333368 7.8323329482227555 4.7430053465068323 1.6432947665452955 3.9835027810186148 4.9417645744979364 3.638627365231514 2.6217455482110408 2.003493906930089 5.1142301224172142 4.1032584086060515 8.9016761574894172 45.711468070745468 4.4891842119395733 84.674873650074005 4.0088214799761763 6.6199266724288481 6.7297037653625003 5.0712415706366301
leaf_count=125 757 62 849 8 17 56 71 40 204 18 108 39 247 13 14 71 20 39 137 20 55 49 43 174 37 643 28 23 22 45
internal_value=0.000408997 0.000613104 0.00116197 -0.000516013 0.000126549 -0.00373407 0.000167968 0.000589597 -0.000533271 0.000826857 0.000176184 -0.00675542 -0.0044648 -0.00241595 0.000424039 -0.00502049 0.00202151 -0.00221484 -0.000520631 -0.00815646 -0.00356218 -0.00464721 -0.00241589 0.00203211 -0.00151441 -0.000329553 -0.000847841 0.00185476 0.00323053 0.0010978
internal_weight=509.363 494.82 332.964 161.855 139.204 14.9082 7.92002 124.295 69.8914 48.2326 43.5559 7.59646 22.6517 14.8194 10.3698 5.6268 220.384 8.58039 112.58 6.98813 21.6588 18.1192 13.0049 54.4041 8.69261 109.726 88.6837 21.0426 18.4209 11.6912
internal_count=4034 3277 1931 1346 939 155 79 784 556 369 351 147 407 160 98 85 908 59 1023 76 187 147 92 228 54 898 671 227 90 68
is_linear=0
shrinkage=0.00748158


Tree=104
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 1 2 2 1 1 0 0 1 1 0 0 2 2 2 0 0 2 2 1 2 2 0 0 0
split_gain=13.7683 5.57244 5.18681 5.89227 7.61986 6.02441 10.749 5.43781 4.76171 4.20733 6.87673 3.56171 4.3013 4.81294 3.69634 5.78178 6.25736 4.25978 6.35037 4.54319 3.50949 5.46485 4.67688 5.54785 3.8535 3.56973 3.45239 6.7565 3.38026 3.42955
threshold=0.57537199485000012 42.779078631750004 0.42314601355000009 0.39091643965000006 0.53544804050000006 0.40509266190000009 0.41615520495000008 38.244973486750006 42.67709657435001 0.3975479776000001 0.39382054430000007 0.55769288345000012 0.54228915300000013 0.40301188585000008 0.40099098830000007 0.51675099550000014 0.49949103320000005 43.018222997350009 43.047778594550003 43.157831852650006 0.54136103710000005 0.56643513670000012 40.844669808050007 42.233786329550007 0.43837010870000009 39.458743938000005 41.942745071500006 0.48068920095000006 0.4815274992000001 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 8 9 -6 -7 -8 26 10 -5 12 13 14 15 16 17 28 -19 -20 -9 22 -22 -24 -23 -26 -4 -28 29 -3
right_child=-2 11 3 4 5 6 7 20 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0061787493954859486 -0.0052523410079438598 -0.0096249978303614495 0.0019654155878549829 -0.0090397338798149842 0.00525196969291487 -0.010650308992373153 -0.0038725974126588365 0.0058157424033914232 0.0059748872250391443 -0.0090970439768253263 0.0016890163598721371 -0.006439598652310482 0.0044767166391600456 -0.0092638956961900078 0.0082006238383872058 -0.0063502541936138615 0.0050760422636250647 0.0087166225954324866 -0.0089859441730639929 -0.00048342461061593052 -0.0033495960158840894 0.0084127850981830805 0.0038449536122593291 -0.0051540383731508614 0.0062673928503588052 -0.0022890666278204729 -0.0058732804410666336 0.0019719414015958278 -0.012969177761399766 0.0043861932101091064
leaf_weight=5.6619187872856847 24.106997734867036 1.9522783774882544 210.05705832131207 5.3236396536231068 15.018976658582686 5.2573171555995932 13.182068616151808 9.581365726888178 15.844477098435162 7.0084169767796984 10.392513826489447 6.3726439308375111 9.2103867419064027 3.998431645333766 2.6944535598158827 10.19095006585121 11.29011147469282 4.148817650973796 4.0256950221955767 46.210759568959475 20.527208209037781 7.7232223898172405 17.117289990186695 5.2825883924961081 5.0776446312665922 6.6173416301608086 10.228724621236326 17.5966881737113 2.9751592874526978 2.1776410415768623
leaf_count=261 933 36 850 78 41 38 118 24 78 105 59 124 55 132 9 143 50 13 59 359 115 20 57 28 14 33 105 68 23 6
internal_value=0.000411962 0.000689082 0.00111451 0.00122266 -0.000119315 0.000750027 1.79707e-06 0.000659797 0.00190024 -0.00415088 -0.00194521 -0.000877274 -0.000518773 -0.00103191 -0.000647688 -0.000935032 -0.000176776 -0.00114123 -0.000410964 -0.00116477 0.00149045 0.000825732 -0.000702804 0.00172271 0.00420481 0.00142592 0.00162884 -0.000911991 -0.00673103 -0.00223712
internal_weight=516.853 492.746 387.498 381.837 128.11 105.385 90.366 85.1087 253.727 22.7246 15.7162 105.247 98.8747 89.6643 85.6659 82.9714 72.7805 61.4904 54.3853 50.2365 71.9267 62.3453 42.9271 22.3999 19.4182 11.695 237.882 27.8254 7.10508 4.12992
internal_count=4034 3101 2092 1831 730 488 447 409 1101 242 137 1009 885 830 698 689 546 496 431 418 291 267 200 85 67 47 1023 173 65 42
is_linear=0
shrinkage=0.00767626


Tree=105
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 1 2 2 0 2 2 0 1 2 2 0 2 2 2 2 2 2 2 2 2 1 0 1
split_gain=20.7189 8.61077 11.6692 8.39854 10.6164 6.94796 7.4809 5.55681 4.96784 5.39708 4.45057 5.10684 6.4163 4.72262 5.97268 4.36388 4.03582 3.5823 3.54863 3.53649 3.39611 3.36535 3.48667 3.43441 3.3187 4.63735 5.6111 5.73897 3.12626 3.1006
threshold=0.5718990449500001 43.832725745850006 0.42018203045000008 0.39091643965000006 0.53544804050000006 0.47883296910000012 41.872294782850005 0.40301188585000008 47.709122305950011 45.295823381400005 0.57152480465000022 41.827117825850003 42.094663496250007 0.54646567465000018 0.46280051495000007 49.122847560300009 41.178189531300006 0.56719858685000013 41.741384785950011 40.844669808050007 39.184300550350009 43.426640904350009 42.719328117250008 42.434124620650003 40.00488309970001 42.536568606950006 42.402981339000007 0.45280081435000008 0.5654770815500002 0.34674111555000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 18 8 9 29 11 13 -13 -6 16 -10 17 19 -4 20 -15 22 23 -8 -2 26 27 -26 -14 -3
right_child=24 7 3 4 10 -7 21 -9 15 -11 -12 12 28 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0071532221517681075 -0.0074647641969127002 -0.0035482343385668212 0.0010292342179600861 -0.0039119961205682898 0.001453181503808334 0.0025570455146758427 -0.0059638491998807684 -0.0073848369134442331 0.0034281090957243667 -0.0078266496818015022 0.0069685549644262594 0.0073545202336913803 -0.00088655229620837432 -0.002492238981397592 0.0038583983617884745 -0.0023128794870262608 -0.010415570378727422 0.0021140616637890701 0.0070019616774868532 0.0018967913139583288 -0.0081987621371653382 0.0029862000926175079 -0.0080279409961093676 0.0012165625777272406 0.0023066539987394016 -0.0071574165379917039 0.0096501922070161769 -0.0073564055421265684 0.0048548469451992239 0.0016493257081469936
leaf_weight=7.5447076028212896 12.095457550138233 10.89077370986343 57.756953466683626 26.505225047469139 33.905936002731323 227.05466295778751 5.5234176721423918 6.5889139398932448 16.48568664491177 7.2012403905391684 5.1842694580554953 9.8783914446830767 15.143380641937258 11.880766380578288 6.7170910835266104 9.5662821903824788 3.1459409594535819 6.4281880855560294 4.9368012696504584 4.4341251552104941 7.9645836427807799 3.5824857652187339 6.8322747051715842 6.7887315228581429 5.6765296608209628 7.8146517965942612 2.0648242980241767 5.5647867396473885 6.0758455321192733 10.127180829644201
leaf_count=301 393 101 252 280 121 832 60 204 51 125 14 21 68 101 23 69 24 27 13 15 64 22 104 40 22 345 13 204 21 104
internal_value=0.000536426 0.000868298 0.0011863 0.0013262 -6.79426e-05 0.00193861 0.000294773 -0.00152104 -0.000809132 -0.00277476 0.000851964 0.000551606 0.00285304 -0.000409354 -0.00196592 0.00132002 -0.00312156 -0.0023743 0.00149955 -0.00356263 -0.00478245 -0.0030287 -0.00415427 -0.00200468 -0.00464049 -0.00302308 -0.000594995 -0.00247685 0.000757422 -0.00104387
internal_weight=551.36 518.144 457.284 449.739 137.264 312.475 85.4207 60.8601 54.2712 28.2192 110.759 105.574 31.0976 74.4766 40.5707 26.052 33.8536 30.7077 62.6938 24.2795 19.8454 22.7269 19.1444 12.3121 33.2163 21.1208 13.3061 11.2413 21.2192 21.018
internal_count=4034 3057 2403 2102 779 1323 491 654 450 330 499 485 110 375 254 120 231 207 265 180 165 226 204 100 977 584 239 226 89 205
is_linear=0
shrinkage=0.00676168


Tree=106
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 0 1 2 1 1 2 2 2 2 2 2 1 0 1 2 2 1 2 1 2 2 2 1 1
split_gain=30.6851 13.0446 20.8196 15.0745 6.27575 5.52152 6.19315 5.5528 6.75641 4.84529 5.30934 3.87361 8.90019 3.8215 4.67488 6.54048 4.79204 3.78605 5.9685 5.02718 3.52653 4.55091 3.39563 5.07067 3.34769 3.26939 5.66853 8.28804 7.42149 3.26867
threshold=0.5718990449500001 0.39091643965000006 0.47721625100000004 0.53544804050000006 43.89540535710001 40.750688432250008 0.54228915300000013 0.44805544745000009 39.458743938000005 0.34512439750000007 0.3055746834000001 32.051492741500006 35.171584490050009 40.890797847750008 41.827117825850003 42.094663496250007 41.178189531300006 0.44805544745000009 0.54562737640000014 0.43639411995000005 44.421469061800003 47.927946529500012 0.40955360615000008 39.952536079750011 0.4349121284000001 40.00488309970001 42.536568606950006 42.402981339000007 0.44521122120000006 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 29 5 6 -5 22 -9 10 -1 -12 -13 -7 16 -16 -15 18 -17 -20 -4 -22 -8 24 -24 -2 27 28 -27 -3
right_child=25 3 20 4 -6 13 7 8 -10 -11 11 12 -14 14 15 17 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0044109696027684608 -0.0045455604282801289 -0.0011584538229970904 0.0016168918717495988 0.001739948192674614 -0.0029177801003969174 0.0040360944372502721 0.0012638909727495013 0.0023278016961205657 -0.0032139330746053991 -0.0022544010468293972 -0.005289386578052644 0.0043774279800665216 -0.00024637221260168535 0.0017186424218076158 0.004562501795510372 0.0017582726279952346 -0.003166583151996227 0.0032319827334636232 -0.0064831982344216608 0.00014597086966007563 -0.0034073607714538486 0.0019121584788731323 -0.0054922756957246771 -7.1711292101536662e-05 -0.0013276122803402019 0.0029097935036279873 -0.0043938537324967391 0.0075872462305895481 -0.003760613766073602 -0.0035492515591861928
leaf_weight=4.5128409080207339 15.601934239268301 15.974311690777538 277.16837364062667 17.761142335832119 9.3278826512396318 8.2797983735799772 3.7926217392087009 12.205576024949552 5.225857861340045 24.437163196504116 2.0924118477851144 7.9561732523143283 53.373900568112731 6.0081598013639432 10.2606318667531 9.9371092170476967 7.5195751115679741 6.9505413174629203 3.6621268615126601 3.9602378159761429 5.3935547545552236 5.3068591952323914 10.652035474777223 7.135555535554885 4.5951664820313445 4.0329323559999493 11.015116577968 1.8333483338356007 8.8888846542686206 23.509169833734632
leaf_count=125 393 124 989 55 142 20 15 43 33 302 62 23 363 19 21 30 42 20 28 17 50 17 105 30 27 12 345 13 214 355
internal_value=0.000314405 0.000570546 0.00098762 -0.00038047 0.000302491 0.00055717 -0.000290097 -0.00111694 0.000666417 -0.000697037 -0.000136834 0.000167293 0.00035346 0.00147616 0.00103731 0.00182873 -0.000996877 0.00068429 -0.000324159 -0.00303898 0.0015282 -0.000769151 -0.00230456 -0.00290921 -0.00423714 -0.00307213 -0.00218009 -0.000527449 -0.00167876 -0.00258198
internal_weight=588.371 546.999 380.241 166.757 127.274 117.946 61.368 43.6068 17.4314 92.3725 67.9353 63.4225 61.3301 56.5782 48.2984 34.7706 13.5277 24.51 17.5595 7.62236 287.869 10.7004 26.1754 22.3828 15.2472 41.3722 25.7703 14.7552 12.9218 39.4835
internal_count=4034 3057 1931 1126 647 505 308 253 76 875 573 448 386 197 177 116 61 95 75 45 1056 67 177 162 132 977 584 239 226 479
is_linear=0
shrinkage=0.0040783


Tree=107
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 1 1 0 1 2 1 1 2 1 1 0 1 1 0 2 1 2 1 1 0 0 2 1
split_gain=21.5041 9.17139 15.3873 11.4182 5.21094 4.46722 7.84938 6.98436 5.37895 4.36689 9.0266 4.27941 4.19421 9.39727 4.02175 3.97849 4.13258 3.72114 3.69769 6.35911 7.07458 3.63433 7.02426 3.20531 3.05915 5.44344 9.16777 4.61687 4.01302 9.8628
threshold=0.57537199485000012 0.39091643965000006 0.47721625100000004 0.53475943835000017 43.89540535710001 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.54499865270000014 0.4349121284000001 42.094663496250007 0.45368402140000008 0.46280051495000007 40.636252116050009 0.31135295350000008 0.3055746834000001 0.54228915300000013 0.39587138110000003 0.39408999735000005 0.53043322055000008 39.952536079750011 0.41236789315000005 39.577821550850011 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.50339810185000011 38.625745710700009 0.35471991855000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 18 9 6 7 8 15 14 11 21 -12 -14 17 16 -1 -5 19 20 -3 22 -11 -7 27 26 -26 28 -4 -30
right_child=-2 3 24 4 -6 23 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0058177601309056699 -0.004112788054244582 -0.0065482331871316666 0.0037488653127584416 0.001496469537254589 -0.0037545535179768314 -0.007238770961882351 0.0028572467694889872 -0.0061589301844115372 0.0031340751183804669 0.0041908042618627774 0.0020537043208026275 -0.0085151260324109346 -0.0074135734827078335 0.0023108777302602796 0.0033930302818433642 -0.0076564694584620131 0.00032778717048103094 -0.0035065589509268541 -0.0048499633554398951 0.0033576661232623309 0.0054027826443363786 -2.4807677773138701e-05 -0.006728584021513823 -0.0019056031258802308 0.0020872265433708455 0.0016914529409704582 -0.0055381947069301843 0.0047708657077531382 0.0018255329741673234 -0.0035611543453689266
leaf_weight=3.9894490111619296 30.084693079814315 6.9974501468241197 26.64386522769928 17.19923018664122 8.8592771366238576 3.7917277012020376 19.033286971971393 7.3199997358024111 9.5173097811639291 2.2071437239646974 36.069585271179676 3.3877705037593833 4.9150628596544248 7.2030940540134907 24.089629575610161 2.8891848791390649 16.612678989768028 5.8597906827926627 19.134141037240624 5.5179914832115164 1.8389325365424154 12.530322067439554 8.0451987534761411 26.24921060539782 9.0906039029359835 44.840015254914761 9.4577969089150411 16.617700159549713 157.69067312404513 10.669135317206381
leaf_count=125 933 98 80 61 149 68 72 96 46 9 141 26 47 28 69 63 101 30 343 19 5 55 90 304 30 157 71 55 605 58
internal_value=0.000346146 0.000600081 0.00107915 -0.000465357 0.00026009 -0.000874981 -1.27657e-05 -0.00136728 -0.000304685 0.000552805 -0.00026571 -0.00282919 0.0011265 -0.00163331 0.00184369 -0.00169787 -0.000862252 0.000225093 -0.00328942 -0.00120925 -0.00406112 -0.0019837 -0.00437784 -0.00257875 0.00171441 0.00066952 -0.00180096 0.0020274 0.0017936 0.00148417
internal_weight=558.352 528.267 364.413 163.855 130.366 89.4028 59.3619 40.3286 33.0086 121.507 74.3582 26.1704 48.1877 12.1182 47.1487 23.4913 20.6021 23.059 33.4885 14.3544 8.83638 22.7827 10.2523 30.0409 275.01 63.3884 18.5484 211.621 195.004 168.36
internal_count=4034 3101 1931 1170 705 875 503 431 335 556 396 180 216 75 160 289 226 91 465 122 103 154 99 372 1056 258 101 798 743 663
is_linear=0
shrinkage=0.00542213


Tree=108
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 0 1 0 1 1 1 1 2 2 2 1 0 2 0 1 1 0 2 1 1 0 2 2
split_gain=23.6031 10.8909 17.2182 12.558 5.47655 4.95907 5.34632 4.29185 11.0586 4.60749 4.01566 7.09377 6.09456 5.53389 4.14862 5.25182 3.46449 4.4889 3.4398 3.38435 3.99229 3.35519 4.44643 3.2708 3.19151 3.02211 6.23379 7.10005 2.78752 2.19878
threshold=0.57537199485000012 0.39091643965000006 0.47721625100000004 0.53475943835000017 43.89540535710001 38.244973486750006 0.40667944075000007 0.54646567465000018 0.42209814075000007 0.56643513670000012 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 44.952171034750002 35.171584490050009 40.844669808050007 0.44805544745000009 0.55769288345000012 44.421469061800003 0.50889194935000015 0.43837010870000009 0.45036076765000005 0.45350438610000005 38.064633603500006 0.39587138110000003 0.39408999735000005 0.53043322055000008 42.233786329550007 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 5 6 -5 -7 -9 16 11 12 13 14 15 -1 17 -10 -18 -4 -21 -11 -23 -12 -13 26 27 -3 -20 -2
right_child=29 3 19 4 -6 7 -8 8 9 21 23 24 -14 -15 -16 -17 18 -19 28 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004328932482566712 -0.0059087960346761283 -0.0066861543814220282 0.0019982664443237447 0.0024958218366177682 -0.0038072908018970146 0.002352847237698308 -0.0035435995775940595 -0.0079761510446350829 -0.0080212518189435797 0.005438406246488196 -0.0062396756834168423 0.0048057481110810839 -0.005932068272986723 0.0030924628406621326 2.6908186550582315e-05 -0.0065608022265230114 0.0033211679962524164 -0.00066690133557251814 0.0011750904381761451 0.0013699660149701712 -0.0057923424610203094 -0.0033566943953518879 0.0032050951556037138 -0.001623435234698735 0.00033288638958548086 -0.0048866177787664352 0.0031186222995543567 0.0053126590850944158 -0.0053291672738156135 -0.002946862866706151
leaf_weight=1.6029628217220322 13.490095602348449 7.4038799926638585 269.97737222537398 6.1562096402049091 9.0780417360365373 45.124373458325863 15.172023259103296 4.6601457074284545 3.5789953470230129 8.2924173846840876 5.6146005345508483 10.165115697309377 7.088646385818719 9.8407065868377668 14.634112827479838 7.5803679190576077 8.7629168033599871 8.0726126432418805 4.5612702965736371 6.4009693041443807 3.6516298390924931 4.5937411785125724 9.3963141888380033 25.026722157374024 8.9734685122966749 19.080130839720368 5.3424355722963801 1.8394692614674566 3.4633902311325073 16.830122742801905
leaf_count=17 433 98 989 21 149 143 130 39 30 23 140 33 96 46 77 195 26 40 18 29 38 30 33 232 39 343 19 5 23 500
internal_value=0.000426904 0.000692725 0.0012124 -0.00047734 0.000288341 0.000593512 -0.00180037 0.00110151 8.19436e-05 0.000822296 -0.000859891 -3.64126e-05 -0.00132572 -0.000355586 -0.00178022 -0.00465998 -0.00063594 -0.00292592 0.000953445 0.00188231 -0.00123176 0.00268345 0.00105048 -0.0024693 0.00270857 -0.00345475 -0.00158168 -0.00429833 -0.0016321 -0.00426469
internal_weight=565.455 535.135 370.557 164.578 130.912 121.834 21.3282 100.506 55.3818 50.7217 90.5267 59.8854 40.7468 33.6582 23.8174 9.18333 28.4392 11.6516 16.7876 280.03 10.0526 22.2825 13.9901 30.6413 19.1386 33.6659 14.5858 9.24335 8.02466 30.3202
internal_count=4034 3101 1931 1170 705 556 151 405 262 223 875 503 431 335 289 212 137 70 67 1056 67 86 63 372 72 465 122 103 41 933
is_linear=0
shrinkage=0.00546599


Tree=109
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 1 2 1 1 0 0 2 2 1 1 2 0 2 2 0 0 1 1 2 1 2 1 0
split_gain=10.3202 4.14712 6.45696 6.32001 3.4068 4.82612 3.60106 3.80355 5.26081 3.21054 7.59612 3.48907 5.22133 3.10063 4.17659 3.55141 5.09853 5.38637 2.69671 4.39925 7.2193 2.94524 5.20549 2.58778 2.40465 2.8264 2.75887 2.30106 2.84775 3.4128
threshold=0.4662734648500001 0.39091643965000006 0.53475943835000017 0.47721625100000004 0.54646567465000018 0.4349121284000001 0.40509266190000009 0.42209814075000007 40.280372415600006 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.58650938595000024 48.86568841230001 49.122847560300009 0.3975479776000001 0.39382054430000007 42.434124620650003 0.5718990449500001 41.770271989050009 40.00488309970001 0.5654770815500002 0.55974372025000008 0.39670967935000007 0.34512439750000007 40.413896136950008 0.3055746834000001 41.289992964000007 0.34584293880000011 0.46495613905000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 24 -4 6 23 -8 -9 10 18 -12 -13 15 -15 16 -3 -18 21 20 -20 22 -7 -6 26 -26 -1 -27 -29 -30
right_child=-2 2 4 -5 5 9 7 8 -10 -11 11 12 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.017515642926486275 -0.014045126343915833 -0.019456311776094828 0.0037230320619734939 0.0035409419813701259 -0.0074173033780570172 0.010852295508980517 -0.022096088428090143 -0.019886788047379301 0.0015981619284703777 0.012652961711018927 -0.021149666160673517 0.036965145415693672 -0.017782581560157221 0.027770538958847228 -0.017537241230066343 -0.018836539364903603 0.006931319319716499 -0.02013654444339226 -0.019207221654106457 -0.023944535254077279 0.014764419911498759 0.010534384322884076 -0.0098662613189781142 0.018333793156034027 -0.022299079804187612 0.0080197998480744537 0.00055480823923640288 -0.015332763309536656 -0.0088681440581390159 0.015335921062899631
leaf_weight=2.4709504125639787 12.874192834831772 5.1495961993932822 53.346262807026505 245.74661078304052 2.1323670297861126 6.3387586772441882 6.0193708334118154 4.9961630702018729 8.841211596503852 5.941199622116982 6.2445468287914974 0.81254418008029494 1.2213556990027425 1.4387325048446649 0.94367966055870045 8.6630643261596543 8.7865034900605661 2.6895214468240729 2.8467219267040473 2.5079496093094349 4.5569706559181213 14.759073702618478 7.318158108741045 2.2426903303712606 2.8739536907523897 3.3740698471665409 55.976567273028195 6.5806399378925544 4.461429450660944 2.5726265609264374
leaf_count=125 757 88 208 1056 25 20 74 68 43 26 121 5 48 2 50 203 49 73 60 54 16 56 40 17 48 60 448 87 91 16
internal_value=0.000743002 0.00113811 -0.00108691 0.00222156 0.000474276 -0.00178297 -0.00796193 -0.0109903 -0.00615926 0.00106642 -0.000410599 -0.0149488 0.00408917 -0.00842847 0.00982401 -0.010148 -0.00562071 0.000587694 0.00272954 -0.00478713 0.00170231 0.00535139 -0.000249894 0.00578292 -0.0019188 -0.00694958 -0.000209145 -0.00435294 -0.00741922 -1.57805e-05
internal_weight=494.727 481.853 157.796 324.057 130.125 76.7791 24.2318 19.8567 13.8374 52.5473 46.6061 8.27845 2.0339 27.6711 2.38241 25.2887 16.6256 11.476 38.3276 9.91164 7.40369 28.416 13.6569 4.37506 78.3102 19.8627 58.4475 16.9888 13.6147 7.03406
internal_count=4034 3277 1346 1931 881 673 227 185 111 446 420 174 53 465 52 413 210 122 246 130 76 116 60 42 875 302 573 254 194 107
is_linear=0
shrinkage=0.0167361


Tree=110
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 1 1 1 0 0 1 1 1 1 0 2 2 1 1 2 0 0 2 2 1 1 2 2
split_gain=31.3685 13.1201 21.8167 13.2676 6.51082 7.56702 6.294 8.12711 4.27851 5.82343 9.65355 4.7495 4.20852 8.16722 5.784 5.95658 4.70569 4.25763 6.52186 4.05546 4.29304 7.2487 5.59664 4.47284 4.12352 8.38372 3.98487 14.3925 3.88958 3.87265
threshold=0.57619532350000013 0.39091643965000006 0.47736594710000008 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.46280051495000007 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.50278434775000014 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.47700667645000011 44.952171034750002 35.171584490050009 0.36491422415000008 0.34575312120000007 41.289992964000007 0.4778150355000001 0.47943175355000006 42.779078631750004 43.384297312450009 0.44805544745000009 0.43967246490000006 38.064633603500006 39.861052345600008
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -8 11 10 -10 19 13 14 15 17 -14 18 -1 20 21 23 -23 -4 -22 -26 27 -7 -15 -12
right_child=-2 3 8 4 5 6 7 -9 9 -11 29 -13 16 28 -16 -17 -18 -19 -20 -21 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0033625859774786158 -0.0034547044296767589 -0.0025329692678542431 0.00038190338698728142 0.0013813594094317543 -0.0020853650805070707 0.0017886871641890902 -0.005082064580096907 0.0010844288795908263 0.001667240846317183 0.0013788688722111229 -0.0011163015648430656 0.0036096581308074967 -0.002810177423197645 0.0036979574320143722 -0.0043086395714059741 0.0022324674394978684 0.00031558817634369469 -1.1281000200190171e-06 -0.0048106921921740502 -0.00084365709824467405 0.0026858159523380728 0.0032217950545934716 -0.00051488066278409486 0.003042157482963007 -0.0036927022339785817 0.0029774377165460403 0.0028433072100093959 -0.0064146257280634448 0.00010328168807059837 -0.0063218429040334621
leaf_weight=1.9671285375952745 34.35665381886065 37.439713535830379 14.920416809618471 49.15146155282855 30.781375542283058 18.219482116401199 6.7807395532727224 7.3730503283441067 9.2762359231710452 46.068539373576641 4.0740981772541982 21.272360607981682 24.389314422383904 11.109956461936237 7.4345753602683535 10.360139362514017 11.816173061728476 14.885333791375158 8.9755955338478071 10.711161904036997 81.499711737036705 7.831723488867282 42.972733415663242 34.827611148357391 5.3284637331962568 7.4946005120873451 16.10809314250946 4.3854906056076279 9.0086869299411756 5.6202388852834702
leaf_count=17 920 479 51 171 232 73 109 32 30 157 19 64 334 33 96 46 53 77 195 46 268 22 186 95 30 21 45 42 39 52
internal_value=0.000316276 0.000546772 0.000956161 -0.000395531 0.000207069 -0.00048294 0.000450061 -0.00186979 0.00151747 0.000598255 -0.0012974 0.001781 -0.000683162 -5.44486e-05 -0.00104269 -0.000371732 -0.00179004 -0.00141633 -0.00334142 0.00159179 0.00172565 0.00114125 6.11438e-05 0.00224429 0.00234865 0.000205745 0.00129822 0.000197199 0.00208834 -0.00413419
internal_weight=596.441 562.084 391.845 170.239 132.8 83.6482 52.8669 14.1538 291.898 65.0391 18.9706 226.859 99.9469 63.7414 43.6228 36.1882 36.2055 25.8281 10.9427 205.586 194.875 100.552 50.8045 49.748 94.3228 12.8231 38.7131 22.605 20.1186 9.69434
internal_count=4034 3114 1931 1183 704 533 301 141 1041 258 101 783 890 503 431 335 387 289 212 719 673 354 208 146 319 51 160 115 72 71
is_linear=0
shrinkage=0.00406533


Tree=111
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 1 1 2 0 0 2 0 2 0 2 2 2 0 1 2 0 0 0 2 2 1 0 1 2
split_gain=27.768 12.515 12.6664 12.6239 10.7146 7.42332 7.25765 10.5458 8.2812 5.91136 6.03466 12.1763 5.70575 5.55306 10.8884 4.92967 6.72994 5.37113 5.0173 5.66656 5.01853 4.6845 4.47736 5.31406 5.45914 4.9404 4.76222 4.45925 8.74667 6.68537
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.39091643965000006 0.53544804050000006 42.67709657435001 0.40509266190000009 0.41615520495000008 38.244973486750006 0.55769288345000012 0.47769527860000011 47.927946529500012 0.4778150355000001 41.942745071500006 0.48068920095000006 44.262924377150007 47.709122305950011 49.122847560300009 0.54228915300000013 0.39091643965000006 43.631818398850008 0.55481871800000016 0.54136103710000005 0.56643513670000012 40.844669808050007 42.233786329550007 0.43837010870000009 0.47396784530000008 0.32388251845000005 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 13 -6 -8 -9 10 11 -3 -12 27 -15 18 -17 -18 19 -14 -21 -19 -10 24 -24 -26 -25 28 -4 -30
right_child=-2 9 3 4 6 -7 7 8 22 -11 12 -13 15 14 -16 16 17 21 -20 20 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.0060775816952588465 -0.0047516999158909732 -0.0048315691368316796 0.0048176321504329071 -0.0034829773072744827 0.0042814866934323577 0.0057932549157541507 -0.0076190690703411947 -0.0034308484195299019 0.0048580849025989907 -0.0055305608832322186 0.0086946529781901007 0.0016556592250607015 0.0014755117509782172 -0.004862173607145001 0.0021561681459562427 -0.0058136547166392494 0.0035778334755764757 -0.0071482568711442639 0.0064169493100509943 -0.0087801363618501011 -2.4826912779391512e-05 0.0057221235303807497 -0.0024475516553801148 0.0064790110605264456 0.0029993469660502992 -0.0032809674705669809 0.0010175654367718359 0.0024052911382099903 -0.00020860339740028157 -0.0080123235137315191
leaf_weight=7.6064654085785142 31.482332376763225 24.264199458062649 8.2827222645282763 24.523659836500883 15.760730035603045 16.327491141855717 5.4539856910705558 14.309614874422548 10.057502239942549 8.1598055325448495 2.6396031379699698 15.472595974802969 37.773334033787251 11.49149437248707 19.411334939301014 9.3050420600920933 7.703595068305729 3.7984573822468519 5.2243628948926917 3.6174072399735433 5.2267819829285145 1.2200896590948103 21.451888784766197 8.2868534624576586 17.79294536262751 5.3110245838761321 14.057885535061358 208.47784141823649 13.760436497628691 4.8476565219461909
leaf_count=253 920 327 21 237 41 58 38 119 24 129 4 54 146 105 68 167 28 78 13 40 48 7 115 20 57 27 55 704 77 54
internal_value=0.000468128 0.000766038 0.00123052 0.001363 -6.05189e-05 0.00205313 0.000685653 9.97143e-05 0.000560974 -0.000828994 -0.00049897 -0.00230559 0.000439347 0.00182379 -0.000453665 0.000144356 -0.00212033 0.000580982 0.0011066 0.000511479 -0.00360588 -0.00401926 0.00130321 0.000768794 -0.000371729 0.00155566 0.00304302 0.0021228 -6.72481e-05 -0.00224158
internal_weight=583.099 551.617 427.212 419.605 137.006 282.599 112.482 96.7217 91.2677 124.405 116.245 39.7368 76.5087 266.271 30.9028 73.8691 22.0272 12.7221 51.8419 46.6175 8.84419 5.01855 76.9581 66.9006 44.5559 23.104 22.3447 235.369 26.8908 18.6081
internal_count=4034 3114 2073 1820 733 1087 496 455 417 1041 912 381 531 1029 173 527 280 113 247 234 88 85 298 274 199 84 75 856 152 131
is_linear=0
shrinkage=0.00571439


Tree=112
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 2 0 0 1 0 1 1 1 0 0 0 2 0 0 1 2 1 2 2 0 1 0 0 2
split_gain=10.2267 4.19154 5.86976 4.41458 5.96536 5.60927 4.52242 3.76607 3.83949 4.13732 3.43828 3.32153 3.36274 4.53122 3.17537 3.59092 3.41698 2.90143 6.48474 4.44174 4.40747 3.51458 3.37349 3.16311 2.87215 5.98856 2.85177 2.82827 3.20097 2.81785
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 0.39091643965000006 0.39382054430000007 42.67709657435001 40.280372415600006 0.55769288345000012 0.54228915300000013 0.40301188585000008 0.57537199485000012 0.46280051495000007 0.45368402140000008 0.44805544745000009 0.55074698365000019 0.53544804050000006 0.5681267027500001 47.927946529500012 0.47769527860000011 0.37331217625000007 0.37078231190000005 49.122847560300009 0.4025178887000001 43.680097826700013 41.942745071500006 0.48068920095000006 0.3975479776000001 0.54386096225000014 0.55538756325000016 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 24 10 8 9 17 11 12 13 14 15 26 -16 18 19 -3 -20 -19 23 -22 -4 -26 -6 -10 -29 -8
right_child=-2 7 3 4 6 -7 29 -9 27 -11 -12 -13 -14 -15 16 -17 -18 21 20 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.021779096061798359 -0.017541448277336832 0.024685280920939148 0.0045674618795670478 -0.024124410965893774 -0.0011770097933523052 0.018860749112026128 0.0062392059201567159 -0.017387212419988311 0.025744001442019739 -0.025517134335099126 -0.022771096116110352 0.016896037841491525 -0.025713445889357291 0.012612609513794009 -0.021611941143774693 0.0028987627823993502 0.0043605708905842325 0.011463750103188609 0.0041962991859286142 -0.017180142605566766 -0.0037070774975244036 -0.0070411866927381946 0.017758183497815147 -0.025883211485082439 -0.0156202685497875 0.0047632260562347492 -0.024545529770717306 -0.014743113552196107 0.018682547797923575 -0.0065478153968849357
leaf_weight=4.3485979046672574 12.844662908464668 1.1962921954691434 205.95519385300577 4.5075116865336886 4.6883549652993697 11.310743704438208 53.851554254069924 6.7891809418797484 3.7773372381925565 3.3215744756162158 3.8627736661583176 3.7176897078752509 2.8784731402993193 7.5655051469802848 8.2394986487925035 22.579077668488026 3.0653398856520644 13.58336164802313 34.787262476980686 17.023403009399772 5.9917218312621081 6.7896366678178302 1.6699295639991767 5.3878994584083557 10.002045227214696 17.445091061294079 4.5276970397680998 2.5650690365582705 2.490574836730957 8.8503673709928972
leaf_count=253 757 11 856 77 31 58 231 177 8 132 111 10 35 23 97 95 18 39 145 316 43 40 4 127 105 68 77 34 10 46
internal_value=0.00095358 0.00144566 0.0024797 0.00276248 -0.000392315 0.00441694 0.000471578 -0.00225773 -0.00121581 -0.00251603 -0.00359343 -0.00229974 -0.00363255 -0.00237806 -0.00500944 -0.00161036 -0.0145694 -0.00163208 -0.00376903 -0.0144313 0.000291925 0.00529668 -0.0101163 -0.0142068 0.00371698 -0.00266475 -0.0126576 0.0119956 0.00172346 0.00443432
internal_weight=495.613 482.769 377.396 373.047 128.334 244.713 123.826 105.373 98.5841 89.7511 61.1244 57.2616 53.5439 50.6655 43.1 31.7951 11.3048 86.4295 66.0565 18.2197 47.8368 20.373 13.0496 11.3796 233.402 27.4471 9.21605 8.83298 5.05564 62.7019
internal_count=4034 3277 2191 1938 851 1087 774 1086 909 857 497 386 376 341 318 203 115 725 646 327 319 79 174 170 1029 173 108 52 44 277
is_linear=0
shrinkage=0.0210015


Tree=113
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 1 1 2 0 0 2 1 0 2 0 1 1 0 1 2 0 0 0 2 0 0 2 1 2
split_gain=26.0984 11.1162 12.4186 10.6329 9.52891 8.16089 6.4089 10.419 6.47313 5.73478 5.89765 12.7853 6.92998 9.51885 5.62995 10.1982 4.94379 7.54345 4.11021 8.2927 6.97072 4.00044 4.91947 3.98885 3.81516 3.4617 5.23747 5.08616 5.06021 4.53089
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.39091643965000006 0.53544804050000006 42.67709657435001 0.40509266190000009 0.41615520495000008 38.244973486750006 0.55769288345000012 0.47769527860000011 47.927946529500012 0.37078231190000005 0.54228915300000013 41.942745071500006 0.48068920095000006 0.3975479776000001 0.39382054430000007 0.47396784530000008 0.32388251845000005 39.110279783550006 0.54386096225000014 0.55538756325000016 0.37331217625000007 48.96897326980001 0.54136103710000005 0.56643513670000012 40.844669808050007 0.43837010870000009 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=1 2 -1 5 16 14 -6 -8 -9 10 11 23 -12 -14 18 -16 17 -5 19 -4 -21 -15 -23 -3 -13 -10 27 -27 -28 -29
right_child=-2 9 3 4 6 -7 7 8 25 -11 12 24 13 21 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 28 29 -30 -31
leaf_value=-0.0053506451430289197 -0.0041398665467140489 0.0039408179340581044 0.004089177338629354 -0.0059903276768775429 0.0035952231761509383 0.0051557912844457463 -0.006733789078058946 -0.0026881545991734729 0.0038937629787309646 -0.0048914578004183367 0.0018266731652284102 0.0039600635645759032 -0.0028274327299085749 0.0066769912589437937 -0.0042802335361811208 0.0016968145543174577 -0.0061489920389796258 0.0011696317319500971 0.0019777102559893943 -0.00012506819611500988 -0.0070818211777280773 -0.0040183649170202323 0.0053180497068388956 -0.0047594206799370558 -0.0010438582021457441 -0.0021110018221044331 0.0057971044766192137 0.0025339934618944667 0.00079613652777579737 -0.0028034269940232464
leaf_weight=7.6462696958333245 30.872156022116542 1.4173019714653516 8.2932708412408846 5.7079610824585023 15.45666955411434 16.14117593318224 5.3360738903284064 13.605872217565773 9.684944920241831 7.7828817982226601 40.290311932563782 8.1417166441678983 25.869326144456863 4.2269424051046354 11.601674173027279 19.211902856826782 7.9416349511593571 10.752578258514403 206.46775820106268 13.906054686754944 4.9485617578029624 3.1425728350877762 2.6242999061942101 23.085338622331619 7.343210130929946 21.11607576161623 8.2464029341936129 17.648465529084209 13.553497806191443 5.2228206470608702
leaf_count=253 920 11 21 77 41 58 38 119 24 129 147 20 329 9 105 68 103 57 704 77 54 36 10 316 34 115 20 57 55 27
internal_value=0.000362997 0.000617407 0.00100626 0.00112343 -4.15255e-05 0.00168095 0.000590451 9.85352e-05 0.000507814 -0.000708304 -0.000427981 -0.0019934 0.000394005 -0.00121552 0.00146884 -0.000553614 -0.002887 -0.0013132 0.00173559 -0.000105768 -0.00195093 0.00295697 0.000230307 -0.00425617 0.00158712 0.00108397 0.000670326 -0.000329567 0.00268789 0.00131516
internal_weight=577.286 546.414 422.49 414.843 134.273 280.57 109.871 94.4142 89.0781 123.924 116.141 39.9876 76.1535 35.8631 264.429 30.8136 24.4022 16.4605 233.616 27.1479 18.8546 9.99382 5.76687 24.5026 15.4849 75.4722 65.7873 43.9874 21.7999 22.8713
internal_count=4034 3114 2073 1820 733 1087 496 455 417 1041 912 381 531 384 1029 173 237 134 856 152 131 55 46 327 54 298 274 199 75 84
is_linear=0
shrinkage=0.00503385


Tree=114
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 1 1 2 2 0 0 1 1 0 1 2 0 1 0 2 1 1 0 0 2 2 1 2 0
split_gain=18.2401 7.53003 9.1253 7.79647 7.92726 6.47399 5.74657 9.96226 5.62187 4.49334 6.15678 4.17945 4.10821 6.43168 3.89546 6.81443 6.92781 3.75524 5.15398 3.66964 8.386 5.34078 4.90716 3.56472 4.04169 4.72936 4.65159 4.38114 3.54973 3.50321
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.39091643965000006 0.53544804050000006 42.67709657435001 0.40509266190000009 0.41615520495000008 38.244973486750006 42.198888176300009 0.49094338495000006 0.55769288345000012 0.3975479776000001 0.39382054430000007 0.47396784530000008 0.32388251845000005 39.110279783550006 0.54228915300000013 0.40301188585000008 0.47769527860000011 47.927946529500012 0.37078231190000005 0.40099098830000007 0.54136103710000005 0.56643513670000012 40.844669808050007 42.233786329550007 0.43837010870000009 42.434124620650003 0.49949103320000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 9 -6 -8 -9 14 28 17 13 -5 15 -4 -17 18 19 20 -3 29 -23 -10 25 -25 -27 -26 -11 -21
right_child=-2 11 3 4 6 -7 7 8 23 10 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.0082775174675745519 -0.0060261579650162794 -0.0059286733926660539 0.0053922729049838761 -0.0092281713590934098 0.005303569204302248 0.0075240490639158662 -0.010543069767132002 -0.0040481873015907558 0.0060305725535148768 -0.010396139030209231 0.005069966585817042 -0.0069453329651384425 -0.0093763308281092032 0.0014777194236562461 0.0026392434037769705 -0.00017788950456917215 -0.010849521524469007 0.004158610763671705 -0.0093989560211544289 0.0011293533193753934 0.0018618579708273078 -0.0043410530848811361 0.0072529231347380537 -0.0032695782550896395 0.0084914424541428293 0.0039442141137151993 -0.0046313026033619094 0.00096133639454318298 -0.0017508890102707147 0.0071790266574635261
leaf_weight=6.0561117129400364 25.343505397439003 20.45231164060533 8.3340659961104411 5.2542279064655331 15.152870826423166 13.810386210680006 5.2158105596899977 13.199085816740988 9.6180103197693807 4.5056487955153015 5.7694776952266684 6.8382653370499602 6.9862408284097901 10.470246046781538 207.18239099159837 13.431295249611141 5.2850362285971633 9.5069664940237981 4.3920585606247178 30.520062267780304 14.883449919521807 16.843590214848522 2.6316237300634375 20.353456042706966 7.6277608126401928 17.29343601316214 5.1085408404469481 13.073782138526438 8.6378020718693715 7.4183461591601363
leaf_count=253 920 327 24 77 41 58 38 119 24 40 19 129 103 57 750 77 63 55 132 123 54 188 9 115 20 57 27 55 56 24
internal_value=0.000513735 0.000835036 0.00134168 0.00148867 -0.000102318 0.00225959 0.000799726 5.37838e-05 0.00069443 0.00197238 -0.00172972 -0.000961265 -0.00433805 -0.00209958 0.00227131 -0.000546751 -0.0031913 -0.000577568 -0.00104108 -0.000645306 -0.0026473 0.000586838 -0.0027744 0.00155106 0.000872112 -0.000514494 0.00198866 0.0037359 -0.00471453 0.00231229
internal_weight=541.196 515.852 402.366 396.31 129.353 266.956 106.643 91.4899 86.2741 253.146 18.9129 113.487 22.7107 15.7245 234.233 27.0504 18.7163 106.648 97.1414 92.7494 35.3358 57.4136 19.4752 73.075 63.457 42.7554 22.402 20.7015 13.1435 37.9384
internal_count=4034 3114 2073 1820 733 1087 496 455 417 1029 115 1041 237 134 914 164 140 912 857 725 381 344 197 298 274 199 84 75 96 147
is_linear=0
shrinkage=0.00789597


Tree=115
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 2 0 1 1 0 1 2 1 1 1 0 1 1 0 2 2 0 2 1 1 1 0 1 0
split_gain=10.1179 4.00111 6.18986 5.59179 3.36848 3.45573 6.83727 4.50541 3.10452 16.1199 3.6467 4.81425 3.73439 3.57125 3.19618 4.76147 3.94999 2.91465 4.87765 5.76014 2.68776 2.54436 3.33166 2.47036 2.63127 2.42146 2.09357 1.99932 1.84102 4.38013
threshold=0.4662734648500001 0.39091643965000006 0.47883296910000012 0.53475943835000017 43.89540535710001 36.728658719300007 35.050303764500008 0.54386096225000014 0.40509266190000009 0.41615520495000008 0.54646567465000018 0.43590012275000006 40.280372415600006 0.4025178887000001 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.39587138110000003 0.39408999735000005 0.53043322055000008 36.728658719300007 44.262924377150007 0.50889194935000015 48.96897326980001 0.40667944075000007 0.3055746834000001 0.43563066975000003 0.4784437592000001 0.35862698720000002 0.49787431515000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 17 5 6 7 -5 13 -10 -11 12 -12 -7 15 -13 -17 18 19 -3 -19 28 -23 -22 -25 -1 -9 -27 -4 -30
right_child=-2 3 21 4 -6 8 -8 26 9 10 11 14 -14 -15 -16 16 -18 20 -20 -21 23 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.01532438942504428 -0.01218050612804575 -0.017142530571384873 0.0047934935682539441 0.019836058090136589 -0.0090274395516099538 0.0012182767266352755 -0.022639151037960645 0.0011377495402806169 -0.027776947260373549 0.0063581708876867121 -0.017467558798001048 0.0030439583094635939 -0.0020773549348745432 0.015096398040914335 0.013043642385825383 -0.018853038056517529 0.0085496641908941098 0.0050578794810722328 0.0089115484196688952 0.01358003006957436 -0.016458950006820874 0.0032339719208188157 -0.015735032609546406 0.023862192042481162 -0.015265119294902285 -0.00011097573478425133 -0.017865605353933729 -0.0093371735754852313 -0.011561777437837824 0.0028226285910440633
leaf_weight=2.4378310311585656 12.803168728016315 5.4179083276540059 126.48925722017884 2.0596900284290296 7.7416123338043681 8.5117407441139203 3.843469250947237 3.5061394870281219 4.0732737965881816 28.33362440764904 5.0066703930497161 34.226940203458071 10.42506857588887 7.4676349088549605 5.3409797400236121 4.1547509599477044 1.5492747221142051 1.8130451254546631 5.2157556638121605 1.7263383045792577 10.855068429373203 4.785302594304083 3.3959997110068798 0.71683108806609996 0.75923923682421446 102.79846133198589 1.9273359794169662 5.2984104678034774 4.8271192386746398 76.713390741497278
leaf_count=125 757 98 519 4 190 34 46 32 35 91 68 170 54 17 20 51 27 18 19 5 279 20 39 1 45 867 42 31 27 303
internal_value=0.000670247 0.00101201 0.0019307 -0.000928739 0.00033768 0.000939715 -0.00675691 0.00138956 0.00173955 0.000715959 0.00201945 -5.65975e-06 -0.00707055 0.00770393 0.00240253 0.000979227 -0.0114102 -0.00705285 -0.001857 -0.00971872 -0.0115933 0.00337211 -0.00463993 -0.0140415 0.00373646 -0.000888758 -0.00560303 -0.000563201 0.00368721 0.00197109
internal_weight=494.221 481.418 326.746 154.672 128.168 120.427 11.3366 7.49317 109.09 93.1106 89.0373 60.7037 15.4317 15.9794 45.2719 39.931 5.70403 26.5042 12.36 7.14425 14.1442 216.211 8.1813 12.3311 1.47607 110.535 5.43348 108.097 208.03 81.5405
internal_count=4034 3277 1931 1346 881 691 124 78 567 516 481 390 122 51 268 248 78 465 122 103 343 908 59 325 46 1023 74 898 849 330
is_linear=0
shrinkage=0.0146468


Tree=116
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 1 0 2 1 2 0 2 0 1 0 0 0 1 0 2 2 2 2 1 0 0 0 2
split_gain=14.7403 6.42718 7.80851 5.62469 5.30562 7.83602 5.28886 4.73375 4.64136 4.23708 4.89713 4.28219 4.27376 5.31424 4.1742 9.50591 3.8573 3.85379 6.88543 5.18333 3.6529 3.37699 4.91745 6.78823 5.28249 5.17128 3.2007 4.43763 4.37851 4.19351
threshold=0.5718990449500001 0.43780126340000008 0.37078231190000005 0.47883296910000012 0.44284602260000011 0.33204095685000007 43.680097826700013 0.32388251845000005 0.57152480465000022 39.420767558750008 0.36042334060000009 44.952171034750002 0.4778150355000001 40.636252116050009 0.46898296455000005 0.33992994225000006 0.50339810185000011 0.51191581090000016 0.5054040298000001 0.38906020780000011 0.47736594710000008 40.00488309970001 42.536568606950006 42.402981339000007 41.218101594450012 0.45280081435000008 0.5216909673500002 0.5231430197000001 0.53544804050000006 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 8 -1 17 14 11 12 20 -14 15 -7 -5 18 -4 -19 -11 -2 23 24 25 -23 -21 -28 -29 -30
right_child=21 2 6 16 5 9 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 19 -20 26 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0013019700619822158 -0.0092961162934792983 0.0089388406947546514 0.00097714069603530842 0.0026611166626040726 -0.011363650401099329 0.0084978968771995209 -0.0038940599593396165 -0.0099746137802943641 0.0086199361457532549 -0.0011302731938505803 0.010144512894326923 -0.010793372662606536 0.001599421402151456 -0.009462383923491911 0.007344252160663132 -0.011308187763254559 0.0072003568157410396 0.0041566465436368438 -0.011901051328676193 -0.0074131800527691754 0.0045320951920964489 0.0071307063966662967 -0.0090299074147308315 0.015192181337681177 -0.010780909721407366 -0.0092282457866269298 0.0056668353040425787 -0.0032920820492771132 -0.0005722693506477227 0.0033022216671094
leaf_weight=28.556419563479722 10.339343210682275 4.9560708850622168 7.2862455379217845 152.8501925393939 4.3406007811427108 3.6759652271866825 23.558903625234962 5.4942721184343091 4.9090232253074637 24.196272265166044 2.8927516117691985 3.2568209245800963 5.4385885894298536 7.6550986804068089 11.057896148413418 3.4290866740047932 15.055776480585335 24.600386306643486 5.2150529641658068 4.2475684061646453 12.729366220533846 4.4869736954569834 6.817919365130364 1.8394157197326411 3.7316097486764193 2.0661901663988829 9.8341150581836683 27.943880174309015 71.300142042338848 28.6779939904809
leaf_count=329 393 15 42 595 52 10 411 170 14 187 9 62 18 57 32 35 55 72 50 26 44 14 345 13 127 85 31 261 375 105
internal_value=0.000535214 0.000885427 0.00115145 0.00216514 0.000352135 -0.000188795 -7.69326e-05 -0.00270135 0.000411765 0.000463759 -0.000697915 -0.00128663 -0.000667634 -0.00486776 0.00405624 -0.00106105 0.00306814 0.00018679 -0.00439514 0.0005306 0.000821714 -0.00536307 -0.00321625 5.29991e-05 -0.00265462 0.00197278 -9.7568e-05 0.000128001 -0.000297801 0.0005391
internal_weight=522.44 493.158 459.108 251.534 83.6285 78.6724 207.573 34.0507 184.014 74.3318 56.1689 53.2761 50.0193 13.0937 18.1629 7.10505 167.906 179.105 12.5013 166.604 36.9256 29.2815 18.9421 12.1242 10.2848 6.55316 142.004 137.756 127.922 99.9781
internal_count=4034 3057 2558 1171 521 506 1387 499 976 454 377 368 306 75 77 45 650 962 92 870 231 977 584 239 226 99 798 772 741 480
is_linear=0
shrinkage=0.00855644


Tree=117
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 2 0 0 0 0 0 1 0 0 1 2 0 1 2 0 2 0 2 2 0 0 0 2 2 2
split_gain=19.1313 9.30135 11.1002 7.54967 9.5044 9.54948 7.6304 4.92028 4.26272 4.19739 4.31164 4.0603 3.24496 4.57438 4.45396 4.11264 10.4098 5.97176 4.39301 4.09235 4.03859 6.05968 3.76571 4.16541 3.31878 4.00113 3.22852 4.49906 5.45553 3.0867
threshold=0.5718990449500001 42.719328117250008 0.42018203045000008 0.35471991855000007 0.34584293880000011 41.919251152600005 0.48597347385000006 0.48637765340000011 0.48351845755000006 0.49949103320000005 0.57152480465000022 0.35651627195000007 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 0.37078231190000005 49.122847560300009 0.50339810185000011 43.018222997350009 0.4815274992000001 43.077238082650005 43.384297312450009 0.54386096225000014 0.55538756325000016 0.59897907245000015 40.00488309970001 42.599563320500003 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 11 8 -4 -8 -11 -5 13 14 15 16 -3 19 -17 20 21 -18 -22 -24 -15 -26 27 -2 -29 -6
right_child=26 12 3 6 29 -7 9 -9 -10 10 -12 -13 -14 24 -16 18 17 -19 -20 -21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0064204483408701468 -0.0067723016975991595 -0.0048474972373346737 0.0019682013691469254 0.00051368525473236655 -0.0003807024980541691 -0.0028563568938352346 0.0034178203813062715 0.0071106210608796617 -0.0025659585237729366 0.00025395519034910881 0.0060854166548066262 -0.0097438567003987602 -0.0051157512485828765 0.0076104730076091013 -0.0072101703196901096 0.0036244734995498581 0.0019051822402762458 -0.00325614154833654 -0.0022795958146840565 0.0055739124612997131 0.0061311505867747262 -0.0082440506908054122 -0.0041162998020094427 0.0023571693794485079 -0.0044313165453969692 0.0059305766470467616 -0.0063074590335634641 0.0019991010474434794 -0.0066390760506364228 0.0046561310843338801
leaf_weight=7.0270111709833136 6.0913766119629171 22.213209783658385 93.13253615796566 2.1899697706103316 4.8946674838662139 17.954583767801523 18.751247774809599 6.3230253756046286 8.3050454258918744 178.98667674697936 4.7874320894479743 4.0318039059638977 6.1290024127811185 4.0322580039501172 4.0301243718713513 14.019425436854364 4.3833846598863619 14.173301752656696 6.9233101457357398 6.9169268757104865 5.5024761110544231 4.2716118022799492 5.2791273742914226 11.884613312780855 2.9570960681885481 2.5540822446346283 13.775178063660858 9.4075468815863115 3.7646702378988257 52.105292104184628
leaf_count=253 147 327 322 10 27 119 65 17 38 925 14 59 108 9 132 39 15 174 40 22 14 26 28 40 36 10 649 69 112 188
internal_value=0.000407314 0.000694965 0.00113382 0.00126942 0.00216958 0.00123827 0.000481521 0.0019205 0.00159697 0.000684737 0.000405868 -0.00613336 -0.000822152 -0.000581038 -0.000965343 -0.000701995 -0.00136843 0.000106082 0.00167269 0.00135232 0.00042003 -0.0031039 0.00176563 0.000366096 0.00342966 0.000370765 -0.00406572 -0.00246267 -0.000469723 0.00422361
internal_weight=546.798 513.759 398.489 391.462 182.715 125.715 208.747 107.761 101.438 202.525 183.774 6.22177 115.27 109.141 99.5975 95.5674 74.6247 52.4114 20.9427 38.2381 31.3212 8.655 22.6662 17.1637 9.54344 5.51118 33.0388 19.2636 13.1722 57
internal_count=4034 3057 2037 1784 711 496 1073 377 360 1004 939 69 1020 912 857 725 646 319 79 145 123 41 82 68 55 46 977 328 181 215
is_linear=0
shrinkage=0.00606423


Tree=118
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 1 2 2 2 0 0 2 2 2 0 2 0 1 2 1 1 0 2 2 2 2 1 0 0
split_gain=15.1528 6.08966 8.22753 8.72058 4.54487 4.96735 7.57977 4.26993 5.68197 4.10869 5.03458 4.46478 4.0345 4.3612 5.38519 5.11584 3.76789 3.60464 8.78525 3.56168 3.55385 6.72405 6.08198 3.27961 4.82165 6.69351 5.26513 5.25529 3.20706 3.59786
threshold=0.5718990449500001 0.43780126340000008 0.39091643965000006 0.53475943835000017 0.47883296910000012 0.44284602260000011 0.33204095685000007 48.226196960950006 48.96897326980001 39.110279783550006 0.4778150355000001 0.47736594710000008 43.89540535710001 41.827117825850003 42.094663496250007 0.57152480465000022 41.178189531300006 0.46898296455000005 0.33992994225000006 40.636252116050009 0.39587138110000003 0.39408999735000005 0.53043322055000008 40.00488309970001 42.536568606950006 42.402981339000007 41.218101594450012 0.45280081435000008 0.54646567465000018 0.55677973715000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 20 5 -3 -7 -1 -9 17 11 -11 13 15 -15 16 28 18 -8 -12 21 22 -4 -2 25 26 27 -25 -5 -30
right_child=23 2 3 12 -6 6 9 8 -10 10 19 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0056333557534224915 -0.010461590930709683 0.0098402098111886101 -0.011556337169221513 0.0021991546874537307 0.0029355701661464601 -0.012869339694139288 0.0094833961819036239 0.0074926604316606559 -0.0050728085325737176 -0.0012899974259496453 -0.00010612204862151213 0.0053150250607843005 -0.0060978500034233234 0.010131651012786971 0.0015789317427892355 0.0095521481452613428 -0.0072456514481712073 0.0085849144081754144 -0.012456275497597754 -0.010202333744521177 -0.0082064198306190748 0.0067537958948817711 0.0087941134739322312 0.0079906935664587377 -0.010171951890860639 0.016704089028299299 -0.01211203048779661 -0.01044642781783001 -0.0069690718734768528 -0.00010657147327390259
leaf_weight=20.657257328741252 10.276189291849734 4.7793632894754401 6.2772051207721251 31.731295429170132 228.93305134028196 4.2117707543075076 3.6861988827586201 6.853251673281191 6.5393241196870804 30.203569956123829 5.59508418291807 13.8942359611392 7.7252460289746514 9.5760546103119832 24.009402699768543 4.7700116336345664 7.469003625214099 9.4092229194939119 3.1452092435210943 7.7489426769316196 16.329667473211884 5.446527022868394 1.7452739402651785 4.5010777935385722 6.8877616310492149 1.8701304756104935 3.8246290162205696 2.1121999844908714 9.8637707754969579 25.390806965529919
leaf_count=449 393 15 98 116 908 52 10 17 33 259 20 48 142 21 98 14 43 28 34 58 343 19 5 14 345 13 127 85 85 142
internal_value=0.00065259 0.00105176 0.00134185 -0.000510947 0.00223573 0.000297789 -0.000287706 -0.00288381 0.0013572 0.000431474 -0.000779317 0.000791098 0.000643825 0.0011055 0.00401753 -0.000128989 -0.000749219 0.00471395 -0.000617722 -0.00596904 -0.005182 -0.00151523 -0.00712914 -0.0060651 -0.00371151 -9.61493e-05 -0.0031062 0.0021021 -2.48595e-05 -0.00202661
internal_weight=525.463 495.991 461.941 150.334 311.607 82.6736 77.8942 34.0498 13.3926 73.6825 57.4418 44.0978 120.536 112.81 33.5855 79.2249 74.4549 16.2406 6.83141 13.344 29.7987 13.469 8.02248 29.472 19.1958 12.308 10.4379 6.61328 66.9859 35.2546
internal_count=4034 3057 2558 1126 1432 524 509 499 50 457 385 307 661 519 119 400 386 72 44 78 465 122 103 977 584 239 226 99 343 227
is_linear=0
shrinkage=0.009643


Tree=119
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 2 0 0 2 2 2 1 1 0 2 1 1 1 1 1 0 2 0 1 1 2 2 2
split_gain=10.1193 4.52979 6.38761 5.0315 3.59821 4.00365 4.62867 4.68129 4.28481 3.95768 4.06687 3.86841 4.81411 2.75978 4.48637 5.20443 2.52218 2.51636 4.44235 4.94895 3.58662 3.45777 2.94936 2.68331 2.46076 3.5183 5.7537 4.76504 2.79418 3.5257
threshold=0.59897907245000015 0.39091643965000006 0.47721625100000004 0.53475943835000017 43.89540535710001 40.750688432250008 40.890797847750008 41.827117825850003 0.57537199485000012 0.56341127510000011 41.178189531300006 42.599563320500003 43.272784938550004 0.39587138110000003 0.39408999735000005 0.53043322055000008 36.728658719300007 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.31135295350000008 0.45350438610000005 38.064633603500006 0.54228915300000013 0.43401395170000007 0.40509266190000009 39.952536079750011 39.458743938000005 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 13 5 8 -7 9 24 10 -8 -9 -13 14 15 -3 -15 18 19 20 21 -1 -19 -20 -5 26 -26 -28 29 -27
right_child=-2 3 -4 4 -6 6 7 11 -10 -11 -12 12 -14 16 -16 -17 -18 22 23 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.0022522431623225097 -0.022504884483098047 -0.025441578462822016 0.0046581679030246988 0.0055937532486166229 -0.013784011427740453 0.020268245036579671 0.014144980531363874 0.012883969691347813 -0.02367240346600339 -0.025491365414320205 -0.012554956504580371 -0.015133602592141315 0.010103233707038133 0.0065916741109144916 0.012533310688811361 0.018740952406047885 -0.020918667909313862 -0.024904755894460385 0.017907775715254377 -0.022382608682664645 0.011219175540374339 -0.030415005456373791 -0.0048283996709695609 0.00062885150266792555 0.016889743647337262 -3.4462731881976472e-06 -0.02860610553803725 -0.0027517714285826525 -0.0089135223529312815 0.022928315321020007
leaf_weight=18.692488379776485 8.6346620405092818 5.167931444942953 249.94051719084382 17.85882380604744 8.369988991878925 8.39323792606592 4.9853613600134832 21.651695009320974 4.3962824419140807 4.2468225657939902 6.1283549219369888 6.8576606214046461 7.7686880677938461 1.8573556505143631 5.2196030728518963 1.7097846940159795 11.863379026763139 4.1828111521899727 8.8079750547185558 5.9639603346586219 8.8766232430934888 2.3668145006522527 22.460868816822767 8.5204609446227533 2.7962006628513363 10.983159154653551 8.062932971864937 5.9849252402782431 8.4913668334484083 4.57727276533842
leaf_count=226 649 98 1056 64 225 27 14 81 136 45 34 55 36 18 19 5 325 140 33 96 46 63 232 39 8 69 105 28 51 11
internal_value=0.00105154 0.00146904 0.0029312 -0.00159528 0.000143596 0.00108995 0.00514899 0.00269153 -0.00276861 -0.00746593 -0.00057797 0.00699232 -0.00172922 -0.0104555 -0.00281206 -0.0144579 -0.0171946 -0.00247296 0.000283722 -0.00412222 -0.000484311 -0.0054174 -0.0079802 0.00941166 -0.0012045 -0.00417323 -0.0118672 -0.0175912 0.00121502 0.00674218
internal_weight=495.818 487.183 329.813 157.371 131.553 123.183 60.0318 51.6386 63.151 15.3605 11.1137 36.278 14.6263 25.8181 12.0973 6.87772 13.7207 79.872 53.2283 35.8999 29.9359 21.0593 26.6437 17.3284 58.7547 40.8959 16.8441 14.0479 24.0518 15.5604
internal_count=4034 3385 1931 1454 989 764 292 265 472 93 48 172 91 465 122 103 343 875 503 431 335 289 372 72 336 272 141 133 131 80
is_linear=0
shrinkage=0.0219518


Tree=120
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 0 2 1 1 1 0 0 2 0 0 2 2 2 0 0 2 1 0 0 0 1 1 2 1 0
split_gain=18.4839 8.12906 10.3691 7.87177 6.07661 5.71448 9.4911 6.09322 5.52999 3.82898 3.55768 4.1055 9.52014 5.21023 5.67775 4.62035 5.04089 5.27187 5.24513 4.1827 3.53429 3.49812 3.46054 6.17196 4.85935 4.88772 9.01623 4.81509 4.38392 3.35269
threshold=0.57537199485000012 42.719328117250008 0.42018203045000008 0.50706565670000014 42.67709657435001 0.48537468940000006 41.975471476700008 0.35471991855000007 0.37668033890000002 0.38906020780000011 0.55769288345000012 0.47769527860000011 47.927946529500012 0.4778150355000001 0.47883296910000012 44.262924377150007 47.709122305950011 49.122847560300009 0.55538756325000016 0.37331217625000007 48.96897326980001 0.35651627195000007 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.40509266190000009 0.41615520495000008 38.244973486750006 0.3975479776000001 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -5 29 11 12 19 -13 -15 -16 -17 -18 -19 -3 -14 -9 -11 -24 28 -26 -27 -28 -25 -10
right_child=-2 10 3 8 -6 -7 -8 21 9 22 -12 13 20 14 15 16 17 18 -20 -21 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-0.0065633925190921446 -0.0045851177767613771 0.0059301002509537428 0.0019213650221098855 -0.0048169340687674476 0.0059916017314495642 0.0031742758793733951 -0.00361367441258138 0.0010716991994283573 0.00016905489434058019 -0.0043350020182618418 -0.0051363398791597894 0.009133521803658607 0.0045379904578773363 -0.0090527846997301188 0.0014854736539855983 -0.0059523764613098051 0.0038503009162763361 -0.0081215126217464642 0.0072403407024218816 -0.0055083860604142271 -0.0014742656015943902 -0.0089901434732087924 0.0057244580368172411 -0.0010462088670766293 0.0039707477339158822 -0.0079396542078269943 -0.0029735933222439716 0.0012232240524954977 -0.0073317916405125153 0.0051775218891914575
leaf_weight=6.637756352312862 26.631471414119005 1.3202149197459245 113.78870832175016 7.8705344200134268 14.232379734516142 74.169298175722361 15.190173137933014 2.3012169376015654 9.1593390479683894 6.3447360545396796 6.6578660625964394 2.5600415468215934 7.8396569639444333 2.537574276328086 47.671121345832944 7.8904084619134691 7.1548086665570718 3.7194463200867176 1.1214055716991422 20.21566179394722 7.3382382541894913 3.2049629911780357 7.8609996996819964 20.433607168495659 14.714900732040403 5.1018612161278716 12.484137684106825 70.136744931340218 5.4484885185956946 11.92951140552759
leaf_count=253 933 11 414 52 58 268 116 10 34 37 125 4 20 20 228 166 28 80 5 316 34 51 21 151 41 38 118 290 83 29
internal_value=0.000473342 0.000733893 0.00115383 0.00128372 0.0020553 0.0017868 0.0010216 0.00161183 0.000280869 0.000526095 -0.000717495 -0.000448495 -0.00214549 0.000409024 9.03833e-05 0.000433818 -0.00208722 0.000455164 -0.00456287 -0.00480717 0.00163117 -0.00478496 0.000159711 0.000369122 4.10486e-05 0.000650077 9.30567e-05 0.000589079 -0.0023694 0.00300224
internal_weight=543.667 517.036 401.009 394.372 222.887 208.654 134.485 119.295 171.485 163.614 116.026 109.369 36.7138 72.6548 70.0948 67.5572 19.8861 11.9957 4.84085 21.5359 15.1779 5.50618 142.525 136.181 128.32 102.438 87.7227 82.6209 25.8821 21.0889
internal_count=4034 3101 2064 1811 917 859 591 475 894 842 1037 912 381 531 527 507 279 113 85 327 54 61 779 742 721 487 446 408 234 63
is_linear=0
shrinkage=0.00622623


Tree=121
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 2 0 0 2 0 0 1 0 0 1 2 2 2 1 2 1 2 2 1 0 0 2 2 0
split_gain=25.1497 10.8426 14.484 11.491 8.59944 7.46397 6.29165 6.078 8.51196 5.44872 5.05384 4.68459 7.59476 5.99246 5.67183 4.67892 4.38132 5.11142 3.98524 3.75689 10.8242 5.5522 5.00597 4.52564 3.54735 4.02447 8.32356 3.51657 8.09342 5.04334
threshold=0.57537199485000012 0.42569084760000003 0.37078231190000005 0.47883296910000012 41.872294782850005 43.680097826700013 44.952171034750002 0.4778150355000001 0.47769527860000011 47.927946529500012 0.50339810185000011 0.51191581090000016 0.37473428940000003 0.52366695610000014 0.53544804050000006 0.36533337325000009 42.719328117250008 42.434124620650003 41.741384785950011 0.34575312120000007 41.289992964000007 0.34545372890000009 42.824128352900011 41.919251152600005 0.34587287805000005 0.47961138885000004 0.48244064550000004 36.257608591500009 38.748048509250005 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 18 11 -1 8 9 16 15 12 -4 27 -15 19 17 -6 -3 20 -5 22 23 -22 -21 -26 -27 -13 -29 -30
right_child=-2 2 5 10 7 -7 -8 -9 -10 -11 -12 13 -14 14 -16 -17 -18 -19 -20 24 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.0044911471820476452 -0.003921198452532729 0.00094589369242199231 -2.0897721873670425e-05 0.0033274665346614486 -0.0037344160904324831 -0.0025740966599634529 5.298454675619754e-05 -0.0070270720208638971 0.0072243483084204916 0.0041822550188142151 0.0046955578314026502 0.004997460110484353 -0.0081025020300982444 -0.0020256234697888465 0.00043932381043426753 -0.0014505068140453095 -0.0041451103612060039 0.0030640675007430423 0.0055090727355475997 0.0046897581116537943 0.0011458743957241471 -0.003477006201938302 0.0032265100157388136 -0.0041606955463996181 0.0055628287021132067 -0.0036567122781230406 0.0025065488312888472 -0.003062176966938523 0.0008118915712122172 0.0054823316112056781
leaf_weight=15.140013076364996 31.205713957548141 56.982338681817055 8.7311037257313711 36.025848254561424 5.0325269773602539 26.928857183083892 14.831216949969528 4.5926541835069647 2.868049979209899 3.4145922958850852 18.976394049823284 8.3113171309232694 4.2515729684382668 28.700671765953302 114.61971302330494 9.1537243127822858 15.748519960790871 5.9158472418785095 5.1296804100275031 20.54964704811573 9.5555152073502594 10.762212604284285 11.479140177369116 6.738462731242179 8.3417665213346464 5.9926325008273116 53.396374776959419 7.6429344266653088 13.211619656533005 9.9793109819293004
leaf_count=354 933 238 42 103 49 418 81 40 5 9 55 20 50 257 536 39 203 28 13 69 32 54 33 35 22 28 180 36 49 23
internal_value=0.00040776 0.00065654 0.0008259 0.00155468 0.000190002 -0.000126641 -0.00224249 -0.00168259 -0.000938335 -0.00171581 0.00226702 0.000210569 -0.00266747 0.000415345 -5.4295e-05 0.00199907 -0.00247019 -6.09218e-05 0.00132276 0.00219298 0.00137343 -0.00045335 0.000718331 -0.00104869 0.00288517 0.00233765 0.00188465 0.00213482 0.00136319 0.00282163
internal_weight=574.21 543.004 513.033 290.656 99.6842 222.377 29.9712 37.5722 32.9795 30.1115 190.972 195.448 12.9827 182.466 143.32 171.995 26.6969 10.9484 62.112 162.842 74.5612 38.5353 27.7731 16.294 88.2804 67.7308 59.389 39.1452 30.8339 23.1909
internal_count=4034 3101 2666 1235 585 1431 435 334 294 289 650 1013 92 921 793 595 280 77 251 556 257 154 100 67 299 230 208 128 108 72
is_linear=0
shrinkage=0.0049587


Tree=122
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 1 1 0 0 0 0 1 1 2 1 1 2 2 0 0 2 1 1 1 1 0 2 2
split_gain=28.1454 13.6947 20.3683 12.0925 6.60397 5.16669 5.44206 4.74201 7.61001 10.1902 5.37076 4.56277 4.33656 6.62288 4.47647 4.31609 13.0946 5.83934 6.21652 6.16313 5.56301 5.4337 5.33638 4.29821 8.76983 6.13967 6.31338 4.70982 4.26166 5.23111
threshold=0.57619532350000013 0.39091643965000006 0.47736594710000008 0.53475943835000017 43.89540535710001 38.244973486750006 0.40667944075000007 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.50339810185000011 0.51505942935000004 0.54499865270000014 0.43590012275000006 0.41911918805000009 38.625745710700009 0.35651627195000007 0.34575312120000007 42.779078631750004 41.289992964000007 0.47943175355000006 0.4778150355000001 43.384297312450009 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.47700667645000011 44.952171034750002 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 -3 5 6 -5 10 9 -9 15 -11 -7 14 -14 -4 17 19 -19 20 -17 -21 -20 24 25 26 28 -25 29 -1
right_child=-2 3 7 4 -6 12 -8 8 -10 11 -12 -13 13 -15 -16 16 -18 18 22 21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0038047167053622275 -0.0043402666056908757 -0.0032695519002559304 0.0039389981276742245 0.0022830483523195947 -0.0039436373352580278 0.0023388740700794096 -0.0034773867826685899 0.0020019988849370204 0.0018790357790574575 -0.0082126543396108965 0.0049432260962866967 -0.0011873491633992924 -0.0076672378482570327 0.0012858933251319636 -0.0011958342564719051 -0.00017023408452595252 -0.004132414131446758 0.0038972927146707754 -0.0042092492222001957 0.0040578119607267409 0.0037910374103619841 -0.00068621675491960037 0.0030873144162567069 -0.0036277456089612733 0.0028417380302220739 -0.0056398901722301536 0.0030847057602774292 0.00046976439920163969 -7.0041664261996891e-05 -0.0062583200607628335
leaf_weight=1.6852611303329492 31.000168574973941 33.92606283351779 28.743531033396721 6.2484898194670704 9.5896151904016715 40.345507092773914 15.097417011857031 9.2658982053399104 46.907732732594013 6.3858689293265325 19.201345853507519 4.0846874639391899 3.5562254413962391 42.105400905013084 15.156104832887648 13.433275669813154 9.5796392783522588 59.871352985501289 5.1416603997349721 7.6639192551374427 33.074971497058868 43.059893142431974 5.6899949237704277 22.91872370056808 20.017904343083501 7.3641291558742514 9.88078550621867 11.279419936239718 14.661797367036341 8.0000471472740156
leaf_count=17 920 465 80 21 153 124 131 30 157 51 55 20 29 177 83 48 54 201 29 22 91 186 17 334 72 96 46 53 77 195
internal_value=0.000473139 0.000742514 0.00127649 -0.000505102 0.000204874 0.000529606 -0.00179116 0.00195773 0.000741201 -0.0019631 0.00231732 -0.005472 0.0010193 0.000143913 -0.00242571 0.00207287 0.0017707 0.00210744 0.00324258 0.001282 0.00264688 3.0564e-05 -0.000376279 -0.0008005 1.86695e-05 -0.00134005 -0.00041494 -0.00227628 -0.0018352 -0.00450733
internal_weight=584.937 553.937 387.912 166.025 132.099 122.509 21.3459 292.104 66.6442 19.7365 225.46 10.4706 101.163 60.8177 18.7123 206.258 177.515 167.935 70.703 97.2321 46.5082 50.7238 10.8317 95.8081 61.6099 41.592 34.2279 34.1981 24.3471 9.68531
internal_count=4034 3114 1931 1183 718 565 152 1041 258 101 783 71 413 289 112 728 648 594 247 347 139 208 46 890 503 431 335 387 289 212
is_linear=0
shrinkage=0.00519105


Tree=123
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 0 2 0 1 1 2 0 0 2 0 0 0 1 2 1 1 1 1 0 2 0 0 1 2 2
split_gain=20.6053 9.06808 10.768 8.57058 7.12363 7.02953 5.68807 6.66923 5.47046 8.8277 4.94524 4.35474 4.41274 10.1486 5.05373 4.39453 4.26757 6.64731 5.99152 6.53329 4.18368 5.7216 4.13223 6.93648 3.91734 3.54969 4.64734 4.89564 4.24831 3.73048
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.39091643965000006 42.67709657435001 0.53544804050000006 42.198888176300009 0.49094338495000006 0.40509266190000009 0.41615520495000008 38.244973486750006 0.55769288345000012 0.47769527860000011 47.927946529500012 0.4778150355000001 0.47883296910000012 0.47396784530000008 0.34398670700000006 35.171584490050009 0.32388251845000005 0.3975479776000001 0.39382054430000007 0.37078231190000005 0.54228915300000013 42.434124620650003 0.54136103710000005 0.56643513670000012 0.43837010870000009 40.844669808050007 42.141702038450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 20 16 24 -7 -10 -11 12 13 -3 -14 -16 17 18 -4 -20 21 -5 -17 -24 -8 -12 28 -28 -27 -30
right_child=-2 11 3 5 -6 8 7 -9 9 10 25 -13 14 -15 15 22 -18 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0055295405608080314 -0.0041056593966384636 -0.0041409391111739881 0.0048011852174723963 -0.0060396532409548167 0.0051324200987952501 0.0034759354050482765 -0.0072555157743436609 0.00335711784181286 -0.0065697885481079453 -0.0025310571207294292 0.0039633465908795167 -0.0046414860000159449 0.0076473408357462629 0.0014484798261934562 -0.0071197238464544826 0.0016079057057912485 0.001891015825413197 -0.0068729660233536978 0.002840353360786362 -0.0038042403634623752 -0.006199399188632466 0.00096324015116858858 -0.0025188363907467735 0.0027990970249356663 -0.0012943882950612151 -0.0021766193781216181 0.0058291417896104199 0.00059639197048134333 0.0024037295747395861 -0.0024364604645066954
leaf_weight=6.8305889610201111 26.507680885493755 22.007407294586301 6.9383023530244889 4.6393484435975578 15.044332727789877 14.968746550381182 4.6349814534187344 5.8246796429157248 5.2035663500428191 12.922028344124554 9.5552220195531827 7.0990561805665484 2.5163275003433219 15.000826343894003 2.2479671090841284 34.091663345694542 213.93499787524343 3.6683065705001345 7.0401469618082073 9.6110606417059881 6.642320303246378 10.354606509208677 23.499906752258539 9.4415145404636842 8.7272815033793432 20.450341790914536 7.8672902286052731 13.060545608401297 16.537729926407341 5.9445102065801612
leaf_count=253 920 327 21 77 58 41 40 19 38 119 24 129 4 54 20 123 750 55 22 66 103 57 329 55 56 115 20 55 55 29
internal_value=0.000402404 0.000629455 0.000995 0.00110543 0.00162633 -1.41349e-05 0.00142375 -0.00132233 0.00053904 5.88013e-05 0.000458306 -0.000664885 -0.000405431 -0.00187534 0.000352238 8.7276e-05 0.00164221 -0.000310603 0.000709883 -0.0009949 -0.00273728 -0.00120356 0.000328964 -0.000994635 -0.00336213 0.00098447 0.00053875 0.00256351 -0.000448236 0.00112394
internal_weight=552.813 526.306 410.401 403.57 275.424 128.146 260.38 19.1869 106.51 91.5412 86.3377 115.905 108.806 37.0082 71.7974 69.2811 241.193 27.2578 23.5895 16.6512 21.6363 14.994 67.0331 32.9414 13.3623 73.4156 63.8604 20.9278 42.9326 22.4822
internal_count=4034 3114 2073 1820 1087 733 1029 115 496 455 417 1041 912 381 531 527 914 164 109 88 237 134 507 384 96 298 274 75 199 84
is_linear=0
shrinkage=0.0052403


Tree=124
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 2 0 0 2 0 0 1 1 0 1 0 2 0 0 2 1 1 1 0 1 2 1 0 2 0
split_gain=10.868 4.6722 6.49565 5.30684 5.76205 5.44215 4.36727 7.05427 6.13337 3.71857 3.76627 3.81885 3.44554 4.09686 6.77861 9.15762 4.28521 3.9256 5.21979 3.47753 3.28969 3.31579 3.30472 3.16641 4.24329 3.06575 5.20597 2.91526 2.85362 6.91123
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 0.50706565670000014 0.37668033890000002 42.67709657435001 0.48537468940000006 0.48351845755000006 41.975471476700008 0.55769288345000012 0.54228915300000013 0.40301188585000008 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.244973486750006 0.52432561900000019 0.53544804050000006 37.828051409500013 0.34674111555000003 0.35651627195000007 0.34608245260000009 0.53866650695000018 0.41714319930000004 41.385032804600009 0.39591628995000006 0.56859076075000015 47.927946529500012 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 20 10 11 28 -6 -14 -15 -16 19 -18 25 27 22 -22 -4 -20 -25 26 -19 -17 29 -3
right_child=-2 9 3 4 12 -7 -8 -9 -10 -11 -12 -13 13 14 15 16 17 18 23 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.019335885151065421 -0.015628984077650985 -0.012964183841043626 0.0042137042719927213 -0.015619195907490327 0.011916684001838684 0.016903055901580689 0.0077644788683142807 -0.019216546229617146 -0.0088503770709783235 -0.015257561976096819 0.010513428598219077 -0.022128442856205528 -0.017772912496174673 0.016988014784572188 -0.03477726121366962 -0.0014657310214262181 0.012365989560998382 0.0081210485701367508 0.012914363490729081 -0.024700646698409406 0.00075045574099317537 -0.02651631550559929 0.016910959751255891 -0.012583114192698175 0.0027526203771058373 -0.023092006841727797 -0.021610828712807374 -0.02134556105924864 0.0046121550216198931 0.00035213468060846476
leaf_weight=4.7031113719567648 13.274705860763786 18.667232796549797 92.003317072987556 7.5668195486068717 9.4135721027851087 11.895383283495901 67.245215861126781 5.2526725530624381 13.826619025319813 6.8634630339220157 8.8152768854051811 3.2190331788733593 4.2135257311165324 8.4816596657037717 2.5935608334839335 23.278677586466081 11.717249076813458 5.1248562596738321 9.2357735186815244 3.0308203399181357 4.8748428970575324 2.2597186360508204 7.6896194368600836 6.8586165495216838 69.963497256860137 4.2276164516806594 3.3858729638159275 2.8684362098574629 20.349303185939789 48.681758400052786
leaf_count=253 757 327 346 52 27 58 268 30 112 177 52 132 27 20 18 163 36 30 25 47 30 46 27 37 342 64 58 75 79 319
internal_value=0.000982293 0.00143387 0.00239567 0.00266676 0.000256194 0.00468836 0.00393611 0.00189143 0.00281036 -0.00201022 -0.00109856 -0.00222445 0.000986917 0.000323037 0.000828771 -0.000134488 0.000508702 0.0021832 0.000975522 -0.00583358 0.0043196 -0.00788571 0.00519308 0.00262096 0.00138346 -0.0101408 -0.00370736 -0.00364662 -0.00149386 -0.00333877
internal_weight=501.582 488.307 381.711 377.008 171.961 205.047 193.152 125.907 120.654 106.596 99.7326 90.9173 164.394 154.98 150.767 142.285 139.691 110.513 98.7962 29.1779 106.827 7.13456 99.6929 86.0579 76.8221 12.7383 8.51073 26.1471 87.6983 67.349
internal_count=4034 3277 2191 1938 1021 917 859 591 561 1086 909 857 969 942 915 895 877 592 556 285 449 76 373 404 379 152 88 238 725 646
is_linear=0
shrinkage=0.0186065


Tree=125
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 0 0 2 2 0 0 0 0 0 1 2 1 1 2 1 0 2 0 0 2 1 2 2 2
split_gain=20.6212 8.87166 12.0483 9.48103 6.90579 6.06777 5.55116 6.77679 5.30274 5.09061 4.72085 4.17936 7.69201 4.96097 4.79272 3.66557 3.8569 9.02585 8.73154 5.13312 4.46708 5.70084 4.08934 3.66455 9.5747 5.6072 5.28866 3.4172 3.30092 7.68121
threshold=0.57619532350000013 0.42569084760000003 0.37078231190000005 0.47883296910000012 43.680097826700013 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 44.952171034750002 0.50339810185000011 0.51191581090000016 0.5054040298000001 0.52366695610000014 0.53544804050000006 0.36533337325000009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 0.47961138885000004 41.919251152600005 0.45798030000000006 0.47396784530000008 42.719328117250008 0.34542378970000004 41.741384785950011 36.257608591500009 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 11 27 7 8 23 -1 15 12 -4 28 -15 16 -5 18 19 22 -19 -22 -18 -7 -25 26 -26 -3 -13 -30
right_child=-2 2 4 10 -6 6 -8 -9 -10 -11 -12 13 -14 14 -16 -17 17 20 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0047142347834604427 -0.0041597505369486741 0.00082736921197147325 0.00079502252125000046 0.0030841358591613892 -0.0026709841845487217 -0.0060819455693260534 -0.0072906912601262931 0.0071747758892971216 0.0045863772932474012 -0.00016118574154199745 0.0048420656294583687 0.0051450865792450583 -0.0074894151324602495 -0.0020128857803388155 0.00045020421947863113 -0.001291469712026377 0.00098972597460262983 0.0048469841142854088 -0.005659591541825792 0.0034358291829777172 0.0057817562645151224 0.00032804908062236682 -0.0044293112962734424 0.0066886063682327626 -0.0041874346733404445 -0.0063183386688933198 0.0046055721248499859 0.0054559279161175128 -0.0032881493062740679 0.0028619835400410451
leaf_weight=12.903094219975175 26.436091002076864 56.139622583985329 7.4849402084946615 69.628080688416958 26.373678512871265 5.8814075887203314 4.1983376145362845 2.7340882718563071 3.4504095613956443 14.838002547621725 17.773786425590515 8.0193925797939283 5.4386179838329554 27.548958275467157 114.40482891723514 9.1679997220635396 9.7752047181129509 19.401725552976131 7.6399990916252127 11.582436956465243 7.0071112066507366 23.296740829944611 6.5269119888544074 3.4524238556623486 3.9396702051162702 7.5926377363502979 3.7545222640037537 4.871948577463626 7.6148533560335663 22.785540360957384
leaf_count=354 920 238 42 227 422 104 40 5 9 81 55 20 50 257 545 39 34 72 45 33 21 89 35 22 35 104 15 13 36 72
internal_value=0.000408872 0.000638823 0.000801524 0.00153514 -0.000126275 0.000187523 -0.00157196 -0.000792575 -0.00156859 -0.00227893 0.00224687 0.000220928 -0.00269132 0.000429587 -2.78074e-05 0.00196566 0.00215849 0.00140228 -0.000638402 0.000737337 0.00286076 0.0015891 -0.00117991 -0.00243116 -0.00128534 -0.0030862 0.000103274 0.00119697 0.00211957 0.00132147
internal_weight=551.663 525.227 497.486 277.815 219.671 96.0151 35.0035 30.8052 28.0711 27.7411 181.8 193.297 12.9236 180.374 141.954 164.026 154.858 85.2301 35.5246 27.8846 49.7056 30.3039 16.3021 24.6207 18.7393 15.2868 7.69419 61.0116 38.4198 30.4004
internal_count=4034 3114 2679 1235 1444 585 334 294 289 435 650 1022 92 930 802 595 556 329 147 102 182 110 69 280 176 154 50 251 128 108
is_linear=0
shrinkage=0.0053014


Tree=126
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 0 0 2 0 2 2 0 2 0 2 2 2 1 0 1 1 2 2 0 0 1 2 2
split_gain=19.5353 7.93147 11.9372 6.59725 7.68962 5.80735 6.17226 4.84897 6.818 7.58733 5.2839 4.57549 4.43554 5.18691 4.78695 4.30694 4.22546 4.38308 3.61438 3.47658 4.14094 3.35928 5.2442 3.17743 3.95915 2.99237 3.42435 6.07124 2.82226 4.72489
threshold=0.5718990449500001 43.680097826700013 0.42018203045000008 0.39091643965000006 0.53475943835000017 0.47883296910000012 41.872294782850005 0.50889194935000015 0.48386275860000011 44.169240047700008 0.53158588065000012 43.426640904350009 41.827117825850003 0.57152480465000022 42.094663496250007 0.54386096225000014 42.719328117250008 42.434124620650003 41.178189531300006 0.44805544745000009 0.54562737640000014 0.3975479776000001 0.39382054430000007 41.741384785950011 38.400997490450003 0.54646567465000018 0.55677973715000018 0.42290649980000011 40.00488309970001 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 21 6 23 8 9 -3 -9 16 13 18 -14 -12 17 -8 25 20 -16 22 -5 24 -4 -6 27 -27 -2 -30
right_child=28 7 3 4 12 -7 11 10 -10 -11 15 -13 14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0062393306944328484 -0.0064010001932808258 -0.0091019844791742025 0.0029398081162974091 -0.0067682148826406418 0.0013133581094448999 0.0021251639592149607 -0.0051776453373885006 -0.0073914007953357454 0.0041805151158776687 -0.00027423682200745057 0.0015421516424347821 0.004465926690896363 0.0061333227301705534 0.0058771757290864025 0.0023806356184518495 -0.004776303487731318 -0.0070915196791824934 0.0020184181338270364 -0.0043546988424177794 0.0046445078669285662 -0.0039257764473868105 -0.006747997346582638 0.00068118775535472038 0.0059236548179438303 -0.00028362640054466144 0.00016883201369007539 -5.2884408837248368e-05 -0.0092204011620318875 -0.00050963985724115782 -0.0062600556699646199
leaf_weight=7.73574618063867 11.109715677797793 3.8596461601555374 20.70597549341619 4.8011707849800613 31.503590896725655 224.51474061608315 5.4930870626121813 7.5993620511144426 10.311028771102427 28.088555600494146 8.1904560886323434 2.9319378063082686 9.2886601164937037 4.8232612758874884 7.8023973479866999 6.9510078206658354 7.0197158753871909 6.3723042905330658 7.4026741534471503 6.479030728340148 6.7842703610658646 6.41448108293116 10.489684820175169 4.693060301244258 37.030670758336782 5.1733179911971074 25.239841047674417 4.4778418391942978 12.94021691940725 8.0956882778555137
leaf_count=298 393 52 90 80 116 822 60 194 58 201 49 17 21 14 25 130 104 40 43 20 42 114 65 13 162 36 142 49 239 345
internal_value=0.000470344 0.000750534 0.00103063 0.00115861 4.67243e-05 0.0016292 0.000307464 -0.00117642 6.43779e-06 -0.00134071 -0.00337451 -0.00239565 0.000685853 -5.42179e-05 0.0026027 -0.00135847 -0.00346091 -0.001313 -0.000441883 0.00104592 -0.000552481 -0.00316212 -0.00165785 0.00125211 0.000872387 -5.62356e-06 -0.00119655 -0.00418748 -0.00399394 -0.00272269
internal_weight=544.323 512.178 447.177 439.442 130.68 308.761 84.2468 65.0001 42.2592 31.9482 22.7408 21.817 108.975 78.6205 30.3544 15.1415 18.8851 11.8654 73.7973 21.0657 14.5867 21.7053 15.2909 62.4297 57.7366 66.3946 34.891 9.65116 32.1456 21.0359
internal_count=4034 3057 2373 2075 767 1308 486 684 311 253 373 221 508 400 108 179 204 100 386 87 67 259 145 265 252 343 227 85 977 584
is_linear=0
shrinkage=0.00590365


Tree=127
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 1 1 1 1 1 2 1 2 2 2 2 2 1 0 1 1 0 1 1 2 2 0 0 2
split_gain=10.5627 4.80899 6.95119 4.42344 3.01468 2.89513 2.49749 4.44815 4.64053 3.30072 3.25591 2.98138 2.60115 2.50266 2.41134 3.4511 2.32325 2.16876 5.07609 8.91782 6.0211 5.01505 5.46254 7.47927 9.76503 5.83424 3.25255 2.74561 5.84489 5.02102
threshold=0.59897907245000015 0.52366695610000014 0.47721625100000004 0.52770875125000016 50.205949521800008 32.724174661450007 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.31135295350000008 39.577821550850011 0.3055746834000001 38.064633603500006 39.952536079750011 42.719328117250008 35.171584490050009 37.828051409500013 0.35651627195000007 0.5223196910500002 0.34988473400000003 0.38906020780000011 0.50339810185000011 0.37286308795000006 0.37668033890000002 43.426640904350009 39.051326806600009 0.47883296910000012 0.4778150355000001 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 14 5 -5 7 8 9 10 12 -8 -1 -9 -3 -16 -10 -4 20 21 27 22 25 -24 -25 -20 -23 28 -19 -30
right_child=-2 3 17 4 -6 -7 11 13 16 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 26 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.021691074592996205 -0.021262770306125743 -0.024087330328283807 0.0093433055379035547 -0.028029695819294164 -0.022502117939745662 0.00032653154707487869 -0.027117797714301825 0.016568107954690423 0.0028755040197830056 0.010059340754551527 -0.028370212287345587 -0.0050884366455342016 0.00082419807046336339 0.00084931353882511027 0.0028620218518650713 -0.024542216577002039 -0.027672025422421986 0.0079311149457167718 -0.023953666458892749 0.016496672937221405 0.018685838816990409 -0.00098513845940897829 0.01600407925267314 -0.027001612748985621 0.0051622911018877346 0.0082796422333947378 -0.033738160372478392 0.0059557284410460308 0.0026751914740725962 -0.022339950598761538
leaf_weight=2.5457534864544966 8.9150339197367412 5.0052134338766328 36.278199832886457 1.5623655430972565 2.5959136579185715 144.50404219701886 2.9674601042643216 8.8285683579742926 1.3920918758958567 8.7987341824918968 2.2899173041805616 23.701847836375237 16.345288436859846 8.5679678469896299 6.0125309564173204 2.9360225591808558 4.6017716787755489 14.519931450486185 8.3034265860915166 9.7662260234355909 14.130224943161009 1.9290900342166413 10.607832841575147 6.1899124719202545 11.732419200241564 3.3966120630502692 4.0010908441618085 111.97094656899571 6.3592059239745122 7.5151320286095142
leaf_count=125 649 61 128 36 104 1039 72 33 34 46 63 307 101 39 57 115 62 58 52 35 53 9 40 51 47 14 81 444 22 57
internal_value=0.00108722 0.00149439 0.00294338 -0.00141703 -0.000370108 2.32257e-05 -0.00236219 0.000224992 -0.0039346 -0.000607223 -0.0050382 -0.00753962 -0.00220996 0.00882644 -0.0125709 -0.00612932 -0.0205773 0.00466472 0.0038581 -0.00149048 0.00579426 -0.00529605 -0.00267405 0.0022151 -0.00594629 -0.0145961 -0.0230836 0.0044965 -0.00125787 -0.0108744
internal_weight=498.271 489.356 326.74 162.616 148.662 146.066 80.0394 53.3701 35.9736 29.9797 21.181 26.6693 18.891 17.3965 13.9538 8.94855 5.99386 246.7 210.422 55.9266 154.495 46.1604 40.2302 28.5302 17.9223 11.7 5.93018 140.365 28.3943 13.8743
internal_count=4034 3385 1973 1412 1179 1075 882 503 431 335 289 379 226 72 233 172 96 1091 963 329 634 294 204 138 98 66 90 581 137 79
is_linear=0
shrinkage=0.0207191


Tree=128
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 2 1 0 2 0 2 2 2 0 0 0 2 2 0 2 2 1 2 1 2 2 0 2 1
split_gain=9.44249 4.13713 5.72228 4.74015 6.11341 4.69137 5.58558 4.41484 3.76966 3.71193 3.5048 3.0002 2.97811 4.37485 2.74838 3.91112 3.35957 2.53816 3.65457 5.15698 4.31741 3.66727 4.3951 3.28487 3.16068 4.17977 3.01616 2.69769 2.66962 2.38234
threshold=0.59897907245000015 42.779078631750004 0.42018203045000008 0.35862698720000002 0.49336846205000007 42.67709657435001 42.283941020600004 0.36359689830000008 0.5681267027500001 42.434124620650003 0.48119816770000007 42.522337019050006 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 0.47997065955000012 42.599563320500003 41.975471476700008 0.57944372925000021 41.218101594450012 40.80591513400001 0.39542229275000007 41.827117825850003 0.44805544745000009 42.094663496250007 40.890797847750008 0.52453519355000011 41.646178195200001 0.34674111555000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 29 -5 12 -8 -7 -11 14 -14 15 16 -3 18 19 20 21 22 -9 28 25 -20 -23 -27 -22 -4
right_child=-2 8 3 7 -6 10 9 17 -10 11 -12 -13 13 -15 -16 -17 -18 -19 24 -21 23 26 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.017996756091038145 -0.017785618744141085 -0.022013395473139939 0.0041580926536878594 -0.016338381641439078 0.016466347393764343 -0.00080731940647035501 -0.024259503956927501 0.0037256925767531987 -0.018712614381753305 0.0077530893474162723 0.018213631083298071 -0.013403855085110715 0.01724022147384013 -0.001114757241839233 0.0030444474887865655 -0.030422900267090217 0.0099143595671639835 -0.012458143623662283 0.015540180612427582 -0.018788057542635829 -0.0078866415853404547 0.017671606633215462 -0.0026221690981926473 0.003395873003129156 0.020595051175250494 0.011617416431423958 0.0027146838899293818 -0.0060431987258434908 -0.026849101044612016 -0.0046435151855056811
leaf_weight=4.2803440452553323 8.085621730424462 1.8286018148064593 124.62140197306871 4.6425406634807578 11.671528868377207 4.0648972056806061 3.4263057969510546 68.365853389725089 3.9045552536845198 4.1005669236183149 10.418762475252151 3.9935406446456909 4.1145603097975245 82.731327754445374 3.3198632271960378 3.1892688870429993 2.1816835254430771 4.2646260764449826 6.7539625242352548 4.2153991274535647 8.8601675778627413 7.3241849020123508 63.506348954513669 5.6684042811393729 4.4615960866212836 3.5805707350373259 9.1586727648973447 9.6391631588339788 2.9997810944914809 10.029632503166793
leaf_count=255 649 36 502 49 51 20 29 279 171 23 54 31 14 825 22 24 6 35 21 137 63 20 456 31 21 13 41 63 27 66
internal_value=0.000833686 0.00114647 0.00197794 0.00220547 0.00432566 0.00344364 0.00250909 0.000409552 -0.00197391 -0.00910187 0.0128753 -0.00268551 -0.00130265 -0.00024514 -0.0100332 -0.0160636 -0.00464399 0.000800666 0.00109133 0.000188775 0.000671011 0.00163445 0.000668721 -0.00748326 0.00737418 0.00442098 0.00936082 -0.00125981 -0.0126829 0.0035025
internal_weight=489.404 481.318 380.048 375.768 172.327 160.655 146.171 203.441 101.27 11.5204 14.4837 8.09411 97.3653 86.8459 10.5194 7.19955 4.01029 198.799 194.534 170.099 165.883 148.355 131.872 17.5284 24.4353 19.9737 16.4829 13.2197 11.8599 134.651
internal_count=4034 3385 2287 2032 776 725 651 1256 1098 83 74 54 927 839 88 66 42 1207 1172 1054 917 796 735 121 118 97 61 76 90 568
is_linear=0
shrinkage=0.0173738


Tree=129
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 2 0 0 1 1 2 1 0 1 2 0 0 2 0 2 2 2 0 2 0 2 0 1 2 0
split_gain=21.4956 10.7384 10.9612 9.60827 6.37632 6.10964 6.38494 5.70737 5.71258 8.28416 5.96367 4.78349 4.53026 7.18784 7.84502 4.07384 5.0113 10.4099 5.0827 4.42338 6.3103 5.23344 4.60362 3.62507 3.55655 3.48456 3.47535 4.70838 4.2414 3.54494
threshold=0.57619532350000013 42.719328117250008 0.42018203045000008 0.39072183470000005 42.67709657435001 42.198888176300009 0.49094338495000006 0.53544804050000006 0.40509266190000009 0.41615520495000008 38.244973486750006 0.3975479776000001 0.47396784530000008 0.32388251845000005 39.110279783550006 0.55769288345000012 0.47769527860000011 47.927946529500012 0.4778150355000001 44.262924377150007 47.709122305950011 49.122847560300009 0.55538756325000016 42.434124620650003 0.47515044460000005 48.96897326980001 0.54228915300000013 0.39091643965000006 43.631818398850008 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 23 11 -9 -10 -11 -5 13 -4 -15 16 17 -3 -18 26 -21 -22 -23 -7 -14 -19 27 29 -29 -20
right_child=-2 15 3 7 -6 6 -8 8 9 10 -12 -13 24 14 -16 -17 18 25 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0047633526581743737 -0.0035514078655831229 -0.0036557453071174068 0.0033147021251792685 -0.00074973988762515125 0.0043645256319279745 -0.0060192017481058161 0.0028900020890039041 0.0030728217491960133 -0.0054574718614394859 -0.0024176641449943849 0.0009079335659560523 -0.0052850164395065137 0.0052154289346742141 0.00010142354229932985 -0.006367899543117444 -0.00388120477113626 0.0065911158074092487 0.0032697062211700062 0.00031391791568184831 -0.0046795851912970849 0.0027691271614392436 -0.0057885675637597001 0.0047037675780834806 -0.0010887689436242767 0.0016807611267368717 -0.0010565849815344882 0.004450131655745434 -0.0068066822468708151 -2.2372746012849537e-05 0.0035714350999068792
leaf_weight=6.721523097716271 26.578744232654572 22.581905331462622 8.3398204073309916 18.957176443189386 15.235963873565195 4.6419266685843494 5.7430056408047667 15.108062274754046 5.1905087381601325 12.904114689677952 73.466096222400665 6.3093843571841708 5.9623194336891165 13.599926622584464 5.3034162856638423 7.1861528530716887 2.5299288034439078 7.8313255012035352 29.381004743278027 8.4316923655569571 7.4042679294943792 3.6042511127889156 1.1143803298473356 8.7709851413965207 205.74218448996544 7.3428112417459488 4.8032713010907164 3.163796102628111 4.6073744129389524 8.8478494584560377
leaf_count=253 920 327 24 148 58 40 19 41 38 119 298 103 14 77 63 129 4 20 116 167 28 80 5 56 722 34 13 40 48 30
internal_value=0.000408058 0.000606311 0.000950937 0.00104571 0.00152834 0.00136092 -0.00109068 4.5808e-05 0.000502507 7.83902e-05 0.000411074 -0.00188226 0.00155746 -0.000174291 -0.00171357 -0.000588546 -0.000376609 -0.00171379 0.000306679 8.38698e-05 -0.00168211 0.000402684 -0.00331063 -0.00279509 0.00178031 0.0011762 0.000798371 0.000417059 -0.0027844 0.00106785
internal_weight=557.405 530.826 411.996 405.275 273.34 258.104 19.1559 131.935 106.669 91.5607 86.3702 25.2666 238.948 27.2432 18.9033 118.83 111.644 37.756 73.8878 71.3579 20.5546 12.1229 4.71863 13.4129 211.705 15.1741 50.8033 46 7.77117 38.2289
internal_count=4034 3114 2073 1820 1073 1015 115 747 496 455 417 251 900 164 140 1041 912 381 531 527 280 113 85 96 736 54 247 234 88 146
is_linear=0
shrinkage=0.00451168


Tree=130
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 1 1 0 2 0 0 2 0 1 2 1 1 2 1 0 0 2 2 0 1 1 2 2 2
split_gain=8.8021 3.75217 7.06676 4.00221 3.77584 3.3645 5.81236 3.35075 3.0018 4.24931 4.20237 5.91076 2.96385 5.31287 5.29958 2.81778 8.23945 6.63464 4.06241 3.56576 4.69561 5.32027 2.94524 2.83625 2.78726 5.29892 2.28758 2.87108 4.24352 2.22866
threshold=0.59897907245000015 0.37078231190000005 0.47883296910000012 43.680097826700013 0.36945001650000003 0.51191581090000016 0.37473428940000003 0.36533337325000009 0.5231430197000001 38.244973486750006 0.52863686715000002 0.52925062125000011 36.257608591500009 0.5223196910500002 0.38370108680000009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 0.47961138885000004 0.49949103320000005 41.919251152600005 40.94178426300001 0.53749887730000012 0.40667944075000007 0.3055746834000001 32.051492741500006 35.171584490050009 36.124181380200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 5 7 6 -3 15 12 10 29 -12 -7 14 -14 23 17 18 22 -18 -21 -22 -17 -4 -13 -26 -1 -28 -29 -10
right_child=-2 3 4 -5 -6 8 -8 -9 9 -11 11 24 13 -15 -16 16 19 -19 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.020339392803028277 -0.019935001108153806 -0.0005290196533256188 0.006302923324010409 -0.0083388591904650852 0.018806192463707707 0.017286671320908688 -0.030470898430004442 -0.0073495494505264039 -0.0089763137296662021 0.0014162347374756692 0.026017359914904271 -0.028688829797930703 0.0095160481814703726 0.016840710831798202 -0.012456089200387011 0.0011010543862469478 0.016035715450505143 -0.02079628933785491 0.0096957523822242559 0.020350376166479407 -0.0044858871747788347 0.015905199230003018 -0.016207509605245304 0.016252100668011089 0.010442090178890032 -0.01093412225772732 -0.026292508088220947 0.014392711527842396 -0.0012464966225997143 -0.03628373125520501
leaf_weight=2.2797811115160576 7.5852012718096367 7.7691235765814763 46.264597747474909 23.184584861621261 7.6639145947992793 7.2603774480521706 3.6131337685510516 8.2016799524426443 2.0687470845878151 116.14632392860949 2.3126115798950222 2.0003673732280758 7.3769003897905412 7.4395789876580229 9.6225956454873067 9.0062217786908167 15.408372238278387 7.2939292043447486 10.390285782516001 5.8082619458436993 18.466297451406721 6.6093459874391547 6.3950994312763205 14.258615367114542 6.2675812542438534 14.893541486933826 1.628871059976517 7.0731055419892064 98.62426152639091 2.5238882601261139
leaf_count=125 649 42 184 494 30 20 50 39 14 695 7 25 22 21 51 34 72 45 34 21 81 26 35 49 19 225 72 40 783 30
internal_value=0.000910223 0.00124111 0.00278758 -0.000690328 0.00545738 0.000246454 -0.0100336 0.00476661 0.000904141 -0.000275465 -0.00681042 -0.00371441 0.00634505 0.0030945 -0.00292132 0.00547692 0.00305995 -0.00437283 0.000271768 0.00837223 0.00454883 0.00088872 -0.00608599 0.00864684 -0.00668305 -0.00460283 -0.00100661 -0.000595947 -0.000199945 -0.0239831
internal_weight=485.437 477.852 265.373 212.479 155.767 189.295 11.3823 148.103 177.913 146.213 30.0667 25.4741 31.6995 24.4391 16.9995 139.901 79.3778 33.0855 25.7916 46.2923 30.8839 25.0756 15.4013 60.5232 23.1615 21.1611 109.606 107.326 105.697 4.59264
internal_count=4034 3385 1670 1715 650 1221 92 620 1129 1015 320 276 114 94 73 581 348 148 103 200 128 107 69 233 269 244 1020 895 823 44
is_linear=0
shrinkage=0.0195037


Tree=131
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 1 1 1 0 0 0 2 2 0 2 2 2 2 2 2 0 2 2 0 1 2 0 1 2 0
split_gain=15.7011 6.74179 10.7923 5.54885 6.34896 5.80206 13.2138 4.72326 5.74305 4.59229 7.15471 4.4539 7.77104 4.40087 6.53572 4.40171 4.24495 4.18731 3.46478 3.59313 3.44773 3.40794 5.32701 3.8782 5.40382 3.50253 3.603 3.40916 3.40178 3.89351
threshold=0.5718990449500001 43.680097826700013 0.42018203045000008 47.709122305950011 49.122847560300009 0.35862698720000002 0.34674111555000003 0.39072183470000005 0.53544804050000006 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 0.47883296910000012 41.872294782850005 43.426640904350009 42.719328117250008 42.434124620650003 41.741384785950011 38.400997490450003 0.57152480465000022 41.827117825850003 42.094663496250007 0.54646567465000018 0.46280051495000007 41.178189531300006 0.56719858685000013 0.44805544745000009 43.89540535710001 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 13 -9 -6 -11 -12 -13 14 18 16 17 -16 19 -4 21 23 -23 -10 25 26 -25 -24 29 -7
right_child=-2 3 7 4 9 28 -8 8 20 10 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0082308273866193576 -0.0050483413944181895 -0.0042935703409507885 0.0038737468159636777 0.004039221589032649 -0.01361442086616131 -0.0083115549952647635 0.010710435230710934 -0.003135398242452357 0.0016969223741974942 0.012999133726286215 -0.01228677821304016 0.012530414943405207 -0.0085845314069340709 0.0025172478749486841 -0.0068163421894404091 0.0056209747097607623 -0.0093540759237590049 0.0023427059610524716 0.0081015335789866652 -0.00025728258188207904 0.007637502453375444 0.0079288162006492767 -0.0015398170844891192 -0.0038915531490705305 0.0045209625571620699 -0.011452460181062 0.0028434942502791401 0.0055375111873675401 -0.0090518735466646044 0.0051885653062655043
leaf_weight=7.2359808608889571 28.894908149726689 14.248326657339932 19.676296468824148 17.375941406935457 2.1985195577144614 2.5785639714449671 4.7677607312798491 26.069993760436773 33.275611273944378 1.7728790640830974 2.7519020810723305 1.8466229978948829 2.4929295089095831 212.80842186510563 5.5259817782789522 2.9815284088253966 7.1172679476439944 6.747301958501339 4.7791060432791701 36.745506964623928 4.5005886405706397 8.9406025633215922 13.389647264033558 22.648652784526355 6.5221221745014182 2.8975388482213011 6.1460580229759207 5.9980347752571097 12.065662600100039 2.6226071864366531
leaf_count=298 977 142 90 61 15 35 12 287 121 4 26 7 74 808 60 17 104 40 13 162 14 21 64 180 23 24 27 20 300 8
internal_value=0.000542753 0.000866685 0.00121696 -0.00148214 0.001098 -0.00350447 -0.000531729 0.00137715 0.000139772 -0.00352164 -0.00101844 -0.00452286 0.000400576 0.00192151 0.000404541 -0.00320383 -0.00456075 -0.00178111 0.00172359 0.00118335 0.000958259 0.000657107 0.00294705 -0.000250297 -0.00194586 -0.0032767 -0.002454 0.000649721 -0.00677838 -0.00150434
internal_weight=527.623 498.728 434.006 64.7217 28.4388 36.2829 19.0161 426.77 130.389 11.0629 8.86433 7.09145 4.33955 296.381 83.573 22.3721 19.3906 12.2733 61.2009 56.4218 104.319 99.8183 28.3283 71.49 38.2144 31.6922 28.7947 19.3877 17.2668 5.20117
internal_count=4034 3057 2373 684 187 497 154 2075 781 126 111 107 81 1294 486 221 204 100 265 252 494 480 105 375 254 231 207 84 343 43
is_linear=0
shrinkage=0.00780139


Tree=132
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 2 2 1 1 1 1 0 1 1 0 0 0 1 0 0 0 1 1 2 2 1 0 1 2 2
split_gain=8.28872 3.3299 5.24717 3.86194 5.04054 4.98241 5.51258 4.80525 4.32554 7.03349 4.06465 8.53916 6.34676 4.51744 3.72709 6.02706 3.65343 5.52217 4.69059 3.72781 3.30986 4.2194 7.67133 4.17254 3.68382 3.52821 3.34359 3.63562 4.88047 4.95543
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.50706565670000014 0.37977904855000005 33.96174662340001 38.400997490450003 0.38370108680000009 0.34311846950000008 0.32388251845000005 0.35374689380000007 0.50339810185000011 0.34584293880000011 0.34467530910000005 0.48637765340000011 0.48306936920000004 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.40509266190000009 0.41615520495000008 36.728658719300007 33.151194885250007 0.3975479776000001 0.54228915300000013 0.46280051495000007 40.80591513400001 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -6 9 -8 12 -12 13 -10 15 -15 -9 -18 -19 -20 25 -22 -23 24 -24 -21 -25 28 -28 -30
right_child=-2 -3 3 4 7 6 8 16 10 -11 11 -13 -14 14 -16 -17 17 18 19 20 21 22 23 26 -26 -27 27 -29 29 -31
leaf_value=-0.018949259104213165 -0.01469205103724734 -0.0017729184795476985 -0.0164155959249127 -0.012855321024118779 0.016244878015717001 0.010690459954701241 0.0053368383533676416 -0.016622724901854742 0.012587757631739884 -0.022808999350877643 -0.015809701910915228 0.011287277112151991 0.010767685475013564 0.00094760793015678422 0.012757539139479915 -0.016769115860124004 0.015623036766627268 -0.018473083535017577 0.013940805315650543 -0.0029337038978355383 0.010548451067209919 -0.022434793172814365 0.008944547721798075 0.011438893133615768 -0.02305714254747724 -0.021022829684635563 -0.0060432867396893915 0.015023749036647879 0.017899399927311353 0.00057012677851821529
leaf_weight=3.9718157351016989 11.285542779602109 99.794533105567098 3.9539930103346697 9.4100246727466565 6.6066472381353369 37.350436619482934 6.4264439195394498 4.1742910407483569 11.848860424011944 5.5594641715288162 9.7071236567571777 6.531730741262435 41.077538952231407 62.256261106580496 7.4413753002881995 7.1912053227424613 7.9399872943758956 4.5077097825705996 6.6150920689105979 18.90173329226673 14.106912449002264 4.9364267308264962 1.696778219193219 11.193662360310553 4.1893832888454199 4.4775358047336331 29.477151285856962 5.4314523525536051 6.9902435764670363 26.703376274555922
leaf_count=255 757 1058 35 62 17 143 25 27 37 56 85 27 196 267 27 39 20 28 21 154 41 40 25 31 76 83 243 21 20 118
internal_value=0.000825745 0.00119798 0.00199782 0.0022247 0.000172506 0.00394761 0.00435969 0.000948659 0.00286351 -0.00771814 0.00373189 -0.00491052 0.00481298 0.00205649 0.000433587 -0.000886938 0.000280921 0.00076038 -8.72213e-05 0.000527968 -0.000164647 0.00122693 -0.000224187 0.00105544 -0.0138322 -0.00639809 0.00215363 0.000638571 -0.000598274 0.00416534
internal_weight=481.755 470.469 370.675 366.703 167.358 199.344 195.39 157.948 158.04 11.9859 146.054 16.2389 129.815 88.7377 76.8888 69.4475 151.342 147.167 139.227 134.72 128.105 104.725 90.6185 85.682 5.88616 23.3793 79.7959 68.6022 63.1708 33.6936
internal_count=4034 3277 2219 1964 1027 937 902 965 759 81 678 112 566 370 333 306 948 921 901 873 852 615 574 534 101 237 433 402 381 138
is_linear=0
shrinkage=0.0183229


Tree=133
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 1 2 2 2 0 0 1 2 0 2 1 1 2 2 2 1 2 1 1 1 0 2 0
split_gain=23.3922 10.1959 13.6235 8.42846 11.0378 7.38244 7.81502 6.525 6.11486 6.3531 5.97949 4.4115 5.72719 7.19104 3.87851 4.32821 3.85902 3.85356 6.25397 3.7225 3.78603 6.18808 3.47247 3.45513 7.18518 3.22241 12.7157 5.64398 4.25327 3.82448
threshold=0.5718990449500001 43.832725745850006 0.42018203045000008 0.39091643965000006 0.53475943835000017 0.47883296910000012 41.942745071500006 0.40301188585000008 47.709122305950011 45.295823381400005 49.122847560300009 0.57152480465000022 0.54499865270000014 0.4349121284000001 40.636252116050009 0.54228915300000013 42.094663496250007 0.3975479776000001 0.39382054430000007 43.426640904350009 42.719328117250008 42.434124620650003 0.41988263825000011 39.952536079750011 0.41236789315000005 0.34674111555000003 0.35862698720000002 0.53866650695000018 44.169240047700008 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 17 6 -4 8 9 25 -10 12 14 16 15 -6 23 18 -5 20 21 -8 -16 24 -14 28 -27 -28 -3 -30
right_child=-2 7 3 4 11 -7 19 -9 10 -11 -12 -13 13 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0042218409279807367 -0.0027903139556118514 -0.006164786182846424 0.00086861707632859646 -0.0046951780162480094 0.0012707342600011818 0.0015407968380362176 -0.004963275208218763 -0.0044013262148890932 0.0023059032378703846 -0.0047020094429312846 -0.0015731790775843305 0.0040864837129834198 0.0031235896453046534 0.00068654087322937967 0.001022023383136916 -0.0026566299366669707 -0.0061850489605283941 -0.0046955423633622201 0.00037571509547572107 0.0018821873951969114 -0.0047627661170732347 0.0012295050315307436 0.004114409028128518 -6.9274403411860491e-05 -0.0049297719601625479 0.0061577780727951649 -0.0047736617449471632 0.0036186851509313711 -0.0026546201162273189 0.0031939714704749059
leaf_weight=8.6332014817744476 36.052066385746002 2.9992465861141735 66.146852985024452 5.7867050766944947 17.380861245095733 230.53385967761278 4.0649483315646702 7.6752055250108233 16.937433250248436 8.2458264343440515 9.9316773451864702 5.2123310118913642 2.2307495325803819 37.363342963159084 11.412776708602907 5.9290655702352515 3.1074051260948172 7.8514015339314929 11.342053122818468 3.4960066303610793 7.4665809571743003 6.7857510447502136 11.470813542604445 12.507336035370825 8.0220499560236913 4.3658750951290113 4.8443457670509815 1.7074821293354032 5.0024776607751846 2.7188720405101776
leaf_count=301 977 41 276 80 61 832 49 204 51 125 69 14 9 165 40 30 24 117 69 22 104 40 25 55 90 10 90 4 53 7
internal_value=0.000303657 0.000513653 0.000717968 0.000811059 -2.10008e-06 0.00116752 0.000189205 -0.000966483 -0.000501961 -0.00173737 0.000872071 0.00051887 0.00034893 -0.000427218 0.00141134 0.000271778 -0.00203594 -0.00239289 -0.00133741 -0.00187105 -0.00258739 -0.00109047 0.00257214 -0.00146947 -0.00317756 -0.000607614 0.000910234 -0.00258652 -0.00215337 -0.000595191
internal_weight=567.225 531.173 466.744 458.111 139.617 318.494 87.9601 64.4284 56.7532 29.8841 26.8691 114.637 109.424 63.2309 46.1935 23.3099 25.8675 24.9802 17.1288 21.8133 18.3173 10.8507 22.8836 22.7601 10.2528 21.6383 10.9177 6.55183 10.7206 7.72135
internal_count=4034 3057 2403 2102 779 1323 491 654 450 330 120 513 499 343 156 91 178 266 149 215 193 89 65 154 99 205 104 94 101 60
is_linear=0
shrinkage=0.00396922


Tree=134
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 1 2 0 1 2 2 2 2 0 0 2 2 2 1 2 0 2 2 0 1 2 1 0 0 2
split_gain=7.94075 3.46956 3.31102 3.45876 3.6451 5.68124 6.1718 4.96267 3.42805 3.24513 3.72445 3.82043 4.1366 3.58732 5.98782 5.96775 3.47363 3.41297 3.13726 4.32617 2.71101 2.70258 6.4205 5.43225 2.54723 4.44838 2.86997 5.28526 2.53547 2.31554
threshold=0.59897907245000015 50.448116877400004 32.051492741500006 35.419594101850009 0.47700667645000011 0.36006406990000012 38.625745710700009 0.49787431515000008 0.38052752915000004 40.137820134150012 40.563919884450009 40.94178426300001 41.289992964000007 0.48351845755000006 0.48637765340000011 43.047778594550003 42.753078181500008 39.577821550850011 0.40955360615000008 33.151194885250007 0.48537468940000006 42.67709657435001 42.198888176300009 0.48068920095000006 0.34512439750000007 44.756878345700009 0.34219035360000005 0.45994131915000008 0.49053920540000012 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 18 24 6 -6 9 -1 17 -11 -12 20 15 16 21 -15 -8 -4 -20 -13 22 -14 -23 26 -26 27 -5 -16 -28
right_child=-2 -3 3 4 5 -7 7 -9 -10 10 11 12 13 14 28 -17 -18 -19 19 -21 -22 23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.037545842663163444 -0.022460598715946297 -0.023475263193093003 0.012341137496078665 -0.0024933133239269361 0.023480605432550067 -0.00039967758405246208 0.0031519609229090908 0.018084740816642048 0.00056417205244515276 0.013746574458138146 -0.014440912580030212 0.0060252215293279954 0.0077720112126037086 -0.031949950573829745 0.011799682546029535 -0.01068782197747303 -0.0040133359150556734 -0.018666082795388738 0.023895762041284605 -0.027018371606123387 0.024584491929125131 -0.0073037098010081698 -0.016631747039544231 0.020877676448437712 -0.020560076554272642 0.0080241151618305022 0.001698947882982882 -0.035560469677015386 -0.0068592373345228545 0.022323718137832772
leaf_weight=2.1365270731039336 6.9158277194946995 2.7231657654047003 22.959877608343962 30.922185389325023 8.3647514656186086 212.82034688349813 7.3703489974141103 11.339889977127312 2.4620692702010274 16.697648830711842 6.030722487717866 8.7997748330235463 32.761215806007385 5.0394957736134547 7.5824493989348394 10.802359417080877 3.7711124569177628 6.5738732740283012 1.2242087190970772 2.3835352603346109 6.7328012734651557 4.3548545017838487 6.216162394732236 13.881108023226261 9.3355641607195121 3.6780956499278536 10.566608065739272 2.5345451869070521 6.6027955263853073 3.5158597044646731
leaf_count=77 649 140 99 344 26 1541 28 51 34 52 30 31 117 33 24 66 19 32 11 48 25 23 52 69 197 56 70 33 30 27
internal_value=0.000957148 0.00130159 0.00144593 0.0016306 0.001161 0.00196879 0.00506265 0.00406586 -0.0171419 0.00295584 0.0040442 0.00260509 0.00356995 0.00177795 -0.00573869 0.0043193 -0.0199925 -0.00713395 0.00934239 -0.00974178 0.01407 0.00715277 0.00388007 0.0141478 -0.00385144 -0.0124812 -0.00148907 -0.00499835 0.00311453 0.00684817
internal_weight=477.1 470.184 467.461 462.862 436.295 375.742 162.921 154.557 4.5986 143.217 129.273 112.575 106.544 91.0116 22.9959 68.0157 8.81061 13.9442 26.5676 3.60774 15.5326 57.2133 38.9774 18.236 60.5529 13.0137 47.5392 33.4567 14.1852 14.0825
internal_count=4034 3385 3245 3134 2976 2249 708 682 111 631 571 519 489 433 106 327 52 60 158 59 56 261 169 92 727 253 474 377 54 97
is_linear=0
shrinkage=0.0220144


Tree=135
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 0 0 2 0 0 2 0 2 2 2 2 2 0 1 0 2 2 2 1 1 1 2 0 0
split_gain=15.8661 6.89854 10.281 5.98902 5.31525 6.82432 4.96475 6.63786 7.93152 4.8896 4.64977 4.3451 3.84324 3.83101 3.79726 3.56992 3.14773 3.01131 2.9912 2.72781 4.00165 2.71888 6.51021 3.37012 2.5409 2.52644 7.80829 4.66436 3.09671 5.05502
threshold=0.57537199485000012 43.680097826700013 0.42018203045000008 0.39072183470000005 0.47883296910000012 41.872294782850005 0.50889194935000015 0.48386275860000011 44.169240047700008 0.53544804050000006 0.53158588065000012 43.426640904350009 0.54386096225000014 42.719328117250008 42.434124620650003 41.741384785950011 36.491284729650012 38.400997490450003 0.46989611090000011 0.33992994225000006 0.44284602260000011 47.927946529500012 45.048573272350005 48.96897326980001 0.34575312120000007 0.40509266190000009 0.41615520495000008 38.244973486750006 0.54646567465000018 0.56643513670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 8 -3 16 -8 13 -12 14 24 17 -5 18 19 -4 -21 22 -10 -23 -7 -11 -27 -28 -29 -30
right_child=-2 6 3 9 -6 11 10 -9 21 25 12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.005561394637918997 -0.0037987953789028451 -0.0084002916162055422 0.0030866599268788084 -0.0074782745388551099 0.001768244960078194 -0.0072009976410749906 -0.0065964607047659012 0.0037478226446253267 0.0013510982716729047 0.0025100387230304992 0.0010198406750789022 0.0035534812306657459 -0.004310843848797194 -0.0063115475390888342 0.0011815681642529195 0.0055004976280659231 -0.0014322293182234434 -0.00014549081122128705 0.005092020582344794 0.0026578256832889761 -0.0062534092023310978 0.0037527599326898442 -0.0061043456567652669 -0.0012255972833457884 0.0003081361117890423 -0.0061679920459225121 -0.0024935961146343175 0.0024912098579590591 -0.0011565249079447965 0.0022669562713778235
leaf_weight=6.9566556299105278 24.265021512284875 3.7249244246631852 6.7952235415577906 2.6710842140018967 215.57814654707909 3.7250121310353332 7.069673769176009 10.160293089225886 7.3828279562294501 14.873682320117949 8.2785867005586606 3.0835718140006056 6.9403660707175723 7.0442745201289645 6.9100030139088631 4.7812922894954673 24.010000545531511 36.86087691038847 7.3149253875017157 2.7583395168185234 2.8704910483211279 7.7808362096548063 5.8680086359381676 7.4110618978738785 1.8991514202207325 5.1347867660224429 12.233313761651514 26.215341195464134 29.356680288910866 20.4097755625844
leaf_count=298 933 52 23 30 808 45 194 58 50 45 49 17 137 104 40 13 257 162 22 14 31 20 96 35 15 40 118 80 162 86
internal_value=0.00037457 0.000574663 0.00081065 0.000912664 0.00132887 0.000201835 -0.00103768 2.50362e-05 -0.00115082 -1.17225e-05 -0.00305586 -0.00227592 -0.00141113 -0.00319404 -0.00144198 0.00111662 -0.00203751 0.000746295 0.00241163 0.000833494 -0.00188657 -0.000201415 -0.00195048 0.00132417 -0.00466533 0.000487708 0.000165485 0.000534141 0.00102162 0.000247483
internal_weight=530.364 506.099 441.483 434.526 299.621 84.0432 64.6166 42.328 32.1677 134.905 22.2886 22.662 15.219 19.5784 12.5342 61.3811 26.6811 56.5999 19.739 12.4241 5.62883 28.4427 13.2508 15.1919 5.62416 108.224 93.3499 88.2151 75.9818 49.7665
internal_count=4034 3101 2410 2112 1294 486 691 311 253 818 380 221 186 204 100 265 287 252 90 68 45 201 146 55 60 531 486 446 328 248
is_linear=0
shrinkage=0.00528337


Tree=136
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 0 0 1 2 2 2 1 0 1 2 0 0 0 1 1 0 2 0 2 2 0 2 1 2
split_gain=22.0947 10.0627 13.9407 8.42494 9.0748 8.31153 6.53424 7.97112 5.76847 5.44944 5.99025 4.94206 4.88783 5.14912 4.71861 3.78501 3.69295 5.89247 9.95669 3.44776 12.1575 5.0207 4.13337 3.9331 3.3676 5.17296 3.30755 3.3208 3.19174 9.52202
threshold=0.5718990449500001 43.832725745850006 0.42018203045000008 0.37078231190000005 0.47883296910000012 41.942745071500006 0.51191581090000016 0.5054040298000001 0.40301188585000008 47.709122305950011 45.295823381400005 49.122847560300009 0.38906020780000011 0.56719858685000013 0.36945001650000003 43.426640904350009 0.5216909673500002 0.52432561900000019 0.52688542260000015 0.34674111555000003 0.35862698720000002 0.53866650695000018 44.169240047700008 0.47769527860000011 42.719328117250008 42.434124620650003 0.56395018115000017 41.674196414850009 0.36006406990000012 37.137227079750012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -5 9 10 19 -11 -8 16 28 24 -14 -18 -19 22 -21 -22 -3 -24 25 -7 -20 -28 -6 -30
right_child=-2 8 3 6 14 15 12 -9 -10 11 -12 -13 13 -15 -16 -17 17 18 26 20 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0053527476846657951 -0.0034910165529025107 -0.0079129768958469231 0.0011691410239705572 0.00020974613866555237 0.002320413539355502 -0.0062370424184586739 0.0025224379507247851 -0.0075210513770733838 -0.0055041447106554059 0.0026351666790510506 -0.0059366235776173457 -0.0018684328845388789 -0.0048069410999384901 0.0026380357048233368 0.0054362683588467919 0.0024289336590448143 0.0027928946572058542 -0.0067340197127652825 0.00012326728248815202 0.0075957313092668739 -0.0061569528967856503 0.0041181794336813083 -0.0034981907646014863 0.0039897822739634143 -0.0060433458986329071 0.001024999278897051 -0.0066220907359877037 0.00080767446907472999 0.0023506538926423648 -0.0052115186675358617
leaf_weight=8.8362936787307245 34.719130942597985 2.9226207397878223 65.842658624053001 7.869326535612343 144.64483827352524 3.881570648401981 25.61486491560936 5.9154069498181343 7.1194943878799668 16.603960230946544 7.8934008777141562 9.8170076943933946 4.2508769258856764 18.512883752584457 11.157773479819296 3.3920412063598624 16.269285332411528 6.034498017281293 102.74675968289375 4.4222312569618207 4.4341128394007683 1.6528685688972471 5.1223570182919502 2.7187355607748032 7.1557051800191394 6.8955894112586975 3.7755774259567252 2.5531743168830872 14.904410257935526 5.8787650465965262
leaf_count=301 977 41 275 44 513 49 74 50 204 51 125 69 26 69 30 20 53 85 537 10 90 4 53 7 104 40 42 11 46 34
internal_value=0.000397449 0.000652733 0.000907313 0.00102828 0.00161334 0.000284882 0.000230975 -0.00310775 -0.00123969 -0.000693514 -0.00219302 0.000961804 0.000487005 0.000148765 0.0022691 -0.00244535 -0.000191008 -4.16565e-05 -0.000442283 -0.000803941 0.00124617 -0.00336683 -0.00280558 -0.000901892 -0.00336733 -0.00159054 -9.41987e-05 -0.00362474 0.00205548 0.000211605
internal_weight=563.558 528.839 466.132 457.296 263.753 87.1676 193.543 13.7847 62.7068 55.5873 29.1663 26.421 179.758 154.143 176.586 21.3249 135.63 131.379 115.11 21.2729 10.5092 6.08698 10.7637 7.84109 17.9329 10.7772 109.076 6.32875 165.428 20.7832
internal_count=4034 3057 2403 2102 1111 488 991 94 654 450 330 120 897 823 623 213 754 728 675 205 104 94 101 60 193 89 590 53 593 80
is_linear=0
shrinkage=0.00503184


Tree=137
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 1 0 0 1 2 2 2 0 0 1 0 2 2 1 1 0 0 2 0 2 2 2 0 2
split_gain=22.0989 9.10816 10.3422 8.53707 7.95285 5.20882 7.55082 5.38769 7.46511 5.56672 5.74082 4.39252 5.44087 6.81799 4.15229 7.95965 5.17429 6.2278 4.03637 3.8941 6.71874 3.21827 4.16857 10.5229 5.7811 4.27694 6.21679 4.896 4.20604 4.02784
threshold=0.5718990449500001 42.779078631750004 0.42018203045000008 0.39091643965000006 0.53544804050000006 0.40509266190000009 0.41615520495000008 0.5681267027500001 0.54646567465000018 0.46280051495000007 41.827117825850003 42.67709657435001 42.198888176300009 0.49094338495000006 0.47396784530000008 0.34398670700000006 0.44284602260000011 39.110279783550006 42.434124620650003 0.3975479776000001 0.39382054430000007 0.55769288345000012 0.47769527860000011 47.927946529500012 0.4778150355000001 44.262924377150007 47.709122305950011 49.122847560300009 0.55481871800000016 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 19 -6 -7 8 -8 10 -10 12 14 18 15 16 -4 -18 -14 20 -5 22 23 -3 -24 29 -27 -28 -29 -26
right_child=-2 21 3 4 5 6 7 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-0.005887672370925418 -0.0038954157860029022 -0.0044187921095087592 0.0037602595201470632 -0.0065502895570353509 0.0037328454527095398 -0.0063458110273165195 0.0021271709198154355 0.003579070434639983 -0.0037936665198682533 0.0036373607004746367 0.001544333746262491 0.0044889894314578101 -0.0075618777647750062 0.0038458986054271667 0.002112089760602647 -0.0075112138645345907 0.0011251869840435979 -0.0077253843602349392 -0.0011643830481193394 -0.006550095719633317 0.0011410212799622458 -0.0045162015925491903 0.0084924348225239588 0.0016017465492535179 -0.0022737338105940801 -0.0056402398515818866 0.003304170119888975 -0.0071888391205181231 0.0047115369943340835 0.0018130125065544977
leaf_weight=6.4265387132763854 34.071323240175843 21.879673754796386 11.21074434369803 5.3463178277015713 15.058734908699988 5.1984374895691863 27.718802735209465 15.3039418682456 25.671075515449047 5.3500785008072844 8.3094867691397649 17.72571687027812 4.7324111387133625 5.7609539628028861 210.18303098902106 3.9721546135842791 8.232476778328417 3.543459426611661 8.7625755742192251 6.6506742425262919 10.467276528477667 6.3274795077741137 2.6330431699752799 15.42083230614662 9.3883078377693874 8.7083074897527712 7.5680321380496007 3.4096856657415628 1.2700848281383512 37.644344108179212
leaf_count=255 977 316 37 78 41 38 92 52 191 17 30 78 40 19 750 55 31 41 56 105 59 107 4 54 52 167 28 78 7 179
internal_value=0.000459623 0.000745041 0.00113716 0.00125025 4.17857e-05 0.000700371 0.000178791 0.000590647 -9.14561e-05 -0.00165506 -0.00248833 0.00180164 0.00161585 -0.00123769 0.00184756 -0.000214843 0.00104599 -0.00153801 -0.00340785 -0.00296645 -0.00145929 -0.000647109 -0.000420264 -0.00192977 0.000377017 6.27258e-05 -0.00203466 0.000528947 -0.00395909 0.000997247
internal_weight=553.946 519.875 405.625 399.198 125.075 102.611 87.5518 82.3534 67.0494 39.3306 33.9806 274.124 256.398 19.2559 237.142 26.9588 22.9867 11.7759 13.495 22.4643 15.8136 114.25 107.922 37.3005 70.6218 67.9888 20.9561 12.2478 4.67977 47.0327
internal_count=4034 3057 2065 1810 703 461 420 382 330 238 221 1107 1029 115 914 164 109 72 96 242 137 992 885 370 515 511 280 113 85 231
is_linear=0
shrinkage=0.00558194


Tree=138
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 0 2 2 2 2 0 1 0 2 0 1 2 2 0 0 0 0 1 2 0 1 1 1 2
split_gain=13.9677 6.35113 7.41983 6.63877 5.40613 4.80468 4.27343 6.83019 6.82572 4.77656 5.4316 4.21692 4.66177 4.00119 3.9353 8.8671 6.23639 4.84838 4.81164 3.97122 3.88098 3.69946 4.06518 3.60647 5.2007 6.62073 3.51407 4.96229 3.46845 3.69794
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.50706565670000014 0.51191581090000016 0.55769288345000012 0.4815274992000001 41.975471476700008 42.686561923500008 42.434124620650003 41.319407281650008 0.54228915300000013 0.40301188585000008 0.54386096225000014 47.927946529500012 0.47769527860000011 0.37078231190000005 43.018222997350009 49.122847560300009 0.37331217625000007 0.55538756325000016 0.49094338495000006 0.48351845755000006 0.35862698720000002 38.625745710700009 0.50278434775000014 0.34674111555000003 0.34608245260000009 0.4025178887000001 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 11 7 26 -9 10 23 12 14 -13 15 19 17 -17 -16 -3 -15 22 -12 -8 -25 -26 27 -4 29 -18
right_child=-2 5 3 4 -6 -7 9 8 -10 -11 21 13 -14 20 18 16 28 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.006472658265397088 -0.0054673553867490912 0.0057816566039563169 0.0015032629841256414 -0.0055681966373599774 0.00035416599717864275 -0.0054415886881453235 0.0043544100940138544 -0.0049949165987101495 0.0038060626752199453 0.0058140231567008595 0.0015184627052340731 0.0081854430861712547 -0.0073525922518240172 -0.0048440261622935922 0.0039230179317245187 -0.0032931719697792822 -0.00084972733174141439 0.0027449993484860184 -0.0023916506376770387 -0.0053878252639940651 0.0056080198144917853 0.0028728286844051367 -0.004682943229272111 0.0029438572769227202 -0.0095065818684796216 0.0029512846065225294 -0.0026298025195224087 0.0070874026017290048 0.0051633890516244417 -0.0076373255977388683
leaf_weight=5.1242621643468729 15.161931146867571 1.3109209164977098 79.575357805937529 6.1522214300930491 168.74141608551145 7.7626254474744192 36.660636149346828 12.736226446926596 4.6264096722006789 15.830997593700884 7.1163215190172258 4.0933970510959607 3.9795225691050282 2.9043323900550604 14.192006364464762 6.2562091946601859 5.9344608783721888 28.227091938257217 6.9094544425606719 18.892081873491406 2.5865123122930527 9.2152953147888166 9.5121645629405958 19.522545427083973 3.3720567356795064 3.2037061266601086 7.0292230788618317 6.6398450434207907 1.6615413427352912 6.4514266029000282
leaf_count=255 757 11 301 49 978 176 128 110 20 68 24 8 132 34 39 33 38 101 40 305 10 36 50 63 30 12 74 21 4 127
internal_value=0.000401707 0.000577493 0.00094621 0.0010437 0.000145835 -0.000732897 0.00177395 0.000923888 -0.00264983 0.00267425 0.00211326 -0.000379394 -0.000779961 0.00354152 -0.000488806 -0.00120847 0.000229657 0.00164951 0.00185535 -0.00466307 7.95051e-05 -0.000281116 -0.00202899 0.00309925 0.0013361 -0.00343712 0.00158933 0.00193332 -0.00325577 -0.00438518
internal_weight=521.382 506.22 395.059 389.934 174.894 111.162 215.041 110.607 17.3626 104.434 88.6027 103.399 93.8147 9.58424 89.8352 68.7337 48.5307 34.4833 21.1015 20.203 5.49084 25.8438 16.6285 62.7589 26.0983 6.57576 93.2444 86.2152 14.0474 12.3859
internal_count=4034 3277 2219 1964 1027 1058 937 526 130 411 343 882 830 52 698 619 303 134 79 316 44 110 74 233 105 42 396 322 169 165
is_linear=0
shrinkage=0.00620571


Tree=139
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 0 0 2 1 1 1 1 1 2 2 0 0 0 0 2 0 2 2 2 2 0 0 2 2
split_gain=8.54271 3.54751 5.23764 3.90288 5.46008 4.87287 4.39236 3.31264 3.2686 3.16954 4.50202 3.78219 2.74523 3.00636 2.73456 3.75274 2.58189 3.34604 3.04112 2.5053 2.41944 3.03075 2.99157 4.06931 5.5679 4.14369 4.5976 5.98138 4.53707 6.47856
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.35471991855000007 0.34584293880000011 41.919251152600005 0.48447651265000008 0.5681267027500001 40.241071441700008 0.34551360740000009 0.34515433670000012 0.34503457980000002 0.35862698720000002 0.36359689830000008 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 0.47997065955000012 0.48028502140000007 43.157831852650006 0.50339810185000011 43.680097826700013 47.709122305950011 45.295823381400005 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 14 -6 10 11 -4 -8 -14 16 -16 17 18 -3 -5 21 -17 -22 24 -24 -25 -27 -28 -29 -30
right_child=-2 7 3 6 8 -7 12 -9 -10 -11 -12 -13 13 -15 15 20 -18 -19 -20 -21 22 -23 23 25 -26 26 27 28 29 -31
leaf_value=-0.016860611896560983 -0.013134059835301937 -0.020464447307576534 0.0032995139137596387 -0.0071887220231306864 -0.0050612732870745853 -0.0054435201643686353 0.012979635855894681 -0.01768550278170939 0.010257030060961164 -0.0039907837239823328 0.0099216658237530706 -0.011980188278132282 -0.013846306547387896 0.00090092751275839807 0.015670333114457129 -0.019349457263913464 0.0026499012484192818 -0.027404943039922663 0.0085590483630990141 -0.033973377235516355 0.0052702793624414641 0.0045726338931928743 -0.0022252389167517856 0.0077008466277849671 -0.018676867182006299 -0.026773022410439745 0.026479080378897596 -0.024911445875545786 0.025489183758968449 -0.017665201547023106
leaf_weight=3.9336350997909895 11.457997748628257 1.7572746332734808 50.912332750856876 2.8774842945858827 4.0818847604095927 18.999080911278725 4.8993547409772864 3.2851938493549815 40.148334849625826 12.766251936554907 29.119973830878735 4.707486890256404 3.7481906712055197 193.48182060010731 3.8345982059836379 3.9022824335843316 3.4109320193529129 3.0671896263957024 2.117353118956089 1.3716513896360991 20.665766049176455 2.2045312821865082 24.111906831152741 16.665058631449941 7.0783026013523331 2.1393473446369153 1.7813885509967802 2.4077331051230431 1.8454477638006213 1.855909085832536
leaf_count=255 757 36 208 54 27 133 20 135 190 53 94 22 23 1128 14 59 22 24 6 12 131 11 277 59 163 15 4 23 7 72
internal_value=0.000780909 0.00111786 0.00185874 0.00205932 0.00396479 0.00211269 0.00057526 -0.00157381 0.00884335 0.00358502 0.00472633 0.00200629 0.000920234 0.000620669 -0.00103832 -0.000110477 -0.00896927 -0.0146785 -0.00460409 -0.015835 -0.000825274 -0.0107137 -5.65147e-05 -0.00195825 -0.00595877 0.00271594 -0.00556674 0.000182925 -0.00748494 0.00385101
internal_weight=484.636 473.178 371.047 367.114 160.735 116.505 206.379 102.13 44.2302 97.506 84.7398 55.6198 202.129 197.23 98.845 88.4923 10.3527 6.94182 3.87463 4.24914 84.6577 6.10681 78.5509 57.8851 31.1902 26.6949 10.0298 7.89048 6.10909 3.70136
internal_count=4034 3277 2219 1964 727 510 1237 1058 217 377 324 230 1171 1151 923 835 88 66 42 66 821 70 751 620 440 180 121 106 102 79
is_linear=0
shrinkage=0.0163093


Tree=140
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 0 2 2 2 2 1 2 2 1 1 0 2 2 2 1 1 1 0 2 2 0 2 2 1
split_gain=7.79388 3.4801 5.04108 4.81978 4.13662 4.14929 3.32687 2.27294 2.95607 3.0159 5.85999 3.69024 3.91048 2.94451 3.86857 2.7488 2.68582 3.23159 2.5987 2.36903 2.19438 3.2054 4.15667 3.02951 2.7631 2.32215 2.16065 3.23166 2.78977 2.52302
threshold=0.59897907245000015 0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 37.198331469900005 42.599563320500003 41.827117825850003 41.218101594450012 0.39591628995000006 40.80591513400001 35.050303764500008 0.43563066975000003 0.41988263825000011 0.55769288345000012 43.077238082650005 36.491284729650012 40.890797847750008 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.43780126340000008 39.577821550850011 38.064633603500006 0.54228915300000013 43.847983878700006 48.86568841230001 0.39814676205000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 -3 6 -6 13 9 10 11 -9 -13 14 -5 -11 17 -10 -15 -14 21 22 23 -1 -22 -23 28 -28 29 -19
right_child=-2 3 -4 7 5 -7 -8 8 16 15 -12 12 19 18 -16 -17 -18 26 -20 -21 24 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0019342657904199549 -0.01923866018148299 -0.02994294198135029 0.0036305500153877386 0.009829247165544102 0.017526651955344304 -0.020147439663293864 -0.0094979937793352714 0.018737881503948766 -0.020658023099830322 -0.00059917794226048578 -0.014470382081302821 -0.0013905029830799764 0.017611477014989399 -0.026939251055616058 -0.022024446846176972 0.013067635288154694 -0.013554174539687699 -0.02569759695982397 -0.0054784166064214259 0.0023631339233483768 -0.024779214529113566 0.01437179786480859 -0.018274821753609338 0.020668014645800169 -0.0043418096858364331 0.00027537725967242819 0.023103510538245615 -0.0018826613612685785 0.016746518815877229 -0.0014834040311229818
leaf_weight=26.631028289906684 6.7900632638484231 3.3556089028716078 236.01063312962651 5.389419622719287 3.1425727754831296 4.3912807684391737 3.3449928164482117 4.4918447583913794 2.521862890571362 8.127288546413185 8.3994356673210842 51.013281373307109 6.9884876646101457 3.5251316372305137 1.8121794182807205 14.707883700728415 8.589843235909937 2.2937974184751528 4.6602556761354208 7.5282678864896297 2.6189632373861995 8.0873989658430236 5.326002560555934 2.2908099591732016 23.173266991041601 8.5526735913008434 3.4576853513717642 3.9385263156145811 1.8139786301180718 4.6002946421504021
leaf_count=329 649 49 1041 37 21 190 49 12 20 45 69 331 23 55 51 56 224 36 52 36 68 33 96 6 304 39 7 42 14 50
internal_value=0.000823243 0.00111259 0.00226559 -0.00116789 -0.0116367 -0.00599007 0.00359273 -0.000132032 0.000688392 0.00217157 0.000415173 0.00220076 0.0010672 -0.0069821 0.00181372 0.00820347 -0.00482975 -0.000806302 -0.0147208 0.00970381 -0.00193558 0.000335815 -0.0029636 -0.000144009 -0.00641704 0.00712651 0.00230239 0.00979823 -0.0040642 -0.00953993
internal_weight=477.575 470.785 312.691 158.094 14.2345 10.8788 6.48757 143.859 128.472 101.256 78.4213 70.0219 65.53 15.387 7.2016 22.8352 27.216 18.6261 8.18539 14.5168 76.6801 50.8879 34.2478 28.9218 25.7922 16.6401 16.1043 7.39621 8.70807 6.89409
internal_count=4034 3385 1916 1469 309 260 70 1160 965 572 471 402 390 195 88 101 393 169 107 59 875 503 431 335 372 72 149 49 100 86
is_linear=0
shrinkage=0.01886


Tree=141
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 2 2 1 1 2 2 2 0 1 2 0 0 2 2 2 0 1 2 1 1 2 2 1 1 1
split_gain=6.99146 3.05164 5.83784 5.83092 4.75268 3.61093 4.1679 3.24592 3.52402 7.65459 4.2387 7.94093 4.73607 3.16218 3.13971 3.31191 5.61883 3.03192 6.98132 3.02059 2.90802 5.74645 6.14959 3.97557 8.35069 3.19087 3.06351 6.50226 4.22714 7.08569
threshold=0.48627286610000009 0.37078231190000005 32.051492741500006 0.48244064550000004 41.975471476700008 42.686561923500008 42.522337019050006 0.36945001650000003 0.36006406990000012 38.244973486750006 41.257403903850005 42.47354681640001 0.49094338495000006 0.34575312120000007 43.680097826700013 0.51191581090000016 0.5054040298000001 42.779078631750004 43.157831852650006 42.719328117250008 0.47396784530000008 0.34219035360000005 35.171584490050009 0.32388251845000005 0.32058920395000007 38.804080188450008 40.280372415600006 0.34521421515000011 0.34515433670000012 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 -1 4 20 6 -6 8 10 -10 -5 12 13 -12 15 16 -3 -13 -19 -7 21 22 -4 24 -24 -22 27 -27 29 -28
right_child=-2 14 3 7 5 19 -8 -9 9 -11 11 17 -14 -15 -16 -17 -18 18 -20 -21 25 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.025175375352416918 -0.01525112304235543 0.0012438820943617799 0.016919268415193239 0.010206360476996634 -0.0049476127934660026 0.017226494718254763 -0.024282403920721205 0.014257705721248409 0.0045011353228666595 -0.01631918796393882 -0.01686539662256507 0.013931766466775915 0.0072293246032639471 -0.0019608801235635569 -0.0057958004692233289 0.00059214831485795245 -0.020012696359429982 -0.009935120634243717 0.011132042190028876 -0.0017716897273826325 0.012641177508594833 -0.012857729784015608 -0.016618131350291936 -0.013601345294608958 0.016171862544976736 0.0040408501493390016 0.0081562827707303866 -0.016902437818363467 0.0077366860807969113 -0.011806118564108318
leaf_weight=1.7406287379562844 6.0446774419397107 6.4795020101591927 4.8236804213374915 27.425523575395346 9.7375588007271272 1.9123062044382084 3.2735078781843177 7.539605885744094 13.278911449015142 5.4822106435894957 6.5998377650976199 10.891249395906927 5.0252763144671908 5.9461136385798454 22.271727738901973 175.33953292667866 4.7253911448642612 5.3513846397399893 9.7616453990340215 47.968570558354259 8.1814713254570943 7.4441713774576774 2.7241446841508132 4.6619051545858383 4.569430910050869 9.4277048259973508 7.9219188839197141 4.977303445339202 31.561293385922909 7.7098721116781235
leaf_count=75 597 42 18 115 99 4 38 30 48 36 40 61 22 26 475 1200 50 31 31 447 26 145 89 48 14 32 24 28 107 36
internal_value=0.00058859 0.000794604 0.0018796 0.00206486 0.000296803 -0.00285743 -0.00981213 0.00491577 0.00413109 -0.0015828 0.00564091 0.00276751 -0.00493074 -0.00980145 -0.000535225 9.28408e-05 -0.00772056 0.00796926 0.00367235 -0.00104335 0.00240712 -0.00201806 0.00279102 -0.00290931 0.00392483 0.00394328 0.00278802 -0.0031956 0.00461444 -0.00168952
internal_weight=470.798 464.753 255.937 254.197 156.895 62.8919 13.0111 97.3018 89.7622 18.7611 71.001 43.5755 17.5712 12.546 208.816 186.544 11.2049 26.0043 15.113 49.8809 94.0029 24.2233 16.7792 11.9555 7.29358 69.7796 61.5981 14.405 47.1931 15.6318
internal_count=4034 3437 1670 1595 1155 588 137 440 410 84 326 211 88 66 1767 1292 92 123 62 451 567 314 169 151 103 253 227 60 167 60
is_linear=0
shrinkage=0.0148237


Tree=142
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 2 0 1 2 2 0 1 1 2 2 2 2 1 0 1 1 1 1 2 1 0 2 2 2
split_gain=6.42392 2.81591 4.44783 2.91185 3.68603 2.62782 2.86887 2.55394 7.0053 2.51259 4.2218 5.20402 3.42528 3.79392 3.28536 2.64034 2.21271 5.55718 3.04055 4.19106 2.65655 2.11636 3.32833 3.14443 3.96876 2.109 1.79261 2.97523 1.78743 3.60887
threshold=0.59897907245000015 0.54646567465000018 0.4349121284000001 0.43780126340000008 0.32388251845000005 43.572676689450006 43.272784938550004 0.44284602260000011 0.33204095685000007 42.536568606950006 42.402981339000007 0.57944372925000021 0.43837010870000009 0.44805544745000009 39.458743938000005 39.110279783550006 44.421469061800003 47.709122305950011 0.3782970569500001 0.53158588065000012 0.35862698720000002 0.40509266190000009 0.39670967935000007 0.42209814075000007 40.280372415600006 0.3055746834000001 0.56439926950000008 38.903925214650009 48.96897326980001 48.226196960950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 4 25 6 9 -5 -9 10 11 12 -4 -14 15 26 -10 20 -19 -20 -18 22 -3 -23 -25 -1 -15 -28 29 -27
right_child=-2 2 5 7 -6 -7 -8 8 16 -11 -12 -13 13 14 -16 -17 17 18 19 -21 -22 23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.018932483934207864 -0.018472049958423886 -0.012510919993723673 0.011278475239884367 0.017269018809260434 -0.021334186995151456 -0.018897972314294791 0.019406510959902173 -0.024631892163221324 0.0024594057498427274 -0.013465975787115765 0.019013369451868992 -0.019628994492053835 -0.015581628732973734 0.010843786516036225 -0.0062472884391382736 0.019017169343681792 -0.00044726920130381707 0.017366113911821111 -0.027221079553982373 0.0066633992971442237 -0.020007114157233521 -0.023296674105566011 0.018228024497081025 -0.021009074770597637 0.0002671100885744094 -0.003433379972973129 -0.022821984048022451 0.0093677382326044049 -0.0082718623232629629 0.01347172902358946
leaf_weight=2.1204993752762737 5.7119657639414063 2.4615557007491615 9.6734880656003934 3.5752833783626548 3.5292812054976812 2.1810236889868966 2.7751632034778586 3.2641499210149041 324.5733158364892 3.9439170490950337 4.1836451217532149 4.0648466208949676 5.0063598081469562 3.497861862182619 9.0271139871329051 4.6193495541810989 3.496182821691038 4.2879116982221586 1.6577463122084735 4.3922211490571499 6.6323260581120849 5.4380209296941784 2.1987970322370529 4.3436892218887797 8.6412249356508237 11.076526968274271 1.9484510533511641 1.8413766548037527 6.4004483520984641 6.6711528077721587
leaf_count=125 649 31 41 15 170 148 10 53 1708 40 16 141 36 14 57 11 28 11 58 22 208 72 17 68 41 154 32 8 33 17
internal_value=0.000665071 0.000903989 -0.00229158 0.00153901 -0.00391109 0.000616838 0.0014583 0.00200053 0.0018438 0.000416401 0.00166464 -0.000164567 0.00205703 -0.00138175 0.00201413 0.00827738 0.00209427 -0.00369638 0.00566904 -0.00262126 -0.0132554 -0.0089395 0.001992 -0.0117048 -0.00685016 -0.00157023 0.00146989 -0.00718185 -4.56181e-05 0.00292106
internal_weight=463.235 457.523 75.8459 381.677 29.7979 52.7626 50.5816 351.879 348.304 47.8064 43.8625 39.6788 35.614 25.9405 20.9342 11.907 345.04 20.4664 10.3379 6.04997 10.1285 23.0833 4.66035 18.4229 12.9849 26.2686 7.28769 3.78983 24.1481 17.7477
internal_count=4034 3385 783 2602 499 554 406 2103 2088 396 356 340 199 158 122 65 2035 327 91 80 236 229 48 181 109 329 54 40 204 171
is_linear=0
shrinkage=0.0181578


Tree=143
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 1 1 1 0 2 2 2 2 0 1 2 2 2 2 2 2 1 0 2 0 0 2 0 1
split_gain=5.75842 2.37289 5.08723 2.72882 2.74433 2.61388 4.71971 5.63608 4.13078 5.70663 3.52114 2.79538 2.48822 3.76649 3.32949 5.08443 2.95525 2.15362 2.1303 2.2017 3.06887 2.71468 6.07552 2.07211 3.27192 3.62917 4.63638 2.85836 2.76163 5.06982
threshold=0.59897907245000015 0.37078231190000005 0.50278434775000014 0.47883296910000012 0.36491422415000008 41.257403903850005 0.34569324270000007 0.34545372890000009 0.34587287805000005 0.47961138885000004 42.824128352900011 43.272784938550004 43.89540535710001 47.709122305950011 0.51191581090000016 0.37473428940000003 49.122847560300009 41.919251152600005 40.94178426300001 40.523311941050004 40.241071441700008 38.625745710700009 0.34560342505000002 0.5231430197000001 38.244973486750006 0.52863686715000002 0.52925062125000011 36.010074051050005 0.53928026105000015 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 18 7 10 -8 -10 17 -11 14 -14 15 -3 -15 -7 19 20 21 -5 -23 -16 25 27 -27 -25 -28 -30
right_child=-2 12 -4 4 -6 6 8 -9 9 11 -12 -13 13 16 23 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.00083275711675122614 -0.018299667339391867 -0.0015652121626409381 0.012374001139641488 0.010547999539172667 -0.0067024519791402844 0.00078957572175292418 0.013859381577563019 -0.017939522825219736 0.018347111411520588 -0.0071131028883167783 0.0088521315176639248 0.0091460932075193863 -0.019426848791072222 0.0063679192606794456 0.0048332003028154847 -0.028006497843040771 -0.012157120307024344 -0.013045407579468531 0.013487724308284261 -0.0045201851606828693 0.017619079431226453 0.007407373678456646 -0.016736957162112129 -0.0023732163532565647 0.0010095035715786433 0.021313262745005994 -0.021008989828948787 -0.032423508129379032 0.012665688485194912 -0.0086626728100199259
leaf_weight=102.90391822811216 5.1764081683941177 7.8195783719420415 14.453968599438666 11.516109369695188 8.6553924083709699 8.6265680938959175 13.384179584681986 6.9571973830461493 5.0573947280645397 14.303397547453644 9.7382827401161176 4.5167621821165076 5.5344444001093533 6.7203226014971715 30.736390948295593 3.3819958586245775 4.7869400661438704 6.3351242467761031 12.063887216150759 6.7647153809666625 6.7307310849428168 9.5859567150473577 5.2289951145648947 1.6625712625682378 117.64398358762264 2.2908769398927715 3.2298316806554821 2.6905378140509129 4.9421294182539013 13.504748995415865
leaf_count=1020 649 45 64 46 43 34 72 45 21 70 33 15 244 36 116 51 173 35 49 31 27 33 32 10 730 7 32 34 14 223
internal_value=0.000596055 0.000812565 0.00200246 0.00135732 0.00309808 0.00380024 0.00150056 -0.00361489 0.00584659 0.00135515 0.000419904 -0.00321096 -0.000620467 -0.00721276 -2.25835e-05 -0.0095484 -0.00133837 -0.00506847 0.00685458 0.00484533 0.0067616 0.00398621 -0.00111446 0.000581285 -0.000314059 -0.00581213 -0.00306335 -0.0209465 -0.00563957 -0.00294856
internal_weight=456.943 451.767 246.823 232.369 129.465 120.809 68.9189 31.6572 37.2617 23.8776 24.7 18.8202 204.944 17.0417 187.903 11.2016 11.5073 14.9617 51.8904 39.8265 33.0618 26.3311 14.815 176.701 145.965 28.3207 23.9676 4.35311 21.6767 18.4469
internal_count=4034 3385 1670 1606 586 543 325 147 178 106 102 85 1715 453 1262 96 209 69 218 169 138 111 65 1166 1050 320 276 44 269 237
is_linear=0
shrinkage=0.0180177


Tree=144
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 2 2 0 0 0 1 2 0 1 2 0 1 2 2 0 0 0 1 2 2 1 0 1 2 1
split_gain=12.3311 7.18506 7.64891 6.85414 5.51953 5.05091 5.65677 8.49833 3.86194 4.46127 4.25072 3.6671 8.64617 4.47748 5.31043 3.86616 3.39816 4.00253 3.37513 3.36504 3.43691 3.16551 6.68806 5.60819 3.16193 5.16262 6.34117 5.97314 4.63038 4.05299
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.50706565670000014 0.37668033890000002 42.67709657435001 41.942745071500006 0.48068920095000006 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 0.37078231190000005 43.018222997350009 0.37331217625000007 0.4025178887000001 43.680097826700013 49.122847560300009 0.54386096225000014 0.55538756325000016 0.47396784530000008 0.32388251845000005 39.110279783550006 38.625745710700009 0.35471991855000007 0.50278434775000014 0.34608245260000009 37.038444968100009 0.34551360740000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 21 -8 9 10 11 12 15 14 -14 -3 17 -15 -13 -11 -21 22 -4 -24 28 27 -27 29 -23 -26
right_child=-2 8 3 4 -6 -7 7 -9 -10 19 -12 18 13 16 -16 -17 -18 -19 -20 20 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0052967026818732414 -0.0043761759999502098 0.0044696080911132705 0.003818278282161977 -0.0040463301211548265 0.00031327463745852986 0.0040868863824694819 -0.004334565686276156 0.0014054632416898188 -0.0042719205111564013 0.0065196317729374186 -0.0061061335910100843 0.0027976346813483066 -0.003088537331201032 -0.00043834662720278677 0.0019905432348884173 -0.0044553004701639422 0.0043367739807374708 -0.0063669505467789274 -0.0015873672358974163 -0.0037539703475036085 0.0045749548768125549 0.0014204766549058435 -0.00024188476070199845 -0.0071310348488705507 0.0017867695243449901 -0.0054116230560986699 0.0023242151988934045 0.0041344651114551077 0.005200017175789837 -0.00094156539108574831
leaf_weight=5.247521908953785 13.899625146761535 1.336375262588265 7.525904186069968 7.8272596076130858 164.75330092012882 17.469377383589745 11.044804491102697 16.628498606383801 7.2178950551897278 3.9051490724086744 3.6796841584146014 13.63960660248995 6.5265688076615325 5.8931712545454467 28.107736736536026 19.072406776249409 1.675613701343537 5.8273687846958637 6.752300187945365 2.642395781353116 2.4630160927772522 17.356869369745255 12.122753763571383 4.0582661833614102 61.637981548905373 5.9147254200652224 5.0580092258751392 22.334822729229927 16.055157206952572 18.130382999777794
leaf_count=255 757 11 21 52 975 78 105 61 176 8 132 39 33 38 101 305 4 127 40 34 10 64 81 55 206 45 19 85 44 73
internal_value=0.000336733 0.000467251 0.000786429 0.000868718 0.000115548 0.00147234 0.00124151 -0.000885463 -0.000686789 -0.000431896 -0.000763755 -0.000542455 -0.00110503 7.02273e-05 0.00103343 -0.00387089 -0.00242003 -0.00338601 0.00134564 0.00297527 0.000264173 0.00158735 -0.00013228 -0.00196971 0.00186564 0.00146054 -0.0018457 0.00181585 0.00323662 0.00116665
internal_weight=515.805 501.905 393.166 387.918 172.581 215.338 197.868 27.6733 108.739 101.521 92.5108 88.8311 68.4392 48.0305 34.6343 20.4088 13.3962 11.7205 20.3919 9.01056 5.10541 170.195 23.7069 16.181 146.488 113.076 10.9727 102.103 33.412 79.7684
internal_count=4034 3277 2219 1964 1027 937 859 166 1058 882 830 698 619 303 134 316 169 165 79 52 44 693 157 136 536 428 64 364 108 279
is_linear=0
shrinkage=0.0050725


Tree=145
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 1 0 1 0 2 2 2 2 1 0 1 2 2 2 1 1 1 2 2 0 0 2 2 0 1
split_gain=5.41074 2.39419 3.09881 3.05409 2.68798 2.38111 7.43276 4.05776 5.23729 3.99491 3.32629 4.78412 5.20653 3.96723 4.22695 3.51693 3.36007 2.63392 3.58453 2.42089 2.37872 2.96186 2.49893 5.37058 2.37346 2.69299 2.30867 4.66552 2.12417 2.04751
threshold=0.59897907245000015 32.051492741500006 0.38052752915000004 35.419594101850009 0.34398670700000006 0.34219035360000005 0.45994131915000008 0.36006406990000012 0.48637765340000011 39.458743938000005 40.241071441700008 40.563919884450009 40.94178426300001 0.34584293880000011 0.48351845755000006 0.34524415440000006 42.957059535450007 41.872294782850005 43.157831852650006 0.34527409360000011 0.34479506600000004 0.34509445825000007 43.047778594550003 44.169240047700008 0.48200652675000005 0.4778150355000001 42.67709657435001 41.741384785950011 0.47754558250000007 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 8 9 -7 15 -12 24 14 20 -11 26 -10 -19 -16 -14 28 -23 -24 25 -13 27 -15 -22 -9
right_child=-2 3 -4 5 -6 7 -8 29 17 10 11 12 13 16 19 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.036303478736063009 -0.022173931793592987 0.022455277988352257 0.0011025696395932671 -0.0019957466604742791 0.0048402232782920216 0.01186437900816952 -0.041323912759817991 -0.0079822892026720927 0.017842699045229428 -0.00096507726996934327 0.015523948697129036 -0.0076856825167853924 0.010501582585542967 0.01655163382853406 -0.0048406354906356079 -0.023931182026219303 -0.0086707362957835037 -0.0026591514248821718 0.018021974749515345 -0.030055577256771694 -0.00028521168604466883 0.0036739889134054875 -0.027216736299572764 0.01083976790312615 -0.0030909453963540896 -0.046203638089709495 0.020300397425495102 -0.0080304995617328581 -0.021613566246535904 -0.0002279142584679424
leaf_weight=1.8815525739919383 4.8817182597704223 5.2468933295458582 2.4156020442023873 29.424498646520082 19.561837035231292 16.622508400119841 2.4892036952078334 17.731877367012203 15.982941433787344 8.2727244645357114 10.796913252212105 1.4518653322011226 9.4677641838788968 8.8643108606338554 3.7135324105620375 5.1774997897446147 4.6996773835271588 10.209429901093246 6.5835358873009673 3.5634831786155701 3.8404120579361898 32.714636626653373 4.0441083051264277 3.15073312073946 2.5370238274335861 2.1514713689684868 8.9906488507986051 6.3136035520583382 5.318541768938303 196.22218447178602
leaf_count=77 649 24 34 344 134 90 36 157 78 33 34 53 43 41 17 28 36 45 23 28 28 163 52 14 11 14 59 39 30 1620
internal_value=0.000709486 0.00095804 -0.015276 0.00111475 0.0085657 0.00067499 -0.00506326 0.00114646 0.00362 0.00179893 0.000461167 0.00169833 0.000217755 0.00148245 -0.00148026 -0.0098056 0.00823679 0.0114925 0.0054487 -0.0171881 0.000472486 -0.00146263 0.00110949 -0.0105512 -0.0192833 -0.0306839 0.0115245 0.00632613 -0.0126704 -0.000870574
internal_weight=454.323 449.441 4.29715 445.144 24.8087 420.335 31.9137 388.421 174.467 141.691 125.069 111.619 100.822 94.6815 65.8132 13.4502 28.8682 32.7759 16.793 7.27702 58.5362 49.0684 39.9095 7.19484 6.14036 3.60334 24.1686 15.1779 9.15895 213.954
internal_count=4034 3385 111 3274 158 3116 380 2736 959 813 723 662 628 550 375 61 175 146 68 45 330 287 229 66 78 67 139 80 58 1777
is_linear=0
shrinkage=0.0218537


Tree=146
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 2 0 2 2 2 0 0 0 1 1 1 2 0 2 2 1 2 2 1 1 0 2 2 1
split_gain=17.4575 7.68261 11.0701 7.11831 7.75895 5.79679 5.71629 5.69137 6.87941 5.1975 4.75992 4.15531 6.52177 3.93405 7.83672 3.73611 7.711 3.73173 4.56411 3.64482 3.72026 5.89963 3.58164 8.56074 3.45804 11.5908 3.81918 3.36801 5.44873 3.29
threshold=0.57537199485000012 43.680097826700013 0.42018203045000008 0.39091643965000006 0.53475943835000017 47.709122305950011 49.122847560300009 0.47883296910000012 41.942745071500006 45.295823381400005 43.426640904350009 0.39672464895000009 0.39718870690000002 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.46280051495000007 40.636252116050009 0.54228915300000013 42.094663496250007 39.952536079750011 0.41236789315000005 49.835088602800006 50.448116877400004 0.44805544745000009 0.43837010870000009 0.5681267027500001 42.719328117250008 42.434124620650003 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 29 9 -7 8 -4 -3 27 -8 -13 17 19 24 -17 18 -6 20 21 -15 -14 -24 25 26 -16 28 -10 -5
right_child=-2 5 3 4 13 6 11 -9 10 -11 -12 12 22 14 15 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038261821677924072 -0.002693459478800266 -0.00092231006467652886 0.00079083348709681114 -0.0010659381347968579 0.001153246977377544 0.001778474332782335 -0.0060325940676636582 0.0013088647408201586 -0.004482924404992825 -0.004155644996571466 0.0025124001439427784 0.0057385687142730516 -0.0054220821955819716 0.0023274662662920121 0.00034324591982420459 -0.0047607418262074156 0.0013225210628538238 0.0023161957747540197 -0.0025548497241887728 -0.0055845377690402634 4.494880245999135e-05 -0.0044374815164642109 0.0059622106701467809 -0.0040222987136108211 0.0025556266797675479 -0.0044450467970114527 0.0041157889694160531 -0.0043045969125915544 0.00095970319369462968 -0.0041483829211516332
leaf_weight=7.224922275170683 24.313832248561084 28.109726145863533 62.11568521335721 15.472382891923191 17.174097195267681 17.67259864509106 2.1575836837291709 216.29451628774405 3.8178073633462244 8.4571141060441715 3.0796563997864714 1.7880336046218852 2.5512042343616486 2.1644984558224731 8.3128744810819644 4.4888497591018659 6.9336627796292305 21.334362395107746 5.8087480366230002 2.9055006355047217 12.328631572425364 7.6216649152338505 1.8489280007779596 2.8598720245063305 15.990039490163324 5.0224482491612426 6.0725707858800879 6.991911817342042 6.5014772489666939 6.4013162162154904
leaf_count=298 933 333 276 145 61 61 15 822 49 166 17 4 26 9 36 47 28 61 30 23 55 90 7 79 45 42 18 104 40 114
internal_value=0.000300124 0.00044298 0.000613451 0.000686879 7.70415e-06 -0.000713696 0.000497357 0.00100063 0.000192563 -0.00167011 -0.00162992 -0.00152312 -0.000447793 0.000379751 -0.00014294 0.000730151 -0.0010681 0.00122706 0.000216052 -0.00177675 -0.00127648 -0.00294121 -0.0019714 -0.000101844 0.00131042 0.000284511 0.00193576 -0.00236684 -0.0010539 -0.00196801
internal_weight=533.817 509.503 444.058 436.833 138.032 65.4451 28.8782 298.801 82.5065 36.5668 20.3909 11.2056 9.04804 116.158 71.8407 46.8204 11.4225 44.3172 22.9828 25.0203 22.1148 9.78616 7.26 4.7088 35.3979 19.4079 14.3854 17.3112 10.3193 21.8737
internal_count=4034 3101 2410 2112 804 691 192 1308 486 499 210 131 116 545 393 216 75 152 91 177 154 99 112 86 141 96 54 193 89 259
is_linear=0
shrinkage=0.00361617


Tree=147
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 1 2 2 0 0 0 1 0 2 0 0 1 0 2 0 1 2 0 1 2 2 1 2 0 2
split_gain=10.7171 5.73407 7.42907 6.17936 5.93402 5.24982 4.2153 4.78569 7.81071 4.08404 4.64469 4.07195 3.93103 3.92115 3.87842 3.80909 6.19537 7.72491 3.81544 5.60238 7.81039 3.53736 7.45347 4.86373 4.38684 3.63488 3.32629 3.31432 3.30788 3.2995
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.50706565670000014 0.37977904855000005 0.38370108680000009 42.67709657435001 42.198888176300009 0.49094338495000006 0.55769288345000012 0.54228915300000013 0.40301188585000008 0.54386096225000014 42.434124620650003 0.55538756325000016 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.625745710700009 0.52432561900000019 0.39382054430000007 47.927946529500012 0.47769527860000011 0.37078231190000005 43.018222997350009 49.122847560300009 0.4025178887000001 39.861052345600008 0.56859076075000015 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 27 -6 7 29 13 10 11 21 -12 -9 -14 -7 -17 -18 28 -20 -21 22 -3 24 -24 -23 -25 -5 -19 -4
right_child=-2 9 3 4 5 15 -8 8 -10 -11 12 -13 14 -15 -16 16 17 18 19 20 -22 25 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0060223405870173091 -0.0048702322897799443 -0.0042309846123800522 0.0029825681140031534 -0.0011309888015291886 0.0052763718923108816 -0.0052814188184519316 0.0044063161594280866 -0.0080329589051211653 0.0050638225694234224 -0.0049676575900764316 0.0077687631679758526 -0.0070287810197673731 -0.0047514763172488619 -0.0014636022040447193 0.0053965739336599653 0.0051301296873210896 -0.0099409725499171805 -0.00088290546362205526 0.0046126861551707794 -0.0073754289451492981 0.0006268162326022841 0.0032235976610567583 -0.0032249061279519147 -0.0040736692079887237 0.0022375102412951916 -0.0019447683511911599 0.0046738698299051201 -0.0078684485378936967 -0.0068067628024595199 0.0011575311807270922
leaf_weight=5.2101968349888912 12.716716613620518 19.226699324324727 43.488055048510432 5.1591113954782468 6.8421009853482238 4.1857488043606272 15.842952758073805 4.594310428947213 4.4532754346728316 6.9883787026628843 3.9995600879192335 3.3575576581060878 2.5960042662918568 8.682528503239153 2.3936374485492706 8.2349855601787549 2.5384034030139437 31.446527495980263 10.969546157866715 4.219276748597621 91.4720843359828 13.635952085256578 5.9588498175144187 11.195248100906607 26.404348835349083 6.7159528136253348 1.6492071449756629 4.5381961241364479 3.4600210785865775 132.75544496346265
leaf_count=255 757 316 178 24 17 27 78 40 13 176 8 132 34 56 10 20 18 234 33 65 461 39 33 165 101 40 4 38 90 572
internal_value=0.000341881 0.00047654 0.000798024 0.000890834 8.64647e-05 0.00034589 0.00155431 0.00132137 -0.00152639 -0.00072173 -0.00041625 -0.000817821 0.00352136 -0.00373686 0.00011676 0.000130368 0.000279064 1.84748e-06 0.000180129 0.000720192 0.000273977 -0.000571865 -0.00123199 4.34818e-05 0.00123175 0.00151808 -0.0029505 -0.00428402 -0.00147009 0.00160786
internal_weight=504.931 492.214 388.093 382.883 173.066 163.369 209.817 193.974 17.7301 104.121 97.133 88.1438 8.9892 13.2768 4.98964 156.527 152.341 144.106 141.567 106.661 95.6914 84.7863 64.4344 45.2077 32.3632 20.3519 12.8445 9.69731 34.9065 176.244
internal_count=4034 3277 2219 1964 1027 965 937 859 109 1058 882 830 52 96 44 948 921 901 883 559 526 698 619 303 134 79 169 62 324 750
is_linear=0
shrinkage=0.00575046


Tree=148
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 1 0 2 0 2 1 2 2 1 1 0 1 2 2 1 1 2 1 0 0 1 1 2 0
split_gain=5.37784 2.41695 3.92651 3.09369 2.52774 2.52635 2.49677 3.88322 2.50044 3.37944 3.33339 4.74549 3.00788 2.69619 2.17911 3.88317 3.67443 5.09593 2.75633 2.7114 4.3028 3.3708 3.00599 3.68136 2.90562 3.17406 2.67905 3.90647 4.76101 3.04834
threshold=0.48627286610000009 0.54646567465000018 0.55481871800000016 0.42953803780000005 0.42209814075000007 0.47721625100000004 0.4301667614500001 0.55769288345000012 40.206947806850003 0.57537199485000012 39.458743938000005 0.44805544745000009 40.316494640950005 36.257608591500009 0.37078231190000005 0.36945001650000003 0.53833717555000005 0.40301188585000008 37.198331469900005 40.720231579350006 0.37413550490000008 0.39814676205000005 40.316494640950005 0.39072183470000005 0.52770875125000016 0.52889135055000014 0.39587138110000003 0.39408999735000005 41.898943182100005 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 -4 9 10 11 13 -10 -8 15 -7 17 19 -18 20 -16 26 23 -22 -25 -26 27 28 -21 -30
right_child=-2 2 6 -5 -6 14 8 -9 12 -11 -12 -13 -14 -15 16 -17 18 -19 -20 21 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0016594421999256818 -0.018969097163180994 -0.015884599962317034 0.002135522977828967 -0.030504405163347188 0.0047489887046286592 0.0029753419285742325 0.004062681096537046 -0.023775929087828676 0.029645340705095106 -0.019616102589912896 -0.016129420796941484 0.0097928907999683193 0.0029608150639717037 -0.025128445758469668 -0.017242772208675872 0.017203401184168812 -0.0090204864860889931 -0.022621323015776882 0.0060971035241738436 -0.026423436241372156 0.004894544958440562 0.011676769135315335 0.016426307853276721 -0.019125978139604378 0.01476243747675045 -0.0092668351933867087 -0.0213480102596924 0.01384175959070854 0.0022171040660468786 -0.01672091927098341
leaf_weight=72.766999658197165 4.7347666611894956 4.7505008615553361 4.1599603071808806 2.507657751441001 3.5393970627337694 166.0815366730094 1.8628561794757903 3.7631583148613572 1.5128161655738939 3.827015070244669 3.7833116799592963 10.913408428430555 31.286305034533143 2.5750315859913826 3.8438548743724814 6.8220498301088801 4.5763874948024741 3.869936764240264 41.318109359592199 3.9412158206105365 31.054109573364258 3.4380727335810652 5.1475095078349105 4.3776788031682363 2.9708147011697275 5.1045479625463486 4.1793691311031571 3.1472798213362685 9.7731250934302789 4.1308058798313132
leaf_count=882 597 56 31 27 22 768 16 67 5 182 32 48 320 32 27 30 26 154 150 39 112 21 17 67 16 43 113 12 67 55
internal_value=0.000626365 0.000832074 -0.00221011 -0.0125163 -0.00707503 0.00143383 -0.000462696 -0.0101714 0.000916821 -0.00376098 -0.000589882 0.00323982 0.0041916 -0.0128751 0.00217479 0.00353672 0.000375472 -0.00190049 0.00458965 -0.000911834 0.00158286 -0.00548954 0.00307014 0.00148991 -0.00700021 -0.000426797 -0.00783419 -0.00514373 -0.00849213 -0.00340931
internal_weight=455.76 451.025 74.4814 10.7976 8.2899 376.543 63.6839 7.92312 55.7607 22.9616 19.1346 15.3513 32.7991 4.43789 303.776 172.904 130.873 84.9783 45.8945 81.1084 52.4985 28.6099 48.6547 43.5072 12.453 8.07536 25.1718 20.9924 17.8451 13.9039
internal_count=4034 3437 838 105 78 2599 733 98 635 310 128 96 325 48 1717 798 919 743 176 589 282 307 255 238 126 59 286 173 161 122
is_linear=0
shrinkage=0.0184828


Tree=149
num_leaves=31
num_cat=0
split_feature=1 2 1 0 2 1 1 1 2 2 2 0 2 1 2 0 2 1 0 1 1 0 0 1 1 2 0 0 0 1
split_gain=4.82177 2.16772 2.72688 4.13105 2.68853 2.52959 4.25272 2.66858 3.65525 2.12723 4.14637 3.65362 5.5904 3.94103 3.68529 3.03142 2.4396 5.47801 2.0346 2.80982 5.27697 3.9596 4.39994 5.86185 4.43811 3.88556 2.9838 7.15083 5.10825 3.44492
threshold=0.48627286610000009 32.051492741500006 0.38052752915000004 0.53866650695000018 35.419594101850009 0.34398670700000006 0.36359689830000008 0.40955360615000008 33.151194885250007 37.038444968100009 37.828051409500013 0.5296248615500001 36.620308449100001 0.45628873390000008 36.364346611650006 0.5231430197000001 38.064633603500006 0.37347684200000003 0.47700667645000011 0.35651627195000007 0.34829795515000012 0.50339810185000011 0.5054040298000001 0.37668033890000002 0.37078231190000005 43.426640904350009 0.51675099550000014 0.5216909673500002 0.52366695610000014 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 -4 5 -3 -7 -8 -9 11 15 12 14 -13 -6 -11 17 -12 -18 20 -20 25 -23 24 -24 -21 -25 -28 -29 -30
right_child=-2 4 3 -5 9 6 7 8 -10 10 16 13 -14 -15 -16 -17 18 -19 19 21 -22 22 23 26 -26 -27 27 28 29 -31
leaf_value=-0.031841152847090839 -0.020304467395639857 0.019776394998536638 0.024111495285823421 -0.027249493359195208 -0.00077007057147241592 -0.023074491215808325 0.011033459583337563 0.018882023812827064 -0.023696045140274055 0.016072453536577755 0.010097721017030291 -0.029101415625134814 -0.019275334216921992 0.010050943864520861 0.023517971148115702 -0.00012092273394141595 -0.0030866452247106471 -0.035862920253514466 0.002023733318250307 -0.019458758940713319 0.015015019330611588 0.015974429996047701 0.0037627762004796938 0.013040513686603668 -0.028597782410922024 0.005166147365719442 -0.023456951942710871 0.013383152876469451 -0.0069894518515025775 0.0011824923389613844
leaf_weight=1.7966548562981177 4.2932306514121583 5.0779662039130953 1.3252087533473971 1.1498941001482306 8.1745084850117617 2.0332348383963135 14.120376827195289 1.2358750794082873 2.2104656947776675 11.882232440635564 1.8851495441049326 4.1225765999406567 4.6009278800338498 1.3390703443437812 3.510956570506095 7.3601759476587167 50.579502496868372 2.2203965960070491 130.61713371798396 7.954232292249797 13.569381281733511 6.7567718056961885 2.5272020846605292 7.0883053718134752 4.8904099501669407 3.6868428094312549 4.9903260981664053 11.456375278998165 25.300474814139307 102.21811481751502
leaf_count=77 597 24 3 46 82 26 49 9 61 52 14 56 35 29 13 65 628 29 611 60 62 28 13 39 50 44 38 46 321 827
internal_value=0.000608081 0.000809531 -0.0132472 0.000249983 0.000945566 0.00730455 0.00407334 0.00721553 -0.00842734 0.000569001 0.000901413 -0.0054682 -0.000761912 -0.0195022 0.00652739 0.00987853 0.000441678 -0.0147591 0.000609605 0.00119192 0.00324634 -0.000482884 0.000304582 -0.000363537 -0.0175724 -0.0116598 0.000481521 -0.000136837 0.000700544 -0.000438872
internal_weight=449.974 445.681 4.27176 2.4751 441.409 24.6779 19.6 17.5667 3.44634 416.731 394.983 21.748 16.2864 5.46165 11.6855 19.2424 375.741 4.10555 371.635 321.056 144.187 176.869 165.228 158.471 7.41761 11.6411 151.054 143.965 138.975 127.519
internal_count=4034 3437 126 49 3311 169 145 119 70 3142 2927 215 130 85 95 117 2810 43 2767 2139 673 1466 1362 1334 63 104 1271 1232 1194 1148
is_linear=0
shrinkage=0.0198279


Tree=150
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 1 1 0 1 1 2 1 2 2 2 1 1 2 1 2 2 2 0 2 1 1 0 0
split_gain=17.1642 8.52019 14.7592 9.18804 5.12595 4.59772 6.13112 5.43502 4.97702 4.51788 7.32568 4.32486 5.94722 6.18842 3.84574 5.53565 3.68433 3.49923 8.53951 3.44906 8.44489 3.43466 3.29197 3.00317 2.98155 2.80991 2.76658 10.9859 3.82914 2.54178
threshold=0.57619532350000013 0.39072183470000005 0.47721625100000004 0.53544804050000006 43.89540535710001 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.54499865270000014 0.4349121284000001 0.39587138110000003 37.784765830350004 0.39476362980000007 44.952171034750002 35.171584490050009 42.094663496250007 0.45368402140000008 0.46280051495000007 39.952536079750011 0.40955360615000008 41.385032804600009 38.064633603500006 37.198331469900005 0.47700667645000011 44.756878345700009 0.44805544745000009 0.43929822460000006 0.5681267027500001 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 2 5 11 9 6 7 8 14 23 16 12 -3 21 15 -1 19 26 -19 20 -11 -14 -8 -5 25 -7 27 28 -12 -4
right_child=-2 3 29 4 -6 24 22 -9 -10 10 17 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036206030059598945 -0.0030681595914441953 -0.0066386206477210717 0.0013902180425223098 -0.0015277432130222685 -0.0028572972694010735 -0.003447509183821557 0.0035871155292786744 -0.0042856016048471177 0.0023145360667423506 0.0048903783008439217 0.00040911887868943071 -0.00336696407939986 0.00081277214662278836 0.0051204437126370246 0.00010108948427471356 -0.0049049927806031398 -0.0060729355255121405 -0.0054032908393601255 0.0016705364785292321 6.8479045649412371e-05 -0.0050045781032095841 -0.0035773440124691903 0.00016059968425753574 0.0018584168707699909 0.00017079654563922141 0.00023584093556439008 0.0026895912864045345 -0.0047584295007326288 0.0045018832218286812 -0.00099054423911728163
leaf_weight=1.5656441189348713 24.100970743224025 2.3905875943601158 257.42956067249179 4.963733196258544 8.4237215928733331 17.525073823519058 10.027367277070882 6.5516261570155612 9.4893608614802343 1.7798379212617925 9.2377179265022296 20.113935450091958 7.0288339518010599 3.5073468685150138 14.088952731341122 7.1343545150011778 3.1991091892123213 4.79897343367338 7.1832880862057209 12.479714356362818 7.9433129727840424 5.2469469644129276 8.9416460022330266 39.973039947450161 8.344527527689932 4.3602106198668471 15.808915436267851 5.205256536602973 6.6120112687349311 7.7885984517633906
leaf_count=17 920 23 1000 25 154 276 33 96 46 4 39 355 40 7 77 195 26 50 29 55 95 68 39 121 38 58 45 43 19 41
internal_value=0.000319074 0.000476325 0.000836791 -0.000291225 0.000238057 -0.00061996 5.8652e-05 -0.000876008 -0.000183952 0.00045683 -0.000165069 -0.00205526 -0.000603527 0.000310577 -0.00122433 -0.00337073 -0.00195348 0.000764977 -0.00116258 -0.00135993 -0.00319329 -0.00106366 0.00197192 0.00148438 -0.00191746 -0.00271367 0.00139151 0.00041686 0.00211649 0.0013203
internal_weight=543.244 519.143 353.247 165.896 127.609 88.0288 57.799 38.8299 32.2783 119.185 74.2481 38.2877 18.1737 15.7831 22.789 8.7 25.402 48.8462 11.9823 22.2029 9.72315 12.2758 18.969 44.9368 30.2298 21.8853 36.8639 21.055 15.8497 265.218
internal_count=4034 3114 1916 1198 705 875 503 431 335 551 405 493 138 115 289 212 180 225 79 154 99 108 72 146 372 334 146 101 58 1041
is_linear=0
shrinkage=0.00410586


Tree=151
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 2 0 0 0 1 2 0 2 2 0 0 0 1 2 0 1 0 0 1 1 0 1 2 0 0
split_gain=13.9081 6.62754 8.11827 5.65481 5.2231 6.46963 6.84472 3.55531 4.09669 4.90972 4.64819 10.5265 6.06381 4.61488 3.36895 3.53351 3.31978 6.20509 5.38969 3.01961 4.76948 2.96034 5.51794 6.05153 4.35252 3.5846 9.00917 3.38051 3.56061 7.43753
threshold=0.57537199485000012 42.719328117250008 0.42018203045000008 0.37078231190000005 42.67709657435001 41.942745071500006 0.48068920095000006 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 44.421469061800003 49.122847560300009 0.54386096225000014 0.55538756325000016 0.47396784530000008 0.32388251845000005 39.110279783550006 0.52404119640000013 0.39814676205000005 0.56643513670000012 0.54646567465000018 0.46280051495000007 0.43837010870000009 0.53544804050000006 0.3975479776000001 40.720231579350006 0.51191581090000016 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 16 -7 8 9 10 11 -3 19 -12 -10 -16 17 -4 -19 -13 -21 22 25 -24 -23 26 27 28 29 -5
right_child=-2 7 3 21 -6 6 -8 -9 14 -11 13 12 -14 -15 15 -17 -18 18 -20 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052288069945131471 -0.0034730299290601403 -0.0038939137878655924 0.0036084315257089838 0.0027451060860088062 0.0046414526024924404 -0.0040681257615734481 0.0010976937998380557 -0.0040471624270642815 0.0062270430846610167 -0.0058328553882741 0.0032852829885402948 0.0013860545122453233 -0.0046878939312104129 -0.0016903420183854924 -0.003483723064901099 0.0045150293049600262 0.0019355828501521806 -0.00020225868723423388 -0.0069663119777922675 -0.0063279265520486483 0.0020577520310447297 0.0046708350582733834 -0.0023760046045633487 0.003908934243422881 0.00016935514169363027 0.0016594034956960903 -0.0058430186628658206 -0.001749958334700776 0.0015422966667643439 -0.0076826416777758914
leaf_weight=5.4052820391952983 22.632891230285168 21.584361702203751 7.5443691387772587 3.4852295666933051 12.240398168563841 10.749554615467789 15.627943016588686 6.722752856090664 4.0821349918842298 4.2836409173905841 14.324179559946062 38.868661344051361 5.4969633072614661 6.8381820358335963 2.9346483200788498 2.5742579251527786 141.87406808882952 11.670979071408508 3.9032988268882027 3.4437005519866934 3.2960644140839577 8.8605191782116908 32.96675331890583 4.3002409338951102 13.398651998490093 44.677062913775444 6.27597134374082 14.031292401254175 43.379147712141275 3.3125829473137856
leaf_count=253 933 327 21 14 58 105 59 125 9 132 39 153 97 40 36 10 518 77 53 56 13 32 228 13 64 155 103 110 171 30
internal_value=0.000347345 0.000520919 0.000834821 0.000921461 0.00148577 0.00128392 -0.00100752 -0.000531471 -0.000312072 -0.000615856 -0.000377739 -0.00097609 0.000256253 0.00167751 0.00279625 0.000254016 0.00165026 -0.000100733 -0.0018975 0.000852147 -0.00222693 0.000263724 1.58378e-05 -0.00165079 0.00196122 0.000555169 -0.000144761 0.00041221 0.00101683 -0.00233635
internal_weight=520.786 498.153 383.703 378.298 203.611 191.37 26.3775 114.45 107.727 98.1358 93.8521 72.6898 51.1054 21.1624 9.59104 5.50891 164.993 23.1186 15.5743 45.6084 6.73976 174.687 152.428 37.267 22.2592 115.161 70.4842 64.2083 50.177 6.79781
internal_count=4034 3101 2064 1811 891 833 164 1037 912 857 725 646 319 79 55 46 669 151 130 222 69 920 824 241 96 583 428 325 215 44
is_linear=0
shrinkage=0.004983


Tree=152
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 2 2 0 0 1 1 2 0 0 1 1 2 1 2 2 2 2 2 2 1 2 0 1
split_gain=13.8075 6.36194 7.70812 7.93657 5.46919 4.81298 5.11446 5.02723 4.46959 4.16466 5.68625 5.57171 3.85774 5.43284 3.74371 8.37533 5.04956 3.47352 4.82376 5.29407 3.46907 4.48496 3.25222 3.2437 3.11954 3.47965 2.94539 2.81515 5.85534 3.22883
threshold=0.5718990449500001 0.42569084760000003 0.39072183470000005 0.53544804050000006 44.952171034750002 0.47883296910000012 41.872294782850005 47.927946529500012 43.89540535710001 0.57152480465000022 0.54499865270000014 0.44805544745000009 0.45206730335000006 39.458743938000005 0.45798030000000006 0.47396784530000008 0.34542378970000004 0.39587138110000003 37.784765830350004 0.39476362980000007 40.00488309970001 40.890797847750008 41.385032804600009 41.741384785950011 44.262924377150007 47.927946529500012 0.44922307715000004 40.636252116050009 0.54228915300000013 0.41988263825000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 17 -1 6 23 14 9 10 27 -12 -13 -14 -8 -16 -17 18 -4 22 -2 26 -20 -3 -7 -26 -22 28 -5 -29
right_child=20 2 3 8 -6 24 7 -9 -10 -11 11 12 13 -15 15 16 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0037636990772591909 -0.0046796098143152155 0.00062874963603366796 -0.0064545984571023453 0.0017721289449671633 0.00016423516844391362 0.0014136812247336524 -0.0049140347701783476 0.0036970127538932004 -0.0027640584485399836 0.0043457461458171944 -0.0015104083058600096 0.0036808901284085568 0.0020632260328329916 -0.0028906876882360466 0.0051493227405609984 -0.0044001833333745148 -0.00022374377432964109 -0.0032907837118279219 0.00083560890867894887 0.0050025366136858271 0.0053499447566126412 -0.002771934301943444 -0.0037329374244578668 0.0043701805927715814 -0.0041331738449408104 0.0014451074609927532 -0.0013752089979984505 0.0010163675124660722 -0.0032551290907991063 0.0042358118742478936
leaf_weight=11.586324333213271 9.6719316309317964 52.504352997988462 2.2385814599692848 15.930611006915571 14.640698105096815 213.87116072699428 5.4827990420162704 3.4867795407772055 7.9163446128368369 5.0555381774902335 36.972335573285818 7.4651254564523724 9.6195291616022605 6.9628538191318503 3.4631369840353754 9.2155648209154624 12.375155530869959 17.929841171018779 6.7366940826177579 3.3468366414308539 2.4231533557176617 13.501306968741117 4.9190543703734875 4.5982233583927146 3.9839621819555742 4.1821435615420341 2.3315571062266827 11.635013021528723 5.7540532052516928 11.112665228545664
leaf_count=354 393 239 23 52 81 835 104 9 143 14 240 19 40 46 24 110 89 355 40 7 5 513 68 13 43 15 66 39 30 25
internal_value=0.000310529 0.000476053 0.000591077 -0.000192726 -0.00157101 0.000975503 0.000148903 -0.00116209 0.000336428 0.000558535 0.00037697 -0.000469441 0.00113102 -1.68958e-05 -0.00171692 -0.00101726 -0.00200637 -0.00197444 -0.000605513 0.000267247 -0.0026113 -0.00151552 -0.00109245 0.000930031 0.00131475 -0.00127634 0.00205215 0.00153936 0.00043814 0.00258913
internal_weight=520.913 492.985 466.758 153.595 26.227 313.163 91.126 34.0234 118.424 110.508 105.452 61.0198 24.0475 16.5824 30.5367 25.0539 21.5907 35.171 17.2412 15.0026 27.9279 18.256 11.6557 57.1026 222.037 8.16611 4.75471 44.4323 21.6847 22.7477
internal_count=4034 3057 2622 1141 435 1481 588 336 648 505 491 345 105 86 327 223 199 493 138 115 977 584 108 252 893 58 71 146 82 64
is_linear=0
shrinkage=0.00427152


Tree=153
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 1 0 1 0 0 2 1 1 1 0 1 1 1 1 0 0 1 0 2 2 0 1 1 1 0
split_gain=16.0781 7.20108 12.8235 5.80001 4.05668 7.36191 4.20431 3.98174 3.81798 7.47105 3.79203 4.08511 3.69276 5.69363 3.66779 3.35374 4.8032 3.86719 4.12277 2.82576 4.24127 3.83674 2.59683 2.53405 4.23097 2.5231 5.97164 4.22376 7.32871 3.30564
threshold=0.45368402140000008 0.47721625100000004 0.37078231190000005 43.680097826700013 0.44805544745000009 0.43967246490000006 0.57619532350000013 0.36945001650000003 0.5681267027500001 0.54646567465000018 41.827117825850003 0.43287626120000006 0.41714319930000004 0.40667944075000007 0.56395018115000017 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.3055746834000001 0.53158588065000012 0.54386096225000014 0.3782970569500001 0.45350438610000005 42.198888176300009 39.458743938000005 0.51191581090000016 0.37473428940000003 0.39091643965000006 0.39382054430000007 0.53475943835000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 7 4 5 8 -7 -3 9 12 11 -11 13 25 -2 16 17 18 -1 21 -21 -5 -17 24 -6 26 -4 -27 -29 -30
right_child=14 2 3 19 23 6 -8 -9 -10 10 -12 -13 -14 -15 -16 22 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.0045121428580229602 0.00036305609002825075 0.0013579444199572108 0.00037048650802935492 0.00053533614438506486 0.0032770490406196688 -0.0069272541060043042 0.00082495519720189407 0.0042670538978877475 0.0028004037579841099 -0.0018992388769955137 0.0002740115163005738 -0.0065243668151861826 0.0018433836343624821 -0.0043102821730536143 -0.003288955225856296 -0.0046889914611934792 0.0018058219852338676 -0.0040823803854103235 0.00023524086152736028 0.0012768478352440684 -0.0033143415173371178 -0.0050468470789594043 -0.0012407203347356399 0.0043858427681012589 -0.0018204441751670526 0.0015153442076128957 -0.0066582841370019007 -0.0049457291480164336 -0.0010390258105214274 0.0016271522633647441
leaf_weight=3.6837079152464858 6.0599559582769897 193.62919062376022 7.8094259649515134 3.0392292067408579 6.5938146300613898 4.1216362118720999 1.7933225370943544 8.7852989733219129 9.6571490652859193 14.30932073667646 9.505644887685774 4.4786904305219641 28.399761538952589 4.9381271712481967 25.934701323509216 4.638694882392886 17.606123946607113 5.6718482188880435 28.918271689675748 8.4664942808449251 6.2449794020503751 7.9581767320632935 24.529012307524681 6.0885051395744076 5.203719399869442 42.878121316432953 2.9840869791805744 5.4655257984995833 16.116253983229399 17.140735760331154
leaf_count=125 36 768 42 18 25 34 25 30 54 114 40 38 104 33 924 140 72 96 210 48 104 214 239 15 38 139 31 80 141 57
internal_value=0.0003074 0.000493024 0.000722314 -1.06068e-06 0.000257079 5.51878e-05 -0.00457691 0.00148421 0.000222576 6.0951e-05 -0.00190123 -0.00300178 0.000502504 0.00011126 -0.00259725 -0.000627463 -2.11126e-05 -0.00086151 -0.000301168 -0.00188356 -0.000672099 -0.00350416 -0.00178912 0.00217144 0.00102862 0.000347575 -0.00157276 0.000601582 -0.000410243 0.000335129
internal_weight=532.65 500.655 415.607 213.193 187.484 169.598 5.91496 202.414 163.683 154.026 28.2937 18.788 125.732 97.3323 31.9947 85.0477 55.88 38.2738 32.602 25.7089 14.7115 10.9974 29.1677 17.886 11.7975 92.3941 10.7935 81.6006 38.7225 33.257
internal_count=4034 3074 2192 1394 1010 932 59 798 873 819 192 152 627 523 960 882 503 431 335 384 152 232 379 78 63 490 73 417 278 198
is_linear=0
shrinkage=0.00422636


Tree=154
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 2 2 2 0 1 1 2 0 2 2 2 0 0 2 2 2 2 1 0 0 1 1 0 1 0
split_gain=15.1522 6.16405 7.88116 5.7704 5.10427 4.59471 4.9062 4.73159 4.39856 6.26254 5.18299 3.83498 3.78582 6.10554 6.09591 4.56047 4.63074 3.44133 3.37755 4.79949 5.93482 5.57988 5.49891 3.0424 2.97921 6.87329 2.86088 3.47203 5.03483 5.65851
threshold=0.5718990449500001 42.779078631750004 0.42018203045000008 0.50706565670000014 0.5681267027500001 33.96174662340001 38.400997490450003 42.67709657435001 0.54646567465000018 0.46280051495000007 0.37668033890000002 41.827117825850003 0.48447651265000008 39.749124837650008 42.198888176300009 41.481306584950012 0.49094338495000006 0.47754558250000007 40.00488309970001 42.536568606950006 42.402981339000007 41.218101594450012 0.45280081435000008 0.48119816770000007 0.47396784530000008 0.32388251845000005 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.53544804050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 -4 -7 12 10 11 -5 -10 14 -14 24 -15 -17 -16 -2 20 21 22 -20 -9 25 -8 -12 -28 -29 -30
right_child=18 -3 3 4 -6 6 7 23 9 -11 26 -13 13 15 17 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0052385798506349428 -0.0054799190329141954 -0.00049557622703330282 -0.0036046022732617168 -0.0035336604921124282 0.0030885656713598867 0.0031782566938519338 0.0022501228690768827 0.0003088216208267158 -0.0030515828291095993 0.003669243180165815 0.0035262748838195456 0.00076563743057292703 -0.0031303268452640477 0.0042107422558937168 -0.00023229095271697878 -0.0021025938048451274 0.0030311997435778322 -0.0062572838169642929 0.0043181820104379095 -0.0053151997866881292 0.0079754199878059144 -0.0064114301637422247 -0.0054888952592202968 0.0052101201741519476 0.0011457576717655345 -0.0052053774686922271 -0.0038373967991954835 0.004477555129937057 -0.0010525221647783509 0.001590590968861235
leaf_weight=5.265507945790886 10.220605115406217 108.98348311334848 4.3625042568892232 7.4819589108228675 14.495842121541498 39.877244578674436 6.2090031802654249 4.4289387166500083 27.966717984527349 5.3339903354644767 8.7921779975295049 8.6755085960030538 4.949520915746688 23.676746722310781 4.5423176586627942 7.639520816504958 10.490266673266886 5.0219698250293732 4.5434297844767588 6.7386143682524553 1.9505961704999197 3.7919146921485662 2.1047634398564696 11.355780705809591 83.297829301096499 6.23497499153018 4.3584042713046065 8.2649689018726331 37.859394326806068 44.131471060216427
leaf_count=255 393 992 35 52 52 143 21 23 208 17 25 34 28 93 39 36 38 44 14 345 13 127 85 55 309 73 27 20 286 152
internal_value=0.000349284 0.000557438 0.000855742 0.000940312 0.000244005 0.00148978 0.00159677 0.00122103 -2.57393e-05 -0.00140863 0.000497745 -0.00214781 0.000949704 0.00213744 0.000422347 0.0027611 0.000867924 -0.00339587 -0.00315208 -0.00190834 -5.5545e-05 -0.00155602 0.00121334 0.00383489 0.000803774 -0.00148541 0.000789437 0.000535112 0.000746258 0.00037013
internal_weight=523.046 493.696 384.713 379.447 167.36 212.087 207.724 167.847 152.865 41.9762 110.888 36.6422 152.062 46.7561 105.306 41.8065 18.1298 9.56429 29.3499 19.1293 12.3907 10.4401 6.64819 15.7847 95.7418 12.444 103.406 94.6142 90.2558 81.9909
internal_count=4034 3057 2065 1810 873 937 902 759 821 259 562 242 681 195 486 167 74 83 977 584 239 226 99 78 403 94 510 485 458 438
is_linear=0
shrinkage=0.00501583


Tree=155
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 2 2 0 2 2 2 0 2 2 0 0 0 2 2 0 0 2 2 0 0 2 2 0 1
split_gain=10.8442 5.26031 7.31833 4.97375 6.24447 5.00877 4.74962 6.70342 3.65582 3.42984 3.35563 4.70394 3.262 3.07295 5.4516 3.11334 3.67796 3.74673 3.0063 7.45969 4.117 5.16063 4.92326 3.9059 3.73419 5.66256 3.61881 6.463 3.25071 4.47681
threshold=0.5718990449500001 42.779078631750004 0.42018203045000008 0.35862698720000002 0.49336846205000007 0.36359689830000008 42.67709657435001 42.283941020600004 0.57152480465000022 42.434124620650003 40.00488309970001 40.890797847750008 0.48119816770000007 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 0.47997065955000012 47.709122305950011 45.295823381400005 0.47769527860000011 0.4778150355000001 44.756878345700009 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 0.48271009850000007 0.36160593995000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 -4 -7 -9 -2 -12 -8 15 -15 16 17 -3 19 20 22 -22 -16 -20 -25 -26 -27 -28 -23 -30
right_child=10 13 3 5 -6 8 12 9 -10 -11 11 -13 -14 14 18 -17 -18 -19 23 -21 21 28 -24 24 25 26 27 -29 29 -31
leaf_value=-0.0059700444798523938 -0.0061981575060325693 -0.0073642459249475441 0.0014261086060928271 -0.0053564232893205249 0.0055393694285872791 0.00037354229377976536 0.00018143679343148801 -0.0076789613180594588 0.00555841736688544 -0.0010221976396579927 0.0031196376671569714 -0.0035804736939977397 0.0060542016305166618 0.0058661163815313111 -0.005150989461425037 0.0010341931388548351 -0.010145240379389964 0.0032484823581148737 0.0027148354672329143 -0.0065229540703992967 0.0082999153495164294 -0.0038639085652116441 0.0027696312929310898 -0.0086810202045378027 0.0089224802266381509 -0.0081047684136498089 0.0084772974066057889 -0.0061888455633229717 0.0033368446198824724 -0.0010487348824790796
leaf_weight=4.9846204514615229 8.3278731219470519 2.1641580201685411 136.99079432338476 4.8741419762372962 12.633757464587687 182.51642842497677 4.2720576971769306 3.5993891395628443 4.5320776402950278 8.3701327145099622 4.641848209314051 12.814038358628748 10.982233688235283 4.5567833781242362 10.30296318605542 3.5031608901917934 3.1691381931304932 2.1629227176308632 17.086323596537117 7.5771963875740758 2.5375008583068839 6.2376334294676772 3.3921464532613745 2.0252349972724906 1.791746050119398 2.384649246931076 1.8679377697408202 2.0488180890679359 12.291841059923174 19.700920253060758
leaf_count=255 393 36 568 49 51 971 20 29 14 54 71 513 54 14 171 22 24 6 61 164 4 35 29 15 4 26 7 74 41 259
internal_value=0.000382727 0.000576822 0.000893411 0.000986183 0.0016761 0.000350458 0.00137888 0.00106853 0.000499169 -0.00302397 -0.00321974 -0.00179879 0.0044095 -0.000552243 -0.000217861 -0.00340382 -0.00547781 -0.0020594 -0.000528505 -0.00122158 -0.000484019 0.000424705 -0.00318913 0.00105204 -0.00175582 -2.28546e-05 -0.00256638 0.000805576 -9.80038e-05 0.000636235
internal_weight=504.34 478.557 373.756 368.771 176.848 191.923 164.215 148.96 187.049 11.9695 25.7838 17.4559 15.2543 104.801 93.8017 10.9994 7.49622 4.32708 89.2449 62.0402 54.463 40.7679 13.6951 27.2047 10.1184 8.09315 6.30141 3.91676 38.2304 31.9928
internal_count=4034 3057 2065 1810 776 1034 725 651 985 83 977 584 74 992 904 88 66 42 890 703 539 339 200 187 126 111 107 81 335 300
is_linear=0
shrinkage=0.00570254


Tree=156
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 1 2 2 2 2 2 2 1 1 0 0 2 0 0 1 1 1 0 0 0 2 2 2
split_gain=19.7179 9.03438 11.903 10.8628 6.32573 5.62433 6.53697 6.48439 5.55887 4.93384 4.96222 6.54765 6.43679 5.87576 3.74505 4.844 9.48244 3.98211 3.93823 3.73694 5.86171 3.8615 3.61251 6.5306 6.75158 3.52616 4.15036 3.24198 5.01367 6.02435
threshold=0.5718990449500001 0.43780126340000008 0.39091643965000006 0.53475943835000017 48.226196960950006 0.47883296910000012 41.872294782850005 0.36042334060000009 48.96897326980001 43.89540535710001 41.827117825850003 41.178189531300006 40.844669808050007 42.094663496250007 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.50339810185000011 39.861052345600008 0.54228915300000013 0.56719858685000013 0.46280051495000007 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.4778150355000001 0.47736594710000008 40.00488309970001 42.536568606950006 42.402981339000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 22 -1 6 -3 25 -6 10 11 12 19 -12 17 16 -16 -7 -18 -5 21 -21 23 24 -4 26 -8 -2 29 -29
right_child=27 2 3 9 8 14 7 -9 -10 -11 13 -13 -14 -15 15 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025666145498630848 -0.0042660703605626 0.0010214387688170365 -0.0047067312147547752 0.0012486561644970457 0.003181457152423258 0.0014787845148154163 -0.002070583991438061 0.0040466912592301684 -0.0018273313361715888 -0.0025815519297319187 0.0042844475091515901 -0.0034618841113593104 0.0029381883853870448 0.00071415309068932013 0.001725195867176518 0.0012667378139881427 -0.00090052202558819287 0.0034785824168938133 -0.005940588205160113 -0.0021059306243772901 0.0018357140351216218 0.0021486898103979871 -0.0034323256468763346 0.0025011699616609498 0.0037856927090673441 -0.0052004323314855296 0.0018850286443478116 -0.0013426290808560275 -0.0041424292383584463 0.0060031730808047107
leaf_weight=23.7323939204216 11.66697361692786 55.825004369020462 6.7991626895964128 18.991919301450253 7.0330455005168897 158.59056437015533 19.246972218155872 3.2209944278001776 6.4887524247169495 8.5476642698049528 9.8205162361264211 7.692988693714141 11.988874107599257 24.630337737500668 9.2974588572978991 44.592857249081135 4.1101984232664091 16.770489424467087 5.5502339527010918 28.902185201644897 9.6494226232171041 3.660811483860015 17.926874874159694 5.5604594051837912 1.8042996302247045 3.9848660081624976 5.1136883944272986 11.30532191693783 8.0317925754934532 2.0015890877693883
leaf_count=449 393 227 98 66 17 595 225 11 33 142 21 44 34 98 30 157 19 55 52 207 37 12 343 19 5 39 22 226 345 13
internal_value=0.000313207 0.000499036 0.000642075 -0.000244745 -0.0013527 0.00106598 0.000218787 -0.00120069 0.000777872 0.000279456 0.000491486 -3.68265e-05 0.000323165 0.0017319 0.00137588 0.000564186 -0.00108836 0.00167003 -0.0037962 -0.000189073 -0.000835926 -0.00162762 -0.00226839 -0.000795235 -0.00292572 -0.00179697 -0.00124024 -0.00261186 -0.00170742 -0.000237694
internal_weight=552.539 519.533 482.279 155.976 37.2542 326.303 87.3915 31.5665 13.5218 123.885 115.337 80.8862 73.1932 34.4509 238.912 63.5507 18.9579 175.361 9.66043 61.2043 42.2124 32.563 32.0908 14.1639 8.60346 28.3455 24.3607 33.0057 21.3387 13.3069
internal_count=4034 3057 2558 1126 499 1432 524 297 50 661 519 400 356 119 908 258 101 650 71 322 256 219 465 122 103 286 247 977 584 239
is_linear=0
shrinkage=0.00390278


Tree=157
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 0 0 1 1 1 2 2 0 1 1 2 2 1 2 1 1 0 1 2 0 2 0 0
split_gain=23.2711 11.5342 20.2205 11.8173 5.5987 5.22642 7.43349 5.18571 5.02838 6.98238 4.83627 5.28402 4.76007 4.69845 4.64058 4.49628 8.25879 3.68291 3.83577 7.70761 3.42878 3.34292 4.81462 8.33231 4.5553 5.62095 5.04981 3.82868 3.79662 3.45593
threshold=0.57619532350000013 0.39091643965000006 0.47736594710000008 0.53544804050000006 43.89540535710001 0.34452561300000012 0.33750486510000005 0.47700667645000011 0.54499865270000014 0.4349121284000001 0.32388251845000005 0.31761025120000003 48.226196960950006 35.171584490050009 0.37331217625000007 0.45368402140000008 0.46280051495000007 42.094663496250007 39.952536079750011 0.40955360615000008 38.064633603500006 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.34575312120000007 41.289992964000007 0.4778150355000001 39.861052345600008 0.47943175355000006 0.47916230050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 8 6 10 -7 -5 17 11 12 13 -1 -15 -11 -17 18 19 -10 -8 24 23 -23 25 28 -27 -25 -4 -28
right_child=-2 3 21 4 -6 7 20 -9 9 15 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 27 -26 26 29 -29 -30 -31
leaf_value=0.0029294390616144942 -0.0029178351894096188 -0.0021393387306774419 0.00034751976044985453 0.0013873215134226338 -0.0025257009033353428 -0.002624034410965708 0.0033334594881119337 0.0002962989310476627 0.0040973647691877561 0.0012600064997058897 -0.0036594015187685525 0.0019834877493957247 0.00054267925411408341 0.0025807966265120946 -0.0043769954845108115 -0.0048865596201316357 0.0012127023185524754 -0.005362091770144059 0.00014768406728876435 -0.0044400815022348885 0.00028551972480979218 0.0015443933103920981 0.0012535409817166809 -0.00074384892144558582 0.0020381845587098516 0.0028251905487768837 -0.0029218936219904982 -0.0054536364220342543 0.0025625637157825187 6.0605717438082338e-05
leaf_weight=1.7392516247928167 27.729531234130263 36.181900653988123 14.889765299856661 45.053369924426079 9.1842993646860105 24.540444956161082 10.559617890045049 12.02097501605749 1.7078945189714483 37.705325968563557 6.5930297039449206 9.9704659134149534 11.651946321129797 1.4566592499613751 10.03360311500728 4.9897366911172849 7.1919744834303856 3.2030523195862761 12.48973125964403 7.8652758970856667 9.1339372023940069 8.9270845055580157 44.52021549642086 4.0874573737382871 120.08310413360596 7.8262191489338866 5.9953574612736693 5.2093190178275108 33.080455936491489 36.796229638159275
leaf_count=17 920 479 51 146 153 334 33 53 4 146 96 46 45 13 214 50 29 26 55 95 39 30 157 19 428 22 39 52 95 148
internal_value=0.0003374 0.000503121 0.000853433 -0.000298997 0.000215623 -0.000574359 7.71746e-05 -0.00166386 0.000425072 -0.000151785 -0.0007984 -0.000257176 -0.00115505 -0.00265034 -0.00349493 0.000638403 -0.00128561 -0.00171199 -0.00118208 -0.00291696 0.00191981 0.00134912 0.00060794 -0.000969238 0.0015618 0.00098154 0.000134791 -0.00338291 0.00187502 -0.00035726
internal_weight=572.417 544.688 379.115 165.573 129.391 97.6999 61.1385 36.5614 120.206 75.153 41.445 34.8519 24.8815 13.2295 11.4903 49.887 12.1817 25.266 22.0629 9.57317 19.6936 281.415 62.7441 18.2239 218.671 98.588 50.6178 9.29678 47.9702 42.7916
internal_count=4034 3114 1931 1183 704 890 503 387 551 405 431 335 289 244 227 225 79 180 154 99 72 1041 258 101 783 355 209 71 146 187
is_linear=0
shrinkage=0.00364274


Tree=158
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 2 2 1 1 2 2 0 0 1 2 0 2 2 2 1 1 2 1 1 0 0 2 2
split_gain=19.7072 8.95291 13.4154 7.32639 8.93511 7.09178 7.73356 6.56039 6.33523 6.18819 15.4914 4.26799 5.78919 5.51117 4.1161 5.58368 4.18912 4.00123 3.68936 3.72602 5.72528 3.68319 6.10561 3.31505 4.36739 4.73997 3.27242 6.72493 3.21001 6.83129
threshold=0.5718990449500001 43.832725745850006 0.42018203045000008 0.39091643965000006 0.53475943835000017 0.47883296910000012 41.942745071500006 47.709122305950011 49.122847560300009 0.35862698720000002 0.34674111555000003 41.827117825850003 42.094663496250007 0.57152480465000022 0.54646567465000018 0.46280051495000007 41.178189531300006 0.56719858685000013 43.426640904350009 42.719328117250008 42.434124620650003 0.3975479776000001 0.39382054430000007 40.844669808050007 0.41615520495000008 0.44805544745000009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 6 -4 9 -9 10 -3 13 -13 14 -6 16 17 23 19 20 -8 22 -5 24 -16 -26 -10 -28 -29 -30
right_child=-2 7 3 4 11 -7 18 8 26 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0036576599349691973 -0.0023087397249586536 -0.0022363351856993854 0.00073007815160076352 -0.0040015264678193267 0.0006189806711679502 0.0012828962337357234 -0.0042692299070858945 0.0017010048106419061 -0.0054510434101079103 -0.003287300563763551 0.0053614916195908937 0.0036834135584250505 0.00051774660999019651 0.0034797633859090221 0.0019806868346187788 0.0018728693257593361 -0.0053188044425726434 0.0012388235400223326 0.0015566238734568796 -0.0041263843453118367 0.00086805561471089748 -0.0039754297207238816 0.00041153698422143124 0.00088920840109481605 -0.0045039227935060183 -0.00087490982336828295 0.0052504636025212425 -0.0051190928598413175 0.0045162278464441008 -0.0038101343824001755
leaf_weight=8.5706084836274368 32.964814921841025 12.718543168157341 63.81468640267849 5.4605056717991891 35.25729675590992 225.7142007574439 3.9883350096643024 17.55338412150741 2.0967556536197653 16.850098390132189 4.1966231763362876 9.7001020684838277 22.661785662174225 4.9992889910936347 2.3545086756348708 6.7113347649574271 3.1473979875445357 6.4340610206127158 3.5877676531672469 7.4034282825887194 7.0771016180515289 7.0487502608448258 11.345959316939114 4.3966833800077429 10.178726006299259 7.2437686920166007 1.7968247532844523 2.7091143168509007 1.9413243494927881 2.8737060092389584
leaf_count=301 977 130 276 80 132 832 49 61 15 327 10 21 92 14 12 23 24 27 22 104 40 117 69 15 109 44 4 26 7 74
internal_value=0.000262308 0.000425349 0.000592067 0.000673272 1.21994e-05 0.00096381 0.000125086 -0.000789351 0.000407754 -0.00181649 -0.000351328 0.000414498 0.00146662 -7.29749e-06 -0.000237513 -0.000983753 -0.00155172 -0.00116435 -0.00162529 -0.00224341 -0.000983585 -0.00189488 -0.00102229 -0.00180398 -0.0024027 -0.00299508 -0.00158046 -0.000709775 -0.00213313 -0.000453111
internal_weight=552.797 519.833 457.096 448.526 136.94 311.586 85.8713 62.7364 28.9711 33.7653 16.9152 113.085 32.3619 80.7231 75.7238 40.4665 33.7551 30.6077 22.0566 18.4689 11.0654 23.8552 16.8065 24.1737 19.777 17.4225 11.4177 9.32097 7.52414 4.81503
internal_count=4034 3057 2403 2102 779 1323 491 654 187 467 140 513 113 400 386 254 231 207 215 193 89 266 149 180 165 153 126 111 107 81
is_linear=0
shrinkage=0.00342906


Tree=159
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 1 0 1 0 0 0 1 1 2 1 0 0 1 2 2 2 0 2 0 0 2 1 1 0 1
split_gain=6.83762 3.28519 5.14579 3.41134 3.91964 4.22402 3.40243 5.52307 4.5201 3.59414 3.37718 4.15446 6.97525 3.65627 3.64517 3.20848 3.12099 3.35083 4.84725 4.94234 3.08757 3.36054 5.6622 3.30864 3.20266 3.03943 2.90476 3.41229 2.85566 2.83754
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.50706565670000014 0.37977904855000005 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.40509266190000009 0.41615520495000008 36.728658719300007 0.3975479776000001 0.5681267027500001 0.54228915300000013 0.46280051495000007 40.80591513400001 40.890797847750008 42.67709657435001 0.48537468940000006 42.198888176300009 0.47754558250000007 0.48351845755000006 39.861052345600008 0.39408999735000005 0.39045238170000002 0.48119816770000007 0.45368402140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 20 25 -6 -7 -8 -9 -10 14 -12 -13 -14 26 -3 -15 18 29 -20 21 22 24 -24 -4 -5 27 -11 -22 -18
right_child=-2 15 3 4 5 6 7 8 9 10 11 12 13 16 -16 -17 17 -19 19 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020173380956993062 -0.015089492664413329 -0.0012362773291006014 0.0034916782886379207 -0.0021883721864442169 0.016607239958425283 -0.016966812915922298 0.016683126924793304 -0.019130502835724619 0.014648242595529097 0.0057132907496716661 0.011215034034376539 -0.022912204296778402 -0.014104955739409312 0.011777460631407097 -0.022321460876526481 -0.021105104861478208 -0.0041701913010086696 0.0154440368474267 0.019085104137135055 0.00068025948122108577 3.4439761932483076e-05 0.0071450421830469403 -0.00078004884951225382 -0.023986869999977452 -0.012810377823920067 -0.02488219281044908 0.0061507268197472957 -0.016795696113926405 0.019438599360124403 -0.023175462074575173
leaf_weight=3.8780076643452039 9.8864938206970674 96.370442655868828 104.63789249863476 5.1088654324412328 6.3288875818252555 4.1599193327128878 7.9156510084867469 4.5335340686142436 6.5753036290407172 3.8359595537185722 14.135401800274847 4.8143957816064349 5.5571814067661753 11.121964372694491 4.5743953045457593 3.1776720136404029 26.310209866613153 5.359514456242322 6.9453658461570731 26.955788511782885 4.2277943491935721 61.452155347913504 4.4126756489276868 4.9157244302332401 4.7692239731550208 3.9693145379424095 7.8041924089193335 7.5991053096950054 8.9427949339151365 3.3522925358265629
leaf_count=255 757 923 481 24 17 27 20 28 21 13 41 40 101 31 83 135 185 21 20 118 23 268 39 44 27 38 46 95 55 58
internal_value=0.000920198 0.00126151 0.00211761 0.00235752 0.000320329 0.00103514 0.000384832 0.000874562 -2.26273e-05 0.000619329 -9.92771e-05 0.00140675 -0.000126644 0.00115485 -0.00671136 -0.00187051 0.00221427 0.00067108 -0.000574535 0.00445088 0.00411656 0.0034519 0.00154049 -0.0130092 0.00278105 -0.0121109 -0.00299985 -0.00924492 0.0132098 -0.00631806
internal_weight=473.628 463.742 364.194 360.316 166.957 157.879 151.55 147.39 139.475 134.941 128.366 104.552 90.4167 85.6023 23.8137 99.5481 80.0451 68.9232 63.5637 33.9012 193.358 180.188 118.736 9.3284 109.407 9.07818 19.2393 11.4351 13.1706 29.6625
internal_count=4034 3277 2219 1964 1027 965 948 921 901 873 852 615 574 534 237 1058 433 402 381 138 937 859 591 83 508 62 154 108 78 243
is_linear=0
shrinkage=0.019455


Tree=160
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 2 1 1 0 1 1 0 0 0 2 1 0 1 0 2 2 2 2 2 2 2 1 2 1
split_gain=15.5149 7.27512 12.3896 7.75257 6.3732 5.34194 5.00571 4.16535 3.90176 3.99784 3.29772 6.30848 3.54279 3.48598 5.36089 3.83944 4.56363 3.65209 6.45188 3.14535 3.08691 4.57787 4.2553 6.16496 5.305 4.84979 2.95943 8.67899 7.37249 4.51396
threshold=0.45368402140000008 0.47700667645000011 0.37078231190000005 0.34452561300000012 0.33750486510000005 0.50339810185000011 43.680097826700013 0.32388251845000005 0.30910751175000006 0.37331217625000007 0.44805544745000009 0.43967246490000006 0.57619532350000013 0.5681267027500001 0.54646567465000018 40.844669808050007 0.40955360615000008 0.51191581090000016 0.37473428940000003 0.56395018115000017 35.050303764500008 38.748048509250005 39.420767558750008 39.792680591700012 40.00488309970001 40.316494640950005 38.625745710700009 0.35651627195000007 42.865207177650007 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 26 10 8 9 -1 11 13 -13 14 17 16 -16 18 -4 -2 -19 -22 -23 -24 -25 -26 -3 29 -29 -28
right_child=19 2 6 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 20 -20 -21 21 22 23 24 25 -27 27 28 -30 -31
leaf_value=0.0034635341664667639 0.00019844558444392867 0.0027776750445495176 0.00023620348894334698 -0.0030109105790191012 0.0023565512813354108 0.0040025186246512292 -0.0019377832331444193 -0.0043918842941024173 0.00056342840722599136 -0.0050866328911257546 0.002116703556655497 -0.0070768521891985568 0.00073151218506460863 0.0029310648518523748 0.0025301247009233007 -0.00023189519333453165 -0.0048820929992628558 0.003174971413577483 -0.0071890374780603653 -0.003518964288878853 -0.0011207573254068222 0.0035144532400517934 -0.0034785148054568803 0.0050682076655458501 -0.004102851754141849 0.0010110074689691061 0.00080192431351037649 -0.0056308397945274086 0.0025902249545625387 0.002368674613281962
leaf_weight=1.4216300025582302 5.7907503359019783 25.272595666348934 8.0237000957131368 22.046541208401322 18.350266454741359 16.638237357139587 24.642275607213378 5.9233755208551875 25.409670566208661 5.3896823637187481 17.421763518825173 3.8953731954097739 1.7243979256600139 9.1200886815786344 2.0494099557399776 14.97530212253332 10.276715312153099 9.4635453410446626 3.4388667438179246 24.452745642513037 27.345240972936153 12.065736439079044 6.8775239884853354 6.0891745314002028 4.1628038212656966 45.627503167837858 104.40914936363697 6.8632511273026449 3.333867073059082 59.317350879311562
leaf_count=13 36 81 42 341 70 55 384 96 175 147 78 34 25 54 7 69 116 29 40 924 157 39 52 15 23 230 405 43 12 242
internal_value=0.000347574 0.000537797 0.000773158 -0.000729892 0.000160256 0.00153365 -1.90315e-05 -0.000896324 -0.000253715 -0.00330208 0.000239969 4.19738e-05 -0.0046809 0.000208362 4.3255e-05 -0.00177497 -0.0036497 0.000446526 -0.00199143 -0.00280719 0.00069686 0.00046732 0.00104771 0.00057345 0.00107216 0.000583455 0.00132744 0.0011167 -0.00294303 0.00136955
internal_weight=531.819 501.575 423.034 78.5412 56.4946 215.834 207.199 38.1444 32.221 6.81131 182.557 165.135 5.61977 159.516 150.396 27.3014 12.3261 123.094 11.4626 30.2435 111.632 102.168 74.8227 62.757 55.8795 49.7903 199.196 173.924 10.1971 163.727
internal_count=4034 3074 2232 842 501 838 1394 431 335 160 1010 932 59 873 819 192 123 627 82 960 545 516 359 320 268 253 783 702 55 647
is_linear=0
shrinkage=0.00453546


Tree=161
num_leaves=31
num_cat=0
split_feature=0 2 0 2 1 0 2 2 1 2 0 1 2 1 0 0 1 2 1 1 2 1 2 0 0 1 2 2 0 2
split_gain=6.27648 3.09158 2.61296 3.93251 3.84773 4.38505 3.09693 4.54384 4.63486 2.98222 2.55794 7.05506 2.80276 3.68368 2.90881 5.00568 3.82486 3.00281 4.99214 5.28549 3.97786 3.08927 2.82738 2.36874 2.28305 3.39286 2.23931 2.06676 3.26329 1.97533
threshold=0.59897907245000015 50.448116877400004 0.43780126340000008 44.952171034750002 0.37078231190000005 0.50278434775000014 40.00488309970001 39.458743938000005 0.31060447290000009 48.96897326980001 0.44284602260000011 0.33204095685000007 38.625745710700009 0.36160593995000007 0.47883296910000012 0.4784437592000001 0.35275889945000011 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 37.038444968100009 0.48386275860000011 0.48537468940000006 0.34554354660000003 41.919251152600005 35.419594101850009 0.49485045360000007 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=1 2 3 6 5 10 7 8 -1 -5 -4 -12 22 14 15 -14 17 24 19 20 26 -20 27 -21 25 -16 -19 28 -13 -6
right_child=-2 -3 4 9 29 -7 -8 -9 -10 -11 11 12 13 -15 16 -17 -18 18 21 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.023863705693718887 -0.020121252532294999 -0.020967536026813453 0.018903085474721037 0.0095201137465517234 0.00061139711895920388 0.013864788515293144 -0.019846430284386336 0.025243765171457992 -0.021575941720052443 -0.0079377217097239966 -0.026420419965941393 -0.0057678235604887267 0.00038241489290768049 -0.015420838829974642 0.010274065574556075 -0.022380002989036633 -0.012758258988263037 0.0011670405481069373 0.01512773224318791 -0.027989509075028458 0.010658093300287354 0.0032357584906409259 0.014909074175460293 -0.0046256728582698614 0.01636323192404452 -0.0069076842389003473 -0.014207155886541463 -0.0076381855851395735 0.016262662540559806 -0.0044190674684010493
leaf_weight=1.1327683106064821 5.5022654137574127 2.4640649789944282 3.7509911283850661 9.5745438002049905 167.29009404126555 14.765616137534378 8.1230982886627299 1.7967202253639696 3.9214098723605275 6.3866051733493796 3.2694574091583481 4.3400691775605136 53.031101789325476 4.6733980402350417 18.188002653419975 4.0731420516967765 4.9448070228099814 8.8561784476041812 13.526078492403029 4.0853753983974448 10.275195628404616 23.262215606868267 14.10282367095351 2.9086288511753082 12.782715253531931 5.979101598262786 6.3826352059841147 5.099041983485221 6.691122367978096 37.394237088039517
leaf_count=4 649 140 15 55 1087 64 250 4 153 33 53 37 355 31 61 28 31 34 72 29 33 97 50 16 57 25 35 26 22 488
internal_value=0.000887746 0.00113738 0.00125563 -0.00429864 0.00165552 0.00344151 -0.0115824 -0.00178372 -0.0113918 0.00253463 0.0027094 0.00241521 0.00287917 0.00190761 0.0023888 -0.00124119 0.00425305 0.00504477 0.0026157 -0.00303407 0.00114331 0.00760812 0.00843763 -0.0182731 0.0096003 0.00602319 -0.0052723 0.00277958 0.00759507 -0.00030763
internal_weight=468.574 463.071 460.607 30.9351 429.672 224.988 14.974 6.8509 5.05418 15.9611 210.222 206.471 203.202 172.969 168.295 57.1042 111.191 106.246 69.2963 32.508 25.514 36.7883 30.2331 6.994 36.9498 24.1671 15.2388 16.1302 11.0312 204.684
internal_count=4034 3385 3245 499 2746 1171 411 161 157 88 1107 1092 1039 904 873 383 490 459 316 147 102 169 135 45 143 86 69 85 59 1575
is_linear=0
shrinkage=0.0197871


Tree=162
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 2 1 2 0 1 1 1 0 1 0 1 1 0 2 2 2 0 2 2 1 0 0 1 0
split_gain=21.3984 11.2738 17.3959 9.75696 7.71232 6.54472 5.56609 5.4875 6.29718 9.06067 4.60608 4.83336 4.49995 4.27491 3.78624 5.29819 3.66681 3.78849 3.41463 3.40397 3.85589 3.16999 3.72812 3.14923 3.11606 3.84576 3.0722 7.19137 5.30436 8.27225
threshold=0.5718990449500001 0.47700667645000011 0.37078231190000005 0.34452561300000012 43.680097826700013 0.42569084760000003 48.226196960950006 0.34584293880000011 41.872294782850005 0.47997065955000012 0.34551360740000009 0.34515433670000012 0.34467530910000005 0.57152480465000022 0.3453339720000001 0.4778150355000001 0.34587287805000005 0.34608245260000009 0.37331217625000007 47.709122305950011 49.122847560300009 43.018222997350009 0.48244064550000004 48.96897326980001 34.466665687600006 0.31100865245000009 0.51191581090000016 0.5054040298000001 0.39091643965000006 0.53475943835000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 13 6 18 8 10 14 11 12 -3 26 -10 -16 -9 -18 -1 -6 -21 22 -11 -8 25 -20 27 -4 -28 -30
right_child=-2 2 4 -5 19 -7 23 16 9 21 -12 -13 -14 -15 15 -17 17 -19 24 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0024126006645326654 -0.0024560475841353805 0.0027174459069194382 0.00080009374088920446 -0.0025572465425087237 -0.0029270270588911125 0.0011687416055843011 0.0025621301477971327 0.0035485457717486161 -0.0054904734278397793 0.0014739309392552298 -0.00051271413431799189 0.0027775515415831655 -0.00010923872570401023 0.0035669500049249781 0.0018544011158900275 -0.003970827559841978 -0.00078985182964384749 0.0019006227126654792 0.0049066321064759628 0.0012731117945813013 -0.0026982226384699515 0.0022193839835020833 -0.002489856989917849 -0.0011173960836823307 -0.0040939344636427948 -0.003856403528410404 0.0013718682579836768 -0.004840111065977845 -0.002038786181429773 0.00035541690941221947
leaf_weight=1.5011184811592126 32.418094640597701 10.708631068468096 6.7890512235462648 24.622617222368717 14.553801551461222 32.788208056241274 5.5441475659608823 15.908399291336535 4.3719874769449216 6.4654257819056529 12.802967317402361 32.952888965606689 21.287761867046356 4.8539564311504355 3.5641970932483673 4.4304638281464577 7.1195755824446669 94.52841878682375 1.2024297118186944 7.315881282091139 5.3580286912620068 11.923135705292223 5.6032901853322983 6.2709333449602127 10.642620315775273 1.3391303438693283 43.864046029746532 4.9411458969116211 22.128693778067827 104.3228409960866
leaf_count=15 977 28 32 341 280 155 14 61 38 21 50 89 78 14 15 32 32 331 2 32 99 34 29 31 228 56 141 50 235 494
internal_value=0.000349082 0.000520757 0.000745878 -0.000675242 1.50636e-05 0.000106356 -0.0012081 0.00142136 0.000865751 -0.000356099 0.00143711 0.00182147 0.000836803 0.000272703 -0.00282918 -0.00137381 0.00196069 0.00171218 -0.00267022 -0.00175346 -0.000405812 0.000918654 -0.000366385 0.000609197 -0.00324893 0.000289449 0.000184867 -0.00157575 0.000306127 -6.35625e-05
internal_weight=562.124 529.706 445.795 83.9112 214.127 59.2886 26.5004 231.667 114.111 36.3585 77.7522 64.9493 31.9964 186.9 12.3666 7.99466 117.556 101.648 14.6853 27.2277 12.6739 23.9919 12.0687 11.8151 13.1842 2.54156 182.046 11.7302 170.316 126.452
internal_count=4034 3057 2215 842 1377 501 346 838 414 169 245 195 106 966 85 47 424 363 301 411 131 84 50 45 286 58 952 82 870 729
is_linear=0
shrinkage=0.00355676


Tree=163
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 0 0 0 2 1 2 2 2 1 1 2 2 2 2 1 1 2 1 2 0 0 2 2
split_gain=5.99616 2.77813 4.38389 3.11998 4.24741 4.15954 3.86469 3.02187 2.95924 2.84582 2.83225 2.94414 2.62648 3.71804 2.62493 2.45483 2.79845 2.44974 20.2448 2.36941 6.94755 4.29276 5.10324 4.45394 3.66261 2.93549 4.03739 5.26876 4.03713 5.51354
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.35471991855000007 0.34584293880000011 0.48447651265000008 39.577821550850011 0.48637765340000011 0.5681267027500001 0.47396784530000008 42.67709657435001 0.34608245260000009 43.018222997350009 43.047778594550003 35.879804895950009 0.35862698720000002 0.36359689830000008 42.522337019050006 42.536568606950006 47.709122305950011 45.295823381400005 0.34674111555000003 0.36160593995000007 43.89540535710001 0.39814676205000005 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 9 -8 12 14 11 -6 -3 -14 -4 -7 -17 -2 -19 20 21 -15 -23 24 -24 -21 -27 -28 -29 -30
right_child=17 8 3 5 10 15 7 -9 -10 -11 -12 -13 13 19 -16 16 -18 18 -20 25 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=-0.022836777647844104 -0.024297690961936368 -0.0119303165063254 0.013638672617642282 -0.021628352599047891 -0.0065119801380936967 0.017198567224959237 -0.00084734328852677254 0.014526130365300404 -0.023867904861426863 0.017421692236532411 0.022478520488850618 0.011072326185104621 0.021274304381668122 -0.0078887847720532263 -0.0061785968328028282 -0.018490214679981794 0.0011117759722197498 0.15139164188464174 -0.022604385415804812 0.010128827215441583 -0.02505535532649163 0.018442295839805372 -0.010222513599993972 -0.026671094335359507 0.012157868304862771 -0.033262993381768954 0.035306687930256105 -0.0316359797174511 0.032492099957333084 -0.023703071875687709
leaf_weight=3.3839547252282491 6.3883281508460623 10.150837622582911 6.0098337978124636 4.0195281766355029 5.6466486901044837 4.5468896031379691 79.233146395534277 6.8045566082000724 2.9289764016866675 13.017910521477459 8.3430700823664647 26.884465347975492 3.8380235023796549 22.576823469251394 7.20067198574543 3.6383383348584166 188.54436004068702 0.37753841280937228 2.4843594036065042 16.553172729909424 6.522098950110375 9.328413277864458 5.9986392296850708 2.9391160877421489 8.9022768624126893 2.0001617074012739 1.7866537868976591 2.2127243857830763 1.8632100876420739 1.5824416959658263
leaf_count=255 479 88 26 66 28 20 382 27 135 42 55 134 14 228 33 23 1128 1 277 59 163 35 70 107 38 15 4 23 7 72
internal_value=0.000973685 0.00133129 0.00224128 0.00248108 0.00486103 0.000665555 0.00263638 0.000368515 -0.00194664 0.0100757 0.0109713 0.0080201 -0.00127959 -2.39666e-05 0.00283684 0.00112106 0.000740678 -0.0166723 0.000348979 -0.00101762 -0.00357148 -0.00075473 0.00517363 -0.00176445 0.00314823 0.00450962 -0.00533831 0.00216386 -0.00830111 0.00668404
internal_weight=465.707 456.457 357.273 353.889 153.14 200.749 112.266 86.0377 99.1836 26.2284 40.8742 32.5311 96.2546 86.1038 13.2105 196.73 192.183 9.25023 2.8619 82.2657 56.2674 49.7453 27.1684 17.84 14.9009 25.9984 9.44519 7.44503 5.65838 3.44565
internal_count=4034 3277 2219 1964 727 1237 510 409 1058 101 217 162 923 835 59 1171 1151 757 278 821 641 478 250 215 108 180 121 106 102 79
is_linear=0
shrinkage=0.0221382


Tree=164
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 0 2 0 2 1 2 0 0 2 1 0 2 1 1 2 2 0 2 2 0 2 2 2 0
split_gain=15.6401 7.03995 12.9741 5.20485 4.34229 4.08714 5.45431 5.21969 3.82753 3.43866 5.83097 7.66952 3.5413 6.7894 5.5205 3.29091 3.18066 4.06447 3.00229 5.94386 4.38876 5.35326 4.69085 2.98787 2.89217 2.60295 2.73641 2.54899 3.34412 2.80674
threshold=0.57537199485000012 0.47721625100000004 0.37078231190000005 43.680097826700013 0.34512439750000007 39.952536079750011 0.42018203045000008 41.32819714970001 0.50339810185000011 38.625745710700009 0.35651627195000007 43.426640904350009 0.47883296910000012 0.4778150355000001 40.636252116050009 0.3055746834000001 0.47700667645000011 44.756878345700009 0.34575312120000007 0.34545372890000009 41.50623664750001 42.824128352900011 0.48200652675000005 41.218101594450012 37.038444968100009 0.47396784530000008 35.879804895950009 47.709122305950011 50.205949521800008 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 5 6 -1 -7 9 24 12 -12 13 -11 -15 -9 17 -6 19 20 -14 22 -22 -21 -3 26 -8 29 -29 -5
right_child=-2 2 3 27 16 7 25 15 -10 10 11 -13 18 14 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0048823972070170503 -0.0033452771626778402 0.0017961452613205714 0.00027550181306547773 -0.0054368117907906688 -0.0048138716192452418 -0.0061096226434136985 0.0032443828303865955 -0.0050106869674257414 0.0039308142176181868 0.002157714024477625 -0.005337840945627401 0.0035660544963065179 0.003206394854878863 0.00094607952713150496 -0.0048753993776260544 6.0513525322630104e-05 0.00048867643329726304 0.00050986276444294561 0.0026166320644149393 0.0011113051858424607 0.00047303211799390861 0.0027614343752759589 -0.0057537399545138455 -0.0028270904242227355 0.0050269940866704546 0.0047326056845826536 -0.00062135561404387475 0.00080504270803193479 -0.0051490792148053289 -0.0009400776911548612
leaf_weight=2.6748313819989589 23.469753391109407 15.198302656412126 191.83066358137876 7.0760017633438128 12.45759650971741 3.9295194596052161 7.5413933098316255 3.0876564048230639 15.100250344723461 15.552789360284807 6.2749400064349157 3.1985815018415451 27.726184710860252 6.4038105532526961 8.0545102618634683 30.342760615050793 6.0556267946958533 4.1993256583809844 55.013410568237305 7.158371768891814 7.1642130017280596 10.888171814382074 4.2045212015509605 10.272506289184092 10.100537568330763 6.3202489763498297 8.5642925202846509 9.5053771622478944 2.6394666321575633 5.3293921798467636
leaf_count=132 933 52 1003 188 224 53 26 108 55 58 44 11 86 21 57 201 29 56 219 23 30 33 25 56 28 17 36 54 82 94
internal_value=0.000388977 0.000562917 0.000812408 1.58525e-05 -0.000663525 -2.63471e-05 0.00143411 -0.00100758 0.00166436 0.00148155 0.00123085 -0.00233158 0.00145224 1.15968e-05 -0.00229698 -0.000407866 -0.0024158 -0.00347172 0.00180539 0.00114337 0.00196397 0.000416237 -0.00182983 -0.0012097 0.00308606 0.00218751 0.00118875 -0.002013 -0.00048898 -0.003505
internal_weight=527.335 503.865 418.692 216.381 85.1733 62.4607 25.1008 37.3599 202.311 187.211 161.912 9.47352 152.438 30.0111 14.4583 33.4304 22.7125 16.6569 122.427 67.414 49.9831 22.2569 11.3687 17.4309 25.2988 22.4259 16.1057 24.5502 12.1448 12.4054
internal_count=4034 3101 2219 1421 882 573 211 362 798 743 663 55 608 136 78 309 309 280 472 253 174 88 55 79 80 79 62 418 136 282
is_linear=0
shrinkage=0.00467976


Tree=165
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 2 0 1 1 2 1 0 2 0 0 1 1 2 0 0 1 2 0 0 1 2 1 2 2
split_gain=19.9706 9.60061 9.66624 8.89032 7.90026 5.5383 6.24533 10.1148 4.65952 6.69683 5.38427 4.45979 9.35927 12.0109 4.28083 4.04881 3.90476 6.69835 3.72461 3.64113 3.5453 7.69632 6.37816 3.45351 7.97926 3.6584 3.01008 5.08547 2.9493 3.12469
threshold=0.57537199485000012 42.719328117250008 0.42018203045000008 0.39091643965000006 0.53544804050000006 42.67709657435001 41.942745071500006 0.48068920095000006 0.40509266190000009 0.41615520495000008 38.244973486750006 0.39193437325000008 0.47769527860000011 47.927946529500012 0.53158588065000012 0.55769288345000012 0.3975479776000001 0.39382054430000007 48.96897326980001 0.37331217625000007 0.47396784530000008 0.32388251845000005 39.110279783550006 0.56643513670000012 0.54646567465000018 0.43837010870000009 40.844669808050007 0.44805544745000009 43.89540535710001 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 16 6 20 -8 -6 -10 -11 12 13 19 -13 28 17 -5 -15 -3 21 -4 -23 24 -12 -25 27 -26 -16 -30
right_child=-2 11 3 4 8 -7 7 -9 9 10 23 14 -14 18 15 -17 -18 -19 -20 -21 -22 22 -24 25 26 -27 -28 -29 29 -31
leaf_value=-0.0038660687019997681 -0.0027857928779853078 0.0025822802982006926 0.002988390150585934 -0.0043180927901966442 0.0023701742326835652 0.0035083679757014251 -0.0031927950107239812 0.0011743359283573672 -0.0040049214601737774 -0.0018234931463216668 0.0018057936649267842 -0.0039973473957027224 0.00099540237114079068 0.002863389428493777 0.0015772198363983073 -0.0032120604123654804 -0.0043121988548303182 0.00073823951040607452 -0.00077874051756609685 -0.0034232065906852115 0.0014628864238307652 -4.101392442633133e-05 -0.0050709270463332873 0.0041333510480387296 -0.0052213325160304141 0.0008331766221842048 8.1074816685492565e-05 -0.00051342977847145064 -0.0047666149241746489 0.00065365315136445572
leaf_weight=6.005934706889092 26.295704890042543 1.460942637175324 8.1850906759500521 5.3391411788761642 14.888564199209211 13.551292933523653 11.534310553222896 19.124922946095467 4.9821574240922919 12.675700251013039 24.902541182935238 7.8039941154420402 53.016810461878777 8.0998821854591352 9.0078165233135241 6.5967886392027131 6.6430510822683564 10.632869906723498 7.1910095810890189 21.915044635534286 205.6990464553237 13.482337562367322 4.5825947001576415 7.4667857438325909 5.1053958535194415 11.693994857370852 14.621688589453695 7.9751176983118057 2.6230594851076594 3.2069541178643703
leaf_count=253 933 11 21 77 41 58 105 68 38 118 75 218 221 20 31 122 103 57 34 316 704 77 54 20 46 47 62 40 35 29
internal_value=0.000347286 0.000502728 0.000772241 0.000841351 3.44963e-05 0.00121219 0.00109371 -0.000468622 0.000462363 0.000144721 0.000389556 -0.000409065 -9.60821e-06 -0.0013876 -0.00166164 -0.000811251 -0.00193904 -0.000951997 0.00115057 -0.00304788 0.00130021 2.54963e-05 -0.00131697 0.00078044 0.0002928 0.00211923 -0.00106729 -0.00235095 0.000256131 -0.00178505
internal_weight=556.311 530.015 409.093 403.087 126.927 276.16 262.608 30.6592 104.312 89.4234 84.4412 120.922 91.6837 38.6669 29.2386 21.4346 22.6151 15.972 15.2909 23.376 231.949 26.25 18.0649 71.7655 52.6047 19.1608 27.7022 13.0805 14.8378 5.83001
internal_count=4034 3101 2064 1811 724 1087 1029 173 487 446 408 1037 602 381 435 217 237 134 54 327 856 152 131 290 223 67 148 86 95 64
is_linear=0
shrinkage=0.00368326


Tree=166
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 0 0 2 2 0 0 1 1 2 2 0 1 1 0 1 2 2 0 1 1 2 1 0 2
split_gain=6.04046 2.60707 4.76457 3.7441 2.57746 4.4987 2.86414 4.05889 2.54758 2.44215 2.7184 3.47389 2.4331 2.72388 2.57106 2.40118 2.35816 3.91525 5.45399 3.15399 4.34123 3.69234 4.47149 2.82401 5.53159 2.5482 2.31824 3.08471 3.35658 2.47662
threshold=0.57537199485000012 0.47721625100000004 0.37078231190000005 0.36945001650000003 40.80591513400001 40.890797847750008 0.58415915690000009 0.59897907245000015 43.680097826700013 47.709122305950011 0.53866650695000018 0.54300769440000007 0.34452561300000012 0.3055746834000001 39.577821550850011 50.205949521800008 0.56719858685000013 0.43837010870000009 0.44922307715000004 0.54646567465000018 0.46280051495000007 41.827117825850003 42.310579034350006 0.51191581090000016 0.37473428940000003 0.45206730335000006 41.770271989050009 0.34584293880000011 0.46495613905000005 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -2 -6 -7 -8 16 10 -10 -12 13 -1 -14 -11 19 -18 -19 23 21 -21 -23 24 -4 -20 29 -28 -29 -16
right_child=4 2 8 -5 5 6 7 -9 9 15 11 -13 14 -15 26 -17 17 18 25 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.016098774139406583 -0.016214618776552909 0.002921853994143919 0.00069048863909597553 0.014434733392662717 0.020969711255898103 -0.020851238707607807 0.010725740671296169 -0.015610191520703051 -0.017910238892710668 0.0030973499585833209 0.0097554402282251772 -0.017242435925102897 -0.01998501118819521 0.0012323008855520496 -0.0019828874642394117 -0.016486352420412322 0.014433774443922224 -0.014717205057533829 0.015172244212737013 -0.0090530043175701819 0.01128437655484397 0.011965685863548667 -0.0075287267173958375 0.0018748197916444987 -0.023925156876277415 -0.00039164718358293175 -0.014214008387733915 -0.0083722108579802508 0.014107486410251752 0.017371986142338914
leaf_weight=2.2519682087004176 6.3337036450393525 170.24818448722363 7.3856689184904081 6.9637921676039687 1.493708062916993 2.7604605825617892 2.943196433596313 2.6196408676914871 5.5085732704028505 9.073927002027629 2.6177468374371529 1.984522510319948 2.5766495899297324 46.429909185506403 7.072506610304119 1.7724821055307973 7.3046453371644047 3.9768112972378722 4.505644850432871 24.045091338455677 3.9889337122440329 5.2662485390901548 5.9185235500335693 105.29306135885417 3.0570856239646673 5.5732328966259956 7.7756342105567438 4.2138918358832598 2.5103189907968044 2.0110163539648056
leaf_count=125 433 768 42 30 11 80 62 347 188 54 11 83 72 378 89 82 27 35 11 202 13 15 35 550 40 33 111 88 15 4
internal_value=0.000686328 0.0010187 0.00154276 0.00337427 -0.00856062 -0.00362244 -0.00803578 -0.00167633 -0.000102506 -0.00517516 -0.0106164 -0.00188618 -0.00160351 0.000430585 -0.00538881 -0.00010295 0.000500444 0.00529411 0.000544296 -0.000160359 -0.0039321 -0.005655 0.00165004 0.00111775 -0.00651567 0.00656601 -0.00379407 -0.00761306 2.00321e-05 0.00230212
internal_weight=465.477 449.326 374.484 177.212 16.1507 9.81701 8.3233 5.56284 197.272 20.9573 10.1108 4.60227 74.8419 48.6819 26.16 10.8464 176.315 21.3603 14.0557 154.955 39.2188 35.2299 11.1848 115.736 10.4428 10.0789 23.5834 14.4998 6.72421 9.08352
internal_count=4034 3101 2219 798 933 500 489 409 1421 418 282 94 882 503 379 136 1003 106 79 897 265 252 50 632 82 44 307 214 103 93
is_linear=0
shrinkage=0.0153896


Tree=167
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 2 2 2 2 0 1 0 2 1 1 0 1 2 0 2 1 1 0 0 0 1 1 1 1
split_gain=5.38081 2.34052 4.46818 3.91395 3.71297 3.84301 2.17614 10.5905 2.05155 4.63848 4.13703 3.70546 4.01189 2.19615 2.07267 4.53278 2.30169 2.70203 2.68977 2.12614 1.95016 1.9197 4.92504 1.814 10.9482 1.8126 2.50437 8.09412 5.08951 4.71197
threshold=0.4662734648500001 0.39072183470000005 0.52770875125000016 0.47736594710000008 39.110279783550006 0.39091643965000006 42.522337019050006 42.536568606950006 47.927946529500012 42.719328117250008 0.37331217625000007 0.34674111555000003 0.42018203045000008 37.52517992975001 0.34311846950000008 0.32388251845000005 0.47515044460000005 0.34536391125000004 41.741384785950011 0.46898296455000005 48.96897326980001 0.39587138110000003 0.39408999735000005 0.45798030000000006 0.46989611090000011 0.57944372925000021 0.46280051495000007 0.45368402140000008 0.44805544745000009 0.43967246490000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 -3 -6 -2 -8 9 11 -11 12 -1 -14 15 -15 -16 18 -18 -17 -10 22 -7 -12 -25 26 27 28 29 -4
right_child=6 2 25 -5 5 21 7 -9 20 10 23 -13 13 14 16 19 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.025815172014215005 -0.027448900274636982 -0.038467093083375016 0.00055005940327292372 0.0043371185432081434 0.029398782126941948 -0.027667846681786418 0.093623916232215484 -0.025565140156360827 0.01542444726355769 0.029153441053672315 -0.027837985780297069 -0.02875642463057896 0.014697023648680994 0.0074216616126224644 0.019245469843881438 -0.037595784329461493 -0.022560754970521676 0.015418634619312793 0.0051440348915574221 -0.0067906670298524463 -0.0031102301765937278 -0.026912164710387876 0.022612330567821678 0.03864186111143747 -0.029043040421501003 -0.015145380410517401 0.017919065140406948 -0.030981850543315325 0.014982954342275779 -0.025032549035273993
leaf_weight=3.0992290724534532 5.7794058849103731 3.2089249650016418 101.47666868194938 224.20740379951894 1.5092387199401844 2.5413202084600908 0.59306985139846835 2.2402851413935423 7.279515400528906 1.2008200436830545 7.6219575162976962 2.6733809746801844 9.0177543386816961 6.0703123584389704 5.5997752249240902 3.1310796625912189 4.210843697190283 4.7368998788297167 4.6258248910307884 2.5629036985337734 7.0087516754865646 3.9500719746574759 2.3665351327508688 2.0705567952245474 5.4861560333520174 4.6775573315098873 5.1309922859072676 5.0763616524636737 15.070514500141142 4.7402894916012874
leaf_count=253 479 49 664 1026 4 58 1 277 20 11 195 59 38 24 20 38 21 18 30 20 34 190 8 15 94 149 16 114 52 57
internal_value=0.00101491 0.00139046 -0.00117124 0.00266659 -0.0148919 -0.00759467 -0.0186219 -0.000616824 -0.00223609 -0.0042074 -0.0156596 -0.000105293 0.00167373 0.00380597 0.000631432 -0.007656 0.0057164 0.000134977 -0.00805783 -0.0237302 0.00633273 -0.0138977 -0.00342308 -0.0192049 -0.0104972 0.000196674 0.000742425 4.49687e-05 0.00134356 -0.000591651
internal_weight=458.964 450.352 149.748 300.603 13.5761 10.3672 8.61276 2.83335 76.3958 62.1075 16.3795 45.728 43.0546 39.9554 30.9376 11.7643 19.1733 13.5736 8.83667 5.69398 14.2883 8.85793 4.90786 15.1787 7.55671 136.172 131.495 126.364 121.287 106.217
internal_count=4034 3277 1361 1916 309 260 757 278 890 836 315 521 462 209 171 82 89 69 51 58 54 256 66 304 109 1052 903 887 773 721
is_linear=0
shrinkage=0.0250803


Tree=168
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 0 0 2 1 1 2 2 2 0 2 0 1 0 0 0 1 1 1 1 0 0 0 1 2 2
split_gain=4.75339 2.32201 2.98341 2.66645 2.29929 2.23844 6.31682 4.29769 2.93728 4.47537 3.11134 3.26746 3.99125 2.79334 3.42736 2.78932 2.69476 2.81558 3.19508 2.62917 2.52826 3.92241 3.41331 3.7859 3.21509 3.12083 3.51296 4.16373 2.99039 2.82869
threshold=0.4662734648500001 32.051492741500006 0.38052752915000004 35.419594101850009 0.34398670700000006 0.42569084760000003 0.39718870690000002 44.952171034750002 0.36006406990000012 0.34829795515000012 42.779078631750004 42.67709657435001 41.975471476700008 0.49787431515000008 38.748048509250005 0.48068920095000006 0.34608245260000009 0.48637765340000011 0.48351845755000006 0.48119816770000007 0.46280051495000007 0.45368402140000008 0.44805544745000009 0.43967246490000006 0.58415915690000009 0.57152480465000022 0.54646567465000018 0.43401395170000007 42.402981339000007 40.280372415600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -5 9 10 11 12 16 14 -11 -14 17 18 -7 -13 21 22 23 25 -23 26 27 -10 -26 -28
right_child=-2 3 -4 5 -6 8 -8 -9 20 13 -12 19 15 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 28 -27 29 -29 -30 -31
leaf_value=-0.030935482256542541 -0.013677243700635123 0.018512859210682735 0.0016619464546753326 -0.020282119620408084 0.0041933189362462452 0.0026382536589231315 -0.022693998954107092 0.0063507344541965192 -0.00041758888440494488 0.016241731771313345 -0.0036052966450993481 0.000227391270890268 -0.013367945603695539 0.018283103094269778 -0.0036821679979267994 0.0013207093190491302 0.011701356878933112 0.015193846536810236 -0.010018359843867198 0.019108822264864891 0.012627553294330176 -0.022813040530640007 0.0079672892521862014 -0.017625781192324691 -0.020205045017209919 0.013026259730155601 -0.017626685132678635 0.02095141159228554 0.030519256560913699 -0.0037431417944832433
leaf_weight=1.8320383634418242 7.9796946155838659 4.9612693805247572 2.1529267337173223 2.6448886473663178 19.451495112851262 77.905853968113661 5.4292174689471713 11.100502412766216 141.00504097435623 5.3027802780270594 31.817506950348616 3.9928686022758466 9.1764053814113158 9.6044056862592679 7.1446254327893257 9.0544328615069372 12.30740252509713 5.6382594481110564 7.7289341166615477 7.4517497569322586 5.0432368945330373 4.878489773720502 15.964741180650888 4.751980196684598 0.75051017943769671 5.6981347422115496 6.9433571025729206 3.2894459534436455 0.90231953002512455 20.294961978681386
leaf_count=77 757 24 23 127 132 314 189 48 1020 26 225 20 90 47 43 34 58 24 40 54 22 119 85 67 29 50 88 45 15 142
internal_value=0.000685556 0.000943561 -0.0133243 0.00107271 0.0071034 0.000718653 -0.00554683 0.00122604 0.00102154 0.00273122 0.00166994 0.00292951 0.00202833 0.0106756 0.00480571 -0.00607276 0.00345417 0.0023421 0.00149594 0.0125214 -0.000505391 -0.000829299 -0.000356939 -0.00108719 -0.0151454 -0.000643756 -0.00109786 6.9555e-05 0.00748657 -0.00728221
internal_weight=452.199 444.22 3.98497 440.235 24.4128 415.822 19.1746 13.7454 396.647 187.125 165.073 133.256 121.811 22.0518 12.4474 18.2308 103.58 91.273 85.6348 11.4446 209.522 204.479 197.948 181.983 6.53132 177.231 171.533 144.294 1.65283 27.2383
internal_count=4034 3277 100 3177 156 3021 364 175 2657 975 859 634 560 116 69 124 436 378 354 74 1682 1660 1497 1412 163 1345 1295 1065 44 230
is_linear=0
shrinkage=0.0187757


Tree=169
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 1 0 2 2 1 2 0 2 2 2 2 2 0 2 2 1 1 0 0 2 1 0 0 0 1
split_gain=13.1033 6.8124 12.5403 5.13141 4.16855 3.46339 3.49262 4.12887 3.44363 8.4211 7.47944 4.05134 12.0113 5.02904 4.71708 3.78743 5.99376 4.0968 5.34902 4.85506 3.23775 5.10947 3.67395 5.64561 3.87912 4.54956 3.73965 7.03402 3.41125 3.21321
threshold=0.45368402140000008 0.47721625100000004 0.37078231190000005 43.680097826700013 0.50339810185000011 0.34512439750000007 0.42569084760000003 44.952171034750002 38.625745710700009 0.35651627195000007 42.865207177650007 0.48068920095000006 42.047301293400004 41.385032804600009 44.169240047700008 41.319407281650008 41.571132012400007 0.48351845755000006 43.272784938550004 42.779078631750004 0.44805544745000009 0.43967246490000006 0.5681267027500001 0.54646567465000018 41.827117825850003 0.43287626120000006 0.51191581090000016 0.5054040298000001 0.57619532350000013 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 5 4 20 8 6 7 -1 -3 11 -11 12 13 -10 -14 -13 -17 -18 19 -19 21 22 23 26 25 -25 27 -4 -23 -28
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 -12 15 14 -15 -16 16 17 18 -20 -21 -22 28 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0039455801993413904 -0.0026843343741304441 0.0029964851245466544 0.0010039799600670299 -0.0020001041985455202 0.0039167161809428568 -0.0022531585393517841 0.00077131096645311067 3.4922255869207822e-05 0.00051316025411342 -0.0057217224310885974 0.0027361010249279624 0.0032179174637259689 -0.0040470853963455655 0.0037355110024790703 0.002150936885022426 -0.0019493464195231296 0.0031091233334075495 0.00075791188480736692 0.004421594218497916 -0.0047874030027571556 0.0021605866871504259 -0.0068474686817818946 0.0030742971404405005 -0.0017959761932236594 0.00057540335195644797 -0.0071860022941094117 0.0022403967603265968 -0.0062742360625682421 0.0011740182051363554 0.00031023359280355173
leaf_weight=9.0505525656044501 28.328518719412386 25.270083993673325 6.7685404773801547 24.491871043108404 15.260115467011927 21.633995023556054 37.560687340795994 14.417976729571818 26.470872931182384 6.7481664493679983 3.3327746465802193 35.491037011146545 13.441020470112564 16.952464647591114 3.2543994113802901 10.004439130425451 28.687512286007404 11.349475391209131 5.403667487204074 4.790924295783042 17.172471778467298 3.7010380029678336 8.9669375661760551 13.752935279160743 9.2037234380841237 4.4137297645211211 23.170324057340622 4.8732171505689621 1.6291513219475744 89.444071531295776
leaf_count=291 960 80 32 384 55 309 201 81 93 43 12 117 95 49 13 48 109 43 13 28 78 34 54 114 40 38 70 50 25 475
internal_value=0.000371319 0.000545591 0.000787305 -1.43981e-05 0.0015934 -0.000665109 -0.000102168 -0.00150014 0.00140797 0.00116604 -0.00292555 0.00143071 0.000490911 0.00177117 -0.00283892 0.00202092 0.00131565 0.00196593 0.000443679 -0.000888093 0.00025122 5.36079e-05 0.000201284 3.13789e-05 -0.00186775 -0.00310552 0.000449708 -0.00204267 -0.00439573 0.000707363
internal_weight=525.037 496.708 414.045 207.588 206.457 82.6632 61.0292 23.4685 191.197 165.927 10.0809 155.846 60.1188 43.4233 16.6954 95.7271 60.236 50.2316 21.5441 16.1404 183.096 165.924 160.593 151.627 27.3704 18.1667 124.256 11.6418 5.33019 112.614
internal_count=4034 3074 2192 1394 798 882 573 372 743 663 55 608 250 142 108 358 241 193 84 71 1010 932 873 819 192 152 627 82 59 545
is_linear=0
shrinkage=0.00461923


Tree=170
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 1 1 0 1 2 0 2 2 1 1 0 0 2 1 2 1 2 1 1 2 0 2 2
split_gain=18.4218 8.96903 15.1215 8.93382 4.89143 4.43523 6.54769 4.90984 4.83383 4.23583 6.3515 4.11258 4.38528 4.03083 4.55737 4.01807 5.58926 8.51185 5.22145 4.20252 10.6147 7.71073 5.07972 7.37191 4.23876 7.15427 7.9809 4.7188 4.18588 3.69299
threshold=0.57619532350000013 0.39091643965000006 0.47721625100000004 0.53475943835000017 43.89540535710001 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.54499865270000014 0.4349121284000001 40.636252116050009 0.54228915300000013 44.952171034750002 35.171584490050009 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.50339810185000011 38.625745710700009 0.35651627195000007 42.865207177650007 0.34575312120000007 42.779078631750004 0.34545372890000009 0.34542378970000004 41.50623664750001 0.47943175355000006 43.384297312450009 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 9 6 7 8 13 11 29 12 -5 14 -1 18 17 -17 19 -4 22 -22 24 -24 25 26 27 -21 -25 -11
right_child=-2 3 15 4 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0027496911605710476 -0.002846119461516449 -0.0020573167357559562 0.0026312490673401408 0.001053067745434638 -0.0024813559226022578 -0.0017078320103979525 0.0018430303298644982 -0.0037582202205108531 0.0020191881177148347 -0.0011698213735481704 0.00059480908287475704 0.0022977579570449035 -0.0026561305103682572 6.1014367609020842e-05 -0.0043961636753436185 0.0012970916625172763 0.0011027569363574656 -0.0037010452044340171 0.0033710588912704521 0.00012805806105775809 -0.0048873969561381569 0.0020447193863923812 0.0026139934202645222 -0.003151043440341113 -0.00069238357915139988 0.0044639753042043356 -0.00087691546989415974 0.0027159740560712652 0.0014196354522014937 -0.0054540992763525819
leaf_weight=1.4742688741534999 23.765641491860151 30.368903569877148 27.164016135036945 17.178442858159546 8.8326858188956958 29.76864583324641 18.72460601106286 6.4680702835321418 9.2776765748858434 21.438391555100683 47.501935996115208 24.09026138484478 5.8298297375440589 14.149303689599035 7.0327805988490582 8.9301367998123187 44.536145254969597 9.7145838625729066 17.746926583349705 15.208557762205599 6.7331728860735875 3.2483113184571266 56.259796366095543 5.087401054799555 21.603095263242722 8.019151918590067 25.061180461198092 26.191844627261162 5.9203414618968964 3.1514095216989508
leaf_count=17 920 465 80 61 153 372 72 96 46 154 225 69 30 77 195 30 157 71 55 53 43 12 201 29 93 22 115 73 22 26
internal_value=0.000336375 0.000479972 0.000796199 -0.000255374 0.000172072 -0.000551296 5.13735e-05 -0.000822226 -0.000227556 0.000368707 -0.000194372 0.00123059 0.000113232 -0.00114759 -0.00315779 0.00121226 0.0003916 -0.00130712 0.00144984 0.00127979 0.00106799 -0.00263145 0.00129404 0.00207287 0.000748795 0.00116681 0.000768977 0.0017653 -0.000692776 -0.00171889
internal_weight=550.478 526.712 368.32 158.392 128.023 86.8954 57.1267 38.4021 31.934 119.19 72.0917 47.0985 23.0083 22.6564 8.50705 281.425 63.1809 18.6447 218.244 200.497 173.333 9.98148 163.351 67.2675 96.0838 74.4807 66.4616 41.4004 11.0077 24.5898
internal_count=4034 3114 1931 1183 718 875 503 431 335 565 405 160 91 289 212 1056 258 101 798 743 663 55 608 252 356 263 241 126 51 180
is_linear=0
shrinkage=0.00369538


Tree=171
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 0 1 2 2 0 0 2 1 2 2 0 2 2 2 2 2 1 0 2 1 0 1 0 2
split_gain=4.79844 2.25632 3.99824 3.38703 3.23917 3.55693 2.77849 1.86281 2.27623 2.49194 3.45734 3.28188 4.93301 2.05474 1.83441 2.62582 3.67767 2.17778 2.08104 2.48699 5.77701 3.52749 3.62606 2.43128 2.80074 2.27563 2.47141 2.59252 2.11846 2.6097
threshold=0.59897907245000015 0.39072183470000005 0.52770875125000016 0.47721625100000004 39.110279783550006 42.360359531950003 0.52453519355000011 0.34512439750000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 0.3055746834000001 37.198331469900005 35.050303764500008 0.54386096225000014 36.491284729650012 42.599563320500003 41.827117825850003 41.218101594450012 40.80591513400001 0.39591628995000006 0.55769288345000012 43.077238082650005 0.41988263825000011 0.55677973715000018 0.45036076765000005 0.54228915300000013 43.847983878700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -3 6 -6 13 -9 -10 11 12 -11 -1 15 16 -4 -17 19 20 21 22 -16 24 -20 -21 -27 -28 -26 -30
right_child=-2 2 14 -5 5 -7 -8 8 9 10 -12 -13 -14 -15 18 17 -18 -19 23 25 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.017367380608610213 -0.016934130158338188 -0.024839864615938359 0.020664095948831708 0.0026517329945756306 0.014249530754740508 -0.01809601218587948 -0.0081240167701551423 -0.021615097633638478 0.0098087241849459574 -0.019220577166566603 -0.032469901308680771 0.012136415063185817 0.0064933692129033969 0.00066826876910329968 0.015322672527611627 -0.023071293230084236 -0.0060212980564187703 -0.0048807871807500167 -0.016384692738221261 -0.00044871796257764591 -0.013025332621946882 0.0091735030030550488 -0.0013626689103262658 -0.011481312444707091 -0.0031988556352945566 0.018333937799722651 -0.0049237911650610883 0.01381373816091893 0.020005107920444694 -0.0004467618320580666
leaf_weight=1.8249775008298446 4.2959189899265757 3.0330664794892064 2.0315454229712469 225.35901546105742 2.977001613005994 3.6897379318252206 3.226463571190834 2.3191600090358433 2.9977778904139987 5.2767371339723415 1.3422802463173873 2.6534440889954576 3.4365626908838749 51.124368099495769 3.9246920794248572 3.1495349584147334 4.9530348796397448 4.4018833432346582 2.5703715197742047 8.2548735067248362 8.1304277162998897 14.508880104869602 48.930184851400554 7.6681378297507754 8.4036357505246979 6.3704626262187949 4.1036718785762769 4.1357252448797226 3.3096711337566367 3.6707395650446415
leaf_count=125 649 49 5 1041 20 186 54 48 60 113 12 13 56 448 11 55 83 52 20 45 69 60 331 224 100 14 19 23 7 42
internal_value=0.000633556 0.000802098 -0.000856342 0.00164966 -0.00973997 -0.00511063 0.0026129 -0.00153211 -0.00616954 -0.00388896 -0.00711994 -0.0041264 -0.00907889 4.66434e-05 -2.73338e-05 -0.00564063 0.00174046 -0.0124677 0.000630787 0.0017352 0.000273622 0.00187873 -0.000123714 -0.0036088 -0.000246534 0.00656101 0.0105217 0.00448142 0.00244983 0.00925023
internal_weight=452.074 447.778 151.444 296.334 12.9263 9.8932 6.20347 70.9753 18.026 15.7068 12.709 11.3667 8.7133 52.9493 138.517 14.536 6.98458 7.55142 123.981 98.3589 75.4942 67.3638 52.8549 25.6226 17.9544 22.8647 14.6099 8.2394 15.384 6.98041
internal_count=4034 3385 1469 1916 309 260 74 875 302 254 194 182 169 573 1160 195 88 107 965 572 471 402 342 393 169 101 56 42 149 49
is_linear=0
shrinkage=0.0167019


Tree=172
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 2 2 1 0 1 0 1 2 2 2 2 2 0 0 2 0 2 2 2 0 0 2 2 1 0
split_gain=4.3035 2.14868 2.63859 2.36045 2.5481 3.17363 2.11534 2.05224 7.09305 3.29487 4.57969 3.63225 2.22629 3.13956 2.84761 5.18003 4.05598 3.8183 3.07165 2.79846 3.93527 2.77609 2.68516 2.52827 2.24038 2.0448 1.91723 8.08537 5.2538 2.73471
threshold=0.59897907245000015 32.051492741500006 0.38052752915000004 35.419594101850009 0.40955360615000008 33.151194885250007 33.96174662340001 0.34219035360000005 0.45994131915000008 0.35862698720000002 0.49949103320000005 0.35738450945000005 42.779078631750004 42.67709657435001 43.018222997350009 43.047778594550003 43.157831852650006 0.48306936920000004 0.4815274992000001 42.283941020600004 0.47396784530000008 39.011793722550003 42.434124620650003 38.625745710700009 0.48119816770000007 0.46898296455000005 43.89540535710001 47.709122305950011 0.3782970569500001 0.53158588065000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -3 8 -5 10 11 12 13 19 18 -16 -17 -18 -14 20 21 25 -21 -22 -15 -9 -11 -28 -29 -30
right_child=-2 3 -4 7 5 -7 -8 9 -10 26 -12 -13 14 24 15 16 17 -19 -20 22 23 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.028861760200028098 -0.018245334484269262 -0.00064627218190042412 0.00053813133927025963 -0.0013001879561036298 0.013945190899155791 -0.021670269558312905 0.012319713400806447 -0.014302744894383037 -0.032740878498957696 2.0644716850544437e-05 0.017925752362888219 0.020045183905069881 -0.0025736976621780071 0.00091653889043902183 0.020479845814462216 -0.021220356774780697 -0.0057980711388821229 0.012005535779580299 -0.028899064109223705 -0.019406447094254962 0.014677054527731132 -0.026961604048453238 -0.00067062635569594808 0.0029955193266619534 0.018126726672767206 0.014246656848768486 -0.020353344722362634 0.020554844934752629 -0.026437478395756844 -0.00016479578642678296
leaf_weight=1.7609908587764938 3.8919329238124183 5.6145435795188012 2.2670681998133659 28.566105948761109 1.3195736007764929 2.113145069219172 14.997661972418426 1.7685500718653195 2.5365323256701222 191.89704869315028 6.2716500088572493 3.6364439688622943 3.3662026189267662 3.7641590535640699 3.4846983850002315 3.4119598045945194 11.487163946032526 5.9301835969090453 2.5135420709848404 3.5559080839157096 6.417991939932107 2.3045325018465519 8.2351471148431283 95.908070776611567 7.0655167251825333 1.5099294483661649 7.7424606857821372 3.8475049734115592 1.533104881644247 7.9908360443077981
leaf_count=77 649 34 34 344 11 48 65 39 36 1270 34 21 30 17 11 42 84 18 20 28 23 68 54 401 54 4 305 9 58 146
internal_value=0.000619405 0.000785207 -0.0123149 0.000905465 0.00639418 -0.00797931 0.00878792 0.000587256 -0.00386429 0.000948151 0.00281389 0.00223725 0.00183433 0.00285428 -0.00257497 0.0001462 -0.00325557 0.000263624 -0.0138276 0.00201373 0.00292444 -0.0118068 -0.00632091 0.0037282 0.0121448 -0.00115409 -0.000546388 -0.00569996 0.00278478 -0.00439401
internal_weight=446.71 442.818 4.02806 438.79 24.0449 3.43272 20.6122 414.745 31.1026 383.643 170.632 164.36 160.724 130.53 30.1938 24.314 20.8293 17.4173 5.87974 119.7 107.909 5.58301 11.7911 102.326 10.8297 3.27848 213.011 21.1139 13.3714 9.52394
internal_count=4034 3385 111 3274 158 59 99 3116 380 2736 948 914 893 688 205 155 144 102 50 617 535 111 82 424 71 43 1788 518 213 204
is_linear=0
shrinkage=0.0180187


Tree=173
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 2 2 0 0 0 1 2 0 1 2 0 0 1 1 1 2 1 0 0 1 2 0 2 0
split_gain=14.5025 7.12166 8.15308 7.29178 6.86565 5.82846 5.35608 5.16812 8.79528 5.1135 4.39279 4.93962 4.2465 10.2472 6.12815 4.53534 3.82234 3.78663 3.44476 3.4227 4.13551 3.39564 2.96775 4.31406 3.85253 3.0948 2.92295 2.82236 2.76533 5.00162
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 0.39091643965000006 0.39382054430000007 42.67709657435001 40.280372415600006 41.942745071500006 0.48068920095000006 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 0.37078231190000005 49.122847560300009 0.54386096225000014 0.55538756325000016 0.4025178887000001 0.46280051495000007 0.45368402140000008 43.680097826700013 0.44805544745000009 0.55074698365000019 0.53544804050000006 0.3975479776000001 37.198331469900005 0.50339810185000011 43.018222997350009 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 19 -4 -9 10 11 12 13 -3 27 -14 -12 -18 21 20 22 -16 23 24 25 -6 -26 28 29 -15
right_child=-2 9 3 4 6 -7 -8 8 -10 -11 16 -13 15 14 18 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0042163853063977583 -0.0036169555811869361 -0.0031186344439430337 0.0012180212721458908 -0.0046606389838429784 -0.00016644021713476813 0.0037847733042094809 0.00097600075912979937 -0.0034073553313908136 0.0011357369075441393 -0.0035200535726916402 0.0053163883819393049 -0.004780730918378771 0.0026161278351934094 0.0015262186114592677 -0.00067995105672612221 -0.0013724335645212478 -0.0029537586039344991 0.0037287237231406764 0.0033845876855626649 0.0028962109444968208 -0.0047805623110355883 -0.0048739141919838204 0.0014784811826815201 -0.0030329052106389245 -0.0019712619650150251 -0.0047255784966118448 0.0014115473480434178 0.003521615959797662 0.0013053523673112538 -0.004660075361407146
leaf_weight=5.406077555846422 14.71880235057324 20.872850578278303 216.99312195368111 4.9479453191161147 4.8862655796110612 12.796353906393049 64.324782887473702 11.04985521361232 18.198377966880798 8.1461274968460184 4.0894807577133161 4.1152244228869668 14.058199226856233 4.4790344834327716 6.2746278345584834 6.8363215439021578 2.9107090793550014 2.5814574509859085 1.668124824762345 4.0495991148054591 4.1630030311644068 6.1848136894404888 9.0127135552465898 12.685146257281302 5.3792675584554699 4.7252605091780424 17.618926972150803 6.2965151816606513 22.622196160256863 3.9842609390616417
leaf_count=253 757 327 856 77 31 58 277 105 68 177 8 132 39 15 43 40 34 10 4 19 74 127 52 149 33 77 62 22 82 26
internal_value=0.000313971 0.000427118 0.000682623 0.000750387 -1.87956e-05 0.00114173 0.000162273 0.00100438 -0.000580624 -0.000452314 -0.000218703 -0.00047401 -0.000284004 -0.000744472 0.000217593 0.00131114 0.00237634 0.000187177 -0.00203607 -0.000674943 -0.000922277 -0.00276182 -0.000626516 -0.00104537 -0.000272215 -0.00240782 0.00062031 0.00106931 0.000572581 -0.0013861
internal_weight=526.075 511.357 396.237 390.831 131.793 259.038 126.845 246.241 29.2482 115.12 106.974 97.3922 93.2769 72.3824 51.5096 20.8945 9.58165 5.49217 14.1276 62.5202 58.4706 12.4594 54.3076 45.2949 32.6097 9.61153 22.9982 37.382 31.0855 8.4633
internal_count=4034 3277 2191 1938 851 1087 774 1029 173 1086 909 857 725 646 319 79 52 44 174 497 478 170 404 352 203 108 95 145 123 41
is_linear=0
shrinkage=0.00401672


Tree=174
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 1 2 1 0 0 2 2 2 2 1 1 0 1 1 1 2 0 1 1 1 0 0 1 1
split_gain=4.07896 1.93621 3.47412 2.43448 3.03331 2.19125 3.04257 3.71969 2.92282 2.02033 3.4356 4.17339 3.30089 1.85463 2.63778 3.70141 3.72415 5.06996 3.25295 3.01952 5.15422 3.93837 1.68486 2.75907 1.66535 1.71257 4.60205 7.33233 4.59587 2.3507
threshold=0.48627286610000009 0.54646567465000018 0.4349121284000001 0.55538756325000016 0.55832160710000012 0.40509266190000009 0.42209814075000007 40.280372415600006 0.39670967935000007 0.42569084760000003 0.39718870690000002 44.952171034750002 35.050303764500008 42.622319549950006 42.522337019050006 0.4662734648500001 0.46280051495000007 0.56341127510000011 0.43837010870000009 0.45107930900000009 0.45368402140000008 41.605323437500005 0.57537199485000012 0.44521122120000006 0.43401395170000007 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.41988263825000011 0.39193437325000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 -4 -5 8 -7 -8 -3 10 11 -1 -12 14 15 16 17 -6 -19 22 -21 -22 -20 -24 25 28 27 -27 29 -11
right_child=-2 2 3 4 13 6 7 -9 -10 24 12 -13 -14 -15 -16 -17 -18 18 19 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.020591178257207129 -0.019682673343092278 -0.011581173277324677 -0.022229706546250168 0.016269144803626751 -0.020934250588717489 -0.024205044185022413 -0.021923935043955657 0.0007081580637542127 0.019430785831316549 0.002163253393267099 0.012253821989671398 0.0060608716023283528 -0.023006020491351857 -0.011898994053375349 0.01837843708894123 -0.021889568721107221 0.017180248483186819 0.013623786191929686 -0.024150020211146806 0.014433566878217476 -0.022430639557345654 0.020382447852498684 0.011460133141364648 -0.022377109291088201 0.014750585031819152 -0.022435890470779263 -0.023609026619535886 0.022006823154272041 0.016555927235377611 -0.0023377889527659273
leaf_weight=2.7091764784418073 3.6306851254776111 2.3160649575293091 1.6545944772660721 4.6713524963706723 4.086870905011895 5.0185262179002192 3.9373190235346547 8.5177530180662853 2.1945971623063087 276.7811785666272 1.2174238744191814 11.120560318231581 5.1442663790658116 4.4088219874538472 3.0801003947854033 2.695739838294684 4.8414643853902808 6.7343036979436901 2.7325270362198379 6.7781428555026633 3.3691726783290505 1.0434089340269563 1.9438865138217809 1.6535533238202331 3.5978488428518167 2.2994105042889696 3.6021805629134178 3.4292619824409485 7.656098246574401 50.940232746303082
leaf_count=173 597 31 14 16 26 74 68 43 17 1520 22 48 192 166 9 130 21 32 23 24 80 7 20 37 58 50 22 9 20 485
internal_value=0.000643602 0.000811258 -0.0020844 0.000735239 0.00152621 -0.00845802 -0.0115467 -0.00644634 0.00350725 0.00137451 -0.00454727 0.000839868 -0.0162584 -6.18157e-05 0.00127774 -0.000190298 0.0015725 -0.00109367 0.00224939 -0.00212251 0.00388959 -0.012307 -0.0127513 -0.00409306 0.00171779 0.00158177 -0.00655526 0.00416813 0.00180815 0.00146362
internal_weight=443.807 440.176 71.6782 49.6939 48.0393 21.9843 17.4736 12.4551 4.51066 368.498 20.1914 13.8297 6.36169 43.368 38.9592 35.8791 33.1833 28.3419 24.255 17.5207 11.1907 4.41258 6.32997 3.59744 348.306 344.708 9.33085 5.72867 335.378 327.721
internal_count=4034 3437 838 605 591 233 185 111 48 2599 435 221 214 575 409 400 270 249 223 191 111 87 80 57 2164 2106 81 59 2025 2005
is_linear=0
shrinkage=0.0192558


Tree=175
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 2 2 1 0 1 0 2 0 0 0 2 2 2 2 2 2 1 0 0 1 0 2 1 1 1
split_gain=3.67815 1.80545 2.42419 2.03957 2.12838 2.71602 1.90766 1.6099 6.3439 2.65832 4.24886 3.12417 1.94472 4.6856 2.93412 8.11631 5.47173 3.64513 2.1873 3.79502 3.09123 3.01587 4.56453 2.78005 3.33935 2.80614 4.26581 2.9186 1.91718 1.84348
threshold=0.59897907245000015 32.051492741500006 0.38052752915000004 35.419594101850009 0.40955360615000008 33.151194885250007 33.96174662340001 0.34219035360000005 0.45994131915000008 0.35862698720000002 0.49830843385000007 38.400997490450003 0.47883296910000012 0.4784437592000001 0.46739618575000003 43.572676689450006 42.719328117250008 44.262924377150007 41.257403903850005 41.535369675400013 41.685324604100011 0.34545372890000009 0.48447651265000008 0.48068920095000006 0.3453938505000001 0.48351845755000006 43.157831852650006 0.34542378970000004 0.34536391125000004 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -3 8 -5 10 11 -9 13 14 15 -13 28 -18 21 -20 -21 -14 -23 24 -22 27 -27 -25 -16 -11
right_child=-2 3 -4 7 5 -7 -8 9 -10 29 -12 12 18 -15 16 -17 17 -19 19 20 23 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.026710106986292219 -0.017365253737684775 -0.00071420403933075672 0.00068613759055940549 -0.0010277171542860686 0.011428591884701919 -0.020573167646796939 0.011072746593066882 0.01137297027925133 -0.030117544833468096 -0.005509503697652734 0.015635584247383566 -0.018181152491461922 0.010721170360309579 -0.019134724758736631 -0.00036832490140187491 0.044823423276526289 -0.020601790497280299 0.0031533197269396048 -0.0087035968681586865 0.014203642064200361 0.0022449518077323556 -0.0069878354302721733 0.011672438787682791 -0.0030090244413197411 -0.017555630429298578 -0.007120962877996127 0.011476502991564795 0.011524747565109043 0.0086233017079976586 1.6364920900981541e-05
leaf_weight=1.658324308227747 3.3639295804314306 5.6182458344847026 2.2352575277909636 28.119543261826042 1.3383959354832762 1.8794278348796067 14.473980431444941 9.5218150839209539 2.398176008835434 19.62541666533798 6.8559161126613608 1.0421631503850215 18.97026764601469 4.0799866244196883 26.4502964168787 1.4290881156921384 6.0225966610014421 2.7841577082872391 10.466667026281355 6.0048524737358084 5.4563969746232015 9.4984555542469042 6.5135077238082877 5.5943805724382427 4.6501216515898705 12.593648642301561 5.1107797995209685 14.972809724509714 9.4999145679175836 190.80575670627877
leaf_count=77 649 34 34 344 11 48 65 71 36 168 41 66 71 28 120 2 101 20 53 26 22 41 29 23 29 63 16 84 42 1620
internal_value=0.000518254 0.000656337 -0.0109823 0.000761289 0.00570073 -0.00726261 0.00777685 0.000479409 -0.00331369 0.000785685 0.00239946 0.00183464 0.00123372 -0.00148279 4.21419e-05 0.0182535 -0.000963394 -0.0130919 0.00262986 0.000763394 0.00258543 0.0060899 0.000602979 0.00114334 -0.00686552 0.00325827 -0.00175239 0.00757149 0.00200773 -0.000498993
internal_weight=439.034 435.67 3.89358 431.777 23.3101 3.21782 20.0922 408.467 30.5177 377.949 167.518 160.662 151.14 51.3082 47.2282 2.47125 44.757 8.80675 99.8319 64.8497 54.383 34.9822 16.012 48.3781 10.1065 38.2716 17.7044 20.5672 35.9502 210.431
internal_count=4034 3385 111 3274 158 59 99 3116 380 2736 948 907 836 379 351 68 283 121 457 316 263 141 70 237 51 186 79 107 162 1788
is_linear=0
shrinkage=0.0171685


Tree=176
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 2 2 0 2 1 1 2 0 0 1 1 0 0 2 1 2 1 1 1 2 1 1 0 2
split_gain=13.8142 7.82155 9.01625 6.41693 9.99735 6.06301 6.16307 6.07673 5.24398 9.10882 4.08724 8.30553 5.63169 3.75831 5.94371 3.65532 5.73638 3.20537 5.17421 3.91344 4.19016 3.24736 2.99199 8.57064 3.15394 4.3125 2.9812 3.69545 2.96662 2.62661
threshold=0.57537199485000012 43.525909308350002 0.42018203045000008 0.39091643965000006 0.53544804050000006 47.709122305950011 45.295823381400005 49.122847560300009 0.47883296910000012 41.942745071500006 0.40509266190000009 0.41615520495000008 38.244973486750006 0.39672464895000009 0.48119816770000007 0.3975479776000001 0.39382054430000007 0.54646567465000018 0.56643513670000012 40.844669808050007 0.44805544745000009 42.310579034350006 0.35862698720000002 0.34674111555000003 0.39814676205000005 43.89540535710001 0.43837010870000009 0.45036076765000005 0.55677973715000018 41.806790701050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 6 22 -7 9 -4 -6 -12 -13 -9 -15 16 -5 -14 19 20 -19 29 23 -3 -24 -26 -20 -28 -16 -21
right_child=-2 5 3 4 10 7 -8 13 -10 -11 11 12 17 14 28 -17 -18 18 26 21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0041341810651395533 -0.0027113047222805798 -0.0014003005811868091 0.0009373206268481751 -0.0045968391929636105 0.0023913013005283619 0.0020384265737418295 -0.0045865920285634351 -0.0063844902189856426 0.0013778139452356542 -0.0021634347700887455 -0.0046708315178621181 -0.0019889651633395447 0.0019745699042504543 0.0035878888412243077 -0.0049590573510709069 -0.0046398590548681808 0.00039515280648333163 -0.0053816740729088174 0.0037191638479354269 -9.0636216378344134e-05 -0.00064517033254442671 -0.0022707163729848902 -0.0045100693317382048 0.0049294006586658237 0.0018869033895840567 -0.0042675535748159781 -0.0022504931717384734 0.0021499278471330424 0.0013012574833680588 0.0035751378961950855
leaf_weight=5.988776860293 22.138495317660272 13.798107324168091 61.886004530824721 5.363192340359098 15.368568301200865 17.802233453840021 9.1539120525121671 2.1244923770427695 213.0771914832294 19.239976387470961 5.1237098202109328 12.322880443185566 26.851423934102058 3.3431917428970319 3.8593200501054525 7.2904622312635174 10.643039759248493 4.7230731695890444 7.7741779088974026 6.9140406176447886 7.4696949645876884 4.9124285429716101 5.8142489455640298 4.3616021424531928 4.3219288773834705 2.9800368249416351 4.4949953854084006 8.6386050060391408 1.6845359634608028 5.3878120332956314
leaf_count=291 933 126 276 82 43 61 166 15 821 201 39 118 80 11 84 117 64 46 23 31 40 28 106 12 21 101 30 33 21 14
internal_value=0.000331578 0.000465581 0.000661804 0.000728993 1.25128e-05 -0.000762793 -0.00174603 0.000616829 0.00105357 0.00020194 0.000508654 0.000202844 0.000481887 -0.00168145 -0.000557167 -0.00232972 -0.00127751 0.000876463 0.000290439 -0.000773845 -0.00247993 0.000434568 -0.000914649 0.000119968 -0.0023471 -0.000624819 0.00178737 0.000643877 -0.00305682 0.00151485
internal_weight=524.852 502.714 433.47 427.481 133.278 69.2436 40.4298 28.8138 294.203 81.126 109.981 94.6128 89.4891 11.0115 8.88705 23.2967 16.0062 77.1663 50.3148 29.407 12.1928 17.2143 31.2759 18.1597 13.1162 7.30197 20.9078 13.1336 5.54386 12.3019
internal_count=4034 3101 2377 2086 788 724 532 192 1298 477 525 482 443 131 116 263 146 325 245 159 86 73 366 138 228 122 86 63 105 45
is_linear=0
shrinkage=0.003936


Tree=177
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 0 0 2 1 1 2 1 0 0 2 1 2 2 0 1 0 2 1 0 2 1
split_gain=3.55509 1.61151 3.02466 1.93084 2.54863 1.81525 1.87958 2.16177 2.20265 2.98872 2.8748 4.18297 1.78783 2.84583 3.43499 2.4323 1.71396 3.05323 6.35742 2.05347 2.03398 4.41578 1.83274 2.59949 2.27719 2.52595 1.65983 4.41957 2.75503 2.81581
threshold=0.48627286610000009 0.54646567465000018 0.4349121284000001 0.55538756325000016 0.55832160710000012 0.47721625100000004 0.34512439750000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 0.40509266190000009 0.42209814075000007 40.280372415600006 0.39670967935000007 0.4778150355000001 0.47883296910000012 40.636252116050009 0.34536391125000004 44.262924377150007 47.709122305950011 0.47961138885000004 0.34587287805000005 0.48068920095000006 41.827117825850003 0.36006406990000012 0.49787431515000008 35.419594101850009 0.41714319930000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 -4 -5 6 -1 -8 -9 10 11 -10 15 -14 -15 -3 19 18 -18 -7 22 -22 23 -19 25 -24 -26 -28 -29 -30
right_child=-2 2 3 4 -6 16 7 8 9 -11 -12 -13 13 14 -16 -17 17 20 -20 -21 21 -23 24 -25 26 -27 27 28 29 -31
leaf_value=0.00026771943001146689 -0.020084050119088846 -0.011529737567593132 -0.019931258825103423 0.015433760894106481 -3.5748317181404484e-05 0.0015768877803265591 -0.025052474033876643 0.011113316235941497 -0.022489659511268242 -0.036581238554674628 0.013342083008265849 0.0060959361943442375 -0.024218660854239907 -0.022130311481464403 0.00070157504771266755 0.017304968909106967 0.0055249422393464859 0.0029163591437209179 -0.020185745982502525 0.015807085949058254 -0.020304543228538714 0.0031603238674444826 0.00025372618253551537 0.020387420135328016 0.0047078368057078815 -0.018339139886846018 -0.020750729018157145 0.0099612745232131594 -0.00073945406815069175 0.0064465891385111166
leaf_weight=51.335450344253331 3.1930488864891222 2.2760603278875378 1.6895704679191101 4.5674213524907818 42.206661776639521 8.3639357537031156 2.2893305304460254 2.8252923954278222 4.7323425444774276 1.2818661741912372 2.5699459239840516 3.4073346816003323 4.6421399740502265 3.635622536763548 8.5393650624901039 2.2524080369621515 7.5903139039874059 8.9632286950945836 7.3022516630589962 7.3929831907153121 4.8855470772832623 8.509045373182742 8.2946251928806287 5.2120723873376837 83.826683823019266 4.2901759892702094 3.4580520531162611 14.235818317160009 96.998024255037308 26.968630096875131
leaf_count=573 597 31 14 16 575 34 53 62 113 12 13 56 74 68 43 17 27 35 58 29 162 87 34 22 408 28 26 55 596 116
internal_value=0.000597337 0.000749305 -0.00198898 0.000728554 0.00147483 0.00127341 -0.00161412 -0.00726154 -0.00451268 -0.00819429 -0.00479657 -0.0105235 -0.00815894 -0.0111132 -0.00611635 0.00281231 0.00194041 0.00158582 -0.00708174 0.00825355 0.00207174 -0.00539826 0.00246841 0.00934024 0.00205925 -0.00608461 0.00251377 0.00121544 0.00176507 0.000823851
internal_weight=437.735 434.542 69.8092 48.4637 46.7741 364.733 68.4416 17.1061 14.8168 11.9915 10.7096 8.13968 21.3456 16.8171 12.175 4.52847 296.291 280.534 14.8926 15.7569 265.642 13.3946 252.247 14.1753 238.072 12.5848 225.487 141.661 138.202 123.967
internal_count=4034 3437 838 605 591 2599 882 309 256 194 182 169 233 185 111 48 1717 1654 85 63 1569 249 1320 57 1263 62 1201 793 767 712
is_linear=0
shrinkage=0.0196719


Tree=178
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 1 0 1 2 0 1 0 2 0 0 0 1 1 1 0 2 0 2 1 2 1 1 0 0 2
split_gain=3.21702 1.81877 1.66309 2.12706 1.56585 2.15479 1.82616 1.96978 2.42561 1.47247 4.6736 4.19197 2.69086 3.50466 5.09873 6.77379 3.74499 4.22644 7.75732 2.77506 2.65591 2.47163 2.46486 7.73855 4.29713 3.51366 3.75229 3.50219 2.6465 2.44972
threshold=0.59897907245000015 0.3055746834000001 32.051492741500006 0.38052752915000004 35.419594101850009 0.34398670700000006 0.49880243110000005 0.40955360615000008 33.151194885250007 0.50706565670000014 0.37668033890000002 0.50278434775000014 38.625745710700009 0.51675099550000014 0.5216909673500002 0.52366695610000014 0.39971857130000005 0.40301188585000008 0.41714319930000004 0.56395018115000017 39.861052345600008 0.5398790455000001 38.625745710700009 0.36204005870000006 37.038444968100009 0.36575252235000005 0.36359689830000008 0.47396784530000008 0.47808448850000007 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 -8 -9 11 20 22 19 -14 -15 -16 -17 -18 21 -12 -11 -19 24 29 25 26 28 -26 -6 -24
right_child=-2 2 4 -5 9 6 7 8 -10 10 12 -13 13 14 15 16 17 18 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.023431554788768554 -0.022869366915505042 -0.034242650467202762 0.02085890339714715 0.00025294493139929591 -0.014784992869248417 -0.0098556760534497228 0.011829425266993113 0.013886184968576409 -0.026741208423381731 0.0013498991495799054 -0.0039545317271639548 0.01429256158346371 0.017287666159663626 -0.023098811148357372 0.01888939123816671 -0.0081253818144266764 0.014377494332205339 -0.0074897637654912225 0.0020122024613841291 -0.027994006421184124 -0.025661534578440087 -0.03643400315529912 -0.019084336959056484 -0.026074984100931196 -0.0039943206236671665 0.021440254859118556 -0.037001560577958906 0.021325738286287824 0.027213238715348139 0.0014263962343717624
leaf_weight=1.5827368493191887 2.9653253508731714 1.567467441549524 4.4838996529579189 2.2012612977996469 2.0894575882703097 4.1440487951040295 10.752094583585857 1.3495118916034692 1.7018505111336706 2.7284656986594182 28.607252020388845 13.174942064099012 6.7029781276360145 4.5236295172944656 10.364446114748715 24.225138410925865 12.0351575165987 2.6006332887336603 75.471980391070247 2.6908239144831887 5.8872945308685303 3.6066495161503553 3.0330743156373492 5.5370291615836313 3.7058938238769761 1.8169614560902116 2.296080581843853 11.419420406222342 1.2155439853668211 178.77540127048269
leaf_count=125 649 77 24 34 60 36 39 11 48 13 207 67 36 35 40 312 44 44 626 76 54 42 17 94 44 5 14 41 4 1116
internal_value=0.000622127 0.000784018 0.000873418 -0.0140943 0.00100616 0.00682561 0.00331961 0.00727507 -0.00877312 0.000681853 -0.000844293 0.00190957 -2.40578e-05 0.00132118 0.000515455 0.00134803 -0.000193497 0.00185689 1.20238e-05 -0.0060213 -0.0171075 -0.0243074 0.00113227 0.000281525 0.00820237 -0.0059067 -0.0147779 0.015122 0.000661504 0.00108422
internal_weight=433.256 430.291 428.708 3.76873 424.94 22.4314 17.9475 13.8035 3.05136 402.508 179.444 223.064 170.829 139.531 132.828 128.304 117.94 93.7144 81.6793 31.2981 8.61576 6.20728 209.889 187.346 22.5434 7.41804 5.60108 15.1253 3.305 181.808
internal_count=4034 3385 3260 111 3149 158 134 98 59 2991 1529 1462 1462 1179 1143 1108 1068 756 712 283 67 86 1395 1227 168 83 78 85 64 1133
is_linear=0
shrinkage=0.0226314


Tree=179
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 1 2 2 1 1 2 2 0 1 2 2 0 0 2 1 2 2 2 1 0 1 2 2
split_gain=11.3589 5.12016 8.59414 7.73017 3.22863 5.60683 3.34422 6.71382 3.08102 3.91289 3.30149 4.73407 4.91975 3.02159 3.2483 2.97987 3.17073 4.86736 4.59397 2.67497 3.287 2.62741 3.95726 5.93051 2.51732 2.52075 2.49023 2.46251 2.36849 4.58171
threshold=0.57537199485000012 0.39091643965000006 0.47721625100000004 0.53475943835000017 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.46280051495000007 48.86568841230001 49.122847560300009 0.3975479776000001 0.39382054430000007 42.434124620650003 40.636252116050009 0.54228915300000013 0.34512439750000007 39.952536079750011 41.32819714970001 0.42018203045000008 0.47700667645000011 44.756878345700009 0.40509266190000009 39.952536079750011 42.094663496250007 42.622319549950006 0.41988263825000011 0.47396784530000008 0.3055746834000001 44.421469061800003 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 13 21 -7 -8 10 -10 11 -3 -13 14 -5 16 18 -18 -1 20 -17 -6 -23 -24 25 -15 -20 -19 -4 -30
right_child=-2 3 28 4 5 6 7 -9 9 -11 -12 12 -14 24 -16 19 17 27 26 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0038816080211276525 -0.0024779789924191456 -0.004332593265155742 0.0010547366294716021 0.0008138753708905259 0.000977735878033041 0.0011371411642238346 -0.0045197502218033989 0.0012441793051462435 0.006011727941179712 -0.0039066244464981362 -0.0041854661269521741 0.0012728373929826924 -0.0045799432294954491 0.001367187014079352 -0.0024339760251395714 -0.0035972617878285273 -0.0047814101306236003 -0.003920609858620706 0.00082593348698681551 0.00047711494230154137 0.00036754635094689595 -0.0044319071725890261 0.00020271919078859485 -0.0052858898388380999 0.00030835848440598744 0.0042902350701786275 0.0036816900054421286 6.4133556084413777e-05 -0.0035348960399500229 0.0016557725154241112
leaf_weight=2.3381974222138551 19.730599891394377 5.1239971853792765 250.17974227666855 16.655883237719539 4.5428242534399059 33.466375853866339 4.8582114521414024 6.6359505485743284 1.4206644892692559 0.90293848048895586 8.6947554573416692 8.9636690653860551 2.5634351521730414 8.7978351041674667 5.7492869794368735 10.506887910421939 3.6299696005880824 2.3224439173936871 15.193305127322676 5.8761428222060195 4.0097515955567351 7.0872659012675312 11.812817201018332 3.5545355658978215 9.366870414465664 7.6598647758364669 5.8775639235973349 29.419577524065971 4.5543837435543519 4.8990241512656212
leaf_count=132 933 88 989 61 42 151 106 31 2 50 203 49 73 29 30 217 53 108 62 29 56 96 55 39 49 16 17 201 50 17
internal_value=0.000293123 0.000405471 0.00065791 -0.000172981 0.000235741 -0.000264157 0.000541684 -0.00119205 -0.00194835 0.00215751 -0.00232475 -0.00135314 -2.87231e-05 0.000981582 -1.95407e-05 -0.000416572 9.13686e-06 -0.000694758 0.00107275 -0.00164365 -0.00250211 -0.00160618 -0.00212893 -0.00106682 0.00185015 0.00272765 0.00162253 -0.000227415 0.000985568 -0.000844944
internal_weight=506.395 486.664 338.807 147.857 120.188 71.958 44.9605 11.4942 27.6695 2.3236 25.3459 16.6511 11.5271 48.2297 22.4052 79.1738 58.7811 35.372 23.4091 20.3928 14.5166 26.9974 22.4546 15.3674 25.8246 16.4577 21.0709 31.742 259.633 9.45341
internal_count=4034 3101 1931 1170 705 520 288 137 465 52 413 210 122 185 91 875 573 362 211 302 273 232 190 94 94 45 79 309 1056 67
is_linear=0
shrinkage=0.0037255


Tree=180
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 2 0 0 1 1 2 2 0 2 2 2 2 2 1 1 0 1 0 0 0 1 1 0 1 2
split_gain=7.93537 4.31931 7.57715 4.70122 4.78327 4.71985 3.7727 5.39004 3.50481 5.7197 3.23336 6.83302 3.21591 4.6215 3.72767 3.484 4.11702 3.23986 3.00821 5.60872 3.62589 3.52056 2.99703 3.86849 2.51171 3.97383 5.07672 2.81914 3.84475 3.60485
threshold=0.57537199485000012 43.680097826700013 0.42018203045000008 47.709122305950011 49.122847560300009 45.295823381400005 0.39672464895000009 0.39718870690000002 0.39091643965000006 0.39382054430000007 49.835088602800006 50.448116877400004 0.47883296910000012 41.872294782850005 43.426640904350009 42.719328117250008 42.434124620650003 41.741384785950011 0.34524415440000006 0.35862698720000002 0.38064728600000003 0.34674111555000003 0.53866650695000018 0.54300769440000007 0.56719858685000013 0.43837010870000009 0.44922307715000004 0.54646567465000018 0.46280051495000007 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 18 -6 -8 12 -10 -9 -12 13 17 15 16 -15 -4 20 21 -3 -20 -21 -24 27 -26 -27 -11 29 -29
right_child=-2 3 8 4 6 -7 7 10 9 24 11 -13 -14 14 -16 -17 -18 -19 19 22 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0063637580256770314 -0.0035812940517851192 0.0018659118308578661 0.00067866451975456636 0.0028670929656803316 -0.0095972449767514449 -0.006819982331880403 0.0087578002202841343 -0.0086283823885780243 -0.0068535620905692167 0.00068373408695775173 0.0088345429819742388 -0.0066381571529162929 0.0016734284244052607 -0.0053900008794722822 0.0040971281561962194 -0.007124859226542931 0.001906582703385938 0.0060594828956995117 8.9711769183032719e-05 -0.0066133748732206416 -0.0085819692570082966 0.0073298208060410524 0.0052904960067246968 -0.0068208600674912433 0.0057729567383785841 -0.0054565620331793888 0.0025909278624318757 -0.0033992043182485888 0.0042376912010101062 0.00077768460001714302
leaf_weight=5.3568834639154366 17.539335777983069 1.7999015357345367 51.684110723435879 17.069886870682243 2.0924965292215338 7.2452807109802952 1.8066297769546489 2.4144954513758421 4.2480465285480014 63.026002837345004 1.8633063845336435 2.3865073695778847 199.31788538396358 5.168790211901074 2.8881968297064295 5.8715388942509881 6.2784444987773895 4.4559763148427001 6.3512265644967574 5.2238728851079923 3.7649799454957247 4.0209833681583405 2.3698647320270538 1.6330868843942878 7.3813925907015827 4.0264872387051573 10.038762118667362 23.349871553480625 3.9834722578525534 11.212326236069201
leaf_count=298 933 20 252 61 15 166 4 26 82 353 7 79 822 60 17 104 40 13 38 133 55 12 7 68 27 35 44 200 13 50
internal_value=0.000417156 0.000566901 0.000789886 -0.000949393 0.000885421 -0.00251382 -0.00231684 -0.000518436 0.000884992 5.38993e-05 -0.00303313 0.000145759 0.00126868 0.00021202 -0.002271 -0.00333299 -0.00138806 0.00110575 -0.00127398 -0.00015847 -0.00520271 0.00289648 -0.00359265 0.000349418 0.000292426 0.00217523 0.000287157 -0.000105124 -0.00139498 -0.00204418
internal_weight=485.87 468.331 408.288 60.0425 27.6333 32.4092 10.5634 8.47094 402.931 127.266 6.66431 4.24981 275.665 76.3471 20.207 17.3188 11.4472 56.1401 25.1639 19.599 5.56488 10.3722 9.22682 4.00295 123.018 21.4466 14.0652 101.572 38.5457 34.5622
internal_count=4034 3101 2410 691 192 499 131 116 2112 804 112 86 1308 486 221 204 100 265 333 258 75 50 208 75 722 106 79 616 263 250
is_linear=0
shrinkage=0.00605478


Tree=181
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 1 2 2 2 2 1 1 2 2 0 2 2 0 1 0 0 0 1 1 0 1 1 2
split_gain=7.78933 4.39302 8.21587 6.51181 3.95502 5.30292 3.50418 6.8657 2.7931 2.65902 3.05325 2.85236 7.24736 2.50737 3.65685 3.09382 5.26545 3.69821 3.0344 2.91592 2.77488 9.81948 2.37897 7.67232 3.91623 9.4902 2.42387 2.37352 8.01745 2.36958
threshold=0.57619532350000013 0.39091643965000006 0.53544804050000006 0.47736594710000008 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.46280051495000007 48.86568841230001 42.094663496250007 49.835088602800006 39.952536079750011 0.40955360615000008 0.34551360740000009 44.756878345700009 41.898943182100005 0.42018203045000008 48.226196960950006 48.96897326980001 0.37331217625000007 0.34219035360000005 0.47464147780000004 0.55974372025000008 0.56341127510000011 0.44805544745000009 0.43967246490000006 0.57152480465000022 0.39382054430000007 0.39587138110000003 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 13 -4 9 22 -8 27 11 -11 12 -6 15 -15 16 -1 19 -19 -17 -21 -22 -7 -24 25 26 -25 -3 -29 -2
right_child=29 2 4 -5 5 6 7 -9 -10 10 -12 -13 -14 14 -16 17 -18 18 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0064832805353199022 -0.0066294287927628134 -0.0073895954660582637 0.0018591954591731866 0.0015094234762021259 0.0070542864332782673 0.0049258358632600354 -0.0076200393522703486 0.002026919075633949 0.0035926897952854322 -0.0087654201202452039 0.00071382155559092831 0.00039752997795003441 -0.0073637141563348109 -0.0058379175957417396 0.0013429800172246684 0.0052561657951409047 0.001873226793701432 0.0037399756929900876 -0.0022631005127069516 -0.0071474900537244193 0.011963767759495545 -0.0052951279895594311 -0.0065462696583683672 -0.00030141340220773646 0.0054408923574937977 -0.0092029802630742737 0.0058042061508805365 0.0026806379619408881 -0.0053435562576578223 -0.0017620519465245312
leaf_weight=3.2306096949614576 6.8744869017973533 5.557130051776773 46.589530445635319 238.77569682151079 1.7166032046079687 7.4467584714293471 5.0812235698103887 6.6453699190169573 2.1902632685378185 4.7616530992090693 1.8382603432983158 11.929834946990011 6.5643457025289536 7.5555033609271032 4.368297167122364 1.3454649522900641 33.06352087110281 6.8962697908282262 6.2787701040506363 7.2116338750347477 1.6136837378144262 6.3497106768190861 4.4697659537196186 4.5088770464062708 9.6208492666482908 3.1845322931185356 5.8054035045206547 7.0740157552063492 15.52919370587915 9.0340329175814968
leaf_count=223 434 90 171 1041 4 22 109 32 52 54 24 55 95 124 58 13 147 19 33 177 3 93 27 25 25 37 24 28 309 486
internal_value=0.000433653 0.000580037 -0.000298709 0.000997681 0.000434864 -0.000467078 0.00080293 -0.00215318 -0.00320304 -0.00268221 -0.00612519 -0.00155789 -0.00437493 -0.000570618 -0.00320719 -9.42113e-05 0.0011294 -0.00158972 0.000879116 -0.0035586 -0.00434015 -0.00179783 0.00179234 0.000946567 0.00239517 0.00022443 0.00313514 -0.0037316 -0.00283226 -0.00386537
internal_weight=483.111 467.203 150.514 316.689 120.163 73.5735 46.7628 11.7266 30.3506 26.8107 6.59991 20.2108 8.28095 77.9135 11.9238 65.9897 36.2941 29.6955 13.175 16.5205 15.175 7.96339 35.0362 27.5894 23.1197 13.4988 10.3143 28.1603 22.6032 15.9085
internal_count=4034 3114 1183 1931 704 533 301 141 479 232 78 154 99 890 182 708 370 338 52 286 273 96 160 138 111 86 49 427 337 920
is_linear=0
shrinkage=0.00624749


Tree=182
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 1 1 2 0 0 2 0 2 0 0 0 2 0 0 0 0 0 1 0 1 2 2 0 1 1
split_gain=3.42398 1.65709 4.10916 2.8594 3.61762 5.21002 7.32237 2.89832 3.31011 4.71076 2.76801 2.83486 2.2905 2.18941 3.91929 2.07421 1.56403 5.2288 3.4186 3.93619 4.05434 4.89236 1.96884 3.63244 3.41239 3.37785 2.53665 2.64558 2.25296 3.69235
threshold=0.48627286610000009 43.680097826700013 0.42018203045000008 0.37331217625000007 47.709122305950011 0.34524415440000006 0.35862698720000002 49.122847560300009 0.39672464895000009 0.48119816770000007 43.89540535710001 0.53866650695000018 43.384297312450009 0.55677973715000018 0.55832160710000012 0.47997065955000012 42.779078631750004 0.47997065955000012 0.4815274992000001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.35471991855000007 0.48447651265000008 0.34584293880000011 41.919251152600005 42.67709657435001 0.49830843385000007 0.34551360740000009 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 15 -6 -9 -10 11 -8 16 -11 -15 -7 22 -18 -19 -20 -21 -22 24 -24 25 28 27 -26 29 -4
right_child=-2 3 12 4 7 6 10 8 9 13 -12 -13 -14 14 -16 -17 17 18 19 20 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.017800509099326053 -0.017528332562256572 0.026892355210948873 0.0011079010125536527 -0.022918541370135909 0.0063332114884113869 -0.00027130616003809906 -0.016672968218551073 -0.025411151864637455 0.015176768867432433 -0.021591610556793303 -0.019081557055385785 0.010623759044081483 0.009641995385231715 0.032726081230029076 -0.0183503100808113 0.015730945320604064 -0.020521865055857253 0.012237495864117506 -0.012252150076321933 0.016496517007083034 -0.028237970077725976 0.0048747742592178157 -0.01729820451464735 0.00056671491901518888 0.0032132855303834014 -0.0053832947982049989 0.016841728443390051 0.018159162128813626 -0.0040279706902750945 0.0090213367686490242
leaf_weight=3.3635912960162377 3.0602935738861552 0.98263408988714118 50.557228025048971 5.0128123937174704 16.180762357078496 4.7905837185680884 2.0822508288547379 1.968497559428213 3.2840162068605423 2.718598504550755 7.2688124170526862 2.434156596660614 9.3925364525057358 0.75413691997528065 1.0745982429943977 4.7666090801358223 4.1956863645464209 5.4366998225450542 8.0890857847407478 4.3038084059953672 1.8904089275747535 4.33266815636307 3.4166861986741415 192.74382640607655 25.538625689223412 18.198608249425888 6.8709610849618903 4.0470657870173445 12.508631527423857 26.512564368546009
leaf_count=298 597 5 230 99 70 34 35 15 11 84 312 8 60 1 58 16 90 18 47 18 23 37 66 1305 135 133 55 27 53 94
internal_value=0.000574643 0.000702083 0.00109855 -0.00213394 -0.00267892 -0.00716216 -0.00346138 0.00186897 -0.00550205 -0.00049767 -0.0125206 -0.00196116 0.00126671 -0.0118175 0.00271266 0.00770975 0.00105331 -0.00283001 0.000256114 -0.00324299 0.00367985 -0.00518402 0.00137558 0.000255547 0.00289885 0.00136243 0.00744098 0.00525775 0.00273288 0.00383018
internal_weight=437.777 434.717 381.399 53.3185 52.3358 26.3552 21.3424 25.9806 9.79985 7.83135 11.7852 4.51641 378.035 4.54733 1.82874 9.55719 368.643 28.2484 24.0527 18.616 10.5269 6.22308 340.394 196.161 144.234 107.777 36.4567 29.5857 89.5784 77.0698
internal_count=4034 3437 2689 748 743 504 405 239 169 154 355 43 2391 143 59 50 2331 233 143 125 78 60 2098 1371 727 510 217 162 377 324
is_linear=0
shrinkage=0.0171747


Tree=183
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 0 1 1 0 2 0 1 2 2 2 0 2 2 2 2 1 1 1 0 1 0 0 0 1
split_gain=9.83339 9.10531 5.74686 6.38094 5.02217 4.51484 4.28929 4.04514 5.6192 5.42635 3.98369 4.49771 3.78934 3.70095 3.57546 5.08965 4.57135 3.39774 4.11755 7.13513 3.22632 3.00562 4.21887 3.43286 6.5288 3.3605 3.15469 2.97143 5.30474 4.1992
threshold=0.39091643965000006 0.47883296910000012 0.59897907245000015 0.53475943835000017 43.89540535710001 40.750688432250008 0.57537199485000012 0.39587138110000003 0.39476362980000007 0.53043322055000008 40.890797847750008 0.54499865270000014 0.44805544745000009 42.198888176300009 41.872294782850005 47.927946529500012 0.42018203045000008 41.243661560350013 41.827117825850003 42.094663496250007 41.741384785950011 0.37078231190000005 0.36945001650000003 0.37977904855000005 0.50889194935000015 0.36533337325000009 0.51505942935000004 0.45798030000000006 0.47396784530000008 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 14 3 7 5 6 -5 8 9 -2 -7 -12 17 -14 16 27 -1 -13 -19 -20 -18 22 25 24 -23 -3 -26 -16 -29 -30
right_child=2 21 -4 4 -6 10 -8 -9 -10 -11 11 12 13 -15 15 -17 20 18 19 -21 -22 23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0048592597499317923 -0.0042816241647933 0.0016761474729323938 -0.0048091131060009219 -0.00026485710731692007 -0.0033713158838673159 0.0042398210013992466 -0.0050877952638071306 -0.0039989656803246943 0.0042243368143421861 0.0048734971699868415 0.0024607541785147285 0.0016741350289244288 -0.0029158176532295991 0.0033138287290434918 -0.0041969007794796223 0.0011265690378171706 0.00046402999030917995 -0.0072431976550844527 0.0037972631774253335 -0.0038523840006245698 0.0046464194904766347 0.0016540453700286213 0.0047914133890533533 0.0011816360272432925 -0.0065814690686129091 -0.0013553052505271414 -0.00090700673687963502 0.0038824483727843834 -0.0047513636648716193 -0.00037282533886805457
leaf_weight=3.3533968701958647 7.322694895789029 146.12280230969191 6.7948433691635719 58.550677478313446 8.904476033523677 8.2089433409273607 4.3785230144858351 15.808087409473954 3.9427184164524069 1.7774728462100027 20.245445892214775 5.4009395241737392 2.7769761979579917 8.7304946575313789 11.205101815983651 14.30474855750799 52.706027294509113 3.3803482204675666 3.9741699844598761 8.3612708523869497 4.4161909595131865 8.4075844660401362 9.1605696380138379 41.972884424030781 5.0182522982358915 8.5516184419393522 3.8061397261917591 3.7341231033206013 8.385189877822997 11.441958107054232
leaf_count=223 107 581 649 336 225 27 136 343 10 5 62 19 38 44 258 54 252 27 11 64 13 30 30 157 51 39 20 24 110 89
internal_value=0.000350342 0.000819064 -0.000574505 -0.000396631 3.83023e-05 0.000283133 -0.00060043 -0.00240031 -0.000462716 -0.00249342 0.00119347 0.000720466 -0.000359496 0.00181049 -0.000290645 -0.00123333 0.000474268 -0.00154202 -0.0026473 -0.00138786 0.000787376 0.0013641 0.0016921 0.000456441 -0.00130996 0.00150854 -0.00413396 -0.00220432 -0.0012567 -0.00222457
internal_weight=501.145 332.587 168.558 161.763 132.912 124.008 62.9292 28.851 13.0429 9.10017 61.0786 52.8696 32.6242 11.5075 109.547 49.0711 60.4756 21.1167 15.7158 12.3354 57.1222 223.04 163.835 59.2049 17.232 154.674 8.82439 34.7664 23.5613 19.8271
internal_count=4034 1931 2103 1454 989 764 472 465 122 112 292 265 203 82 1023 535 488 121 102 75 265 908 650 258 101 620 71 481 223 199
is_linear=0
shrinkage=0.00470027


Tree=184
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 2 2 0 1 1 0 0 0 1 0 1 1 2 2 1 0 0 0 1 1 1 1 1 1 2
split_gain=3.26029 1.7055 1.77694 4.94589 2.49855 2.48845 3.45017 2.9374 2.00301 2.51749 1.88301 1.97587 3.02912 4.1291 2.06694 2.96573 5.50171 3.00889 1.93363 5.96826 1.86162 1.87048 1.75785 4.01367 9.15472 4.39791 3.85175 3.62765 3.12929 2.90473
threshold=0.59897907245000015 0.3055746834000001 0.39193437325000008 0.39382054430000007 43.89540535710001 40.750688432250008 40.890797847750008 0.57537199485000012 0.4019490434500001 0.39670967935000007 0.56719858685000013 0.54228915300000013 0.53544804050000006 0.3975479776000001 0.56395018115000017 0.43401395170000007 0.42114008565000011 39.525197829750006 39.952536079750011 0.40509266190000009 0.47883296910000012 0.4784437592000001 0.55677973715000018 0.41911918805000009 0.40509266190000009 0.4025178887000001 0.44805544745000009 0.39591628995000006 0.43837010870000009 42.402981339000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 -4 5 7 -7 10 9 -6 11 12 13 -5 15 16 18 -17 19 -13 21 -3 23 24 25 27 28 -8 -24 -28
right_child=-2 2 3 4 8 6 22 -9 -10 -11 -12 14 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.022632464748741494 -0.022143587501146204 0.00014940971890098695 -0.026121655144240162 0.0040387150495868746 -0.023439600306111745 0.017816764631350169 0.014398930783347306 -0.023332793043604957 -0.023184190034746147 0.013477070810335961 0.0069617766938222005 0.013385176056781195 0.0068409229252862237 -0.02522895102274117 -0.026348228764744498 0.013069963516024893 -0.031467780120284672 -0.010350923203180859 0.010632688735733418 -0.031811425558128499 0.0031699109495865237 -0.013713657748965113 -0.0052644356848888805 0.012314357272541116 -0.036501218467793195 0.018646508972052882 -0.012680340974231307 -0.013250230705007939 -0.032000360870684204 0.014797056779963224
leaf_weight=1.4767823005095113 2.9747299246955654 90.97867775906343 3.6831598486751309 5.2721606753766554 1.4523459002375596 7.1100785210728636 3.3361008614301735 3.1374787501990786 4.0276454868726432 2.2767312079668045 10.286799961701034 2.6890179812908226 16.140854164958 4.1236717328429222 2.5104092210531226 6.2048768885433656 4.6949706338345996 4.5740520507097244 3.459116168320179 2.9313217252492905 193.72124163992703 4.9247934538871041 7.4123133867979067 16.810266030952334 3.1486985757946959 6.3192650452256194 2.6063795927911979 7.1805915758013725 2.9329284615814686 6.3366956952959299
leaf_count=125 649 867 75 34 76 27 12 136 289 18 55 8 55 84 40 25 66 24 14 40 938 31 39 66 29 16 41 83 35 37
internal_value=0.000714654 0.000872143 0.000952813 -0.00106753 -0.000393839 0.000331149 0.00343893 -0.00264335 -0.0124713 -0.000900689 -0.00161115 -0.00328771 0.00108374 -0.00880637 -0.0074125 -0.00547645 -0.0122123 0.00313128 -0.00225529 -0.0101874 0.001934 -0.000562481 0.00161614 0.00442453 -0.00221206 0.00420077 -0.00374122 -0.00447938 -0.0128442 0.00678901
internal_weight=434.734 431.759 430.283 140.658 136.975 129.218 63.1933 66.0247 7.75672 3.72908 62.8873 52.6005 25.5367 9.39583 27.0638 24.5534 13.7744 10.7789 9.07946 5.62034 289.625 95.9035 56.0832 36.7949 19.9847 16.836 19.2883 10.5167 10.3452 8.94308
internal_count=4034 3385 3260 1424 1349 966 385 581 383 94 445 390 173 118 217 177 128 49 62 48 1836 898 358 206 140 111 152 95 74 78
is_linear=0
shrinkage=0.0219093


Tree=185
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 1 2 2 1 1 0 0 2 1 1 2 2 1 0 0 1 2 0 1 0 2 0 1 2
split_gain=9.87947 4.86869 4.86673 5.33813 7.66834 4.77223 8.28173 4.10144 3.97154 3.80059 6.34229 3.39622 3.79805 4.24962 4.42321 4.29991 4.23718 3.80795 3.61722 3.27882 3.86336 4.36372 3.71722 9.10151 4.77457 4.49448 3.7124 3.38434 3.13523 3.41067
threshold=0.57537199485000012 42.719328117250008 0.42314601355000009 0.39091643965000006 0.53544804050000006 0.40509266190000009 0.41615520495000008 36.728658719300007 42.67709657435001 0.3975479776000001 0.39382054430000007 0.54228915300000013 0.56643513670000012 40.844669808050007 0.43401395170000007 0.42114008565000011 39.458743938000005 42.141702038450013 0.43837010870000009 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 0.37078231190000005 0.37331217625000007 49.122847560300009 0.54386096225000014 0.4025178887000001 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 9 -6 -7 -8 -4 10 -5 -9 13 14 15 -13 -16 -15 -14 20 21 22 23 25 -25 -3 -24 -22 29 -26
right_child=-2 19 3 4 5 6 7 11 -10 -11 -12 12 18 17 16 -17 -18 -19 -20 -21 27 -23 26 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0038479195831988139 -0.0029866188651286036 0.0051529529818378616 0.0010674462921482454 -0.0055092285779682693 0.0030012288746763135 -0.0058477195056807927 -0.0036123107807733592 0.0030959461120266406 0.0041103821714961334 -0.005547154146771296 0.00087525578197574861 -0.001027310734756904 0.0047270518829335773 0.0022644327689495193 0.0024893432163231675 -0.0069770843673755472 -0.0028436806654913807 -0.0021858090428110446 0.00050770898578431285 -0.0037951855030454061 0.0059803981902759188 -0.0056930425929306097 0.0028296623315553745 0.001187385942210498 -0.00063061000659481886 -0.0041240099443526981 -0.0014689933151059041 0.00018759521245247698 0.0039116971712081948 -0.0057438978783307419
leaf_weight=5.0794219006784251 19.016542392782867 1.2326392717659498 233.30557467415929 5.1711514629423645 14.823496274650095 4.8641535826027384 5.1064156964421263 11.503784045577047 9.8873528540134412 6.4986275164410463 10.283930461853741 5.3412151187658328 7.1591108143329647 16.092541165649894 7.1723603978753072 5.4039729721844196 6.0939418524503708 5.7791228368878356 12.066916853189467 5.9966383371502152 3.9523697867989522 3.4515115069225422 13.894078530371191 34.640758991241455 6.2378583252429927 18.314667887985706 6.5315528959035865 5.1191987991333008 1.6613986492156989 5.3668443094938993
leaf_count=259 933 11 1023 77 41 38 54 31 58 103 57 32 21 55 29 64 38 29 55 125 9 132 39 145 43 316 40 46 4 127
internal_value=0.000337454 0.000469688 0.000723628 0.000786977 -9.83029e-06 0.000535704 0.000113595 0.000468429 0.00119116 -0.00252973 -0.00126094 0.000740419 0.000324233 -0.000410987 -0.00177689 -0.00401957 3.95922e-05 0.00108855 0.00207885 -0.000417273 -0.000215525 -0.000506249 -0.000302536 -0.000834753 0.000268658 -0.00353901 0.00145507 0.00271145 -0.00213035 -0.00299536
internal_weight=497.049 478.033 371.633 366.554 123.361 101.407 86.5835 81.7194 243.193 21.9537 15.4551 76.613 65.1092 45.8832 24.0115 10.7452 13.2663 21.8717 19.226 106.4 100.403 91.3313 87.8798 67.4542 47.9069 19.5473 20.4256 9.07157 13.2661 11.6047
internal_count=4034 3101 2064 1805 724 487 446 408 1081 237 134 354 323 247 163 96 67 84 76 1037 912 857 725 646 319 327 79 55 174 170
is_linear=0
shrinkage=0.00470263


Tree=186
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 0 0 1 2 0 1 2 2 1 1 1 1 1 0 2 2 2 2 2 0 0 1 1
split_gain=12.8198 6.99262 11.1948 8.44773 4.80099 4.57419 6.65672 6.41226 4.03568 6.65009 4.35581 3.99214 3.81346 3.40022 3.77533 6.00227 3.29246 2.80945 6.95305 2.73872 2.89828 2.44753 4.32264 2.42426 2.20007 4.42004 2.16204 8.63858 3.85114 10.999
threshold=0.57619532350000013 0.39091643965000006 0.47721625100000004 0.53475943835000017 43.89540535710001 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.54499865270000014 0.4349121284000001 40.636252116050009 0.54228915300000013 0.34512439750000007 42.094663496250007 39.952536079750011 0.41236789315000005 0.3055746834000001 0.45368402140000008 0.46280051495000007 0.41988263825000011 0.53866650695000018 44.421469061800003 47.927946529500012 36.728658719300007 40.844669808050007 40.890797847750008 0.55974372025000008 0.56341127510000011 0.44805544745000009 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 8 6 7 -3 10 13 11 -5 16 14 15 -10 -1 26 -19 20 -12 -4 -23 -7 -2 -26 -11 -28 29 -29
right_child=24 3 21 4 -6 23 -8 -9 9 17 19 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0039851090354669503 -0.0040313440812730569 -0.0044670353745872911 0.0011938194587814504 0.0010158668460844304 -0.0025606812699278184 0.00065397450709874373 0.0027778060664331037 0.0036838279570310826 0.0027157328769486389 0.0029667797642950015 0.0027687917707150322 -0.0026009383713107717 -0.0018927976533965746 -0.0054384395333386621 0.00016094114722206847 -0.004592585938343499 0.0001905732702350378 -0.0047626822977563576 0.0013914158428290765 0.0037528027949135612 -0.00083832048384916086 -0.0034586864073605905 0.0016715169331093609 -0.0038273955352930316 0.0069758654965980738 -0.0021875416639182831 -0.0040549338004183984 0.0027494487539432419 0.0033998758955570423 -0.0043219948912247372
leaf_weight=2.8090683156624427 8.9269188884645718 6.0101235695183295 250.35976480320096 16.710004694759849 8.2858662139624339 1.9330357797443891 5.5757942534983158 1.7711826413869856 2.0336144044995361 7.6131637319922438 7.2637565806508082 5.8364225253462783 20.403268979396671 3.076173022389411 12.323320209980009 7.3488737344741821 56.681296959519386 4.2461812496185285 6.7209811694920063 11.120057255029677 5.5847231075167656 4.4413633793592435 4.8921351209282875 14.895140358246861 0.80550503917038341 10.118531201034783 4.535551123321059 9.1134818494319934 9.9585697725415212 4.7387195676565161
leaf_count=125 434 98 989 61 153 18 19 5 9 22 22 30 302 26 55 90 448 50 29 25 22 50 17 325 5 481 26 33 25 40
internal_value=0.000321872 0.00044054 0.000744106 -0.000217344 0.000209652 -0.00200693 -0.000361922 -0.00261173 0.000403815 -0.00015641 0.00126747 7.96119e-05 -0.000488296 -0.00173408 -0.00120909 -0.00300854 -6.59776e-06 0.000676757 -0.00099128 0.00238485 0.00120092 0.00112325 -0.0007697 -0.00331263 -0.00264486 -0.00151186 0.00118549 0.000707071 0.00161415 0.000330368
internal_weight=516.133 496.282 339.587 156.695 126.509 30.1853 13.3571 7.78131 118.224 71.7086 46.515 22.5464 79.8936 24.782 21.7058 9.38249 59.4904 46.9266 10.9672 23.9685 12.8485 259.693 9.3335 16.8282 19.851 10.924 35.9595 28.3463 23.8108 13.8522
internal_count=4034 3114 1931 1183 718 465 122 103 565 405 160 91 875 180 154 99 573 225 79 69 44 1056 67 343 920 486 146 124 98 73
is_linear=0
shrinkage=0.00376483


Tree=187
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 1 2 0 0 1 0 0 0 0 0 1 2 2 0 0 0 2 2 0 0 2 0 1
split_gain=3.32411 2.38793 7.10045 1.73907 1.88774 6.6709 2.5906 3.47044 2.20144 3.99864 4.68042 3.70883 3.05317 2.98699 4.95025 4.68917 3.61142 7.62341 2.97053 3.06573 3.33696 2.71781 2.70267 2.56365 2.44558 2.12623 2.06798 1.87984 1.81492 2.67673
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 0.46280051495000007 0.45368402140000008 0.44805544745000009 0.43967246490000006 42.094663496250007 0.54386096225000014 0.54228915300000013 0.40509266190000009 0.5681267027500001 0.47997065955000012 0.4778150355000001 0.47769527860000011 0.52507409960000018 0.39814676205000005 47.927946529500012 42.719328117250008 0.37331217625000007 0.55609113500000007 0.56341127510000011 42.066503896600004 42.753078181500008 0.57537199485000012 0.56341127510000011 48.96897326980001 0.42569084760000003 0.31060447290000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 12 10 11 13 22 14 15 18 -15 -18 19 -10 -21 -11 23 28 -16 -9 -8 -20 29 -1
right_child=1 2 -4 -5 -6 -7 26 25 9 21 -12 -13 -14 16 24 -17 17 -19 27 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.014554439184581125 -0.022566698030924009 0.058418186708633496 -0.020926874141721466 -0.012202272994952646 0.013725280848595901 -0.024745522880858004 -0.00055469688922914076 -0.028122343324405379 0.0037939305630124058 -0.028414841451714246 0.019216292429496296 -0.025802350190954618 0.015971029099479332 0.0050165174911121343 -0.032988296777244103 0.02583252950324566 -0.021531637980420345 0.0099207013937296484 0.011700363943752677 0.019327711944372088 -0.015893164555481447 -0.0059830804286119792 -0.017074844342638066 0.018066068006365212 -0.0097287727195105554 0.0016046812297579893 0.015724045632095694 -0.00339505698003442 0.0019671519780836031 -0.022912344878263075
leaf_weight=1.1330975117161863 4.3874100227840236 0.68981087207794223 1.5467459757346658 4.2224327786825588 4.9217146933078757 4.2423696443438521 5.1931279413402072 2.7962747868150464 6.5597964734770384 3.4240643940865976 5.0882921218872061 2.4839573497883967 6.5730144605040541 50.291550908237696 3.2140389773994675 2.5169239342212668 7.1026408467441779 6.0243919789791107 7.0182798355817777 1.2386559266597021 13.976847910322247 6.8653939105570316 3.1768854930996886 4.1394610074348739 4.7201312184333801 1.6000897064805029 9.0588835543021542 6.9398487061262131 251.01937786769122 2.7987326472066343
leaf_count=41 479 1 277 149 16 116 22 41 69 47 13 124 31 278 37 5 150 25 20 11 316 73 29 15 31 19 30 34 1333 202
internal_value=0.000707859 -0.0137501 0.00354516 0.000931442 0.0010622 0.000913523 0.00117585 0.000869383 0.00107098 -0.00115516 -7.57175e-05 -0.000951495 0.00212645 -0.000388296 -0.00436686 -0.00130024 0.00250909 -0.00709721 -0.00321137 -0.00795895 -0.0130259 -0.0134478 0.00177947 0.00201066 -0.0191509 -0.017303 0.00979242 0.00419506 0.00174998 -0.012115
internal_weight=434.964 6.62397 2.23656 428.34 424.118 419.196 414.954 400.702 396.305 127.465 117.175 112.087 268.841 109.603 46.1845 38.2504 63.4186 13.127 35.7334 21.7753 15.2155 10.2895 262.268 259.091 7.93417 4.39636 14.252 13.9581 254.951 3.93183
internal_count=4034 757 278 3277 3128 3112 2996 2944 2884 1233 1113 1100 1651 976 523 455 453 175 450 396 327 120 1620 1591 68 60 52 54 1576 243
is_linear=0
shrinkage=0.0205666


Tree=188
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 0 2 2 0 0 1 0 1 2 2 2 2 1 1 0 2 2 1 2 1 1 2 1 0
split_gain=8.71709 4.6498 5.84776 5.23959 4.85811 4.20043 4.16867 5.88358 4.60024 3.67652 8.01207 4.1196 3.63287 3.40171 3.11006 4.02727 3.6278 4.54083 4.00628 3.04556 4.69871 5.7687 2.9935 2.984 2.93282 7.73122 5.70903 3.9402 2.94293 4.53808
threshold=0.5718990449500001 0.42569084760000003 0.37078231190000005 0.47883296910000012 41.872294782850005 47.927946529500012 0.39718870690000002 44.952171034750002 35.050303764500008 0.45798030000000006 0.47396784530000008 0.34542378970000004 0.57152480465000022 0.36945001650000003 40.00488309970001 42.536568606950006 42.402981339000007 41.218101594450012 0.45280081435000008 0.32388251845000005 0.47396784530000008 39.110279783550006 38.969453495950006 0.36533337325000009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 19 9 7 -1 -8 -6 -11 -12 -4 23 -2 16 17 18 -16 -3 21 -21 -22 24 -5 26 27 -26 -27 -30
right_child=14 2 12 13 5 -7 8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.0045877871569657653 -0.004534507164239766 0.0036984783907423368 -7.0563036439615291e-05 0.0021132364887575645 -0.004871093353576955 0.0032679092636081191 0.0029815147576033323 0.0014620199672388129 -0.0051153567105642252 0.0050294754007329948 -0.004193292349435644 -0.00033026780877197726 0.003891281946090311 0.0041152483167167259 0.0032596369357771734 -0.0044346119260754357 0.0051045057955935733 -0.0052446704390142597 -0.0045902667184672301 6.8725280100880048e-05 0.0039774239800219437 -0.0059852817217735648 0.0008192957196282069 -0.0011579504203963725 -0.001063381373018822 0.0034887028996462991 -0.0039385288143748221 0.0022700541166238907 0.0044869804708253195 0.00049405358422592929
leaf_weight=3.7794298734515932 7.0375709068030146 6.1380894035100928 193.35020587500185 63.464013118296862 5.2136664614081445 3.4027314186096183 1.5059180143289248 11.510048922151325 7.0847199447453022 3.3770868927240398 8.5158114489167946 11.462863227352498 4.1851094514131537 7.961603168398141 4.3058030977845174 4.6815367983654133 2.165444820187985 2.9368541641160846 1.5703877015039323 11.490189505740998 6.50657133758068 3.6773211471736422 28.938512660562992 8.3035248667001706 15.669186085462572 15.621048107743261 7.2899143248796454 10.469417206943033 6.243109554052352 26.094558797776699
leaf_count=173 393 15 1371 233 104 9 22 48 192 22 110 89 16 30 14 345 13 127 85 71 20 46 99 39 69 72 45 34 21 107
internal_value=0.000335105 0.000457759 0.000554308 0.000981996 0.00016099 -0.00115058 -0.00135101 -3.34412e-05 -0.00369599 -0.00167684 -0.000963793 -0.00197686 1.33751e-05 0.0014341 -0.00221147 -0.00116751 0.000225673 -0.0009731 0.00116178 0.000899902 0.000560502 -0.00139905 0.00139903 0.00129473 0.00143533 0.000906706 -0.000646386 0.000271775 0.00198925 0.00126493
internal_weight=493.952 471.255 447.375 249.839 88.7228 31.9722 23.8801 15.2895 8.59064 28.5694 23.3558 19.9787 197.535 161.116 22.6976 15.66 10.9785 8.81304 5.87619 56.7507 50.6126 15.1675 35.4451 153.155 144.851 81.3872 33.4285 26.1386 47.9587 32.3377
internal_count=4034 3057 2622 1235 585 334 435 221 214 325 221 199 1387 650 977 584 239 226 99 251 236 117 119 620 581 348 148 103 200 128
is_linear=0
shrinkage=0.00420704


Tree=189
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 1 1 1 0 2 0 0 1 0 0 2 2 2 0 1 0 0 0 0 0 2 1 0 2
split_gain=3.08799 2.16516 5.82157 1.51608 1.6177 1.61099 6.0587 2.21183 3.07411 1.92803 1.90416 3.38906 4.00392 3.36614 2.64993 3.71038 3.16984 2.91533 6.06545 2.89923 2.8866 2.57819 2.54229 2.57197 2.89563 2.3615 6.90291 4.39918 2.20414 2.19412
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 42.402981339000007 0.46280051495000007 0.45368402140000008 0.44805544745000009 0.43967246490000006 0.57537199485000012 42.094663496250007 0.54386096225000014 0.54228915300000013 0.40509266190000009 0.48068920095000006 0.48351845755000006 43.426640904350009 43.631818398850008 44.169240047700008 0.48244064550000004 0.34587287805000005 0.5681267027500001 0.55609113500000007 0.55832160710000012 0.5654770815500002 0.54646567465000018 41.827117825850003 0.43287626120000006 0.47769527860000011 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 7 8 10 -10 21 12 13 14 16 19 20 -18 -19 -16 -12 25 -13 -24 -25 -1 27 -27 29 -20
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 11 22 -14 -15 15 -17 17 18 28 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0022165177347219147 -0.022291477288866084 0.049981165861687847 -0.020781957292201707 -0.021945823670203018 0.0042684701556359944 0.012753526647113994 -0.024261528253920587 0.0090935895353092804 -0.027253767313209838 0.0011548619757781248 -0.0076294448378601215 -0.027461534564096259 0.018025398600923316 -0.025261309734806382 0.0023956982475056969 -0.00058647983280299832 0.016747000958224074 -0.029938919347706962 -0.0097528794663360521 0.019587837589906908 -0.031928287310170098 0.014813892359666431 0.016179236066424137 -0.029712564542197967 0.0011715628814702274 -0.0046453625713330357 0.022760043898581304 -0.030027972642442731 0.019761979937501176 0.0038653305695386755
leaf_weight=244.40386647707783 4.1033690513577303 0.73104161024093661 1.451719381380826 2.4635079270228735 1.6398295941762624 4.8383714482188216 3.9688273994252077 14.076637143269179 2.6319642551243296 1.6103986036032436 14.61198583757505 3.2061825068667513 4.9039497077465048 2.3145124167203894 8.3885169476270693 44.080690495669842 3.8005719408392933 2.9722000611946013 7.7176999077200952 8.0281599536538106 2.3772315876558414 6.4123460426926604 1.7277104035019872 2.3002869449555874 2.8334738714620471 11.202063426375391 3.0211272686719886 3.8325259350240222 2.3689212054014197 13.785983696579931
leaf_count=1461 479 1 277 105 44 16 116 52 41 19 209 47 13 124 34 350 30 56 138 58 41 31 9 30 34 114 7 38 6 54
internal_value=0.000690503 -0.013538 0.00291775 0.000900697 -0.0114697 0.00102115 0.000884882 0.00112676 0.000845364 -0.0164699 0.00103167 -0.00104914 -5.60045e-05 -0.000858839 -0.000336516 0.00250421 -0.00394433 -1.645e-05 -0.00238975 0.0108031 -0.0110295 0.00200228 -0.0124281 -0.00540333 -0.0126667 0.00168927 -0.00544756 -0.0111157 0.00104019 -0.00102226
internal_weight=431.806 6.28613 2.18276 425.52 4.10334 421.416 416.578 412.609 398.532 4.24236 394.29 125.418 115.35 110.446 108.132 60.4974 47.6346 30.6454 26.8448 16.4167 16.9892 268.872 10.0677 6.86147 5.13376 262.46 18.0557 15.0346 23.8726 21.5037
internal_count=4034 757 278 3277 149 3128 3112 2996 2944 60 2884 1233 1113 1100 976 442 534 284 254 92 250 1651 120 73 64 1620 159 152 198 192
is_linear=0
shrinkage=0.0204501


Tree=190
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 2 0 0 1 1 2 1 1 1 2 0 0 1 2 0 0 2 2 1 2 0 0 0 2 2
split_gain=7.8833 4.81471 6.13708 5.04275 6.59871 4.24501 4.24091 4.63032 3.84474 6.22506 4.73058 3.7222 5.43218 3.68599 3.32519 8.49764 4.52692 5.1107 4.12913 3.18392 2.86689 3.80633 4.61509 3.62596 2.81276 6.78005 2.46014 2.40664 2.27191 3.3594
threshold=0.4662734648500001 42.719328117250008 0.42018203045000008 0.39091643965000006 0.53544804050000006 42.67709657435001 0.55769288345000012 0.54228915300000013 0.40509266190000009 0.41615520495000008 36.728658719300007 0.3975479776000001 0.39382054430000007 0.40301188585000008 47.927946529500012 0.47769527860000011 0.52404119640000013 0.39814676205000005 49.122847560300009 0.37386605190000005 0.54228915300000013 40.80591513400001 40.890797847750008 0.46280051495000007 41.942745071500006 0.48068920095000006 0.54386096225000014 0.55538756325000016 42.434124620650003 42.522337019050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 11 24 7 13 -6 -10 -11 12 -5 14 15 19 -17 -18 -16 -3 -12 23 -23 -22 -4 28 -9 -28 -26 -30
right_child=-2 6 3 4 8 -7 -8 26 9 10 20 -13 -14 -15 18 16 17 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0049545989205044359 -0.003828769632212293 0.0030433699274470183 0.0012081527242804027 -0.0054501020330088717 0.0027487205735860719 0.00421470946434229 -0.0040679736219785718 0.0059521087472109253 -0.005323316675559576 -0.0037844772045632835 0.0029106501610637247 -0.0055391681963641937 0.0007162186078545445 -0.0055617574721250514 0.0028084952120548219 0.00089802802661312939 -0.0059133607476763118 0.001603446664727289 -0.0017327391213747556 -0.0040931150081222794 -0.0014721807739470597 0.0048487958372527154 0.00053796705809562421 0.0032531804505271326 -0.0059548267044331584 0.0013675151978274286 -0.0025525342857036872 0.0042302372095655441 0.001603827841541484 -0.0059838733679752464
leaf_weight=4.2942928671836844 9.982956344727425 1.5296429786831165 207.43348175287247 4.6312281750142601 14.338114842772482 9.741347484290598 6.8646125551313153 3.8312302976846677 4.5226103086024514 5.6877717766910783 11.277817748486994 6.167708975262939 10.532922495156525 3.1591468453407279 13.819334007799627 39.144698306918144 5.1182255074381811 3.3827208317816257 6.6912293788045636 17.652230216190219 27.869215657934546 7.0331133902072898 27.289737336337566 4.2086079269647589 4.6184359975159186 17.748245574533939 2.3605462871491909 2.3510027006268501 3.2801615819334984 2.1917445622384548
leaf_count=253 757 18 856 77 41 58 177 8 40 101 31 103 57 132 39 187 115 17 40 309 243 20 121 17 58 68 34 10 22 25
internal_value=0.000344683 0.000431705 0.000685308 0.000751019 -3.05773e-05 0.00114517 -0.000461174 -0.000211181 0.000470352 9.8661e-05 0.000392803 -0.00243114 -0.00116701 -0.000526417 -0.000344281 -0.000857225 0.000216413 -0.00292225 0.00132699 -0.00352402 0.000698671 0.000322978 0.0014213 -0.000852214 0.00101808 -0.000398199 0.00312824 0.000831982 -0.00350397 -0.00143539
internal_weight=488.754 478.771 372.867 368.572 123.559 245.013 105.905 99.04 102.227 87.8889 83.3663 21.3319 15.1642 90.4972 87.3381 66.8275 47.6456 8.50095 20.5106 19.1819 77.6785 66.4007 34.3229 32.0778 235.272 27.8386 8.54278 4.71155 10.0903 5.47191
internal_count=4034 3277 2191 1938 851 1087 1086 909 614 573 533 237 134 857 725 646 319 132 79 327 432 401 141 260 1029 173 52 44 105 47
is_linear=0
shrinkage=0.00474518


Tree=191
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 2 2 1 1 2 2 1 0 0 0 1 0 2 0 0 1 0 0 2 2 0 0 2 2 2
split_gain=2.87489 1.95861 4.91014 1.52767 3.00953 3.484 3.00634 2.10622 4.33691 2.00478 3.0046 5.2931 3.6827 1.84813 4.46647 3.1014 3.44663 2.362 2.37192 2.35358 1.93793 2.62251 2.03518 2.41275 3.10638 2.48274 6.03797 1.886 1.9618 2.6066
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.42569084760000003 0.39718870690000002 44.952171034750002 35.050303764500008 0.37078231190000005 0.36945001650000003 34.19870408380001 38.625745710700009 0.36204005870000006 0.49949103320000005 0.51191581090000016 0.50889194935000015 0.37668033890000002 0.50706565670000014 43.89540535710001 0.53158588065000012 0.53347205170000012 0.38906020780000011 0.52005927965000021 0.5216909673500002 38.244973486750006 37.828051409500013 0.52432561900000019 0.52688542260000015 37.038444968100009 35.050303764500008 34.41230404325001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6 8 9 -5 -11 12 -12 14 15 -9 -17 20 -19 -20 21 -15 -22 24 27 -25 -27 28 29 -24
right_child=1 2 -4 7 6 -7 -8 13 -10 10 11 -13 -14 17 -16 16 -18 18 19 -21 22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.020772701032491021 -0.020978722885410965 0.041987601436816978 -0.019659857993362024 -0.012989741028176547 0.012066330927010373 0.0052021771788604643 -0.02303405588728713 0.0082263532845192333 0.017840289560259678 0.0079100427265803609 0.0011608241364682546 -0.019267264384571076 0.015652867958950951 -0.00086909024419052456 -0.024436285148288311 -0.028432347677341378 0.013224163314082082 -0.024468967355745733 0.016214099509344843 -0.0085275046956262649 -0.013845077112142995 0.012525784892295394 -0.01040204573790607 0.010386127776024944 -0.025651226972872372 -0.025200926243991964 0.0014268090211210299 0.0046919740322298401 -0.013065630329450314 0.014414057434848318
leaf_weight=2.3574702227488187 3.8367778982501468 0.75146073102951083 1.3648724921513347 3.3375892429612568 1.1383665562607337 10.859217274934052 4.6711124326102436 6.0724352449178678 6.6053216457366934 29.072887513786554 164.36062471009791 4.6201210021972647 6.8516458868980399 10.581822566688063 4.0164538645185521 2.2912094863131642 1.1040472360327842 2.6357458573766044 1.8023356534540633 7.2174422214739025 3.9352199211716643 11.37760606408119 3.410753255710012 10.66525338962674 2.49175174627453 3.3010567910969248 98.750254457816482 8.0167578347027284 8.4828429743647558 2.9703000485897064
leaf_count=173 479 1 277 35 22 48 192 21 30 129 952 50 39 41 54 62 6 155 8 208 26 33 60 39 47 65 604 61 95 22
internal_value=0.000637195 -0.0127281 0.00222972 0.000825294 -0.00453787 0.000569019 -0.0161561 0.00107789 0.00238996 0.00189989 0.00214242 0.00118877 0.00174077 -0.000412659 -0.00732249 -6.23559e-05 -0.0148868 0.000117822 -0.00830658 -0.00358363 0.000716606 0.00607105 -0.000111285 0.000280097 -0.00511581 0.00149471 0.000565481 -0.00287946 -0.00696308 0.00114954
internal_weight=428.951 5.95311 2.11633 422.998 19.0262 13.2167 5.80948 403.971 214.848 208.243 204.905 175.832 171.212 189.123 13.4841 9.46769 3.39526 175.639 11.6555 9.01978 163.984 21.9594 142.024 138.089 25.3724 112.717 102.051 22.8807 14.8639 6.38105
internal_count=4034 757 278 3277 435 221 214 2842 1235 1205 1170 1041 991 1607 143 89 68 1464 371 216 1093 74 1019 993 285 708 669 238 177 82
is_linear=0
shrinkage=0.0193676


Tree=192
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 0 0 2 0 0 2 0 2 2 1 0 1 2 2 0 0 1 0 2 1 1 2 2 2
split_gain=8.38834 4.94558 9.85254 4.19701 3.45217 4.53903 6.38368 3.64473 3.69714 4.67739 4.04025 3.2631 4.76883 4.0131 3.22696 3.10973 3.0749 5.2527 3.06304 3.37407 3.01269 6.80825 4.43239 3.66368 2.96382 7.7239 7.30744 5.06155 3.24557 2.93956
threshold=0.57537199485000012 0.37078231190000005 0.47883296910000012 0.36945001650000003 43.680097826700013 0.51191581090000016 0.5054040298000001 0.5231430197000001 38.244973486750006 0.52863686715000002 0.5296248615500001 41.872294782850005 0.42018203045000008 47.927946529500012 41.741384785950011 0.36533337325000009 0.53928026105000015 0.40667944075000007 47.709122305950011 49.122847560300009 0.45798030000000006 0.47396784530000008 0.34542378970000004 0.37331217625000007 41.289992964000007 0.34569324270000007 0.34545372890000009 42.824128352900011 41.919251152600005 36.257608591500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 15 5 6 -3 29 9 -9 -11 12 -1 20 -14 24 -12 -18 -6 -20 23 -22 -23 -13 -4 26 27 28 -26 -7
right_child=-2 4 3 -5 18 7 -8 8 -10 10 16 13 14 -15 -16 -17 17 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0049236468175151375 -0.0028898905422921842 0.00029099499698814432 0.0023719127232716668 0.004807086006807848 -0.0037190883981479887 0.004393405949430532 -0.0066819133885211669 -0.0058943895179245026 0.00039293918977432887 0.0049110797829580392 -0.0056037957351012333 0.0028360671279094776 0.0005120865675991358 0.00095044719843433666 0.0047129855267761924 -0.0013279054812396821 0.0034917486647851842 -0.0022944597305065723 0.0019948844769365976 -0.0033376752581761007 0.0050407742174101069 -0.004806341244177708 -0.00019869557235899294 -0.0053100803703377553 0.00051519070134270972 0.0022445612985665057 -0.0049610843477497007 0.0028659482922372319 -0.003932882977649578 0.00098642711407675369
leaf_weight=3.4510275903157881 17.342035758309066 6.9977791719138605 65.243901513516903 8.942949213087557 10.547692586667837 7.4447064921259871 5.1789022237062454 4.6905923541635302 106.18063072860241 2.6009621471166637 3.2917662635445621 1.4541023876518 53.570578403770924 14.427631840109823 4.4927236065268508 8.6112500950694066 5.0572988837957409 11.984218038618563 6.70700580999255 4.4905994106084108 3.4825209528207806 8.3430065661668795 10.936535015702246 8.9832357969135028 8.8532142043113726 47.579904094338417 7.2723362594842902 11.157245852053164 6.4115188270807257 25.081853471696377
leaf_count=223 933 42 235 30 282 20 50 44 582 11 28 13 251 54 13 39 14 128 32 104 22 110 89 245 32 200 45 34 35 94
internal_value=0.000362399 0.000481523 0.00089812 0.00163554 -8.6854e-05 0.000131329 -0.00267467 0.000336748 -1.07394e-05 -0.00156234 -0.00067634 -0.000210439 0.00051395 -0.00114605 0.000837137 0.0014527 -0.00139106 -0.000577325 -0.00187794 -0.000143643 -0.00205713 -0.00108592 -0.0021926 -0.00417518 0.00161613 0.00100941 -0.00073476 0.000428485 -0.0013531 0.00176622
internal_weight=490.81 473.468 273.214 164.072 200.254 178.509 12.1767 166.332 133.805 27.6248 22.9342 109.141 61.5143 47.627 58.0633 155.129 20.3333 17.0415 21.7453 11.1976 33.1994 22.7621 19.2795 10.4373 146.518 81.2742 33.6943 26.422 15.2647 32.5266
internal_count=4034 3101 1670 650 1431 1013 92 921 807 225 181 1020 487 533 264 620 170 142 418 136 479 221 199 258 581 346 146 101 67 114
is_linear=0
shrinkage=0.00476116


Tree=193
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 2 1 1 0 1 1 1 0 1 2 0 1 0 1 0 2 1 2 2 2 2 2 0 0 0
split_gain=2.70663 1.75335 4.20033 1.48837 2.16962 1.62725 2.14706 1.661 6.01933 3.8097 3.28698 3.17758 5.16374 3.15106 2.76679 2.54334 3.18542 2.84505 3.86881 2.77024 3.43789 6.30209 3.5295 3.38593 3.97059 2.82549 2.44306 3.11345 4.51411 5.66195
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 32.051492741500006 0.38052752915000004 35.419594101850009 0.34398670700000006 0.34311846950000008 0.45994131915000008 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 0.34467530910000005 44.952171034750002 0.47700667645000011 0.3447052483500001 0.50706565670000014 0.37668033890000002 0.50278434775000014 38.625745710700009 0.36239932935000002 40.137820134150012 40.563919884450009 40.94178426300001 37.137227079750012 38.625745710700009 0.51675099550000014 0.5216909673500002 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=3 -2 -3 4 -1 6 -5 8 9 10 11 12 14 -9 -7 -15 -17 19 -19 20 25 22 -22 -24 -25 -18 -20 -28 -29 -30
right_child=1 2 -4 5 -6 7 -8 13 -10 -11 -12 -13 -14 15 -16 16 17 18 26 -21 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.026059831998664022 -0.018898294502200062 0.034337789083322572 -0.017803087075889755 0.016174748946110699 0.001350882983572812 -0.018854763154761457 0.002692455606864941 0.0087345337207639998 -0.020109068946980287 0.023833355101641487 -0.023338212852641701 0.0091341948944500036 -0.023051421258763888 -0.0067292577949758488 0.0042810829817507339 -0.020640727719165843 0.0015247919987170866 -0.012247119756284562 -0.0044312893915947555 0.01060526226052153 -0.0069565755062347776 -0.019185691551733691 0.010768646958795782 -0.012863522793847426 0.0025264448515481398 0.017363133725245457 0.012921616721235174 -0.016866597606879176 0.013805774221907345 -3.8169830115216434e-05
leaf_weight=1.5648638345301145 3.595450085354968 0.75560688972473178 1.288856382248923 4.5561452396214035 2.0653468621894717 1.8682382218539846 18.145800104364753 15.207351372577248 5.4233992844820014 1.9399616606533516 1.9937869869172562 8.0525725781917554 3.5574973411858073 14.124849148560314 10.844059780240057 2.1072894632816306 6.2794939503073675 8.3105207066982967 30.584268600679934 12.596304761711506 12.5939809307456 4.5381124680861822 14.494924925267695 5.464467614889144 95.464242618530989 7.7693304345011711 6.5058740288950494 4.4688387350179246 9.9292263919487578 110.17620947537944
leaf_count=77 479 1 277 24 23 123 132 62 51 7 34 34 99 307 48 12 26 66 269 67 60 67 56 28 481 26 36 35 40 987
internal_value=0.000567525 -0.0115157 0.0014675 0.000729541 -0.010465 0.000826996 0.00539827 0.0005638 -0.00316535 8.67741e-05 -0.00166376 0.000112963 -0.00435201 0.000912083 0.000880968 0.000567682 0.0008788 0.00101656 -0.00056326 0.0027033 0.00202436 0.00114899 0.00186984 0.0028329 0.0016932 0.0102838 3.73602e-05 0.00108001 0.000461581 0.00110632
internal_weight=426.267 5.63991 2.04446 420.627 3.63021 416.997 22.7019 394.295 33.6795 28.2561 26.3162 24.3224 16.2698 360.615 12.7123 345.408 331.283 329.176 169.975 159.201 146.605 132.556 128.018 115.424 100.929 14.0488 161.664 131.08 124.574 120.105
internal_count=4034 757 278 3277 100 3177 156 3021 396 345 338 304 270 2625 171 2563 2256 2244 1433 811 744 692 625 565 509 52 1367 1098 1062 1027
is_linear=0
shrinkage=0.0175589


Tree=194
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 1 1 1 1 1 1 1 0 2 2 0 1 0 2 2 2 0 1 1 0 1 1 2 1
split_gain=12.5898 11.2509 7.03306 8.87427 5.00508 4.6106 4.46741 4.04266 5.36131 5.64445 5.06148 3.64551 6.02964 5.35425 3.36821 4.37405 3.09656 6.36293 2.80871 2.72518 2.62513 2.51711 4.52657 12.2943 6.92374 5.97967 7.94745 5.07637 4.79769 3.29868
threshold=0.39091643965000006 0.47721625100000004 0.4662734648500001 0.53475943835000017 43.89540535710001 38.244973486750006 0.40667944075000007 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39587138110000003 0.39476362980000007 0.53043322055000008 44.952171034750002 35.171584490050009 0.54499865270000014 0.41911918805000009 0.52366695610000014 39.577821550850011 38.064633603500006 37.784765830350004 0.5223196910500002 0.37286308795000006 0.37668033890000002 0.50339810185000011 0.35651627195000007 0.38906020780000011 43.426640904350009 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 7 3 11 5 6 -5 8 9 10 14 12 13 -2 15 -1 -7 -18 21 -9 -10 -3 23 25 -25 26 29 -26 -28 -23
right_child=2 18 -4 4 -6 16 -8 19 20 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 27 -27 28 -29 -30 -31
leaf_value=0.0030531543433367468 -0.0036891869704056084 0.0021490121276248422 -0.0033304756127021462 0.001509575026292687 -0.002727015356470856 0.00154746694018812 -0.002426149426943006 -0.0051445641213452081 0.0033159964545394958 -0.004169605733937853 0.0023272106896538316 -0.0033764667900934705 0.0034031359560065585 0.0037510655272088751 2.7065938516197303e-05 -0.0046584888522361468 -0.0052833054467958792 0.00043567074181764885 -0.00097827833043142198 -0.0012729325632609288 0.00034206602663339105 0.0011204735008979905 0.0036234670949323641 -0.0050592060642985501 0.00081111295287594472 0.003508722212873456 -0.0036563060169450884 -0.0039690212273601651 0.0019424444917952302 0.0031247485785705826
leaf_weight=1.3608768554404438 7.913918090984227 37.975450597703457 12.435667229816316 6.0937139391899136 8.5657950825989229 38.974373877048492 15.179069420322774 3.087086612358692 9.1328489864245075 6.0242320075631133 9.3191935308277589 17.043971573933959 3.8907966762781134 1.7875882834196088 13.715378161519764 5.988490310497582 3.0877836421132079 58.523939399048686 9.0190604478120786 24.447252592071891 8.774028327316044 142.84652922675014 9.9589493200182897 6.5590880550444153 13.308937519788744 16.610048342496157 8.1404504925012571 4.4758378118276587 3.2203893810510626 13.554790578782557
leaf_count=17 107 118 757 21 190 124 193 68 33 96 46 343 10 5 77 195 29 324 46 304 39 571 25 51 55 56 49 25 13 47
internal_value=0.000337183 0.000763653 -0.000517051 -0.000299824 0.000141907 0.000343572 -0.00129874 -0.000495028 0.000119372 -0.000736155 -5.54043e-05 -0.00218036 -0.000680507 -0.00231825 -0.00110949 -0.00323053 0.000690901 0.000149054 0.00115144 -0.00170701 0.00185883 0.00122628 0.00106603 0.000944006 -0.00164943 0.00128643 0.00106641 -0.000391888 -0.00206926 0.00129418
internal_weight=521.016 347.519 173.497 161.061 130.425 121.859 21.2728 81.8494 54.315 36.4082 30.3839 30.6363 13.5923 9.70151 21.0647 7.34937 100.586 61.6117 265.67 27.5343 17.9069 256.65 218.675 208.716 24.3439 184.372 167.762 17.7848 11.3608 156.401
internal_count=4034 1931 2103 1346 881 691 214 875 503 431 335 465 122 112 289 212 477 353 1056 372 72 1010 892 867 131 736 680 80 62 618
is_linear=0
shrinkage=0.00388283


Tree=195
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 0 1 1 2 2 1 0 2 2 1 2 1 0 2 2 2 2 0 0 0 1 2 0 2 0
split_gain=2.62631 2.18576 3.70718 2.57925 2.64496 1.34198 2.75904 1.81128 1.66913 1.87751 1.76943 3.51876 2.86676 2.54384 1.71462 3.20439 3.61806 2.70148 4.25274 3.42362 3.10219 2.58964 2.04186 8.46277 2.55914 2.86646 1.95526 4.08945 3.69302 3.50925
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 0.42569084760000003 0.31100865245000009 0.3055746834000001 32.724174661450007 35.419594101850009 0.35862698720000002 0.48637765340000011 41.872294782850005 43.157831852650006 0.34584293880000011 39.664548207900005 0.34311846950000008 0.48351845755000006 40.159267750750011 40.563919884450009 40.94178426300001 41.385032804600009 0.48244064550000004 0.47961138885000004 0.47883296910000012 0.35275889945000011 41.872294782850005 0.47997065955000012 42.434124620650003 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 7 -1 -7 -10 11 14 -13 -14 15 16 -11 18 -17 -20 -21 -19 23 24 25 -16 -22 28 -28 -30
right_child=1 2 3 4 -6 8 -8 -9 9 10 -12 12 13 -15 22 17 -18 21 19 20 26 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.023457491534185845 -0.023794805120942775 0.031502719509470589 -0.029867234299776863 0.03638446092116554 -0.0089247004995166093 -0.012648655371460071 -0.016003571911327789 0.0055130129866010121 0.0083052847249698337 -0.0051145353122691688 -0.00039474880797091397 0.017710408919726823 -0.0038583277828540476 0.01536607077557001 -0.0074332656328825047 -0.020329539171087155 0.015249331503360962 -0.0018107465230568949 0.012369146990859664 -0.017779790900325325 0.0046694707080874986 -0.02493934686982556 0.012535985791896898 -0.023503696917368404 0.023347247705675971 0.021576417846922932 -0.030603852128127391 0.0065113858990970205 0.00073856865555422201 -0.023185634294633082
leaf_weight=1.2668198971077824 3.9283632973674667 1.3420524839311836 2.232299274764955 0.84965461865067515 3.1448708928655833 4.3949972419068208 7.1792444614693514 9.6999685484915954 19.81821389682591 6.8763070739805725 194.07719833636656 13.476526010781528 9.6022659726440889 5.6921508461236945 5.0987805128097552 5.2107122316956511 13.27514101192355 5.2619881927967054 11.588209509849547 5.2924824953079215 29.479154478758574 4.8119857907295227 13.988093085587023 5.2304783314466468 5.1288446187973022 2.7075132075697184 3.6215344890952137 13.256157614290712 12.705695834010841 4.2473840601742259
leaf_count=125 433 11 80 6 403 40 239 71 108 32 1554 75 43 24 45 27 45 24 40 36 108 31 88 29 22 18 51 50 139 37
internal_value=0.000737575 -0.0100043 -0.0028468 -0.0102501 0.000712774 0.00103662 -0.00502225 0.00216651 0.00131507 0.00147225 0.00110688 0.00275756 0.0100481 0.00329645 0.0013382 4.39214e-05 0.00830054 -0.00169876 -0.000382354 0.000913796 -0.00102122 -0.0128585 0.0059925 0.000953817 0.0108435 0.00262837 0.000379732 -0.00335822 -0.00971718 -0.00525534
internal_weight=424.485 11.4972 7.56888 6.22682 3.99453 412.988 18.146 10.9668 394.842 390.447 370.629 176.551 28.7709 15.2944 147.78 115.627 20.1514 95.4753 85.4013 80.1906 68.6024 10.074 32.1537 18.1656 12.9351 7.80629 63.3099 33.8308 20.5746 16.9531
internal_count=4034 933 500 489 409 3101 435 196 2666 2626 2518 964 142 67 822 620 77 543 488 461 421 55 202 114 85 63 385 277 227 176
is_linear=0
shrinkage=0.0227859


Tree=196
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 0 2 2 2 1 1 1 1 0 2 2 0 2 2 2 2 1 1 0 0 1 2 1 2
split_gain=8.21201 4.63996 7.52428 6.87121 3.2697 6.19666 6.00395 2.70008 2.82677 5.5502 2.6897 3.14808 4.71266 3.65678 2.94178 5.22433 4.52523 2.6474 5.4583 2.59177 2.49935 2.44798 2.4193 7.15772 3.04517 4.61003 4.62813 3.58334 3.34743 2.89546
threshold=0.57537199485000012 0.39091643965000006 0.47736594710000008 0.53475943835000017 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.89540535710001 36.728658719300007 35.050303764500008 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 35.171584490050009 44.952171034750002 0.46495613905000005 50.205949521800008 34.41230404325001 38.064633603500006 36.728658719300007 0.40509266190000009 0.41714319930000004 0.54646567465000018 0.56643513670000012 0.46280051495000007 40.844669808050007 0.44805544745000009 42.310579034350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 -3 8 9 19 11 12 13 14 16 -16 -1 18 -12 -5 -13 -6 -10 -24 -25 26 27 28 -26 -29
right_child=-2 3 -4 7 21 -7 -8 -9 22 -11 17 20 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.0051038453042617166 -0.0028607620533577767 -0.0056026076617567448 0.0012251865080014656 -0.0022977859747688317 0.0010933476793055241 0.0032302455519173223 0.0043156629717869899 -0.0026025667166079875 0.0024094129325310074 -0.0069505689250391033 -0.005251728087566819 0.003786347568867727 -0.0046266260624735498 0.0026037997148384991 0.0047371971887854945 -0.0060931774286331584 0.0014848721576591597 -0.00072817908114373292 0.0081981126389176293 0.0038240193926410092 0.00014031206480927648 -0.0046340647076838709 -0.0046370612702750424 0.0020730948073419443 -0.0059617803901074254 0.0018442686688152975 0.0036649422222060322 0.0011953321482879688 -0.0011236991478553368 -0.0031844122283381706
leaf_weight=2.8788839885965052 16.616852048784494 5.9214679356664437 245.50992653891444 3.1847087852656824 1.90516648441553 5.4226921200752258 1.750022657215595 6.6926049422472706 15.58181196451187 3.2626045495271683 6.8880667653866139 8.0540238805115241 5.3927742764353743 9.2711070375516993 1.2543420940637577 4.6037755496799946 11.61613394320011 21.831855358555913 0.73950356245040882 2.9469720013439655 8.6090563833713514 12.412267671898006 5.8320256173610678 26.270447298884392 6.3050765544176119 20.787070345133543 4.1179563626646987 10.759086087346075 6.3557172305881977 4.845274753868579
leaf_count=136 933 98 1041 32 18 19 5 149 51 35 205 33 96 46 4 101 48 181 1 10 39 325 42 84 82 95 13 43 38 31
internal_value=0.000389631 0.000504304 0.000814711 -0.000198102 -0.0023181 -0.000619094 -0.00334005 0.000298835 0.000474964 -0.00199328 -0.000427297 0.000219399 -0.000581566 0.000154794 -0.000960759 -0.00377417 0.000176274 -0.00156178 -0.00394775 0.00064444 0.00190261 -0.00387194 0.000704873 0.000393404 0.000762709 0.00011527 -0.000994592 -0.00167344 -0.00353306 -0.000164612
internal_weight=487.619 471.002 326.649 144.353 27.4116 13.0942 7.67149 116.941 110.249 9.39429 81.1395 51.6801 35.017 29.6242 20.3531 5.85812 14.495 29.4594 7.62757 6.13168 16.6631 14.3174 100.854 85.2727 79.4406 53.1702 32.3831 28.2652 12.6608 15.6044
internal_count=4034 3101 1931 1170 465 122 103 705 556 77 890 503 431 335 289 105 184 387 206 42 72 343 479 428 386 302 207 194 120 74
is_linear=0
shrinkage=0.00470451


Tree=197
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 1 2 0 2 1 0 1 0 1 2 1 1 2 1 0 2 0 0 0 2 2 1 1 2
split_gain=10.4092 10.1327 6.07743 7.05417 3.93672 3.9066 4.07932 3.88345 5.70916 5.27623 3.73607 4.67181 4.29883 6.78819 3.45658 3.6437 7.08927 8.31479 5.34414 4.17052 5.23114 3.38268 3.17935 7.77827 3.89409 3.15341 3.12253 4.21646 6.28538 3.02385
threshold=0.39091643965000006 0.47883296910000012 0.4662734648500001 0.53043322055000008 37.198331469900005 35.050303764500008 0.40667944075000007 41.942745071500006 0.42018203045000008 47.927946529500012 0.37078231190000005 0.50339810185000011 0.37977904855000005 0.50889194935000015 0.36533337325000009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 0.47961138885000004 41.919251152600005 0.45798030000000006 0.47396784530000008 0.37331217625000007 39.861052345600008 42.360359531950003 0.39408999735000005 0.39591628995000006 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 26 5 6 -5 8 -1 22 11 14 13 -12 15 -3 17 18 21 -18 -21 -17 24 -24 -9 -15 27 -2 -29 -11
right_child=2 10 -4 4 -6 -7 -8 9 -10 29 12 -13 -14 25 -16 16 19 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0035610290877463248 -0.0040730052969472621 0.00185180685982626 -0.0028171220022974969 0.0030354874334232221 0.00028172850000934016 -0.0036868698000357639 -0.0021514552532966723 0.0021709707316812546 0.00062621220842425931 0.0022984792515605653 0.0011190865284855026 0.0030500551468069345 0.00091409659188598812 -0.00083347369585470442 -0.00094295852719248393 0.00049317705718425638 0.0029957953017296455 -0.0036504782503894162 0.0022591103531965765 0.0036259920304044968 9.0754947968943326e-05 -0.0027295293277142174 0.0037918959100209401 -0.0017673845242318683 -0.0038714369830977488 -0.0048811894897266457 -0.0037920177515807741 0.0029578140922225256 -0.0023803260468722109 -0.00079295024380809204
leaf_weight=4.0616302052512756 3.9712065979838398 66.126403518021107 11.288891417905687 3.0465635210275632 117.79508393164724 6.1206329017877579 4.2360399235039949 1.4230797570198763 60.396948091685772 7.572036147117613 8.4257744178175944 16.419336028397083 42.426782336086035 3.961480572819708 8.8448477014899236 9.337125167250635 16.926947951316833 7.2767694517970076 11.309195071458815 6.2468822300434139 22.553254500031471 6.4266582727432242 3.4765367321670082 19.111973989754915 10.047957646660505 5.2050802186131477 7.5579409608617416 4.7635770067572576 5.6185286585241556 7.2277273088693619
leaf_count=227 62 227 757 8 784 76 71 13 276 20 30 55 157 19 39 34 72 45 33 21 89 35 21 194 238 52 247 13 85 34
internal_value=0.000311485 0.000648993 -0.000396394 -0.000217911 8.19706e-05 -0.00167361 1.84213e-05 -0.000188633 0.000362368 -0.000915551 0.00105903 0.00131599 0.000324939 -0.00109591 0.00113235 0.0012579 0.00076746 -0.000406171 0.000465845 0.00164908 0.000857564 -0.000820672 -0.0016561 -0.000911771 -0.00312182 -0.0031319 -0.00201352 -0.00107703 6.89499e-05 0.000788725
internal_weight=509.203 344.804 164.398 153.11 131.198 13.4032 7.2826 113.318 64.4586 48.8593 231.487 171.467 60.0191 17.5923 155.048 146.203 80.0768 34.3497 27.073 45.7271 28.8001 15.7638 34.0595 22.5885 11.471 9.16656 21.9113 14.3533 10.3821 14.7998
internal_count=4034 1931 2103 1346 939 155 79 1023 503 520 908 650 258 101 595 556 329 147 102 182 110 69 466 215 251 71 407 160 98 54
is_linear=0
shrinkage=0.00341869


Tree=198
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 1 1 0 0 1 0 0 2 2 2 0 1 1 2 0 1 0 2 2 2 2 1 2 2 2
split_gain=8.82675 5.79999 7.9888 5.39529 5.7918 4.65442 10.2249 4.19739 6.51521 3.81351 6.86861 4.37251 5.62394 3.72517 4.87237 4.23374 3.57028 5.38005 3.23425 3.2257 2.98843 4.48897 4.84939 2.95912 4.50421 3.8222 3.82012 2.78022 3.28617 4.73657
threshold=0.5718990449500001 43.832725745850006 0.42018203045000008 47.709122305950011 49.122847560300009 0.35862698720000002 0.34674111555000003 0.39672464895000009 0.48119816770000007 0.39091643965000006 0.53475943835000017 0.47883296910000012 41.942745071500006 41.827117825850003 42.094663496250007 0.57152480465000022 0.3975479776000001 0.39382054430000007 41.178189531300006 0.55677973715000018 0.32388251845000005 0.47396784530000008 39.110279783550006 40.00488309970001 42.536568606950006 42.47354681640001 0.4603604682500001 43.426640904350009 42.719328117250008 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -6 -9 11 16 12 20 15 -15 18 17 -11 -12 -10 -4 22 -22 -2 25 26 -25 28 29 -14
right_child=23 3 9 4 7 -7 -8 8 19 10 13 -13 27 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.004426639828466263 -0.0045314252235664583 -0.0023936557251310418 0.0032434404897985891 0.0020373173499597919 -0.0071270741338226853 -0.0038492745091385019 0.0057835579709781364 0.0040747502304047754 -0.0054338069199642101 -0.0048129539990942657 8.1944109127694023e-05 0.0012926386812660839 -0.0051227364615565422 0.0043704514976363852 0.00068504431801811401 0.0040993102125262684 -0.0048050464601369592 0.00061973134392656365 -0.0029351518738556415 0.0016362355413622402 -0.00012120124731530756 0.0012197760969403202 -0.0055927181277889417 0.001261157114995605 -0.0044534741286296406 0.0086123050194299097 -0.0044806326400664009 0.0016632751221060864 -0.0049732255814466811 0.0010065663684499303
leaf_weight=5.470891971141099 6.8808339424431351 11.488436110317709 7.5867948681116095 17.233875490725044 2.1699825823307028 13.799941512756048 3.5587081313133231 3.3303376138210279 3.9468892831355333 4.6119965761899975 63.194844841957092 206.68949684500694 3.3844884149730259 9.053430877625944 21.538325011730194 4.2790575101971617 6.0988970873877397 10.879833608865736 7.0138255953788748 1.6161837037652729 11.293133749626575 35.9296695291996 3.8626624364405862 6.9753675125539267 5.1885212883353224 0.90593790821731168 2.9211046742275357 3.3440088517963877 6.1879962906241408 6.6261626780033112
leaf_count=301 393 130 21 61 15 327 10 11 84 80 343 832 49 21 92 14 117 69 43 16 77 124 54 38 345 6 195 22 104 40
internal_value=0.000337652 0.000461018 0.000633585 -0.000798395 0.000509355 -0.00208122 -0.000459713 -0.00187081 -0.000588288 0.000700848 9.23267e-05 0.000971401 0.000122502 0.000537263 0.00177572 2.86354e-05 -0.00207312 -0.000997607 -0.000219463 -0.00337982 0.000774846 0.00040823 -0.00151569 -0.00222003 -0.00122545 0.000325006 -0.000433625 -0.00183601 -0.00255839 -0.00106568
internal_weight=497.062 474.19 417.046 57.1444 28.2973 28.8471 15.0471 11.0634 8.89341 411.575 126.67 284.904 78.2149 105.079 30.5918 74.4877 21.5907 15.4918 70.2087 5.56307 58.6723 51.0855 15.1558 22.8718 15.9909 10.8024 9.89647 19.5427 16.1986 10.0107
internal_count=4034 3057 2403 654 187 467 140 126 111 2102 779 1323 491 513 113 400 266 149 386 100 276 255 131 977 584 239 233 215 193 89
is_linear=0
shrinkage=0.00421527


Tree=199
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 1 0 1 1 0 0 1 2 2 0 2 0 2 2 0 0 0 0 1 1 0 2 2 2
split_gain=5.90572 3.75666 4.67167 3.69614 5.88171 3.58068 3.81794 10.8174 3.53813 5.40799 3.42789 3.7513 3.65893 3.25183 2.97099 6.80739 2.79422 6.0771 4.29157 3.63566 3.20268 2.78739 2.76615 4.40764 3.23495 2.83773 2.89836 2.64558 2.44815 3.38179
threshold=0.4662734648500001 42.779078631750004 0.42018203045000008 0.39091643965000006 0.39382054430000007 37.198331469900005 0.39591628995000006 0.53544804050000006 0.40509266190000009 0.41714319930000004 0.55769288345000012 0.54228915300000013 0.40301188585000008 42.67709657435001 41.942745071500006 0.48068920095000006 47.927946529500012 0.47769527860000011 44.421469061800003 49.122847560300009 0.37331217625000007 0.54386096225000014 0.54646567465000018 0.56643513670000012 0.43837010870000009 0.44922307715000004 0.5718990449500001 43.018222997350009 35.050303764500008 34.41230404325001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 -5 28 -7 -8 -9 -10 11 12 16 14 -4 -16 17 20 27 -18 -3 -13 -11 -24 -25 -26 -27 -19 29 -6
right_child=-2 10 3 4 5 6 7 8 9 22 -12 21 -14 -15 15 -17 19 18 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0051145104576619327 -0.003826298047379557 0.0039663117845001039 0.0011117652938147204 -0.0056328164297452382 -0.0030667576901905265 0.0041355778142892563 -0.0058070705254629606 0.0033844088593883814 -0.0046270569087801154 0.002103337239887489 -0.0039972622348878823 0.006110929111019456 -0.0058600837574142948 0.0034815666429548705 -0.0038313465833009776 0.0012530125998899703 0.0027232872156438734 -0.0019921336260274301 -0.0046156731693712929 -0.0017791371496967082 -0.0040661103186632984 0.00036335961951628447 -0.0012753644733251794 0.0045345624471942987 -0.0030593526415067639 0.0036651785275214183 -0.0013825060780657465 0.0012666831378781141 -0.0039048077669909184 0.0038078268947512365
leaf_weight=3.4332997053861609 8.2413432421162707 1.3185952566564108 199.51564938854426 4.3986620865762225 3.8229569122195235 6.678631715476512 6.6640420919284216 10.740247987210749 4.9803667515516272 23.334665283560753 6.2945757834240785 3.7325953096151334 3.0480417329818001 12.599866384640334 10.180452652275564 17.50564856082201 13.481150247156622 7.5822543464601031 4.2399983499199143 6.496590729802846 15.206174458377061 4.6098590865731239 27.763222716748714 6.7410456091165569 4.1633176058530799 7.1219652853906137 4.5616325531154871 30.929235370829701 8.1126932753249985 3.2245025373995304
leaf_count=255 757 11 856 78 61 19 110 29 34 74 176 8 132 78 105 68 39 46 97 40 305 44 183 22 30 22 77 160 96 22
internal_value=0.00032219 0.000396115 0.000625583 0.000680007 -1.94169e-05 0.000189994 0.000520941 0.000269659 0.000722597 0.000359181 -0.000469174 -0.000224175 -0.000544395 0.00103674 0.000901157 -0.000616556 -0.000339959 -0.000878898 0.000105312 0.00125914 -0.00342516 0.00293495 0.000696197 4.40744e-05 0.00166582 0.000445496 0.00169441 0.000625078 -0.00205303 7.86475e-05
internal_weight=470.723 462.482 365.543 362.11 122.308 117.909 102.749 96.0705 89.4065 78.6662 96.9391 90.6445 82.302 239.802 227.202 27.6861 79.254 59.2763 42.7515 19.9777 16.5248 8.34245 73.6858 50.3512 22.588 15.8469 11.6836 38.5115 15.1602 7.04746
internal_count=4034 3277 2219 1964 857 779 600 581 471 442 1058 882 830 1107 1029 173 698 619 303 79 316 52 408 334 151 129 99 206 179 83
is_linear=0
shrinkage=0.00494411


Tree=200
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 2 0 1 1 1 2 2 0 0 1 2 1 2 2 0 0 2 0 0 2 2 2 0 0
split_gain=10.0599 5.86938 6.44724 5.14942 5.74971 4.92922 5.24015 6.36597 4.77741 4.05425 6.35454 3.62265 3.33254 3.20972 5.40737 4.40952 3.46571 3.34254 2.99035 3.97869 2.69033 3.66136 7.49886 4.53245 4.00462 3.48639 3.62846 3.32261 3.2902 3.16842
threshold=0.5718990449500001 42.719328117250008 0.42018203045000008 0.39072183470000005 0.53544804050000006 42.67709657435001 42.198888176300009 0.49094338495000006 0.3975479776000001 0.40509266190000009 0.41615520495000008 36.728658719300007 42.434124620650003 0.56643513670000012 0.54646567465000018 0.46280051495000007 40.844669808050007 0.44805544745000009 40.00488309970001 42.536568606950006 0.55769288345000012 0.47769527860000011 47.927946529500012 0.4778150355000001 0.47883296910000012 44.262924377150007 47.709122305950011 49.122847560300009 0.55538756325000016 0.37331217625000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 -4 12 -5 -6 -11 -12 -8 14 -13 16 17 -16 -2 -20 21 22 29 -23 -25 -26 -27 -28 -29 -3
right_child=18 20 3 4 9 -7 7 -9 -10 10 11 13 -14 -15 15 -17 -18 -19 19 -21 -22 23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.0044375481143552791 -0.0046062430913242384 0.0030936622730301281 0.0012148649204321387 -0.00066163116235997787 0.0026173702479054079 0.0038724262637762161 -0.0056293796044416889 0.0027096080851715322 -0.0050003096605217524 -0.0046817003726892254 -0.0031541437617235643 0.0016839400322599656 -0.0011624885168125291 0.0025023621487115979 -0.0054084692783603009 0.0031688511659229688 -0.00011302624463592382 -0.0010100524246187471 0.00010205391040591187 -0.0044953023489724435 -0.0033519063179157978 0.006060787433150373 0.00091591215766827845 -0.0056365769466891636 0.00095161395448721596 -0.0039854688907778281 0.0019047490029241658 -0.0053297905086283166 0.0034260214482797159 -0.0036617092813204452
leaf_weight=4.2760886242613187 7.334309613332155 1.3551343157887483 219.99835161399096 18.133941488340501 14.651996724307535 11.577990852296351 4.629878859966996 5.5465993210673323 6.150408641435205 4.5808216035366049 4.6558700315654269 25.779664866626263 8.7054159343242628 14.514495410025118 6.3081269823014789 4.0223586633801451 13.369194105267523 6.1993202120065689 10.986259449273346 4.9375661769881836 5.2525743413716546 2.4226632118225089 14.440531484782694 2.1053633391857138 44.729292884469032 5.964225557632747 6.9781123772263509 2.8901064107194547 1.0620401501655576 17.248547224327922
leaf_count=253 393 11 900 148 41 58 40 19 103 38 50 83 56 53 84 13 60 38 239 345 108 4 54 20 228 166 28 80 5 316
internal_value=0.000373319 0.000506375 0.000755904 0.000816116 8.49451e-05 0.00116167 0.00103028 -0.00112034 -0.00176047 0.000561283 0.000182008 0.000479671 -0.00271335 0.000720699 0.00025625 -0.00097474 -0.00161884 -0.00322839 -0.00235867 -0.00132347 -0.000384967 -0.000227863 -0.00138422 0.000349763 0.000132658 0.000329763 -0.00131663 0.000139655 -0.00297689 -0.00316963
internal_weight=500.807 477.549 373.101 368.824 118.366 250.458 238.88 18.8819 24.2844 94.0818 79.4299 74.849 13.3353 70.1932 55.6787 29.899 25.8766 12.5074 23.2581 15.9238 104.449 99.196 33.0442 66.1518 63.7291 61.6238 16.8945 10.9303 3.95215 18.6037
internal_count=4034 3057 2037 1784 711 1073 1015 115 251 460 419 381 96 331 278 195 182 122 977 584 1020 912 381 531 527 507 279 113 85 327
is_linear=0
shrinkage=0.00425398


Tree=201
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 2 0 2 0 1 0 0 1 1 1 1 2 0 2 2 2 0 1 2 0 0 1 0 0 1
split_gain=6.92019 4.40402 4.47225 5.15748 4.76339 3.0766 3.75198 7.21703 4.01118 3.64651 3.02174 3.95851 3.39123 2.82165 2.67564 3.00089 2.49707 6.30178 4.05898 3.11585 3.08118 2.78912 2.73916 2.42497 11.0929 2.40706 2.3773 4.17409 2.60693 6.66061
threshold=0.57944372925000021 42.779078631750004 0.42569084760000003 0.50706565670000014 0.51191581090000016 42.67709657435001 0.48537468940000006 41.975471476700008 0.48351845755000006 0.34674111555000003 0.55769288345000012 0.54228915300000013 0.40301188585000008 0.34608245260000009 0.34527409360000011 0.36006406990000012 47.927946529500012 0.47769527860000011 44.421469061800003 43.018222997350009 49.122847560300009 0.37331217625000007 0.36160593995000007 38.400997490450003 0.50339810185000011 0.47808448850000007 0.38906020780000011 0.52005927965000021 0.53544804050000006 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 9 13 11 12 16 -4 -8 -16 17 21 19 -19 -18 -3 -21 -17 -25 -11 27 -6 29 -28
right_child=-2 10 3 4 26 -7 14 -9 -10 25 -12 -13 -14 -15 15 23 20 18 -20 22 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0037183568369917098 -0.0034719983065894544 0.003482495398156202 0.0013138254588292049 -0.0043284179290226567 -0.0005922896754482947 0.0036613633242581932 -0.00085444918592844448 -0.0026943679744979515 -0.0033161052601394115 -0.005893107442094446 -0.0040193204538724603 0.0030948860281451735 -0.0058461816205172702 0.0045501502855421535 0.0035956454199086653 0.0024947390549520903 0.002591555693353959 -0.0022344234934192769 -0.0045062975291542675 0.0022640778673579201 -0.0016376839991123699 -0.0041164446144314384 -0.0010258066635427012 -0.0069281225285575546 0.0033391010498470624 0.00038289962581413198 -0.00014906291261663677 0.0038451910196516887 0.0004971559407111136 -0.0059487528853234837
leaf_weight=5.6532489103265098 11.521676619537173 1.3385008499026323 88.678547516465187 5.8544020801782599 9.7959180623292941 13.679854424670337 6.8172637075185767 14.47077017277479 4.9914339259266844 2.7978054014965883 5.7445054939016691 8.2460197973996383 2.9991294192150226 7.4488293975591651 30.475602671504021 17.947250321507457 13.185342200100424 7.773715414106845 4.3529546074569216 22.796682380139831 6.5900346152484408 15.489278109744189 9.0053334608674032 4.2714786529540998 7.2227025665342808 3.5197681589052081 32.388071516528726 12.06787023693323 98.999033672735095 5.9840756338089696
leaf_count=270 879 11 337 49 38 78 30 114 26 56 138 55 132 27 120 58 39 46 97 86 40 305 74 33 27 16 201 32 528 92
internal_value=0.000395047 0.000489727 0.000739528 0.00080812 0.000145698 0.00134864 0.00118093 0.000653938 0.00110493 0.00132033 -0.000465877 -0.00024346 -0.000573015 0.00156461 0.00214361 0.00248472 -0.000376634 -0.000884008 0.000122705 0.000631851 0.00118219 -0.00351202 0.00133249 0.00133478 -0.000476414 -0.0023965 0.000310193 0.00185701 6.4004e-05 -0.00105352
internal_weight=482.107 470.585 373.064 367.411 165.089 202.321 188.641 121.907 107.436 102.445 97.5215 91.777 83.531 96.1274 66.7343 59.917 80.5318 60.7565 43.9287 39.5757 19.7754 16.8278 31.802 29.4414 11.4942 6.31757 159.235 21.8638 137.371 38.3721
internal_count=4034 3155 2132 1862 940 922 844 576 462 436 1023 885 830 364 268 238 698 619 303 206 79 316 160 118 60 72 891 70 821 293
is_linear=0
shrinkage=0.00505046


Tree=202
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 1 1 2 2 0 1 2 2 2 0 1 2 0 2 2 2 2 1 0 2 1 0 0
split_gain=11.6245 5.97149 8.21859 5.50732 10.2318 4.49269 7.71712 3.9732 5.79666 3.84976 4.94114 4.34022 3.83179 4.17936 5.42087 3.69106 3.31233 4.21846 3.45 3.63105 3.20242 3.19077 4.73295 3.08947 3.02445 5.27877 5.10581 3.22138 2.76038 3.0936
threshold=0.5718990449500001 43.525909308350002 0.42018203045000008 0.39091643965000006 0.53544804050000006 0.47883296910000012 41.942745071500006 0.3975479776000001 0.39382054430000007 41.827117825850003 42.094663496250007 0.57152480465000022 0.40301188585000008 47.709122305950011 45.295823381400005 49.122847560300009 0.54646567465000018 0.46280051495000007 41.178189531300006 0.56719858685000013 40.844669808050007 40.00488309970001 40.890797847750008 39.184300550350009 0.32388251845000005 0.47396784530000008 39.110279783550006 0.34311846950000008 0.5654770815500002 0.54562737640000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 6 24 8 -5 11 -11 16 13 14 -3 -15 -6 18 19 20 23 -2 -23 -18 -4 26 27 -26 29 -12
right_child=21 12 3 4 9 -7 -8 -9 -10 10 28 -13 -14 15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0038336954288735641 -0.0039726956879667687 -0.00042038537801480355 0.0029500324332335159 -0.0042642400864900919 0.00069721645095131564 0.0012075065902710561 -0.0018988872277078599 -0.0043344109840260945 0.00039468349770742123 0.0038468688924458948 0.0014312108775809454 0.0036198146428464036 -0.0032220145394715677 0.0018637094350346492 -0.0041582378766843722 -0.0010755022582590772 -0.0011868489199072414 0.0018920703401416417 -0.0052849047531032135 0.001459391268824549 0.0010606279809029322 0.0020569455004786179 -0.0023425945040702152 -0.0043277893328530319 0.00099294468977895525 0.0012553495495451063 -0.0048600515936703063 -0.003428878066595449 0.0026707301346425554 -0.0021497567511464372
leaf_weight=5.5536858090199521 8.2904733521863836 26.258897194638848 7.7424901723861685 5.3187706433236661 33.105283573269844 211.43854306638241 18.322575254365802 7.5919895768165579 10.972319096326826 9.3397180810570735 6.4815805554389971 4.3691466748714438 6.7170337103307238 16.223413676023487 6.4909889027476302 8.8616579547524434 10.412634551525128 6.0603973641991606 2.8564540818333617 6.0210241526365271 4.3429225534200659 4.4252102654427317 12.673801333643494 7.0412074998021117 9.1748691424727458 37.366049066185951 3.9686908628791562 2.9112404286861411 5.8730888888239852 6.4626848921179771
leaf_count=291 393 257 21 82 121 821 201 117 64 21 20 14 215 51 125 69 101 23 24 27 15 71 513 64 40 124 54 37 19 39
internal_value=0.000307993 0.00043388 0.000592316 0.000651238 1.24398e-05 0.00092845 0.000186138 -0.00214615 -0.00112638 0.000516062 0.00166912 7.85595e-05 -0.000603658 -0.000299558 -0.00116122 0.000825391 -0.000142979 -0.000900165 -0.00145183 -0.00105824 -0.00175369 -0.00210807 -0.001204 -0.00245396 0.000810745 0.00050069 -0.00125571 -7.21614e-05 0.00058822 -0.000356659
internal_weight=512.669 487.279 422.727 417.174 126.249 290.924 79.4859 23.8831 16.2911 102.366 28.1571 74.2091 64.552 57.835 32.7499 25.0851 69.8399 36.7346 30.6742 27.8178 21.7968 25.3895 17.099 17.4538 61.1633 53.4208 16.0548 12.0861 18.8174 12.9443
internal_count=4034 3057 2340 2049 751 1298 477 263 146 488 99 389 717 502 382 120 375 254 231 207 180 977 584 165 276 255 131 77 78 59
is_linear=0
shrinkage=0.00366249


Tree=203
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 1 1 1 1 2 0 0 2 1 2 2 1 2 0 2 2 0 0 1 0 2 0 1 0
split_gain=9.45631 5.30945 5.90179 5.34923 7.58545 4.72747 3.9094 6.60615 3.75799 7.12936 4.35603 3.27374 4.93784 4.12639 4.23633 4.05305 3.79259 3.78524 3.21257 5.53871 3.20847 4.31009 3.1337 4.28284 4.32131 3.62249 8.92851 4.72784 5.48215 4.66618
threshold=0.5718990449500001 42.719328117250008 0.42018203045000008 0.39091643965000006 0.53544804050000006 42.67709657435001 0.3975479776000001 0.39382054430000007 0.40509266190000009 0.41615520495000008 36.728658719300007 0.54228915300000013 0.56643513670000012 40.844669808050007 0.43401395170000007 42.141702038450013 39.458743938000005 0.42114008565000011 42.198888176300009 0.49094338495000006 40.00488309970001 42.536568606950006 0.55769288345000012 0.54228915300000013 0.40301188585000008 0.47769527860000011 47.927946529500012 0.51675099550000014 0.40099098830000007 0.37331217625000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 18 7 -5 -6 -10 -11 -12 13 14 17 -15 -16 -13 -4 -20 -2 -22 23 24 25 26 29 -27 -29 -3
right_child=20 22 3 4 8 -7 -8 -9 9 10 11 12 -14 15 16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0047268626523058093 -0.0049266953087093914 0.0053033240023187172 0.0012370517335618884 -0.0053445479705582282 0.0027253109314429088 0.0041558322404418487 -0.0053448178262765107 0.00094665889393996791 -0.0052026558114842292 -0.0035597617800675807 0.0030439973398149363 -0.001069898387756734 0.0026832276151864103 0.0022596493043842559 0.0023444371464968923 -0.0021736921820771052 -0.0025688388405713108 -0.0064909237318601497 -0.0023875187580949895 0.0030640656809695997 0.00029696430237936746 -0.0047947761521463725 -0.0036836482788722342 0.0027823883524470579 -0.0053472722668032758 0.0011912744774768525 0.0012170512984042764 -0.0034714865278969026 0.0039181298133578839 -0.0040182398762036485
leaf_weight=3.988179881591349 7.3791272630915072 1.1827498450875307 218.17133960034698 5.160567324608567 14.527421772480009 10.839082434773443 6.4460484022274604 10.446944717317818 4.7366650477051726 4.9986677952110758 11.614243142306803 5.339040972292425 14.883420668542383 16.151022255420688 7.0737963952124101 5.800342582166194 6.0169989764690399 5.3235730789601803 12.808737285435202 5.5186028704047194 10.969821642152963 5.0127028962597242 5.6053834334015837 9.1327988691627962 3.6313755149021736 41.592803746461868 14.895584017038344 10.214129492640494 2.6082355678081504 18.413886813446879
leaf_count=253 393 11 914 77 41 58 103 57 38 50 31 32 53 55 29 29 38 64 96 19 239 345 108 55 132 187 54 148 9 316
internal_value=0.000380414 0.000518784 0.000777242 0.000837241 4.25867e-05 0.00121802 -0.00236443 -0.00113351 0.000592872 0.000214794 0.000547181 0.00083151 0.000407395 -0.000333713 -0.00164775 0.0010882 8.61193e-05 -0.00377648 0.00108338 -0.000745975 -0.00244554 -0.00129999 -0.000372268 -0.000189704 -0.000483025 -0.000284347 -0.00143772 0.000446744 -0.00196834 -0.00345564
internal_weight=500.483 477.122 369.845 365.857 118.519 247.338 22.0536 15.6075 96.4652 81.9378 77.2011 72.2024 60.5882 45.7048 23.7534 21.9514 13.0908 10.6626 236.499 18.3273 23.3617 15.9825 107.277 101.672 92.5388 88.9074 34.4922 54.4152 12.8224 19.5966
internal_count=4034 3057 2037 1784 697 1087 237 134 460 419 381 331 300 247 163 84 67 96 1029 115 977 584 1020 912 857 725 381 344 157 327
is_linear=0
shrinkage=0.00454921


Tree=204
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 0 1 2 2 2 0 2 2 2 1 0 2 0 0 1 1 0 2 2 0 2 2 1 1
split_gain=3.43979 2.15864 3.86488 3.46859 3.63076 3.04447 3.03549 1.97896 2.25477 1.91554 2.13816 2.57764 2.81105 2.07597 4.85819 3.51006 4.73909 3.18789 3.49288 2.74435 2.23595 2.05861 1.91992 2.18891 1.89856 1.87234 2.47532 2.11118 2.09235 1.84426
threshold=0.59897907245000015 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 0.47721625100000004 0.34512439750000007 40.413896136950008 37.198331469900005 42.599563320500003 0.55769288345000012 43.077238082650005 41.827117825850003 41.218101594450012 0.39591628995000006 0.53544804050000006 40.844669808050007 0.54228915300000013 0.56719858685000013 0.43837010870000009 0.3975479776000001 0.5718990449500001 40.563919884450009 41.385032804600009 0.54228915300000013 48.86568841230001 43.847983878700006 0.39814676205000005 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 7 -1 -9 21 13 12 -12 14 15 -11 -17 18 -18 -20 -21 -4 -22 -24 -7 26 28 -27 -14 -13
right_child=-2 2 9 4 -6 24 -8 8 -10 10 11 29 25 -15 -16 16 17 -19 19 20 22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00038177231701180922 -0.0212066934407515 -0.031203588301746351 0.0056080865515590736 0.020126690188553797 -0.022536421094279266 0.0068478507374309539 0.0033679354818043797 -0.027098070588375822 -0.0048421923227910625 0.020321723577233199 -0.021092774864572984 -0.025342884871033009 -0.026961857518312385 0.0080183960700218847 -0.014963040520184606 -0.024730951419173006 0.0090403372844791701 0.01220990628293892 -0.007895150685327753 0.025120262262164121 0.009400354582265371 -0.012468643411011684 -0.024111828047390396 0.007183777613295284 -0.025849354729286983 0.024644057251489562 0.018605723690629645 0.00048307158270655815 -0.0010777292718300055 -0.0044826074481267965
leaf_weight=51.447527869138867 3.0527670097071669 3.1268788529559961 3.8694644942879668 2.8135526124387962 3.5423666685819626 1.5213009752333166 222.90568418614566 2.314709936501461 14.8747117286548 4.5438471734523764 2.3961438685655656 3.7138943830505005 2.0345958396792394 22.006088759750128 7.8130220668390384 2.9488291181623927 13.449379213154314 11.90087180957198 22.039163798093796 1.9863394945859898 4.8115609288215619 9.7746931179426593 2.2255412088707094 1.7619759775698183 1.6066332086920736 3.0227454900741568 1.7709797238931058 3.3605804508551955 4.2334281792864203 3.7458059638738632
leaf_count=573 649 49 16 21 190 17 1041 48 254 12 20 82 36 101 69 43 40 47 166 4 20 179 59 11 32 7 14 42 50 142
internal_value=0.000982692 0.0011375 -0.000944359 -0.0120443 -0.00572737 0.00429433 0.00218021 -0.00167707 -0.00783915 0.000104884 0.000953279 -0.00460519 -5.31453e-05 0.00236656 0.000673938 0.0025344 0.00121212 0.00252715 3.69091e-05 -0.00365211 0.00501821 -0.00734211 0.000480295 -0.0102831 -0.00994675 0.00344241 -0.00329252 0.0119242 -0.0094797 -0.0148681
internal_weight=440.615 437.562 146.02 12.6107 9.48385 5.94149 291.543 68.6369 17.1894 133.409 119.765 24.2782 16.8185 95.4866 73.4805 65.6675 61.1237 58.1748 46.274 32.8246 10.7854 13.6442 8.79908 3.98752 3.12793 14.4223 8.039 6.38333 6.26802 7.4597
internal_count=4034 3385 1469 309 260 70 1916 875 302 1160 965 393 169 572 471 402 390 347 300 260 94 195 90 70 49 149 100 49 86 224
is_linear=0
shrinkage=0.0209766


Tree=205
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 0 1 2 2 1 1 0 1 1 0 0 0 0 1 2 2 1 2 0 1 2 1 2 2 0
split_gain=11.448 6.07309 11.2049 4.79344 4.52249 4.36546 5.07564 5.52207 4.69935 4.03045 3.76202 3.51481 6.3199 4.00674 6.16317 6.53315 5.63662 4.01487 3.83948 3.42051 5.06185 3.30071 3.18553 3.04725 2.82839 2.7718 2.76973 2.76559 3.18737 2.69415
threshold=0.5718990449500001 0.47721625100000004 0.37078231190000005 43.680097826700013 0.56719858685000013 0.54646567465000018 0.46280051495000007 41.827117825850003 42.310579034350006 0.34512439750000007 0.36945001650000003 0.51191581090000016 0.37473428940000003 0.38906020780000011 0.53544804050000006 0.52432561900000019 0.5223196910500002 0.52688542260000015 0.39542229275000007 40.00488309970001 40.890797847750008 0.3055746834000001 37.198331469900005 0.52005927965000021 0.39408999735000005 40.413896136950008 0.44922307715000004 47.709122305950011 50.205949521800008 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 10 4 5 11 7 -7 -9 21 -3 12 -4 23 15 16 -15 -17 24 -2 26 -1 -16 -13 -19 -11 -21 29 -29 -5
right_child=19 2 3 27 -6 6 -8 8 -10 25 -12 13 -14 14 22 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0040959765573672377 -0.0042126562486987347 0.0011925054900595116 0.00025750766847115086 -0.0044786524621677924 0.0020903252735501644 -0.0024847094769459787 0.0030254034959737988 0.00329409111393267 -0.0015907868620941683 -0.0051780707524085243 0.0038378624236719925 0.00054733782178296867 -0.006114765481780195 -0.002196999990638741 -0.0017904305555765461 -0.0050311511762087214 0.0022917640378133722 -0.001351255611715216 -0.0028549168080556791 0.0051336820026626961 -0.0024612748951972586 0.0002182804294759377 0.0015358691350333925 0.0033291370321632311 0.0032591861957761746 -0.0013560345083307673 -0.00094730375885757544 0.00074310141032360607 -0.0042388781063506086 -0.00079884183891136583
leaf_weight=2.7980416659265748 8.4878421910107154 189.69232463091612 7.6202417239546758 6.9754545567557233 17.751447580754757 26.131044179201126 4.146483562886714 5.5720736980438215 6.2986341938376427 3.3723590727895525 8.4292859658598882 11.202474445104601 3.369845075532794 6.1789726950228241 4.8137260377407065 5.644099589437249 13.111115265637634 4.4784666337072867 10.39534744992852 2.4242544919252422 12.691160327754913 54.863365026190877 42.339523196220398 12.517212726175783 3.6060910895466805 18.34076158516109 2.0972563084214926 9.432764317840336 2.4231530651450148 5.2238118965178728
leaf_count=125 393 768 42 188 69 202 13 15 35 53 30 39 40 36 27 83 43 36 110 5 513 448 135 31 10 256 66 54 77 92
internal_value=0.000320549 0.000453626 0.000644675 1.93613e-05 0.000230734 3.35689e-05 -0.00104508 -0.00148922 0.00070216 -0.000526846 0.00130505 0.000396468 -0.0016964 0.000597723 0.000226449 -0.00082693 0.00085393 -0.00217098 -0.00129744 -0.00219973 -0.00120712 8.92947e-06 0.0011963 0.00201533 0.000705217 -0.00194965 0.00231308 -0.00160779 -0.000275133 -0.00290293
internal_weight=512.429 486.728 407.354 209.232 185.177 167.425 42.1482 38.0018 11.8707 79.3745 198.122 125.277 10.9901 114.287 90.5673 43.4141 19.2901 24.124 18.4799 25.7005 17.2127 57.6614 47.1532 23.7197 8.08456 21.7131 4.52151 24.0552 11.8559 12.1993
internal_count=4034 3057 2175 1377 966 897 265 252 50 882 798 632 82 550 480 318 79 239 156 977 584 573 162 70 46 309 71 411 131 280
is_linear=0
shrinkage=0.00387461


Tree=206
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 2 0 1 1 1 2 0 0 2 0 0 2 2 2 0 0 0 0 2 2 1 2 0 1
split_gain=15.753 9.31538 8.3331 8.71303 6.73355 5.72262 5.97605 9.75455 5.45709 5.18657 7.64456 5.66164 4.47765 5.30036 9.2923 5.5079 4.34946 4.46399 4.4253 4.71181 4.13685 3.99858 3.54486 4.18279 4.40761 3.51256 3.20714 3.04019 2.99861 5.93987
threshold=0.57944372925000021 42.719328117250008 0.42018203045000008 0.39072183470000005 0.53544804050000006 42.67709657435001 41.942745071500006 0.48068920095000006 0.3975479776000001 0.40509266190000009 0.41615520495000008 38.244973486750006 0.55769288345000012 0.47769527860000011 47.927946529500012 0.4778150355000001 0.47883296910000012 44.262924377150007 47.709122305950011 49.122847560300009 0.37331217625000007 0.55538756325000016 0.54136103710000005 0.56643513670000012 40.844669808050007 42.141702038450013 0.39408999735000005 40.984321400500008 0.54228915300000013 0.39091643965000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 -4 -8 26 -6 -11 -12 13 14 20 -15 -17 28 -19 -20 -3 -21 -13 24 -24 -26 -5 -25 29 -18
right_child=-2 12 3 4 9 -7 7 -9 -10 10 11 22 -14 15 -16 16 17 18 19 21 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=-0.0029883701145993927 -0.0022949789903219443 0.0026599853109725074 0.00098424555452235329 -0.0015308711054945199 0.0018960499063987656 0.002712903405711376 -0.0024756863047424226 0.00088406996506377338 -0.0034057586415397216 -0.0034001258780393655 -0.001441553724107955 0.0022009684767855735 -0.0025005330194326787 0.0043167173075214452 0.00066160487709444567 -0.003843030741350608 0.00096548038111923318 -0.0026621662501583967 0.0015643688548487361 -0.0035871499993951638 -0.0026028934726925043 0.0026063798127930614 -0.0011421343079656377 0.0020883666575522929 0.0013767575758381351 -0.001198234970631982 0.00079368807605452278 -0.0001756562796693395 0.0028692082000036758 -0.0017565240297085078
leaf_weight=5.2620620597153893 18.652637167833745 1.2908310741186166 221.5335199534893 10.659464921802288 15.068607397377489 13.716630466282366 11.205274609848859 18.782921768724918 7.0524829197674981 4.8233454637229434 13.095190996304153 9.6614924669265729 7.3233946636319152 2.6060931682586661 14.620726607739924 2.2037355005741111 35.041413769125938 7.389752201735976 7.3352249525487405 3.5336663480848074 20.122076498344541 1.1133174598217008 20.087130069732666 14.906800888478758 16.373212270438675 5.8359780237078658 8.7997486479580385 7.116827141493558 4.6478090509772292 7.9967847615480414
leaf_count=253 879 11 842 101 41 58 105 68 103 38 141 24 139 4 54 20 127 166 28 80 316 5 115 52 55 29 47 32 13 88
internal_value=0.000278193 0.000370636 0.000574502 0.000621522 2.76642e-05 0.00092038 0.000822625 -0.000371324 -0.00125805 0.000346323 9.22183e-05 0.000285666 -0.000344123 -0.000197765 -0.00108978 0.000249482 9.6445e-05 0.000225909 -0.000927723 0.000141955 -0.00228563 -0.00210331 0.000591395 0.000349621 -0.000174794 0.000700119 -0.000479671 0.00135676 0.00069456 0.000459714
internal_weight=537.858 519.206 403.981 398.719 133.48 265.238 251.522 29.9882 26.5117 106.969 91.9 87.0766 115.225 107.901 36.0336 71.8678 69.2617 67.058 19.372 11.9822 21.4129 4.64698 73.9814 64.3199 42.2963 22.2092 19.4592 22.0236 47.686 43.0382
internal_count=4034 3155 2104 1851 778 1073 1015 173 251 527 486 448 1051 912 381 531 527 507 279 113 327 85 307 283 199 84 148 84 228 215
is_linear=0
shrinkage=0.00284985


Tree=207
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 2 1 0 1 2 2 2 0 1 0 2 2 1 1 0 0 2 1 1 2 2 2 0 2
split_gain=12.5669 11.9286 7.67456 8.95142 4.20652 4.56601 5.47871 3.86474 3.64222 6.00638 3.39889 3.38308 6.95291 6.19496 3.6911 4.92639 6.56626 3.06793 2.97913 5.98205 6.37053 2.8358 3.2335 3.17388 5.13136 3.66459 2.84195 2.71521 2.6843 2.53828
threshold=0.39091643965000006 0.47736594710000008 0.4662734648500001 0.53475943835000017 43.89540535710001 36.728658719300007 35.050303764500008 0.40667944075000007 0.54499865270000014 0.43590012275000006 42.094663496250007 41.872294782850005 47.927946529500012 0.42018203045000008 0.32388251845000005 0.47396784530000008 39.110279783550006 48.96897326980001 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.5718990449500001 40.00488309970001 0.46280051495000007 0.45280081435000008 39.458743938000005 40.94178426300001 39.952536079750011 0.52366695610000014 36.728658719300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 18 5 6 7 -5 -7 10 27 13 -13 -1 -15 16 -16 -14 19 20 -2 23 -23 24 -11 -26 -24 -10 -3 -20
right_child=2 28 -4 4 -6 8 -8 -9 9 21 -12 12 17 14 15 -17 -18 -19 29 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0036993929198552815 -0.0042717118500511086 0.0011669860490328163 -0.0031146433967078483 0.0029955509048439047 -0.002217777293504431 0.0013886829535985899 -0.0052871314805749215 -0.0021772702544186739 -0.0028900524942717643 0.0015040686035511085 -0.0050474610479291837 -0.0021850449268163864 0.0023890954700512882 0.0028875825323139179 0.00010619726179204036 0.0015897537045442274 -0.0050850125627793022 -0.00083271730310838558 0.00080776789277697738 0.0021789919198965404 0.0033171563515129957 -0.0039955099521593457 0.0027510632111986026 0.0038483875064409113 0.00069543116321369293 -0.0050525946257257261 -0.0014794433680642924 2.2078047351628604e-05 -0.00079980275136397479 -0.0035220206469153506
leaf_weight=4.4266789862886062 6.4525323808193225 255.32294063270092 12.456748989410697 3.0653944909572584 8.6021721661090833 41.422634407877922 3.7592819910496473 4.3961001299321651 5.9790351856499973 24.993441037833694 2.9267131090164176 27.380540849640965 7.6058921962976438 7.8234581202268592 12.273962628096344 15.746881142258642 4.0528554320335379 7.1890573501586914 1.9214086458086992 5.2816716097295275 1.7606126889586446 2.9167857971042386 3.4942575581371766 5.0455632805824271 2.7026429697871199 2.848884329199791 4.5989947821944952 12.117132462561129 8.9824604429304582 14.245103131979702
leaf_count=223 98 995 757 8 190 137 46 70 74 92 28 415 20 21 77 52 48 34 18 19 5 65 18 11 15 28 42 57 46 325
internal_value=0.000343982 0.000727112 -0.000442064 -0.000232062 0.000171066 0.000341929 -0.001806 -5.2128e-05 0.00056295 5.71492e-05 -0.00151191 -0.000412718 -0.00112964 0.000269452 0.000709805 0.000178598 -0.00118243 0.000823575 -0.00198352 -0.000756914 -0.00264492 0.000764997 -0.000803365 0.00125017 0.000820989 -0.00225429 0.000347076 -0.0009401 0.00110014 -0.00300742
internal_weight=521.792 350.805 170.987 158.53 128.869 120.267 11.2208 7.46149 109.046 67.6235 21.0229 86.4993 42.1755 44.3238 39.8972 32.0737 16.3268 14.7949 29.6613 13.4948 8.21315 46.6006 11.01 35.5905 30.545 5.55153 8.09325 18.0962 264.305 16.1665
internal_count=4034 1931 2103 1346 881 691 124 78 567 430 159 890 469 421 198 177 125 54 465 122 103 271 125 146 135 43 60 131 1041 343
is_linear=0
shrinkage=0.00353616


Tree=208
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 0 1 2 1 1 1 0 2 2 2 0 0 2 1 0 0 2 0 2 2 0 1 1 2
split_gain=3.65962 2.19072 2.48312 2.58066 4.1356 3.6634 3.5174 2.85173 2.6392 2.49567 3.58998 3.09311 2.47099 2.0792 1.96451 3.25138 2.34056 3.25091 1.91111 1.88365 1.91406 3.53431 3.18125 2.49009 1.85343 1.85312 1.82973 2.51872 3.74334 1.99977
threshold=0.4662734648500001 42.779078631750004 0.42314601355000009 0.35471991855000007 0.34584293880000011 41.919251152600005 0.48597347385000006 0.35651627195000007 40.241071441700008 0.34551360740000009 0.34515433670000012 0.34503457980000002 0.5681267027500001 42.599563320500003 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 40.340071172300007 0.32388251845000005 0.47396784530000008 0.47604862130000009 38.064633603500006 0.47943175355000006 41.066313126200008 39.110279783550006 0.49949103320000005 0.36945001650000003 0.37078231190000005 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 -5 -6 10 11 19 14 26 16 -16 17 -3 -12 -4 22 -22 -21 -23 -11 -24 -8 -28 -29 -30
right_child=-2 12 3 6 8 -7 13 -9 -10 24 18 -13 -14 -15 15 -17 -18 -19 -20 20 21 23 25 -25 -26 -27 27 28 29 -31
leaf_value=-0.013639287807944812 -0.012437943634210205 -0.0033519103789355726 0.011967947720388851 0.002076324483339922 -0.0062266124385459169 -0.0053778956748281419 0.0070724661897321383 -0.025674816372727886 0.010033757055159968 0.0022391496487448475 0.00072824035104056696 -0.011972561589458374 -0.018935114199683939 -0.011917048055684417 0.0167748117430448 -0.00075939510796220813 0.004151707205046532 -0.028542464103196552 0.012183512063631932 0.0038605648116112092 0.018330924598317453 -0.0052507400170807069 -0.0037569820741581001 0.0062968244665826444 -0.011349723938790801 -0.025174168614513333 -0.0090929342348820986 0.015707068198038195 -0.00027442810466055026 0.0051724615884568498
leaf_weight=3.2995604488532981 6.4368409626185885 3.656405081972478 6.5295868366956702 1.9648139066994179 3.4595264308154574 18.439653726294637 15.146224077790974 2.8879294423386455 35.457979347556829 6.9202083349227888 5.8641588389873531 4.7242433577775946 2.4692880609072736 3.9242033939808598 3.4955268073827019 74.771731191780418 3.144038250669837 2.9014142751693726 21.313559412956238 6.4659112840890867 4.6442171707749393 10.232219368219377 2.4523081034421921 13.916752673685549 5.847672127187252 2.6589049734175205 8.0213167034089548 5.3626076728105536 131.30317811761051 25.401846751570702
leaf_count=261 757 42 20 10 25 133 65 62 190 24 25 22 135 31 14 821 22 24 69 32 15 42 11 50 29 34 41 24 874 130
internal_value=0.000863281 0.00105935 0.00170261 0.00185022 0.00360965 0.00184838 0.000499655 -0.0144387 0.00858831 0.00330355 0.00448441 0.00173242 -0.00140335 0.000882888 -0.000911238 2.37075e-05 -0.00845367 -0.0144971 0.0097118 0.00311293 0.0016807 0.00413422 -0.00442139 0.00140398 -0.00398454 -0.0148984 0.00115405 0.000627027 0.0011081 0.000608511
internal_weight=443.114 436.677 346.239 342.939 148.927 110.009 194.012 4.85274 38.9175 91.5697 78.8019 51.6241 90.4384 189.159 87.9691 78.2673 9.70186 6.55782 27.1777 46.8999 40.3703 28.7932 11.5771 24.149 12.7679 5.11121 185.235 170.089 162.068 156.705
internal_count=4034 3277 2219 1958 721 506 1237 72 215 373 320 226 1058 1165 923 835 88 66 94 204 184 107 77 92 53 45 1134 1069 1028 1004
is_linear=0
shrinkage=0.01777


Tree=209
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 0 2 1 1 0 1 0 0 0 1 2 2 0 0 2 2 2 2 0 2 2 0 2 1
split_gain=3.26299 1.93011 3.63971 3.06435 3.32923 2.80462 2.71834 1.96415 2.93904 7.40172 4.25585 5.04208 2.72711 7.51169 2.53855 1.77958 2.01308 1.81471 2.86174 2.72421 4.09332 1.74109 1.69716 1.94563 2.65359 2.3137 1.6812 2.12177 2.27901 1.86327
threshold=0.59897907245000015 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.47721625100000004 0.52453519355000011 37.784765830350004 0.37286308795000006 0.37668033890000002 0.50339810185000011 0.36239932935000002 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.34512439750000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 41.385032804600009 37.198331469900005 35.050303764500008 0.54386096225000014 36.491284729650012 42.599563320500003 0.55769288345000012 43.077238082650005 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 6 15 -5 -7 10 -10 11 -9 13 -11 -14 -1 -17 -18 19 20 -19 -8 23 24 -4 -25 -24 28 -28 -29
right_child=-2 2 22 4 -6 7 21 8 9 12 -12 -13 14 -15 -16 16 17 18 -20 -21 -22 -23 26 25 -26 -27 27 29 -30 -31
leaf_value=0.00030695663045053612 -0.02209119710151411 -0.031682279645137777 0.023538224739985267 0.019623835153975793 -0.023368652998028382 0.0081220290677839931 0.0060934302338423001 0.0033926851195679093 -0.026523838418406255 0.0078168242013326172 0.01635927803164567 -0.020657578728296901 0.01814312051850725 -0.025637622030112776 -0.00086712513890070729 -0.027802233123404511 0.010733493793609477 -0.024817035115420383 -0.039794130109037901 0.014205372483495375 0.0065659145144809665 -0.026649939357605699 0.0022564875952919795 -0.029908189421194119 -0.007445814053020099 -0.0046914388215743754 -0.019835904916273423 -0.025943696838685106 0.0033048394849908573 -0.003561502020858553
leaf_weight=51.394370655529201 2.9121444481424978 2.9671755293384185 1.8623537868261317 2.7567189987748844 3.3983724908903241 34.691903486847878 1.5591421872377398 139.0781798735261 5.5455973092466584 7.8796602711081523 11.745222318917511 4.2940348684787741 6.3919508606195432 5.4085003100335598 7.0684257969260216 2.1166696257423636 2.8299092585220924 4.6267492463812179 1.2671653181314475 2.6442592069506654 3.4795633852481842 1.5449411924928425 94.919855608604848 2.9412003043107688 4.5424612853676081 4.2525617210194468 2.3698613718152108 3.3946764273568979 14.335693973116575 3.7303170096129179
leaf_count=573 649 49 5 21 190 127 17 649 51 37 56 31 19 33 38 48 60 113 12 13 56 32 572 55 83 52 20 82 149 142
internal_value=0.000970817 0.00112519 -0.000938618 -0.0123501 -0.00615498 0.00215244 0.00382632 0.00334411 0.00245967 -0.00353987 0.00370872 0.00267237 0.00122525 -0.00579969 0.0081603 -0.0017194 -0.00785838 -0.0050152 -0.00872367 -0.0050614 -0.0113462 -0.0102034 0.000115572 -0.00719946 0.00156354 -0.0150014 0.000953246 -0.00423772 2.20778e-05 -0.0142254
internal_weight=437.95 435.037 144.575 12.2264 9.25917 290.462 5.8608 222.103 187.412 32.2941 155.117 143.372 26.7485 13.2882 13.4604 68.3587 16.9643 14.8476 12.0177 10.7506 8.10631 3.10408 132.349 13.5986 6.40482 7.19376 118.75 23.8305 16.7056 7.12499
internal_count=4034 3385 1469 309 260 1916 70 1041 914 178 736 680 127 70 57 875 302 254 194 182 169 49 1160 195 88 107 965 393 169 224
is_linear=0
shrinkage=0.0218597


Tree=210
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 0 1 1 2 0 0 2 1 0 0 2 2 2 2 2 1 2 2 2 2 0 2 2 0
split_gain=2.88751 2.09739 3.3058 2.45945 2.28511 1.63515 2.13179 1.85712 3.50055 3.08005 3.00601 2.55275 2.54226 2.63374 2.51053 2.71472 8.01235 2.58027 2.56309 2.87825 2.45015 2.79622 2.25509 2.41513 3.47297 2.44919 4.37859 2.23949 2.09598 1.99908
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 42.779078631750004 0.42314601355000009 0.35471991855000007 0.34584293880000011 39.577821550850011 0.48447651265000008 0.46898296455000005 42.67709657435001 0.34608245260000009 0.48637765340000011 0.48306936920000004 41.319407281650008 40.159267750750011 40.563919884450009 40.94178426300001 41.806790701050012 0.34739977845000009 41.919251152600005 42.686561923500008 42.522337019050006 42.434124620650003 0.48098859315000003 40.280372415600006 35.879804895950009 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 8 9 11 29 28 13 -10 15 17 -17 -11 -19 -20 27 -22 -21 24 25 26 -24 -15 -8 -9
right_child=1 2 3 4 -6 -7 7 10 12 14 -12 -13 -14 20 -16 16 -18 18 19 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013343760345101 -0.018929924993561845 0.023128233085174116 -0.023698359032380378 0.026413543593598189 -0.0067428580884470466 -0.0012187135452915647 0.009134303803842456 -0.0057992836780216975 -0.005436444011949774 -0.010189634418504874 0.00081563983524788057 0.012519139832892198 0.017914525368925342 0.00099257827615934868 0.01081567688194226 0.0048115018490327505 -0.031004659913033489 0.0090625685209131078 -0.013982773321283731 0.0038660539815039982 -0.0097367911551372675 0.011118105819281252 -0.022613963831760227 0.0094043526305037147 -0.027576376658684544 0.01077020975367596 0.0072246505834232793 0.016622417698646575 -0.007364155525307477 -0.034781040413266559
leaf_weight=3.1381887146271756 3.9556318717077357 1.3543450320139525 2.2010794472880661 0.8607758693397044 3.3923438717611134 88.220211055595428 4.853943198919298 2.1308672782033677 5.6288141012191799 7.0452894903719416 181.38346709869802 13.594286847859619 7.0244175791740409 4.0811953730881241 6.4848091155290595 4.7603451609611493 3.6410270631313324 11.739205025136469 4.6550181098282328 30.446154583245516 4.3310018479824048 4.166430875658989 3.6928393114358169 3.1540707647800437 2.4884865321218959 2.8116295151412487 2.9000157341361046 11.733134292066095 5.3429898768663406 1.2456788704730568
leaf_count=261 433 11 80 6 403 1009 23 54 28 33 1044 48 55 29 27 17 26 42 33 111 23 18 53 15 25 17 9 62 27 12
internal_value=0.000732554 -0.00814814 -0.00268633 -0.00810324 -3.24356e-05 0.000980891 0.00156455 0.00170661 0.00324942 0.00159195 0.000499351 0.0073632 0.00807453 0.00576595 -4.61674e-05 -0.000956982 -0.0107107 0.000231778 0.00141816 -0.000371326 0.0083596 0.000488707 0.00102144 -0.00473434 -0.00848398 -0.00343201 -0.00948878 0.0125888 0.00048944 -0.0164913
internal_weight=432.458 11.7642 7.80854 6.4542 4.25312 420.694 332.473 329.335 144.575 107.61 184.76 23.7912 36.965 29.9406 83.8189 77.3341 8.40137 68.9327 61.8874 50.1482 24.3118 8.49743 45.4932 15.047 11.893 9.40448 6.59286 15.8143 10.1969 3.37655
internal_count=4034 933 500 489 409 3101 2092 1831 721 506 1110 98 215 160 408 381 43 338 305 263 132 41 230 119 104 79 62 91 50 66
is_linear=0
shrinkage=0.0181742


Tree=211
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 1 1 0 2 0 0 1 0 0 0 0 2 0 2 2 0 0 0 0 2 1 0 0
split_gain=2.57622 1.91216 4.78189 1.5251 4.31763 2.42828 2.21292 1.47869 3.68986 2.94822 1.92515 3.16175 4.17841 3.38515 2.66936 2.54925 3.54943 3.10168 4.04288 3.93966 2.80595 3.32618 3.1254 2.64354 2.36489 2.68198 6.33662 3.82694 2.16537 2.71084
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.58650938595000024 0.44805544745000009 0.43967246490000006 0.5771833178500001 42.094663496250007 0.54386096225000014 0.54228915300000013 0.40509266190000009 0.55609113500000007 0.48068920095000006 0.48351845755000006 0.4778150355000001 42.753078181500008 0.47769527860000011 47.927946529500012 42.719328117250008 0.37331217625000007 0.48244064550000004 0.5681267027500001 0.54646567465000018 41.827117825850003 0.43287626120000006 0.55832160710000012 0.5654770815500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -6 -7 8 10 -10 24 12 13 15 -13 17 23 19 -19 20 21 -12 -23 -17 25 -1 27 -27 -16 -30
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 11 14 -14 -15 28 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0020048971179603293 -0.019602876974147622 0.038691545578559819 -0.018354275307198548 0.010430319258123825 -0.021638082406683561 0.024499586342227809 -0.019002009332257527 0.0064523370018675303 -0.024565434249321401 0.0085250220469596776 0.0042115691862495697 -0.023991474713000154 0.016169989829271234 -0.022228662887114607 0.013005963326800152 0.0023949028207558079 -0.00053722683778006171 -0.027886191817603628 -0.0039645470659466662 0.021366505652828976 0.003664857689732555 0.015994326338908668 -0.013824097359505877 0.017044469514443016 0.012476203516458798 -0.0047424848428110761 0.019071917104891131 -0.02584301090887578 -0.025944540320561215 0.0013188203760071771
leaf_weight=240.8172392193228 3.5372407014947376 0.75282704830169711 1.332393293501809 5.3449868210591367 4.3326802183873943 0.84460050798952557 0.70013629738241434 15.250847429037092 3.2644696566276243 1.207411733921617 6.4034995087422457 3.3138181352987868 4.9442362934350959 2.368289014324545 1.7734595872461794 8.4718496054410952 44.288032114505768 3.5605724509805423 6.5994715467095375 2.3953571766614905 14.11273619532585 1.2549079954624165 13.856482082977889 7.6949638202786437 6.5881133573129764 11.507006993517281 2.9494179338216773 3.7245175503194323 2.085891954600811 2.7919174511916935
leaf_count=1461 479 1 277 27 123 5 48 88 54 28 69 47 13 124 9 34 350 42 37 5 54 11 316 58 41 114 7 38 30 44
internal_value=0.000665025 -0.0115016 0.00224098 0.000826953 0.00070389 -0.014694 0.00478293 0.000923964 0.000711039 -0.015631 0.000897704 -0.000944937 -0.000104431 -0.000829297 -0.0107248 -0.000362794 0.00211154 -0.00346733 -0.0123479 -0.00109438 -0.0026045 -0.00671689 -0.0113479 0.0093677 0.00177131 0.00149901 -0.00520179 -0.00990213 -0.00411499 -0.0103398
internal_weight=428.069 5.62246 2.08522 422.447 417.102 5.87742 1.54474 411.225 395.974 4.47188 391.502 125.915 115.95 111.006 9.96509 108.638 60.4548 48.183 10.16 38.023 35.6276 21.5149 15.1114 16.1668 265.586 258.998 18.1809 15.2315 6.65127 4.87781
internal_count=4034 757 278 3277 3250 176 53 3074 2986 82 2904 1243 1113 1100 130 976 442 534 79 455 450 396 327 92 1661 1620 159 152 83 74
is_linear=0
shrinkage=0.0180931


Tree=212
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 0 1 1 1 0 1 0 2 0 2 1 0 0 0 0 0 0 2 2 1 1 0 0 0
split_gain=2.43021 1.86573 2.73264 2.05588 1.92985 3.26394 1.46045 2.64453 1.58934 3.89519 2.07112 4.11123 5.63327 2.44085 2.38931 2.351 1.92108 2.5202 2.2259 3.56495 3.63662 3.54982 2.31869 1.90712 2.97058 2.03955 3.83337 3.11236 3.82514 2.90162
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 42.536568606950006 42.402981339000007 0.42569084760000003 0.31135295350000008 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.3782970569500001 0.50889194935000015 43.89540535710001 0.53158588065000012 47.709122305950011 0.38906020780000011 0.52005927965000021 0.53544804050000006 0.52432561900000019 0.52688542260000015 0.5223196910500002 0.52889135055000014 34.19870408380001 34.883496062400006 0.35862698720000002 0.34829795515000012 0.49053920540000012 0.48637765340000011 0.50086823750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 7 -1 9 23 11 12 -10 16 -15 -16 17 -12 19 21 -21 -18 -22 -8 -25 26 27 28 -26 -27
right_child=1 2 3 4 -6 -7 8 -9 10 -11 13 -13 -14 14 15 -17 18 -19 -20 20 22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.001289873844027608 -0.020509218929482737 0.023348061764291377 -0.025008533300897508 -0.020798222245741332 -0.020052109175493136 0.025211125269114867 -0.013097962492084217 -0.021625528133589637 0.0075170997367853438 0.017795786635470913 -0.00051701746652989516 -0.03029244306633979 -0.023863693377270633 -0.024280008549210086 -0.02162067070208 0.0024074780452496437 -0.0099174699074433027 0.012867131806091971 0.0017090190102706029 -0.025698234455396207 0.0050581815753793146 0.0091997567907378189 -0.010670105419881322 0.017942021254100764 0.0010936414265794309 -0.00041992922667461136 0.011116757360476799 -0.013287644942932584 0.012948878584480411 -0.018520923776269908
leaf_weight=16.032584140077237 3.4785621291957778 1.2716500973328946 1.9705516812391577 0.91787597863003689 1.2983255793806163 1.7378989714197812 3.2688918090425423 2.9494308482389888 7.1255565509200078 6.1521389931440345 10.537603415548803 2.545032672584056 3.2424805760383606 2.7899155546911052 2.0810253079980594 6.672270905226469 5.7125210780650404 11.419892765581606 98.296268412843347 4.2729794047772911 5.5880407169461277 11.206582129001616 10.534969586879013 4.5074149779975405 140.03947991877794 18.008010782301429 17.864349281415343 5.3780581504106513 11.470579318702219 4.2674005702137938
leaf_count=226 433 11 80 128 272 9 35 209 27 30 41 75 41 155 102 73 36 33 542 85 57 43 121 22 789 156 105 28 46 24
internal_value=0.000656466 -0.0086411 -0.00290427 -0.00853899 -0.000331293 0.0093096 0.000897386 -0.00444963 0.00115566 0.0023216 -0.000195593 -0.00781451 -0.00229687 0.000386173 -0.00837453 -0.00330502 0.00102797 0.00644396 0.000151037 -0.00395303 -0.00950932 0.00274507 -0.00521887 0.00185677 0.00209933 0.0017369 0.00245385 0.00146743 0.00199118 -0.00388762
internal_weight=422.638 10.6749 7.1963 5.92465 3.9541 2.65577 411.963 18.982 392.981 210.956 182.025 12.9131 10.368 169.112 11.5432 8.7533 157.569 21.9575 135.611 37.3151 20.396 16.9191 16.123 204.804 201.535 197.028 174.752 156.888 151.51 22.2754
internal_count=4034 933 500 489 409 137 3101 435 2666 1235 1431 143 68 1288 330 175 958 74 884 342 263 79 178 1205 1170 1148 968 863 835 180
is_linear=0
shrinkage=0.0197371


Tree=213
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 1 1 1 1 2 2 2 2 0 0 2 1 1 0 0 2 2 2 1 1 2 2 2
split_gain=8.94121 9.08921 5.39807 6.79892 3.49615 3.34901 3.49113 3.30896 3.84999 4.7142 4.22932 3.27492 3.87529 3.16176 3.45437 2.72321 3.32512 2.60043 2.54488 5.31271 5.70157 2.51447 2.46784 2.39394 5.1912 2.37124 5.86409 2.38521 2.15832 2.03207
threshold=0.39091643965000006 0.47721625100000004 0.53475943835000017 0.57537199485000012 43.89540535710001 41.827117825850003 42.094663496250007 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 44.952171034750002 35.171584490050009 41.243661560350013 40.844669808050007 0.54228915300000013 0.56719858685000013 38.064633603500006 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.45350438610000005 36.728658719300007 44.421469061800003 47.927946529500012 0.43401395170000007 0.42114008565000011 39.458743938000005 48.96897326980001 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 18 4 5 13 -7 8 9 10 11 12 -1 14 15 -4 25 -10 19 20 -2 -9 -20 -3 -25 26 -17 -27 -13 -24
right_child=2 23 3 -5 -6 6 -8 21 17 -11 -12 28 -14 -15 -16 16 -18 -19 22 -21 -22 -23 29 24 -26 27 -28 -29 -30 -31
leaf_value=0.0031685625980421672 -0.004898010457161108 0.0012142575493855601 0.0011560839649144301 -0.0025698050288309958 -0.0025037742605192839 0.0036648213740960922 0.00070123687095812761 -0.0046001549689489883 0.0033393329019686547 -0.0040693062717683942 0.002266021514379506 0.0015119641020794564 -0.0047224443858143719 -0.0025460838667657306 0.00231452645916492 -0.00056061073368079885 0.0011347221003655051 0.00019339449413048802 0.0011899123778941849 0.0024419885377763525 0.0035931747944007524 -0.0010748390185116967 -0.0045617109243771626 -0.0040725588789188288 0.0019684217194522852 0.0012567165434934594 -0.0055885732528395699 -0.0021522031656741767 -0.0016863001794505999 0.00062421390698781155
leaf_weight=1.2442020932212532 5.6501600276678818 245.08797885477543 18.437594693154097 15.708779935725032 7.0199493765830985 9.0755359679460543 22.914891745895147 3.8641769872047034 8.4157227938994783 5.4207182675600043 9.4741140697151405 7.9601857848465425 5.5944781787693501 7.2966497614979735 11.163678690791128 9.9377342835068756 11.494767744094132 8.7807518523186427 1.7523612920194853 5.033040389418602 1.6771953180432317 23.029024746268988 10.48927032202482 4.3909605368971807 4.9480315968394279 7.8998858928680402 6.1359985359013072 5.8372419774532318 6.0916891247034073 1.4007561020553101
leaf_count=17 98 989 66 933 149 23 108 140 33 96 46 46 195 46 37 64 57 39 18 19 5 232 279 50 17 43 74 38 31 46
internal_value=0.000388634 0.000764057 -0.000401075 -7.14254e-05 0.000263403 0.000439687 0.00154199 -0.000426059 0.000160373 -0.000595332 2.48435e-05 -0.000991557 -0.00328679 -1.12293e-05 0.000249619 -0.000136232 -0.000713083 0.00173297 -0.0020862 -0.000757052 -0.00295442 -0.00158138 -0.00329044 0.00113768 -0.000871896 -0.00142558 -0.00247999 -0.000191817 0.000125471 -0.00395076
internal_weight=493.228 334.302 158.925 132.923 117.214 110.194 31.9904 79.8751 52.9819 35.7854 30.3647 20.8906 6.83868 78.2036 70.9069 59.7432 41.3056 17.1965 26.0028 12.3604 7.32736 26.8932 13.6424 254.427 9.33899 29.8109 16.0737 13.7371 14.0519 11.89
internal_count=4034 1931 2103 1638 705 556 131 875 503 431 335 289 212 425 379 342 276 72 465 122 103 372 343 1056 67 219 138 81 77 325
is_linear=0
shrinkage=0.00404408


Tree=214
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 0 1 2 2 1 0 2 0 2 1 0 1 1 1 2 1 0 2 1 0 2 2 1
split_gain=2.26181 1.71866 2.35136 1.83996 1.87864 1.33388 3.08292 1.28418 2.47498 1.61938 1.87793 1.58706 3.39532 1.9549 2.22446 1.8016 1.70639 1.53377 1.93917 7.1347 2.76336 2.69633 1.48837 1.46565 3.48681 1.71681 2.40487 5.60162 4.13726 2.83457
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.46112391845000006 0.59734738480000016 0.59897907245000015 0.42569084760000003 0.31135295350000008 32.724174661450007 35.419594101850009 0.35862698720000002 0.49787431515000008 38.400997490450003 0.4778150355000001 38.969453495950006 0.36042334060000009 0.56719858685000013 0.43837010870000009 0.44805544745000009 0.45368402140000008 39.184300550350009 0.3055746834000001 0.56395018115000017 42.283941020600004 0.46280051495000007 0.55832160710000012 38.903925214650009 40.844669808050007 0.43401395170000007
decision_type=2 2 2 2 2 2 2 2 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 22 -9 -11 12 13 14 -12 -15 -13 23 -19 -20 -21 -22 -1 25 -25 26 29 -28 -29 -18
right_child=1 2 3 4 5 6 -8 9 -10 10 11 16 -14 15 -16 -17 17 18 19 20 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.020352035383024707 -0.020404087805603006 0.02162591037559964 -0.025710715761034151 0.027078204369577169 -0.021436020454728814 0.032629266964662389 -0.019800137274342336 -0.010701207744052497 -0.021436988414223292 0.0071748658362463403 0.0018941032880289321 -0.01302836465616815 0.014905028828287984 -0.013064019867102959 0.019442882390440955 0.0014420189097984132 -0.00066272912288508029 0.015390180473844812 -0.029238457185312559 0.015698922322886007 0.015105300520623191 -0.023375570218530848 0.00067433180089940313 -0.026073736002128447 0.007296096761891936 0.012996669343696013 0.019717001337701819 -0.037771757599273384 -0.0069971812396789944 0.010580950177938772
leaf_weight=1.4341016192920566 3.2306432663463038 1.2358774468302725 1.6721172360703347 0.74678417993709478 1.4705958780832591 0.79698478896170832 0.95895981043577194 4.4447859441861501 2.7436293401988214 19.752953583374619 6.3999063707888109 3.9962247665971509 7.9210392385721198 3.3972806558012953 4.9880432039499283 151.30021243356168 144.78042479930446 5.3755526626482633 2.3987332545220843 6.7014778405427915 1.21346434019506 1.6919841617345808 14.683817900717257 2.7233913056552401 2.1943186251446605 3.7005243310704818 1.910222265869377 2.6598408669233322 4.6752781448885798 9.2579802949912828
leaf_count=125 433 11 58 5 94 5 327 40 209 108 31 65 49 20 23 841 1095 31 35 19 8 68 101 41 15 17 11 21 43 85
internal_value=0.000653237 -0.00855099 -0.0029862 -0.00837419 -0.00107836 -0.0075952 0.00399642 0.000880053 -0.00414071 0.00112195 0.00125773 0.000939501 0.0023043 0.00170334 0.00958066 0.00112345 -0.000289205 -2.02511e-05 0.00555658 0.00115357 0.00874209 -0.00730398 -0.0011965 -0.000584131 -0.0111839 -0.000271967 -0.000572676 -0.0103313 -0.0181566 1.30359e-05
internal_weight=420.457 10.112 6.88132 5.64544 3.97332 3.22654 1.75594 410.345 18.8615 391.484 387.039 367.286 174.006 166.085 11.3879 154.697 193.279 189.283 17.3812 12.0057 9.60693 2.90545 16.1179 171.902 4.91771 166.984 163.284 9.24534 7.33512 154.038
internal_count=4034 933 500 489 431 426 332 3101 435 2666 2626 2518 964 915 54 861 1554 1489 161 130 95 76 226 1328 56 1272 1255 75 64 1180
is_linear=0
shrinkage=0.0196999


Tree=215
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 1 0 0 0 0 1 1 0 0 1 0 0 1 2 1 1 0 2 0 0 2 2 0
split_gain=2.08849 1.56087 3.16336 1.20463 1.59494 5.27134 1.86027 2.55848 1.60145 1.5415 1.51732 2.86977 2.87198 1.44565 4.57878 6.08501 3.67771 1.70678 2.59948 3.163 3.28784 3.16981 2.9378 3.40205 3.82122 2.01308 2.01937 1.76967 2.31218 1.68247
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.57944372925000021 0.46280051495000007 0.45368402140000008 0.44805544745000009 0.43967246490000006 0.56341127510000011 0.57537199485000012 0.57152480465000022 0.54646567465000018 0.43401395170000007 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.41988263825000011 0.5398790455000001 0.53833717555000005 0.39091643965000006 48.86568841230001 0.39382054430000007 0.39587138110000003 0.53475943835000017 36.728658719300007 0.47883296910000012 0.4784437592000001 44.262924377150007 47.927946529500012 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 10 -8 -9 11 12 13 16 15 -15 17 18 19 25 21 -21 -23 24 -24 26 -1 29 -29 -27
right_child=1 2 -4 -5 -6 -7 8 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00021804715603657677 -0.021886880902580362 0.034502796704205342 -0.020526107274040396 -0.011578359544704727 0.012557989280724971 -0.023817513630767239 -0.0006762622872335841 -0.025965499220129643 0.013654912684161984 0.0013194426684382896 0.012434570807441946 -0.0056199369975152777 0.020800679372568381 -0.022421916659798445 -0.025305403226490376 0.021803808179969766 0.015643018685676562 -0.0063316929685622528 0.010285029504996619 -0.023578144757469117 0.023070926986295801 0.0070234135926312297 0.013210777881805479 0.0022768070013671443 -0.022648919049509407 0.0099001417925550662 -0.0138188350266727 -0.021118272700698982 0.0037477860647227327 0.0025386745755295002
leaf_weight=90.425277471193112 2.9390230253338805 0.73261183500289906 1.0402670425828544 3.228888484183698 4.7412788495421401 3.5698437718674532 5.1291723884642115 2.3610189370810981 8.5694339917972666 1.3331976565532384 4.5921953441575161 27.394366607069969 3.0485768765211096 2.094105320516972 3.4537466689944267 3.2939610164612532 7.1382935494184485 12.816343881189821 12.50248673558235 4.168540505692369 1.5481103621423233 6.6185411959886578 1.4516654498875121 6.3807119950652114 7.756764673627913 13.858866982161997 4.7270545177161685 2.9014761168509713 3.2764615379273891 163.49468458071351
leaf_count=992 479 1 277 149 16 116 22 41 30 19 39 259 45 50 22 9 20 66 40 91 12 30 16 29 239 57 31 36 14 787
internal_value=0.000609788 -0.0128189 0.00221364 0.000763415 0.000860932 0.000723625 0.000942462 0.000682176 0.00828889 -0.0161187 0.000844253 0.000703577 0.00119717 0.00102539 -0.00707224 0.00461521 0.00123655 0.000926732 0.00121825 0.000848536 -0.00566038 -0.00734672 -0.00429997 -0.00910743 -0.0169958 0.00150073 -0.000893718 0.00274214 -0.00793059 0.00311392
internal_weight=416.587 4.7119 1.77288 411.875 408.646 403.905 400.335 386.636 13.6986 3.69422 382.942 378.35 350.956 347.907 8.84181 5.38807 339.065 331.927 319.111 306.608 27.9243 26.3762 22.2077 15.5891 9.20843 278.684 95.1523 183.531 6.17794 177.354
internal_count=4034 757 278 3277 3128 3112 2996 2944 52 60 2884 2845 2586 2541 81 59 2460 2440 2374 2334 417 405 314 284 255 1917 1023 894 50 844
is_linear=0
shrinkage=0.0202855


Tree=216
num_leaves=31
num_cat=0
split_feature=0 2 2 2 1 0 0 0 0 1 1 2 0 1 2 2 0 1 0 2 0 0 2 2 0 2 0 0 2 1
split_gain=4.1028 2.64277 3.03153 3.06659 2.81532 2.55799 2.41508 4.46455 2.4225 3.01108 3.392 2.90681 2.77887 3.79002 3.19013 2.36518 2.32355 2.28244 3.51156 2.20398 4.49887 4.81401 3.87411 3.38892 2.91884 2.67308 2.56052 6.02835 4.55115 4.17566
threshold=0.5718990449500001 40.00488309970001 42.536568606950006 42.522337019050006 0.4603604682500001 0.57152480465000022 0.5231430197000001 0.47883296910000012 0.53475943835000017 0.39587138110000003 0.39408999735000005 36.728658719300007 0.54499865270000014 0.4349121284000001 40.636252116050009 48.96897326980001 0.54228915300000013 0.41988263825000011 0.53928026105000015 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 0.42018203045000008 48.96897326980001 0.45798030000000006 0.47396784530000008 42.719328117250008 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 19 9 10 -8 -11 14 -14 16 -13 -10 18 -16 23 21 22 26 24 -1 -24 -21 -28 29 -29
right_child=1 2 -4 -5 -6 -7 8 -9 12 11 -12 15 13 -15 17 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0052670805997317854 -0.0054474222187453573 0.001346418381215062 -0.0053201933820877572 0.010378791511604772 -0.0054586039918472218 0.0046106793745781935 -0.0014793337375822023 0.0010854440119758232 0.0006498249589698957 0.0030456157373974606 0.0033806992906554537 -0.0057095622336941149 -0.0020115830083401853 0.00057259840759086005 0.0028248891816665127 0.0018439959876605308 -0.0031517676547981126 0.0041238723648456292 -0.0023565194707990088 -0.0043132530532256665 -0.0065616710192733145 0.0062361199513237073 0.003243632379509892 0.0048323142073743918 0.00035934539881841071 -0.001153933343844658 0.004889198881444139 -0.0037101258767122721 -0.0059276038223422646 0.0041610073389674925
leaf_weight=2.5214981348253778 4.6344095552340177 6.3643449526280129 3.0675319703295818 0.75577783584594804 2.1051910342648625 3.7133135460317126 15.36109496466816 189.54144960828125 15.825954582542183 1.4622226059436787 4.9379595518112174 8.0177535018883628 26.32748394459486 33.633406684733927 9.8357387743890303 1.2463125316426147 5.6867384016513816 10.584488414227961 5.2043033540248862 9.5002983622252959 3.567669238895177 2.5227775424718848 7.3608654290437681 4.2339735245332113 49.455047273077071 7.0333632826805115 3.5595238860696581 3.5656726919114572 5.8634426202625036 3.4511945731937885
leaf_count=220 393 38 345 1 200 16 131 929 62 13 17 221 236 232 35 40 30 37 28 258 40 5 20 16 259 34 24 35 104 15
internal_value=0.000298976 -0.00216478 -0.000927217 0.000533502 -0.000345041 0.000395066 0.000358687 0.000621441 -0.000197124 -0.00145226 -0.000297079 -0.00363838 0.000166476 -0.000562058 0.00109321 -0.00469337 -0.000355101 0.00230911 0.00103197 -0.000235455 -0.00105798 -0.000599819 -0.00102738 0.000443874 8.63949e-05 0.00109488 -0.00220503 -0.000986725 -0.00261056 0.000161233
internal_weight=450.941 16.9273 12.2928 9.22531 8.46954 434.014 430.3 292.177 138.123 31.0253 20.2991 10.7263 107.098 59.9609 47.1372 9.26407 21.5127 25.6245 15.04 102.635 46.4248 42.8571 40.3344 56.2105 51.9765 14.3942 25.9401 16.4398 12.8803 7.01687
internal_count=4034 977 584 239 238 3057 3041 1959 1082 422 148 274 660 468 192 261 92 100 63 1030 535 495 490 495 479 54 436 178 154 50
is_linear=0
shrinkage=0.00510104


Tree=217
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 2 2 2 1 1 1 1 1 2 2 1 1 1 0 2 2 0 2 2 0 1 2 2 2
split_gain=6.31827 3.76461 6.18268 5.81508 3.05406 7.29249 3.58029 3.02404 3.82523 2.89551 2.84416 3.0483 4.1859 3.59516 2.78278 4.47551 2.60882 4.78919 2.68495 4.56052 3.45212 5.99661 4.5603 3.19597 4.42194 2.64645 2.42365 2.27814 2.04093 2.43507
threshold=0.57944372925000021 0.39091643965000006 0.47721625100000004 0.53043322055000008 0.39408999735000005 0.39587138110000003 36.728658719300007 37.198331469900005 35.050303764500008 0.40667944075000007 0.34452561300000012 0.33750486510000005 0.32388251845000005 0.31761025120000003 44.952171034750002 35.171584490050009 0.45368402140000008 0.46280051495000007 0.44805544745000009 0.54646567465000018 40.00488309970001 41.243661560350013 0.56719858685000013 41.827117825850003 42.094663496250007 0.55257327625000008 0.44670818240000004 39.577821550850011 41.770271989050009 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 10 4 -3 -6 -7 8 9 -5 11 12 13 14 15 -1 18 -18 19 -9 25 22 -22 -23 -25 -21 -10 -12 -29 -30
right_child=-2 3 -4 7 5 6 -8 16 26 -11 27 -13 -14 -15 -16 -17 17 -19 -20 20 21 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0034327361146785145 -0.0025835329283924059 -0.0045195456204838768 0.00086755251891249409 0.0031444641180055841 0.0024661797039264295 0.0022990199634122807 -0.0041969640305328394 0.00097195789664094191 -0.0055951526412241232 -0.0019965472163155579 -0.0049975636628164372 0.001508048201968207 -0.0037053391595867156 0.0020679336652057131 0.00013268428716365699 -0.0044937720418317889 -0.0045967924426966785 0.00083207911827047414 0.0020216200253569726 0.00086563894653167352 -0.00093234162840086633 -0.0054550628514265197 0.0038118441618881448 0.0026612780751850773 -0.0022189179134649841 -0.0048007338346675787 -0.00015495559832889275 0.00038145294827976765 -0.0047688300855826694 -0.0010660150286428711
leaf_weight=1.2964169923216164 10.975527911446987 5.4302507992833879 245.55777140520513 2.9208573102951032 5.1712990663945666 1.4632408116012792 7.8737510209903121 52.570322124287486 3.95949961617589 3.5054100193083286 2.3463611868210164 16.22494266461581 5.0476253181695929 8.9535539243370277 13.798355601727961 5.1563533460721374 4.2377371843904239 5.3425948619842529 14.675216389819978 1.6089935153722752 5.0978661775589007 2.7665478140115765 6.9829950556159019 3.6237902194261542 10.594969586469231 4.7010139301419258 1.7033155513927338 8.8749781576916593 3.3918252624571315 10.830272291786967
leaf_count=17 879 98 1056 8 19 14 276 227 46 47 68 72 96 46 77 195 104 31 46 13 27 24 21 11 128 64 20 90 49 165
internal_value=0.000276423 0.000343825 0.000573485 -0.000168073 -0.00207993 -0.00116681 -0.00317895 0.000138623 -0.00167359 0.000340137 -0.000377646 0.000146398 -0.0004986 5.56404e-05 -0.000834047 -0.00290127 0.000333878 -0.00156931 0.000511552 0.000259574 -0.000799055 -0.000243995 0.0018099 -0.00170483 -0.000975152 -0.00335586 -0.0039588 -0.0014173 -0.00105359 -0.0019491
internal_weight=476.684 465.708 321.478 144.23 19.9385 14.5083 9.33699 124.291 12.0891 6.42627 75.9207 50.4772 34.2523 29.2047 20.2511 6.45277 112.202 9.58033 102.622 87.9465 35.3762 29.0662 12.0809 16.9853 14.2188 6.31001 5.66282 25.4434 23.0971 14.2221
internal_count=4034 3155 1931 1224 407 309 290 817 121 55 875 503 431 335 289 212 696 135 561 515 288 211 48 163 139 77 66 372 304 214
is_linear=0
shrinkage=0.00381357


Tree=218
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 0 0 2 2 0 0 0 0 0 2 2 2 1 1 2 2 0 0 0 0 0 1 0 1
split_gain=2.03719 1.42794 2.89719 1.20054 3.54733 3.90738 2.34587 3.00575 1.96681 2.15981 3.53306 1.71708 2.63095 4.49245 2.77546 1.97637 2.95279 4.42233 2.83758 1.74283 1.23187 1.4048 4.77758 3.27739 4.57432 3.19131 4.11158 1.57586 2.95393 2.80289
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 49.122847560300009 0.39672464895000009 0.48119816770000007 0.55677973715000018 0.55832160710000012 48.778770352700008 43.832725745850006 0.42018203045000008 0.54386096225000014 0.53866650695000018 0.50706565670000014 0.50339810185000011 47.927946529500012 45.048573272350005 44.756878345700009 0.34524415440000006 0.34575312120000007 43.384297312450009 42.779078631750004 0.47997065955000012 0.4815274992000001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.35471991855000007 0.48597347385000006 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 -5 -6 -7 -8 9 10 -1 12 13 14 15 16 17 18 -11 -20 21 27 -23 -24 -25 -26 -27 29 -29 -12
right_child=1 2 -4 4 5 6 7 -9 -10 11 20 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.020219525687076637 -0.021005480211082408 0.031715744607976062 -0.019777119247377111 -0.029315322818702531 0.015955602027195474 -0.024349066614553529 0.034542050119209813 -0.020555970261200322 0.0094941564544208743 -0.02737608627614042 0.0013741333202901722 -0.022526077517675165 0.012883999941867955 -0.02465165992126887 0.022147975301824666 0.014292419653441192 -0.021274732875100302 0.023548962379367027 0.01070350788675461 -0.011076428313272723 0.0072457101247887191 -0.023097726006875482 0.013582070246567244 -0.014876973779263445 0.018340312706841253 -0.030531326813530706 0.0066732312091564204 -0.015659221322712909 0.00059093069432394917 0.0077834541496071457
leaf_weight=2.9536195817636317 2.8158732703886917 0.71482890844345082 1.0064897206611929 1.9943376332521419 3.2825219184160233 2.5190988280810416 0.74273639917373635 0.77284542378038168 9.9607413755729777 2.1072376826778179 105.74400745891035 1.9151832130737592 3.324389871209859 3.9502060678787521 1.7054024394601572 1.9527595937252034 3.8485218854621044 2.1752819996327162 2.6668010912835598 2.9713816810399294 12.685700946487485 3.9596022861078408 5.3413958624005344 7.9388971514999893 4.066061423160134 1.6318526081740854 3.7415758054703474 4.384087221696972 178.68566792178899 34.654080808162689
leaf_count=301 479 1 277 15 11 84 1 50 35 47 510 99 14 156 9 5 109 19 11 37 82 90 18 47 18 23 32 72 1165 217
internal_value=0.000607102 -0.0124268 0.00160683 0.000750752 -0.00619218 0.000110146 -0.0127813 0.00644574 0.000911426 0.000693563 0.00108498 -0.00468551 -0.00330231 -0.00581941 -0.00155077 -0.00412143 -0.00673289 -0.0010917 -0.00801197 -0.000774748 0.00125841 0.00104149 -0.00327214 0.000183059 -0.00393524 0.00526709 -0.00462539 0.00139728 0.000201778 0.00295613
internal_weight=416.213 4.53719 1.72132 411.676 9.31154 7.3172 4.03468 1.51558 402.364 392.404 365.787 26.6172 24.702 21.3776 17.4274 15.722 13.7692 9.9207 7.74542 5.63818 362.833 350.147 26.6794 22.7198 17.3784 9.43949 5.37343 323.468 183.07 140.398
internal_count=4034 757 278 3277 161 146 135 51 3116 3081 2575 506 407 393 237 228 223 114 95 48 2274 2192 228 138 120 73 55 1964 1237 727
is_linear=0
shrinkage=0.0195584


Tree=219
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 1 1 1 0 0 2 2 0 2 0 0 1 1 0 0 2 2 2 0 1 1 0 1 2 0
split_gain=8.5997 5.24032 8.96802 4.74376 5.16712 4.74379 10.955 4.48448 7.5567 4.08994 5.10822 3.67203 4.66626 4.43671 3.35389 5.07307 3.19465 4.97156 2.9422 3.49466 2.92149 2.82657 3.59342 2.75087 2.67247 4.8862 2.6621 4.56711 3.16053 3.24021
threshold=0.5718990449500001 43.832725745850006 0.42018203045000008 47.709122305950011 49.122847560300009 0.35862698720000002 0.34674111555000003 0.39091643965000006 0.53475943835000017 0.47883296910000012 41.942745071500006 41.827117825850003 0.57152480465000022 42.094663496250007 0.39672464895000009 0.48119816770000007 0.3975479776000001 0.39382054430000007 0.5654770815500002 0.54562737640000014 43.89540535710001 40.00488309970001 42.536568606950006 0.55677973715000018 0.32388251845000005 0.33750486510000005 0.54646567465000018 0.46280051495000007 41.178189531300006 0.56719858685000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 9 16 10 24 12 26 -13 -6 -16 17 -9 19 -15 -7 -2 -23 -17 -4 -26 -10 28 29 -28
right_child=21 3 7 4 14 20 -8 8 11 -11 -12 13 -14 18 15 23 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0035682394767816402 -0.0036598861013321777 -0.0019358562931257798 0.0024908829723999126 0.0015526218593731643 -0.0053313714619750169 -0.00010168243829558711 0.0047176195057440145 -0.0038905076038243326 0.00047421229067478638 0.0010412375867037383 -0.0014159141416279133 0.0034004579639306254 0.0033645051156216518 0.0011869414961106976 0.002709336389204035 -0.004314951192848528 -0.0038639435399638478 0.00027696815163940226 0.0025713947759316161 -0.0020951322907064793 -0.0038434093062551474 6.5805284135809171e-05 -0.0035410401193239991 0.0012560688356904753 -0.0032711534471088432 0.00064177724800377621 -0.0016365378739567364 0.0018309143699119178 -0.0047988569459857366 0.0011695689645816508
leaf_weight=6.1458393861539653 6.6172531093470779 11.219205416738989 7.6230831220746031 17.020627878606323 2.0798621624708167 3.0912029594182959 3.8082335591316214 4.705080850049856 34.029216885566711 207.46369612589478 18.663647994399071 8.970529183745386 4.4622393846511832 8.5880277454853076 3.3410440087318403 3.5080169960856438 6.134491551667451 10.925246376544235 5.9699993878602973 6.5854127407073966 10.681962152943013 10.682067487388847 4.5147672668099394 1.4348298944532869 3.9718033596873275 47.697356681339443 21.833066303282983 6.1265426799654952 2.8127754628658286 6.034353829920291
leaf_count=301 393 130 21 61 15 27 10 80 132 832 215 21 14 29 11 84 117 69 21 42 300 239 345 16 42 213 180 23 24 27
internal_value=0.000270091 0.000365673 0.000496093 -0.000606337 0.000403712 -0.00156672 -0.000249741 0.000556633 2.72462e-05 0.000792517 0.000130597 0.000402682 2.60725e-06 0.00140305 -0.00148317 -0.000516987 -0.00179108 -0.000977536 0.000555605 -0.000237509 -0.00300363 -0.00181087 -0.00100574 -0.00269777 0.000617398 0.000340991 -0.000209172 -0.000840987 -0.00137454 -0.00102891
internal_weight=496.741 474.927 418.742 56.185 27.3844 28.8006 15.0274 412.597 127.177 285.42 77.9559 105.412 75.2982 30.114 10.3638 8.28389 21.7648 15.6303 21.1434 15.1734 13.7732 21.8141 15.1968 4.94285 59.2922 51.6692 70.836 36.8067 30.6802 27.8674
internal_count=4034 3057 2403 654 187 467 140 2102 779 1323 491 513 400 113 126 111 266 149 92 71 327 977 584 100 276 255 386 254 231 207
is_linear=0
shrinkage=0.00338955


Tree=220
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 2 2 2 2 2 0 0 1 1 0 2 0 0 2 0 1 2 2 0 1 1 1 2 2
split_gain=6.16358 4.19541 5.46133 4.30756 5.74111 4.97625 4.93397 6.26293 2.75698 2.6121 4.69897 2.82174 3.79754 2.46339 3.80702 4.50771 4.80942 3.54783 3.06813 2.73436 4.09802 5.77198 2.4897 2.4513 3.09109 3.94263 14.6517 2.43406 2.36018 2.48962
threshold=0.57537199485000012 42.779078631750004 0.42018203045000008 0.35862698720000002 0.49336846205000007 0.36359689830000008 42.67709657435001 42.283941020600004 42.434124620650003 43.018222997350009 43.047778594550003 0.50410167360000013 0.4815274992000001 0.34674111555000003 0.34608245260000009 0.48637765340000011 39.577821550850011 0.48351845755000006 0.47396784530000008 40.159267750750011 0.47700667645000011 0.32388251845000005 35.879804895950009 40.563919884450009 0.47754558250000007 0.34515433670000012 0.34479506600000004 0.34584293880000011 43.157831852650006 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 13 -9 11 -11 12 -3 14 15 16 18 19 22 -18 21 -21 -4 -22 -25 26 -26 -8 -12 -30
right_child=-2 9 3 5 -6 -7 27 8 -10 10 28 -13 -14 -15 -16 -17 17 -19 -20 20 23 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0041832223244303805 -0.0022898622800022676 -0.0010381751682238521 0.0025344181566201167 -0.003902093341829861 0.0038433341405685476 0.00032542102914464248 0.00044601892673212009 -0.0051852955534087653 -0.00087997318613353842 0.0040637530123348881 -0.0026929843249839263 0.00087519100910304177 -0.0070337706262389972 -0.0010273600715510027 0.0031485510046286823 0.003879996061681355 -0.001923797836776176 -0.0024537584907851663 0.0033988473359152622 0.0021139233550694823 0.0027274905879467351 -0.0043109105111307023 -0.00089144106938210833 0.0029270961046773511 0.0026489480921776517 0.00099457046671160075 -0.0075676591473020681 0.0042098182004328619 0.0010879203707344798 -0.00057333988407920033
leaf_weight=3.8700070693157604 14.424554588273166 3.8406571075320226 6.5329735800623912 4.6613685004413119 11.655253924429415 183.98305361531675 3.8561615236103508 3.456372343003749 8.1661803126335126 4.1584113389253607 6.4109218288213006 3.1540742600336671 3.1309980228543282 9.7251254897564632 13.057580098509787 7.4463173225522032 7.3862601518630973 7.9491729065775862 13.979098714888094 3.791481174528597 12.018147088587282 5.7385370247066021 7.3718786686658859 7.7716360166668883 4.8845991864800471 22.509232774376869 4.3177685290575027 10.295382179319859 19.917990886606276 56.537157663144171
leaf_count=255 933 42 26 49 51 1012 19 29 54 14 79 22 24 66 51 25 33 40 41 14 35 62 33 21 15 78 28 55 137 691
internal_value=0.00031114 0.000392423 0.000591327 0.000642575 0.00110523 0.00022096 0.000906091 0.000685431 -0.00216031 -0.000353691 -0.000127683 -0.00229609 -0.00373082 0.000931377 0.00108407 0.000842727 0.000625784 0.000101352 0.00206206 0.00039822 0.00067924 -0.00175482 0.000718144 0.00112965 0.000643285 8.35867e-05 -0.0021447 0.00318422 -0.000338019 -0.000140551
internal_weight=475.998 461.574 364.424 360.554 171.909 188.644 160.254 146.102 11.6226 97.1502 87.0245 10.1257 6.97166 134.48 124.755 111.697 104.251 76.3668 27.884 68.4177 61.0314 9.53002 13.9049 51.5014 39.4832 31.7116 9.20237 14.1515 82.8661 76.4551
internal_count=4034 3101 2092 1837 776 1061 725 651 83 1009 921 88 66 568 502 451 426 326 100 286 253 76 59 177 142 121 43 74 907 828
is_linear=0
shrinkage=0.00404071


Tree=221
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 2 1 1 1 0 0 1 2 2 0 2 2 2 0 2 0 0 2 2 2 2 0 0 0 0
split_gain=1.99686 1.31784 2.69552 1.20015 2.38084 1.50767 2.20654 1.82371 2.99862 2.20547 1.52394 2.0592 2.71903 1.46134 6.68874 4.36172 3.43447 3.20082 2.61766 2.38178 1.79374 1.62572 2.11787 2.7825 1.91101 1.82379 2.19774 2.5067 1.69724 3.51715
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 32.051492741500006 0.38052752915000004 35.419594101850009 0.34398670700000006 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.49880243110000005 0.40955360615000008 33.151194885250007 37.038444968100009 0.5296248615500001 36.620308449100001 36.364346611650006 37.828051409500013 0.5231430197000001 38.064633603500006 0.50465554925000011 0.47721625100000004 38.969453495950006 39.952536079750011 40.750688432250008 49.122847560300009 0.55677973715000018 0.55832160710000012 0.4778150355000001 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -5 8 13 -10 -8 -12 -13 14 15 16 20 18 -15 -19 -7 22 -21 -24 -25 28 -27 -28 -23 -30
right_child=1 2 -4 5 -6 7 10 -9 9 -11 11 12 -14 17 -16 -17 -18 19 -20 21 -22 25 23 24 -26 26 27 -29 29 -31
leaf_value=-0.028455153276211592 -0.02061017966284006 0.030125978080659605 -0.01948540120597507 0.017783554425248944 0.0031064609866347979 -0.011875943664560483 -0.0074279947108527849 0.01260237102218722 -0.022518556359139116 0.0070970957885419959 0.0097722774614565563 0.013376753210532437 -0.023473001761946839 0.014921322170058208 -0.028106799240513184 -0.014652469406723902 0.023284579152830255 -0.014997343313422862 -0.00029683048851371189 -0.019272803104570524 0.0071462360003687019 0.0076564194087715568 0.010708121271204508 -0.017900857395661236 -0.0021179996534930936 -0.023722307123885733 0.031829242260905555 -0.020253074136675066 -0.0085858931478485327 0.0015803241615107619
leaf_weight=1.5413553803227835 2.7144500515423706 0.69670140743255593 0.97970687714405358 4.5022735968232181 2.0981257641687989 2.873167336918419 4.2321884413249817 4.6332018654793492 3.5393188898451617 1.2704082196578381 10.746942821890114 1.2745732795447104 1.7897975360974667 10.666983984410765 3.6347748311236492 4.7800723640248171 3.4719675425440064 3.6506237303838125 6.9335875399410716 2.6322025922127059 5.1401081755757332 15.367714531719683 6.0794176105409852 3.0590440975502124 42.173838171642274 2.3089561397209759 0.7221601605415342 0.65532821463420987 13.329499740153549 248.87821807945147
leaf_count=77 479 1 277 24 23 53 36 22 119 44 39 9 48 52 52 35 13 38 54 22 29 63 22 84 540 80 1 43 82 1573
internal_value=0.000625314 -0.0123089 0.00113268 0.000763164 -0.0102602 0.000861412 0.00570792 0.000578187 0.000432029 -0.0146961 0.00269477 0.00579669 -0.00814597 0.000625361 -0.00445966 0.000824718 0.00726621 0.000909245 0.00892627 0.000492833 0.000325816 0.000661531 -0.00240459 -0.00153929 -0.00318537 0.0012496 -0.0122233 0.00705153 0.00142853 0.00106352
internal_weight=416.377 4.39086 1.67641 411.986 3.63948 408.346 22.5458 385.801 381.167 4.80973 18.0435 13.8113 3.06437 376.358 19.9001 16.2653 11.4852 356.458 17.6006 338.857 8.01328 335.206 53.9445 51.3123 45.2329 281.262 3.68644 1.37749 277.575 262.208
internal_count=4034 757 278 3277 100 3177 156 3021 2999 163 132 96 57 2836 182 130 95 2654 106 2548 82 2510 668 646 624 1842 124 44 1718 1655
is_linear=0
shrinkage=0.0192815


Tree=222
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 2 2 2 1 1 0 1 2 1 0 0 0 1 1 1 0 1 1 1 0 2 2 0 2 2
split_gain=1.86319 1.5494 2.20682 1.69389 1.75669 1.0485 4.45477 2.64411 3.77981 1.4876 3.01105 2.44015 2.96102 1.81556 1.73537 2.87193 2.98514 2.18884 2.16058 4.17962 4.93022 1.99536 2.54672 3.32815 2.30837 1.90363 3.26693 3.02493 4.35515 4.18617
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.46112391845000006 41.243661560350013 41.147265497500008 41.32819714970001 0.34551360740000009 0.44805544745000009 0.55769288345000012 0.45206730335000006 41.605323437500005 0.43639411995000005 0.55538756325000016 0.54499865270000014 0.54228915300000013 0.42473279245000012 0.40509266190000009 0.40099098830000007 0.52507409960000018 0.34569324270000007 0.34587287805000005 0.34608245260000009 0.48098859315000003 41.685324604100011 41.898943182100005 0.50339810185000011 43.384297312450009 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 8 -7 10 14 -11 -13 -12 15 16 18 -17 19 20 21 -9 24 -24 -23 -25 -27 28 29 -28
right_child=1 2 3 4 -6 7 -8 9 -10 11 13 12 -14 -15 -16 17 -18 -19 -20 -21 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0014012276888914236 -0.025130457057680546 0.026629733846200578 -0.03128553220845913 0.032214864722978097 -0.010059612784990473 0.0017424660310821683 0.018983901456354417 -0.0019034196370737364 -0.028681504484012851 0.022178554106921416 -0.031629573500419547 0.030932839615331387 -0.030346792876434311 -0.0063598563604893108 0.020508006214563581 -0.03182143607213235 0.015793525473239617 0.0006402167435442677 -0.019110610996709448 0.019333400114556264 -0.016418665069115285 -0.0032057258092306304 -0.018430421355273976 0.016525590044698429 0.019612745069113049 -0.024222152808149842 -0.00086592541554363035 0.012265188655592672 0.0091955919180742828 -0.030294902440218707
leaf_weight=202.035608563805 2.8240969035541621 1.1693425858393309 1.5736056603491304 0.74281973484903607 2.6440931542310864 5.0672955550253374 8.8745036572217924 70.705419856589288 4.592482466250658 4.3381802625954142 2.6049350947141638 0.70007027685642276 1.3864869484677909 4.7106244573369622 2.533697858452796 2.8522432716563335 7.486037988215684 2.148542195558548 3.3822770067490628 6.6586522487923494 10.448628013953565 3.5774674881249657 4.4899089671671382 5.7698680087923995 9.726556643843649 2.6953483680263153 7.5504124071449059 14.242969265207647 10.857119753956793 4.5821109591051936
leaf_count=1336 433 11 58 5 426 23 43 572 38 14 47 2 76 45 11 43 26 10 136 23 192 26 30 37 66 23 44 87 105 46
internal_value=0.000714203 -0.0102448 -0.00338679 -0.0104626 -0.000787949 0.00095708 0.00214106 -0.00033605 -0.0127218 0.000316145 -0.000100542 0.0117973 -0.00978659 -0.0153579 0.000557157 0.00025478 0.00081382 -0.0178746 8.888e-05 0.000518068 -0.000348081 0.000903179 0.00402865 0.00152408 0.0134768 0.00348465 0.00160014 0.00346948 -0.00197981 -0.0119804
internal_weight=412.971 8.95396 6.12986 4.96052 3.38691 404.017 210.91 193.107 9.65978 183.448 177.023 6.42474 2.08656 7.31556 169.707 167.174 162.173 5.00079 154.687 151.304 144.646 134.197 63.4918 50.1877 13.304 45.6978 39.928 37.2326 22.9896 12.1325
internal_count=4034 933 500 489 431 3101 1379 1722 61 1661 1569 92 78 92 1477 1466 1413 53 1387 1251 1228 1036 464 372 92 342 305 282 195 90
is_linear=0
shrinkage=0.024289


Tree=223
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 0 1 1 0 0 1 1 0 1 0 1 2 0 0 0 2 0 0 2 0 0 2 1 2 2
split_gain=1.63067 2.16218 2.1186 1.95028 1.40047 1.8351 1.1333 3.80761 2.11364 3.46171 2.22149 4.65064 2.73149 4.00055 5.29848 2.20925 2.93956 1.68626 2.05454 3.09536 1.52641 2.60801 3.42173 3.42441 3.10523 2.25884 5.68469 3.08796 2.08977 2.60014
threshold=0.5718990449500001 0.57152480465000022 40.00488309970001 42.536568606950006 42.522337019050006 0.58650938595000024 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37977904855000005 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.37668033890000002 48.86568841230001 0.5231430197000001 0.52770875125000016 0.52432561900000019 41.827117825850003 0.48068920095000006 0.4778150355000001 42.753078181500008 0.47769527860000011 0.48351845755000006 43.157831852650006 0.34542378970000004 47.927946529500012 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -4 7 20 9 15 -10 -12 -13 -14 -15 -8 -17 -16 19 -19 -1 22 24 -24 28 27 -27 -23 29 -22
right_child=2 -3 3 -5 -6 -7 8 -9 10 -11 11 12 13 14 17 16 -18 18 -20 -21 21 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0028666273439204434 -0.024057474522718079 0.019931472061296369 0.0052172990652171241 -0.023379168709692328 0.033865393026706367 -0.02505129152344272 0.0065554548393877915 0.019870222275686272 -0.015478713791925301 -0.028006215083800443 0.01793277611505224 -0.018901140226583908 0.014320876766585271 -0.034583544854073042 0.0098934855373083355 -0.033546775926655469 0.012837551884817697 0.0029782333499219333 1.2343365223204351e-05 -0.020354990148656056 0.0019605674795000016 -0.0049151617068446587 -0.03079084875523605 -0.0050396756698066958 0.024740033031560905 -0.0094926530185373385 0.014271173479600942 0.015335882587775612 0.0041094824940662899 -0.013207020475873051
leaf_weight=128.44448271673173 2.9735433184541753 3.0000447221100321 5.6631023781374079 1.7901879779528824 0.67262953519821156 1.2426316608907653 5.5827191025018674 5.7515512816607943 4.5677319522947064 3.6803152752108863 7.3935698736459008 3.9528224130626759 9.4027370829135162 2.3351770043373099 7.7573368665762237 1.9850222396198662 1.0696822702884672 5.2264026161283237 108.38577401312068 6.4772396180778742 9.8374439110048133 5.4885271340608623 4.44953355938196 6.4150979593396187 2.200340509414672 15.105185277760031 7.7484341263771048 12.683065138757227 13.913143947720526 13.83933503506705
leaf_count=842 393 16 44 345 1 194 21 30 30 54 25 31 36 18 38 64 4 37 817 196 114 23 48 37 5 80 32 80 54 325
internal_value=0.000604198 0.000855402 -0.00746985 -0.002205 0.00279684 -0.000229292 0.000710037 0.00175315 -0.000693964 -0.00968793 1.84873e-05 0.00048749 -0.000411111 0.000112498 -0.00091374 -0.00188271 -0.0173041 -0.000298746 -0.000957127 -0.00993526 0.00127978 -0.000943411 -0.00436704 -0.0155859 -0.00130376 0.00328383 -0.00143562 0.00921928 -0.00282825 -0.00690505
internal_weight=409.035 396.693 12.3421 9.36855 7.57836 6.90573 393.693 225.876 167.817 12.3177 155.499 150.931 143.537 139.585 130.182 8.63742 3.0547 127.847 120.089 11.7036 220.125 91.6801 50.6549 10.8646 39.7903 41.0252 22.8536 18.1716 37.5899 23.6768
internal_count=4034 3057 977 584 239 238 3041 1670 1371 143 1228 1198 1173 1142 1106 89 68 1088 1050 233 1640 798 583 85 498 215 112 103 493 439
is_linear=0
shrinkage=0.0225556


Tree=224
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 2 1 1 1 0 0 0 2 0 2 2 2 0 2 0 2 1 2 0 1 2 2 1 1 2
split_gain=1.52405 1.16912 2.07537 1.10654 1.98803 1.34603 1.8765 1.55357 2.4502 1.90604 1.35934 1.3281 1.27508 5.77604 3.46523 3.01035 2.62808 2.24238 1.87084 1.43111 1.33473 1.18688 6.45555 2.71526 2.75621 5.48403 3.35413 2.03329 2.22587 3.59813
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 32.051492741500006 0.38052752915000004 35.419594101850009 0.34398670700000006 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.49880243110000005 0.50086823750000009 37.038444968100009 0.5296248615500001 36.620308449100001 36.364346611650006 37.828051409500013 0.5231430197000001 38.064633603500006 0.50465554925000011 37.52517992975001 0.34311846950000008 38.969453495950006 0.45994131915000008 0.32058920395000007 44.952171034750002 48.96897326980001 0.34467530910000005 0.34485494450000004 41.436838994450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -5 8 12 -10 -8 -12 13 14 15 19 17 -14 -18 -7 -19 22 -20 24 25 -24 -27 -23 29 -29
right_child=1 2 -4 5 -6 7 10 -9 9 -11 11 -13 16 -15 -16 -17 18 20 21 -21 -22 27 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.03286699935378827 -0.02456212994235844 0.032951168779948137 -0.023210816531941864 0.020249222778788205 0.0025913678265028035 -0.012887237496049574 -0.0082114326786072757 0.014044540154641967 -0.026413134583524595 0.0081747992020708531 0.021168798479749968 0.0030518823621543019 0.016605553936026189 -0.032568759197613713 -0.015666438243313856 0.026348194950002367 -0.015974129014046358 -0.010812288385548003 -0.050872141436473214 0.0074999015378574884 0.0094380161516580512 0.0099361601034499616 -0.03272663718212012 -0.020667257771090162 0.013183870312515802 0.011873043077004083 -0.010648289026484365 -8.3081399148939947e-05 0.00099333195531972228 -0.029257462985204794
leaf_weight=1.44466496980749 2.2431177521357308 0.63676995038986184 0.7704415206098929 4.1746175661683109 1.9943905556574462 2.8956669094041008 4.2743509821593788 4.4253085530363014 3.1077646599151185 1.1590123218484221 2.6862849816679946 10.619262374937533 10.072291150689127 3.3784288107417515 4.8434130242094389 3.2374219484627247 3.6595190819352856 3.3624859340488902 1.4690593220293546 4.9311779048293829 3.5403900258243084 12.938070244155822 2.8746505170129337 3.3896468300372353 7.28020280227065 8.0922973435372096 6.1794336736202231 6.5256419703364354 274.24938388681039 3.4105240367352962
leaf_count=77 479 1 277 24 23 53 36 22 119 44 9 87 52 52 35 13 38 28 16 29 26 49 154 38 53 49 33 25 2061 32
internal_value=0.000561811 -0.0142442 0.00220275 0.000696855 -0.0123038 0.000809539 0.00637607 0.000486631 0.000324736 -0.0170178 0.00308168 0.00670954 0.000526731 -0.00523402 0.000571258 0.00767935 0.00084687 0.00967967 0.000392606 -4.26479e-05 -0.000426186 0.000576101 -0.00384512 -0.00136148 0.00131756 -0.00372078 0.00212166 0.00101187 0.000605573 -0.010097
internal_weight=403.866 3.65033 1.40721 400.215 3.43906 396.776 21.7545 375.022 370.596 4.26678 17.5799 13.3055 366.33 19.2861 15.9077 11.0643 347.044 16.9752 330.068 7.82684 6.90288 326.409 29.2853 27.8162 24.4266 17.1464 14.2717 297.124 284.186 9.93617
internal_count=4034 757 278 3277 100 3177 156 3021 2999 163 132 96 2836 182 130 95 2654 106 2548 82 54 2510 343 327 289 236 82 2167 2118 57
is_linear=0
shrinkage=0.0230185


Tree=225
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 1 2 0 0 1 1 0 1 0 1 1 0 2 1 2 1 2 0 1 2 0 2 2 2 1
split_gain=1.35653 1.05549 1.82795 0.970598 2.03107 2.55455 1.4516 1.34188 1.64935 1.29378 2.12738 1.74235 1.11196 5.59057 1.95212 2.11388 1.92992 1.83929 1.82067 2.319 2.00699 2.1163 2.35465 1.67517 4.15114 3.22137 2.51013 3.69496 2.77925 1.76065
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 32.724174661450007 0.38052752915000004 0.31693661865000006 35.419594101850009 0.49485045360000007 0.50008981770000005 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.34219035360000005 0.45994131915000008 0.34467530910000005 0.3447052483500001 0.47700667645000011 44.756878345700009 0.34551360740000009 40.098777110850008 0.34548366815000003 42.686561923500008 0.4764977096500001 0.36006406990000012 38.625745710700009 0.49787431515000008 40.241071441700008 40.563919884450009 40.94178426300001 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -5 -9 10 12 -12 13 -8 -14 -16 17 18 19 -17 21 -21 -23 24 -18 26 29 -28 -29 -26
right_child=1 2 -4 6 -6 -7 9 8 -10 -11 11 -13 14 -15 15 16 23 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.026484767415195318 -0.026847796912300742 0.034761214471435459 -0.025491502861396086 -0.0041965931061076368 0.0029055704745298201 -0.043787364694457619 -0.0009824628952379579 0.023170648711660007 0.005314953493426729 0.014246085822193565 -0.028682515606889211 0.0080261324960446637 0.0090006191351963919 -0.0423809193481436 -0.024883661477604353 0.032423987413891034 0.025804012409202173 0.0073286564066841146 -0.029401730353376322 -0.034083101301074517 0.020383838720565157 -0.026997167112393961 0.027551243664817635 -0.00056175304947189719 0.00074865187362759087 0.018359329325253412 0.018598098744068859 -0.016050489423627894 0.0023594939427819739 -0.016635633338484123
leaf_weight=0.41446894989348892 2.0403454052284355 0.59903973340988137 0.69764329236932099 4.7308315015397993 3.0267304037697613 1.6466628083726389 26.31945222243667 4.9683393016457549 9.9286038284189981 4.3212580201216033 2.8444623709656289 1.1672818092629311 18.151801003143191 2.2679231967777005 2.0910949553363016 0.85168209020048191 5.0185765326023093 3.3741427436470977 3.370720973238349 2.6627719127573073 0.99019706994295109 1.0148550365120175 1.0112740173935888 174.28326301998459 7.0962899848818761 7.5333742052316657 8.583017632365225 5.5884186774492255 86.383772809058428 7.8589466214179993
leaf_count=10 479 1 277 43 29 74 344 18 82 22 119 44 78 36 15 21 23 58 94 82 5 34 10 1401 28 50 30 28 460 39
internal_value=0.000558924 -0.0155046 0.00234396 0.000693778 -0.0102856 -0.0296565 0.000836132 0.00754219 0.0112701 0.000483046 0.000321636 -0.0180015 0.000523331 -0.00426673 0.000931041 0.000470003 0.00063798 -0.00880334 -0.0143007 -0.00650656 -0.0123449 -0.0192565 0.000228833 0.00105254 0.00324946 0.00232953 0.0012841 0.00272241 0.00124087 -0.00838675
internal_weight=400.837 3.33703 1.29668 397.5 5.08786 2.06113 392.412 19.6278 14.8969 372.785 368.463 4.01174 364.452 28.5874 335.864 317.712 315.621 13.2756 9.9015 6.53078 5.6791 4.6889 2.02613 302.346 128.062 123.044 115.51 100.555 91.9722 14.9552
internal_count=4034 757 278 3277 113 84 3164 143 100 3021 2999 163 2836 380 2456 2378 2363 304 246 152 131 126 44 2059 658 635 585 518 488 67
is_linear=0
shrinkage=0.0253001


Tree=226
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 0 2 0 2 2 2 2 0 2 0 0 0 0 2 1 0 2 2 1 1 0 2
split_gain=4.68827 5.24129 4.79815 3.88877 3.38385 5.63848 6.36198 3.00501 4.16093 2.57372 3.38954 2.41717 2.92686 2.40262 4.07151 3.72834 3.12736 2.76703 5.01676 2.61789 6.82524 4.61019 4.09157 3.76085 2.47386 2.33568 2.34571 2.2976 2.86482 3.2824
threshold=0.39091643965000006 0.47883296910000012 0.53475943835000017 0.54499865270000014 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.4349121284000001 0.57944372925000021 40.636252116050009 0.54228915300000013 44.262924377150007 47.927946529500012 41.872294782850005 47.927946529500012 0.42018203045000008 41.741384785950011 0.4778150355000001 0.47769527860000011 0.45798030000000006 0.47396784530000008 42.719328117250008 0.34542378970000004 0.37331217625000007 48.96897326980001 42.622319549950006 0.41988263825000011 0.32388251845000005 0.45589952400000006 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 9 5 6 -2 -5 -9 10 -4 -3 -13 15 17 -1 27 18 19 23 -21 22 -22 -15 -16 26 -11 -17 -29 -30
right_child=2 11 3 7 -6 -7 -8 8 -10 25 -12 12 -14 14 24 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0046189523427349333 -0.0053426589007405864 0.0011527805062081255 0.0010006860434571964 -0.0018272608939710754 -0.0036230520557217739 0.0031376290156673974 0.0045210113974577561 0.00062286948918334906 -0.0028532117451691673 0.0014821695624535043 -0.0030010575602013208 -0.0043949425841547738 0.0011807451450350417 0.0030692206474937623 0.0028469020521648498 0.0029459513843783413 0.0043487871884837206 -0.0056382547950548914 0.0049752521158403116 0.0046629896766347467 -0.0032545808825307798 -0.0052002457790866641 0.0035197688635696823 -0.0049247285205045411 -0.00084256311512824467 0.00018080286807372489 0.0049186447003728238 -0.0033284267090975938 0.0025648674764044677 -0.00035227236373132923
leaf_weight=2.7684115401934823 5.4169734846800583 198.41688204184175 16.138670269399885 25.392850730568171 13.432001271285115 5.2305329144001007 1.7183167338371275 42.196594264358282 8.2057281944435072 8.5612684860825556 5.7188409045338622 3.523439396172761 4.0222678482532501 1.3701538629829979 7.3813622742891294 6.1269484758377066 4.3032214492559424 3.3831133041530839 2.2891602218151084 3.5309625566005733 3.58590095117688 6.04070601798594 3.529112633317709 8.2042408455163223 7.125569075345993 8.5656145606189948 7.3771065622568122 4.5524404095485798 10.426280331332235 29.374879157170653
leaf_count=223 98 849 61 249 343 19 5 333 871 29 30 43 16 13 20 18 13 40 5 24 35 104 15 245 34 49 16 54 50 130
internal_value=0.000333466 0.000645713 -0.000320669 4.8965e-05 -0.00207095 -0.000385016 -0.0029673 -0.000574299 5.69476e-05 0.00106792 -4.63378e-05 0.00105842 -0.0014228 -0.000171677 -0.00092745 0.000438175 0.000693729 -0.00181883 -0.00136624 -0.00191902 -0.000850814 -0.0023307 0.000105559 -0.00378075 0.0010347 0.00206184 0.00307275 0.000382153 2.79933e-05 0.000411899
internal_weight=457.91 309.955 147.954 122.157 25.7978 12.3658 7.13529 75.7952 50.4023 46.3615 21.8575 205.963 7.54571 103.992 46.4403 57.5522 54.7838 31.9334 28.5502 26.2611 16.6867 13.1557 7.11501 9.57439 14.5069 24.504 15.9384 50.4805 44.3536 39.8012
internal_count=4034 1931 2103 1638 465 122 103 1453 1204 185 91 908 59 1023 535 488 265 481 441 436 178 154 50 258 54 94 45 252 234 180
is_linear=0
shrinkage=0.00446649


Tree=227
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 1 0 0 1 1 0 0 0 0 0 2 2 2 2 2 2 2 2 1 2 1 1 2 1 0
split_gain=1.39005 1.59328 2.17334 0.929128 2.29376 1.35605 2.9626 3.18145 2.67319 2.18132 2.01556 1.69884 3.80582 2.60328 2.35469 4.01339 1.94642 2.258 4.26816 3.35716 1.79182 1.75239 1.68139 2.4167 1.66673 2.86814 2.46317 2.33626 1.68584 1.59004
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 42.094663496250007 42.066503896600004 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.40509266190000009 0.45107930900000009 0.55609113500000007 0.47997065955000012 0.4778150355000001 0.47769527860000011 0.48351845755000006 43.218894539100006 47.927946529500012 45.048573272350005 44.756878345700009 42.719328117250008 42.753078181500008 48.96897326980001 42.488347682450005 0.34542378970000004 43.157831852650006 0.37078231190000005 0.39814676205000005 42.824128352900011 0.39193437325000008 0.55832160710000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 8 11 -7 -8 12 13 16 15 -13 17 18 19 22 -14 -18 23 -5 27 -26 28 -16 -27 -12
right_child=1 2 -4 5 -6 9 10 -9 -10 -11 29 14 20 -15 24 -17 21 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00099648307864636377 -0.020140655886493684 0.016484861231163356 -0.020044884351031963 -0.02409993604301398 0.016337259543964585 0.018918386880353574 -0.025176448518797495 0.015525607787304779 -0.023456682730414652 -0.0071102807820301994 0.010892533742880336 0.012129499425713994 -0.028832959715446308 0.020227248560844825 -0.00062806450554361533 -0.011841537457304353 0.010402301852719543 -0.020974820293265566 0.022092942603109827 -0.015765994333712428 -0.0088855236832480096 -0.003521530943078075 0.012355174710961035 0.011354760322788897 0.012135768525371397 -0.0032428830719909104 0.010687202695193673 -0.014913111515635269 -0.02245410973892626 -0.011111429457180301
leaf_weight=268.60167378070764 2.6463164378656066 1.4971822630614045 1.0499338480876756 1.5678905830718632 3.7447257172316304 3.1803192989900699 2.8960836548358184 4.5873035937547675 1.977476086700334 1.9793271753005681 1.6430127024650572 13.979781456291677 2.7333615384995928 2.0761391371488562 14.702552247792484 3.2646762728691092 6.8015745729207975 3.2561963964253655 2.1860275194048873 7.7410638956353068 4.541563481092453 6.8993266373872757 3.5061260471120477 1.3607510253787038 7.9280344918370274 6.4598435983061773 3.6151434555649749 6.1540876142680636 2.3643551226705313 5.1291922866366804
leaf_count=1788 555 10 314 31 15 11 47 13 130 78 9 88 37 5 92 15 20 95 14 218 31 34 27 11 35 54 18 46 105 88
internal_value=0.000442475 -0.00956275 0.00142712 0.000574064 0.00120742 -0.000833671 -0.00126303 -0.000336428 -0.00104208 0.00893335 -0.0115852 -0.000603826 -0.00355704 -0.00092142 0.00155141 0.00759136 -0.00223922 -0.00617106 -0.00322494 -0.00712916 -0.0163802 0.00339071 0.00326099 -0.00762642 -0.000975164 0.00298568 -0.00284599 -0.0048431 -0.00839034 -0.00577302
internal_weight=400.071 5.19343 2.54712 394.878 272.346 122.531 117.372 107.703 103.116 5.15965 9.66829 101.138 42.67 35.3951 58.4685 17.2445 33.319 19.6181 16.3619 14.1758 7.27493 13.7009 6.43477 2.92864 41.224 20.3674 12.4393 20.8566 8.8242 6.7722
internal_count=4034 879 324 3155 1803 1352 1263 1119 1106 89 144 976 523 455 453 103 450 396 301 287 68 54 69 42 350 212 177 138 159 97
is_linear=0
shrinkage=0.019466


Tree=228
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 1 0 2 0 0 2 0 0 1 2 2 1 0 1 2 2 2 0 2 1 2 1 0 0
split_gain=1.22197 1.45608 1.8848 0.828223 3.7869 2.33406 3.0429 1.33482 2.79567 3.07022 2.56747 1.86553 3.44866 2.69971 2.28388 1.82795 1.30796 1.30692 3.87358 1.6698 2.31283 1.29448 1.01336 1.97788 5.06256 2.53059 2.13389 3.03598 4.83432 1.69251
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 41.243661560350013 41.147265497500008 41.32819714970001 0.34551360740000009 0.56719858685000013 39.051326806600009 0.56859076075000015 0.54646567465000018 37.784765830350004 0.55677973715000018 0.55832160710000012 0.42290649980000011 36.728658719300007 40.583589072600013 0.44805544745000009 0.56719858685000013 0.45206730335000006 41.605323437500005 39.458743938000005 42.094663496250007 0.48028502140000007 41.975471476700008 0.34566330350000002 41.481306584950012 0.42039160505000012 0.48200652675000005 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 6 -5 10 9 -9 -1 15 14 -14 -13 -12 21 18 22 -19 -21 -15 23 25 26 -7 -25 28 -28 -30
right_child=1 2 -4 5 -6 17 -8 8 -10 -11 11 12 13 16 -16 -17 -18 19 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0013335529292077479 -0.021737276658675597 0.016439096703485975 -0.021648160028687656 0.00074426770281277419 0.015436098263416352 0.0030775357279952003 -0.023135865708122295 0.010670135368107039 0.013404632401792783 -0.027399134688977832 -0.010707590537830361 -0.0093024815023492989 0.015372712309252523 -0.0066076806655675805 -0.037058853696408399 0.014007605516814212 0.002018577675724068 0.017380959816765022 -0.026939943943822021 0.024831434051676569 -0.025499005668938597 -0.027988578715703708 -0.001000434815932074 0.005410335595521309 0.013715908143326658 0.019439086114673324 0.0095311005313228996 0.0058929270284636117 -0.030827481040197044 -0.013824899376737081
leaf_weight=163.45134592684917 2.4015395145397624 1.4646122925914826 0.9522230012807994 4.9725277796387655 8.2876729741692525 15.46947405813262 4.5277196662500501 1.9144184291362756 9.5489121912978572 1.8501447150483725 2.2130956724286106 2.488499257713559 2.6278670504689208 2.9902962073683721 2.7958085015416145 3.3271746467798948 2.9361459836363792 4.0417859908193341 2.3807545213494441 0.63633526489138592 1.1178241232410071 2.1704386696219444 113.0688684922643 5.9949900135397938 8.0823494568467122 5.7622162997722617 3.0495053678751018 4.5507710576057425 4.2733766958117467 6.6411678660660982
leaf_count=1073 555 10 314 23 43 97 38 10 47 46 35 21 12 25 34 25 11 15 57 2 77 30 1215 34 32 36 10 22 28 57
internal_value=0.000432705 -0.0101154 0.00143288 0.000562635 0.00147919 -0.000463327 -0.0106368 0.000895919 0.00734101 -0.00803951 0.000432101 -0.0064054 -0.0100531 -0.00318722 -0.0239878 0.00413497 -0.0092109 8.87405e-05 -0.000248191 0.00992898 -0.00724124 -0.0155998 0.000132572 0.0025127 -0.000747933 0.00751801 -0.00551753 -0.0090559 -0.0139276 -0.0204819
internal_weight=395.99 4.81837 2.41684 391.171 206.602 184.57 9.50025 198.314 13.3135 3.76456 185.001 21.5493 16.0091 10.7247 5.28431 5.54027 8.09688 175.069 169.273 5.79595 1.75416 5.16073 166.893 53.8239 32.5922 21.2317 24.5098 18.5148 13.964 10.9145
internal_count=4034 879 324 3155 1412 1743 61 1369 103 56 1266 193 133 78 55 60 66 1682 1588 94 79 55 1531 316 183 133 151 117 95 85
is_linear=0
shrinkage=0.0210743


Tree=229
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 1 2 1 0 1 1 1 0 2 0 2 2 2 0 2 0 1 0 0 1 0 0 2 0 2
split_gain=1.12561 0.91614 1.3828 0.824971 1.83776 2.33837 1.24176 1.32397 1.57849 1.21631 1.11461 1.789 1.53465 1.08957 5.1352 2.76163 2.66944 2.07106 2.08412 1.61276 1.21872 1.22332 1.12857 3.92803 2.50777 2.90664 2.17171 2.07686 2.87593 2.07336
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 32.724174661450007 0.38052752915000004 0.3148857818500001 35.419594101850009 0.34398670700000006 0.49880243110000005 0.39971857130000005 0.46280051495000007 0.45368402140000008 0.58415915690000009 37.038444968100009 0.5296248615500001 36.620308449100001 36.364346611650006 37.828051409500013 0.5231430197000001 38.064633603500006 0.52005927965000021 0.36491422415000008 0.5654770815500002 0.55832160710000012 0.43590012275000006 0.54499865270000014 0.54300769440000007 40.94178426300001 0.57294691775000006 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -5 -9 -10 11 13 -13 14 15 16 20 18 -15 -19 21 -8 23 24 25 26 -21 -24 -29 -27
right_child=1 2 -4 6 -6 -7 10 8 9 -11 -12 12 -14 17 -16 -17 -18 19 -20 22 -22 -23 27 -25 -26 29 -28 28 -30 -31
leaf_value=0.023307387579474141 -0.021332269812159275 0.025759880447530043 -0.020201149683921341 0.01658315346503219 0.0021802330098865826 -0.033364110458474414 0.00099230243135399357 -0.0077112548427910443 0.011171967278137485 -0.0028715518508280139 0.010674160540874557 -0.022513682517442964 0.0064213545798705168 0.013624620164354177 -0.027682621829325817 -0.012120891772795239 0.021891380243191975 -0.013077308103144798 -0.00084534485301861694 0.00033350247890378811 0.0078850001115065623 -0.02172040824399054 0.012210763218488187 -0.013665784284831265 0.013298164132308379 -0.025285966875599163 0.010157846651803283 0.0040125990513760141 -0.025667982541366752 -0.005106235425445361
leaf_weight=0.36037677526473899 1.7318881023675197 0.51948887109756448 0.53698866418562829 3.567981947213414 2.9988882136531174 1.5870079606538636 2.4206036236137169 4.0833319295197716 8.0024409443140012 3.609854760579764 4.136805184185504 2.5082209492102261 1.0484181223437188 9.5453472938388604 3.1699711689725509 4.9438717905431977 3.0581920705735683 3.6279924074187866 6.9299443401396266 264.42412785068154 3.8119631856679916 1.5814942028373478 8.8036783253774065 8.1315176072530431 6.0347839342430225 2.506443176418542 9.398610342293976 6.799364925362168 1.6331347867380825 11.370453032664953
leaf_count=1 479 1 277 22 29 83 49 33 30 58 22 119 44 52 52 35 13 38 54 2067 22 11 62 70 40 39 33 51 58 90
internal_value=0.000374292 -0.0123409 0.00239871 0.00046518 -0.00768486 -0.0228767 0.000569846 0.00553987 0.00302947 0.00680633 0.000308178 0.000189637 -0.0139843 0.000330376 -0.00435164 0.000324511 0.00598373 0.000592438 0.00753817 0.000237861 -0.000242051 -0.007983 0.000389246 0.00010384 0.000485027 0.000216259 0.00067071 0.00538771 -0.00173568 -0.0087511
internal_weight=392.883 2.78837 1.05648 390.095 4.94627 1.94738 385.149 19.2636 15.6956 11.6123 365.885 361.748 3.55664 358.191 18.9861 15.8161 10.8723 339.205 16.4753 322.73 7.81406 4.0021 319.102 301.866 293.734 287.7 273.823 17.2362 8.4325 13.8769
internal_count=4034 757 278 3277 113 84 3164 143 121 88 3021 2999 163 2836 182 130 95 2654 106 2548 82 60 2510 2339 2269 2229 2100 171 109 129
is_linear=0
shrinkage=0.020084


Tree=230
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 2 0 0 2 2 0 1 1 0 1 1 2 2 2 0 0 1 1 0 1 0 1 2 0 0
split_gain=2.58909 2.38186 4.44535 2.7272 4.12352 3.08388 2.68365 4.16236 2.92439 4.27475 2.28855 4.75114 3.79387 2.24113 2.00141 4.77742 2.53454 2.76403 1.91598 2.28004 8.26476 2.54839 11.5575 5.63912 8.38375 2.14007 3.39825 3.86141 4.75395 6.97203
threshold=0.4662734648500001 43.680097826700013 0.42018203045000008 47.709122305950011 45.295823381400005 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 0.37331217625000007 0.34524415440000006 0.34527409360000011 0.47565941140000007 0.39091643965000006 0.39382054430000007 40.750688432250008 40.890797847750008 37.784765830350004 0.5216909673500002 0.51675099550000014 0.37286308795000006 0.3782970569500001 0.50339810185000011 0.36160593995000007 0.47883296910000012 0.35651627195000007 41.257403903850005 0.48351845755000006 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -5 -7 -8 -9 -10 -3 -12 -13 -14 18 -16 -17 -18 -4 20 21 23 -23 24 25 -20 27 -27 -29 -30
right_child=-2 3 14 5 -6 6 7 8 9 -11 11 12 13 -15 15 16 17 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0059780161553656327 -0.0039629452452333248 0.0076672145578887789 0.0019319293373640488 0.0021270290860940658 -0.0064702060612234135 -0.0082564519690090706 0.0071317188667470608 -0.008215171433855693 0.0065942922006923584 -0.0061437848665003335 -0.0078164178945091881 0.0079715109034178486 0.0070357046527665165 -0.001713391192717355 -0.0064851158620881791 -0.00062996102823343985 0.0046713738112984116 0.00060262158329116365 -0.00010669238530932888 0.0028654994275206578 -0.0066849044933547912 -0.0082813378385970804 0.0038658741764244055 0.0050406370877861323 -0.0075184092405382562 0.0028865716866572594 -0.0037962021295749695 0.0018266622401685675 -0.0058701508042148833 0.00078438087736494035
leaf_weight=3.5064772763289502 4.712234813719987 0.99127770587802544 45.773196640890092 15.490611961111428 5.7430860684253267 1.8821785151958446 1.8060125112533567 2.1832195711322129 1.7882391903549435 1.7430201042443512 3.1761430343613055 1.752449333667754 1.0604401342570771 13.081820340827106 3.7424640506505957 62.583158003631979 6.352712780237197 46.832740090787411 58.959947626106441 14.183242119848726 5.2747991085052481 5.1665393933653814 5.3331126514822245 10.025374516844748 4.1844094060361376 39.844851221889257 4.2611401826143256 38.685807980597019 7.9821411222219494 15.553315833210943
leaf_count=298 757 5 204 70 171 15 4 31 9 102 70 3 6 246 82 552 22 283 381 46 31 49 18 44 52 157 25 188 50 63
internal_value=0.00030418 0.000351057 0.00050897 -0.000827078 -0.00214563 0.000539774 -0.00207518 -0.000528173 -0.00294902 0.000306812 -0.00090765 -0.00135336 -6.18862e-05 -0.00105735 0.000569669 -4.85055e-05 0.000159571 0.00108861 0.000859131 0.000624687 0.000461929 0.000660343 -0.00211138 0.000822475 0.000572942 0.000777783 0.00126824 0.00147967 0.000578729 -0.00147253
internal_weight=433.656 428.944 378.245 50.6985 25.8052 24.8933 9.40267 7.52049 5.71448 3.53126 20.0621 19.0709 15.8947 14.1423 374.739 119.511 115.769 53.1855 255.228 209.455 195.271 189.997 10.4997 179.497 169.472 165.287 106.327 102.066 62.2213 23.5355
internal_count=4034 3277 2545 732 501 231 161 146 142 111 330 325 255 252 2247 939 857 305 1308 1104 1058 1027 67 960 916 864 483 458 301 113
is_linear=0
shrinkage=0.00578826


Tree=231
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 0 0 1 1 0 1 0 1 0 2 2 0 0 1 1 1 2 2 2 1 0 2 2 2
split_gain=1.18924 1.09306 1.34094 1.62794 0.811477 3.52058 2.03059 3.14913 1.73847 3.83638 2.2758 3.09061 4.71795 1.69298 2.73665 1.41131 3.0286 1.69647 2.83281 2.454 2.55432 3.51744 1.74696 1.26939 2.52547 1.60224 3.01595 2.45332 1.96 7.46627
threshold=0.3055746834000001 0.57944372925000021 42.402981339000007 42.536568606950006 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37977904855000005 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.37668033890000002 0.50706565670000014 38.244973486750006 37.828051409500013 0.52366695610000014 0.5296248615500001 0.39072183470000005 0.39587138110000003 0.39408999735000005 38.625745710700009 33.96174662340001 34.883496062400006 0.35862698720000002 0.48637765340000011 41.872294782850005 38.625745710700009 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 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 23 7 13 -8 -10 -11 -12 -13 -6 -15 16 -14 -17 19 -19 21 22 -21 -2 -25 26 -26 -28 -27 -30
right_child=1 2 3 -5 6 -7 8 -9 9 10 11 12 15 14 -16 17 -18 18 -20 20 -22 -23 -24 24 25 28 27 -29 29 -31
leaf_value=-0.021860658171910807 -0.012783152602125682 -0.021939637541463254 0.015652236769252453 -0.021887872841927582 0.0051704511037172201 0.018384918239295368 -0.012903299286850561 -0.026111768255275045 0.015859012828239406 -0.016175906363118938 0.012319677456568607 -0.031314542516966276 -0.0023132118671268108 -0.030172198143323555 0.013430083349479894 0.010120646041580954 -0.028188754285641524 -0.04324053816951863 0.0013840880762602606 0.01027826148902258 -0.02269154593866677 0.018009780960739949 -0.023499091006735567 0.016178117894840582 0.00036855159155832929 0.0017261199068383914 0.015409604448178314 0.0023117943525783257 -0.019589678117991578 0.026874238627398132
leaf_weight=1.0859847660176445 2.9830493138870215 2.1846840957878149 1.3946663669776174 0.84059881325811137 5.3636149019002897 5.4362309128046027 4.5207176581025115 3.4670548886060706 7.0484620463103047 3.9560267222113898 8.9653248880058509 2.2331677190959445 20.890113351866606 1.8866605537477883 0.99994731321930874 8.4221611055545491 2.2776545430533579 0.93729448318481345 89.843156829476357 0.97109631635248517 3.1748019109945744 2.8973287828266621 2.4470408074557781 4.9988871924579135 155.4719493095763 10.777794951573016 11.7564754486084 14.502206340432165 8.6757087372243387 1.9171800166368473
leaf_count=125 96 555 10 314 21 30 30 54 25 31 36 18 199 62 6 40 46 7 642 4 191 10 63 29 1068 44 75 67 132 4
internal_value=0.000406384 0.000468192 -0.0100681 0.00153482 0.000588583 0.00145412 -0.000511848 -0.00907156 0.000120601 0.000502764 -0.000233473 0.000207385 -0.000602426 -0.00191062 -0.015068 -8.22916e-05 -0.00485707 0.000935447 0.000163944 -0.0103487 -0.00710022 0.000737587 -0.0139029 0.00101808 0.00121592 0.000847658 0.00149666 0.00817592 -0.00467125 -0.0111803
internal_weight=392.327 391.241 4.41995 2.23527 386.821 216.519 170.302 11.7173 158.584 154.064 147.015 143.059 134.094 8.25022 2.88661 131.861 23.1678 108.693 100.271 10.4276 9.49027 6.31547 3.41814 211.083 208.1 203.101 181.731 26.2587 21.3707 10.5929
internal_count=4034 3909 879 324 3030 1545 1485 143 1342 1312 1287 1256 1220 89 68 1202 245 957 917 275 268 77 67 1515 1419 1390 1210 142 180 136
is_linear=0
shrinkage=0.0213079


Tree=232
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 2 2 1 1 1 2 0 2 0 0 2 2 2 0 1 2 1 1 2 0 0 2 2 1 2
split_gain=0.959216 2.29506 0.960455 1.22703 1.41551 0.724742 2.27482 3.26618 5.42659 2.41259 2.09915 1.91507 1.70065 3.23047 3.41356 2.96077 3.10341 1.26984 1.18491 4.42932 1.7169 2.94845 3.86803 2.66104 1.60291 1.67333 1.54764 1.44268 1.39994 1.23272
threshold=0.37331217625000007 0.30910751175000006 0.57944372925000021 42.402981339000007 42.536568606950006 43.680097826700013 47.709122305950011 0.34524415440000006 0.35862698720000002 0.4025178887000001 43.384297312450009 0.48386275860000011 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 43.89540535710001 0.46898296455000005 0.34219035360000005 35.171584490050009 0.32388251845000005 0.32058920395000007 37.137227079750012 0.47515044460000005 0.4764977096500001 39.525197829750006 33.151194885250007 0.32904703455000012 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 10 7 -7 11 -10 18 -9 -8 -14 -15 -16 -17 -11 19 20 27 22 23 -22 26 29 -20 -3 -23 -26
right_child=1 2 3 4 -6 6 12 8 9 17 -12 -13 13 14 15 16 -18 -19 24 -21 21 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.018403064025056953 -0.020988057297957573 -0.0069731837387074589 -0.020384567600366395 0.013424985799153933 -0.020345000375869761 -0.02866835151406897 0.0064122462247893277 5.2710813205023199e-05 -0.021842406770333098 0.0085038396928265349 0.010925395577177591 0.019447878262604777 -0.027970651355335264 0.024903182730464324 -0.02675043237591708 0.02282777996263359 -0.020881304610592708 -0.0202479881834698 0.017506216523662393 -0.021721931344316586 0.010148143836415812 -0.027955646604735131 0.014020296397687792 -0.035875911593018742 -0.0021239043370200154 0.00081012615334234846 -0.00036883634173629626 0.02094956161152255 -0.0039045502200574936 -0.023564034196518077
leaf_weight=1.1555155855603505 1.9872521529905487 1.0207192879170208 1.981822034518699 1.3649743150454017 0.76224061555694778 2.3801823072135475 14.569181717000903 5.2231441922485846 6.0239026909694058 2.0754946046508853 7.8956557707861057 3.2570642381906509 1.8502770140767077 1.808134466409683 1.8419534638524053 1.6526300967670979 1.0447695825714616 0.85451256646774698 4.4059996036812654 4.3926940685487343 0.80703288596123313 2.0746283736079936 5.0726727619767189 1.2804891392588613 2.3668294996023169 299.13182374672033 3.3674398763105273 2.5523970983922482 1.7649793103337286 1.9090855242684481
leaf_count=15 147 61 555 10 314 47 64 37 199 9 54 13 15 4 26 8 86 137 18 172 23 29 22 32 12 1806 40 14 15 50
internal_value=0.000343809 0.000289848 0.000399754 -0.00914609 0.00132426 0.000502807 -0.0019378 -0.00685599 -0.00387807 -0.0146561 0.000810236 0.00750197 0.00234255 -0.00489017 0.00183773 -0.0073498 0.00589817 0.000118605 0.000568326 -0.00424881 0.00101808 -0.00286528 0.0046607 -0.0180831 0.000861916 0.000633873 0.00976278 0.012973 -0.0168999 -0.0116964
internal_weight=387.875 386.72 384.733 4.10904 2.12721 380.624 42.5812 19.8143 17.4341 8.95391 338.042 8.48021 22.7669 8.19776 6.34749 4.53935 2.6974 2.93001 330.147 18.9656 14.5729 10.9998 7.16019 2.08752 311.181 303.408 7.77344 3.57312 3.83961 4.27592
internal_count=4034 4019 3872 879 324 2993 645 442 395 345 2348 50 203 139 124 120 94 146 2294 368 196 121 77 55 1926 1868 58 75 44 62
is_linear=0
shrinkage=0.0198508


Tree=233
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 2 2 2 2 1 1 1 1 0 2 2 2 0 0 2 0 2 1 2 2 1 2 2 1
split_gain=3.31472 4.97448 3.76178 3.03287 5.78903 2.66315 2.61801 2.58501 2.56224 3.10031 3.46085 2.47475 4.59647 3.09509 2.64235 3.78407 2.83122 2.26866 2.18287 2.32858 2.27775 2.89742 2.52238 3.82562 2.56949 3.22782 2.3101 2.27762 3.38986 2.16071
threshold=0.39091643965000006 0.47721625100000004 0.53043322055000008 0.39408999735000005 0.39587138110000003 0.34452561300000012 36.728658719300007 39.577821550850011 37.198331469900005 35.050303764500008 0.43563066975000003 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 35.782584506850007 44.952171034750002 38.064633603500006 0.54646567465000018 0.55538756325000016 42.536568606950006 0.55769288345000012 40.206947806850003 0.43724738780000011 39.458743938000005 39.110279783550006 0.45036076765000005 41.092444989200011 39.184300550350009 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 11 -6 -7 9 10 -4 12 13 14 16 -16 -1 -13 -10 27 22 -22 23 -21 25 -25 -26 28 -20 -11
right_child=2 -3 8 4 6 7 -8 -9 18 29 -12 17 -14 -15 15 -17 -18 -19 19 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.004183067370721846 -0.0046450771221156475 0.00080274731395316515 0.0016897829467849381 0.00233019498057927 0.0014245376800574689 -0.0053570383303314286 -0.0042799001903682469 -0.0010303217088122017 0.00083183640374810902 -0.0053260807702275531 -0.0046981050900620908 0.0030786630100930997 -0.004092146725363479 0.002119453526324382 0.0033220425135067114 -0.0051639304900810458 0.00093296298169670089 4.2128406768978547e-05 -0.00016469822142743429 -0.0049956557885066123 0.0024866612139181482 -0.002717721019435999 0.0013016510380147342 -0.00078263793491592634 0.0025457026467310667 0.0038511927907066206 -0.005294889235521261 -0.00026017610302385934 -0.0068561533775941411 0.00049961913396013679
leaf_weight=1.987778398673991 4.6765774767845896 229.46735896170139 5.1907070856541377 5.0783413387835008 1.5759746618568895 2.3812752207741168 6.0563771179877222 21.757359752431512 49.770898779854178 4.0867628967389464 1.7671638841275124 7.1323054251261047 4.6627335315570226 8.4520176108926517 1.0476330071687687 3.7069972357712686 10.908000156283377 8.2462948597967607 2.0658443197607976 2.7150204777717581 2.110517777502535 7.8376715534832329 23.791181392967701 5.6100549630355072 0.81239098682999555 4.0045097030233592 2.0786231961101294 5.5012876708060503 2.7344464734196663 1.3057915891986338
leaf_count=136 98 1056 37 19 14 68 276 304 231 71 164 33 96 46 6 99 48 39 25 37 10 462 299 126 4 26 67 50 25 62
internal_value=0.000288437 0.000521663 -0.000215341 -0.00193045 -0.000931667 -0.000396058 -0.00310201 -0.00145715 3.03363e-05 -0.00167162 6.73836e-05 0.00015902 -0.000486511 0.000157572 -0.000781888 -0.00329414 0.000144369 0.00145042 0.000223122 -0.000288109 7.03752e-05 -0.00161361 0.000499799 -0.00075357 0.000167407 0.00114737 -0.00309164 -0.00199186 -0.00397643 -0.0039154
internal_weight=438.52 299.75 138.77 17.3873 12.7107 70.2824 7.63235 24.1386 121.383 12.3504 6.95787 46.1438 30.7652 26.1024 17.6504 4.75463 12.8958 15.3786 109.032 59.2615 48.96 9.94819 39.0118 15.2206 12.5056 9.61456 2.89101 10.3016 4.80029 5.39255
internal_count=4034 1931 2103 407 309 875 290 372 1696 334 201 503 431 335 289 105 184 72 1362 1131 1031 472 559 260 223 152 71 100 50 133
is_linear=0
shrinkage=0.00394257


Tree=234
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 2 2 0 0 1 2 1 1 2 1 1 1 0 2 2 2 1 0 2 2 2 2 1 2
split_gain=4.55392 5.0921 4.10978 3.1723 7.19344 3.02299 2.29064 2.59052 2.8887 2.37108 4.01528 2.287 2.13278 2.06741 2.65019 2.40365 4.29042 3.13365 3.0843 4.02131 3.99255 2.2489 3.06961 2.79115 2.4402 2.03553 2.01442 2.55322 2.006 1.76977
threshold=0.39091643965000006 0.47736594710000008 0.53043322055000008 0.39408999735000005 0.39587138110000003 0.4662734648500001 37.198331469900005 35.050303764500008 0.54386096225000014 0.54499865270000014 0.43590012275000006 36.728658719300007 0.45628873390000008 0.34452561300000012 39.577821550850011 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 44.952171034750002 35.171584490050009 41.872294782850005 0.34584293880000011 0.46495613905000005 41.147265497500008 38.064633603500006 42.094663496250007 49.835088602800006 0.36042334060000009 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -2 -5 6 7 8 -4 -8 26 -6 -9 15 -15 16 17 18 19 -1 -20 24 -23 28 -16 -17 29 -28 -24 -11
right_child=2 -3 5 4 11 -7 9 12 -10 10 -12 -13 -14 14 21 25 -18 -19 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0039128204733271657 -0.0043153267216412289 0.00080928304488576074 0.0039003289854134082 0.0024678441273890128 0.00088157729030498636 -0.0026185963965746485 0.00091159116789992639 -0.0048003510929598139 -0.0014454059737044852 -0.0025821389332243206 0.00051247167790813308 -0.003951478058377718 0.00055826628837959058 -0.0047982295986017057 -0.0018281390089129365 0.0028238080446113486 -0.0036214394664227903 0.0019384271856387188 0.0032808943873348494 0.0011598262364963799 -0.0046058467934158081 -0.0032972651241611182 -0.0039768255352800883 0.0024559230187686742 0.0018594827281925154 0.00016351001748845186 -0.0047471567158379148 0.00060287728114696881 0.0012908374171437956 2.1423479514988133e-06
leaf_weight=2.5400382555089953 5.0145266484469202 236.60476650297642 1.8855306431651095 5.1450659148395053 1.6132466159760932 5.6017953187692902 46.131127737462521 3.7168864598497748 4.6627973187714815 4.9960029423236909 40.595523793250322 6.70634760055691 1.3429564107209442 2.3188163326121893 3.6697702426463383 6.9773535793647161 4.6474920045584431 8.9563195095397514 1.0656396001577366 11.354066744446753 4.2634240305051208 7.4259527977555972 2.5744646834209561 3.3903485909104347 6.7993320180103183 8.4424108415842039 4.209501518867909 1.6488584820181129 1.5313228815793989 11.910548485815523
leaf_count=136 98 1041 5 19 14 757 205 60 74 65 372 276 16 68 70 33 96 46 4 48 101 117 61 19 27 39 61 24 25 57
internal_value=0.000297978 0.000545721 -0.000235389 -0.00184098 -0.000919486 -1.21621e-06 0.000119858 -0.00141952 9.38491e-05 0.000283061 -0.000174555 -0.0030143 -0.0033781 -0.000275274 -0.00106865 0.000180391 -0.000377124 0.000157944 -0.000671606 0.000232475 -0.00302875 -0.000728048 -0.00163653 8.66141e-06 0.000566848 0.00136728 -0.0013997 -0.00324137 -0.00201216 -0.000761531
internal_weight=457.742 312.562 145.181 18.4792 13.4647 126.702 121.1 11.6082 6.54833 109.492 63.3604 8.31959 5.05984 75.9568 27.71 48.2467 32.827 28.1795 19.2232 13.8941 5.32906 25.3912 14.9221 7.49614 10.4691 15.4198 22.7649 5.85836 4.10579 16.9066
internal_count=4034 1931 2103 407 309 1696 939 155 79 784 579 290 76 890 387 503 431 335 289 184 105 319 222 105 97 72 207 85 86 122
is_linear=0
shrinkage=0.00364444


Tree=235
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 2 2 1 2 0 0 2 2 2 2 1 2 0 2 0 0 1 1 0 2 2 0 1 1
split_gain=4.94532 6.22848 4.23488 3.74909 3.85718 2.83189 2.13265 2.52099 2.36283 2.21453 2.6594 2.4019 2.38162 2.48323 2.67093 2.08241 2.06408 2.92926 3.5067 3.44014 2.68605 3.59117 2.38159 3.89954 2.47251 2.26147 2.1617 2.0215 6.21111 3.77277
threshold=0.39072183470000005 0.47736594710000008 0.52770875125000016 39.110279783550006 0.39091643965000006 0.58650938595000024 37.198331469900005 42.599563320500003 0.3975479776000001 42.865207177650007 0.55769288345000012 0.54228915300000013 48.86568841230001 43.631818398850008 43.89540535710001 43.847983878700006 0.34452561300000012 40.413896136950008 0.47700667645000011 41.919251152600005 0.47515044460000005 0.46989611090000011 0.33750486510000005 0.32388251845000005 0.43780126340000008 44.756878345700009 39.525197829750006 0.53544804050000006 0.39591628995000006 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -2 -5 6 8 27 -4 -9 11 12 13 -11 -15 -13 22 20 25 -20 21 -18 23 24 -1 -19 -24 28 -8 -29
right_child=2 -3 5 4 -6 -7 7 9 -10 10 -12 15 -14 14 -16 -17 17 18 19 -21 -22 -23 26 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00026603332792555308 -0.0053731138640508765 0.00083959455183817274 0.001057257882745219 0.0041821493726173116 -0.0019954174155536347 -0.0028165851167618367 0.0014647228161616412 -0.0038350218492537841 -0.0021896899266772908 -0.0056585896547064569 -0.0027753289853606543 0.0036839554146309767 0.0026420024402281895 0.0011825754681135366 -0.0042844692054173064 -0.00019342959224844889 -0.0042352022579895485 -0.0027134047306206733 0.0028054765696715217 -0.0014068876931114488 -0.0074275974103654163 0.0052158800281521638 0.0020798677545012453 -0.0035876172583681003 0.0037876461851668063 0.00060322873347969899 -0.00099576820755282471 0.0025793776068347425 -0.0043040516110817578 0.00034790119139806825
leaf_weight=23.554931903723634 3.4247607495635739 233.19515272602439 3.9805134683847418 1.5197867155075062 8.3235638989135605 4.5424421424977472 5.3737676478922349 2.77858613803983 10.030742501374332 1.7283252775669113 4.7578914030455044 3.6451685428619376 1.8023368362337349 3.292791772633791 1.7349043590947983 3.4075332265347242 1.8126922361552744 9.8078111438080686 5.6297340095043165 4.3853557109832764 1.6431704610586164 0.71197876334190358 11.077383291907607 4.3514107996597877 2.0822949111461631 3.5638902969658366 3.9387678653001776 11.098587445914744 4.2498808018863201 72.983936856035143
leaf_count=329 49 1026 16 4 256 758 28 27 147 17 176 9 14 30 44 42 66 201 14 33 12 3 49 96 6 58 23 30 55 416
internal_value=0.000296315 0.000555706 -0.000237127 -0.00215966 -0.00104162 -4.87444e-05 4.73299e-05 0.000204954 -0.00126725 -0.000848834 -0.000441479 0.000269824 -0.000999873 -0.00197143 -0.000703935 0.00181059 -0.000356671 -0.00112528 -0.000634475 0.000960988 -0.00387931 -0.00156992 0.000113917 -0.00046653 6.32127e-05 -0.00182944 0.00127312 0.000465263 -0.00108281 0.000642448
internal_weight=454.43 305.755 148.676 13.2681 9.84335 135.407 130.865 116.854 14.0113 23.1475 20.369 15.6111 8.55836 6.75602 5.0277 7.0527 72.5594 27.5546 23.3868 10.0151 4.16784 2.52467 45.0048 29.9886 25.6372 13.3717 15.0162 93.7062 9.62365 84.0825
internal_count=4034 1916 2118 309 260 1809 1051 888 163 359 332 156 105 91 74 51 890 387 306 47 81 69 503 431 335 259 72 529 83 446
is_linear=0
shrinkage=0.0035658


Tree=236
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 1 0 1 2 2 1 0 2 1 1 2 0 2 1 2 2 0 2 2 1 0 2 2
split_gain=7.47593 8.57288 6.21163 4.4318 3.60084 4.6351 3.10303 4.81789 6.0181 2.89623 3.93946 4.08935 2.774 2.7105 2.99467 2.46575 5.60624 2.25794 2.91448 2.73078 2.44705 2.19098 4.84407 2.43791 2.16678 3.7418 1.95683 1.94092 2.76761 1.89066
threshold=0.39091643965000006 0.47721625100000004 0.53475943835000017 0.54499865270000014 0.4349121284000001 0.57944372925000021 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.40509266190000009 39.952536079750011 41.178189531300006 0.34512439750000007 0.42569084760000003 44.952171034750002 0.45368402140000008 0.46280051495000007 40.636252116050009 0.54228915300000013 42.622319549950006 0.41988263825000011 39.952536079750011 41.32819714970001 0.47396784530000008 44.421469061800003 47.927946529500012 0.42473279245000012 0.47700667645000011 44.756878345700009 42.402981339000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 6 17 9 15 7 8 -2 -5 -11 -12 13 14 -1 -6 -17 18 -4 20 -19 23 -23 -15 -3 -26 -13 28 -14 -7
right_child=2 24 3 4 5 29 -8 -9 -10 10 11 26 27 21 -16 16 -18 19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0019685746136582347 -0.0028674121500819752 0.00070153763542863995 0.00057080822780315168 0.00084813758022115595 0.00066449831620214663 -0.0025082922508034592 -0.0020537510185543264 0.0014144577013641111 0.0023417019215479272 -0.0028573696986998296 0.00041554422343111465 -0.0032109756357021667 -0.0022683119091344503 0.00039648880493320073 -3.2658605137692869e-05 -0.0028221046195243448 0.00074015391973941366 0.00080131839382049398 -0.0014194308227173456 1.1342786034844233e-05 0.0026917617722088394 -0.0028681406610226046 0.00039698976515996977 0.0022859016031988094 -0.0021719367723504715 0.00096731533464292335 -0.00059177319698194451 0.00014109654998427983 0.00012403414439584405 -0.00028443458972847582
leaf_weight=7.0343222701922086 5.4999561123549956 239.55087127536535 16.308240741491321 3.9344026818871525 34.046325949952006 5.0865927841514331 13.783528367988763 5.0264540053904057 1.6698120981454847 7.1618724428117302 8.4716704711317998 3.8610458923503748 9.4169367311988044 13.113558240234854 13.417788829654453 4.2001446913927776 6.5008623618632555 8.2963342890143412 5.7470664158463469 8.4569397587329131 7.5566537231206885 3.2440661489963558 13.734058314934371 5.6406922340393058 4.1488177664577943 4.6514784023165703 2.8734578676521778 5.4620728753507128 3.9703636988997451 3.901467451825738
leaf_count=291 98 989 61 43 178 551 343 19 5 104 35 49 217 56 81 114 41 29 30 49 16 31 97 17 50 17 18 29 56 320
internal_value=0.000236642 0.000443436 -0.000202214 1.77582e-05 -0.000324737 3.18923e-05 -0.00127248 -0.000389525 -0.00165423 -0.00105332 -0.00138778 -0.000695626 -0.000268438 -7.92131e-07 -0.0006985 0.000348224 -0.000658032 0.00060899 5.22013e-05 0.00111414 0.00170244 0.000398554 -0.000226889 0.000964765 0.000658513 -0.000512656 -0.00209342 -0.00106621 -0.0015588 -0.00154298
internal_weight=475.768 323.385 152.383 126.403 80.0378 53.7354 25.9798 12.1962 7.16977 26.3024 22.368 15.2062 75.0339 56.1845 20.4521 44.7473 10.701 46.3652 22.0553 24.3099 15.853 35.7324 16.9781 18.7543 248.351 8.8003 6.7345 18.8494 13.3873 8.98806
internal_count=4034 1931 2103 1638 1453 1204 465 122 103 249 206 102 875 573 372 333 155 185 91 94 45 201 128 73 1056 67 67 302 273 871
is_linear=0
shrinkage=0.00240323


Tree=237
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 0 2 0 1 1 2 1 1 2 2 1 2 2 1 2 2 1 1 2 2 0 0
split_gain=5.81035 6.62776 5.55478 3.89493 3.60614 5.49113 6.82656 3.49937 4.27179 2.49639 3.24261 2.46838 2.40159 2.29114 2.51066 2.22341 4.24878 4.91041 2.23638 2.20353 2.65453 2.2126 2.11549 3.92608 2.05689 4.16828 1.9859 1.81861 2.66972 3.25779
threshold=0.39091643965000006 0.47721625100000004 0.53475943835000017 0.54499865270000014 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.4349121284000001 0.57944372925000021 40.636252116050009 0.54228915300000013 0.34512439750000007 0.3055746834000001 42.622319549950006 0.41988263825000011 0.40509266190000009 39.952536079750011 41.178189531300006 0.42473279245000012 36.728658719300007 48.96897326980001 0.40667944075000007 44.421469061800003 47.927946529500012 0.45368402140000008 0.46280051495000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 9 5 6 -2 15 24 10 -4 12 -1 14 -11 -5 -17 -18 -19 -6 -21 -22 -3 -24 -9 -26 -13 -28 29 -29
right_child=2 22 3 7 19 -7 -8 8 -10 13 -12 26 -14 -15 -16 16 17 18 -20 20 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0035055537877892772 -0.003997429157048973 0.00088164908596602626 0.00076667196879729176 0.00091198010981598568 0.00063403394299409524 0.0022898635214750281 0.0035749618089487268 0.00090889242191775715 -0.0021497112717584 0.0010524299497680588 -0.0021730177031296849 -0.0042679926495863118 0.00016668701692227708 0.00015635685086800246 0.0037110889350787215 -0.0039867403365470436 0.0009001754477919239 -0.0045655701688410537 -0.00068656584316313565 -0.0038544086011320696 0.005271487894889685 -0.003479528832465383 -0.0032445306314776707 0.0013477240603869895 -0.0038054910687271995 0.00083208819054536446 0.0013838335921206595 -0.00203918964167205 -0.0060208042880655231 0.0020834508387876983
leaf_weight=2.086549984291195 5.6355490051209944 232.53692696243525 16.03962337598205 3.9514817707240608 1.8282472416758526 5.2517074290663004 1.7582069858908651 33.622385240159929 7.9941791675519189 8.5171266347169929 5.7335756048560134 2.3781266051810261 51.081690293736756 8.6233254577964527 7.5358068570494643 6.9810989303514388 8.3630442321300489 3.9667651467025271 2.8934038374572992 10.943799264729021 0.69968819618224987 0.60770729416981339 3.9886863827705366 4.4154811874032021 3.4425108628347498 5.9563394887372851 2.9752469193190327 8.6102487267926282 1.3337640501558787 2.8791103586554536
leaf_count=125 98 989 61 43 18 19 5 178 871 29 30 48 448 49 16 104 35 49 18 279 1 45 50 17 114 41 60 169 12 13
internal_value=0.000295022 0.000555911 -0.000246875 5.29743e-05 -0.00163388 -0.000333439 -0.00219674 -0.000409055 0.000102512 0.000820591 -7.44179e-06 -0.000342313 2.25725e-05 0.00155121 0.0023005 -0.00140684 -0.0018195 -0.000825637 -0.00292953 -0.00280188 -0.00331462 0.00120382 0.000821883 -0.000831797 0.000521019 -0.000866515 -0.00140964 -0.000979375 -0.00152769 -0.0010061
internal_weight=462.631 312.286 150.346 123.621 26.7249 12.6455 7.39376 77.1712 51.0154 46.4495 21.7732 71.3447 53.1682 24.6763 16.0529 26.1558 22.2043 15.2232 6.86017 14.0794 12.2512 1.3074 240.941 8.40417 43.0212 9.39885 18.1765 15.7984 12.8231 11.4894
internal_count=4034 1931 2103 1638 465 122 103 1453 1204 185 91 875 573 94 45 249 206 102 67 343 325 46 1056 67 333 155 302 254 194 182
is_linear=0
shrinkage=0.00335508


Tree=238
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 1 1 1 2 2 1 1 0 1 2 0 2 2 2 2 2 2 0 0 0 1 1 0
split_gain=6.67955 7.49822 5.5612 5.41986 4.31307 4.89581 2.90218 4.78213 2.54603 2.38444 3.74243 5.30723 2.34118 4.58967 3.89259 2.28027 2.2604 3.99357 3.96873 2.37461 2.16 3.72993 1.95104 3.46401 3.59102 1.94549 6.25638 2.34588 6.12718 3.55665
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.57944372925000021 0.45368402140000008 0.46280051495000007 0.34512439750000007 0.40509266190000009 39.952536079750011 41.178189531300006 0.39587138110000003 0.39476362980000007 0.53043322055000008 0.42473279245000012 39.952536079750011 0.42018203045000008 41.32819714970001 41.571132012400007 44.421469061800003 47.927946529500012 43.218894539100006 40.636252116050009 0.54228915300000013 0.55974372025000008 0.56341127510000011 0.44805544745000009 0.43837010870000009 0.57537199485000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 12 22 9 6 25 -8 16 -5 -11 -12 13 14 -2 -13 17 -1 -18 -20 -3 -22 23 24 -4 -6 -27 28 -28 -30
right_child=2 20 3 4 5 -7 7 -9 -10 10 11 15 -14 -15 -16 -17 18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.003493313281553835 -0.0030138739199924111 0.00094429627124635997 0.0011568605146308954 0.0007752102510374104 0.0025170787749498958 -0.0021885144044786931 -0.0038589194343484337 0.00080658858920345687 -0.0013923313074523445 -0.0039533179533897279 0.00072423992761009074 -0.0046570269885988719 -0.0024385224015131897 0.0026515868582159536 0.0023910300946911813 -0.00088365980992807845 -0.003894717424822424 0.0013643883973573517 0.0033903306291787156 -0.00036529727870650893 -0.0030355605035818291 0.0013222532409751986 -0.00084823041932854015 0.0022860323653756298 -0.0019333985817593321 -0.0030383589208703762 0.0021232434887554544 0.0025445002406174842 -0.0047416387720537337 0.00090608180014443529
leaf_weight=2.0708487797528532 6.6464378125965613 238.01622453704476 15.265386220067741 4.1825705785304335 7.2762763425707808 8.6991440623532963 3.9952515028417093 6.1630510650575161 18.483076685341075 7.1143713509663966 8.5468588173389417 4.360003311187028 15.510505135171114 3.604962781071662 1.8876783549785612 2.9709734655916691 3.4164499817416063 18.98872422799468 1.989210814237597 28.046926719136536 4.1163841728121024 4.5759029760956764 5.6219434030354014 18.607573732733727 5.6971777826547614 4.4129000101238516 8.499761030077936 9.4999784026294929 3.0668199639767399 2.0543232392519712
leaf_count=132 107 989 52 43 22 871 114 41 302 104 35 49 355 10 7 18 53 79 9 300 50 17 38 51 30 27 39 30 40 20
internal_value=0.000334642 0.000608202 -0.000234437 6.15124e-05 -0.00045349 9.24558e-05 0.00053371 -0.00102835 -0.000326983 -0.00153168 -0.00195133 -0.0010543 -0.00158345 -0.000490907 -0.00181835 -0.00312782 3.42379e-05 0.000886717 -0.000502427 -0.000116572 0.000884902 -0.000741465 0.000982779 0.00124292 0.000316994 0.000989552 0.000585877 0.00127761 0.000394004 -0.00247608
internal_weight=473.388 319.704 153.684 126.034 80.8423 53.6675 44.9684 10.1583 72.9952 27.1748 22.9922 15.8778 27.6496 12.1391 8.53412 7.33098 54.5122 21.0596 33.4526 30.0361 246.709 8.69229 45.1921 39.5701 20.9626 34.8101 27.5338 23.1209 13.6209 5.12114
internal_count=4034 1931 2103 1624 1453 1204 333 155 875 249 206 102 479 124 114 67 573 211 362 309 1056 67 171 133 82 178 156 129 99 60
is_linear=0
shrinkage=0.0033216


Tree=239
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 1 2 1 0 0 2 2 2 2 2 1 0 2 2 0 0 2 0 0 0 2 1 2
split_gain=1.19947 3.41613 3.0377 1.58895 1.95547 1.95812 3.53054 4.82943 3.19597 2.69122 3.37504 2.74149 1.82152 1.75643 2.50081 2.55384 2.08643 8.17228 1.69396 1.31961 2.93742 2.7489 2.67865 1.86805 2.05834 6.28533 3.62138 3.48984 3.30497 1.76431
threshold=0.37078231190000005 0.36945001650000003 0.49485045360000007 0.47883296910000012 0.36533337325000009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 0.47976108500000009 0.49949103320000005 41.919251152600005 40.94178426300001 40.563919884450009 40.241071441700008 38.625745710700009 0.34569324270000007 0.4784437592000001 41.872294782850005 41.741384785950011 0.4778150355000001 0.47769527860000011 47.927946529500012 0.45798030000000006 0.47396784530000008 0.37331217625000007 42.719328117250008 0.34542378970000004 41.571132012400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 18 5 13 7 8 12 -8 -11 -12 -7 14 15 16 -5 -18 19 20 29 22 23 24 26 -26 -21 28 -27 -1
right_child=2 -3 -4 4 -6 6 9 -9 -10 10 11 -13 -14 -15 -16 -17 17 -19 -20 21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.001818635550012878 -0.041726927337852278 0.020374203094903655 -0.00049325004052462671 0.011045105849943332 -0.0087457712120780785 0.00052409859108339173 0.016108562882576487 -0.022736956248818781 0.010951896961415181 0.021235637259742108 -0.0060318050468749626 0.014843105270969539 -0.016487401898119754 0.015897531750875753 -0.0105076072514051 0.019552396489820878 0.01002307484667757 -0.027502833874918389 -0.014773935213809727 0.019059539716745091 0.022126877435865659 -0.029274298630089336 0.024252734533599208 0.0034833250933965286 0.026226319882315274 -0.016649339593504127 -0.026068853663482494 -0.026877441130738523 0.017116679143752384 -0.01944998475665434
leaf_weight=40.671669484698214 1.0032476854976256 5.4418884404003611 175.67668066953775 12.712208081036808 7.2722256630659095 8.1570922285318428 10.727088160812853 6.5357109904289237 9.3523999676108343 4.2663491219282177 17.178551055490974 4.4154942631721488 6.1744996234774581 10.6704750880599 5.0092092789709559 7.5138348564505568 10.122698672115801 4.7656978592276564 4.7039157524704924 1.1986249536275888 3.8881626576185218 2.1695588640868655 2.0633864551782599 13.313525520265101 3.2490912675857535 3.2756550461053831 5.7821256848983467 4.6032107369974256 3.199094895273447 2.3008595881983629
leaf_count=430 32 30 2332 56 39 34 72 45 34 22 80 26 35 49 24 37 35 32 31 13 16 28 5 54 22 35 245 104 15 22
internal_value=0.000723591 0.00188498 -0.000727389 0.00141764 0.00314499 0.00388029 0.00122167 -0.00475524 0.000206899 0.00615835 0.00203093 -0.00176336 -0.00680499 0.00737705 0.00511112 0.00733919 0.00401433 -0.00198877 -0.000967939 -0.000210286 0.00245938 -0.00343007 -0.00190162 -0.00346039 -0.00779895 -0.0026726 -0.0183201 -0.0111485 3.4038e-05 0.000679859
internal_weight=397.414 220.734 176.68 215.292 124.874 117.601 66.8072 30.2197 23.684 36.5875 25.8604 21.594 14.3316 50.7941 40.1236 35.1144 27.6006 14.8884 90.4189 85.715 46.8607 38.8543 36.6847 34.6213 21.3078 14.3271 6.98075 11.078 6.47475 42.9725
internal_count=4034 1670 2364 1640 620 581 348 148 103 200 128 106 69 233 184 160 123 67 1020 989 468 521 493 488 434 176 258 154 50 452
is_linear=0
shrinkage=0.0236291


Tree=240
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 2 2 0 2 1 1 0 1 0 1 2 1 0 2 2 1 2 0 1 1 1 0 2 1
split_gain=4.9964 5.51358 5.00999 4.36681 3.63817 3.30739 3.5018 3.21659 3.17139 3.66269 3.14939 4.92574 5.88248 3.1057 2.96216 2.3086 2.27609 7.38857 2.18099 2.15058 2.41114 2.54984 2.14338 2.74735 1.70614 1.6619 1.93075 2.57826 1.93988 1.56149
threshold=0.39091643965000006 0.47736594710000008 0.53475943835000017 43.89540535710001 0.54499865270000014 0.4349121284000001 42.094663496250007 40.636252116050009 0.5718990449500001 40.00488309970001 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.43929822460000006 0.54228915300000013 0.41988263825000011 39.952536079750011 0.40509266190000009 0.57402472980000019 36.728658719300007 48.96897326980001 0.40667944075000007 44.421469061800003 0.50889194935000015 0.3979222179000001 0.3055746834000001 0.34452561300000012 0.45350438610000005 48.96897326980001 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 10 4 7 6 16 14 -7 -10 11 12 -2 -11 -4 -9 17 -6 -15 -12 -21 -22 -3 -24 -5 -1 28 -28 -27 -29
right_child=2 22 3 24 5 8 -8 15 9 13 19 -13 -14 18 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0038870908412857196 -0.0044106293639861486 0.00090447335678227976 0.00086819113210420435 -0.0006516933423859055 0.004784843315741809 0.00083178993884400372 -0.0053099298593021335 0.00097696754221809575 -0.0039854597784941236 0.0054295840339609203 0.00083673186965314774 0.0023552699869555287 0.0035630799250919274 -0.0053420693953942751 -0.0022791159980166736 0.0033783025430177607 0.00011060631857314529 -0.0043251083508041386 -2.2202889634983423e-05 -0.0042170201800514392 0.005981811498715974 -0.0038875347809762557 0.00088722532233342227 -0.003605657668053144 -0.0040092187059442511 0.00054230847862255459 -0.004145965025310421 -0.003035727163154926 -0.0017064798222006913 -0.00022612232701102363
leaf_weight=1.7872726237401355 5.2337375581264514 228.0214811284095 15.931886449456217 3.7601099163293821 1.553511306643492 36.760825168341398 2.8865446466952553 12.347739771008493 4.5841328240931025 1.2945756316184986 1.765018681064247 5.2096777986735106 1.7104657590389249 1.2439195998013 5.6424044817686072 10.175299301743506 11.980501145124434 6.1564223766326904 7.8507603001780808 10.316890317015348 0.70948427915573009 0.75069656502455473 4.288870431482791 3.399551697075367 4.8019354869611561 38.640610117465258 3.2593069490976658 3.1852843239903477 6.2029612064361563 20.461381546687335
leaf_count=125 98 982 61 37 3 179 28 44 385 2 18 19 5 16 30 25 57 104 283 279 1 45 21 38 384 345 140 33 33 214
internal_value=0.000287946 0.000560718 -0.000264591 3.96095e-05 0.000225758 -0.000278277 -0.00147035 0.00107514 0.000241948 -0.00120616 -0.00176772 -0.0003883 -0.00244658 2.0174e-05 4.50642e-05 0.00206183 -0.000907485 -0.0024895 -0.000749825 -0.00300574 -0.00358161 0.000907862 0.000839112 -0.00109937 -0.00253473 -0.000331627 -0.000243061 -0.00103358 0.000231246 -0.000604585
internal_weight=461.913 309.247 152.667 126.971 118.409 74.3112 22.577 44.0973 51.7342 14.9734 25.696 12.1539 6.9442 10.3893 21.5743 22.523 19.6904 7.70993 9.09468 13.5421 11.7771 1.46018 235.71 7.68842 8.56205 73.5368 71.7495 26.906 44.8436 23.6467
internal_count=4034 1931 2103 1638 1217 1057 192 160 865 686 465 122 103 301 91 69 164 107 299 343 325 46 1041 59 421 890 765 387 378 247
is_linear=0
shrinkage=0.00373278


Tree=241
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 1 2 1 2 2 2 0 0 2 0 1 1 1 2 0 1 2 2 2 2 2 2 2
split_gain=5.66932 7.07829 4.62417 4.28353 4.42422 3.72614 3.4351 3.20064 2.54549 2.6816 2.34663 2.24723 4.06673 3.00074 2.57569 2.26346 2.16611 6.25738 3.79852 6.3291 3.27761 5.01261 3.52282 5.41526 3.95951 2.62926 3.4809 3.43608 2.08179 2.14481
threshold=0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39587138110000003 0.57944372925000021 0.52453519355000011 0.34512439750000007 37.198331469900005 0.3975479776000001 42.599563320500003 39.952536079750011 41.32819714970001 0.47396784530000008 0.42018203045000008 41.571132012400007 0.53544804050000006 0.39591628995000006 0.40509266190000009 0.41714319930000004 40.80591513400001 0.54228915300000013 0.44805544745000009 39.952536079750011 39.458743938000005 40.890797847750008 41.827117825850003 41.243661560350013 40.413896136950008 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 6 8 -5 11 9 -4 16 13 -13 14 -1 -14 17 -10 -18 -20 21 -21 23 -23 -24 -22 27 -27 -9 -30
right_child=2 -3 5 4 -6 -7 -8 28 10 -11 -12 12 15 -15 -16 -17 18 -19 19 20 25 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0038407893381141953 -0.0056404036091746964 0.00091403217733363731 0.0011624508675705349 0.003532886972874438 -0.003973684135717183 -0.0024081483895945482 -0.0017719494816506452 -0.0047563883329289226 0.0014932421538585406 -0.0023696050396953957 -0.00076655631496680334 -0.004251637041706227 0.003634087435455971 0.0033677362683671424 0.00073773955944243352 -0.00036210635067689654 0.0027115798394965495 -0.0044197981611761054 -0.0035463563896056464 0.0024954817839030778 0.0035968886020114129 -0.0040480702853223404 0.002107502290860601 0.00028965875520118824 -0.0019063435888332717 0.0013352710100088825 0.0024007079288388003 -0.0027246815731344315 0.0015725762352449197 -0.0018326475615287449
leaf_weight=1.8685424849391008 3.6679803496226659 237.6781001817435 4.0291847065091124 3.2070602066814882 4.2408552709966898 8.4219319713301939 3.3404601365327835 2.5530081596225527 5.4760252423584443 10.112885484471915 23.029264833778143 3.5160200884565702 2.0399955976754454 5.3523734584450713 13.888306574895976 27.655932556837797 11.200196564197539 4.2690539509057999 5.0175732858479014 8.3812762275338155 6.906009957194331 7.866561710834505 8.8362082652747613 7.5701691135764122 5.2524931319057933 6.4435331784188765 12.008669599890707 4.9337408430874348 3.0417703073471811 13.409450395964084
leaf_count=132 49 1041 16 21 190 879 49 48 28 115 312 53 9 17 62 300 30 55 34 22 20 87 40 31 42 23 41 34 60 194
internal_value=0.000322647 0.000607247 -0.000251316 -0.00222253 -0.00106047 -4.74123e-05 0.000826428 -0.000387172 0.000103974 -0.0013633 0.000281037 6.52591e-05 -0.000528415 0.00099931 0.00019479 -8.75833e-05 0.000537249 -0.0010971 0.00072592 0.000422165 0.00071414 -3.35123e-06 -0.000712686 -0.00192085 0.000611076 0.00161199 0.00102584 -0.000425322 -0.00168039 -0.00120303
internal_weight=465.215 311.003 154.211 14.4564 10.7884 139.755 6.54752 73.3254 131.333 14.1421 117.191 54.3212 33.2119 21.1092 15.7568 29.6959 94.1615 9.74508 84.4164 73.2162 68.1987 37.9067 29.5254 15.4367 14.0887 30.292 23.3859 11.3773 19.0042 16.4512
internal_count=4034 1916 2118 309 260 1809 70 875 930 131 799 573 362 211 194 309 487 83 404 374 340 222 200 118 82 118 98 57 302 254
is_linear=0
shrinkage=0.00366117


Tree=242
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 1 1 1 2 0 2 2 2 1 1 0 1 0 2 1 0 1 1 2 1 0 0 1 1
split_gain=9.09465 8.50939 6.59295 5.08832 3.41659 3.23567 5.61562 5.44312 3.01905 3.07653 5.65546 3.85629 3.5326 2.94707 2.63805 5.09093 4.15537 2.18052 2.85473 3.73479 2.04971 3.1267 2.99489 4.18098 2.6747 2.28624 2.61094 4.51441 2.6922 5.2307
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.54499865270000014 43.525909308350002 38.625745710700009 0.40509266190000009 0.41911918805000009 0.34551360740000009 41.898943182100005 0.42018203045000008 48.226196960950006 48.96897326980001 42.686561923500008 0.39587138110000003 0.39476362980000007 0.53043322055000008 0.32388251845000005 0.47396784530000008 38.400997490450003 0.45280081435000008 0.56065686655000013 0.4591329601000001 0.4662734648500001 42.522337019050006 0.43590012275000006 0.55974372025000008 0.5654770815500002 0.43837010870000009 0.4445375887000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 14 -4 5 6 -5 -7 9 10 -1 -11 -13 -10 15 16 -2 -12 19 -19 25 -22 -23 -24 -25 -9 -27 -28 -29 -30
right_child=2 -3 3 4 -6 7 -8 20 13 11 17 12 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 24 -26 26 27 28 29 -31
leaf_value=-0.0033691387913197426 -0.0029964588476261056 0.00092166323129279945 0.00087510014425512051 0.0041169488755568332 -0.002660034402652907 -0.004415609857383102 -0.0023392777822458465 -0.00046791072902091193 -0.0040881798974954009 -0.0018602855486680411 0.0025409314741395572 0.002055251659225018 -0.001293064908892882 -0.00069470644089394864 -0.0025175897081406765 0.0026009460023221622 0.0023228549661507857 0.00071713733934693821 0.0015720553668452392 -0.0030000321569964516 -0.0074243575314349381 -0.0030176215998932686 0.0024984471492512815 -0.0035348613171364736 0.0024726041093980893 0.0028824741385381986 -0.0020347526652386523 0.0030413054229704475 -0.003273470054123713 0.0017305889728052282
leaf_weight=3.4088540272787204 7.2499602194875497 250.54252368211746 45.198127949610353 1.576063647866248 6.8507555490359655 2.7089518755674353 12.989338114857672 14.038735726848243 3.8849262557923785 16.169558207504455 7.4341377913951865 7.0420075505971891 6.1653799116611481 8.5370473973453027 16.968160964548588 3.7317683845758429 1.9426804631948469 8.2242063395679015 13.820153079926966 4.2913834974169722 0.71351569145917793 3.4700952274724832 4.9539719680324179 2.927048582118005 1.0507643166929481 6.7339823842048672 5.2521538361907032 6.4391077235341099 2.9490160495042792 8.3492827787995321
leaf_count=223 107 1041 171 3 414 25 420 82 69 286 21 19 33 113 355 10 7 38 46 42 6 47 28 249 38 17 28 20 28 48
internal_value=0.000326017 0.000630244 -0.00031622 6.84993e-06 -0.000477618 -0.000275989 -0.00164068 5.75955e-05 -0.000294232 -2.1407e-05 0.000595888 -0.000802641 0.000492214 -0.001756 -0.00168016 -0.000580724 -0.00187233 0.000996133 0.000560062 -0.000557417 0.000270644 -0.000849397 -0.000471121 0.000518222 -0.00194795 0.000606316 0.00111368 0.00059558 0.00137444 0.000424459
internal_weight=485.614 329.52 156.093 126.201 81.0028 74.152 14.5654 59.5866 78.9777 66.5557 37.1787 29.3769 13.2074 12.422 29.8926 12.9244 9.19264 33.7699 26.3357 12.5156 56.8777 13.1154 12.4019 8.93178 3.97781 43.7623 29.7235 22.9896 17.7374 11.2983
internal_count=4034 1931 2103 1624 1453 1039 423 616 890 708 370 338 52 182 479 124 114 147 126 80 591 368 362 315 287 223 141 124 96 76
is_linear=0
shrinkage=0.00322997


Tree=243
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 2 0 0 2 2 0 1 1 0 2 0 0 0 1 0 1 0 2 1 1 2 2 0 1 1
split_gain=1.39121 1.09344 3.25439 1.92109 3.09068 1.86232 2.7547 3.17708 2.47277 3.09781 1.62948 4.20845 3.36636 2.13861 1.5444 1.34314 2.5536 2.95736 2.88146 2.20024 1.09134 3.44489 1.79899 1.16252 4.09899 1.81048 3.37916 3.94452 3.278 2.81983
threshold=0.4662734648500001 43.680097826700013 0.42018203045000008 47.709122305950011 45.295823381400005 49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 0.37331217625000007 0.34524415440000006 0.34527409360000011 0.47565941140000007 43.384297312450009 0.47769527860000011 0.4778150355000001 0.48637765340000011 0.36160593995000007 0.53866650695000018 0.32388251845000005 0.45589952400000006 34.466665687600006 0.39091643965000006 0.39382054430000007 39.420767558750008 39.792680591700012 0.4764977096500001 0.34524415440000006 0.38552737940000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -5 -7 -8 -9 -10 -3 -12 -13 -14 20 -15 -17 -18 -19 -20 -4 22 -22 25 -25 -23 28 -28 -27 -29
right_child=-2 3 14 5 -6 6 7 8 9 -11 11 12 13 15 -16 16 17 18 19 -21 21 23 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.021279065657308752 -0.013236949762373331 0.022487941240710109 0.0091312675756321359 0.0063376291662568035 -0.022451775840632435 -0.028392284733261195 0.023696656313100785 -0.027064741157966185 0.021428678666380645 -0.021568742332651186 -0.027766933702439822 0.027734247358459588 0.025175807070242546 -0.02426048780252707 0.010261477737438855 0.026718716570920141 -0.036673731962127316 0.017392436153697156 -0.021939389289106145 0.0039939198817949707 0.00073201483539648128 0.0050367079988845155 -0.027327649624175335 -0.022885419328221999 0.00023079701554758452 0.0037562568703673827 -0.013634962164406315 0.0019850909965593404 -0.018940887929911748 0.018736795367990534
leaf_weight=2.699179151095449 2.9964012054260811 1.0162990428507388 7.1466459408402434 14.829626352060588 4.1721414632629594 1.793361209332941 1.7938301563262937 1.8429715754464266 1.6883689807727935 1.2213558128569273 2.7196702146902707 1.6540018320083607 1.0138411689549673 1.4814525637775648 8.1069953152909857 1.0720380544662464 1.2171016335487346 2.2568037956953049 3.0428821763489395 2.53765998641029 1.4932471117936064 63.684271153993905 2.7389564905315638 3.3446630444377652 108.20173521060497 4.4601692482829076 6.7032994925975791 132.31041470915079 6.7857253775000572 4.3910866379737845
leaf_count=298 757 5 30 70 171 15 4 31 9 102 70 3 6 24 55 2 9 11 128 72 21 283 66 82 829 17 110 700 42 12
internal_value=0.000723793 0.000829052 0.00121623 -0.00217649 -0.00650215 0.00196515 -0.00580979 0.00037648 -0.00842535 0.00338053 -0.00280767 -0.0043203 0.000146498 -0.0034687 0.00139002 -0.00597052 -0.00329479 -0.00684836 -0.00221662 -0.0101466 0.00117927 0.00100918 -0.0174274 0.00124571 -0.000462331 0.00211835 0.00091658 0.00176789 -0.0099391 0.00252318
internal_weight=400.416 397.42 352.066 45.3534 22.1839 23.1695 8.33989 6.54653 4.7527 2.90972 18.0118 16.9955 14.2758 12.6218 349.367 11.6079 10.1265 9.05445 7.83735 5.58054 341.26 334.114 4.2322 329.881 111.546 218.335 154.651 143.405 11.2459 136.702
internal_count=4034 3277 2545 732 501 231 161 146 142 111 330 325 255 252 2247 246 222 220 211 200 2192 2162 87 2075 911 1164 881 822 59 712
is_linear=0
shrinkage=0.0205657


Tree=244
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 0 0 2 2 1 0 2 0 0 2 1 1 1 1 2 1 2 2 1 0 0 1 0 0
split_gain=1.2213 2.22761 2.66993 1.87055 2.83116 1.84031 2.86122 1.69189 1.87579 1.62366 1.78333 1.58895 1.27452 1.88084 2.4403 2.79653 1.25522 1.24666 2.01606 4.34317 2.17119 1.21908 1.12608 1.2086 1.09885 4.56444 5.15878 3.01003 1.48384 2.1362
threshold=0.54646567465000018 0.55481871800000016 0.42953803780000005 0.42209814075000007 39.184300550350009 0.4301667614500001 0.55769288345000012 0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.57152480465000022 41.827117825850003 0.55677973715000018 0.5654770815500002 42.558389508100007 0.43929822460000006 0.46280051495000007 0.43590012275000006 0.44805544745000009 39.458743938000005 0.43401395170000007 42.536568606950006 42.402981339000007 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.41988263825000011 0.5398790455000001 0.53833717555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 4 -2 6 -3 11 -9 16 -11 12 17 -14 -15 -16 -10 18 -7 -20 -21 24 23 -12 27 26 -26 28 29 -1
right_child=1 5 -4 -5 -6 7 -8 8 9 10 22 -13 13 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011470461063243825 0.011890971076698252 0.0019105334930032952 -0.04183060020268143 0.0085397639373722359 -0.036452165119596459 0.010627639463879179 -0.034368033777372048 -0.029168381978186195 0.036092540857765205 -0.034067517629879612 -0.028316361665166677 0.024383525392452945 0.032552697157147828 -0.020079601944133114 0.037283728422948574 -0.0031142617470459148 0.0014543313308813699 0.011305989564662012 -0.039792158630176905 0.010578922557702012 -0.017661093482142055 0.018539772504788672 -0.028209721736785948 0.025776993790495421 -0.027005291039325422 -0.033108142577787221 0.02916822010242159 0.019728180384938263 -0.0080124355422839799 0.012979517286297558
leaf_weight=292.46177356631961 1.4080632254481296 3.7697493974119416 2.1606539692729712 3.2348495479673147 2.6155538484454155 4.6162810791283944 2.9109456762671471 2.4303705174243069 1.0903417468070968 1.818981159944087 0.40456332371104542 2.8162012770771971 2.3285103440284711 2.1971204895526171 2.2857787311077118 2.9861125955358148 2.8740869697649032 4.7652682475745669 2.9245995357632628 5.0324230641126615 3.4791693203151226 3.1506177405826739 0.67981782159768034 1.3652038804721085 1.9945692159235457 3.4014888741075993 3.2447958812117577 6.7893981635570517 12.600607845932243 12.001385126262901
leaf_count=2334 17 31 27 22 39 36 67 389 2 67 116 14 6 20 5 73 97 23 30 28 30 61 283 10 50 22 9 20 66 40
internal_value=0.000875246 -0.00273013 -0.0150073 -0.00702277 -0.0195345 -0.000452643 -0.0138969 0.00158427 -0.00794941 -0.00168559 -0.0134496 0.00462515 0.00280764 0.0109829 0.00425833 0.0144014 0.0109809 -0.00103989 -0.00470484 -0.0108939 -0.00096437 0.00152184 0.00186057 0.0134114 0.00136058 -0.00831353 0.00778358 0.0016187 0.00123091 0.00161346
internal_weight=395.839 60.1946 9.41912 7.25847 4.02362 50.7755 6.6807 44.0948 10.6634 8.23299 4.26857 33.4315 30.6153 9.79752 7.46901 5.27189 3.96443 20.8177 16.0525 11.4362 8.51159 335.645 2.44959 1.76977 332.494 8.64085 5.23937 323.853 317.064 304.463
internal_count=4034 1432 105 78 56 1327 98 1229 964 575 476 265 251 104 98 78 99 147 124 88 58 2602 409 126 2541 81 59 2460 2440 2374
is_linear=0
shrinkage=0.0274876


Tree=245
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 2 0 1 2 1 0 1 0 0 0 1 2 0 1 0 2 2 0 1 0 0 0 1
split_gain=1.16375 0.94142 1.33055 0.918358 3.29449 1.82673 3.3266 1.79472 2.92153 1.68516 4.97122 1.64248 1.81114 3.75817 3.37973 2.42247 2.36006 3.11435 2.73752 4.17219 5.69505 2.17795 1.74475 2.17804 2.50644 5.90801 3.22036 1.57024 1.51063 2.16481
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 43.680097826700013 0.53158588065000012 0.37473428940000003 47.927946529500012 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 0.53475943835000017 0.3975479776000001 41.385032804600009 0.52688542260000015 0.39045238170000002 0.52453519355000011 40.750688432250008 40.890797847750008 0.53866650695000018 0.41911918805000009 0.55677973715000018 0.54386096225000014 0.54228915300000013 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 9 11 -9 -5 -11 -7 -13 -14 -15 -16 17 18 19 20 -17 -20 28 -24 -25 -26 -27 -10 -18 -30
right_child=1 2 -4 5 -6 7 -8 8 27 10 -12 12 13 14 15 16 22 -19 21 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=0.0013281019342581534 -0.024778920066224598 0.029660531386144998 -0.023350690068349084 0.008136087355514009 0.019846704883752883 0.0097695991808252388 -0.028460847622695559 -0.028684127668491377 0.0043996118054512815 -0.036545773886414896 0.018347693269523527 -0.015575975693015378 0.016560828515496871 -0.021060161285254266 0.01519339659927999 0.0095819056311141574 0.0041668326942946631 -0.025919172486882771 0.0072079326176190438 0.015188758712980749 -0.035192066524329768 -0.028184412070205122 0.017743960228262242 0.017654632277302983 -0.023307594910612881 0.012186634822836915 -0.0034328069255477006 -0.014943220319143169 0.015835014297532493 -0.0060851607747268825
leaf_weight=211.95382043824065 1.7351114540360861 0.51390969753265359 0.50747120752930641 4.5412674918770772 5.3104865066707125 10.416500627994536 3.4599008816294363 2.8968809701036653 6.6169352112337929 2.0812176140025263 1.553996544331312 3.8128832336515179 7.5592975318431845 4.0903981439769259 5.6908761002123347 3.2807990461587959 16.181699022650719 3.946496168151497 1.3001553714275349 6.6672762893140316 2.874121923930943 3.3630740586668253 5.9006435871124259 5.1605194658040991 4.8933859169483176 14.124374173581602 14.351457700133322 3.4399128018412739 2.628781519830226 32.077674665488303
leaf_count=1640 479 1 277 17 30 36 54 181 48 65 7 22 22 28 21 11 63 85 5 30 47 69 22 18 34 51 112 179 8 372
internal_value=0.000669437 -0.0143665 0.003322 0.000775663 0.00178074 -0.000487234 -0.00937328 0.000153919 -0.00813557 -0.00129632 -0.0130797 0.000877891 0.00020626 0.000655029 -0.00029522 0.000398474 -0.000322689 -0.00728572 -0.00308012 0.00246117 -0.0113259 -0.0183167 0.00124292 0.00460535 0.00259324 0.000264008 0.00431463 -0.00221654 -0.00169282 -0.00442485
internal_weight=392.931 2.75649 1.02138 390.175 217.264 172.911 11.6364 161.274 12.9537 8.17648 3.63521 148.32 137.904 134.091 126.532 122.441 116.75 21.4319 17.4854 12.8222 6.15492 4.66323 95.3185 44.4304 38.5297 33.3692 28.4758 10.0568 50.8882 34.7065
internal_count=4034 757 278 3277 1670 1607 143 1464 408 89 72 1056 1020 998 976 948 927 247 162 88 58 74 680 237 215 197 163 227 443 380
is_linear=0
shrinkage=0.0232224


Tree=246
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 0 1 1 1 1 0 2 1 0 0 0 0 1 2 1 1 2 1 2 1 1 0 0 2 0
split_gain=0.945939 1.26623 1.3658 0.936037 2.39259 2.37749 5.05067 1.33053 2.67377 1.66496 4.35469 1.43797 2.94395 2.77815 1.88487 4.40055 1.60634 1.56374 2.90642 2.25025 4.32424 2.95499 2.11321 2.10094 3.06569 2.95201 1.96143 1.68176 3.52408 2.47953
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 0.43780126340000008 0.32388251845000005 0.44284602260000011 0.33204095685000007 0.37078231190000005 0.36945001650000003 0.37413550490000008 0.5054040298000001 38.400997490450003 0.36239932935000002 0.49949103320000005 0.49053920540000012 0.48637765340000011 0.50008981770000005 0.34584293880000011 40.664404858950007 0.34551360740000009 0.34560342505000002 42.198888176300009 0.34542378970000004 42.957059535450007 0.36042334060000009 0.34623214870000002 0.46495613905000005 0.47883296910000012 40.563919884450009 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -7 8 11 10 -9 16 13 14 15 17 -8 19 -19 22 -21 -22 27 -20 25 -25 -27 29 -29 -13
right_child=1 2 -4 5 -6 6 7 9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 23 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0014524436861795031 -0.023662471435351426 0.015361794911860328 -0.023567300429170122 0.021883643832283681 -0.027430075817304621 -0.030792401625625593 0.0097679512494312521 0.0081642700076151667 0.019163263468550414 1.6776991149552351e-05 -0.032335079910091803 -0.00048911722336599385 -0.018708382315875165 0.017374497501194328 -0.0082199631872995615 0.015432308503811679 -0.0052091626508957711 -0.017936189501140492 0.010726176296514393 -0.027794868121233843 0.0056555198596878551 -0.0158444830370938 0.011801775925568055 -0.040088659615747133 0.023968116001841667 -0.02452593681738971 0.009683948482592979 0.015063385212508293 -0.0016426796534463215 -0.014854191375042462
leaf_weight=21.273104113060985 1.982021803036331 1.3926612609066071 0.730651011224836 2.8784075416624537 2.0685860425001001 2.6636806577444068 20.879756856709722 2.738481178879737 4.9346986524760714 162.24007808347233 2.914055660367012 25.020622337237 3.87685577943921 5.7424117326736441 10.86069395393133 11.468736462295054 4.6572377420961848 2.6907298564910915 21.47927970439196 4.4980581104755428 9.5654649809002859 5.2731476221233597 8.3079755622893554 1.4612853545695532 1.6333470419049261 1.3409257149323823 2.6572049036622047 9.4480180814862234 23.205385096371174 8.5805220231413823
leaf_count=329 555 10 314 15 170 53 117 10 30 1442 33 168 30 39 60 47 20 16 142 33 33 49 42 18 5 54 14 34 101 51
internal_value=0.000603121 -0.0104072 0.00196594 0.000720723 -0.00375463 0.00101008 0.000842315 0.00107936 0.00241405 -0.00041185 -0.0127144 0.00196153 0.00113663 0.00163871 0.00102606 0.00176102 0.00703654 0.0005083 0.00497528 -0.000978936 -0.00798874 -0.00198486 0.00083895 0.00713294 -0.0037486 -0.0120409 -0.00178964 -0.000535731 0.0031911 -0.00415744
internal_weight=388.464 4.10533 2.12331 384.359 23.3417 361.017 358.139 355.475 187.582 167.893 5.65254 182.648 157.111 153.234 147.491 136.631 25.537 125.162 31.2628 93.8992 19.3367 14.8386 74.5625 28.572 7.09276 5.45942 3.99813 66.2545 32.6534 33.6011
internal_count=4034 879 324 3155 499 2656 2641 2588 1103 1485 43 1073 936 906 867 807 137 760 249 511 115 82 396 233 91 86 68 354 135 219
is_linear=0
shrinkage=0.0230596


Tree=247
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 1 2 1 2 0 2 2 2 1 0 2 0 1 0 0 0 2 1 2 2 2 0 0 2
split_gain=4.30231 5.67384 3.37543 3.66999 3.90166 2.81166 2.64134 2.43499 2.51502 2.29697 2.30128 2.40548 1.98253 4.21231 3.48847 5.29096 2.40058 3.71824 2.32663 3.11795 2.31657 3.16809 2.14034 2.99622 1.96302 1.84472 2.0204 2.8892 3.15081 3.13766
threshold=0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 0.34512439750000007 37.198331469900005 0.3975479776000001 42.599563320500003 0.55769288345000012 43.077238082650005 41.827117825850003 41.289992964000007 0.39591628995000006 0.53544804050000006 40.844669808050007 0.54228915300000013 0.43401395170000007 0.56188437470000008 0.56719858685000013 0.57799167690000008 40.890797847750008 0.42290649980000011 41.385032804600009 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 -1 8 -4 12 11 -11 13 14 -9 -16 17 -17 -15 -20 -19 -22 -18 -24 -7 -8 -27 28 29 -28
right_child=2 -3 7 4 -6 24 25 9 -10 10 -12 -13 -14 18 15 16 22 20 19 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=6.4460095324310771e-05 -0.0059132048904868744 0.00091106942639038733 0.0011020580153339305 0.0038667083019003896 -0.0043091544477164559 0.0016995159439009704 -0.0050714291862366664 0.0037694423445618166 -0.0026192764076826722 -0.0040042596431408206 -0.0029086224280524121 0.00048463425378074035 0.0015194788335223125 -0.0060247151665962992 -0.0048159155960697383 0.0017471658983566403 0.0040189501986032713 -0.0014846646333530839 0.0029799299186873281 -0.0050492630648130924 0.0017971443702767438 -0.004151779042379896 0.003111272160600754 -0.0016804382675020054 -0.00495075986168712 0.0018288681826956435 -0.0045579695677966251 -0.0073991653750610118 0.0024343573550007873 0.00038893568186478016
leaf_weight=50.809203639160842 3.196741997729986 231.69481710717082 4.0129737854003897 2.8764542788267118 3.4287261315621436 1.3706326000392439 2.2946790552232441 4.5649636536836615 10.453577426029367 2.2174150496721294 6.9226369420066467 13.576632109470664 20.719037375412881 2.5485287755727759 3.2464097626507273 13.542268685996531 4.8984428914263836 21.879565790295601 1.6110003069043162 1.4832100227940825 8.6216035494580847 1.7134349928237487 4.1248044967651349 4.2105021516326815 1.4675094000995157 2.8151966035366049 4.847744879312808 1.367570377886296 2.7877319008111963 3.543731726706028
leaf_count=573 49 1041 16 21 190 17 48 12 328 20 451 149 163 25 44 40 20 166 5 66 44 199 12 49 32 60 113 12 13 56
internal_value=0.000340876 0.000612427 -0.000230366 -0.00222781 -0.000939306 0.00108258 -0.000398208 -4.12654e-05 -0.00158699 0.000151703 -0.000987589 -0.000145587 0.000429504 0.000117773 0.000397812 0.00015051 0.000423826 -9.67646e-06 -0.00319749 -0.000868865 -0.000748212 0.000810879 0.0019227 0.000690784 -0.00173912 -0.00172959 -0.00123041 -0.00191684 -0.00124618 -0.00246888
internal_weight=442.848 300.161 142.687 12.3401 9.14332 5.7146 68.4659 130.347 14.4666 115.88 22.7167 15.794 93.1638 72.4447 66.802 62.237 58.9906 45.7569 5.64274 3.09421 32.2146 10.335 13.2337 8.33531 2.83814 17.6567 15.362 12.5468 11.1792 8.39148
internal_count=4034 1916 2118 309 260 70 875 1809 344 1465 620 169 845 682 586 574 530 449 96 71 409 243 81 61 49 302 254 194 182 169
is_linear=0
shrinkage=0.00399587


Tree=248
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 0 0 0 0 2 0 2 2 2 2 1 1 0 1 0 0 1 2 0 2 0 2 0 2
split_gain=1.089 0.983582 2.51876 2.21167 1.50611 5.13498 1.71035 2.13044 2.04512 1.44601 4.41758 3.25495 3.04502 1.67231 2.24631 1.15041 1.64709 3.96606 3.15881 2.66998 1.61419 1.58248 6.17027 2.94333 1.46578 3.60776 2.99951 1.65752 1.58097 3.86842
threshold=0.3055746834000001 0.5231430197000001 32.724174661450007 0.52284362740000012 38.400997490450003 38.748048509250005 0.45589952400000006 0.44284602260000011 0.42018203045000008 0.52770875125000016 38.748048509250005 0.52366695610000014 36.957836847500012 39.952536079750011 42.719328117250008 39.011793722550003 0.37286308795000006 0.37473428940000003 0.5017514446000001 0.36204005870000006 0.5054040298000001 0.5223196910500002 0.38906020780000011 40.750688432250008 0.48537468940000006 41.319407281650008 0.48386275860000011 40.316494640950005 0.48244064550000004 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 8 -2 10 12 -12 -4 -13 -15 -7 18 -18 19 24 -20 22 23 -19 26 27 28 -26 -17 -30
right_child=1 2 9 -5 5 15 -8 -9 -10 -11 11 13 -14 14 -16 16 17 21 20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.024707232378624953 -0.025014170128194315 -0.034016103039598844 -0.0077339407229881935 0.02301267864620719 -0.030684357088380999 0.011148683523494232 0.0071148166012579492 -0.034660077613397074 0.013091972913144493 0.0001979653845673487 0.026515135703330861 -0.03236359620617936 -0.05209401805267394 0.00580576747500586 -0.029581184198758475 -0.0004762375274568169 -0.032537357590988684 0.018831195033258582 0.022174143357182076 -0.021945689088699597 0.001575438430501427 0.013814016092526801 -0.037305386621201066 -0.0075541108573179104 0.0032477090966494164 -0.00080907827415021151 -0.019988802658609462 0.022433740066636444 -0.0025232428514248614 0.020714732146842513
leaf_weight=0.98137808311730523 1.184761040261946 1.3257641926757049 1.71532654762268 2.7654134612530461 3.0228836368769398 6.2211367115378371 38.896810792386532 1.2773993404116479 2.636894891038537 118.3862908006995 2.1418363302946073 1.2714702822268007 1.8852912560105322 4.7340562716126442 1.3347312782425431 113.36789424112067 2.8127547428011921 4.2073687985539419 6.1555418223142606 3.0008030114695421 3.443240674212575 3.1410498395562163 2.7430258719250551 5.8880307311192155 3.8880960419774073 18.886754043400288 4.2616127282381049 7.9727943874895573 9.7331088110804576 7.2589595615863791
leaf_count=125 137 111 14 14 22 23 191 20 21 1719 6 27 26 57 115 825 34 14 37 44 23 13 84 47 25 85 28 42 45 60
internal_value=0.000639128 0.000703642 -0.000975159 0.00158563 0.00134861 0.000484445 0.00539494 -0.00772465 0.00127859 -0.000641966 -0.00824256 0.000384264 -0.030961 -0.00724054 -0.00197702 0.000948622 0.00062612 -0.00615721 0.00134239 0.000576025 0.0147851 -0.0015137 -0.00526378 0.00344226 0.000984705 0.00573072 -9.9287e-05 0.0161444 0.000550923 0.00740395
internal_weight=386.542 385.561 132.795 252.766 250.001 206.005 43.9959 5.09906 3.82166 131.469 13.0827 9.48209 3.60062 7.34026 6.06879 202.982 196.761 18.7922 177.969 168.37 9.59878 15.9795 12.8384 10.0954 165.369 30.7476 134.622 11.8609 130.36 16.9921
internal_count=4034 3909 2075 1834 1820 1451 369 178 158 1964 245 205 40 199 172 1429 1406 192 1214 1154 60 158 145 61 1110 152 958 67 930 105
is_linear=0
shrinkage=0.0240919


Tree=249
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 2 2 0 1 0 0 1 0 1 1 1 1 2 2 0 0 2 2 2 0 0 2 1 0
split_gain=4.16486 5.26706 4.60357 3.46342 2.83628 5.02968 4.17314 3.98215 3.21416 3.33393 2.96877 2.48017 5.4409 4.55002 4.03898 2.18948 2.60725 1.91219 1.94222 4.41298 3.44792 2.27321 2.23422 1.92515 1.98024 2.63458 3.32659 4.06657 1.70085 6.87805
threshold=0.39193437325000008 0.47721625100000004 0.39382054430000007 43.89540535710001 39.952536079750011 40.003678352300007 39.458743938000005 40.206947806850003 0.5718990449500001 0.44805544745000009 0.54136103710000005 0.54228915300000013 0.40509266190000009 0.53866650695000018 0.4349121284000001 0.4019490434500001 0.39670967935000007 0.34512439750000007 39.952536079750011 41.32819714970001 0.47396784530000008 0.42018203045000008 41.571132012400007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 0.39591628995000006 0.53475943835000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 -2 4 6 -6 8 -7 9 11 -8 13 -13 -4 -14 16 -5 18 20 -20 21 -1 -21 -19 -25 26 27 -26 -9 -30
right_child=2 -3 3 15 5 7 10 28 -10 -11 -12 12 14 -15 -16 -17 -18 23 19 22 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0037507708063095912 -0.0042139149821815575 0.00076667367148209979 -0.0012860958100202997 -0.0038260466161224227 0.0051107519857706693 -0.0029873936227811197 -0.00079650656932877878 0.0027329718296529291 -0.0037976324394783656 0.0018209112903148255 -0.0059923589589058962 0.002736831626577682 -0.0045624179388420432 0.0026208231385911637 0.00029901608892803208 -0.0037887546602267917 0.0022604684320597069 -0.0045402489970741734 -0.0044448927773152016 0.0036042663874382664 0.0033200031684409654 0.00049956248799256828 -0.00036534848519421948 0.0016259828855113472 -0.0041253297536871661 -0.0063260709164831069 0.0023951701416619377 0.00092337162248431559 -0.0041179662579689177 0.00060591368995446349
leaf_weight=1.8329250640235866 3.6139345122501245 239.54588499292731 9.1908675124868768 1.5110444668680414 2.8323295712470999 4.5640788832679382 2.6475425548851481 3.9757136255502692 3.080582005204632 9.6427442729473096 3.0082051386125386 2.6836682632565489 6.8076370656490308 6.5286914035677901 3.2253316529095173 5.1719066244550049 2.2332298923283815 2.1391619045753059 3.3367773201316586 1.9454176053404832 5.3810329288244239 13.329819459468125 27.214293110184371 3.1293127359822384 5.1075898427516169 1.3258578442037112 2.7923922091722497 3.4049376957118511 4.1937113134190431 67.088580905459821
leaf_count=132 75 1086 88 76 5 59 29 13 353 44 49 8 97 21 22 485 18 48 53 9 17 62 300 60 113 12 13 56 92 539
internal_value=0.000280859 0.000513037 -0.000226802 -0.000122679 2.58841e-05 0.000424496 -0.000677883 0.000258214 -0.000281836 2.59146e-06 -0.0035601 -0.000614003 -0.001789 0.000336537 -0.0029996 -0.00227993 -0.000195814 -0.000343434 -2.1356e-06 -0.000546598 0.000859104 -1.42325e-05 -0.000100512 -0.00135479 -0.000922423 -0.0015538 -0.000994099 -0.00210589 0.000455046 0.000327996
internal_weight=452.485 310.485 142 138.386 129.47 82.6544 46.8153 79.8221 41.1595 38.0789 5.65575 28.4362 12.7166 15.7196 10.033 8.91618 3.74427 70.9395 53.0403 32.4965 20.5438 15.1627 29.1597 17.8993 15.7601 12.6308 11.3049 8.51253 75.258 71.2823
internal_count=4034 1961 2073 1998 1419 708 711 703 633 280 78 236 127 109 119 579 94 875 573 362 211 194 309 302 254 194 182 169 644 631
is_linear=0
shrinkage=0.00357848


Tree=250
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 0 1 1 2 0 0 2 0 0 2 2 0 0 2 0 0 1 1 1 0 1 1 1 2
split_gain=0.896837 1.19683 1.26478 0.790019 1.83294 1.27808 3.39229 2.67193 3.44619 2.57258 2.14132 2.1256 1.95329 1.70647 3.8591 1.55945 1.76549 4.13011 2.64086 2.52724 1.31369 1.20953 1.65942 4.28336 1.57175 3.68724 2.9165 1.97138 3.38125 3.96604
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 42.094663496250007 42.066503896600004 0.47997065955000012 0.4778150355000001 0.3459626957000001 0.34575312120000007 42.283941020600004 0.48898236580000004 0.47769527860000011 42.753078181500008 0.52507409960000018 0.53158588065000012 42.434124620650003 42.719328117250008 0.46898296455000005 0.45798030000000006 44.952171034750002 0.48119816770000007 0.42314601355000009 0.32388251845000005 0.33750486510000005 0.35862698720000002 0.49336846205000007 0.36359689830000008 0.34674111555000003 0.34608245260000009 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 21 6 11 8 20 -9 -11 15 -8 -12 -15 -5 -17 18 19 -18 -7 -1 -23 -24 25 27 -26 28 29 -25
right_child=1 2 -4 5 -6 7 12 9 -10 10 13 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.018761376859327356 -0.027771334213756032 0.01693073953857591 -0.027654700873767472 -0.033074524622683635 0.021110265907397435 0.012226638765461777 -0.039862660233728336 -0.030954297177136488 0.026988374979457386 -0.022384652990512805 0.006815554197427685 0.026448755200280491 -0.010587140754970621 -0.032220277706485001 -0.00028713958294439659 0.012737865096071338 -0.030253975818686454 -0.026127177041068872 0.029870843037925324 0.0013549710900231163 -0.0032977358325598392 0.016029799829965326 -0.030057728759091656 0.01478333117028279 -0.023647964650555204 0.023933635112364692 0.00044249294492198165 -0.010228518647285237 0.019544841854696647 -0.00060393248071904894
leaf_weight=2.1676643748069173 1.8837400041520589 1.3960569524206223 0.70323889772407699 1.2174596299883003 3.5168036846444002 6.5214691758155885 2.748991521075367 2.2007330935448399 5.7482114583253852 3.2321944637224069 18.710498605156317 1.9126796573400486 4.2884876951575279 3.1090328532736775 26.418515802361071 5.1105216839350787 2.1149231721647181 5.2444932479411355 2.0765987858176223 15.377154065296052 10.389245294034479 5.7089147418737403 3.1720072124153367 15.09178716689348 3.7933433782309285 6.5059697553515425 140.78145446511917 7.7889137296006075 9.2228703983128053 66.85046948492527
leaf_count=236 555 10 314 29 15 26 37 21 55 29 183 5 31 169 298 40 113 109 15 144 48 20 48 65 43 47 928 64 48 289
internal_value=0.000715395 -0.0120826 0.00199515 0.000849181 0.00166805 -0.00101194 -0.00493149 0.00104675 0.00885344 -0.00224909 -0.00102173 -0.00129259 -0.0220228 0.000409691 -0.00364946 -0.00299645 -0.00177271 -0.00476131 0.000964834 -0.00246679 0.0026891 0.00140617 0.00157501 0.00124911 0.00164627 0.00416305 -0.000189591 0.00286319 0.00398171 0.00223003
internal_weight=385.004 3.98304 2.0993 381.021 264.6 116.421 40.0913 76.3299 22.6589 53.671 51.4702 33.0538 7.03748 48.238 29.5275 31.1412 29.9237 24.8132 19.5687 17.4921 16.9107 261.083 258.916 253.207 250.035 105.46 144.575 98.954 91.1651 81.9423
internal_count=4034 879 324 3155 1803 1352 523 829 129 700 679 455 68 650 467 450 421 381 272 257 74 1788 1552 1532 1484 513 971 466 402 354
is_linear=0
shrinkage=0.0271114


Tree=251
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 1 0 1 1 0 2 1 2 1 2 2 2 2 1 2 0 0 1 0 0 2 2 1 1
split_gain=0.793824 1.65668 1.60005 1.59224 1.59356 1.10512 0.965972 0.784228 2.28127 2.08493 3.34993 2.90291 4.7511 2.23982 1.98967 2.24977 2.20164 1.57803 1.34248 1.10311 1.06194 0.945931 1.56642 1.31311 3.7686 1.54033 2.58569 5.12907 2.55354 2.33813
threshold=0.5718990449500001 0.57152480465000022 40.00488309970001 41.218101594450012 0.4591329601000001 0.43929822460000006 0.46112391845000006 0.54646567465000018 0.44805544745000009 0.43691805635000008 0.56719858685000013 40.844669808050007 0.40509266190000009 42.310579034350006 0.45036076765000005 39.458743938000005 40.844669808050007 43.487767439550005 42.536568606950006 0.43401395170000007 41.806790701050012 0.47721625100000004 0.47754558250000007 0.34512439750000007 0.47943175355000006 0.47943175355000006 42.141702038450013 43.426640904350009 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 7 -2 5 -5 -4 -6 19 9 10 11 12 -9 -13 -10 -16 -17 -15 -18 21 -11 -1 -23 24 -24 26 28 -28 -25 -27
right_child=2 -3 3 4 6 -7 -8 8 14 20 -12 13 -14 17 15 16 18 -19 -20 -21 -22 22 23 25 -26 29 27 -29 -30 -31
leaf_value=-0.0017723127339493627 -0.024105634968051282 0.018793766670280106 0.029300583738422807 -0.02777988872168018 0.026418804953846207 0.0017329530821729399 -0.0080374909454113842 0.015367553531603099 0.017650308348797172 -0.033105230998454839 0.022165963711760123 0.0067402519501706957 -0.026809589679073407 -0.031789392137994615 0.0083637572441105038 -0.026474662011571403 0.0093368280987687156 -0.0028625016129776222 -0.019739466916125274 0.014587700286982579 -0.0095376322253931008 0.012255497168799329 -0.017258800086483929 0.0045407214285221381 0.0019772170817954262 0.0084027449196588406 -0.029486326596117666 0.012963767081500269 0.022807590867296692 0.00027698916626149611
leaf_weight=58.397568163112737 1.9915483459481018 2.6132219955325118 1.0371841192245486 1.7257583215832712 0.59401674545370076 2.7753331569838338 1.4626574466237796 1.7830272763967601 4.2558605000376728 2.0443958342075343 2.3216058923862866 8.5653083100914937 6.2389461770653725 1.5551057495176781 7.4950379785150272 2.5471438467502594 2.7749230228364472 2.6439348850399256 1.1729945908300576 3.0639080672990522 1.9297268437221644 6.7667432315647593 7.5532211791723993 9.6720407158136421 17.633310869336128 20.390080824494362 2.6060563419014207 3.41369753703475 6.7438797652721396 187.07740138936788
leaf_count=882 393 16 2 76 5 97 404 5 12 22 13 39 109 16 40 29 14 53 69 61 18 30 42 34 73 92 38 16 30 1304
internal_value=0.000547699 0.000714867 -0.00592627 -0.00115927 -0.0116339 0.00923265 0.00191431 0.000586711 -0.00222016 -0.00641603 -0.00379411 -0.00669357 -0.017435 5.70497e-05 0.00400767 -0.000142487 -0.00995835 -0.0135755 0.000697758 0.000980224 -0.0216614 0.000850039 0.00143486 0.00114782 -0.0037915 0.00168894 0.00736065 -0.00541362 0.012045 0.0010756
internal_weight=380.846 371.259 9.5865 7.59495 3.78243 3.81252 2.05667 368.646 45.328 27.0821 23.1079 20.7863 8.02197 12.7643 18.246 13.9901 6.49506 4.19904 3.94792 323.318 3.97412 320.254 261.856 255.09 25.1865 229.903 22.4357 6.01975 16.4159 207.467
internal_count=4034 3057 977 584 485 99 409 3041 439 275 235 222 114 108 164 152 112 69 83 2602 40 2541 1659 1629 115 1514 118 54 64 1396
is_linear=0
shrinkage=0.0227863


Tree=252
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 1 2 2 0 0 2 2 2 2 2 2 1 0 0 2 1 1 0 0 1 2 2 2
split_gain=4.05957 3.85186 3.40769 3.27881 3.47916 2.8515 2.75558 1.96114 2.15617 1.90015 2.61203 2.89259 3.81193 1.84723 1.79048 3.23945 5.01803 4.26052 3.31149 2.19052 2.06754 2.20248 1.97905 3.70555 1.87291 3.7005 5.01935 3.28978 2.37375 3.00667
threshold=0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39587138110000003 0.59897907245000015 0.52453519355000011 0.34512439750000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 41.385032804600009 42.599563320500003 41.827117825850003 41.218101594450012 40.80591513400001 0.39542229275000007 0.57537199485000012 0.55769288345000012 43.077238082650005 0.44805544745000009 0.45107930900000009 0.53544804050000006 0.54228915300000013 0.43401395170000007 39.952536079750011 39.458743938000005 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 6 14 -5 -1 -9 -10 11 12 -11 -8 15 16 17 18 -4 24 21 -16 -22 -24 -20 -26 27 -27 29 -28
right_child=2 -3 5 4 -6 -7 13 8 9 10 -12 -13 -14 -15 20 -17 -18 -19 19 -21 22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=9.4689825720661714e-05 -0.0046202788290881794 0.00064290913444320136 0.0020828521082301597 0.0029833814156957975 -0.0033908941758733534 -0.0031846180653978323 0.0010722800555995819 -0.0040034682600383802 0.0015460216840974793 -0.0035799849696292363 -0.0055231321793291445 0.0020683596244741344 0.00096546777901754558 -0.0039035106441742034 -0.002938810244297296 0.0012444121233432743 -0.0024491040250659572 0.0016948082744687022 -0.002160838025197375 -0.0033192083839918641 -0.0037992377599476031 0.00030630464151588271 0.0028069198556906587 -0.0035492344044305412 0.0011327002711046703 -0.0033583302445296605 9.2125133239252249e-05 -0.00030307995647373934 -0.0010934347010582355 0.0032353499225967444
leaf_weight=50.902480191551149 3.0479404097422949 226.93112865835428 5.8118052482604972 2.6786080263555032 3.3317995234392583 2.820176893612369 1.4744520485401156 2.267099310411143 2.9704457335174075 4.5247411793097818 1.2789985127747066 2.6726685389876366 3.0736431367695332 1.4862813018262384 2.4204335883259835 22.742005275562406 8.1126878457143885 14.520219088532029 4.8318544067442408 2.4567649706732473 3.6560638654045752 14.532029495574532 1.7383306883275511 1.9093258194625375 16.392919272184372 8.5711861811578256 10.071206858381631 5.9050368517637244 8.1476891562342626 4.3115029111504546
leaf_count=573 49 1041 19 21 190 649 17 48 60 113 12 13 56 32 20 101 69 60 56 137 82 149 8 134 55 110 69 28 52 11
internal_value=0.000231012 0.000446217 -0.000188965 -0.00179793 -0.000839042 -4.97914e-05 0.000668628 -0.000213192 -0.00114674 -0.000700711 -0.00127853 -0.000749968 -0.00174129 -0.00142556 1.51516e-05 0.000183349 -8.73786e-05 0.000149105 -0.000188398 -0.000405905 -0.000760611 -0.000157025 -0.00216158 -0.000520139 -0.000282993 -0.000113077 -0.000664922 -0.00211205 0.000264889 0.00103437
internal_weight=445.592 294.621 150.97 12.0191 8.97114 138.951 5.63934 67.6901 16.7876 14.5205 11.5501 10.2711 7.59838 2.96073 136.131 111.875 89.1329 81.0202 66.5 60.6882 24.2562 16.9525 7.30372 3.64766 58.2314 53.3995 37.0066 14.4762 22.5304 14.3827
internal_count=4034 1916 2118 309 260 1809 70 875 302 254 194 182 169 49 1160 767 666 597 537 518 393 169 224 142 381 325 270 138 132 80
is_linear=0
shrinkage=0.00314969


Tree=253
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 0 0 0 1 2 1 0 1 2 2 1 0 1 1 0 2 2 2 0 0 0 0 2 0 0
split_gain=0.77549 1.49549 3.40898 0.918985 1.5558 6.11949 1.97471 1.53387 1.90326 2.54263 0.897486 4.73316 2.92298 2.29282 2.45191 2.1025 2.02687 1.49555 1.44478 1.37628 3.68593 1.27986 3.05732 1.72575 2.00971 1.29697 4.08743 2.81748 2.3984 2.29149
threshold=32.051492741500006 0.38052752915000004 0.53866650695000018 35.419594101850009 0.34398670700000006 0.49830843385000007 0.50008981770000005 0.51191581090000016 0.40955360615000008 33.151194885250007 0.34311846950000008 0.45994131915000008 0.33750486510000005 39.458743938000005 40.098777110850008 0.34467530910000005 0.43260680815000008 0.3447052483500001 0.34219035360000005 0.46495613905000005 50.205949521800008 49.122847560300009 48.86568841230001 0.55677973715000018 0.55832160710000012 0.50706565670000014 0.51401155655000019 43.89540535710001 0.50278434775000014 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 -9 -10 11 12 13 16 -15 -12 -5 -17 -13 20 -19 22 25 -23 -25 28 -27 29 -21 -28
right_child=3 2 -4 10 5 6 7 8 9 -11 15 18 -14 14 -16 17 -18 19 -20 21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.028782532470769999 0.017956108096346145 0.024979412559416561 -0.032611213795691374 -0.0026845184841800557 -0.031156121591898168 0.020644339026113921 -0.016598204921912343 0.012141363121443769 0.014752809282064764 -0.026096105702429446 0.0087276512096258665 -0.035455847205695293 0.027074333125853681 0.026965830962319984 -0.0012070450781141008 -0.017636252054498713 -0.043004028292463262 -0.02257385088379435 -0.012363570870822316 0.001195509120378553 0.032296740943742297 -0.025844626491728896 0.023435899280218168 0.031712005551848541 -0.021843937586905556 -0.017979947455661501 0.013490257523566312 -0.014803734211029458 0.011959882762412955 -0.00013094162285076882
leaf_weight=1.193345918436534 3.4761892491951611 1.143547475337982 0.78538146015489463 1.1962990975007515 2.1582243540324297 3.7117642611265174 1.5956245306879271 6.6845826506614667 1.202266712265555 1.6208952132146803 14.034159169532357 2.1005331566557279 1.7589152213186015 1.5074144005775476 19.528184961760417 2.0902533349581054 1.0699309036135671 3.0158611615188415 2.952484130859375 141.61701691104099 0.67954099178314198 1.8825491052120917 2.6612147009000173 0.66740888357162453 0.60525185440201312 6.0791894479189059 5.8434834592044345 5.7146206576144314 10.041373316897078 131.47078577330103
leaf_count=77 24 3 102 47 29 13 11 22 16 90 62 36 7 3 279 15 9 183 15 862 1 84 12 1 164 75 19 347 65 1361
internal_value=0.000508506 -0.010055 0.00153085 0.000596 0.00498383 0.00232707 0.0072048 0.00271208 0.0059528 -0.00870026 0.000344317 -0.00317142 0.000617536 -0.00137953 0.000811828 0.000668678 -0.0217201 0.000306603 -0.021963 0.000427478 -0.0124838 0.000583105 0.000723335 -0.0129025 0.00624188 0.000522372 -0.000887183 -0.000160685 0.00190822 0.000448716
internal_weight=380.088 3.12227 1.92893 376.966 20.4495 16.9734 14.8151 11.1034 9.50774 2.82316 356.516 30.1138 25.0607 23.3018 21.0356 326.403 2.26623 312.369 5.05302 310.278 3.6954 306.583 303.428 3.15521 1.27266 300.766 149.108 143.029 151.658 137.314
internal_count=4034 182 105 3852 205 181 152 139 128 106 3647 396 345 338 282 3251 56 3189 51 3174 184 2990 2741 249 165 2729 1802 1727 927 1380
is_linear=0
shrinkage=0.0212838


Tree=254
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 0 1 2 2 0 0 2 2 2 2 2 0 1 1 2 2 0 1 1 2 2 2 2
split_gain=2.88734 4.50404 4.0023 2.59993 2.14164 1.93574 5.8372 1.95351 1.81986 1.95749 1.81863 3.17128 3.27113 3.7595 1.80696 3.06397 2.69794 2.54603 2.68518 2.23206 3.5993 5.20094 1.65631 1.59638 2.70613 1.69252 1.52939 2.2787 1.52914 3.5627
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 0.4662734648500001 48.86568841230001 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.34512439750000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 42.599563320500003 41.827117825850003 41.289992964000007 40.750688432250008 0.54228915300000013 0.43401395170000007 0.40509266190000009 39.952536079750011 40.890797847750008 0.42569084760000003 0.31135295350000008 0.3055746834000001 41.147265497500008 40.467253020850002 39.458743938000005 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 14 5 6 7 -2 23 -10 26 12 13 -12 15 16 17 18 -3 20 -20 -22 -19 24 25 -1 27 -11 29 -21
right_child=1 3 -4 -5 -6 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 22 19 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0040947622135737265 -0.0046836635133359547 0.0012694948784819581 0.00074765687623149402 -0.0028220325329567321 0.0023656672471700632 -0.0030947863952675812 0.0023516921226445337 0.0010054049647594432 -0.0050364229745726574 0.005206729286207446 -0.0045056688717204545 -0.0074222756838581193 0.0028965588404805801 0.0010878282301951463 -0.00093432634178630518 0.0019310016874583931 -0.0027350889239321791 0.0032734332257227817 0.002361757254690987 -0.00028182494806266024 -0.0049746392784897455 9.2795304893146302e-05 0.00060331962187967585 0.00056834582496636296 -0.0044236366803863105 0.00017234498237813102 0.0046364675350461775 -0.0050168330219374294 -0.0012637524179345148 0.0041598230382543806
leaf_weight=1.6119235730730057 4.5615665530785972 16.159530468285084 227.98474601656199 4.4385832669213405 1.8618757622316469 12.492302127648143 4.9283506087958813 1.1876170262694357 2.1095208476763245 0.55336743593215876 4.5799880912527406 1.323087818920613 2.6133674383163452 3.1773116961121559 16.637101450935006 18.225289724767208 4.8247778601944438 6.4744118079543105 2.6702818572521201 10.478568477556111 6.9907301748171431 5.7732421606779099 8.2463842034339887 31.653207842260599 2.8586479336954644 14.551449060440062 1.4843882825225589 0.88418513722717762 7.7660936731845132 3.8570568617433301
leaf_count=125 94 54 1056 757 52 309 18 6 48 1 113 12 13 56 269 72 35 22 8 141 113 28 35 201 146 101 4 55 78 12
internal_value=0.000277382 -0.000195418 0.000497585 0.00014175 -0.00171132 -0.00203894 -0.000803635 -0.00350846 -0.000348292 -0.00147841 -0.000964877 -0.00166158 -0.00092663 -0.00221463 0.000263439 0.000481304 0.000120562 0.000321945 -7.7148e-05 -0.000656888 -0.00180988 -0.0026826 0.00177767 2.47019e-05 -0.000879938 -0.000253201 0.00182336 -0.0010814 0.000148275 0.000913218
internal_weight=432.959 137.574 295.385 112.542 25.0317 23.1698 10.6775 5.74918 67.4004 16.7252 14.6157 11.6938 10.3707 7.7573 108.103 91.4664 73.2411 68.4163 53.6955 37.536 15.4343 12.764 14.7208 50.6752 19.022 16.1634 2.92194 1.43755 22.1017 14.3356
internal_count=4034 2103 1931 1624 479 427 118 100 875 302 254 194 182 169 867 598 526 491 434 380 149 141 57 573 372 226 60 56 231 153
is_linear=0
shrinkage=0.00395117


Tree=255
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 0 2 2 1 2 1 1 2 1 0 0 2 0 0 2 0 0 2 1 1 2 2 2 2
split_gain=3.43621 5.21367 3.48308 2.98712 2.77691 3.57495 3.49381 2.64844 2.46045 2.4556 2.85546 5.53597 5.26888 3.58744 2.79582 3.37617 2.81466 2.64345 2.23667 3.93175 2.21282 2.18112 6.25941 4.19571 3.17018 3.806 2.40906 6.71743 6.58845 4.08637
threshold=0.37078231190000005 0.47883296910000012 0.36945001650000003 0.49485045360000007 41.872294782850005 47.927946529500012 0.42018203045000008 41.741384785950011 48.96897326980001 0.36533337325000009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 0.47961138885000004 0.49949103320000005 41.919251152600005 0.4778150355000001 0.47769527860000011 43.680097826700013 0.5017514446000001 0.51191581090000016 41.898943182100005 0.37413550490000008 0.38370108680000009 39.952536079750011 40.003678352300007 39.458743938000005 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -2 6 18 -1 -8 -7 10 -3 12 13 17 -13 -16 -17 -12 19 -6 21 -5 23 -23 -24 -26 28 -28 29 -27
right_child=3 2 -4 20 5 8 7 -9 -10 -11 11 14 -14 -15 15 16 -18 -19 -20 -21 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0039604557421591509 -0.0059914419843447699 0.001653225783563221 0.0036145305296729573 0.0036174073050977062 -0.0016627162503645297 0.0023124663949191182 0.00042743996406915908 0.0036551605780060182 -0.00088807984884604267 -0.0011595966776743135 0.00035130633262800675 0.0028888290629270836 -0.0035553739128796596 0.0019196435674767355 0.0037799512922615333 -0.00046766835394754144 0.0026773786438670515 -0.0028886165043625176 -0.0046729047488652323 0.0038726630974981534 -0.0013247717595001719 -0.0058569562879821893 -0.0067609403642276342 0.00051847420694503554 0.0024674087900222914 -0.00067172663089982846 0.005344481926405225 0.00024722261568710841 -0.0034995652154275053 0.0015228091772306663
leaf_weight=2.4742967130150637 1.2463986761867989 58.045774854719639 7.2026223242282859 2.4805772155523291 23.945339403580881 7.1630227565765363 47.538877316750586 4.0084372609853736 6.8171195834875107 7.9745049849152556 8.6225494444370288 13.187854364514349 7.1436551734805098 10.054508671164511 4.5714819878339794 19.206349857151512 5.2743534445762625 6.3654502108693114 3.0708120279014102 2.0236967802047721 18.391502423211932 4.2879669228568664 0.95536866784095664 2.3096083048731089 10.137600764632223 40.951715727220289 3.9508190751075736 77.704312035813928 9.0909539489075524 17.659586239838973
leaf_count=223 32 233 30 8 434 20 251 13 34 39 34 72 45 34 21 81 26 35 40 5 681 45 7 17 29 595 7 726 99 118
internal_value=0.000278524 0.000576917 0.00102819 -0.000107454 -0.000109691 -0.00083256 0.000465965 0.000678435 0.000751788 0.000895549 0.00101926 0.000524831 -0.000666606 0.000157448 0.00143269 0.000771688 0.00020993 -0.0010247 -0.00159528 -0.00123136 -6.84283e-05 6.78676e-05 1.51587e-05 -0.00362511 0.000164843 0.000206329 5.28583e-05 0.000493849 -0.000479017 -1.0513e-05
internal_weight=433.857 244.691 147.649 189.166 97.0416 43.02 54.0216 51.5473 13.9801 140.446 132.472 74.4262 32.1862 25.0425 42.24 29.0522 24.4807 14.988 29.0398 25.969 187.92 169.529 167.048 6.59758 160.45 159.495 149.357 81.6551 67.7023 58.6113
internal_count=4034 1670 650 2364 1020 533 487 264 54 620 581 348 148 103 200 128 107 69 479 439 2332 1651 1643 62 1581 1574 1545 733 812 713
is_linear=0
shrinkage=0.00381338


Tree=256
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 1 1 0 1 2 0 2 0 0 2 0 1 1 0 2 0 0 1 2 0 2 1 2 2
split_gain=0.773677 1.16525 1.16367 0.755427 3.0007 1.78902 2.86653 1.11817 3.12516 1.4814 2.08928 1.03305 2.1304 2.42676 1.73054 1.95658 2.33309 4.91858 2.86284 2.69431 3.89828 1.03733 2.42319 2.40175 1.94862 1.33948 1.13541 1.20152 1.04013 4.24458
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 41.243661560350013 41.147265497500008 41.32819714970001 0.34551360740000009 0.44805544745000009 0.56719858685000013 0.45206730335000006 41.605323437500005 0.56719858685000013 39.051326806600009 0.56859076075000015 0.54646567465000018 41.066313126200008 0.55677973715000018 0.40667944075000007 0.46280051495000007 0.55832160710000012 38.903925214650009 0.47396784530000008 0.47515044460000005 0.34398670700000006 35.782584506850007 0.47808448850000007 33.151194885250007 0.31100865245000009 39.792680591700012 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=3 -2 -3 4 11 6 -5 8 -7 -9 -11 14 13 -13 21 16 17 -16 19 -18 -21 23 -23 24 26 -24 27 -1 29 -27
right_child=1 2 -4 5 -6 7 -8 9 -10 10 -12 12 -14 -15 15 -17 18 -19 -20 20 -22 22 25 -25 -26 28 -28 -29 -30 -31
leaf_value=0.026187955133107604 -0.023359417410336022 0.013832481267385155 -0.02326565210389827 0.001782936786121077 0.015747442782834419 0.00018364576405176892 -0.023455223686569406 0.018077383659143784 -0.027669865485382288 0.025605723225614767 -0.027044401707209998 0.0096073072489473374 0.013246788238314232 -0.028270856959292285 0.013641141830400362 0.015475903790106263 0.011149145743170554 -0.031374483591342144 0.020402603746336494 0.0057490809887523944 -0.029294526722810334 0.020969577131139047 -0.0081680215473635583 -0.028908404967203417 -0.0065631091116524426 0.0025034376018321148 0.019084607442736889 -0.026742856200377099 0.0046376852867640993 -0.013213511445783064
leaf_weight=0.33749407529830822 1.7469185153604478 1.3899743389338257 0.64579778583720315 5.0007090819999558 7.5938743203878394 161.09329826873727 4.4223291762173176 3.8488221857696763 2.1284443594049653 0.62345370650291432 1.063555142842233 1.9436744302511209 9.1328049446456117 1.6149365324527023 1.740437239408499 2.0725023448467246 2.8501683101057989 4.6414499152451754 2.3819533959031096 2.7628088835626841 4.1300236154347658 3.4560474157333365 6.9393068104982367 1.8050117018283334 9.4799823788925988 70.159945921972394 3.1059016548097134 0.66299990192055702 52.109895956236869 10.272887505590914
leaf_count=1 555 10 314 23 43 1531 38 15 57 2 77 10 47 46 5 6 18 79 9 33 43 14 32 133 120 371 19 62 246 75
internal_value=0.000599341 -0.009677 0.00206403 0.000702348 0.00166868 -0.000377948 -0.0100616 0.000162764 -0.00017957 0.0102563 -0.00758694 0.00111068 0.00740644 -0.00758222 0.000664077 -0.00556559 -0.00792194 -0.019098 -0.00203947 -0.00752607 -0.0152482 0.0014738 0.00208035 -0.00415918 -0.000871128 0.00161232 0.0122693 -0.00888784 0.00212437 0.000496068
internal_weight=381.157 3.78269 2.03577 377.375 199.194 178.181 9.42304 168.758 163.222 5.53583 1.68701 191.6 12.6914 3.55861 178.909 20.5793 18.5068 6.38189 12.125 9.743 6.89283 158.329 142.938 15.3914 13.5864 139.482 4.1064 1.00049 132.543 80.4328
internal_count=4034 879 324 3155 1412 1743 61 1682 1588 94 79 1369 103 56 1266 193 187 84 103 94 76 1073 738 335 202 724 82 63 692 446
is_linear=0
shrinkage=0.0228363


Tree=257
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 2 0 0 1 1 2 2 1 0 2 2 2 0 0 2 1 2 2 2 0 0 1 1 2
split_gain=4.37096 5.85239 3.13517 2.99758 2.5592 3.13527 3.25853 5.09693 5.03049 2.12554 2.113 2.32353 2.10305 3.00414 2.43302 2.20146 2.08667 2.20409 3.10998 2.94539 2.21233 1.88037 1.87241 3.33352 2.64275 2.59641 2.2497 3.55826 2.02001 1.86535
threshold=0.52366695610000014 0.47736594710000008 0.53475943835000017 0.4662734648500001 48.86568841230001 0.3975479776000001 41.385032804600009 0.52507409960000018 0.52688542260000015 0.3055746834000001 0.34452561300000012 39.577821550850011 41.872294782850005 0.34584293880000011 0.46495613905000005 41.147265497500008 48.96897326980001 48.226196960950006 0.42569084760000003 0.37331217625000007 34.466665687600006 0.36042334060000009 37.198331469900005 35.050303764500008 34.41230404325001 0.5681267027500001 0.54499865270000014 0.43590012275000006 0.45434268435000008 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 22 5 6 8 -8 -2 -1 16 -12 15 -14 21 -13 17 18 19 -11 -21 -15 23 24 25 -4 -24 -28 -25 -3
right_child=2 29 3 -5 -6 -7 7 -9 -10 10 11 12 13 14 -16 -17 -18 -19 -20 20 -22 -23 26 28 -26 -27 27 -29 -30 -31
leaf_value=-0.0036860324673149199 -0.0026085163292020046 0.0012042012323310017 -0.0049657467368424664 -0.0025110409385156966 0.002723160740771982 -0.0039048524209316709 0.0019046466441114899 -0.0044826839706913401 0.002028233482297906 0.0034151011364175745 -0.0044992214106004741 -0.0016970014543783701 -0.0031426078263958757 -0.0038090511814395825 0.0023940839637984776 0.001733351745968974 -0.001605037228046995 0.0023278129486414699 0.00074320254686510386 0.0010358898119846244 -0.0039839965457164062 0.0015802299411857255 0.00096564078237768708 -0.0050537485434565691 0.0024717999803314625 0.0016029275006212997 -0.0012768222420611014 0.00054276027689065416 2.4112467051262698e-05 0.00056013638906305177
leaf_weight=2.2301612673327318 4.756881808862099 98.410669811069965 1.6600243598222717 5.3654427451547226 1.864652014337479 5.5290898988023391 2.1544468477368346 5.5610225349664688 7.4839157648384571 1.110506341792642 2.1554445696529028 3.5747450646013039 7.2432469148188812 2.2483820971101527 3.1393650136888027 6.6533653177320957 6.4468308836221686 7.1684011071920386 25.904128726571798 1.4191450793296096 4.7227960769087076 1.2532657366245983 41.662463027983904 3.1701179253868759 3.578420527279377 1.3613269464112816 20.789722363464534 37.370828833896667 1.4054741845466194 129.37060200376436
leaf_count=125 52 395 25 757 42 141 10 132 31 6 72 71 117 61 19 29 33 19 150 58 112 25 163 47 23 33 213 372 20 681
internal_value=0.000316619 0.000556762 -0.000189773 6.26797e-05 -0.00126386 -0.00155558 -0.000904684 -0.0026991 0.000226352 -0.000295527 -0.000192003 -0.000992168 -0.000678667 -0.00157232 0.000140362 0.000534436 0.000257383 0.000555132 0.000171881 -0.00186875 -0.00282411 -0.00188019 0.000187088 -0.00118145 0.000421831 -0.00200611 0.000340298 -0.000107657 -0.00349399 0.000838398
internal_weight=446.765 303.051 143.714 116.364 27.35 25.4854 19.9563 7.71547 12.2408 75.2698 73.0396 26.2678 24.1124 13.8843 6.64101 10.2281 46.7718 40.325 33.1566 7.25245 6.14194 3.50165 110.998 11.1754 6.59977 3.02135 99.823 58.1606 4.57559 227.781
internal_count=4034 1973 2061 1653 408 366 225 142 83 897 772 394 322 222 105 100 378 345 326 176 170 86 896 148 81 58 748 585 67 1076
is_linear=0
shrinkage=0.00352557


Tree=258
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 0 2 2 2 2 2 2 0 1 1 2 1 1 2 0 2 2 2 1 2 0 2 2 2
split_gain=4.71705 5.21797 4.36212 4.24795 4.8916 4.30335 3.15808 2.43933 2.98081 3.66575 3.32207 3.27621 2.67288 2.66585 2.53425 2.32719 2.10171 2.08541 3.76218 5.09256 2.40347 2.07967 2.75936 2.21387 1.9759 2.27938 2.10362 2.4715 2.03003 1.95803
threshold=0.39072183470000005 0.47721625100000004 0.53475943835000017 0.39587138110000003 37.784765830350004 0.39408999735000005 0.59897907245000015 43.89540535710001 41.827117825850003 41.289992964000007 40.80591513400001 42.599563320500003 43.272784938550004 0.54228915300000013 0.43401395170000007 0.39193437325000008 40.890797847750008 0.43401395170000007 0.40509266190000009 39.952536079750011 0.57537199485000012 39.458743938000005 39.110279783550006 40.206947806850003 0.34452561300000012 39.577821550850011 0.42569084760000003 44.952171034750002 34.466665687600006 41.770271989050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 -2 15 7 8 9 10 13 -10 -13 -4 -11 -6 -12 18 -15 -20 21 22 -19 -23 26 -26 27 28 -1 -27
right_child=2 -3 6 -5 5 -7 -8 -9 11 14 16 12 -14 17 -16 -17 -18 20 19 -21 -22 23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.00099666082789821387 -0.004627746056898625 0.000746129284726615 0.00079957850906151983 -0.0025747257526443205 0.00083237014662124816 0.0029866612737269381 -0.0031861084505314598 -0.0017331359391349463 0.0018556249438919509 -0.0050808459754933697 0.0028370510727988834 -0.0017329646296890327 0.001167024818634448 0.0018630296177104403 -0.00075752283066904023 -0.0023992245414270006 0.0004430023240430732 6.2732221887578673e-05 -0.004013744503798166 -4.9524236993706258e-05 -0.0033007174615630568 -0.0030375189060729588 0.0031594390453047461 0.0003854435104871775 -0.004088323086443706 0.00049339614696224143 0.00069824972571816456 8.140350922409504e-05 -0.0034824478161559736 -0.0014531367163377218
leaf_weight=1.310954450629654 2.0937308892607716 232.94808518327773 17.958915926516056 13.240736585110424 4.5142783373594266 4.6730283908545962 2.8289368359837672 6.251393381971865 20.498123230412602 2.2586713209748259 6.3515830338001242 5.8857711339369398 6.7752669043838978 2.6506751850247374 3.3167294459417462 4.3233283497393131 8.4931991249322873 9.6475987136364036 7.2255199551582319 5.7805990725755692 2.0811424679122856 3.2578488737344733 4.0480339005589476 4.4034502953290939 2.1283933713566539 8.5554421702399868 27.220586873590946 12.811591820791362 4.2651707772165537 12.757873124442993
leaf_count=60 23 1041 66 343 30 14 649 226 81 19 23 55 36 8 34 69 40 69 111 28 131 33 11 19 68 90 157 81 205 214
internal_value=0.000294927 0.000520841 -0.000164324 -0.00126326 -0.000150444 0.000543399 0.000100465 0.00018001 0.000288113 -4.99398e-05 0.000140746 0.00107795 -0.000181101 -0.000204418 -0.00250896 -0.000748515 0.00146734 -0.000665622 -0.0015552 -0.00225184 -7.13808e-05 0.000243304 0.000978029 -0.00107012 -0.000239193 -0.000981979 0.000142584 -0.000680006 -0.0024294 -0.000671773
internal_weight=450.557 301.998 148.559 28.8451 15.6044 13.5106 119.713 116.885 110.633 77.474 71.8986 33.1592 12.661 57.0538 5.5754 8.83761 14.8448 39.0949 15.6568 13.0061 23.4381 21.3569 13.6956 7.6613 69.05 23.4417 45.6083 18.3877 5.57613 21.3133
internal_count=4034 1916 2118 479 136 113 1639 990 764 592 539 172 91 476 53 99 63 410 147 139 263 132 80 52 875 372 503 346 265 304
is_linear=0
shrinkage=0.00314801


Tree=259
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 2 1 0 1 0 2 2 0 1 0 1 2 1 0 0 1 2 0 2 1 2 2 1 0
split_gain=0.801054 2.64022 1.4708 2.77682 3.5817 2.42853 1.62347 2.55381 1.88989 3.41626 3.7971 1.90726 2.59879 1.8125 2.00382 1.57664 2.98597 1.96174 1.62756 6.21323 1.62317 8.04239 1.50284 2.92466 2.90446 2.32565 2.28894 2.13595 2.71363 2.74938
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.3782970569500001 0.50889194935000015 0.37413550490000008 43.89540535710001 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.244973486750006 37.828051409500013 0.53158588065000012 0.4019490434500001 0.52366695610000014 0.39382054430000007 39.749124837650008 0.39591628995000006 0.53475943835000017 0.5398790455000001 0.41714319930000004 41.827117825850003 0.55677973715000018 41.218101594450012 0.43639411995000005 40.844669808050007 38.400997490450003 0.42780156285000009 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 -7 -9 -10 -11 12 -12 -8 -15 -13 17 -17 -18 -20 -21 -22 24 -24 26 -25 27 -23 -29 -30
right_child=2 -3 5 -5 -6 6 13 8 9 10 11 15 -14 14 -16 16 18 -19 19 20 21 22 23 25 -26 -27 -28 28 29 -31
leaf_value=0.001440110969170783 0.0072852263184593098 0.022067220736948154 -0.042410940829806947 -0.038725430819484659 -0.031217736691794045 0.014971794962152615 -0.03377941062226418 -0.018471333651264184 0.018704995030278761 -0.037272436131453798 -0.0038677202197856335 0.013169445575845075 -0.034793179160964326 0.0032499456413922411 -0.028756789365250619 0.0082597218367126968 0.017434239973553086 -0.035067671556571478 -0.030329614917675107 0.010279231450688365 -0.037496328201090667 0.025044357955881905 0.020924041862653484 -0.035923607090923231 -0.020247705610014505 0.0042893263312619688 0.013669865354706327 -0.017830008305920891 0.035650817684988394 -0.0012918766702539506
leaf_weight=207.57073874550406 6.2717027962207776 4.6726913116872302 0.98573940247297187 2.0499143479391924 2.4839209597557783 9.0734753459691984 1.9536552641075084 3.9163292096927753 7.3022952303290358 2.0219002254307261 20.967665763164408 8.2574645727872831 2.212262114044278 5.9074364742264152 1.905021625338122 1.0737443007528775 4.6466068476438513 2.7166661834344268 4.4370243223384014 16.390983536839485 3.8168280795216551 2.0878853274043676 8.7884185537695902 1.19759240746498 4.5452503493288523 9.1606204864801821 10.240690188133156 7.0510936155915287 1.6263277828693414 16.903698660433292
leaf_count=1640 27 30 8 75 41 29 155 23 22 18 438 33 60 64 383 8 17 66 109 57 35 14 29 15 91 175 67 45 3 257
internal_value=0.000782422 0.00189423 -0.000605726 -0.0102943 -0.00363785 5.19314e-05 0.000316515 0.00102166 0.000113399 0.000650768 -0.000378063 0.000213407 -0.00681921 -0.0104009 -0.00455471 0.00179699 0.000805183 -0.0227939 0.00178931 0.000946425 0.00264272 0.000729341 0.0030978 0.0094095 0.000251303 -0.000359999 0.00270907 -0.00134768 -0.00350175 0.00195048
internal_weight=382.236 212.243 169.992 10.8055 8.75562 159.187 158.201 148.435 139.361 135.445 128.143 126.121 23.1799 9.76611 7.81246 102.941 94.6834 3.79041 90.893 86.2464 81.8094 65.4184 61.6016 19.1466 42.4549 10.3582 37.9097 27.669 25.5811 18.53
internal_count=4034 1670 2364 143 68 2221 2213 1611 1582 1559 1537 1519 498 602 447 1021 988 74 914 897 788 731 696 219 477 190 386 319 305 260
is_linear=0
shrinkage=0.0271374


Tree=260
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 2 2 2 0 2 1 1 0 0 2 1 1 1 1 1 2 2 2 2 1 2 1 2
split_gain=3.93228 4.75625 3.72739 3.14971 2.95201 3.49454 4.42651 3.98358 2.32824 4.39436 3.0891 2.34651 2.117 10.0248 2.34394 4.00815 5.5987 4.62229 3.11612 2.16424 1.93559 1.89131 1.87736 1.81921 3.74298 3.71293 2.84061 2.82237 2.77656 2.70069
threshold=0.39091643965000006 0.47721625100000004 0.53475943835000017 0.4662734648500001 48.86568841230001 0.3975479776000001 0.39382054430000007 42.434124620650003 36.728658719300007 35.050303764500008 0.54386096225000014 43.89540535710001 0.40509266190000009 0.41615520495000008 0.54646567465000018 0.55538756325000016 41.092444989200011 0.46280051495000007 0.45368402140000008 0.4025178887000001 0.34512439750000007 0.3055746834000001 40.413896136950008 40.636252116050009 40.241071441700008 40.94178426300001 0.37286308795000006 39.420767558750008 0.34575312120000007 41.218101594450012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 4 8 5 6 -2 -8 9 10 -4 12 19 -14 -15 16 -16 18 -17 -10 21 -1 -22 24 27 -25 28 -3 29 -27
right_child=2 23 3 -5 -6 -7 7 -9 11 -11 -12 -13 13 14 15 17 -18 -19 -20 -21 22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.003553956986609208 -0.0039335118168037399 0.0011647278375026867 0.0039334519642264254 -0.0026468317004795057 0.0025564949630447922 -0.0038473732825254447 0.0013164335679983761 -0.0042650663974290303 0.00045346558827713692 -0.0048387482950894463 -0.0013486344727746274 -0.0017978420326258693 -0.0054981057832838289 0.001290595518378766 -0.0051687917889315631 0.0004110274871878253 0.00059975850733481959 0.0037619176134932905 -0.0027349292801012786 0.0030758827099827803 -0.0043344580731302972 0.00014416140761408939 -0.00087862808008621002 -0.0021208713799143936 0.0024925708631095499 0.0020285016848574184 -0.0010837355724459792 -0.00022021288302477582 0.0012971059643302344 -8.5889919709374499e-05
leaf_weight=1.6882289284840215 4.0188536923378768 59.558246612548828 1.8249567151069621 4.9460358547512433 1.9677940532565106 6.9308175868354729 8.4595108255743963 1.8390566874295462 8.3532707020640355 3.0891102841123939 4.6176572032272816 5.8911798805929712 3.4705789964646092 26.997072152793407 3.8660993278026572 34.055403339676559 4.090953566133976 4.4682966452091923 4.1757204360328606 6.699806682765483 2.1169147586915669 50.651116371154785 15.130946101620792 6.3100333847105494 17.870986610651016 8.3382712677121145 11.019450001418589 24.549080602824688 55.052402812987566 49.523785376921296
leaf_count=125 88 226 4 757 52 203 49 73 34 46 74 190 35 91 51 223 20 18 78 17 48 448 254 32 66 31 81 112 282 226
internal_value=0.000263306 0.000484028 -0.000213333 3.71905e-05 -0.00147098 -0.00184396 -0.000874146 0.000319723 0.000156144 -0.00146842 0.000147587 0.000307855 0.000436837 0.000217173 0.000472607 3.66645e-05 -0.00220301 0.000454029 6.74165e-05 0.00162065 -0.000304195 2.48769e-05 -0.00130278 0.000720225 0.00106403 0.000451034 0.000581981 0.000760494 0.000744541 0.000218807
internal_weight=441.572 301.809 139.762 116.546 23.216 21.2482 14.3174 10.2986 111.6 9.53172 6.44261 102.068 96.1772 81.1241 77.6535 50.6565 7.95705 42.6994 38.2311 15.0531 69.5872 52.3393 17.2479 232.222 101.978 130.244 123.934 84.1073 112.914 57.8621
internal_count=4034 1931 2103 1638 465 413 210 122 881 124 78 757 567 516 481 390 71 319 301 51 875 573 302 1056 404 652 620 338 539 257
is_linear=0
shrinkage=0.00343713


Tree=261
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 1 2 1 2 1 0 0 0 1 2 0 1 1 1 1 1 0 0 2 2 2 1 1
split_gain=3.3843 4.32934 3.23826 3.54 3.1983 2.51649 2.46343 1.87249 1.69517 3.29281 4.1095 3.36632 3.75065 2.97457 3.18954 3.36035 2.8629 2.6953 2.78505 6.84875 3.24827 3.80884 2.56843 2.58587 2.97701 3.44808 2.53497 2.27296 2.13228 3.37898
threshold=0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 0.59897907245000015 0.39408999735000005 40.636252116050009 0.37286308795000006 42.660927378600007 0.34575312120000007 0.47754558250000007 0.48637765340000011 0.48351845755000006 0.34527409360000011 40.241071441700008 0.48068920095000006 0.34521421515000011 0.34494476210000008 0.34536391125000004 0.34566330350000002 0.34587287805000005 0.5017514446000001 0.47961138885000004 42.141702038450013 39.420767558750008 39.792680591700012 0.35165114815000004 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -4 -7 16 11 -11 12 -10 14 17 -16 26 18 19 -14 -20 -22 -13 24 25 -24 -3 -28 29 -26
right_child=2 8 6 4 -6 7 -8 -9 9 10 -12 22 13 -15 15 -17 -18 -19 20 -21 21 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=-0.00025337826792695489 -0.0047164460986788516 0.0011090795180110412 5.7340736092064936e-05 0.0029856587612184507 -0.0034159626418451233 -0.0034664412304731976 -0.0032164641638592925 0.0017620063942041405 0.0026859994413151625 -0.0042149910852987095 3.2781164474633657e-05 0.0025375016270163158 9.5136140752818884e-05 0.0016808203499769046 -0.00036423236195105824 -0.0044982548946855549 0.002179612823647092 0.00080227711124019664 0.0017783200936058038 -0.00563756829217287 -0.0033902670776338162 0.0011016497934475658 0.0035545439345101462 0.0023531038945109172 -0.0012699024100709055 -0.00014475052624890629 -0.001288321543219536 0.00068076916206996423 -0.0019496011045346774 0.0012917207825274067
leaf_weight=67.534437683294527 3.0320415855385354 55.687297262251377 128.49633549130522 2.6104077929630858 2.8833552009891719 1.6988721247762444 2.3705971145536742 1.1723814234137533 5.0753385014832011 3.2928111478686315 7.7001230698078871 10.757345870137213 5.1746282204985636 7.6161352023482314 4.2633312568068495 3.7363312989473343 16.744011372327805 18.488511212170124 6.13923431932926 3.5640424899756908 4.1583823524415493 3.5382636599242687 5.7161204814910871 8.9183235466480237 8.3747382462024742 4.609199196100235 9.9796227961778659 14.654222719371317 5.1392357721924773 13.820870868861673
leaf_count=875 49 214 1160 21 190 44 649 5 17 25 59 69 22 30 18 28 64 66 21 27 31 14 22 46 38 32 50 62 33 53
internal_value=0.00025943 0.000454026 -0.00014365 -0.00177058 -0.000702801 0.000724322 -1.9628e-06 -0.00133158 0.000664347 0.000426873 -0.00123959 0.000580701 6.51614e-05 -0.000169523 -0.000456757 -0.00229507 0.000982601 -9.86265e-05 -0.000836465 -0.00224293 5.18525e-05 -0.00132527 0.00113597 0.000812283 0.0004474 0.00190319 0.000733068 -0.000116946 -0.000102501 0.000325182
internal_weight=436.947 294.683 142.264 11.3971 8.36502 5.48166 130.867 2.87125 227.148 130.083 10.9929 119.09 61.7542 56.6789 49.0627 7.99966 97.0652 41.0631 22.5746 8.73867 13.8359 7.69665 57.3358 46.5785 37.6602 10.3253 80.3211 24.6338 27.3348 22.1956
internal_count=4034 1916 2118 309 260 70 1809 49 1041 651 84 567 274 257 227 46 390 181 115 49 66 45 293 224 178 54 326 112 124 91
is_linear=0
shrinkage=0.00318231


Tree=262
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 2 1 2 1 1 2 2 2 0 2 1 1 2 2 2 2 0 0 1 0 1 0 2
split_gain=4.02558 4.90941 3.94049 3.05218 2.86583 3.40971 2.75393 4.32906 3.73865 2.26622 2.21152 2.10121 3.25243 4.22806 2.00566 4.56874 2.06306 1.9027 4.30166 1.84265 3.05092 1.83071 2.99372 3.0581 1.75633 2.51111 2.10916 6.47795 3.1259 3.0976
threshold=0.39072183470000005 0.47736594710000008 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.57944372925000021 0.39587138110000003 37.784765830350004 0.39476362980000007 41.385032804600009 0.39193437325000008 0.40509266190000009 39.952536079750011 42.094663496250007 43.631818398850008 0.53158588065000012 36.728658719300007 0.45368402140000008 0.46280051495000007 42.402981339000007 42.536568606950006 43.218894539100006 40.636252116050009 0.54228915300000013 0.52366695610000014 0.39019789825000006 0.50706565670000014 0.37668033890000002 0.50278434775000014 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 21 11 17 7 -2 9 -9 -11 -5 -13 -14 16 -16 -8 -6 -19 -7 -21 22 23 -4 25 26 28 -28 29 -3
right_child=2 24 3 4 5 19 14 8 -10 10 -12 12 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00026756988701140064 -0.0046956762559886636 0.0017792634665178043 0.000934497093336802 0.00093814229747725799 0.00087353018049881128 -0.0033325320080113915 -0.00023777245020578446 0.00071758728268352329 0.0034990716170090132 0.0012582441734524117 -0.0039685581123445777 -0.0036877508371157106 7.8057669036330922e-05 -0.0042394496358474278 -0.0033233566451968872 0.0033219475740044 -0.0037987845423770278 -0.0036734244076560446 0.00084206295861990934 0.0029024127348730605 -0.0032902460402778637 -0.00097828789625257172 0.0019839955273866544 -0.0018332294521523512 -0.00087080547293683964 0.0026347174090767755 -0.0024196842116181762 0.00078478497111607369 0.0022290479548755303 0.00051623073549742274
leaf_weight=72.206677006790414 1.9843712858855749 23.342344433069229 15.02577578276396 3.8305823607370284 31.062255106400698 4.0791046947706482 2.1379573792219144 5.8332656603306514 3.0749204605817786 1.1886521130800245 2.8258035965263844 5.804539734497669 11.156909346580504 2.9680372001603237 2.4506907812319687 1.8971630018204448 7.8775373441167176 3.3922951417043787 6.1049526007845998 1.6964483596384528 1.5958056987728921 5.5381116047501555 17.377255037426949 5.6883525177836409 7.1843188218772402 7.0327275134623042 8.8412063270807248 24.840335961431265 14.92691485583782 143.16311627812684
leaf_count=890 23 84 52 43 178 551 20 40 7 13 55 104 57 45 183 12 140 114 41 10 310 39 51 30 41 20 67 100 64 650
internal_value=0.00025203 0.000463506 -0.000188992 7.83961e-05 -0.000329628 0.000122941 -0.00124246 -0.000274466 0.000404445 -0.000561843 -0.00242094 -0.00124259 -0.00166174 -0.000829169 -0.00224708 -0.000423713 -0.00303863 0.000488498 -0.000770811 -0.00188846 -9.92633e-05 0.000748852 0.000999961 0.000174446 0.00069369 0.000744287 0.000682483 -5.63693e-05 0.000819645 0.000693295
internal_weight=446.128 301.538 144.591 115.32 71.6909 47.9309 29.2704 14.907 12.9226 9.84772 4.01446 23.7601 19.9295 14.1249 14.3633 4.34785 10.0155 40.5595 9.49725 7.37136 3.29225 43.6295 38.0914 20.7141 229.331 222.147 215.114 33.6815 181.432 166.505
internal_count=4034 1916 2118 1625 1453 1204 493 138 115 108 68 249 206 102 355 195 160 333 155 871 320 172 133 82 1026 985 965 167 798 734
is_linear=0
shrinkage=0.00321496


Tree=263
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 1 2 1 1 1 1 2 0 2 1 2 2 1 2 0 1 1 0 1 0 2 2 2
split_gain=6.76931 7.77842 5.26815 3.63204 3.31103 3.8447 2.50465 2.41407 2.93661 2.34843 4.70172 2.29883 6.50679 2.27344 4.67913 3.29752 2.23762 3.89348 3.83961 1.97139 1.96405 3.6429 1.77663 4.11396 5.79634 2.93901 2.90392 2.62732 3.00803 4.01645
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.57944372925000021 48.86568841230001 0.34551360740000009 42.686561923500008 0.45368402140000008 0.46280051495000007 0.39587138110000003 0.39408999735000005 41.898943182100005 0.42018203045000008 42.488347682450005 0.40509266190000009 39.952536079750011 41.178189531300006 0.42473279245000012 42.719328117250008 0.45994131915000008 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.36945001650000003 0.51505942935000004 34.41230404325001 38.748048509250005 37.311503175250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 -4 16 9 11 13 -9 -6 -11 12 -2 14 -1 -15 -5 -18 -19 -20 -17 -22 25 24 -24 -3 -26 -25 29 -29
right_child=2 22 3 4 5 -7 -8 8 -10 10 -12 -13 -14 15 -16 20 17 18 19 -21 21 -23 23 27 26 -27 -28 28 -30 -31
leaf_value=-0.0033535925333516453 -0.0029835242540558289 0.00096994484343353475 0.00081357529645334232 0.0010040312498529747 0.00091770531362973134 -0.0020583506517108867 0.0020869795011996617 -0.0041124581706062585 -0.00048878211737261987 -0.0037472542520921529 0.00083987341810061087 -0.0026928269086855874 0.0019991903180206806 -0.0039337616121243911 0.00086409705717932213 0.0024969030432269719 -0.0037794978815492274 0.00068983449596814335 -0.0042372209080967886 -0.00055711963425812282 -0.00011808469232968169 -0.0038613904383844695 0.0010010675600325676 0.0031376035561049599 -0.0045168290978599276 0.0030622180892848436 -0.0006593140420088913 0.00089539813673504261 0.0013107472305847777 -0.0029309755993708496
leaf_weight=3.0221219325903794 5.996457036584621 179.66930286958814 43.499427722766995 3.6508132470771697 32.192731365095824 7.2435040110722175 1.8663950450718392 3.6178954206407052 6.6254584146663547 3.7382252942770702 6.2423366466537118 13.549371827393768 5.0533007234334946 3.0574473505839732 30.828803867101669 2.2688315147534039 6.676409860141578 8.0467667728662473 3.6218763208016744 2.6285027880221605 18.59887830819935 3.1863536741584531 7.9518459737300899 5.0357776582241049 4.7533583138138038 7.3108531609177581 3.5798255056142807 6.9278772473335248 23.451119417324662 4.9011557251214981
leaf_count=223 100 768 171 43 178 871 52 69 107 114 41 309 18 60 143 19 104 35 49 18 187 67 30 12 51 30 20 25 95 25
internal_value=0.000359073 0.000624831 -0.000221856 7.17236e-05 -0.000364117 0.000118754 -0.00152572 -0.000315634 -0.00176864 0.000492685 -0.000878238 -0.00179983 -0.000704818 -7.14883e-05 0.000487553 -0.000769497 -0.00133315 -0.00173998 -0.00078758 -0.00268961 -0.000367295 -0.000665588 0.000899756 0.00039764 -0.000974515 0.00105175 -0.00285969 0.000951902 0.000639922 -0.000689994
internal_weight=458.793 314.787 144.006 117.541 74.0412 49.4168 26.4655 71.2058 10.2434 42.1733 9.98056 24.5991 11.0498 60.9624 33.8509 27.1115 24.6244 20.9736 14.2971 6.25038 24.0541 21.7852 243.581 56.601 16.285 186.98 8.33318 40.3159 35.2802 11.829
internal_count=4034 1931 2103 1624 1453 1204 479 875 176 333 155 427 118 699 366 333 249 206 102 67 273 254 1056 258 101 798 71 157 145 50
is_linear=0
shrinkage=0.00323475


Tree=264
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 2 0 2 0 1 1 0 0 1 0 1 2 2 2 2 0 2 2 2 0 0 1 1 2
split_gain=1.15824 1.04477 1.24708 0.943261 1.58377 2.67668 1.65617 1.52986 1.55926 1.51242 2.47299 1.97671 1.50723 2.91619 1.48114 4.33333 3.38357 2.87599 3.44084 2.56826 1.80077 1.61892 1.51765 2.4291 2.27771 2.01392 2.10982 1.8862 1.53716 1.6417
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 42.779078631750004 43.018222997350009 43.047778594550003 43.157831852650006 0.42569084760000003 34.466665687600006 0.50339810185000011 0.34623214870000002 0.34551360740000009 0.50410167360000013 0.4815274992000001 0.35862698720000002 0.49336846205000007 0.36359689830000008 42.67709657435001 42.283941020600004 42.434124620650003 42.599563320500003 0.48119816770000007 41.975471476700008 41.218101594450012 42.094663496250007 0.5654770815500002 0.52453519355000011 0.42039160505000012 0.36533337325000009 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 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 12 -6 9 8 -1 10 11 -7 13 -5 15 17 -16 18 -9 -20 22 -19 23 28 -24 26 -26 -25 -18 -30
right_child=1 2 -4 4 5 6 -8 14 -10 -11 -12 -13 -14 -15 16 -17 20 21 19 -21 -22 -23 24 27 25 -27 -28 -29 29 -31
leaf_value=0.010333548971488082 -0.026749591909338222 0.031730784609418361 -0.024938203722634455 -0.0027159328979853782 0.02254464272281359 -0.031016039531072116 -0.00015007783505938677 0.0028180065009180116 -0.026811346300274042 0.0011758746923238468 -0.05603567490848417 0.019628167710916002 0.0047859538616047796 -0.037829655292775488 -0.022323463801545988 0.021354964266344433 0.012956136393197369 0.0034825864359667546 -0.030838249359872939 -0.0040094497013639053 -0.01741103630753588 0.02439921782747926 0.021355985338235291 -0.017508897629707729 0.014909444619949679 0.017608488806595834 -0.011116822249604207 0.00080440917563339538 -0.00038878722782663519 0.0088479888825557899
leaf_weight=1.0069423082750284 1.7464303401065984 0.51563036441802967 0.44569035549648106 3.237246049102394 3.0289379693567744 1.105430152267217 59.509866100153886 111.89871590468101 2.2507626414299011 2.1369075328111649 1.0874170023016629 0.83118235319852818 2.4103764654137194 2.6461660340428352 4.0183575036935499 8.0131000652909261 6.6186020150780669 3.8730115033686143 3.139446930959819 7.3133762888610363 3.2995122093707314 5.5310988873243332 5.3880935944616821 7.9660678748041374 2.661416143178938 3.7582526952028266 6.8592957407236099 6.1237422088161111 103.7528572846204 13.372252011671661
leaf_count=67 479 1 277 42 14 40 874 555 203 20 12 7 25 24 49 51 25 20 29 52 31 54 23 83 13 14 60 39 787 64
internal_value=0.000855017 -0.0153152 0.00545774 0.000969386 -0.00150536 -0.000251665 -0.00131936 0.00158228 -0.01533 -0.0148021 -0.0260929 -0.00927985 -0.0117389 -0.0185089 0.00176376 0.00363998 0.000162988 0.00256259 0.00154631 -0.0120673 0.000728436 0.0157849 0.00111087 0.000211706 0.00775012 0.00222938 -0.00384145 -0.00954953 0.00132315 0.000665782
internal_weight=385.546 2.70775 0.961321 382.838 75.9935 67.6997 64.6708 306.845 3.2577 5.16094 3.02403 1.93661 8.29379 5.88341 303.587 139.769 163.818 131.756 122.352 10.4528 159.8 9.40411 156.501 137.834 18.6671 13.279 9.52071 14.0898 123.744 117.125
internal_count=4034 757 278 3277 1058 967 953 2219 270 79 59 47 91 66 1949 761 1188 710 636 81 1139 74 1108 998 110 87 73 122 876 851
is_linear=0
shrinkage=0.0248114


Tree=265
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 1 2 2 0 0 2 2 0 0 2 0 1 1 2 0 0 1 0 0 2 1 2 1 2
split_gain=4.50567 7.20067 2.87586 3.30399 3.35523 2.89412 2.34719 2.34501 4.73616 3.89714 2.34447 3.10485 2.28924 2.25475 2.18984 1.88597 1.65045 1.8558 2.02696 4.31206 4.11659 4.15134 4.61996 4.75165 2.88584 2.89258 7.38649 4.07894 2.72067 5.11205
threshold=0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39587138110000003 0.4662734648500001 0.34512439750000007 39.952536079750011 41.32819714970001 0.42018203045000008 0.47700667645000011 44.756878345700009 41.571132012400007 0.47396784530000008 0.52453519355000011 41.385032804600009 0.52366695610000014 0.39019789825000006 0.37078231190000005 37.784765830350004 0.5216909673500002 0.51675099550000014 0.37668033890000002 0.5054040298000001 0.50339810185000011 38.625745710700009 0.35651627195000007 42.536568606950006 0.34575312120000007 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 14 -4 7 9 -9 -1 11 -8 -10 -11 -5 -16 17 18 24 -20 21 22 23 -21 25 -3 28 -28 -27 -30
right_child=2 16 5 4 -6 -7 10 8 12 13 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0037136989668673757 -0.0051593916964304291 0.0020741575985195955 4.8259907522803522e-05 0.0032316619937779044 -0.0037957885408017433 -0.0028360199801904986 -0.0033597130451640425 -0.0044395691158443011 0.0035188228109054192 0.00062055048157335659 0.00041457294629511523 0.00048045032053938567 -0.00041553600018999661 0.003312919704161739 0.0016036272341218333 -0.0043170333082175405 -0.00080291554552757295 0.0027653894032988492 0.0017506667681116942 0.0012375809196537983 0.0027701532745152456 -0.004149392358501704 0.0014474644802549121 -0.0048685720566667562 0.0026841920838377529 0.00053217460799819493 -0.0042121229192069879 0.00075663665905008326 0.0020642563715099777 -0.00074017815493893221
leaf_weight=2.0890424745157388 2.9396206396631888 22.749593421816826 122.38384992443025 2.6029181443154794 2.9787599593400955 4.5407221380155525 9.5979089145548659 3.6383079187944523 1.9952141363173748 13.724769145250322 5.7393511384725562 3.6602317839860907 27.721276034601033 5.4767239242792121 1.3689055815339091 1.3398181945085523 7.2372851036489001 6.6432394515722981 12.676826551556585 2.5674937069416099 3.4149084985256186 5.2524812892079344 7.555298138409853 4.2734073400497437 12.126853067427872 88.81291450932622 5.7108203992247564 3.2697928249835968 43.929772008210421 10.052036806941031
leaf_count=132 49 80 1052 21 190 757 217 53 9 62 29 56 300 17 17 32 41 20 41 9 11 36 36 49 55 356 39 16 201 51
internal_value=0.000325642 0.000563161 -0.000207172 -0.00192791 -0.000782087 -5.49251e-05 -0.000405422 -3.19903e-05 -0.000619128 0.000887849 -0.00147958 -0.00229954 -0.000151377 0.00138848 0.000907992 -0.00132491 0.000865055 0.000917761 0.000862569 8.85896e-05 -0.000824966 -0.00144979 -0.000464837 -0.00257684 0.00101077 0.000894495 0.000717675 -0.00240302 0.000913941 0.00154204
internal_weight=448.07 309.916 138.155 11.23 8.2904 126.925 73.6428 54.6453 33.3548 21.2905 18.9975 13.2581 29.7165 19.2015 5.31164 2.70872 236.273 229.035 222.392 35.7404 23.0636 19.6487 14.3962 6.8409 186.652 174.525 151.775 8.98061 142.795 53.9818
internal_count=4034 1916 2118 309 260 1809 875 573 362 211 302 273 309 79 70 49 1041 1000 980 182 141 130 94 58 798 743 663 55 608 252
is_linear=0
shrinkage=0.00354757


Tree=266
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 1 1 0 2 1 2 1 2 0 0 0 2 2 0 2 2 2 0 2 0 2 1 1 1
split_gain=0.964753 1.44881 1.52958 1.40655 0.87818 1.67981 2.18602 1.30052 3.50444 1.21367 3.60762 4.59382 2.44586 2.23536 2.13908 1.97222 3.03785 1.70365 2.46517 2.75275 3.95879 2.80509 2.1564 2.08594 2.03278 3.6719 2.89599 5.35814 3.75543 8.76321
threshold=0.5718990449500001 40.00488309970001 40.890797847750008 0.57152480465000022 0.47721625100000004 0.37078231190000005 0.36945001650000003 0.37413550490000008 0.5054040298000001 38.625745710700009 0.35651627195000007 43.018222997350009 0.34829795515000012 37.038444968100009 0.49787431515000008 0.49053920540000012 0.48637765340000011 39.577821550850011 40.137820134150012 0.48351845755000006 41.319407281650008 43.047778594550003 42.753078181500008 0.47754558250000007 42.67709657435001 0.48068920095000006 40.563919884450009 0.34569324270000007 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=3 -2 -3 4 -1 6 9 8 -7 13 12 -12 15 -6 -14 16 17 -11 -19 21 -21 23 -22 -20 26 -26 -25 28 -28 -30
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 11 -13 14 -15 -16 -17 -18 18 19 20 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0019720542880506723 -0.02792141004243184 0.012955281236528345 -0.011591602076977849 0.021047268984663622 0.0026210181487064796 0.0080378251378471731 0.02151047277621115 5.2015980326331223e-05 -0.035585376252061617 0.015664844737444103 -0.027928151177908707 0.011515120991328471 -0.00022827674800388024 0.021781283703614866 0.025892030513266252 -0.013256566801868536 0.016485891180626256 -0.016557850845883612 0.023023598457115348 0.0086033537476149988 -0.032749426133358177 -0.010534272896356521 -0.004105139129720865 0.014420062111956698 -0.010846471148996938 0.022694267588781996 0.012515813897482582 0.011314239712861912 -0.047941452549417396 -0.0047301669154917146
leaf_weight=59.877413889858872 1.9444469676818679 2.9028982011368498 4.6915717351948842 2.4830579310655585 12.488227877765896 2.6398982033133498 4.6207936294376841 151.85727870208211 2.564948933199048 5.6317465156316748 5.9314030334353429 3.2174434997141361 3.5206460580229741 6.5615804493427268 5.9715991988778114 5.5751445703208438 10.570201374590395 5.5541066378355017 4.5306723564863196 5.0988169908523542 4.7364460378885269 8.5926975570619089 3.0536200553178787 10.154610209167002 3.1053804978728285 8.9550036862492544 4.4397383667528656 14.118088535964487 4.3065550327301052 14.406366845592855
leaf_count=882 393 71 513 16 55 10 30 1318 33 19 44 16 15 29 43 28 45 25 13 25 32 56 19 34 18 69 16 67 29 71
internal_value=0.000896901 -0.00745018 -0.00220884 0.00110947 0.00097642 0.00154191 0.00350356 -0.000395745 -0.0134597 0.00295076 0.00204227 -0.0140568 0.00324638 0.00922064 0.0162041 0.00215626 0.00295743 0.00147839 0.000600934 0.0017156 -0.00960397 0.00372494 -0.0215212 0.00563891 0.00431482 0.014058 0.00183711 -0.00159118 -0.00946069 -0.0146747
internal_weight=384.102 9.53892 7.59447 374.563 372.08 312.203 155.141 157.062 5.20485 150.52 131.47 9.14885 122.321 19.0498 9.49225 112.829 107.254 96.6838 91.0521 85.498 12.8889 72.6091 7.79007 64.0164 59.4857 12.0604 47.4254 37.2707 23.1527 18.7129
internal_count=4034 977 584 3057 3041 2159 798 1361 43 768 684 60 624 84 58 566 538 493 474 449 76 373 51 317 304 87 217 183 116 100
is_linear=0
shrinkage=0.0265789


Tree=267
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 0 1 2 1 0 1 1 0 0 0 2 2 2 1 2 2 2 1 0 0 0 0 2 0 0
split_gain=0.871012 2.21733 1.06787 1.75404 1.47643 1.37858 1.28407 1.82991 1.57713 2.07024 2.52497 3.33827 2.1035 1.47521 2.75625 1.72332 2.36468 1.5265 1.92516 1.31667 1.2776 1.18862 1.25012 1.09996 1.01494 1.14172 1.72091 3.95212 1.88198 1.55948
threshold=0.54646567465000018 0.55257327625000008 38.625745710700009 37.627645350900004 38.748048509250005 0.56859076075000015 0.42209814075000007 49.835088602800006 0.45206730335000006 0.56065686655000013 0.46280051495000007 0.4662734648500001 0.56859076075000015 0.55832160710000012 0.5654770815500002 40.94178426300001 42.283941020600004 42.558389508100007 0.44805544745000009 39.458743938000005 42.402981339000007 40.844669808050007 0.45280081435000008 0.56294721715000018 0.47721625100000004 0.4778150355000001 0.47883296910000012 40.636252116050009 0.47961138885000004 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 -2 3 5 -4 23 7 -6 13 -10 12 -12 21 -8 -15 -16 -17 -18 -19 -14 -21 -11 -23 -3 -1 -26 27 -27 -28 -30
right_child=1 2 4 -5 6 -7 8 -9 9 10 11 -13 19 14 15 16 17 18 -20 20 -22 22 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.0015239415212039862 -0.014651453287098786 -0.011383764809891948 0.034479367782996019 -0.028093950548662212 -0.026301711354622524 -0.024620433135526351 0.014950445186718609 0.010605471187098285 -0.042786741206954026 -0.037368463331993833 0.025508738290630141 -0.012048712937186217 0.014967419693068435 -0.013575237129925073 0.015842563776814558 -0.020643183588702426 0.021084366509427979 -0.027445734584993581 0.010324046861041439 -0.033061640032664222 0.0060525881770838912 0.011972726251786959 -0.03077737532954871 0.0098672828511206321 0.0080000926039450453 0.0051915652818039781 0.010280443390505786 -0.019423653705080885 -0.0065690784740700036 0.0018256032440444692
leaf_weight=59.879181242082268 6.3268610499799243 1.9580073915421943 0.68424499779939552 1.7395643669879062 2.0131368427537377 1.196362344722729 6.0855533778667477 1.0724913338199256 0.70399395003914733 1.7912420332431778 2.9229269148781896 2.1316079666721635 1.6996490908786657 4.4834540444426265 6.2926621697843057 2.1397320255637169 2.4432889223098755 1.0901006028288978 1.9788919528946278 0.85979120852425672 0.88025006512179971 0.71133070439100243 0.71379432501271367 3.6031606867909431 14.465914536267517 7.1642952561378461 13.061580922454594 6.461278922855854 12.190533287823198 211.51326463581063
leaf_count=882 72 30 3 89 48 260 27 13 11 24 13 521 15 36 48 18 9 49 14 23 21 2 61 25 63 27 58 58 63 1451
internal_value=0.000707776 -0.0019338 -0.000298213 -0.007657 0.00123818 -0.002396 0.000669749 -0.0134736 0.00185153 -0.00477596 -0.00249091 0.00966994 -0.0117257 0.00520793 0.00199064 0.00699534 -0.000280203 0.0076242 -0.00309171 0.000680598 -0.0132746 -0.0249935 -0.00943928 0.00238509 0.00115942 0.00176608 0.00140592 -0.00648103 0.00185981 0.00136814
internal_weight=380.258 55.5221 49.1952 8.49709 40.6981 6.75753 40.0139 3.08563 36.9283 12.4146 11.7106 5.05453 6.65606 24.5137 18.4281 13.9447 7.65201 5.51228 3.06899 3.43969 1.74004 3.21637 1.42513 5.56117 324.736 264.857 250.391 13.6256 236.765 223.704
internal_count=4034 1432 1360 404 956 315 953 61 892 691 680 534 146 201 174 138 90 72 63 59 44 87 63 55 2602 1720 1657 85 1572 1514
is_linear=0
shrinkage=0.0228222


Tree=268
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 0 1 1 0 0 2 2 2 0 1 1 1 2 2 2 1 0 1 2 0 0 2 2
split_gain=0.805854 1.38412 2.1149 1.4042 1.35624 1.98116 1.66349 1.2865 1.55804 1.31949 2.37857 2.26392 2.27585 2.7864 2.19023 1.91352 1.61885 2.28592 1.51292 1.4951 1.2613 4.24483 1.88675 3.85089 1.44133 1.3158 1.25682 2.57828 1.23551 1.22501
threshold=42.779078631750004 43.018222997350009 43.047778594550003 43.157831852650006 0.50339810185000011 0.34623214870000002 0.34551360740000009 0.42569084760000003 0.31060447290000009 0.35471991855000007 0.48447651265000008 0.49336846205000007 42.67709657435001 42.283941020600004 42.434124620650003 0.48028502140000007 0.35862698720000002 0.36359689830000008 0.34584293880000011 42.622319549950006 41.827117825850003 41.605323437500005 0.39542229275000007 0.50706565670000014 0.36533337325000009 42.094663496250007 0.50410167360000013 0.4815274992000001 42.522337019050006 50.448116877400004
decision_type=2 2 2 2 2 2 2 2 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 26 -3 4 5 6 -4 8 -1 11 15 12 13 -9 -15 -11 -12 -18 -14 20 21 24 23 -22 -19 -24 27 -2 -16 -5
right_child=1 2 3 29 -6 -7 -8 9 -10 10 16 -13 18 14 28 -17 17 19 -20 -21 22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010777034328548429 -0.0028252403630545002 0.020975074506236171 -0.030169297301752249 0.00021750012456269206 0.0012338246449435195 -0.050942423434543492 0.017362317989272548 0.0028440232352069726 -0.026383666798341116 -0.0054648817537771444 0.016705032570179502 0.018555373211324788 0.0025733988984758074 -0.027902590698257169 0.0058058272746817048 -0.046085055596784164 -0.019458390299971654 0.011796201864900262 0.023248219466980784 -0.020003470704428195 0.012037400599289157 -0.030160362505246407 0.017289932122945426 -0.031489807614671836 -0.00016879841218708373 0.0042234631368765815 0.003766191768455043 -0.035933394386833836 -0.014835295065788545 -0.025476637045880112
leaf_weight=0.99229873577132766 3.1984730679541808 2.6470167879015198 0.98361105751246147 58.424320201505907 2.0635271163191646 1.0752423387020824 0.79430546797811985 106.13131733052433 2.0951050363946706 1.6905531215015792 3.5414326190948477 5.5278176032006732 3.620305620133875 3.0446936739608628 4.0066178999841213 1.1719650710001586 3.5219091773033133 6.3167980834841719 5.0716876611113548 2.1065991929499424 2.6706064492464092 2.7679135043872511 7.4633078778861117 2.222662515938282 123.20131753239548 11.987284405273384 2.3845325026195496 2.5018468275666237 3.0468083210289478 1.1288295186823223
leaf_count=65 42 14 40 932 25 12 7 521 205 54 20 39 19 28 23 12 23 25 55 31 16 62 58 44 1282 105 33 24 27 191
internal_value=0.000685906 -0.00157708 -0.000426769 -0.00130549 -0.0138535 -0.0247653 -0.00893398 0.00124905 -0.0144401 0.00141099 -1.59984e-05 0.00325599 0.00257899 0.00167726 -0.0105855 -0.0220955 0.000365202 8.57071e-06 0.0146369 0.000440487 0.000715449 -0.000224992 0.00582586 -0.0077339 0.000414753 0.00923714 -0.0111264 -0.0173563 -0.00311034 -0.000269532
internal_weight=377.401 75.2017 67.1169 64.4698 4.91669 2.85316 1.77792 302.199 3.0874 299.112 168.662 130.449 124.921 116.229 10.0981 2.86252 165.8 162.258 8.69199 158.736 156.63 132.286 24.3439 4.89327 129.518 19.4506 8.08485 5.70032 7.05343 59.5531
internal_count=4034 1320 1221 1207 84 59 47 2714 270 2444 1732 712 673 599 78 66 1666 1646 74 1623 1592 1369 223 60 1307 163 99 66 50 1123
is_linear=0
shrinkage=0.0244299


Tree=269
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 1 1 0 1 2 2 1 0 2 1 0 2 1 1 2 0 2 1 0 0 2 1 2 1
split_gain=0.750505 1.91032 3.60911 1.77986 1.20047 1.33278 1.30798 0.803758 3.08515 2.05658 1.87249 1.42213 1.28256 2.35842 1.72521 2.32028 1.55723 2.41042 1.86355 2.38428 2.08319 3.47694 1.92209 2.63947 3.31856 3.16185 2.43699 2.90075 2.13763 2.0307
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.32904703455000012 34.883496062400006 0.49485045360000007 0.36575252235000005 0.36006406990000012 0.48637765340000011 0.36042334060000009 41.872294782850005 43.157831852650006 0.34608245260000009 0.48386275860000011 41.741384785950011 0.34674111555000003 0.48244064550000004 42.141702038450013 0.34551360740000009 0.34560342505000002 42.198888176300009 0.4778150355000001 41.872294782850005 0.34515433670000012 0.4815274992000001 0.4784437592000001 42.434124620650003 0.34542378970000004 40.413896136950008 0.32058920395000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7 8 12 -9 -10 -12 13 16 15 -14 18 -18 22 -20 -21 -22 23 24 25 29 -24 -28 -25 -6
right_child=4 2 -4 -5 7 6 -8 9 10 -11 11 -13 14 -15 -16 -17 17 -19 19 20 21 -23 26 28 -26 -27 27 -29 -30 -31
leaf_value=0.014496713761456812 -0.004969456907256772 0.022737679859237078 -0.034103841378481853 -0.04153030881191954 -0.02143162393472375 0.02630979511412079 0.0068376850444669436 -0.028318012887399997 0.016360930933924087 -0.00042884907848357877 -0.0016514706949899791 0.014048719687707632 0.025204780580851436 -0.014184425157734515 -0.0015743372919956658 0.0021213325546248362 -0.00069074466945771818 0.019112543972279725 -0.026021646463237815 0.0038290829693426254 0.0014741242519826603 -0.034900708532969768 -0.021235648144976593 -0.0019790425695521809 0.024648766166651084 -0.01535299919736868 -0.0038127790618730012 0.020753664176600406 0.015437328783126907 0.0033255198856093769
leaf_weight=0.42036260094027866 3.4081708239391437 1.8444792479276659 0.96171047160169099 1.3556174759287385 2.0203472175635424 2.7210192233324033 6.9083013668423519 1.5090545751154412 11.435071591287853 176.48094482399756 9.8806636296212655 4.8759975135326377 4.6396516561508196 6.7826444730162612 8.7056248509325069 5.2553627286106348 8.2961246445775014 5.9891363680362693 3.2970882132649448 8.6763370484113675 3.4168077800422898 2.632981076836586 3.9892647447995833 5.5968274024780866 2.8007663935422888 8.0697699636220914 29.204218114726245 2.9992750398814669 13.873049502726643 26.043103503994644
leaf_count=44 35 5 109 40 83 11 95 54 78 2295 45 24 30 42 58 36 39 60 23 31 34 23 72 26 7 41 323 21 45 205
internal_value=0.000606488 -0.00896173 0.0032575 -0.0282691 0.000725141 0.00781511 0.01234 0.000465833 0.00159386 -0.000665302 0.00913541 0.00353629 0.000296808 -0.000517503 0.00614948 0.0129449 0.000212948 0.00761184 -0.000725565 -0.0077361 -0.00364208 -0.0143569 0.000610131 0.00327948 -0.000296712 -0.00223029 -0.00369737 -0.00152478 0.0104308 0.0015432
internal_weight=374.09 4.58217 2.80619 1.77598 369.508 13.0375 9.62932 356.47 178.48 177.99 26.1917 14.7567 152.288 133.688 18.6006 9.89501 126.905 14.2853 112.62 18.0232 14.7261 6.04979 94.5966 58.4039 38.934 36.1332 36.1928 32.2035 19.4699 28.0635
internal_count=4034 198 114 84 3836 141 106 3695 1346 2349 147 69 1199 1075 124 66 1033 99 934 111 88 57 823 407 336 329 416 344 71 288
is_linear=0
shrinkage=0.0237885


Tree=270
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 1 2 1 1 2 2 2 0 2 0 1 1 2 2 2 1 2 1 2 0 1 1 2
split_gain=3.60283 4.14839 3.28894 3.09411 3.13459 3.12967 3.26735 2.99043 4.26347 3.21204 2.02876 3.39787 3.99265 1.95704 3.98162 2.01669 1.89357 2.72689 2.14226 1.87291 2.97184 2.74332 2.01796 2.47341 2.46625 2.6294 2.94819 2.73874 2.54709 2.13249
threshold=0.39072183470000005 0.47736594710000008 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.5718990449500001 0.43837010870000009 0.39587138110000003 37.784765830350004 0.39476362980000007 0.40509266190000009 39.952536079750011 41.178189531300006 43.631818398850008 0.53158588065000012 36.728658719300007 0.53043322055000008 0.39091643965000006 0.39408999735000005 40.636252116050009 40.316494640950005 40.94178426300001 0.37286308795000006 42.660927378600007 0.34575312120000007 41.218101594450012 0.4778150355000001 0.34545372890000009 0.34587287805000005 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 10 -6 -7 8 -2 16 -5 -12 -13 15 -15 -9 17 -10 -19 20 -3 -21 24 -24 25 -23 -27 29 -26 -28
right_child=2 19 3 4 5 6 -8 13 9 -11 11 12 -14 14 -16 -17 -18 18 -20 21 -22 22 23 -25 28 26 27 -29 -30 -31
leaf_value=-0.00022319438515905078 -0.0052408058777733656 0.00093525818628402261 0.00089194787763694145 0.0010326301625703594 0.00077283322637302786 0.0041360901669438496 -0.0018855029615166287 -0.00031806143978446179 0.0018600560960301514 0.0040035181351848366 -0.0042729257265786197 0.0007819212630751684 -0.0031414889391883439 -0.0038062730776690207 0.0035692176753675852 -0.0043660161627088936 0.0031199523265932434 -0.0043624408923348618 0.0011510853202148371 -0.0018351251130005763 0.0028218273252470687 0.0021756121104173115 -0.0039622310009292793 0.00015214924128976887 0.003026388978121311 0.002109680601741412 -0.00062390512779253134 -0.0020812479263379925 0.0009631087452289628 0.0014672545373417265
leaf_weight=70.466571289347485 1.910800907760861 81.494906317442656 43.673844357952476 3.8074014754965928 35.134957896545529 1.3649866310879577 12.590262444457037 2.1757168471813184 2.5869097635149938 3.0211908519268027 5.8924076445400742 8.0757173597812635 6.3179745972156516 2.1499231974594286 1.8706710916012523 7.4118212307803333 1.7034271359443662 3.4969301801174879 1.3291497398167846 6.4669817350804797 13.269237525761126 8.2229912206530553 2.6996979638934118 7.6697155050933361 10.18428000807762 7.0768986269831649 19.130157191306356 10.68470114469528 41.480759439989924 10.227415524423121
leaf_count=890 23 340 172 43 246 8 950 20 9 7 104 35 67 183 12 140 6 86 7 32 48 31 21 59 67 22 91 62 209 44
internal_value=0.000318555 0.00055682 -0.00015805 0.000113262 -0.000351434 0.000184562 -0.00129652 -0.00130443 -0.000108021 0.000700024 -0.00144352 -0.00190826 -0.000940222 -0.00253955 -0.000374662 -0.00344741 -0.000394758 -0.0012024 -0.00284396 0.000808252 0.00119942 0.000508931 0.000638079 -0.000919038 0.000788969 0.000246708 -8.99145e-05 -0.000478661 0.00136983 0.000104601
internal_weight=433.588 289.074 144.514 116.858 73.1837 49.0902 13.9552 27.6565 14.0484 12.1376 24.0935 20.2861 14.3937 13.6081 4.02059 9.58754 9.11642 7.41299 4.82608 218.608 94.7641 123.844 117.377 10.3694 107.007 55.3422 47.1192 40.0423 51.665 29.3576
internal_count=4034 1916 2118 1625 1453 1204 958 493 138 115 249 206 102 355 195 160 108 102 93 1026 388 638 606 80 526 250 219 197 276 135
is_linear=0
shrinkage=0.0036968


Tree=271
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 0 1 0 2 0 2 1 1 1 2 2 1 2 2 2 2 2 2 1 2 1 2 2 1
split_gain=3.85632 4.50295 4.19992 3.20227 4.75039 5.8267 3.11899 2.41621 3.09442 2.00249 2.82524 2.39278 2.25225 1.93519 3.95201 1.86238 2.35806 2.02343 1.86179 3.01138 1.73185 2.74593 1.69597 2.00153 6.2337 2.00059 1.64942 2.16392 1.98376 1.88625
threshold=0.39091643965000006 0.53475943835000017 0.47736594710000008 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.54499865270000014 0.4349121284000001 0.57944372925000021 40.636252116050009 0.54228915300000013 42.622319549950006 0.41988263825000011 0.45368402140000008 0.46280051495000007 36.728658719300007 48.96897326980001 0.40667944075000007 44.421469061800003 47.927946529500012 42.402981339000007 42.536568606950006 42.094663496250007 39.952536079750011 0.40509266190000009 49.835088602800006 0.34452561300000012 39.577821550850011 35.171584490050009 0.34311846950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 26 4 5 -2 9 22 13 10 -3 12 -11 -9 -15 -5 -17 -18 -4 -20 -10 -22 23 24 -8 -24 28 -28 -1 -30
right_child=1 6 18 15 -6 -7 7 8 20 11 -12 -13 -14 14 -16 16 17 -19 19 -21 21 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.0021450645113905297 -0.0040061703046114549 0.00076180162867599624 0.00078510948298536284 0.00041783239529561062 0.0022558139062876163 0.0033239793002880287 0.0039595920608990623 0.00084695473318348736 -0.0035083244362926823 0.001052769991145338 -0.0020177598111060123 4.5049264975270589e-05 0.0036527750230400378 -0.0038415838830053537 0.00076820254294278053 -0.0038067483336120117 0.0051070392468410058 -0.0034943826216191952 -0.0033438148033263369 0.0010490027335856012 0.0027618825904073803 -0.0034873154140362011 -0.0042559994059458185 0.00014266423672304593 -0.003861305943191614 0.00021071683729477773 -0.0044122641449937904 -0.00062500134096615399 -0.00038460421077305123 0.0016367776250133326
leaf_weight=5.1726537039503446 4.8425851445645112 16.106216955929998 216.49469431675971 1.8841773122549046 5.0159348510205746 1.6705173999071119 1.4885215312242568 31.519110554363579 3.8505271084140977 8.2109645083546656 5.6603413522243491 8.771565539762376 7.1293906494975081 3.3594841286540014 5.8208107547834516 9.497191970702259 0.67596971988677867 0.58377879345789552 3.2996826320886603 3.8999867178499699 1.728547399863601 1.5078940116800366 3.771174711175262 11.233147725462912 5.4088495969772339 1.6514099966734646 1.8636133503168846 23.739516253583133 34.926386677660048 6.230692606419324
leaf_count=82 98 61 982 18 19 5 3 178 551 29 30 49 16 114 41 279 1 45 43 16 10 310 61 57 104 24 68 319 395 26
internal_value=0.000280199 -0.000179502 0.000500058 -0.00150956 -0.000219658 -0.00212609 9.4754e-05 -0.000347958 8.93084e-05 0.000783156 3.89833e-05 0.00145494 0.00226112 0.000448682 -0.000918726 -0.00268599 -0.00322965 0.00112106 0.000728805 -0.000964271 -0.00197452 -0.000149688 -0.00123512 -0.000738463 -0.00217348 -0.00289569 -0.000211293 -0.000900671 0.000169677 -7.8591e-05
internal_weight=437.015 141.388 295.627 24.1702 11.529 6.5131 117.218 71.3395 47.7864 45.8785 21.7666 24.1119 15.3404 40.6994 9.18029 12.6411 10.7569 1.25975 223.694 7.19967 7.08697 3.23644 23.5531 18.1305 6.89737 5.42258 71.9329 25.6031 46.3297 41.1571
internal_count=4034 2103 1931 465 122 103 1638 1453 1204 185 91 94 45 333 155 343 325 46 1041 59 871 320 249 164 107 85 890 387 503 421
is_linear=0
shrinkage=0.00338432


Tree=272
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 2 0 0 1 2 1 1 0 2 2 0 1 2 1 1 1 1 2 0 2 2 1 2
split_gain=4.53481 5.17021 4.22872 3.29787 2.51642 2.50254 2.25985 3.06294 3.45764 2.53618 4.32263 3.06175 2.3902 2.13703 2.491 3.01049 2.36776 2.11668 1.94599 1.92218 3.66802 1.91353 2.97984 3.40764 2.13 2.60787 1.64952 3.21615 3.09421 4.38644
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 0.4662734648500001 48.86568841230001 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.54499865270000014 0.43590012275000006 42.094663496250007 0.45540552680000007 0.34452561300000012 0.42569084760000003 44.952171034750002 34.466665687600006 0.45350438610000005 0.31100865245000009 41.872294782850005 0.36042334060000009 0.39900002995000006 0.39382054430000007 0.39587138110000003 36.79544512155001 0.53475943835000017 40.636252116050009 40.241071441700008 0.37286308795000006 42.660927378600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 13 5 21 6 7 8 -3 -8 11 -11 -9 14 15 16 18 -15 -1 -19 -21 22 -2 -24 -25 -26 27 -4 -28 -30
right_child=1 3 26 -5 -6 -7 9 12 -10 10 -12 -13 -14 17 -16 -17 -18 19 -20 20 -22 -23 23 24 25 -27 28 -29 29 -31
leaf_value=0.0039001145553440308 -0.0036231211907360346 0.0042816585999846044 0.00073266251777490707 -0.0023155895444447344 0.0018842974539123691 -0.0017172642239405955 0.001111814466688274 -0.0044769937566943013 -0.0010529437353843959 -0.00067267434798658448 0.00065431727978421887 -0.0043347395394868031 0.00040849342707649543 -0.0034514778678003608 0.00082135845278498334 0.00021426132232803009 -0.0034813815604043388 0.00047348952860615446 -0.0033206257670087762 -0.0018926621374920421 0.0034083026995479376 -0.0036099570946392548 0.0010535541924019827 0.0015246898281769431 -0.0035934944990156973 0.0012183611502951581 0.00060927535279884596 0.0022158919141718352 -0.0040827158293318799 0.00012185970037063542
leaf_weight=0.92819726467132813 4.3985689803958037 1.6798318922519664 84.955460950732231 5.478340810397639 2.057815294712781 6.4390156255103639 37.243752487003803 3.2568122800439596 4.3848017016425729 16.230117689818147 39.112896832637489 2.6556183807551852 1.4452878572046755 2.875866271788257 28.600278744474053 13.556823302060364 4.9182473411783576 10.046846804209055 0.62384628131985664 12.511515377089379 1.4567693509161461 4.5306846154853693 6.5481254272162905 1.4550564885139445 5.8491826206445694 1.3942696899175642 117.32220128364861 17.649477750062943 3.4484871178865424 8.8343184962868673
leaf_count=2 90 3 336 757 52 190 121 48 74 122 263 28 18 140 157 81 205 52 58 189 6 136 28 10 156 7 554 66 25 60
internal_value=0.000260166 -0.000202581 0.000476947 7.98251e-05 -0.00147206 0.000196527 0.000312771 -0.00106019 0.000424678 0.000467979 5.454e-05 -0.00118762 -0.00297534 -0.000172963 0.00022255 -0.000632596 -0.00240697 -0.000888174 0.000997727 -0.000581212 -0.00133982 -0.00175775 -0.00133058 -0.000669195 -0.00196606 -0.00266728 0.000688308 0.000987799 0.000451208 -0.00105861
internal_weight=451.889 144.16 307.728 117.926 26.2337 112.448 106.009 10.7667 6.06463 95.2424 57.9986 18.8857 4.7021 75.5184 48.6274 20.0271 6.47029 26.891 1.55204 24.0151 13.9683 24.1759 19.6452 15.2466 8.69851 7.24345 232.21 102.605 129.605 12.2828
internal_count=4034 2103 1931 1624 479 867 677 143 77 534 413 150 66 890 503 346 265 387 60 247 195 427 291 201 173 163 1041 402 639 85
is_linear=0
shrinkage=0.00316168


Tree=273
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 2 2 2 0 0 2 0 2 0 1 2 0 2 0 0 0 1 0 1 0 2 1 1 2 2
split_gain=1.1403 0.851761 2.3466 3.10317 2.33011 1.33058 2.95758 2.26608 1.70598 1.64327 1.45845 1.45585 1.44811 1.49343 3.54266 2.6051 3.18163 3.31259 1.44627 1.35317 1.31272 1.31114 1.29659 2.25221 1.96196 1.2307 1.55302 1.21246 1.16341 1.86208
threshold=0.3055746834000001 0.39072183470000005 0.52688542260000015 39.110279783550006 0.39091643965000006 40.563919884450009 40.316494640950005 40.94178426300001 0.48597347385000006 0.4778150355000001 40.040005255000004 0.4815274992000001 39.896141435400004 0.5231430197000001 0.39019789825000006 38.400997490450003 0.49053920540000012 39.685256516350002 0.47883296910000012 0.51675099550000014 0.50889194935000015 0.34398670700000006 0.5017514446000001 0.36204005870000006 0.5054040298000001 41.243661560350013 0.34527409360000011 0.37668033890000002 37.198331469900005 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 10 8 9 -7 12 -12 13 14 15 -2 18 20 21 22 -18 -17 23 25 -24 26 -9 -26 29 -4
right_child=1 2 28 4 -6 7 -8 19 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.024755008384982777 0.0057390442764486873 -0.036395233294840533 0.0030805009244922231 0.027033575603215509 -0.012517223549872981 -0.00084086648503005866 0.015601961150000973 -0.0034428207796424514 0.0050439255512653982 -0.027334487564609038 -0.018541350099778753 0.0012524348833837171 0.016228274820145033 -0.0094212545490341901 0.023588026450501648 0.003779966591276618 -0.038273529803224952 0.0066818186749695351 0.01044295498751888 -0.011660922530615209 -0.016030218402023493 -0.014171309691038771 0.020447747003868207 -0.020332252066961917 -0.0088618210629343008 0.00036781359184468658 0.015862873322199926 0.013042606345462632 0.0007811580766684227 -0.016062576098545358
leaf_weight=1.0207592784427095 42.201076350116637 2.4364044677931807 5.5185461487853882 1.1491520404815672 3.5383636155165732 2.030013741925357 10.866241682786493 3.7706531174480897 2.4842326827347279 4.1512171030044556 3.7083210162818414 5.1955385655164719 4.7458674660883835 5.6760535910725585 4.7466446906328192 5.5989862121641689 2.5506959781050664 2.7838909663259983 7.2250921428203574 4.8469395358115426 3.9189068302512169 4.1076153637841344 4.9885669834911806 2.9197074458934358 3.6196931134909391 111.49523564334959 6.8067935816943645 2.4796041287481785 104.19307379319798 6.3798347530537285
leaf_count=125 356 44 201 4 174 68 52 18 12 23 23 29 17 27 13 24 22 20 27 38 27 23 33 45 34 806 38 16 1551 144
internal_value=0.000715974 0.000785097 -0.00086015 -0.0143037 -0.00282128 0.00158662 0.00369267 0.000131954 -0.0118457 -0.0186336 0.00229303 -0.00699137 0.00328241 0.00250281 0.00342827 0.00202899 -0.00395027 -0.0153287 0.00226823 0.000868445 -0.0247998 -0.00381661 0.00131472 0.000613148 0.00922345 0.00111412 0.00898077 4.31899e-05 -3.51915e-05 -0.00718389
internal_weight=377.154 376.133 123.215 7.12392 4.68752 252.918 103.325 149.593 8.66546 6.18123 92.4587 8.90386 83.5548 78.809 73.1329 68.3863 26.1852 9.25349 16.9317 140.927 6.4696 9.7066 136.08 124.992 11.0879 122.073 10.5774 6.0993 116.091 11.8984
internal_count=4034 3909 2118 222 178 1791 660 1131 103 91 608 52 556 539 512 499 143 69 74 1028 49 47 990 907 83 862 56 50 1896 345
is_linear=0
shrinkage=0.0241316


Tree=274
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 2 2 1 2 1 0 0 2 1 1 1 1 0 0 1 2 2 1 0 0 1 2 2 1
split_gain=0.815598 1.35793 1.12947 0.820365 1.36785 2.23785 1.51586 3.12891 1.94125 2.0609 1.90694 2.658 1.75685 2.08137 2.94133 1.2746 1.02276 1.19157 3.53993 4.74965 2.63074 1.15517 0.935337 0.878438 3.46779 4.0066 2.46513 2.24094 2.8687 1.41825
threshold=0.5718990449500001 40.00488309970001 40.890797847750008 0.56719858685000013 0.54646567465000018 0.46280051495000007 41.827117825850003 42.094663496250007 0.43639411995000005 49.835088602800006 0.40667944075000007 0.55257327625000008 0.56395018115000017 40.844669808050007 0.44805544745000009 0.45434268435000008 0.43401395170000007 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.41988263825000011 42.006870117350005 39.184300550350009 0.39587138110000003 0.53475943835000017 0.5398790455000001 0.41714319930000004 48.96897326980001 36.728658719300007 0.39476362980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 16 6 10 -8 9 -9 -6 -12 13 14 -13 -5 17 20 19 21 23 -19 -17 29 27 -26 -27 28 -25 -1
right_child=1 2 -4 15 5 -7 7 8 -10 -11 11 12 -14 -15 -16 22 -18 18 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0013453691443119297 -0.029914402965493983 0.012054898089188644 -0.010762728568794264 0.012514848846735914 0.015520238596563646 0.01791861629115981 0.028802819724743963 -0.036292658536362231 0.0059704496830029546 0.0092951258130375518 -0.04076870157105153 -0.033197250101374781 -0.035509429736896261 0.010685011264694495 0.00058986074096676819 0.0044079330370527959 0.017782264630475119 -0.053188450407162316 -0.031876644589559376 0.028154948985997467 0.019488815347936093 -0.0086121792413701714 -0.033139474085375056 0.011791543910640002 0.010106577145220876 -0.028457564653740219 0.0011237600185774134 0.03033174047832185 -0.031660453058398756 0.018238176439681387
leaf_weight=262.88571123004658 1.7944711204618196 2.8260864987969398 4.7576135701383464 10.153838376514612 1.8498450890183509 3.1945999818854025 2.5790302678942671 2.6256420575082289 4.2077279072254896 1.172278630081564 2.7540946602821377 3.7498337477445585 1.9332875907421101 4.0349951647222033 4.8027011230587959 1.2899817749857896 3.048949734773486 0.88957689795642902 3.4175888411700726 3.0389254726469517 6.4575922116637221 1.0197720318101344 0.93537335237488139 1.540442468598483 17.155923023819927 4.482368588447569 4.7337707281112671 0.69404132664203633 6.4035006419289857 4.1254661791026583
leaf_count=2051 393 71 513 61 7 14 7 49 31 21 40 74 40 18 23 7 61 12 22 9 20 38 63 16 64 31 19 6 239 14
internal_value=0.000773123 -0.00755129 -0.00225968 0.000986904 0.000733089 -0.00481719 -0.00726193 0.00141812 -0.0074039 -0.0222214 -0.0120659 -0.0150199 -0.0101363 -0.00623929 -0.014224 0.00822042 0.00130399 0.00114542 -0.00950029 0.00595422 0.00143413 -0.0293805 -0.0113742 0.0010481 -0.00320971 0.00193955 -0.0132634 -0.0189306 -0.0232345 0.00160637
internal_weight=374.555 9.37817 7.5837 365.177 352.798 32.904 29.7094 10.5847 8.00565 3.79792 19.1248 17.2749 14.5208 12.5875 8.55253 12.3792 319.894 316.845 8.36586 4.94827 308.479 1.90935 2.22536 302.021 35.01 26.3721 9.21614 8.63798 7.94394 267.011
internal_count=4034 977 584 3057 2926 324 310 108 101 70 202 195 155 115 97 131 2602 2541 81 59 2460 50 70 2440 375 114 50 261 255 2065
is_linear=0
shrinkage=0.0285878


Tree=275
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 1 2 2 1 0 2 2 2 0 1 0 2 0 1 1 2 0 2 0 1 0 1 2
split_gain=4.58141 6.1081 3.51267 3.49284 3.56381 2.40096 2.25581 2.07989 1.78736 4.4919 4.46787 4.08805 2.32297 5.70992 2.26776 2.1956 1.79646 3.23178 3.50678 1.78484 1.85595 1.96719 3.69278 4.20739 3.53721 2.91312 2.4695 6.80223 2.04748 2.58733
threshold=0.39072183470000005 0.47736594710000008 0.52770875125000016 39.110279783550006 0.39587138110000003 0.59897907245000015 0.52453519355000011 0.39408999735000005 41.872294782850005 47.927946529500012 0.34551360740000009 0.42018203045000008 42.488347682450005 42.719328117250008 48.96897326980001 0.37331217625000007 0.32388251845000005 0.47396784530000008 38.400997490450003 0.52366695610000014 0.39019789825000006 0.37078231190000005 37.784765830350004 0.5216909673500002 39.749124837650008 0.50278434775000014 0.37668033890000002 0.5054040298000001 0.36491422415000008 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 6 -4 -5 -8 10 12 11 -1 -10 -14 -11 -15 -13 18 -18 20 21 25 -23 24 -24 28 27 -26 29 -3
right_child=2 19 5 4 -6 -7 7 -9 9 14 -12 16 13 15 -16 -17 17 -19 -20 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0034881369432526975 -0.0049422907830856113 0.0023066010988751131 3.248088815068789e-05 0.0028892388465232579 -0.0035988125361252374 -0.0034046037497379197 -0.0036696838684470217 0.0020757113324126031 -0.0041155187473003061 0.0019844083849872101 -0.0042864891510499027 0.0024041155355832198 0.0026392615997162133 0.0019910135697668785 -0.00072333576815488071 -0.0025591974156228842 0.00054876598215458639 0.0015687391665432716 -0.0032546148544930023 -0.00083979032345877645 0.0025912011584775635 0.0015631237257226216 -0.0037506732198484445 0.0026887544705851774 0.0024791224147255033 0.0024028463579900548 0.00069007921949711527 -0.0046431780111370734 -0.0007389565034699834 0.00077970239169108675
leaf_weight=2.6630886998027554 3.186774550471454 13.771319463849066 127.70450394414365 2.8428866770118457 3.3795403754338622 2.344155872706323 1.7390393577516081 1.210327051579952 3.937716941349211 7.1600728258490545 2.3399895075708619 6.6797457188367835 3.4461515285074737 1.3158882968127716 6.8591719940304756 13.766679445281623 7.5153889954090136 13.48377640545368 4.3262556679546833 7.2229477129876605 6.8002716191112986 12.633994221687315 4.9585538282990518 3.5556305423378936 2.3924075141549102 14.377172615379093 8.7491749972105008 4.1591091509908438 8.9818718135356885 144.01547721773386
leaf_count=223 49 52 1160 21 190 649 44 5 76 20 51 21 24 11 34 304 38 46 42 41 20 41 35 11 7 64 42 46 46 621
internal_value=0.000306011 0.000538644 -0.000192412 -0.00190701 -0.000852395 -2.94733e-05 0.000750027 -0.00131195 -0.000306684 -0.000835263 0.000214432 0.000518229 -0.00176807 -0.00126919 0.000659595 -0.00216221 0.000851591 0.000442102 -0.000840771 0.000806873 0.000859876 0.000805769 9.24037e-05 -0.000687826 -0.00128044 0.000949307 -0.000479899 -0.00204234 0.000823997 0.000912967
internal_weight=447.519 305.112 142.407 12.3586 9.17179 130.049 5.79225 2.94937 73.4939 36.4857 37.0082 34.6683 22.4664 18.5287 14.0192 15.0826 32.0052 25.3254 11.8416 231.618 224.395 217.595 36.4489 23.8149 20.2592 181.146 15.3007 6.55152 166.769 157.787
internal_count=4034 1916 2118 309 260 1809 70 49 890 469 421 370 415 339 54 315 147 126 80 1026 985 965 182 141 130 783 95 53 719 673
is_linear=0
shrinkage=0.00336544


Tree=276
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 2 2 2 0 0 1 1 0 0 1 1 0 1 1 1 1 1 0 1 1 1 1 0 1
split_gain=0.749128 2.63113 3.08701 2.11734 2.58258 1.56429 1.48851 3.39062 3.8807 2.59178 2.12504 2.74514 3.37939 2.58086 1.96294 1.15386 0.690558 3.24492 2.21909 1.82108 1.29856 4.46844 1.06462 2.37639 3.43706 2.01812 1.93575 2.39767 1.76123 3.28704
threshold=49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 48.778770352700008 43.832725745850006 48.457543166250012 47.927946529500012 0.42018203045000008 0.37331217625000007 0.34524415440000006 0.35862698720000002 0.53866650695000018 0.54300769440000007 0.34614233110000009 0.34467530910000005 0.47604862130000009 0.34479506600000004 0.34485494450000004 0.33750486510000005 0.32388251845000005 0.37078231190000005 0.51191581090000016 0.37473428940000003 0.36945001650000003 0.37413550490000008 0.38370108680000009 0.52005927965000021 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 -3 -4 -5 6 9 8 10 -1 -8 -12 15 -14 -15 -13 20 18 -18 -19 21 -11 25 24 -24 -21 -25 -28 -29 -30
right_child=1 2 3 4 -6 -7 7 -9 -10 16 11 12 13 14 -16 -17 17 19 -20 22 -22 -23 23 26 -26 -27 27 28 29 -31
leaf_value=-0.024929203550055908 -0.032946612274402515 0.027524639157689147 -0.031366143602378001 0.022402706834704363 -0.025231050742144455 0.010499292849120406 0.026276960172577614 -0.050094312159545094 0.021214086292903177 0.0085116145699592229 -0.029831283941426777 -0.0014872375341792468 -0.027671202052720768 0.012090494974080769 -0.026285288000906511 0.019233506204405629 0.011176479889812652 -0.0099683559047567104 -0.027132962272285191 0.0024541557284982552 0.0079815254568730773 -0.025450567852291807 -0.0021785129729992333 -0.03487918248087233 -0.035836963180617895 0.019176609400895189 0.01308844090096768 -0.01585467812718909 0.016515133626161884 -0.00028295138557715195
leaf_weight=2.2538483664975493 1.7490950226783732 1.7905151844024656 1.7022348339669404 1.6366282890085133 1.1277823268901555 9.5077002784237248 1.0212212912738419 0.95553043717518349 3.188162214588373 7.0246428996324557 3.2329456494189825 3.4055086988955727 4.5216587022878212 2.4459188040345912 1.1492650477448476 2.9352937862277031 1.1467595174908627 8.4644816387444717 3.9153968775644898 130.18558943364769 21.16426832601428 3.3593307789415121 5.7979300543665868 0.88789616525173087 2.5679434428457171 4.3757449723780146 9.0054798051714879 3.9028799505904308 7.2396061867475501 121.77530360867968
leaf_count=301 15 4 42 23 191 39 5 13 26 32 93 26 240 11 190 16 11 43 129 723 97 56 43 8 41 30 29 23 22 1512
internal_value=0.00064322 -0.00668555 0.000655331 -0.0101156 0.00296981 0.000803787 0.000544792 -0.0054344 -0.00348582 0.000955093 -0.00769424 -0.00965529 -0.00514364 -0.0154932 -0.000177013 0.00810484 0.00113144 0.000772156 -0.0184545 0.00110298 0.00453963 -0.00247553 0.00143094 3.61702e-05 -0.0125101 0.00299795 0.000771132 0.000994166 0.000174752 0.000659665
internal_weight=373.437 8.00626 6.25716 4.46665 2.76441 365.43 355.923 22.8555 21.9 333.067 18.7118 17.6906 14.4576 8.11684 3.59518 6.3408 330.813 299.265 5.06216 294.203 31.5482 10.384 285.738 151.177 8.36587 134.561 142.811 141.923 132.918 129.015
internal_count=4034 275 260 256 214 3759 3720 620 607 3100 581 576 483 441 201 42 2799 2614 140 2474 185 88 2431 1678 84 753 1594 1586 1557 1534
is_linear=0
shrinkage=0.02422


Tree=277
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 1 2 2 0 1 2 2 2 1 2 1 0 1 1 0 1 0 0 2 1 2 1 1
split_gain=0.725439 1.24935 2.76237 0.962017 0.850952 1.51361 5.31148 1.74435 2.21683 0.856957 2.61165 3.4879 2.74953 2.33953 1.68979 1.8573 1.27959 3.6787 1.26899 1.34961 0.982135 0.960837 0.980943 5.21881 1.87171 1.42879 3.2883 2.92331 1.09216 1.27555
threshold=32.051492741500006 0.38052752915000004 0.53866650695000018 0.3055746834000001 35.419594101850009 0.34398670700000006 0.49830843385000007 0.40955360615000008 33.151194885250007 37.038444968100009 0.5296248615500001 0.46112391845000006 36.620308449100001 36.364346611650006 37.828051409500013 0.37668033890000002 38.064633603500006 0.37347684200000003 0.52889135055000014 0.40667944075000007 0.45280081435000008 0.37331217625000007 0.34311846950000008 0.45994131915000008 0.43780126340000008 48.226196960950006 0.32058920395000007 48.96897326980001 0.34467530910000005 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 -1 -3 -2 5 -5 -7 -8 -9 10 12 -12 13 -6 15 -11 17 -16 -17 -20 -21 -18 23 24 25 26 -23 -27 -24 -30
right_child=3 2 -4 4 9 6 7 8 -10 14 11 -13 -14 -15 16 18 21 -19 19 20 -22 22 28 -25 -26 27 -28 -29 29 -31
leaf_value=-0.028189012071989886 -0.021779998001447316 0.024217085595470148 -0.032565357583513872 0.01784581043649441 -7.4597930560063404e-06 -0.029559911069039758 0.010469087525622539 0.013010504449021017 -0.026177566943973916 0.015596965438775121 -0.028893229321571408 0.021128429224393459 -0.013261428189544485 0.022795467237548196 0.011609206836504895 -0.011660874002294746 0.021093531390495732 -0.032907892309940706 0.018742421648745986 -0.0093598259591296858 0.014871388567686201 -0.029478245506989832 0.0070223420614936808 -0.025249630582840868 0.015294867635165531 0.012638836640498899 0.0029586177234067696 -0.0085800138000092906 -0.016383341266249844 0.00059372376215199884
leaf_weight=1.0819481482030817 0.86885621072724362 0.96485576033592202 0.64949977194191888 3.4094838462770012 7.2516937102191168 2.075309477280828 11.550730051472781 1.1811778742703603 1.4655996549408881 7.0338014718145123 3.2548520725686094 0.78365901554934669 4.7334570074453941 2.835837859660387 1.5409546364098781 2.5760141871869546 1.0187481455504883 1.8517825205344705 2.3558274284005165 2.4949610596522693 1.0885722591192459 2.446940818801532 12.027397592552004 4.2153464201837769 3.3491346500813952 5.9770854413509351 3.3612461965531111 5.7931637540459633 2.020328674465417 268.00280291575473
leaf_count=77 125 3 102 24 82 29 46 16 90 45 61 49 35 13 14 19 4 37 8 32 35 63 49 47 31 17 23 33 14 2811
internal_value=0.000510664 -0.01049 0.00137194 0.00059158 0.000644733 0.00494996 0.00224801 0.00689751 -0.0086891 0.000399839 -0.00401219 -0.0191867 0.000122647 0.00640297 0.00065418 0.00750249 0.000312447 -0.0126886 0.000816349 0.00622796 -0.00199909 0.00045556 0.000387118 -0.00364159 0.000710817 -0.00206781 -0.0107068 0.00219519 0.000746251 0.0004667
internal_weight=369.261 2.6963 1.61436 366.565 365.696 19.6823 16.2728 14.1975 2.64678 346.014 18.8595 4.03851 14.821 10.0875 327.154 15.5492 311.605 3.39274 8.51537 5.93936 3.58353 308.212 307.193 25.1429 20.9276 17.5784 5.80819 11.7702 282.051 270.023
internal_count=4034 182 105 3852 3727 205 181 152 106 3522 240 110 130 95 3282 139 3143 51 94 75 67 3092 3088 214 167 136 86 50 2874 2825
is_linear=0
shrinkage=0.021286


Tree=278
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 0 0 0 1 2 2 0 2 1 1 0 0 2 2 0 0 2 1 2 2 2 0 1 2 1
split_gain=3.87964 5.26041 4.88011 3.20241 4.88884 4.10228 3.17977 3.14972 3.20151 3.11592 2.911 2.84244 2.75697 2.57399 4.21936 2.42723 5.49006 2.56264 5.15143 2.60476 2.58302 2.41224 6.18189 2.35299 2.35507 2.2409 3.10396 2.88768 2.19008 2.14091
threshold=0.39193437325000008 0.47883296910000012 43.89540535710001 41.872294782850005 47.927946529500012 0.42018203045000008 0.53544804050000006 0.54499865270000014 0.4349121284000001 48.96897326980001 41.741384785950011 0.59897907245000015 42.094663496250007 0.39591628995000006 0.39408999735000005 0.4778150355000001 0.47769527860000011 42.719328117250008 42.686561923500008 0.37331217625000007 0.47736594710000008 39.952536079750011 0.40509266190000009 43.631818398850008 36.728658719300007 40.636252116050009 0.54228915300000013 0.41988263825000011 42.488347682450005 0.36006406990000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 15 -1 13 25 12 -6 -7 -10 21 14 -2 16 17 18 20 -19 28 22 -9 24 -15 26 -8 -27 -5 -3
right_child=2 29 -4 4 9 10 7 8 11 -11 -12 -13 -14 23 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0032494307172467084 -0.0023276787426134505 0.0010214804915374849 -0.0023095266131253987 -0.0038400984165072255 0.0021752176602929762 0.00037847671424986649 0.00090976761781179968 0.0035707850966189788 0.00041506858542632882 -0.00074093093274096129 0.003092121005658581 -0.0031812900813782746 -0.0042422413157754942 0.00019336634998029455 0.0020350673096454297 -0.0039145042653986918 0.0035077970260369074 0.0018450250970749175 0.0046680716012672567 -0.0026330261369589187 0.001406923005604011 0.00010905296936243124 -0.0036194952725408696 0.0013824515138857549 -0.0036795411989190177 0.00049433179005969798 -0.0018240835488790891 0.0028371594806992947 0.00047498569054783515 0.00036143753756030859
leaf_weight=2.8853060880210242 3.9583500828593987 124.63358235359192 9.6605267752893251 3.7444406012073248 7.634691044688223 49.455298409797251 14.889817599207165 1.4701807573437751 46.321732275187969 6.8452443331480026 4.2266700863838187 2.2709031112026414 2.5938727874308816 1.9823275301605443 4.8702559676021338 3.3855867013335219 2.3347919583320609 1.3965369164943719 1.738154351711273 15.266269534826277 2.3980077058076859 11.480138875544069 5.922700279392302 1.5288674319162954 7.0361056202091277 10.775892727077009 5.6405466422438613 9.9832048341631872 1.6776900654658673 79.14554544351995
leaf_count=223 70 534 594 76 20 252 52 3 416 34 13 449 28 20 18 40 5 11 3 316 9 57 104 28 140 39 30 25 21 404
internal_value=0.000275188 0.000472952 -0.000156963 -0.000105162 -0.000716092 0.000396191 2.11103e-06 0.000206299 -0.000198932 0.000796638 0.000592137 0.000246998 -0.00120834 -0.00117131 7.90081e-05 -0.00140185 -0.00110395 -0.00151459 -0.000219129 -0.00225771 -0.00130539 -0.00079137 -0.0021896 -0.00221789 -0.00282824 0.00089389 0.000158665 0.00162102 -0.00250495 0.000765127
internal_weight=447.153 306.768 140.385 102.989 46.4214 56.5673 130.725 111.349 70.0595 14.4799 53.682 48.5926 21.4669 19.3759 8.82861 31.9415 28.5559 26.2211 9.55829 16.6628 7.82014 18.873 7.39288 10.5473 9.01843 41.2895 20.5304 20.7591 5.42213 203.779
internal_count=4034 1961 2073 1023 535 488 1479 1203 1057 54 265 865 192 276 88 481 441 436 109 327 106 164 107 188 160 146 82 64 97 938
is_linear=0
shrinkage=0.00313851


Tree=279
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 0 1 2 2 0 1 0 2 1 2 0 0 0 0 2 0 1 0 2 1 0 2 1 2 2
split_gain=0.885096 0.755274 1.08518 0.729601 1.63583 2.88777 1.56333 1.03325 1.21025 2.26959 0.711195 2.61311 1.7942 1.78745 1.33489 1.05142 1.74664 1.03173 2.72561 1.19656 1.6777 1.00345 1.9536 1.68776 2.2883 1.41384 2.42136 1.83327 1.11729 2.44753
threshold=0.3055746834000001 0.37331217625000007 0.30910751175000006 32.724174661450007 0.38052752915000004 0.53043322055000008 0.32904703455000012 34.883496062400006 33.96174662340001 0.51191581090000016 0.36006406990000012 0.48637765340000011 41.872294782850005 0.36042334060000009 43.157831852650006 0.48797940185000005 0.49336846205000007 0.47817430615000006 0.49485045360000007 47.927946529500012 0.47769527860000011 0.34608245260000009 0.48386275860000011 41.741384785950011 0.34674111555000003 0.48244064550000004 42.141702038450013 0.34587287805000005 41.975471476700008 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 6 -6 -4 8 9 -5 11 21 15 -12 -14 -13 -17 19 -19 20 -15 22 25 24 -23 27 -27 28 -9 -30
right_child=1 2 3 7 5 -7 -8 10 -10 -11 13 12 14 17 -16 16 -18 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.02402204178287198 0.020692194699154665 -0.02500638202447511 0.013619807803549943 -0.024907999120729704 0.020871807188978242 -0.032935071008037366 -0.040824885716192708 0.001772585581971837 0.013211187319995496 0.0092426280558741726 -0.027415464225350246 0.027286233897129128 -0.0017790656399273431 -0.024703380640695733 0.013422021007578857 -0.00054289669286883681 0.021490461262064008 -0.03655524988783538 -0.00032510733232434598 0.032325680868697568 0.026907955380367905 0.024827350113370082 -0.012558466110808691 -0.0019321371810831851 0.0017747228009622096 -0.00092815649638475521 0.018690544954554654 -0.018024358144867386 -0.013620994530619062 0.00014216280288416075
leaf_weight=0.80821198900230129 1.033677540719508 0.91599452588707109 0.38357401208486308 1.5855245413258652 1.6365013718605044 0.83231010398594651 1.2181779467500744 66.779173373011872 7.6537006400758401 3.3522061497787945 1.3600956005975593 3.0853588432073611 9.9823539964854699 0.73068751883692973 4.6997897252440444 3.7591377347707748 4.2287629283964634 1.1563385622575868 170.52354966418352 1.1465728878974912 0.66583627462387085 4.3910222202539462 6.886341765522956 8.8127232696861011 5.2050689831376076 8.3336797803640348 5.9742675051093093 3.2409121599048367 9.4962222538888437 28.888802143745124
leaf_count=125 6 31 42 18 5 109 40 422 80 43 54 12 45 46 24 27 39 27 2218 2 2 30 42 58 36 39 60 24 94 234
internal_value=0.0005629 0.000616901 0.000560346 0.00062433 -0.00927715 0.0027319 -0.0277869 0.000735688 0.00735464 -0.00172327 0.000497123 0.00156382 0.0084777 -0.000558521 0.00308684 0.0156255 0.0111215 -0.000348858 -0.000569133 0.0145215 -9.60665e-05 0.000360713 -0.000369131 0.00549887 0.0123232 0.000314903 0.00726361 -0.000602228 -6.53196e-05 -0.00326276
internal_weight=368.767 367.958 366.925 366.009 4.07056 2.46881 1.60175 361.938 12.5914 4.93773 349.347 173.764 25.7554 175.583 14.6821 11.0733 7.9879 174.223 171.68 2.5431 1.39652 148.008 129.599 18.4088 9.59609 122.713 14.3079 108.405 105.164 38.385
internal_count=4034 3909 3903 3872 196 114 82 3676 141 61 3535 1186 147 2349 69 78 66 2295 2245 50 48 1039 915 124 66 873 99 774 750 328
is_linear=0
shrinkage=0.0235187


Tree=280
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 1 0 2 2 2 2 2 2 2 1 1 1 0 1 1 1 0 2 2 2 0 1 0 2
split_gain=3.31624 5.23988 3.66822 2.73234 5.30969 2.57224 2.47828 2.43676 2.19085 1.99247 1.98277 2.36609 5.63568 2.32198 2.11434 1.99533 4.01502 1.88273 3.34291 3.54856 4.3278 3.42297 5.58322 3.31431 1.82506 3.01579 2.72683 2.33019 1.7581 1.65651
threshold=0.39091643965000006 0.47721625100000004 0.53043322055000008 0.39408999735000005 0.39587138110000003 36.728658719300007 0.34452561300000012 0.59897907245000015 39.577821550850011 35.171584490050009 41.770271989050009 42.686561923500008 42.719328117250008 44.756878345700009 41.741384785950011 0.34536391125000004 0.34503457980000002 0.34311846950000008 0.45994131915000008 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 44.952171034750002 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 0.46898296455000005 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 6 3 -2 -5 -6 9 24 -8 -1 14 -12 -13 -14 15 16 -10 18 19 20 21 22 23 -11 25 26 -4 -27 -20 -3
right_child=2 29 7 4 5 -7 8 -9 10 17 11 12 13 -15 -16 -17 -18 -19 28 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0022059320457760165 -0.0041937900900559698 0.00083499577766226818 0.0039294564458195944 0.0019875942773455897 0.001312858421368332 -0.0038085696925427774 -0.0046490278981934875 -0.0035582628413661534 0.0011503603373851407 -0.003845422211128509 -0.0044181680171016873 0.0050680458525516892 -0.0039100621965528354 -0.00014968094278628886 0.0036990500735788827 0.0018904752494617837 -0.0059498461783658394 0.0017048201494184818 -0.0055038937232140001 0.0045939134675312089 -0.0047173286699405455 0.0019600944822764444 -0.0045469674448957286 0.0010504128965901126 0.00027519581370970747 -0.0046261684754021603 -0.0011754382576969755 0.0010060331197977107 -0.0012967002041894278 -0.00077472021952909847
leaf_weight=5.156343128765001 4.1329727964475778 214.17341073974967 1.901875451207159 4.8360489234328252 1.5314140710979698 5.8972425069659948 2.1496298757847425 2.2627833344740784 2.1593331154435895 2.0241214800626173 3.187738759443163 1.622361660003661 4.2689743191003782 3.8910248801112175 1.8818624913692472 2.5567164309322834 1.8189762393012641 6.0062426142394534 2.1385552808642379 1.9628137499093998 2.50700544938445 8.4672637954354268 3.7899913792498401 11.192190803587435 103.99518424156122 3.7654354642145336 4.07947331154719 1.201087560271844 2.902334488928318 8.2294812109321338
leaf_count=82 98 989 5 19 14 276 68 649 8 123 49 3 102 60 4 17 61 26 24 7 35 34 101 48 862 69 83 28 23 67
internal_value=0.00030129 0.000511464 -0.000158198 -0.00171794 -0.000883627 -0.00275279 -0.000331019 6.00177e-05 -0.00126076 0.000143182 -0.000920197 -0.00178381 -0.000925356 -0.00211696 0.000410591 -0.000536373 -0.00209602 -0.000116299 -0.000428956 1.76038e-05 -0.00030342 0.000130978 -0.00077972 0.0003006 0.000131248 -0.00123613 0.000447753 -0.0032641 -0.00308157 0.000775432
internal_weight=425.69 292.086 133.604 16.3977 12.2647 7.42866 69.6835 117.206 23.5366 46.1469 21.387 12.9701 9.78236 8.16 8.41689 6.53503 3.97831 40.9905 34.9843 29.9434 27.9806 25.4736 17.0063 13.2163 114.943 10.9479 5.98135 4.96652 5.04089 222.403
internal_count=4034 1931 2103 407 309 290 875 1696 372 503 304 214 165 162 90 86 69 421 395 348 341 306 272 171 1047 185 88 97 47 1056
is_linear=0
shrinkage=0.00352088


Tree=281
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 0 2 0 2 1 2 2 1 2 1 1 0 1 1 1 2 0 0 1 2 1 2
split_gain=4.58938 4.94964 4.5733 3.11525 2.81022 4.01806 5.22788 2.7012 3.18947 2.02213 2.73585 2.19527 2.30789 1.9625 3.3841 3.22144 4.39136 3.30005 2.55652 2.63348 2.89645 2.19191 5.9458 2.51044 3.66341 3.5787 2.71236 2.16317 1.93844 4.91092
threshold=0.39091643965000006 0.47736594710000008 0.53475943835000017 0.54499865270000014 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.4349121284000001 0.59897907245000015 40.636252116050009 0.54228915300000013 42.622319549950006 0.41988263825000011 40.636252116050009 40.316494640950005 0.37286308795000006 42.660927378600007 0.34575312120000007 0.34587287805000005 0.5017514446000001 0.35275889945000011 0.34545372890000009 0.34542378970000004 41.50623664750001 0.48537468940000006 0.4815274992000001 0.34494476210000008 42.779078631750004 0.34551360740000009 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 4 9 5 6 -2 -5 -9 10 -4 12 -11 14 -3 17 -17 21 -19 20 27 22 23 25 -25 26 -15 -20 -1 -30
right_child=2 13 3 7 -6 -7 -8 8 -10 11 -12 -13 -14 15 -16 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.8678822141736962e-05 -0.0043064504229954068 0.0009366787377411204 0.00077077857860988349 -0.0013938625967921923 -0.002918463840747038 0.0020706014124868256 0.0033280416361127448 0.00031865207299816941 -0.0036560555802923347 0.0010455745830899943 -0.0021488308365177136 6.9085656688091078e-05 0.0038658015892643477 0.0017375474408470859 0.002830619725828991 -0.0048256817220271421 0.00013892496243040622 0.0029870740300193192 0.0015431337790695774 0.0027185441024694147 -0.0019080959344522743 -0.0010606049812276451 0.004078357808624246 -0.00010386104087248214 -0.0040281876349378149 0.0033235873085931396 -0.0018908962064748903 -0.00062798657509529916 -0.002605583347136346 0.005193806485274767
leaf_weight=58.866798989940435 4.5213937759399432 87.941950567066669 16.166005700826648 23.797886498272419 11.836884971242396 4.8545748461037874 1.5774479061365125 45.87352336361073 2.7924507779534897 8.1158449649810809 5.6461583822965613 8.5017228089272958 7.0867186188697806 5.1444012597203272 14.300812959671019 3.2907205596566182 7.8990105278789997 10.095468766987322 22.574487045407299 9.0507090054452402 5.363727703690528 15.268211551010607 5.3947454504668704 18.459192715585235 3.7278303354978553 5.9970944151282302 5.6210757568478584 8.1409761160612089 9.1832065861672145 1.188849389553069
leaf_count=708 98 352 61 249 343 19 5 559 645 29 30 49 16 16 50 25 60 67 98 46 35 77 21 88 22 18 25 41 180 2
internal_value=0.000319209 0.000573373 -0.00021795 6.80965e-05 -0.00169875 -0.000380653 -0.00233181 -0.000396924 9.05836e-05 0.000808426 1.5027e-05 0.00153849 0.00236023 0.000829877 0.00120159 0.000528319 -0.00132109 0.000708524 0.00134448 0.00097703 0.00054016 0.000119374 0.000525653 3.35831e-05 -0.000763221 0.00108824 -0.000157005 0.000967689 -0.000272282 -0.00171161
internal_weight=438.28 297.509 140.771 117.98 22.7903 10.9534 6.09884 72.4639 48.666 45.5165 21.8122 23.7043 15.2026 228.27 102.243 126.028 11.1897 114.838 55.2254 45.1299 36.0792 59.6126 44.3443 38.9496 22.187 16.7626 10.7655 30.7155 69.2389 10.3721
internal_count=4034 1931 2103 1638 465 122 103 1453 1204 185 91 94 45 1041 402 639 85 554 287 220 174 267 190 169 110 59 41 139 890 182
is_linear=0
shrinkage=0.00361083


Tree=282
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 0 1 2 0 2 0 0 1 0 0 2 2 2 0 0 1 1 2 2 2 2 1 0 0
split_gain=0.914504 1.20754 1.35379 0.73366 1.26004 1.81376 1.19844 1.38255 1.19019 1.32644 1.70679 0.999976 2.46416 0.954497 2.07841 2.02116 1.95591 2.26351 1.97302 1.8833 1.39275 1.27625 2.08222 1.20788 1.23961 2.06025 1.86526 1.57168 1.90822 1.51436
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 42.779078631750004 43.018222997350009 43.047778594550003 0.42569084760000003 0.31060447290000009 43.157831852650006 0.50339810185000011 43.077238082650005 0.50410167360000013 0.4815274992000001 0.35471991855000007 0.48447651265000008 0.49649711085000009 42.67709657435001 42.283941020600004 42.434124620650003 0.48028502140000007 0.48119816770000007 0.35862698720000002 0.36359689830000008 42.599563320500003 41.975471476700008 41.218101594450012 42.094663496250007 0.39408999735000005 0.5054040298000001 0.5654770815500002
decision_type=2 2 2 2 2 2 2 2 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 11 -6 7 -1 9 10 -7 12 -5 15 19 16 17 -8 -19 -15 -18 -16 -23 24 25 -24 -26 28 -27 -28
right_child=1 2 -4 4 5 8 13 -9 -10 -11 -12 -13 -14 14 21 -17 20 18 -20 -21 -22 22 23 -25 26 27 29 -29 -30 -31
leaf_value=0.011924887720109236 -0.027189826913581575 0.033810890327110224 -0.025492113389012888 -0.002513244894149357 0.021115364375194425 0.0028977632593682962 0.002893995976917228 -0.027038979928342238 -0.00013007954663407341 0.0019590381782289964 -0.03868325329472664 0.0029608648230282845 -0.036505408798958562 -0.0039511266726215298 0.016170971463558538 0.022424916662291433 0.0033795094731613995 -0.026904051980476868 -0.0025251351585619582 -0.046850420482310175 0.02423502655107395 -0.019180421678220538 0.0012569565043707585 -0.014592753545115961 0.020398583391050357 -0.0041132906425061433 -0.0033268582210767084 -0.0039006875323269589 -0.040703310550731793 0.015941914809513645
leaf_weight=0.84001162019558195 1.6829884535982267 0.56702560186386086 0.43927922868169844 3.2650707769207648 2.4432716909795991 0.96383352763950769 105.68153855670244 1.9330791620304806 57.82285759143997 2.1472154203802347 1.8590870290063319 2.3309198776260018 2.3642136752605438 1.5817354586906724 3.3157071471214286 3.4065510630607596 3.8484389036893827 2.9823233587667328 7.5096987783908844 1.1267450691666452 4.4279451817274094 3.4598499163985243 119.72555402107537 3.2466555209830394 5.0305521544069078 1.7442398965358727 9.171141713857649 9.8242576355114561 1.9311314821243284 3.6729400753974906
leaf_count=65 479 1 277 42 14 9 527 205 874 20 50 25 24 54 20 31 20 28 52 12 54 23 866 31 23 12 73 70 39 14
internal_value=0.000682457 -0.0140508 0.00792353 0.000790226 -0.00148174 -0.000319563 0.00135499 -0.0152362 -0.00115359 -0.0130612 -0.0244862 -0.0110061 -0.0167894 0.00151272 0.000231277 0.00315472 0.00262724 0.00177874 -0.00945476 -0.0217975 0.0145374 0.000601584 0.000274451 0.000710554 0.00103937 0.000198089 0.00730973 -0.0091928 -0.0233386 0.00218331
internal_weight=370.346 2.68929 1.0063 367.657 73.1965 65.2363 294.46 2.77309 62.793 4.97014 2.82292 7.9602 5.62928 291.687 163.831 127.856 124.45 116.174 10.492 2.70848 8.27638 161.122 157.806 154.346 151.1 133.225 17.8746 13.4996 3.67537 12.8441
internal_count=4034 757 278 3277 1058 967 2219 270 953 79 59 91 66 1949 1237 712 681 607 80 66 74 1171 1151 1128 1097 987 110 121 51 87
is_linear=0
shrinkage=0.0253575


Tree=283
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 2 2 1 1 1 0 2 2 2 2 2 1 0 1 1 2 1 0 2 2 2 1
split_gain=4.46681 4.9767 4.57988 3.21889 2.30402 4.0148 4.87969 2.13778 2.29518 2.11684 2.08423 4.02619 2.85313 2.72037 3.35125 3.29451 2.4084 1.92807 3.07043 2.57111 2.06915 2.52238 2.03764 1.9051 3.19675 2.62577 2.2336 1.89719 2.51082 1.90598
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.57944372925000021 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.34452561300000012 39.577821550850011 43.89540535710001 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 44.952171034750002 35.171584490050009 38.064633603500006 37.198331469900005 35.050303764500008 0.40667944075000007 0.54499865270000014 0.43590012275000006 0.45434268435000008 41.872294782850005 0.34584293880000011 0.46495613905000005 41.147265497500008 41.178189531300006 41.035283712600005 0.42473279245000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 9 5 6 -2 10 -9 17 11 12 13 14 -1 -15 -12 18 19 -4 -19 27 -20 26 -25 -26 -10 28 -22 -29
right_child=2 -3 3 -5 -6 -7 -8 8 23 -11 16 -13 -14 15 -16 -17 -18 20 22 -21 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.0027984999086091743 -0.0029910503894649593 0.00059771256438969516 0.0022942872399799494 -0.0015659040519526478 -0.0017901524868566005 0.0014493015481051234 0.0019308350722157513 -0.0033213581174663482 -0.0013018423302336025 -0.0012532759515749376 0.002010034074114726 -0.0024181697699859448 0.0013384990183636888 0.0021764717239616698 0.00070893783209664135 -0.0032029544530359083 6.6405368640526191e-07 0.00086286654157941543 -0.0036029024956355949 -0.0011598302112855957 -0.00080212961615567873 0.00046523376076208555 4.9301342701518708e-05 -0.0022660752680473619 -0.0014760377213318451 0.0017446757678665078 0.0012131406414885122 -0.0033239948357554907 0.0018720856941115878 -0.00034695573265984558
leaf_weight=2.0963433976285257 4.5908460281789321 228.45269223302603 2.6479532271623594 7.2116737014148375 14.285612070467321 5.018900740891695 1.8251211196184156 2.0706251405645189 3.5464863488450664 6.195122381206601 7.1335803279653183 4.6035717856138936 8.8908244762569648 0.9245823472738256 11.211869174614547 3.6593982800841331 8.4459883961826545 36.792858585715294 2.9242882411926985 2.9577261637896299 9.2221110388636607 36.370478918775916 1.4976125881075857 7.5106161348521692 3.2187921814620495 3.3483328856527805 6.4591063652187586 2.9801204688847056 3.0221693739294997 2.6200555935502052
leaf_count=136 98 1041 7 879 355 19 7 68 70 160 33 96 46 4 48 101 39 121 38 46 91 207 18 117 86 19 27 33 9 15
internal_value=0.000238106 0.000412662 -0.000137467 8.07326e-05 -0.00110834 -0.000256544 -0.00159094 -0.000165502 -0.000748926 0.000191475 0.000159388 -0.000218517 0.000159568 -0.000426256 0.000156437 -0.00211793 0.000920715 0.000280062 -0.000779588 0.00047179 0.000396819 8.05361e-05 -0.00236597 -0.000527754 -0.0011315 0.000166084 0.000321704 -0.000703553 -0.000142072 -0.00193118
internal_weight=441.735 301.573 140.163 114.442 25.7205 11.4349 6.41597 73.1201 26.154 107.23 46.9662 31.3866 26.783 17.8922 13.3082 4.58398 15.5796 101.035 10.0276 5.60568 91.0078 54.2149 4.4219 24.0833 14.0777 6.56713 10.0056 17.8445 12.2443 5.60018
internal_count=4034 1931 2103 1624 479 124 105 890 387 745 503 431 335 289 184 105 72 585 109 53 476 355 56 319 222 105 97 148 100 48
is_linear=0
shrinkage=0.00254622


Tree=284
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 0 2 0 2 2 0 1 1 0 2 1 0 2 0 1 2 2 1 1 0 0 1 2 2
split_gain=0.825368 1.2943 1.28118 1.13217 1.27251 0.73181 1.32411 1.01263 0.98437 0.853645 1.21793 0.671042 2.0389 1.92866 2.48004 2.07885 3.56987 1.90208 1.71961 2.04282 1.64242 1.8343 1.73343 0.881381 0.892994 2.8457 4.14786 2.35689 0.97105 0.84702
threshold=0.5718990449500001 40.00488309970001 0.57152480465000022 0.43837010870000009 0.57402472980000019 40.890797847750008 0.58415915690000009 40.80591513400001 0.58650938595000024 42.522337019050006 42.536568606950006 0.54646567465000018 0.44805544745000009 0.43691805635000008 0.56719858685000013 40.844669808050007 0.40509266190000009 0.55257327625000008 42.310579034350006 0.55769288345000012 0.45036076765000005 39.458743938000005 40.583589072600013 0.43401395170000007 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.41988263825000011 42.006870117350005 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -3 -5 7 -7 -6 -8 -10 -11 23 13 14 15 16 -13 -17 -19 -20 -14 -22 -23 24 27 26 28 29 -26 -1
right_child=1 3 -4 4 5 6 8 -9 9 10 -12 12 20 -15 -16 17 -18 18 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0022531267807255426 -0.024060128138275232 0.017931607300071008 0.017695471751044994 -0.031423900655667567 -0.0060324540816172187 -0.027863142576530154 0.027481714723586258 0.025623318549600285 -0.026956995188844989 0.029862166247808786 -0.023131334834258398 0.012171056694782778 0.016643576424067188 -0.021544228216973577 0.019363015307392359 -0.01489783534107361 -0.026249751576947811 0.013297401468265326 0.0095832311425350803 -0.027640907391825668 0.0078547376713097861 -0.033578110824880152 -0.003087334789826895 0.013374091340321569 -0.040925833081816826 -0.022489032373077832 0.021674328021929007 0.015032570645880339 -0.0072747611318849208 -0.00023213489856608932
leaf_weight=126.80800635559717 1.7384025350911523 1.2575879478827117 2.3613817542791358 0.89623027853667725 1.1554365052143114 1.2086663907393815 0.59374435292556915 0.99997621634975065 0.67499857360962756 0.53346133232116699 0.40450208319816738 1.7181600779295063 4.1318118423223522 3.7440671222284427 2.2299129478633395 3.4745865482836953 5.0636139307171106 5.3326961919665319 1.6371595449745657 1.4973367564380167 7.302234720438717 1.2373397033661602 4.9295208370313048 3.0437480309046796 0.82163329469039847 3.4575753919780254 2.9815324172377586 6.3277713283896437 1.0191059217322616 170.63431826839224
leaf_count=862 393 14 16 16 57 81 5 11 135 1 264 5 12 40 13 40 109 20 14 34 40 22 90 61 12 22 9 20 38 1578
internal_value=0.000609649 -0.00610467 0.000786263 -0.00206384 -0.00595219 -0.00185429 -0.00848588 0.00865384 0.00212752 -0.00720556 0.00700842 0.00067454 -0.00204936 -0.00631817 -0.00359751 -0.00633203 -0.0165159 -0.000548602 0.00533973 -0.0081986 0.00394063 4.38431e-05 -0.00920511 0.0010402 0.000919893 -0.00654295 0.00489042 0.00112331 -0.0222953 0.000827402
internal_weight=369.217 9.46301 359.754 7.7246 6.46702 5.57079 3.41537 2.15541 2.20671 1.61296 0.937963 357.392 42.2984 24.6975 20.9535 18.7236 6.78177 11.9418 8.46719 3.1345 17.6009 13.4691 6.16686 315.094 312.05 8.27985 4.82227 303.77 1.84074 297.442
internal_count=4034 977 3057 584 570 554 486 68 405 400 265 3041 439 275 235 222 114 108 68 48 164 152 112 2602 2541 81 59 2460 50 2440
is_linear=0
shrinkage=0.0230319


Tree=285
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 2 2 0 1 2 0 1 2 2 1 0 1 2 1 1 0 0 2 0 2 2 2 2 1
split_gain=4.11016 4.61258 3.84459 2.80611 2.68466 6.30068 2.28566 3.27609 2.82522 2.4458 2.27805 1.99329 3.42593 2.00911 2.36339 2.04796 1.76173 2.5827 1.71099 1.64985 3.14783 2.30514 4.39489 1.82357 2.55551 2.25116 1.7274 1.68518 2.3315 1.63356
threshold=0.39091643965000006 0.53043322055000008 0.47736594710000008 0.59897907245000015 0.39408999735000005 0.39587138110000003 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 36.728658719300007 0.54499865270000014 0.43590012275000006 42.094663496250007 39.952536079750011 0.42039160505000012 0.53833717555000005 0.4019490434500001 49.835088602800006 0.45368402140000008 0.4591329601000001 0.55974372025000008 0.56294721715000018 40.890797847750008 0.57152480465000022 40.80591513400001 42.599563320500003 41.571132012400007 39.337369931850013 0.34452561300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 29 6 -2 -6 7 8 -3 -9 -7 16 13 14 15 -13 17 -8 -15 21 -21 -14 -23 25 -25 -24 27 28 -22 -1
right_child=1 3 -4 -5 5 10 11 9 -10 -11 -12 12 19 18 -16 -17 -18 -19 -20 20 26 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0001866438115352355 -0.0038255191306985382 0.0035946992836314896 0.00069184058060860751 -0.0032924720972209547 0.0018388785598285888 0.00067372678927868845 0.00058019369014109803 -0.0042951450814129851 -0.0011323769928989996 0.00089090380845006283 -0.0035549495971732132 0.00068379838154072187 0.0025233871923294577 -0.0040966032558411875 0.00020830096027845205 -0.0038145236252869869 0.00113224079687034 -0.0029208643958280431 -5.6183389754503554e-05 -0.0037661762623806875 0.0020386245787523904 -0.0032721648180981072 0.00067545179239515739 0.00095890474728814901 -0.0027072903442256512 0.0035832427798771376 -0.0033938549758546466 0.0030187283134123417 -0.0025196955964334718 -0.00086381534300123439
leaf_weight=43.299084943952039 4.709309188649061 1.9453727379441241 221.69578646123409 2.6193428008118635 5.1862322390079489 1.679677402600644 8.5183229558169824 4.1860850476659834 4.2545619807206094 1.2459691937547175 6.7529947813600302 1.5315876416862071 6.5107005834579494 3.741405325010418 11.5152276083827 3.5352305769920349 34.637202389538288 3.0111658256500951 1.5713928025215862 2.6229599127545944 2.3549169362522644 3.0938139362260726 8.1459652371704596 6.1802511662244779 2.9732486577704549 4.2924543172121039 1.1491860351525245 2.5562209580093622 2.3842918048612773 24.461023441166617
leaf_count=503 98 5 1041 649 19 14 47 69 83 28 276 12 19 59 57 53 122 37 24 56 21 21 54 29 50 14 124 23 40 387
internal_value=0.000262198 -0.000188697 0.000484806 3.52221e-05 -0.00171067 -0.000979378 0.000106693 -0.00126329 0.000350852 -0.0031056 -0.00271265 0.000251134 -0.000119363 -0.00116259 -0.000605431 -0.00245478 0.000766022 -0.00033418 -0.00290155 0.000421078 -0.000656789 0.000803473 0.000349857 0.000868841 -0.000231952 0.00167892 0.00030901 0.00089229 -0.000254662 -0.000192566
internal_weight=432.361 142.905 289.456 124.577 18.3282 13.6189 121.958 11.632 6.19993 5.43205 8.43267 110.326 64.1589 21.8948 16.582 5.06682 46.1667 11.5295 5.3128 42.264 11.0676 31.1964 24.6857 21.5919 9.1535 12.4384 8.44462 7.29543 4.73921 67.7601
internal_count=4034 2103 1931 1696 407 309 1047 185 88 97 290 862 656 205 122 65 206 84 83 451 264 187 168 147 79 68 208 84 61 890
is_linear=0
shrinkage=0.00324939


Tree=286
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 1 0 0 1 0 1 0 0 2 1 2 2 2 2 1 1 1 2 2 2 1 1 2 2 1
split_gain=0.743303 1.20727 1.06178 1.59494 1.21437 0.780403 0.705892 1.04549 2.38876 1.54024 1.072 1.351 2.86925 1.1349 1.03662 3.75238 1.43207 1.28967 1.15401 1.47922 3.11209 1.89501 4.32698 2.40103 1.36299 1.7697 1.46728 1.04112 2.28031 1.01164
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.43929822460000006 0.46112391845000006 0.47721625100000004 0.47515044460000005 0.34494476210000008 0.47396784530000008 0.34512439750000007 0.47709649410000005 0.47700667645000011 41.646178195200001 0.34398670700000006 44.756878345700009 35.171584490050009 33.151194885250007 38.969453495950006 0.34219035360000005 0.32388251845000005 0.32058920395000007 44.952171034750002 48.96897326980001 37.999598532650005 0.33750486510000005 0.32168198560000011 45.700098835450007 50.205949521800008 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -5 7 9 -9 14 -10 12 13 -12 16 -16 17 -1 24 20 21 22 -20 -24 25 26 -18 -17 -29 -8
right_child=1 2 3 5 -6 -7 29 8 10 -11 11 -13 -14 -15 15 27 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.010503561987941433 -0.027098268660940488 0.032560865226518888 -0.031652483855527137 0.028513946784508862 -0.0012794005292808951 -0.0071037145465633576 0.002905744063575944 -0.030775136255124656 0.010397970752523076 0.015678800515384273 -0.00041832586654847023 -0.027114217598948435 0.016740288378470473 -0.029793396242691773 -0.032599644209482775 0.032788445864495176 0.0081857030624185919 0.027225599525498471 -0.036072223202083503 0.01714683043956677 -0.031055300532474121 0.016142077372919367 0.012651511102857425 -0.0096173738387682461 -0.029428633365049084 0.020529483664163559 -0.037144363868055488 -0.026924829693302611 0.036846804982160225 -0.0001092710705552284
leaf_weight=0.83847989805508349 1.6148750749416629 0.96987688541412387 1.6065726261585953 0.58100245543755624 2.7713896170025691 1.4744471917510962 147.38065452128649 2.5433562602847806 3.0261633843183509 3.9668359123170367 1.5254702344536766 1.8804355747997759 3.0011523365974426 2.1426367294043303 2.8253279558848581 0.93848120793700252 0.83893405739218296 2.2908195555210114 2.2493606859352537 3.3182739838957778 2.1757925860583773 4.7235845252871504 7.5320924203842861 5.8110750988125801 1.9903670446947215 1.3686676323413847 1.1428083702921865 0.96348952502012231 0.62716084718704224 154.37416226346977
leaf_count=63 393 2 76 5 97 404 798 31 13 32 8 14 15 60 179 4 33 14 154 11 58 20 49 33 23 4 13 50 1 1377
internal_value=0.000673675 -0.00670706 -0.00225914 -0.0122226 0.00749327 0.00296413 0.000858835 -0.00177842 -0.00793437 0.000215029 -0.00291598 -0.00762845 -0.00213433 -0.0175771 -0.00133266 -0.0119837 0.000330996 0.0171163 -0.00135518 0.000923747 -0.00146968 0.00169885 -0.00267656 0.0029532 -0.0123685 -0.00223363 -0.0179547 0.0110466 -0.00178098 0.0013633
internal_weight=368.494 9.01816 7.40329 3.66202 3.74127 2.05545 359.476 57.7208 14.1192 43.6016 11.5759 8.54969 6.66926 3.66811 39.6347 5.35446 34.2803 3.1293 31.151 25.8102 22.4919 20.3161 15.5925 13.3432 5.34078 3.35041 1.98174 2.52913 1.59065 301.755
internal_count=4034 977 584 485 99 409 3057 882 141 741 110 97 83 68 709 234 475 77 398 325 314 256 236 82 73 50 46 55 51 2175
is_linear=0
shrinkage=0.0260289


Tree=287
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 1 0 1 1 2 2 1 2 2 0 1 2 0 2 2 2 0 0 2 2 2 1 2 0
split_gain=3.64126 4.71126 3.96692 2.94714 2.37618 2.24662 4.12064 4.68444 2.20633 4.53547 3.35195 2.21702 1.86301 1.88259 1.73473 2.94421 2.54421 1.6672 1.86069 1.64707 2.10959 1.61881 2.82504 3.14718 3.49208 1.62534 2.30702 1.56722 1.50461 4.0679
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 43.89540535710001 0.54499865270000014 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.40509266190000009 0.41911918805000009 38.625745710700009 38.903925214650009 0.34512439750000007 40.413896136950008 40.636252116050009 0.54228915300000013 0.41988263825000011 37.627645350900004 0.56859076075000015 35.171584490050009 33.151194885250007 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 41.147265497500008 40.467253020850002 0.3979222179000001 43.631818398850008 0.53158588065000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 4 14 6 7 -2 -6 -10 17 -12 19 -14 15 -4 -16 18 -11 20 -1 25 23 24 -23 26 -15 -5 -7 -30
right_child=2 -3 3 27 8 28 -8 -9 9 10 11 -13 13 21 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0017788833009851764 -0.0039829772787160047 0.00071722641473053849 0.00097881320762184206 -0.00042819575223262664 0.0038947243589148076 -0.0031075784983534576 0.0020109708167706723 0.0024493494507310037 -0.0041732588579105985 3.1749865103235044e-05 0.0042589232660362429 0.00016753386171799509 -0.0041731369712771525 0.0044410889310620384 0.00043635497270059695 -0.0019031679731098523 0.0028604817038450268 -0.0041873949129349729 -0.0037200126479147171 -0.0001877763405394853 0.0028948091803478095 -0.0038243489108171253 -0.006087851092767947 0.0023617270824961255 0.00075297594815151468 0.0039336072797812914 -0.0042611536937484512 -0.0036144455394074718 -0.0034868241920775378 0.0030405507132821941
leaf_weight=1.4762501248624165 4.4422277268022317 226.35965629853308 14.579570997506382 3.5085522308945647 1.4933815747499455 9.1995730069465917 4.9765045214444399 1.8258129954338072 3.2190415328368536 5.3215710334479791 1.5610552655998606 49.87050026585348 2.2112553301267353 0.54964655637741022 10.438610732555391 5.6101618818938723 9.4076892584562284 2.5805557239800692 2.1097606245893985 46.417157411575317 4.3747144564986229 4.5082135153934324 1.301446724683047 2.6698369830846786 3.2986541278660297 1.4671566896140573 0.94984698668122292 3.5489117812830955 2.5706610223278394 1.8959766980260608
leaf_count=66 98 1056 52 37 3 160 19 7 48 52 12 593 48 1 39 30 25 93 256 488 19 113 12 13 56 4 55 384 183 12
internal_value=0.000269432 0.000481201 -0.000183632 8.50337e-05 0.000225626 -0.00140504 -0.000285795 -0.00210931 -0.000167776 -0.000261599 -5.66663e-05 0.000291716 -0.000290592 -0.00126432 0.000875688 0.000177991 0.00158546 -0.00184632 -0.00103338 2.52897e-05 0.0017156 -0.000828086 -0.00139027 -0.000806718 -0.00189028 0.00140387 -0.0010713 -0.00203043 -0.00232596 -0.000716116
internal_weight=433.744 295.584 138.16 113.249 106.192 24.9108 11.2445 6.26804 66.1559 64.6625 61.4434 51.4316 69.2242 16.9561 40.036 20.1897 19.8463 10.0119 7.43133 52.2681 5.85096 14.7448 11.7782 10.4767 7.80687 2.96665 1.49949 7.05746 13.6662 4.46664
internal_count=4034 1931 2103 1624 1203 479 124 105 1057 1054 1006 605 875 302 146 82 64 401 308 573 85 254 194 182 169 60 56 421 355 195
is_linear=0
shrinkage=0.00338066


Tree=288
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 1 0 1 1 2 2 1 1 1 2 0 2 2 2 1 2 2 0 2 2 0 1 0 2
split_gain=3.22683 4.58594 3.7162 2.44719 2.33274 2.1273 3.62261 4.86823 2.06619 4.23607 2.71935 1.81931 2.78606 2.45752 1.82208 1.80059 4.00997 1.79933 1.70238 2.448 1.64202 4.18241 1.7659 3.46658 3.1878 1.87411 3.88303 1.76457 2.84982 2.96881
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 43.89540535710001 0.54499865270000014 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.40509266190000009 0.41911918805000009 38.625745710700009 40.636252116050009 0.41911918805000009 0.41988263825000011 0.41615520495000008 43.631818398850008 0.53158588065000012 38.903925214650009 44.421469061800003 47.927946529500012 0.34551360740000009 47.927946529500012 41.898943182100005 0.42018203045000008 42.488347682450005 42.719328117250008 0.45994131915000008 0.32388251845000005 0.47396784530000008 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 20 4 11 6 7 -2 -6 -10 -11 12 14 -13 -3 -7 -17 -12 -4 -20 22 -22 23 -1 -24 -26 -27 -25 29 -29
right_child=1 3 18 -5 8 15 -8 -9 9 10 17 13 -14 -15 -16 16 -18 -19 19 -21 21 -23 24 27 25 26 -28 28 -30 -31
leaf_value=-0.0039685166908288985 -0.0045453932089094254 -0.00028060841664497298 0.00083447994705512123 -0.0021681094513018267 0.0043170642279915837 -0.0036451773171355126 0.0021054015103530443 0.0029248982075074292 -0.0047365487199883642 -0.0020573237967311075 0.004521556697823793 0.00056433242128656994 -0.0020934612184923761 0.0032940230851341242 0.0024460629312932631 -0.0039691182194938057 0.0035070196685330051 0.00017233871505877677 -0.0036154048674516314 0.00095081269862369534 -0.0025918161191628079 0.0052447856478636213 -0.0046448084260736272 0.0027054701436053383 0.0030520821191590379 5.6114194654839704e-05 -0.0045514907618550478 0.00053706765798635498 0.00166028132092258 -0.0035873746247576535
leaf_weight=2.3018183760577804 4.4055144079029578 7.1758373975753802 212.31030725874007 6.3451340734027317 1.4706546664237965 9.412521012593059 4.7325523942708969 1.8243769332766531 3.0158381452783933 8.4989614393562061 1.4518213248811651 10.334641978144647 5.6175045669078818 9.2372121363878232 7.3232629671692848 2.3830560590140513 1.9125411529093979 45.337078671669587 3.1391530092805615 3.885473221540451 8.8136744238436204 1.1371212899684895 2.786060223355892 6.4883632659912136 2.2403893712908056 17.670668335631493 3.1938094049692145 6.9719712566584366 13.106363169848917 4.0980842299759388
leaf_count=223 98 31 982 421 3 160 19 7 48 401 12 39 31 25 20 183 12 593 43 16 180 2 60 21 20 187 71 38 46 42
internal_value=0.00030104 -0.0002007 0.000528241 0.00014743 0.000295148 -0.00169377 -0.000430995 -0.00235777 -0.000184745 -0.000298299 -5.6202e-05 0.00101791 0.000205777 0.00185265 0.00109659 -0.00270363 -0.000640496 0.000307291 0.000772853 -0.00108973 -0.000251492 -0.00169629 -7.22604e-06 0.000583092 -0.000758871 -0.000290292 -0.00064919 0.000924754 0.000446853 -0.000989782
internal_weight=418.622 130.479 288.143 105.808 99.4628 24.6706 10.9624 6.22989 59.7744 58.3037 55.2879 39.6885 20.1166 19.5719 14.4991 13.7081 4.2956 46.7889 219.335 7.02463 68.8083 9.9508 58.8575 32.9666 25.8909 23.1049 20.8645 30.6648 24.1764 11.0701
internal_count=4034 2103 1931 1624 1203 479 124 105 1057 1054 1006 146 82 64 51 355 195 605 1041 59 890 182 708 370 338 278 258 147 126 80
is_linear=0
shrinkage=0.00384563


Tree=289
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 2 2 2 2 0 0 1 1 2 1 1 2 2 2 2 0 2 0 0 1 0 0 1 1
split_gain=0.71293 2.20988 3.17918 1.6396 2.25547 1.30942 1.53537 2.9776 3.24763 2.49158 2.21215 1.0985 2.63116 1.80996 1.45862 0.66105 3.25123 1.50711 4.44499 3.53644 3.24575 2.7442 2.15354 2.09237 2.24648 1.6096 3.83488 1.34659 4.73355 2.00989
threshold=49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 48.778770352700008 43.832725745850006 48.457543166250012 47.709122305950011 45.295823381400005 0.42018203045000008 0.37331217625000007 0.34524415440000006 0.35862698720000002 43.89540535710001 0.39091643965000006 0.39382054430000007 39.952536079750011 40.003678352300007 39.458743938000005 40.206947806850003 0.54136103710000005 39.110279783550006 0.52863686715000002 0.56915960600000015 0.39591628995000006 0.53475943835000017 0.53866650695000018 0.41804137600000008 0.42114008565000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 10 8 9 11 -1 -8 -13 -14 -15 -12 -17 19 -19 22 -20 -21 23 -18 -25 -22 -27 -28 -29 -30
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 15 12 13 14 -16 16 17 18 20 21 25 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.023421021674941523 -0.029887465978128257 0.025658973852958834 -0.028699383527220734 0.018096430731366988 -0.023790197826199459 0.0092375155235058914 0.019463855970335332 -0.04525668908348561 0.014224813904885085 -0.024770471147993016 0.001801318944635429 -0.029032074513932658 0.006944791209141184 0.0012771582589783774 -0.026686151419445241 -0.025121766597304758 -0.027212289974664162 0.03116612926955074 -0.019731630003790693 -0.0050457088874533108 0.01709713604962524 -0.040222384660662733 0.013513489878149666 0.00014274119990023755 -0.02677257490119039 -0.025332388441023701 0.012027677384375922 -0.019526081923406564 0.015556839771153607 0.0017387434477488029
leaf_weight=1.9283022636082012 1.6228633746504773 1.7878552377223966 1.6155563186039215 1.5731885433197024 1.1641909301979465 9.2740495437756163 1.0077094472944832 0.92853737343102594 4.2825843743048599 3.6281341079156837 220.53332843421958 2.0305750556290141 6.312508359551428 1.9218737817136573 1.961895969812758 2.6947363782674065 1.7596867186948681 2.6709763556718817 3.660176132223568 2.3867126479744902 3.6410447731614104 2.2351425873930566 4.7192989462637334 25.675990076735619 1.7221882286248718 2.6524495603516689 7.0944813117384902 5.0392915718257418 6.4812557622790328 35.40867033903487
leaf_count=301 15 4 42 23 191 39 5 13 39 203 1323 64 42 28 226 82 35 5 59 29 13 49 42 211 345 74 25 38 23 446
internal_value=0.000629034 -0.00621118 4.5894e-05 -0.010474 0.000282301 0.000775875 0.000553177 -0.00527203 -0.00351622 -0.00802187 0.000942469 -0.00343039 -0.00531729 -0.000594517 -0.0128486 0.00108554 -0.00037821 0.000255922 0.00233176 -0.00333771 0.00112797 -0.0220573 -0.000783811 -0.00309788 -0.0015491 0.00239377 0.00144918 0.0027641 0.00136369 0.00387669
internal_weight=369.415 7.76365 6.14079 4.35294 2.73738 361.652 352.378 22.0738 21.1453 16.8627 330.304 13.2346 12.2269 10.1963 3.88377 328.375 107.842 105.147 66.6483 38.499 63.9774 4.62186 33.8772 29.1579 27.3982 60.3172 56.6761 54.0237 46.9292 41.8899
internal_count=4034 275 260 256 214 3759 3720 620 607 568 3100 365 360 296 254 2799 1476 1394 683 711 678 78 633 591 556 619 606 532 507 469
is_linear=0
shrinkage=0.0228135


Tree=290
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 1 1 2 1 0 1 1 0 1 1 2 0 2 1 2 1 0 2 2 2 2 0 0 1
split_gain=0.636146 1.49828 2.60502 1.57274 0.914086 1.18152 3.68907 1.53422 2.58624 0.749124 4.2398 2.35988 2.10506 1.75581 1.55773 1.3609 1.31511 1.25963 1.33529 1.51699 1.89128 1.99277 2.72518 1.25667 2.61248 2.03214 1.95049 1.49672 1.65579 1.2292
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.32058920395000007 35.419594101850009 0.49485045360000007 0.33992994225000006 0.40955360615000008 33.151194885250007 0.34311846950000008 0.45994131915000008 0.33750486510000005 0.32388251845000005 0.43780126340000008 0.34467530910000005 0.34219035360000005 41.243661560350013 0.47700667645000011 44.756878345700009 0.34551360740000009 40.098777110850008 0.34509445825000007 0.47604862130000009 49.122847560300009 48.86568841230001 44.421469061800003 47.709122305950011 0.55677973715000018 0.55832160710000012 0.34485494450000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 -7 -9 10 11 12 13 -6 16 -12 -11 18 19 20 -16 -22 -23 24 25 29 -27 -25 -29 -19
right_child=4 2 -4 -5 9 7 -8 8 -10 14 15 -13 -14 -15 17 -17 -18 23 -20 -21 21 22 -24 27 -26 26 -28 28 -30 -31
leaf_value=0.019176111527298291 0.017188571203371545 0.021004886199595622 -0.034241950171481961 -0.040494141291664995 -0.0012445498511809573 0.013320008430663235 -0.029921905481122786 0.022490652074998518 -0.030169658146791012 0.0143186305033741 -0.039674744241247284 0.029293586890041808 -0.029063014648061249 0.024801693954884844 0.030189591178774518 -0.013476944587197318 -0.0019475859446376831 -0.0082264980707353573 0.0080390373105066332 -0.028016147967398979 -0.034742937585320807 -0.027403038126483353 0.016071037080197186 -0.029203044368759569 0.025681347794692291 -0.023471017354619785 0.00067681062112082688 0.034100686217574616 -0.025192313548446216 0.0013065309029675538
leaf_weight=0.33725066576152984 2.0651178359985383 1.5883903503417971 0.75536323487176549 1.2356431878870351 19.04335069842638 11.289104234427212 1.9275502429809419 0.94816684315446709 1.3642080702702513 9.0037444317713362 1.9825870702043165 1.639207150787114 1.5110104903578747 1.6901361271738995 0.77345040673389842 2.9724974557757378 4.4569865241646758 8.3650248013436777 2.4876859821379176 2.5829938907409087 1.4899263898842035 1.4289626916870477 2.1907632499933243 1.789564996492117 2.5265264469198874 4.0409011436277051 3.9846225492656231 0.6120338439941404 0.52464642433915287 268.98864774353569
leaf_count=20 15 5 109 64 298 47 28 9 90 40 36 7 34 6 22 15 22 40 58 94 28 81 24 84 12 227 52 1 164 2302
internal_value=0.00060766 -0.00920948 0.0031995 -0.0277 0.000713971 0.00615879 -0.00555507 0.00959735 -0.00857681 0.00043556 -0.00334262 0.000934594 -0.00115519 0.000878667 0.000781189 -0.023959 0.00893272 0.000417601 -0.00773535 -0.0123705 -0.00550124 -0.0109038 -0.00109127 0.000724671 0.000886973 0.000667462 -0.0114818 -0.0152438 0.00673339 0.00101901
internal_weight=365.596 3.91665 2.34375 1.57289 361.679 17.5941 3.99267 13.6015 2.31237 344.085 28.8388 23.8837 22.2445 20.7335 315.246 4.95508 13.4607 301.786 10.9538 8.4661 5.8831 5.10965 3.61973 290.832 287.906 285.379 8.02552 2.92625 1.13668 277.354
internal_count=4034 198 114 84 3836 189 43 146 99 3647 396 345 338 304 3251 51 62 3189 307 249 155 133 105 2882 2633 2621 279 249 165 2342
is_linear=0
shrinkage=0.0244908


Tree=291
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 2 1 2 2 0 0 2 1 1 1 2 2 1 2 2 0 2 0 2 2 0 0 2 1
split_gain=4.14521 5.04884 4.06174 2.97039 2.43618 2.9688 2.28203 2.04105 1.99748 2.07109 3.21344 3.18078 3.46719 1.96643 2.90427 3.38679 1.67622 2.71762 5.69637 1.66944 4.18649 3.17348 2.05769 1.65586 1.5683 1.5072 2.34128 1.43336 1.40737 2.10363
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.4662734648500001 48.86568841230001 0.34512439750000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 0.39900002995000006 0.39382054430000007 0.39587138110000003 41.178189531300006 39.952536079750011 0.40509266190000009 39.952536079750011 41.32819714970001 0.42018203045000008 41.571132012400007 0.47396784530000008 35.879804895950009 36.79544512155001 0.53475943835000017 0.57944372925000021 41.942745071500006 0.42473279245000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 -4 16 27 13 19 -9 -10 11 12 -11 14 -2 -16 17 18 -5 21 -21 -1 -22 24 -23 -17 -27 -6 -18 -30
right_child=2 -3 3 4 5 -7 -8 8 9 10 -12 -13 -14 -15 15 25 28 -19 -20 20 22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0034044070100918236 -0.0037057188499643292 0.00074016001069700504 0.00076045745408138174 0.0036106884673402164 0.00051921776489602422 -0.0024618639873660226 0.0020255284166123119 -0.0041512333640271798 0.0016661851841242234 -0.0037038387372471593 -0.006126596034342696 0.0022772243337864481 0.00069373969684131357 -0.0037427182193003378 0.0011744872076128758 0.00094202767779144093 -0.0046106858394441199 0.00075930963146500236 -0.0036885057978565433 -0.0040634820417183816 0.0032558415424890881 0.0019821294967691358 -0.00026520929716666386 0.0028217056483128408 -0.0003408004430218379 -0.0036453255626225371 0.0010848843241962772 -0.0017649467711786943 -0.00267922311081658 0.0015621279149056226
leaf_weight=1.734869339736181 3.9403074495494463 226.09304817393422 42.799162546172738 1.4563147574663178 40.093729845248163 4.3727782060159361 1.9272062266245473 2.1997077141422805 2.851874033920466 4.5256481068208778 1.3633647114038474 2.6404139176011086 3.2766854576766491 3.980840233154594 6.6005880348384371 1.5365499518811683 2.1566002964973432 7.9596408158540726 5.1118397423997521 3.0173003869131234 1.889092937111857 5.1581672579050082 25.636899600736797 4.8901575058698645 7.6512021347880363 5.2065220922231674 1.4095689654350279 3.1404479048214844 4.7432352276518941 1.6782847400754688
leaf_count=132 90 1056 171 3 308 755 52 48 60 113 12 13 56 136 28 10 19 35 104 53 9 26 300 17 36 156 7 141 78 10
internal_value=0.000288514 0.000507755 -0.000176479 8.34589e-05 -0.000326296 9.47229e-05 -0.00137583 -0.000278432 -0.00125811 -0.000823942 -0.00142545 -0.000811691 -0.00185702 -0.00166493 -0.00122246 -0.000559231 -0.00119376 -0.000519894 -0.0020701 5.20173e-05 -0.000422656 0.000798018 -2.35616e-05 0.00120993 0.000594613 -0.00196289 -0.00263755 0.0003533 -0.002335 -0.00157073
internal_weight=431.042 292.928 138.114 113.512 70.7129 47.607 24.6016 66.8354 16.8577 14.658 11.8061 10.4427 7.80233 22.6744 18.6935 14.7532 23.1059 14.5278 6.56815 49.9777 30.5433 19.4344 27.526 17.6995 12.8094 8.15264 6.61609 43.2342 8.57812 6.42152
internal_count=4034 1931 2103 1624 1453 1204 479 875 302 254 194 182 169 427 291 201 249 142 107 573 362 211 309 79 62 173 163 449 107 88
is_linear=0
shrinkage=0.0032559


Tree=292
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 2 0 1 1 1 1 1 1 0 2 2 2 1 1 1 0 1 2 1 2 0 2 0 0
split_gain=0.639396 1.16497 1.0809 0.547441 1.21818 1.63596 1.02587 1.38317 1.65661 1.66972 0.963195 2.84213 2.33797 3.10498 2.94944 2.41928 1.71216 2.38646 2.83978 2.26355 1.93027 1.82938 1.52876 1.42395 1.16922 1.67965 1.09603 1.01703 0.914772 2.32084
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 42.779078631750004 43.018222997350009 43.047778594550003 43.157831852650006 0.50339810185000011 0.34623214870000002 0.34575312120000007 0.34623214870000002 0.35862698720000002 0.34527409360000011 0.34524415440000006 0.45994131915000008 44.262924377150007 43.487767439550005 47.709122305950011 0.39814676205000005 0.3782970569500001 0.39900002995000006 0.53158588065000012 0.4025178887000001 48.96897326980001 0.39193437325000008 48.96897326980001 0.42569084760000003 43.89540535710001 0.50410167360000013 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 28 -6 7 8 9 -7 12 -12 13 14 23 -14 -13 18 -18 -19 -20 -21 -22 26 -23 -26 -8 -24 29 -5
right_child=1 2 -4 4 5 6 10 -9 -10 -11 11 16 15 -15 -16 -17 17 19 20 21 22 24 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012448284511302726 -0.026326317122805566 0.015638083976798639 -0.02618866598944258 -0.0024991324439537234 0.021029927179642274 -0.030809836318381068 0.0022798863083173613 0.0032192399591520144 -0.049431658822342434 0.02127715105844219 0.018808448668344007 0.012513737659311672 -0.034369109282686466 0.027932134070844557 -0.025220646804695563 0.0027360787559398288 -0.027240954220452189 0.024074762852967443 0.035046140699815619 -0.034494676024535847 -0.045108104039469347 0.016486322511722523 0.0067762089536094463 -0.0088065804334452359 -0.031534026138364757 0.0068805119013093368 0.022081196666240581 -0.026279175970144921 0.0027802780992541411 -0.036279302388302043
leaf_weight=289.85201328713447 1.6206650300300673 1.3740180758759377 0.58294081204803649 3.2530232719145706 2.34048743918538 0.94438032223842971 6.9984769443981438 2.1497855242341757 1.0659555837046353 0.71742276009172201 6.1519944407045868 5.0908966707065728 2.935151942074298 2.3648142516612998 3.3557378165423861 1.9291323106735943 4.8227499346248823 2.8649901971220952 0.87877848744392384 1.0489755298476664 0.59551426209509362 2.3238128311932087 2.7772856182418768 5.6346282735466948 1.2034277464263143 2.0191218439722434 2.5180711019784212 0.79256242921110232 2.3109797914512455 2.2999382652342319
leaf_count=2132 555 10 314 42 14 43 112 20 12 4 31 39 32 5 37 15 202 9 3 58 8 8 20 33 19 57 16 137 23 24
internal_value=0.000640348 -0.0101871 0.00317869 0.00074758 -0.00127136 -8.84004e-05 -0.00089625 -0.0122198 -0.0243876 -0.00832318 8.46609e-05 0.00317339 -0.00358424 0.00016081 -0.00338781 -0.0196535 -0.000765768 -0.00426366 -0.0131196 0.00497284 0.000381999 -0.00332497 -0.0069312 0.0014478 0.00257012 -0.007465 0.0075193 -0.000562607 -0.0108272 -0.0164903
internal_weight=364.818 3.57762 1.95696 361.24 71.3881 63.5242 61.1837 4.87754 2.72776 1.6618 56.3061 30.5701 25.736 20.8717 18.5069 4.86428 24.4181 19.3272 9.86689 9.46033 5.04414 6.59534 4.16536 15.1512 5.54636 3.22255 9.51655 3.56985 7.86394 5.55296
internal_count=4034 879 324 3155 1023 934 920 79 59 47 841 591 250 203 198 47 560 521 370 151 168 142 165 161 84 76 128 157 89 66
is_linear=0
shrinkage=0.0257382


Tree=293
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 1 1 2 0 1 2 2 2 1 2 0 2 0 2 0 2 2 1 1 2 1 1 2
split_gain=2.17079 3.44848 2.90448 2.63753 3.91677 2.95691 2.22292 2.02294 6.14331 2.62918 2.05961 1.9609 3.15 2.19613 1.93303 1.99895 1.89474 1.87528 1.82881 3.98937 1.89939 1.79907 1.77928 1.46171 1.97307 1.43934 2.13608 1.4368 1.33502 1.29147
threshold=0.39072183470000005 0.47736594710000008 0.53544804050000006 0.39587138110000003 37.784765830350004 0.39476362980000007 43.89540535710001 0.40509266190000009 0.41615520495000008 36.728658719300007 0.54499865270000014 0.43590012275000006 39.952536079750011 41.178189531300006 41.385032804600009 0.39193437325000008 33.151194885250007 0.5681267027500001 43.631818398850008 0.53158588065000012 36.728658719300007 0.52688542260000015 39.685256516350002 40.636252116050009 0.41853537320000006 0.4662734648500001 42.522337019050006 0.4025178887000001 0.3979222179000001 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 14 7 27 22 16 23 12 -12 -14 21 -16 17 -10 20 -20 -5 -6 -9 24 -11 -13 -27 -4 -8 -3
right_child=2 29 6 18 5 -7 28 8 9 10 11 25 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00034016258108296774 -0.0057926482517740895 0.0010960848533216228 0.00055299428168994081 -0.00026864695053301345 -0.0012852372319748751 0.0042956783543202431 -0.00051077073422691713 -0.0014845155880887219 -0.0046732410568659857 0.0021984202274828047 -0.004630491655866549 0.0007737997849599713 0.0011837963339442941 -0.0024761018366637284 0.0018159209241466309 -0.0049806099068200327 -0.0049034520688460027 0.0044860779947805442 -0.0042225831548534081 0.0040982702517431925 -0.0047859092168286805 0.0034497610422572758 -0.0066773263875846986 0.0027599193753642033 -0.001104151903663338 -0.0044249390757354614 0.0033801239834999261 0.0030560129403636041 -0.0043796560010922166 0.00045149528803073213
leaf_weight=66.242011826019734 1.7764943540096307 92.207562256604433 8.8803717792034131 2.0296932086348516 2.7061714604496938 2.9425764903426161 3.2917211372405282 1.8656996120698739 0.63187549076974281 6.3211316913366336 3.4644468054175368 35.2438491480425 7.3745629936456663 4.3983605969697237 1.0540759880095723 2.3449268527328968 2.7045119720278308 0.92627394618466496 2.0962460855953391 1.7994055338203905 6.8199017073493451 2.687627911567688 2.7332252897322178 9.4317952767014486 5.8562278673052788 2.0907794017111878 0.82045939401723433 6.8084985464811316 2.7516574451001361 120.47960860095918
leaf_count=890 23 388 32 20 31 7 38 18 12 18 69 271 32 36 13 55 152 102 183 12 140 9 27 28 25 314 47 20 384 638
internal_value=0.000271687 0.000476573 -0.000161741 -0.00138185 -0.00012002 0.000738699 0.000141649 0.000288192 3.54445e-05 0.000302694 0.00048068 4.85174e-05 -0.00119462 -0.00018354 -0.00045167 -0.00287292 -0.00282899 0.000771704 -0.00271959 -0.000379172 -0.00374986 0.00107412 -0.0045707 0.00154848 0.000610176 0.00054497 -0.00222528 0.00163923 -0.00227234 0.000730948
internal_weight=410.782 278.929 131.853 26.2571 13.5119 11.7354 105.595 99.5521 83.8632 79.2643 75.0016 53.3925 15.2374 11.7729 8.7928 3.399 4.26266 1.55815 12.7452 3.89565 8.84959 5.3938 4.59892 21.6092 12.1774 38.1551 2.91124 15.6889 6.04338 212.687
internal_count=4034 1916 2118 493 138 115 1625 1203 1151 1106 840 769 137 68 108 68 266 114 355 195 160 40 45 71 43 632 361 52 422 1026
is_linear=0
shrinkage=0.00409931


Tree=294
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 1 2 1 2 0 2 1 1 0 1 0 1 2 2 0 2 0 2 2 2 1 1 2 1
split_gain=3.5674 3.09858 2.87576 2.65135 2.48158 2.59125 5.35052 2.55625 3.27025 3.22632 3.52427 5.31468 3.26496 2.54061 2.27666 2.61739 2.99907 2.11024 2.50943 2.02796 2.80445 1.58955 2.45493 2.14596 3.85788 2.65882 2.04784 2.51674 2.19668 1.86997
threshold=0.54646567465000018 0.55481871800000016 0.47721625100000004 0.42953803780000005 0.37078231190000005 0.53833717555000005 0.40301188585000008 41.385032804600009 0.37413550490000008 41.898943182100005 0.52507409960000018 48.86568841230001 0.39814676205000005 0.36945001650000003 0.59897907245000015 0.4301667614500001 0.55769288345000012 0.42209814075000007 39.525197829750006 43.525909308350002 0.50889194935000015 39.110279783550006 0.56915960600000015 39.458743938000005 40.206947806850003 40.377444152000002 0.43837010870000009 0.4445375887000001 41.646178195200001 0.45206730335000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 17 13 6 7 8 -6 -9 19 12 -12 -4 15 16 -3 18 -2 -11 -21 22 -17 -23 -25 -26 28 -28 -27 -29
right_child=1 14 4 -5 5 -7 -8 9 -10 10 11 -13 -14 -15 -16 21 -18 -19 -20 20 -22 23 -24 24 25 26 27 29 -30 -31
leaf_value=-0.00021718806999325755 0.00067795948464562778 9.7121820148625453e-05 0.00072456853374483813 -0.0051529160797895782 -0.0026874535158362346 0.00082629156836972069 -0.0041649914594684024 -0.0050150653500781583 0.00059012175177859932 0.0019656892817370448 -0.0041864470664473288 0.0042002189911001615 0.0015445672615929124 0.0029309718808220959 -0.003338997113941782 -2.2991209264537448e-05 -0.0041796658534342061 0.00080276378347609743 -0.0045364848543425909 0.001463195172311204 -0.0044155158542283929 0.002812352757177625 -0.003944606869517843 -0.0028990555525397468 0.005181218979868717 0.0034981854306587626 -0.0034220328208478088 0.0015139039892987311 0.00039159961051006244 -0.00082665051534595814
leaf_weight=66.531281664967537 1.5674524419009666 3.9501690939068785 166.16200721263885 2.3908659741282463 3.5548269003629676 44.37001284584403 3.5046621779911211 1.9660741612315202 51.980820348486304 6.1184683814644831 6.071272384375332 1.2538131102919576 1.3233166262507436 5.9068106077611437 2.3128286474384359 8.4489390365779382 3.2803316917270422 3.3577893059700727 2.8298895042389631 1.9840318998321893 1.6040082201361654 4.3003991651348761 2.1987515869550398 3.6019715685397378 1.3955029845237756 4.2326022684574145 2.2878470816649523 7.2020701470319164 6.0349767580628395 7.7408700392115861
leaf_count=882 18 31 768 27 31 179 154 24 289 27 158 3 10 30 649 63 63 22 38 16 31 17 123 57 2 15 28 48 32 199
internal_value=0.000274149 -0.000425859 0.000403847 -0.00210916 0.000543531 0.000186436 -0.0001713 1.32128e-05 0.000380325 -0.000990075 -0.000558941 -0.00209366 -0.00316084 0.00080031 -0.000126165 9.74328e-06 -0.00184317 -0.00117078 -0.00267777 0.000808479 -0.00116484 0.000292129 -0.000832806 0.00061765 0.00032721 0.000729404 0.00050348 -0.000192959 0.00167223 0.00030143
internal_weight=429.465 67.1333 362.331 10.146 295.8 123.731 79.3613 75.8566 55.5356 20.321 18.3549 8.6484 7.39459 172.069 56.9873 54.6744 7.2305 7.75513 4.39734 9.70651 3.58804 47.4439 10.6477 36.7962 32.4958 28.8939 27.4984 17.2308 10.2676 14.9429
internal_count=4034 1432 2602 105 1720 922 743 589 320 269 245 171 168 798 1327 678 94 78 56 74 47 584 186 398 381 324 322 275 47 247
is_linear=0
shrinkage=0.00330603


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 1 1 2 1 1 0 2 0 0 0 2 2 1 1 0 0 2 2 1 1 0 1 2
split_gain=5.83269 7.38813 5.60869 3.4093 2.48182 2.0957 2.33019 2.02703 5.76093 3.71852 2.02112 4.06415 3.43904 1.97954 3.01269 2.92383 2.33654 2.29974 2.21977 1.7629 3.05786 5.27825 2.96011 2.63466 2.42103 2.94523 4.4982 3.37508 2.20962 3.67013
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.57944372925000021 43.89540535710001 0.34452561300000012 0.47700667645000011 0.40509266190000009 0.41615520495000008 38.244973486750006 0.39587138110000003 0.39476362980000007 0.53043322055000008 39.525197829750006 0.45994131915000008 0.46898296455000005 0.42018203045000008 35.879804895950009 41.674196414850009 0.37078231190000005 0.37977904855000005 0.50889194935000015 0.50278434775000014 39.861052345600008 41.289992964000007 0.34575312120000007 0.34587287805000005 0.4778150355000001 0.34545372890000009 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 7 13 -7 -4 -9 -10 11 12 -2 15 -15 16 -1 -18 -16 22 21 -21 24 -23 -3 27 -27 -26 29 -29
right_child=2 19 3 -5 -6 6 -8 8 9 -11 -12 -13 -14 14 18 -17 17 -19 -20 20 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0027402838248849659 -0.0023470036242110282 0.0010671711247989052 0.0011507750471007507 -0.0016676652660518045 -0.0014335198762782783 -0.0014572754467442298 0.00012179731325157581 -0.0026959967402454344 -0.0011776777727358734 0.00052821616373386162 -0.0018857586531802382 0.0019163403372480109 0.0017669252916625597 7.449302803487188e-06 -0.0043790751701356248 0.0022674439049522022 0.0017774811883010744 -0.0006733246451406566 -0.0004446678595579316 0.00085417217439233374 0.00068697207777905218 -0.00054940672683645875 0.0019376282454484839 -0.0035902284765587031 0.0016193220747276903 0.0022806868111112095 0.00041854224926615957 -0.00069399517378973812 -0.0013216056428538856 0.0012226239226989745
leaf_weight=1.7469234731979693 6.2511025257408637 79.183502614498138 16.349774114787579 6.891291123116388 5.8000750695355228 15.665760064497592 10.555730063468216 4.5372328013181678 9.8586759725585562 68.802630967460573 14.424395414069293 3.4846100583672515 1.7565912902355192 24.216518728062514 1.9840233810245984 5.9139999002218238 4.9871208965778333 5.3615577258169651 1.8891351893544195 7.6220288723707181 39.211149910464883 3.5611475929617882 15.05037250369787 4.1795404609292746 7.1989982798695555 12.009704455733297 32.292374767363071 17.035474138334397 10.707659266889094 11.158574000000952
leaf_count=107 107 299 52 879 160 334 53 43 141 349 355 10 7 285 24 19 25 27 16 30 157 19 64 52 22 67 145 83 60 43
internal_value=0.000295283 0.000492303 -0.000148982 0.00010253 0.000218326 -0.000235264 -0.000821603 0.00031457 0.000150242 0.000314415 -0.00123823 -0.000425493 -0.00144456 9.82491e-05 -0.000332785 0.000770536 3.86404e-05 0.000507741 -0.00246007 0.000712269 0.000302076 -0.000680316 0.000833512 -0.00219128 0.000735524 0.000445036 0.000923345 -1.46116e-05 -0.000316981 6.45598e-05
internal_weight=449.688 311.531 138.156 112.24 105.348 72.3208 26.2215 99.5483 83.1985 78.6613 25.9167 11.4923 8.00769 46.0993 28.0897 18.0096 12.0956 10.3487 3.87316 239.211 54.5739 15.3627 184.637 7.74069 169.586 90.4028 44.3021 46.1007 38.9017 28.194
internal_count=4034 1931 2103 1624 745 890 387 585 533 490 479 124 114 503 325 178 159 52 40 1041 258 101 783 71 719 420 212 208 186 126
is_linear=0
shrinkage=0.00259775


Tree=296
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 1 1 0 0 0 1 0 2 1 2 2 1 0 0 1 2 0 0 0 0 2 0 0
split_gain=0.879722 1.06618 1.12833 0.692965 2.27154 1.34168 0.878887 0.729032 2.35197 2.04066 0.999873 1.70959 2.00115 1.08261 1.42772 3.23781 2.61806 1.98499 0.824743 2.45115 3.61333 1.90215 0.919349 0.809536 0.715079 1.12559 1.61021 3.39093 1.63746 0.963653
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.46280051495000007 0.45368402140000008 0.58415915690000009 42.402981339000007 0.44805544745000009 0.43967246490000006 0.5771833178500001 0.57152480465000022 0.54646567465000018 0.43401395170000007 0.5654770815500002 40.844669808050007 0.40509266190000009 42.094663496250007 43.487767439550005 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.42039160505000012 42.006870117350005 0.56341127510000011 0.47736594710000008 0.4778150355000001 0.47883296910000012 40.636252116050009 0.47961138885000004 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 -6 -7 8 10 -10 11 12 18 14 15 -13 -16 -18 21 20 22 24 -20 -9 -1 -26 27 -27 -28 -30
right_child=1 2 -4 -5 5 6 -8 23 9 -11 -12 13 -14 -15 16 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.0017505792100862973 -0.03253311349979468 0.038602220790129371 -0.030463509983957821 0.012908674915421619 -0.034389800372592046 -0.031264481254804563 0.031329738573011662 -0.0019851661734896454 -0.038563332253575625 0.01627261663037222 0.016965843055789843 0.014381375881056743 0.02793499319940702 0.0051246098865727454 0.0075850470074296265 -0.034380330454487594 -0.04168934425151366 -0.0016108774429859998 -0.051952376484777532 -0.027457857427414172 0.027180316801180285 0.025059961980110141 -0.0083527306795371289 0.013894886174590034 0.011151109149243908 0.0058997005322697924 0.012694274385544938 -0.024668738115058153 -0.006669112309450359 0.0020306342962132765
leaf_weight=58.030279049649835 1.5435137956228566 0.50977158546447743 0.37905740848509595 4.4294807736296198 2.6147037451155479 0.32323055807501067 0.56924291793256998 4.6074464451521626 2.4610566133633252 0.83545662264805276 3.5961721319472408 1.6846383586525977 2.6065823722165069 5.2207020763307801 6.9510325603187066 4.8681302908807993 2.312605295330286 2.2318646335043013 0.79399776132777145 3.4935106076300144 2.8784074410796165 3.1216392889618865 1.0097870351746676 8.2037137597799283 11.744240086525677 6.9917501360177976 12.760444555431603 6.377291907556355 12.460800763219593 192.14776444691233
leaf_count=895 479 1 277 27 123 38 15 22 54 28 59 5 45 40 32 108 25 49 12 22 9 9 38 66 48 27 58 58 63 1302
internal_value=0.000869639 -0.017302 0.00914787 0.000990626 0.000844349 -0.023435 0.00865975 0.00108261 0.000818596 -0.0246659 0.00106476 0.000895418 0.00148223 -0.00703378 -0.0105508 -0.0218443 -0.00411312 -0.0220061 0.0012611 -0.00824062 0.00609789 0.00151694 -0.0275446 0.00818373 0.00127239 0.00199584 0.00152984 -0.00868204 0.00215792 0.00150081
internal_weight=367.758 2.43234 0.888829 365.326 360.896 3.50718 0.892473 357.389 344.578 3.29651 341.282 337.685 314.416 23.269 18.0483 6.55277 11.4955 4.54447 311.81 8.1757 4.68219 303.634 1.80378 12.8112 300.513 242.482 230.738 13.369 217.369 204.609
internal_count=4034 757 278 3277 3250 176 53 3074 2986 82 2904 2845 2586 259 219 113 106 74 2541 81 59 2460 50 88 2451 1556 1508 85 1423 1365
is_linear=0
shrinkage=0.0303162


Tree=297
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 2 0 2 2 0 1 1 2 2 1 0 2 0 0 0 0 0 0 1 1 0 0 2
split_gain=4.45943 4.45732 4.27933 3.03717 3.54363 3.26494 2.69537 3.76456 3.41099 3.29045 4.64618 3.26827 2.73998 3.81683 4.64557 2.3573 2.1675 4.01431 3.25749 3.14251 8.27298 3.08769 3.07608 2.51379 3.02538 3.85271 3.28461 2.10362 2.0806 2.04736
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 41.872294782850005 47.927946529500012 0.42018203045000008 42.599563320500003 41.827117825850003 0.57944372925000021 41.243661560350013 40.80591513400001 0.54228915300000013 0.43401395170000007 0.40509266190000009 39.952536079750011 41.741384785950011 0.35862698720000002 0.49787431515000008 36.620308449100001 0.5216909673500002 0.51675099550000014 0.49336846205000007 0.5231430197000001 0.51505942935000004 0.50706565670000014 0.37668033890000002 0.36945001650000003 0.50008981770000005 0.51675099550000014 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 3 5 -5 -1 7 8 9 10 11 -3 13 -13 -15 -7 21 -18 27 20 23 -4 -21 24 26 -26 -20 -19 -29 -2
right_child=1 6 16 4 -6 15 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 18 19 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0033954894086594984 -0.0043669677127612574 0.0011199525041038197 0.00089355480193651911 -0.0013830016917415818 0.00068546582346864268 0.00043715845342857669 -0.001095672331775983 0.0015971682373506373 -0.00341273350455603 -0.0021358344917094159 0.0021351726380084758 0.0019628260829889065 0.0001361631458951515 -0.0041969815995409514 -0.0002184226626232283 0.0030999650191069019 -0.0024974411933146937 0.0034762943997478151 -0.00073303768285588704 0.0025660857646468416 -0.0037628305562609223 0.0025358183677102668 -7.4437231186630094e-05 0.0028181817672524208 -0.0034612126439393493 0.00091796969869043432 0.0020542621169298142 -0.00049208811581985588 0.0022021805465258005 -0.0011577699838629407
leaf_weight=2.2648409373359746 2.3846305441111353 16.518578104674816 103.8782070055604 27.792075127363205 13.192497201263903 48.255502512678504 17.585489030228928 19.370594760868698 3.0846318358089766 6.3783569633960715 12.541009387001393 2.5682286694645873 20.695703909732401 7.122871080413459 5.7122854813933372 3.8796860948204985 4.8907287325710049 5.5340724363923099 8.6043413802981465 9.7322398535907286 6.4170722253620616 14.036862500011919 9.337298743426798 3.8598800562322131 5.0832408107817155 3.7863359525799751 9.7313615903258306 5.421059697866438 7.2179006934165955 21.567723259795457
leaf_count=223 29 57 453 481 54 252 540 143 494 44 44 8 157 109 28 13 33 17 40 29 41 73 49 12 51 19 43 25 23 450
internal_value=0.000302047 -0.000190881 0.000530122 -4.15322e-05 -0.000717184 0.000467499 8.52678e-05 0.000306216 -2.88947e-05 0.000117014 0.000337545 -9.09058e-05 -0.000644982 -0.00169451 -0.00242632 0.000635314 0.000806165 0.000387192 0.000575991 0.000187001 -0.0003656 0.00108905 0.00127317 0.00033616 -1.59886e-05 -0.00159178 0.000746274 0.00178647 0.00104656 -0.00147727
internal_weight=428.445 135.53 292.915 95.3846 40.9846 54.4 111.578 93.9923 74.6217 71.537 65.1587 52.6177 36.0991 15.4034 12.8352 52.1352 197.531 79.6155 74.7248 56.5518 37.4822 117.915 19.0695 31.0652 27.2053 8.86958 18.3357 18.173 12.639 23.9524
internal_count=4034 2103 1931 1023 535 488 1624 1084 941 447 403 359 302 145 137 265 908 382 349 284 206 526 78 165 153 70 83 65 48 479
is_linear=0
shrinkage=0.00328654


Tree=298
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 1 1 0 1 0 0 0 2 0 2 0 2 0 2 1 1 2 2 2 2 2 1 2 0
split_gain=0.789665 2.4494 2.21231 1.34459 2.4024 5.11383 1.56913 3.46374 1.78608 2.40514 3.76421 1.38711 5.02855 2.89916 1.19408 0.964324 2.18537 2.73474 3.56846 2.70421 1.42987 1.73881 1.40704 4.10544 1.79904 4.50218 1.35204 1.29776 1.26807 2.19173
threshold=0.37078231190000005 0.36945001650000003 0.49485045360000007 0.5017514446000001 0.51191581090000016 41.898943182100005 0.37977904855000005 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.52432561900000019 0.52688542260000015 38.748048509250005 0.5054040298000001 41.827117825850003 0.48068920095000006 42.686561923500008 0.47916230050000003 41.872294782850005 0.34524415440000006 0.3459626957000001 42.865207177650007 43.426640904350009 43.631818398850008 44.169240047700008 41.535369675400013 0.34575312120000007 41.319407281650008 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 -4 5 -5 -6 -8 -9 -10 -11 13 -13 -12 -7 26 17 18 19 -17 -18 27 -19 -24 -25 -26 28 -22 -1 -30
right_child=2 -3 3 4 6 14 7 8 9 10 11 12 -14 -15 -16 16 20 22 -20 -21 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0027506601367712669 -0.041017110797088426 0.019401600363241251 0.017419581720775339 -0.034908773969574043 -0.014708235734564427 0.019808850205186787 0.018016567196031702 -0.016610484508320346 0.012689727020791308 -0.033458826682122571 -0.011426124490102508 -0.030420668987031663 -0.00016808499841721567 0.014753762040462179 -0.0083030033478556208 0.02672878936865751 -0.0077170921626704457 0.012031498950246872 -0.042295617609715376 -0.01295127685236141 0.0056119678505667523 3.5054955893664681e-06 -0.029494406672782955 0.018461874791716851 -0.034433719712859509 0.0017046501381959471 0.0096373059400223799 0.019855427985119231 0.0057553601445308284 -0.014011083714954943
leaf_weight=90.66447284759488 0.79166140838060428 4.4895926900207987 2.4576521201524875 3.5718897306360295 4.1533093601465216 1.8311005800496789 6.2873037811368695 3.8770073484629384 8.3531220648437721 2.0347764156758776 3.4427795447409144 3.3276789889205238 111.17329233590863 8.9639919302426261 1.7261011186055837 1.1547876968979824 5.6267567276954642 4.3383511002175501 2.2088610827922812 8.0538794193416816 9.405635438859461 16.342650793492794 3.0258806326892254 2.8723522536456612 2.2531819194555309 20.214563878253102 14.455978265497832 6.2687220573425284 5.924751182086764 7.4423917159438133
leaf_count=693 32 30 21 45 30 17 25 31 36 18 19 109 1897 56 28 6 27 35 23 129 44 84 108 28 56 198 78 60 25 46
internal_value=0.000686598 0.00168751 -0.000578461 -0.000379865 -0.000655436 -0.0144128 -8.54406e-06 0.000405483 -0.000378849 7.95058e-05 -0.000737406 -0.000212767 -0.0010473 0.00748905 0.00616782 0.00129037 -0.000735359 -0.00439724 -0.014615 -0.00797531 0.00355669 0.00553798 -0.000830084 -0.00279716 0.000390777 -0.00191949 0.00268827 0.0113084 0.00172265 -0.00524995
internal_weight=366.734 204.743 161.992 161.2 158.742 7.12909 151.613 147.46 141.173 137.296 128.943 126.908 114.501 12.4068 3.5572 200.253 81.7656 44.1219 11.4175 9.20867 37.6438 32.017 32.7043 28.366 25.3401 22.4677 118.488 15.6744 104.032 13.3671
internal_count=4034 1670 2364 2332 2311 90 2221 2191 2166 2135 2099 2081 2006 75 45 1640 798 583 158 135 215 188 425 390 282 254 842 104 764 71
is_linear=0
shrinkage=0.0242498


Tree=299
num_leaves=31
num_cat=0
split_feature=0 2 2 2 1 1 2 2 1 0 2 2 0 1 0 2 2 2 2 2 2 0 1 0 0 1 1 2 0 2
split_gain=0.695369 1.0197 0.983713 0.580095 1.38723 1.48677 1.01496 1.10568 0.716554 2.78231 3.32103 2.08754 1.82451 1.81194 1.78952 2.37182 1.6238 2.4973 3.08441 2.04632 1.96748 1.21836 1.60837 1.02571 2.09568 4.40582 1.01845 2.21182 1.56899 1.44211
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 32.724174661450007 0.38052752915000004 0.31761025120000003 34.883496062400006 33.96174662340001 0.35862698720000002 0.48537468940000006 41.319407281650008 40.241071441700008 0.48351845755000006 0.34551360740000009 0.48244064550000004 42.141702038450013 41.975471476700008 42.686561923500008 42.522337019050006 42.719328117250008 41.385032804600009 0.48028502140000007 0.34566330350000002 0.47754558250000007 0.47700667645000011 0.32636747405000005 0.34311846950000008 38.969453495950006 0.46989611090000011 40.159267750750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -5 9 12 11 -11 14 -12 16 -16 20 18 -18 -19 26 22 23 24 25 -22 28 -28 -8 -29
right_child=1 2 -4 6 -6 -7 8 -9 -10 10 13 -13 -14 -15 15 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.018742547026472583 -0.022927174020476164 0.012322089426977718 -0.022839272340111488 -0.0012630509085213143 0.0035042419534259189 -0.035354244916236531 -0.0026838912672322119 0.012500097555098698 -0.00048933994998925456 0.0022653280015177083 -0.01076908650698763 0.022853946873665133 -0.010796016975882864 0.0055082490451262307 0.00015207409489234993 0.019806322262383744 -0.0058328079047828482 0.024085134765870053 -0.03337686452218698 -0.0016644547943702173 0.023611026071204005 -0.0022650085068040599 0.021625195433232373 -0.0027088806871075951 0.019727219100571437 -0.033643912060001981 0.012459407800974003 -0.0083632389930932 -0.025784732917859769 0.0017257970112884661
leaf_weight=0.32181948795914594 1.5522030227002681 1.3138262028805909 0.57573146192589764 4.836760451551525 2.1637776982970536 1.2421769886277614 8.9810500787571055 7.4753147475421429 171.08912046346813 3.496628761291503 4.4049819186329868 8.5021867454051954 7.2075015679001799 15.716269064694641 6.9701067730784398 5.5478190928697586 8.0940665120724571 1.6294515579938877 2.737054659985005 32.972762988414615 1.3619734230451341 4.7691834345459929 4.7509781941771498 4.21186912804842 4.9619731456041336 1.3428768110461531 7.3197105305735013 9.8773002643138152 1.7708576545119274 25.606576986610889
leaf_count=14 555 10 314 40 25 70 125 50 1621 25 25 54 44 76 30 58 97 4 38 366 23 19 27 17 13 19 65 47 11 152
internal_value=0.000577348 -0.00945674 0.00160873 0.000673448 -0.00812874 -0.0242229 0.000765713 0.00709329 0.000538797 0.0015601 0.00751434 0.0168541 0.000195132 0.00194478 0.000791185 0.00886264 -4.80862e-05 -0.00339402 -0.0127933 -0.000451882 0.00198004 0.00772906 0.0105952 0.00618371 0.011069 -0.00481433 -0.000317063 0.00123319 -0.00648864 -0.00108259
internal_weight=362.804 3.44176 1.88956 359.362 3.72777 1.564 355.634 12.3121 343.322 172.233 32.1201 11.9988 140.113 20.1213 132.906 12.5179 120.388 45.4333 10.8311 34.6022 74.9543 21.3989 16.6297 11.8787 7.66682 2.70485 53.5555 42.8036 10.7519 35.4839
internal_count=4034 879 324 3155 109 84 3046 90 2956 1335 180 79 1155 101 1111 88 1023 505 135 370 518 118 99 72 55 42 400 264 136 199
is_linear=0
shrinkage=0.0224301


Tree=300
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 2 0 0 1 2 2 2 2 2 2 2 0 2 1 0 1 1 0 2 1 2 1 2 0
split_gain=0.606648 0.934776 0.858535 0.50629 1.47618 0.863826 2.04988 2.65027 2.82342 2.20454 1.35427 2.49061 1.37943 4.42381 1.28952 3.05044 1.13105 1.10923 1.45672 0.980541 2.09961 1.99115 2.40048 1.44779 0.971885 2.50506 1.80899 0.814304 2.32353 2.2599
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 0.47736594710000008 0.47754558250000007 0.34452561300000012 40.413896136950008 0.47515044460000005 0.47464147780000004 0.34494476210000008 41.872294782850005 47.927946529500012 42.686561923500008 42.719328117250008 44.756878345700009 44.952171034750002 35.171584490050009 0.47700667645000011 41.289992964000007 0.34311846950000008 0.45994131915000008 0.33750486510000005 0.32388251845000005 0.43780126340000008 44.952171034750002 0.31761025120000003 48.96897326980001 0.36006406990000012 38.625745710700009 0.49787431515000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 16 7 8 -7 -8 17 12 -12 -14 -15 -16 -1 18 -11 20 21 22 23 24 25 -18 -26 28 -6 -29
right_child=1 2 -4 4 27 6 9 -9 -10 10 11 -13 13 14 15 -17 19 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.016735295214029906 -0.02979145826957276 0.01469804621224338 -0.029690034398940642 0.019182807521412173 0.020775777370024229 -0.033600505597099609 -0.038014213506780851 -0.056194883398625856 0.043659821218646283 0.0099826476539331792 -0.033832529576082244 0.037089724091752679 0.039975852169316525 -0.032389074033000106 0.042302136029343081 -0.031288782468486286 -0.03446215616950099 0.017902002858487469 -0.044640888142481787 0.011038103008273927 -0.021466797627046778 0.032215283583410484 -0.036533427099064611 0.028221724816862657 0.01290732228123029 0.0035853135410916616 -0.0090873896027210098 -0.02202107682725549 0.0019888902647593608 0.00029784472927416934
leaf_weight=3.4994054152630261 1.407193788327276 1.2918999255634842 0.52173228474566702 3.8784359991550437 5.9119654223322859 1.0146039140527165 1.373794618994 1.5065534859895704 0.66971874237060536 1.217976540327071 1.9173056171275655 0.98014917969703663 1.4066576361656187 2.6683934091124684 0.81030782312154759 1.1800287663936613 2.3575063757598569 4.8254273682832718 0.63272472587414075 5.1268728328868738 4.3665653280913821 1.5821081809699524 1.5678958445787419 1.5364794433116902 7.3284600730985385 3.9469978809356689 5.6468737870454788 3.9573735757730892 111.73862338345498 174.06981037044898
leaf_count=82 555 10 314 15 33 73 28 12 1 59 41 2 3 93 2 55 195 14 11 26 47 7 35 6 49 23 33 50 614 1546
internal_value=0.000687884 -0.0119299 0.00192881 0.00080181 0.00128243 -0.00171685 -0.00657257 -0.0280525 -0.00288033 -0.00254385 0.000572023 -0.00684517 -0.0122397 -0.00541406 -0.0191191 -0.00132837 0.000937517 0.0105298 -0.00869225 -0.000714702 -0.00284139 0.000552086 -0.00168586 0.00093888 -0.00123539 -0.0106422 0.00333521 0.00104763 0.00293294 -0.000198283
internal_weight=359.94 3.22083 1.81363 356.719 299.556 57.1628 20.2036 3.19088 1.68432 17.0128 15.639 8.96284 7.98269 6.06539 4.65873 1.99034 36.9592 6.67613 1.8507 33.4598 28.3329 23.9663 22.3842 20.8163 19.2798 6.3045 12.9753 295.678 117.651 178.027
internal_count=4034 879 324 3155 2258 897 394 86 74 308 280 196 194 153 150 57 503 84 70 421 395 348 341 306 300 218 82 2243 647 1596
is_linear=0
shrinkage=0.0292046


Tree=301
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 1 0 0 1 1 0 1 0 2 1 0 2 2 2 2 0 0 1 0 2 0 2 1 1
split_gain=0.53405 1.20751 0.971098 1.15417 1.38696 1.06306 0.61999 0.653093 0.82793 0.591573 0.819015 0.660852 0.505352 1.82962 3.19964 2.599 1.59098 1.87304 1.1382 2.55852 2.03458 1.28841 1.37888 1.98481 1.58002 1.28784 2.28325 2.97467 2.63154 1.86008
threshold=0.5718990449500001 0.57152480465000022 40.00488309970001 41.218101594450012 0.4591329601000001 0.43929822460000006 0.46112391845000006 0.59734738480000016 0.59897907245000015 0.4445375887000001 0.44751654140000008 0.57537199485000012 0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 41.385032804600009 40.563919884450009 40.316494640950005 40.94178426300001 0.51675099550000014 0.5017514446000001 0.36204005870000006 0.50465554925000011 39.420767558750008 0.46898296455000005 38.121007182500009 0.34674111555000003 0.34398670700000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 5 -5 -4 -6 -8 -9 -7 -11 -12 18 14 -14 16 -16 -18 19 25 -20 22 23 -22 -24 26 27 29 -28 -1
right_child=2 -3 3 4 6 9 7 8 -10 10 11 -13 13 -15 15 -17 17 -19 20 -21 21 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0025585926131630144 -0.024382458602512116 0.017731986797258157 0.028957779132564282 -0.028442100343495022 0.024374452142725378 -0.016295041940917521 -0.026241734313547118 0.027345464040927935 -0.023552038092728111 0.031062142094540598 0.010509206460027775 -0.024349667318404496 -0.034178403981518043 9.4422282523608009e-05 0.022692169640925495 -0.024921798487224613 0.014152883040104364 -0.029302812540372807 -0.011449402136156309 0.014161371578405385 0.00064115232770633286 -0.011701588979993943 0.024247945242366425 -0.020813069597855782 0.0035759374842576548 -0.0023597384629199837 0.016448351096658556 -0.042682357429728333 0.0029925138797648057 -0.031805654259103866
leaf_weight=6.4755859387805668 1.2630106187134496 2.2672854103147975 0.92404332756996188 1.5256388947600501 0.49686395120806981 0.8625285699963573 0.53894005063921191 0.45759668876416981 0.28722888970514759 0.55707550048828114 0.76617294177412965 0.49383086152374744 2.4099299670197052 98.059837704524398 2.0758476336486638 1.9288862547837196 1.1821646429598334 1.020360088907182 8.3880762925837171 10.276234241668133 115.48052237159573 4.6250920901074997 2.7909102663397771 2.4310665365774176 7.6031494429334998 28.290266745723784 9.9565235525369626 1.1478753583505747 41.366984304506332 1.0046360313717739
leaf_count=136 393 16 2 76 5 5 89 5 310 1 3 88 49 816 21 190 17 32 106 52 984 38 24 45 59 153 41 17 196 65
internal_value=0.000500396 0.000639527 -0.00543706 -0.00197418 -0.0120002 0.00722448 0.00208715 -0.00653885 0.00771774 -0.000270087 0.00733661 -0.00315296 0.000527689 -0.000817821 -0.0111988 -0.00227705 0.00793225 -0.00597877 0.00112616 0.00306491 -0.000225409 0.000482838 0.000922055 0.000198815 0.00912658 0.00177267 0.00372268 -0.00746152 0.00560288 -0.00205672
internal_weight=356.954 348.781 8.17293 6.90992 3.30627 3.60365 1.78063 1.28377 0.744826 2.67961 1.81708 1.26 346.514 106.677 8.61719 6.20726 4.27837 2.20252 239.837 98.5181 141.319 132.931 128.306 117.912 10.3941 88.2419 59.9516 8.6281 51.3235 7.48022
internal_count=4034 3057 977 584 485 99 409 404 315 97 92 91 3041 1125 309 260 70 49 1916 660 1256 1150 1112 1029 83 608 455 218 237 201
is_linear=0
shrinkage=0.0234978


Tree=302
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 0 1 1 0 0 0 0 0 2 0 2 2 2 1 2 2 1 2 0 0 2 2 0 0
split_gain=2.30013 3.51291 3.28236 2.74721 3.80721 4.7354 2.39594 3.14509 2.16668 2.7788 4.80725 2.18869 5.14141 2.08168 1.9261 4.05567 2.52394 1.71651 2.53637 1.63713 3.34523 3.60951 1.84945 1.57994 2.29924 2.55699 2.18812 1.95218 1.75953 4.10659
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.56065686655000013 0.56395018115000017 0.55974372025000008 0.56294721715000018 0.4784437592000001 43.631818398850008 0.53158588065000012 36.728658719300007 44.262924377150007 47.927946529500012 0.40509266190000009 39.952536079750011 41.178189531300006 0.42473279245000012 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 0.45798030000000006 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 4 5 -2 -3 19 11 -10 -11 -9 -13 23 16 -16 -5 -4 -19 -8 -21 -22 -23 27 25 26 28 -1 -25 -30
right_child=1 6 17 14 -6 -7 7 8 9 10 -12 12 -14 -15 15 -17 -18 18 -20 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00025497507468441529 -0.0045607059125642602 0.00087763528230039452 0.00084185563253899641 0.00034654654284697049 0.0025227212221685664 0.0031622481053290062 0.00093619398359853854 0.0028814672300222057 -0.0077472081754266066 0.0032832361035999452 -0.0021581172117716638 -0.0044893997981073621 0.0009825222230943158 -0.002659123616983458 -0.0040246643003958964 0.0040329057094598596 -0.0045992186751353734 -0.0040112054565092552 0.0010176871100593397 -0.0044814514131557293 0.00085346128414917112 -0.0050634085509332002 -0.00073766433057120893 -0.0031189556541334242 -0.0047258779869790695 0.0039758437574362315 0.00063748995864581983 0.0033477890283005905 0.0031436054115318965 -0.0018508067316101483
leaf_weight=42.630100569338538 3.9432185571640748 42.433990113437176 179.60095624998212 1.9845575205981711 4.9023917922750115 1.7572588399052618 3.6361695397645262 6.4791212119162109 0.88374769594520231 3.5219481680542222 8.4495689084287715 2.9850638192147043 22.039185574511066 4.7740385346114627 2.0807461733929808 1.7699400801211593 7.7453880675602704 2.7986873462796202 3.4020600356161594 5.5901287798769799 7.866720996797083 3.4221754604950547 2.712783389724791 6.4506534812971976 1.9631456751376379 1.9533627778291691 12.746191166341303 3.3717623688280574 3.325778402388095 10.410702105611561
leaf_count=453 98 171 849 20 19 7 43 22 15 17 924 21 205 31 183 12 140 43 16 104 35 49 18 258 28 5 54 16 24 154
internal_value=0.000271643 -0.000147896 0.000477562 -0.00149817 -5.62149e-06 -0.00217999 0.000148905 -0.000308625 0.00030217 -0.00105158 -0.000557304 0.000854582 0.000329794 -0.000146709 -0.00266345 -0.000321061 -0.00359046 0.000771975 -0.00125209 -0.00147507 -0.00192259 -0.000900967 -0.00315063 -1.94028e-06 -0.000605656 -0.000373802 -0.000631792 0.000481667 -0.00143322 -0.000641595
internal_weight=407.632 134.204 273.427 24.1835 10.6029 5.70048 110.021 67.5866 44.3586 12.8553 11.9715 31.5034 25.0242 87.6257 13.5806 3.85069 9.72995 185.802 6.20075 23.228 19.5918 14.0017 6.13496 82.8517 36.8498 34.8867 32.9333 46.0019 20.1871 13.7365
internal_count=4034 2103 1931 479 124 105 1624 1453 1204 956 941 248 226 1023 355 195 160 908 59 249 206 102 67 992 523 495 490 469 436 178
is_linear=0
shrinkage=0.00391285


Tree=303
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 1 1 0 2 1 0 2 1 2 0 0 0 2 2 0 2 2 2 0 2 2 0 2
split_gain=0.569115 1.27423 2.39854 1.25835 0.829145 0.987807 3.02227 1.07308 0.555053 2.44465 1.48075 1.16791 4.24398 1.14316 1.07555 1.76407 2.68378 1.68804 2.56786 1.52136 2.09195 1.48477 2.22612 1.67344 2.90413 1.49794 1.60763 3.31212 2.80266 2.30809
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31761025120000003 34.883496062400006 0.34398670700000006 0.49830843385000007 0.36575252235000005 0.35862698720000002 0.48637765340000011 41.872294782850005 0.34587287805000005 0.49336846205000007 43.157831852650006 0.34608245260000009 39.577821550850011 0.46898296455000005 0.43260680815000008 0.42569084760000003 41.806790701050012 40.241071441700008 0.48351845755000006 40.159267750750011 41.319407281650008 42.719328117250008 0.47997065955000012 41.872294782850005 42.434124620650003 0.4778150355000001 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7 -8 9 14 11 -11 -13 -12 15 16 17 18 -6 20 -16 22 -17 -23 -25 26 29 -28 -29 -24
right_child=4 2 -4 -5 8 6 7 -9 -10 10 13 12 -14 -15 19 21 -18 -19 -20 -21 -22 23 25 24 -26 -27 27 28 -30 -31
leaf_value=0.018327047012969642 0.022306704075070065 0.020343360577347411 -0.034683634900260482 -0.037841424252664874 -0.025549515937660503 -0.026173085299422524 0.02709496058536294 0.0053038288710161152 -0.00057097638780825096 0.026740771471028234 -0.0013481078000726068 -0.016357748370264612 0.025701728611163717 0.013682328322238042 -0.002059669500920592 -0.014375351387062366 0.014020149037803331 -0.015506908891013197 0.030554332613672346 -0.0015399037825764733 0.022661730862657502 0.0013791329287753458 -0.0011754710998909891 -0.035711859703841935 -0.00078975918921929183 0.0044349464444698675 -0.032061716017997725 -0.00049675312971388661 -0.023119186323544972 0.01688637679225722
leaf_weight=0.30095565970987026 2.0915423408150664 1.4999210238456728 0.70038801420014341 1.194889186095679 0.74904675711877922 1.6882403669878829 1.7270672768354396 6.4450878401112277 173.24557577061933 3.7641224861145037 9.3655236288905126 2.3665028549730778 3.7175967916846275 4.522824950516223 3.3511462165042776 6.8122915318235746 11.001038048416374 4.055277680978179 1.4312880337238312 8.2665842720307392 5.3680301159620285 3.9761108979582769 24.364579221000898 3.0589276999235153 2.7041221186518669 32.290562711656094 2.6881330590695169 24.49238098226488 3.8149302788078776 5.1690921308472744
leaf_count=14 16 5 109 70 76 23 7 95 2360 20 43 18 37 24 27 35 44 28 3 55 36 16 196 25 18 172 72 328 41 21
internal_value=0.000525637 -0.00905786 0.00282753 -0.0265406 0.000626117 0.00698192 0.00373129 0.00990907 0.000403071 0.00141155 0.00871021 0.0159921 0.00934206 0.00354664 0.000205056 -0.000573204 0.00672669 -0.00614062 0.01128 0.00600602 0.0131603 -0.00172365 -0.000829309 -0.0108728 -0.0193258 0.000164872 -0.00211309 -0.00601866 -0.00354554 0.00198578
internal_weight=356.224 3.69615 2.20031 1.49584 352.528 11.9519 9.8604 8.17216 340.576 167.33 23.7366 9.84822 6.0841 13.8883 143.594 126.608 17.2367 6.23561 2.18033 16.9858 8.71918 109.371 99.632 9.73916 5.76305 92.8197 60.5291 30.9954 28.3073 29.5337
internal_count=4034 198 114 84 3836 141 125 102 3695 1335 142 75 55 67 1193 1075 151 107 79 118 63 924 865 59 43 830 658 441 369 217
is_linear=0
shrinkage=0.0245507


Tree=304
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 0 2 0 2 2 0 2 1 0 2 1 1 2 0 1 1 2 1 0 0 2 2 1 2
split_gain=0.739267 0.616724 0.496675 1.35325 1.4689 3.15348 1.71836 2.03491 2.00971 1.6265 2.63901 2.25042 1.89848 1.49577 1.48357 1.59534 1.99242 1.46647 1.38366 2.10266 1.15546 1.8164 2.09663 1.65921 1.62197 1.05179 0.932147 1.22887 2.97728 0.926546
threshold=0.3055746834000001 0.37331217625000007 42.779078631750004 0.5681267027500001 0.54228915300000013 0.54386096225000014 0.51675099550000014 43.426640904350009 0.50339810185000011 43.018222997350009 43.047778594550003 0.4815274992000001 43.157831852650006 0.34623214870000002 0.5398790455000001 43.680097826700013 0.39162001140000008 0.44805544745000009 48.86568841230001 0.53866650695000018 0.34623214870000002 0.34527409360000011 44.262924377150007 0.34521421515000011 0.45994131915000008 0.55609113500000007 48.96897326980001 48.226196960950006 0.33204095685000007 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 8 -8 9 11 -11 -4 13 -12 15 -9 -17 25 19 -18 21 23 -23 24 26 -7 27 28 -14 -22
right_child=1 2 3 -5 5 17 7 14 -10 10 12 -13 20 -15 -16 16 18 -19 -20 -21 29 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.027764580996053584 0.022033511886072363 0.0010282306666300779 -0.0018861123448308743 -0.028621463055343712 0.030702969228835118 -0.032023326218834983 -0.042433634690066321 0.020166944641809733 0.014043959812922186 0.029201129229759808 -0.0068725057694438915 -0.037735363519278822 -0.030213160595333723 -0.050087237493052141 -0.041875546075963187 -0.039834794448864723 -0.031722548597107103 0.018130485364074654 0.019499781291746527 0.012988059795523475 0.0039315093257220888 -0.03413105770367042 0.0031189538329644971 0.02047990447236845 -0.022183027482568073 -0.0016484445668963411 -0.0077415832925035056 0.013788587143104934 0.03443468672993602 0.027706320129884686
leaf_weight=0.68214508076198299 0.99010475259274144 283.85576892115932 3.1664209854789069 1.3414531399612304 3.2312404196709377 1.3645742167718711 1.4686897285282601 1.6053085401654223 6.1872526907827696 2.0861937552690497 1.3701198864728206 2.1952391192317009 1.6424349704757424 1.0454852776601908 0.84761381894350041 1.3241882584989069 1.7851944963913411 1.595901373773813 1.500891746021807 1.3813096731901169 7.0939902198733744 2.7440996300429097 1.8886837214231489 2.5501927919685832 2.7482424005866042 2.2124642943963408 5.6257480382919312 5.5435525700449944 0.77690690010786045 1.4640870690345762
leaf_count=125 6 2651 38 393 9 34 24 9 60 11 33 24 57 12 10 20 129 17 52 4 131 32 15 8 33 37 33 17 6 4
internal_value=0.00053414 0.000588882 0.000528501 -0.00156408 -0.00101783 0.009614 -0.00255727 -0.0128731 -0.00043248 -0.00256806 -0.00051662 -0.016564 -0.00231397 -0.025576 -0.00773192 -0.00392238 -0.0103766 -0.00355907 -0.00201897 -0.0122186 -0.000562238 -0.00367732 -0.018945 6.76824e-05 -0.00311867 -0.0132359 0.000737009 0.0067271 -0.00945323 0.00799882
internal_weight=353.315 352.633 351.643 67.7875 66.446 8.40418 58.0418 9.9132 48.1287 41.9414 36.5797 5.36166 34.4935 2.41561 8.44451 7.59689 5.99158 5.17294 4.6674 3.1665 32.0779 23.5199 4.63278 18.8871 16.3369 3.57704 13.5886 7.96289 2.41934 8.55808
internal_count=4034 3909 3903 1252 859 97 762 248 514 454 392 62 381 45 224 214 205 88 185 133 336 201 47 154 146 71 113 80 63 135
is_linear=0
shrinkage=0.0272097


Tree=305
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 2 1 2 2 0 0 2 2 2 2 2 2 2 2 2 1 0 2 1 1 0 2 2
split_gain=2.88723 3.87188 2.33721 3.17961 3.35151 2.3697 1.97792 1.81659 1.43709 1.49277 1.5774 2.64671 2.70454 2.97249 1.34755 2.31396 1.32936 1.57299 1.27223 2.45301 3.40615 3.33261 2.56548 1.91381 2.28309 1.89694 3.02872 1.66775 2.03359 1.53077
threshold=0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39587138110000003 0.59897907245000015 0.52453519355000011 41.385032804600009 0.34512439750000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 41.147265497500008 40.467253020850002 35.171584490050009 33.151194885250007 42.599563320500003 41.827117825850003 41.218101594450012 40.80591513400001 0.39542229275000007 0.55769288345000012 43.077238082650005 0.44805544745000009 0.45107930900000009 0.54228915300000013 43.847983878700006 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 6 18 -5 -8 16 -10 14 12 13 -12 15 -11 17 -1 19 20 21 22 -4 24 -20 -25 -27 -26 -29 -23
right_child=2 -3 5 4 -6 -7 7 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 23 -21 -22 29 -24 25 27 26 -28 28 -30 -31
leaf_value=-0.0014921433837206826 -0.0040730600999180312 0.00055883401123731254 0.0016873616493969185 0.0026824512003336227 -0.0029928113169581695 -0.0028650296109704152 0.001439607426087263 -0.0035179360904909291 -0.0034340247270663025 0.0037367517552244147 -0.0031720989313526438 -0.0051403610071905923 0.0019103041136266591 0.00056605635318893101 0.0031419699289877909 -0.0037181623234783254 -0.0001527834577189215 0.002301242957615233 -0.0027316382425728639 0.0010399011761502248 -0.0018720739035761895 0.0024579035000455779 -0.00032442192049455631 -0.0033587545899404938 -0.00050351948611384787 0.0022982431448412121 -0.0031775066685089588 0.0032461246012042665 -1.9823528875441945e-05 0.00054233539264383066
leaf_weight=1.1494707358069707 2.6809814735315722 219.54357063770294 5.5958183929324141 2.5050693806260824 2.7412470446433872 2.3022954368498167 1.2449244111776354 1.1363979838788507 1.7804596866480995 0.55361133813857966 3.9756802734918857 1.1989955902099616 2.4267428815364838 2.9998804740607738 1.4319880185648797 0.84616679511964321 43.808183134067804 3.7288318425416946 2.189819714054468 20.819106474518776 7.4888799893669775 6.112175986170767 56.918138483306393 3.3406311245635143 7.6084839701652509 1.6996594276279213 1.5544298307504503 2.8336989879608154 3.3370214551687241 7.4280955148860812
leaf_count=66 49 1041 19 21 190 649 17 32 48 1 113 12 13 56 4 55 488 19 20 101 69 23 518 82 100 8 134 7 42 37
internal_value=0.000215724 0.000380069 -0.000118113 -0.00141723 -0.000483752 -1.44821e-05 0.000923821 -0.000926197 -0.000234121 -0.000994704 -0.000671389 -0.0011735 -0.000667638 -0.00156448 0.00120836 -0.000769749 3.54528e-06 0.00140741 3.72236e-05 0.000169203 -4.77765e-05 0.000131858 -0.000144341 -0.00057321 -4.26092e-05 -0.00185805 -0.000317441 0.000384737 0.00147995 0.00140704
internal_weight=422.98 283.444 139.537 10.3086 7.62764 129.228 4.88639 2.38132 63.9 15.2135 13.4331 10.6013 9.4023 6.97556 2.83177 1.39978 48.6865 4.8783 126.926 104.362 83.5431 76.0542 62.514 22.5637 15.969 6.59472 3.25409 13.7792 6.17072 13.5403
internal_count=4034 1916 2118 309 260 1809 70 49 875 302 254 194 182 169 60 56 573 85 1160 767 666 597 537 393 169 224 142 149 49 60
is_linear=0
shrinkage=0.00283508


Tree=306
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 1 0 1 2 0 1 2 2 2 0 0 2 1 1 1 0 0 1 0 1 1 0 1 1
split_gain=0.514676 1.10787 2.11789 1.15849 0.731358 0.974172 2.70844 1.45517 1.4203 0.632708 2.62998 3.43981 2.44461 2.06629 1.49877 1.85752 2.10616 1.32881 3.14652 1.28868 1.66725 0.885816 0.794624 0.740294 2.75468 2.75048 2.53216 1.14613 1.10153 1.57209
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31693661865000006 35.419594101850009 0.49485045360000007 0.33992994225000006 0.54429508100000012 0.43639411995000005 37.038444968100009 0.5296248615500001 0.46187239905000005 36.620308449100001 36.364346611650006 37.828051409500013 0.5231430197000001 0.54136103710000005 38.064633603500006 0.37347684200000003 0.42290649980000011 0.45280081435000008 0.50465554925000011 0.49649711085000009 0.45280081435000008 0.55677973715000018 0.46280051495000007 0.4662734648500001 0.56859076075000015 0.44805544745000009 0.43967246490000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 -7 -9 10 12 -12 13 21 15 -11 -17 18 -16 -18 -21 22 -6 28 -25 27 -27 -26 29 -19
right_child=4 2 -4 -5 9 7 -8 8 -10 14 11 -13 -14 -15 17 16 19 23 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.018953463874211186 0.014860100441950474 0.018891717401257099 -0.033315893014172947 -0.03565272536709773 0.0021831343919208141 0.013480386612474001 -0.025568818667440034 0.0040593624450012099 -0.03106176685239621 0.01549326605650651 -0.032290938010700834 0.02565494069420984 -0.013417844398336418 0.025191120327412032 0.011989037278713005 -0.022831944269630516 0.018943329372987934 0.00047078856216591303 -0.03613943075181212 -0.026811899291161151 0.015088115398515716 0.0068948382823399278 -0.025102102054098064 -0.062472387274310918 -0.031493244210905033 0.02306064766536876 -0.01286956204661811 -0.0058443697338275598 0.0082677587330836824 -0.018096575350397083
leaf_weight=0.27716334909200613 1.9133143536746531 1.4201553389430048 0.6503588470222893 1.1421639478357972 1.2728721515741219 9.4538281988352519 1.8919344882015137 2.7494553592987354 0.87025132757844392 8.334889739751814 3.1619419138878579 0.7225008166860788 4.7477751658298066 2.7397215031087399 1.3793107885867351 1.897551736794411 2.4763250052928925 273.88825598882977 1.7942712305812163 1.1143254092894497 1.0674336989177389 4.5687972269952297 1.1815148442983625 0.4755889605730762 1.880126025993375 2.8979546877089888 1.8415752322180194 2.136966724647209 10.315171962138264 2.6431609899736932
leaf_count=10 15 5 109 74 47 43 28 23 80 52 62 48 35 13 14 19 7 2375 37 26 35 29 6 12 85 16 545 60 68 56
internal_value=0.000471629 -0.00868411 0.00249305 -0.0249893 0.000563073 0.00542861 -0.00524078 0.00853409 -0.00438447 0.000316111 -0.00400286 -0.0215131 0.000684545 0.00754264 0.000569015 0.00798817 -0.00155387 0.000199845 -0.0152217 0.00711413 -0.00631216 0.00065803 -0.0109517 0.000365144 -0.00631303 -0.00326291 0.00909973 -0.0178489 0.000580082 0.000293317
internal_weight=352.907 3.48984 2.07051 1.41933 349.417 16.8788 3.80525 13.0735 3.61971 332.538 18.3951 3.88444 14.5107 9.76291 314.143 14.8905 6.55564 299.252 3.17358 4.65808 2.18176 7.02318 2.45439 296.079 9.23221 8.75662 4.73953 4.01709 286.847 276.531
internal_count=4034 198 114 84 3836 189 43 146 103 3647 240 110 130 95 3407 139 87 3268 51 68 61 82 53 3217 718 706 561 145 2499 2431
is_linear=0
shrinkage=0.02396


Tree=307
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 0 1 1 0 2 0 2 1 0 2 2 2 1 1 2 2 2 2 2 0 2 0 0 0
split_gain=2.01948 3.31846 2.34515 3.26486 4.36318 3.05032 1.94728 1.94494 3.65664 2.37271 2.88128 2.21985 2.21142 2.14899 2.78321 4.08921 2.02706 2.46828 2.08094 1.96125 2.5556 1.92473 3.76476 3.10007 3.00253 2.478 2.19016 2.47949 1.90348 2.24255
threshold=43.680097826700013 0.42018203045000008 0.50889194935000015 0.48386275860000011 44.169240047700008 0.53158588065000012 0.55769288345000012 0.39091643965000006 0.39382054430000007 0.47883296910000012 41.872294782850005 0.47961138885000004 43.426640904350009 0.32388251845000005 0.47396784530000008 39.110279783550006 42.719328117250008 42.434124620650003 0.34584293880000011 0.3447052483500001 41.147265497500008 39.952536079750011 40.003678352300007 40.206947806850003 39.458743938000005 0.54136103710000005 39.110279783550006 0.56915960600000015 0.53544804050000006 0.54228915300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7 9 -9 10 13 -11 16 -3 15 -15 17 18 -12 -16 -21 24 -23 -24 26 -26 27 28 -10 -30
right_child=2 7 5 -5 -6 6 -8 8 21 11 12 -13 -14 14 19 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0032077152492240961 -0.0045650644460803321 0.0020779557837632195 -0.003763052548915187 0.0020372236655026746 -8.6043643544607031e-06 2.1850372540799881e-05 -0.0032954474572019529 -0.003438595549600671 -0.001763509739065895 0.0018708111081523701 -0.00416997656731425 0.0005703021579608348 0.0016407335280182629 -0.0001206478008980081 0.0019613869589614565 -0.0042725974899946745 -0.0035255115002441051 0.00046861131439129979 0.00043592224172729724 -0.00093747103081095432 0.0011178792847725526 0.0040538358375660976 -0.0023783100515478968 0.0004159577810304094 -0.00064077709963026338 -0.0050208418289367403 0.001725342633997232 -0.0035956706388568615 0.0014979647751550372 -0.0005307220178323625
leaf_weight=2.615285030566155 2.2549382299184861 6.1591675281524649 3.9301512772217384 6.6426485853735349 22.082137374207377 9.4698367454111558 2.105819124612025 2.9531343076378098 6.0779512682929697 13.908082488924263 2.9095070511102694 157.22756427899003 2.3520212061703196 9.4545444203540665 7.8044278509914902 3.055789900943636 3.9406249043531707 5.6825982853770256 1.4215635964646933 11.053814768791201 12.606144182384012 2.6286277174949637 4.1108050653710952 64.751262165838853 2.6599877849221221 2.3849073415622115 5.2311627384042358 2.2706969312857828 8.2887999191880244 14.735712541267274
leaf_count=298 52 21 194 58 201 91 368 82 76 55 46 767 17 77 28 48 104 40 14 50 41 5 59 607 29 49 42 345 30 140
internal_value=0.000214259 0.000294064 -0.000397402 9.84069e-05 -0.000430781 -0.001388 -0.000581626 0.000319959 -1.10444e-05 0.000481706 -1.87382e-05 0.000675994 -0.00115806 0.000351831 0.000110068 -0.00113481 -0.0016298 -0.000883787 -0.00265821 0.000605034 0.00015763 7.84202e-05 0.000389044 0.000249151 -0.000454765 -0.00271139 -0.000143751 -0.000455403 -0.000210386 0.000199603
internal_weight=402.77 356.284 46.4855 30.9797 24.3371 15.5058 11.5757 353.669 116.093 237.576 66.4402 171.136 16.3063 50.1339 43.9747 12.5103 13.9543 10.0137 4.33107 31.4644 23.66 113.14 71.4907 68.8621 41.6492 5.0449 36.6043 31.3732 29.1025 23.0245
internal_count=4034 3070 964 311 253 653 459 2772 1464 1308 486 822 221 265 244 125 204 100 60 119 91 1382 671 666 711 78 633 591 246 170
is_linear=0
shrinkage=0.00312018


Tree=308
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 1 0 2 2 2 2 0 0 1 2 0 1 2 1 0 0 0 0 0 1 0 2 0
split_gain=0.455937 0.98587 1.89706 1.0332 0.650444 0.936648 2.26662 1.03109 0.597549 1.1523 2.13662 1.71527 1.56299 1.49297 1.51676 1.0659 3.31997 1.74156 1.27033 1.9413 1.06761 0.981492 0.953675 5.80935 2.09099 6.80698 3.16611 3.42067 2.0277 5.27313
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31693661865000006 34.883496062400006 0.34398670700000006 0.49830843385000007 0.36575252235000005 0.47721625100000004 49.122847560300009 48.86568841230001 44.421469061800003 47.709122305950011 0.55677973715000018 0.55832160710000012 0.36006406990000012 38.625745710700009 0.49949103320000005 0.36575252235000005 36.620308449100001 0.35165114815000004 0.47709649410000005 0.50706565670000014 0.51401155655000019 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.400997490450003 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7 -8 21 10 11 15 -13 -11 -15 16 -10 20 19 -17 -18 -6 28 -24 -25 -26 -27 -28 -20 -30
right_child=4 2 -4 -5 8 6 7 -9 9 13 -12 12 -14 14 -16 18 17 -19 22 -21 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=0.019678085456420587 0.022961770768809345 0.019924530235536069 -0.036092164712665485 -0.038073260460722472 -0.0014189970949605238 -0.024118478913176537 0.028665430473917026 0.004585430412441604 0.025742819672238706 -0.031006805756716355 0.02633838288014493 -0.024652147995168579 6.0979655626830082e-05 0.03619790601868865 -0.027170141776399863 0.0046799681087484907 0.0020824041580690365 0.020415556174357894 0.020713356118380929 -0.019133474924937607 -0.012082985325857424 -0.018176899682889613 -0.030001778542748107 0.017412881384232092 -0.050496856421143696 0.017083691538467265 -0.035230697456544294 0.00027027074113978943 -0.03353612549763841 0.013474228955422888
leaf_weight=0.26785234501585309 2.0313136652111998 1.3594448491930959 0.6048253146582282 1.0766234459297264 46.287638721056283 1.7148553393781165 1.5288041085004804 6.3246793292637449 4.2934855520725241 1.7341118906624609 2.2887406051158896 3.4514251297805449 3.6413624989800155 0.60027796030044533 0.46344474737998098 3.9975140951573831 106.76268090121448 3.511834178119897 4.7990987002849561 5.8227343037724495 3.8154883943498126 2.5533607173711053 4.4136867420747867 4.9804130345582953 1.8194779329933215 7.7245918065309516 1.9105159603059281 114.70137800241355 2.3913599483203143 5.3438132703304291
leaf_count=10 16 5 109 74 757 23 7 95 25 84 12 224 52 1 164 17 572 34 17 35 24 17 60 17 16 25 18 1454 37 33
internal_value=0.000514952 -0.00920678 0.00267623 -0.0265678 0.000607145 0.00673366 0.0032885 0.00927298 0.000396461 0.000852172 0.00101676 0.000812244 -0.0119647 -0.0159525 0.00858959 0.00114025 0.00302781 0.00217299 -0.000274884 -0.00943977 0.00159363 -0.00229508 0.000332887 -0.000309235 0.000690133 2.9949e-05 0.000769333 -0.000311361 0.00727703 -0.00105921
internal_weight=352.217 3.30875 1.96427 1.34448 348.908 11.5997 9.56834 7.85348 337.308 288.467 285.67 283.381 7.09279 2.79783 1.06372 276.288 118.383 114.09 157.905 9.82025 110.578 48.841 148.084 135.55 131.136 126.156 124.336 116.612 12.5343 7.73517
internal_count=4034 198 114 84 3836 141 125 102 3695 2921 2672 2660 276 249 165 2384 655 630 1729 52 596 774 1677 1590 1530 1513 1497 1472 87 70
is_linear=0
shrinkage=0.0263131


Tree=309
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 0 2 0 2 1 0 0 2 2 2 1 2 0 2 0 1 1 0 0 1 2 0 0 1
split_gain=0.430923 1.88714 2.25991 1.47086 2.40591 1.46819 2.1307 0.8913 1.58682 1.43966 2.40968 1.8116 2.01595 1.97059 2.46999 1.55618 1.49934 1.34176 1.25494 1.63092 2.01124 0.864152 0.654912 2.28387 3.02489 1.79169 0.880088 0.831525 2.00854 2.66794
threshold=0.54646567465000018 0.55481871800000016 0.42953803780000005 0.42209814075000007 39.525197829750006 0.4301667614500001 0.55769288345000012 39.110279783550006 0.56915960600000015 39.458743938000005 0.45206730335000006 0.55974372025000008 0.56294721715000018 41.092444989200011 42.283941020600004 42.558389508100007 0.44805544745000009 40.844669808050007 0.56065686655000013 40.583589072600013 0.56294721715000018 0.43401395170000007 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.41988263825000011 42.006870117350005 0.5398790455000001 0.53833717555000005 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=21 2 3 4 -2 6 -3 8 -7 -9 11 -11 -13 17 -15 -16 -17 -14 -12 -20 -21 22 25 24 26 27 -24 28 29 -1
right_child=1 5 -4 -5 -6 7 -8 9 -10 10 18 12 13 14 15 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072741910321643386 0.0125323808551316 0.0016673403594559114 -0.039335574164693306 0.0077454581579907136 -0.035399090421467841 -0.00019287731580542461 -0.032280686080077267 0.020945416181164286 -0.030951399021504063 0.026417419678105243 -0.045453004106738457 -0.020939115731309375 0.0075819143945095452 -0.024565448482518459 0.024220837818600887 -0.031841486466777306 0.0088800279211047189 0.032117366154290096 -0.034430687468727766 0.030048672967010363 -0.0096428239592918786 0.015254962506133217 -0.044106502110736592 -0.022970044926457139 0.022628033043345954 0.015227576652402446 -0.0057362693164728839 -0.0061827616157126382 0.011705083976555284 -0.024376804670551738
leaf_weight=255.32333441998344 1.1349402582272881 3.0620821816846719 1.8304852731525896 2.8903287528082728 2.0415916736237705 7.0557462312281114 2.2224612508434802 3.2706498978659537 1.4001047450874464 2.9117598235607209 0.66236438555642863 2.0087068886496118 3.5883089210838062 2.3012031763792038 2.3403017520904541 0.95230345113668624 1.8597044502384958 2.7364838942885399 1.2372434519347733 1.1504146121442316 3.9168686271004844 2.8740461296401909 0.72417641198262461 3.4341824129223824 2.7758252918720245 5.969164051115512 0.97963529569096863 11.997416175901888 11.510704435408114 2.9831701694056383
leaf_count=2252 18 31 27 22 38 63 67 29 341 10 7 16 37 20 9 47 14 14 77 4 541 61 12 22 9 20 38 66 40 82
internal_value=0.000471361 -0.00178149 -0.0136328 -0.00587784 -0.0182737 0.00041161 -0.0126098 0.00225189 -0.00528582 0.00445459 0.00235311 0.0072893 0.00376131 0.00736232 -0.00183196 0.00832162 -0.00491056 0.0181974 -0.0108954 -0.00726468 -0.000631747 0.000852963 0.000712982 -0.00677703 0.00563687 0.000918952 -0.0220449 0.000615878 0.00091818 0.000437492
internal_weight=349.146 50.5741 7.89735 6.06686 3.17653 42.6767 5.28454 37.3922 8.45585 28.9363 25.6657 18.6988 15.787 13.7783 7.45351 5.15231 2.81201 6.32479 6.96689 6.30453 5.06728 298.572 295.698 7.91382 4.47964 287.784 1.70381 281.815 269.817 258.307
internal_count=4034 1432 105 78 56 1327 98 1229 404 825 796 167 157 141 90 70 61 51 629 622 545 2602 2541 81 59 2460 50 2440 2374 2334
is_linear=0
shrinkage=0.0263922


Tree=310
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 2 2 0 2 2 0 2 2 0 0 0 2 0 1 0 0 2 1 2 2 1 0 1 1
split_gain=0.391948 0.866942 1.66276 0.876408 0.589492 0.66952 2.58086 1.28712 0.572455 0.970773 1.84926 1.38237 1.34828 1.42748 1.26047 1.02491 0.768357 0.748733 1.091 2.80579 1.50975 1.15381 2.52501 1.54479 1.46239 3.66549 2.45055 2.40773 2.2717 2.1129
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31761025120000003 33.41579758040001 34.19870408380001 33.96174662340001 34.466665687600006 0.47721625100000004 49.122847560300009 48.86568841230001 0.55677973715000018 44.421469061800003 47.709122305950011 0.55832160710000012 0.47754558250000007 0.47709649410000005 44.056421082850001 0.47883296910000012 0.34515433670000012 0.47961138885000004 0.48068920095000006 41.147265497500008 0.34467530910000005 42.006870117350005 41.319407281650008 0.36006406990000012 0.48447651265000008 0.34569324270000007 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 -1 -2 6 -6 -7 16 10 12 -11 15 -14 -13 -10 -9 18 19 -17 -20 22 -22 -23 25 26 27 29 -27 -25
right_child=4 2 -4 -5 5 7 -8 8 9 11 -12 14 13 -15 -16 17 -18 -19 20 -21 21 23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.01786335953427293 0.012607315567429944 0.02063664162784332 -0.039410625333037658 -0.040541225007292861 -0.042206806138643513 0.018414190757073449 0.016645055080792712 -0.0016472482427552252 0.013913728570426567 -0.033365760972657518 0.027531145467419312 0.038047094208976742 -0.025587096770511606 0.00066292900608483417 -0.029447847437047061 -0.021259408599650288 -0.017749510413816685 0.017163212646039806 0.011337837110196074 0.0020970357711372735 0.0032133338195176817 0.021677558977369071 -0.024513810217922399 0.012775021443223573 0.0046463669328686858 -0.028004749205365217 -0.00051117103820561048 0.019110111570219235 -0.00631892799092818 -0.010361550850146339
leaf_weight=0.26936560310423308 3.312426983844488 1.2875231429934499 0.53922715366934415 0.98990145433344878 1.3030513237463301 3.2903370037092818 1.1615235101780854 46.51230788230896 5.0749938637018195 1.5732904947362834 2.1521449778228989 0.56007611751556385 3.2419977448298587 3.606671814864967 0.38462857823469676 6.452246502973142 2.5776094235479823 2.3105249570216975 11.665913935750721 12.356434449553488 6.5465400293469411 2.9972196593880644 4.6149617545306683 6.4308216199278849 62.603995754616335 5.0308747664093998 110.69072690431494 11.475887741893528 19.078728827415034 6.5829409435391426
leaf_count=14 30 5 109 70 31 34 15 760 22 84 12 1 224 52 164 38 17 27 57 75 28 11 33 25 657 34 1077 82 216 30
internal_value=0.000463693 -0.00972165 0.00291166 -0.0280481 0.000555174 0.000437853 -0.0144707 0.000546621 0.000370876 0.000863376 0.00102132 -0.016883 0.000818114 -0.0117632 0.0105671 0.00113269 -0.00249274 0.000891412 0.000750351 -0.0059153 0.00125646 0.000758229 -0.00825105 0.00120537 0.000928838 -0.000532221 0.00130691 0.00952443 -0.010844 0.00107151
internal_weight=346.675 3.08602 1.82675 1.25927 343.589 340.276 2.46457 337.812 334.522 285.432 282.914 2.518 280.761 6.84867 0.944705 273.913 49.0899 268.838 266.527 18.8087 247.719 236.053 11.1615 224.891 221.894 159.29 135.18 24.4897 24.1096 13.0138
internal_count=4034 198 114 84 3836 3806 46 3760 3726 2949 2700 249 2688 276 165 2412 777 2390 2363 113 2250 2193 61 2132 2121 1464 1214 137 250 55
is_linear=0
shrinkage=0.0287079


Tree=311
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 1 1 0 0 1 2 0 2 2 0 0 2 2 0 0 2 0 0 1 2 2 1 2 2
split_gain=2.53669 3.45686 2.73534 4.86833 3.35121 4.33677 2.99943 5.16469 2.36279 3.26115 3.30695 2.65604 5.14573 3.75183 2.8791 2.6029 2.32677 2.27177 2.22681 2.22212 2.50417 2.11053 2.03422 2.00983 1.84297 2.37793 2.25158 1.94041 1.74747 1.72632
threshold=42.779078631750004 0.42018203045000008 0.39091643965000006 0.53544804050000006 0.3975479776000001 0.39382054430000007 0.40509266190000009 0.41615520495000008 0.55769288345000012 0.54228915300000013 0.40301188585000008 47.927946529500012 0.47769527860000011 44.421469061800003 49.122847560300009 0.37331217625000007 0.54386096225000014 38.244973486750006 42.67709657435001 0.54136103710000005 0.54300769440000007 41.685324604100011 0.55538756325000016 0.48119816770000007 0.34569324270000007 41.872294782850005 42.434124620650003 0.34521421515000011 39.685256516350002 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 4 5 -4 -5 28 9 10 11 12 15 29 -13 -2 -11 -9 21 -19 -21 -3 -18 -20 25 -23 27 -27 -8 -14
right_child=8 2 3 6 -6 -7 7 17 -10 16 -12 14 13 -15 -16 -17 22 19 23 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.002684618028677217 0.0018469305748128424 0.00055262599963518523 -0.0029294168367970962 0.0013662048028573422 -0.0030256246470234316 0.00041324012072167739 -0.00091886467224454066 -0.00097538788222364286 -0.0019341574787993215 0.0030176401352312327 -0.0030139635368925067 0.0013727369433451533 -0.00087446828611866239 -0.0024187889857656217 -0.00077952749227067487 -0.0020950156180570274 -0.0017764123641031873 0.0015952560118639126 0.0001938029664846263 -0.002346715358255765 0.00029383862304851636 0.00058100782221166152 0.0019616554372520428 0.0025231755922102438 0.00041048694265090932 -0.001144685477205603 -8.7370575292569319e-05 -0.0039049739429838607 -0.0043281091249212323 0.00058422225830070951
leaf_weight=2.6143205851549274 1.234391702339052 166.42647722433321 3.6714403871446875 13.25380753725767 5.1501303645782164 9.1444150451570732 1.8329817191697646 9.8701193867600505 5.0288802006980395 3.6502501592040053 2.8388886367902151 12.93906243145466 6.7770529165863982 3.7811063509434453 6.2074721343815318 13.442314788699148 1.9191375188529494 8.5656460449099523 4.017223868519066 2.5378644317388526 54.036768733290955 6.3092974163591888 2.0134234726428986 6.6194712370634079 21.058158580213785 3.9490679930895549 5.1886794194579124 3.0436923392117023 2.2731606625020504 28.521147005259991
leaf_count=255 11 790 78 41 105 59 18 392 435 9 132 39 46 97 40 305 36 24 23 13 600 24 10 55 111 35 35 34 22 160
internal_value=0.0001861 0.0002909 0.000314693 -1.82568e-05 -0.00125563 -0.000544352 0.000222412 3.08014e-05 -0.000204811 -0.000100439 -0.000263061 -0.000155939 -0.000451882 4.07037e-05 0.000674954 -0.00176348 0.00152392 0.000186103 0.000484289 0.000362093 0.000175387 0.00042443 0.000137433 0.00164343 -0.000115034 -0.000713523 -0.00138402 -0.00234614 -0.00280622 0.000304162
internal_weight=417.916 329.563 326.948 110.336 17.966 12.8159 92.3703 79.1165 88.3531 83.3242 75.7414 72.9025 53.756 39.0793 19.1465 14.6767 7.58281 75.0104 216.612 65.1403 56.5746 205.975 3.93256 10.6367 39.5489 18.4907 12.1814 6.99276 4.10614 35.2982
internal_count=4034 2714 2459 1352 242 137 1110 1069 1320 885 830 698 619 303 79 316 55 1029 1107 637 613 1029 46 78 239 128 104 69 40 206
is_linear=0
shrinkage=0.00259795


Tree=312
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 0 2 0 2 1 1 0 0 2 2 1 2 2 1 1 2 2 0 0 2 2 2
split_gain=2.86499 3.7898 3.47292 2.19936 2.10266 3.62009 4.35671 1.82527 2.24121 1.71069 3.54912 1.77094 1.54817 3.45212 1.58824 4.2976 1.50662 1.91582 1.48365 3.2651 3.40098 1.73011 1.47798 1.72432 2.0603 2.18496 2.75839 2.85907 1.59164 4.21246
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.54499865270000014 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.4349121284000001 0.57944372925000021 43.631818398850008 0.53158588065000012 36.728658719300007 0.45368402140000008 0.46280051495000007 0.55974372025000008 0.56294721715000018 42.402981339000007 42.536568606950006 0.40509266190000009 39.952536079750011 41.178189531300006 0.42473279245000012 0.34512439750000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 39.952536079750011 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 4 -4 5 6 -2 18 12 11 -11 -6 14 -14 -9 -16 -10 -18 -5 -20 -21 -22 28 -24 -25 26 27 -26 -1 -30
right_child=2 -3 3 7 9 -7 -8 8 16 10 -12 -13 13 -15 15 -17 17 -19 19 20 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00076312260450199184 -0.0035992250741535745 0.0006300967431381256 0.00066684951312406913 0.00090431635530492606 -0.00029598377956924882 0.0018023909162621621 0.0022424246065007583 0.0021276056210564943 -0.0031703737554497507 -0.0031466706132729119 0.0029919374931492667 -0.0035559156410464479 -0.0034299490316185154 0.00069655201097854936 -0.0031059095957425369 0.00086929055134894056 0.0021777305359616116 -0.0031431835443316001 -0.0034491334425333785 0.00078836646521756237 -0.0038625099555900928 -0.00045525887502484121 -0.0039467204811840049 0.0016332373703016444 -0.0034826041073932417 -0.0051595481199631045 0.0019213443316962201 0.00042802035434830779 -0.0036701755218426124 1.2965698965915985e-05
leaf_weight=18.101957395905629 3.9662561872974056 217.18493006750941 41.671196211129427 3.3846183549612787 2.0437415521591884 4.6965507287532091 1.7183774188160894 6.0690968763083246 2.9770806937594889 1.8870039521716528 1.6648267051205037 6.6797345262020826 2.9491349533200246 5.3714084434323013 2.9242245107889202 20.171390045667067 1.5611235680989923 1.0717069121310485 4.8871890325099256 7.793616518378256 3.1178706362843513 2.5393057921901345 1.708778885542414 2.8583157993853083 4.0389784672297502 1.2171123623847968 2.5661288127303123 3.1056049540638924 3.270638418383899 26.904042074456811
leaf_count=211 98 1056 171 43 20 19 7 22 551 183 12 140 114 41 21 135 10 310 104 35 49 18 48 60 113 12 13 56 53 309
internal_value=0.000263581 0.000437237 -0.000114208 0.000117588 -0.00120369 -0.000188523 -0.00183338 -0.000235531 0.00012957 -0.00206221 -0.00026936 -0.00279218 0.000399921 -0.000766046 0.000732566 0.000365975 -0.00167691 1.18257e-05 -0.000959849 -0.00130392 -0.000524476 -0.00233312 -0.00021958 -0.00104305 -0.000683144 -0.00128902 -0.000803904 -0.00178274 4.4722e-05 -0.000386251
internal_weight=410.102 280.956 129.145 106.489 22.6565 10.3812 5.68463 64.8178 43.0952 12.2753 3.55183 8.72348 37.4853 8.32054 29.1647 23.0956 5.60991 2.63283 21.7226 18.338 13.4508 5.65718 63.7716 15.4949 13.7861 10.9278 9.71071 7.14458 48.2766 30.1747
internal_count=4034 1931 2103 1624 479 124 105 1453 1204 355 195 160 333 155 178 156 871 320 249 206 102 67 875 302 254 194 182 169 573 362
is_linear=0
shrinkage=0.00306446


Tree=313
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 0 2 2 0 2 0 0 2 0 2 1 2 1 2 1 1 1 0 2 2 2 0 0 2
split_gain=0.399461 1.63399 1.18999 2.6893 1.74642 1.74738 1.7027 1.51727 2.31009 2.15121 1.79416 1.50796 2.03283 1.35478 1.17774 1.38761 1.69424 1.19837 0.97918 0.972339 0.963501 1.67463 2.2949 1.98813 1.7248 0.945082 0.893305 0.945063 0.88469 1.94698
threshold=42.779078631750004 0.42018203045000008 0.55769288345000012 0.54228915300000013 0.51675099550000014 43.426640904350009 0.50339810185000011 43.018222997350009 43.047778594550003 0.4815274992000001 43.157831852650006 0.54386096225000014 0.55609113500000007 43.077238082650005 0.5398790455000001 43.680097826700013 0.39162001140000008 43.847983878700006 0.41236789315000005 48.86568841230001 0.34623214870000002 0.34527409360000011 0.34524415440000006 0.45994131915000008 44.262924377150007 43.961868063600001 48.96897326980001 0.42569084760000003 0.46495613905000005 50.205949521800008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 9 -9 -2 13 -5 -13 -10 15 -7 -17 -18 19 25 21 22 23 26 -23 -19 27 -12 29 -22
right_child=2 -3 -4 11 5 14 -8 8 10 -11 20 12 -14 -15 -16 16 17 18 -20 -21 28 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.028777997964427565 -0.0018067336339465951 0.0011387950277426514 -0.018318154070887573 0.030892800451912741 -0.042314588310155186 0.018205480387774309 0.013796593860069694 0.029316705135777138 0.002656216907294914 -0.038064647103222285 0.0015679660091930947 -0.019196096705839619 0.02935853141168835 -0.040368304321378549 -0.040773948176960749 -0.040466072362677373 -0.034713205101072016 0.011529656794828976 -0.028692981003184275 0.032258157036047883 -0.029276028868266597 -0.032389102909435495 0.027844702566963933 -0.023359732586759913 0.0025976978902443465 -0.031257622580241153 -0.0072808321913754781 0.022064004176479083 0.012410041972073444 0.035611773642968601
leaf_weight=1.4290679118712422 3.2200339646078637 279.71497907811136 3.0926206950389306 3.0811098832637063 1.3927710819989423 1.5839072950184343 5.8763321994338176 1.9517992883920658 0.89274220843799357 2.1090735122561455 6.8503580491524279 1.5111595848575237 1.2085893303155897 1.576514068059623 0.78826075233519066 1.2190920151770113 0.77114931028336275 1.3250493854284293 0.60310344910249103 1.0256526535376904 1.2101132138632218 2.7125289561226955 2.1369020491838446 3.0291550038382402 1.8429396767169235 0.5771439941599964 5.657530151307582 2.3541164677590132 6.8388895653188229 0.51271075010299672
leaf_count=255 42 2459 435 9 24 9 60 13 9 24 112 41 5 50 10 20 27 4 85 7 65 32 5 36 15 62 33 16 69 1
internal_value=0.000525394 0.000986727 -0.00141185 -0.000593089 -0.00240333 -0.0134956 -0.000291356 -0.00222129 -0.000244485 -0.0161563 -0.00186454 0.0175247 0.00238038 -0.0248131 -0.00841056 -0.00482007 -0.0114256 -0.00319635 0.00368684 0.0103567 -0.00015492 -0.00296284 0.000510883 -0.00275384 -0.018235 -0.00145242 0.00144603 0.00680999 0.00790755 -0.00996548
internal_weight=348.095 281.144 66.9513 63.8587 58.0579 9.28613 48.7717 42.8954 37.5663 5.32911 35.6145 5.80086 2.71975 2.46926 7.89336 7.1051 5.52119 4.3021 3.53095 2.92785 33.1452 24.5835 20.0281 17.8912 4.55547 1.90219 14.862 9.20447 8.56171 1.72282
internal_count=4034 2714 1320 885 830 248 582 522 456 66 443 55 46 59 224 214 205 185 158 73 384 249 202 197 47 66 161 128 135 66
is_linear=0
shrinkage=0.0279068


Tree=314
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 0 2 0 0 2 2 2 0 1 0 0 1 0 1 2 2 2 0 0 0 2 0 0 0
split_gain=0.426233 2.56264 1.59309 1.23761 1.85712 1.96043 1.20583 3.82495 2.17166 1.63508 1.26319 1.68026 0.998662 4.09866 3.01193 2.52642 3.1116 2.29848 1.62632 1.85258 4.6668 2.75866 1.55286 1.32212 1.77171 1.79059 1.11928 4.64071 1.89057 2.66099
threshold=0.35862698720000002 0.49336846205000007 41.975471476700008 0.49053920540000012 0.48637765340000011 0.34587287805000005 0.49787431515000008 36.364346611650006 0.49830843385000007 0.49649711085000009 40.00488309970001 47.927946529500012 36.010074051050005 0.50008981770000005 0.36491422415000008 0.50008981770000005 0.51191581090000016 0.39670967935000007 0.5054040298000001 0.37668033890000002 39.861052345600008 36.491284729650012 34.466665687600006 0.54386096225000014 0.5681267027500001 0.56859076075000015 38.625745710700009 0.52005927965000021 0.52366695610000014 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -2 -8 10 -9 -12 15 -14 -15 -10 -17 -18 -16 20 -20 -21 23 -19 -25 -26 27 -23 29 -28
right_child=6 2 -4 -5 5 -7 8 9 12 -11 11 -13 13 14 18 16 17 22 19 21 -22 26 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.000313851615300978 -0.063487890502837582 0.028314349991956259 0.0052913131938265422 -0.012314364283697563 0.023904083847542095 -0.00045666358909936825 0.029324089074798526 0.02306428074933083 0.02635175112124237 -0.037169969548177979 -0.016409901217544771 0.024477386729314599 -0.036270992626677843 -0.04250596238865801 0.010653615210101995 -0.029031668833685673 0.014451600945698397 0.035098086602323386 0.013244896721456914 -0.03015668419021407 -0.033478657345417523 -0.048790844907911642 -0.035229780042193189 -0.034554473549915671 0.04147920883471052 -0.029161808873196422 0.0013242540181707047 -0.0016593620443189445 -0.00010108637380030257 0.023155875214304296
leaf_weight=143.60843019519234 0.89831921714357932 3.9674436934292299 4.9244253933429718 5.2087044492363921 5.1751117184758169 4.528281070291996 1.8261779041495163 1.4826744897291062 3.4940454289317158 0.92111761728301633 2.9500463366275658 0.97850055247545231 2.37505725538358 1.2357839122414578 9.5821403570007515 2.1802873462438574 8.0255828257650119 0.63450636714696829 2.5921287685632697 2.2050390353542744 3.9356239773333073 1.6558411978185201 1.2745440502476411 1.0461305724456909 0.68626660108566262 0.4246469925128622 10.701121027348565 19.672663896169979 90.853379794280045 6.598327698186039
leaf_count=1293 14 41 32 29 24 24 8 9 14 12 126 3 20 9 64 17 34 2 14 53 51 14 66 24 1 140 84 268 1514 30
internal_value=0.000459638 0.00143932 0.0155639 0.000647035 0.00108739 0.0125357 -0.000460585 -0.0112759 -3.2616e-06 -0.00386902 0.00179959 -0.00622592 -0.000319842 -0.00103146 -0.000469861 0.00574475 0.000699765 0.00606073 -0.00011838 -0.000865183 -0.014925 -0.00016823 -0.010501 0.00078945 -0.00930262 0.0144767 0.000342467 -0.00531842 0.00145883 0.00965124
internal_weight=345.642 167.412 8.89187 158.521 153.312 9.70339 178.23 7.23066 170.999 6.33234 5.41122 3.92855 169.173 151.407 149.032 17.766 14.272 12.0917 147.796 138.214 6.52775 131.686 4.06609 2.79155 2.15704 1.11091 129.481 21.3285 108.153 17.2994
internal_count=4034 1443 73 1370 1341 48 2591 164 2427 150 138 129 2419 2121 2101 298 284 267 2092 2028 65 1963 233 167 165 141 1910 282 1628 114
is_linear=0
shrinkage=0.0270383


Tree=315
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 1 1 0 1 1 0 0 2 0 0 2 2 2 2 0 0 2 2 2 2 1 0 0
split_gain=0.382755 0.740386 1.4179 0.85386 0.472665 0.851807 1.76712 0.972086 0.460482 2.24004 1.90892 2.76649 1.29332 1.22441 1.91346 1.53744 1.28956 0.937904 1.26976 1.21711 1.41796 1.18903 1.06911 0.941409 4.04536 3.47697 2.35153 2.05494 1.9321 2.29745
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31693661865000006 34.883496062400006 0.34398670700000006 0.49830843385000007 0.36575252235000005 0.34311846950000008 0.46495613905000005 0.33750486510000005 0.32388251845000005 0.43780126340000008 0.46495613905000005 50.205949521800008 0.47515044460000005 0.47700667645000011 49.122847560300009 48.778770352700008 44.421469061800003 47.709122305950011 0.55677973715000018 0.55832160710000012 39.896141435400004 39.458743938000005 40.003678352300007 40.137820134150012 0.34674111555000003 0.52432561900000019 0.54136103710000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7 -8 9 10 11 12 -6 14 -10 -15 -17 18 19 23 -21 -19 -23 24 27 -25 -27 -18 -26 -30
right_child=4 2 -4 -5 8 6 7 -9 13 -11 -12 -13 -14 15 -16 16 17 21 -20 20 -22 22 -24 25 28 26 -28 -29 29 -31
leaf_value=0.014917382470459602 0.018190344396929851 0.014290480039150738 -0.029804601876103076 -0.02993378378352466 -0.0006747858284204026 -0.017909763229556033 0.02323379242195258 0.0029345690336173361 -0.022513575857718807 -0.01629065659506691 0.021371963705840189 -0.026330376561272479 0.020376200283000905 0.011399781435497613 0.026348808093208286 -0.0096503779500212508 0.014461562629813603 -0.024890521936245854 0.017381584472252125 -0.018746980260073487 0.0013352109455191284 0.027303520343378882 -0.022041707099894343 0.017212684700160068 -0.0058669794834639351 -0.012387329908631931 0.0015432282142235553 0.0001040038053232444 -0.0092969694387174447 -0.039118398387120258
leaf_weight=0.24979275558143788 1.8428732752799977 1.1924105361104009 0.47374512373062305 0.93993250917992555 18.616684207459926 1.6705810730345527 1.3445337712764738 5.9533830124419183 2.1774905372876669 4.5181289929896584 1.8390897549688805 1.9048581207171071 1.4635850191116322 6.0414719870313993 0.44954273104667652 5.8055046377703539 5.0039314925670615 1.4576243906049051 2.1121656796894959 3.233002427063183 3.3065180450794287 0.50215911865234364 0.34396602731430903 6.4486856488510957 10.45117576047778 5.815652542631141 180.19869506009854 62.82629359618295 2.7559049874544135 2.1289576073759235
leaf_count=10 16 5 109 74 300 23 7 95 191 42 9 45 6 45 1 100 22 84 16 227 48 1 164 29 62 58 1548 625 31 41
internal_value=0.000336345 -0.00752453 0.00175274 -0.0205169 0.000402332 0.00483861 0.00209506 0.0066744 0.000256727 -0.0023708 0.000269027 -0.00149627 0.000859552 0.000504088 -0.0141522 0.000633104 0.000410639 0.000614451 0.000725494 0.000600815 -0.00859301 -0.0130882 0.00724374 0.000818946 -0.00109805 0.00164731 0.0011077 0.00116318 -0.0110993 -0.022294
internal_weight=343.068 2.85588 1.66616 1.18973 340.212 10.8114 8.9685 7.29792 329.401 28.3423 23.8242 21.9851 20.0803 301.059 2.62703 298.432 292.39 286.585 284.281 282.169 6.53952 2.30375 0.846125 275.629 83.1663 192.463 186.014 67.8302 15.336 4.88486
internal_count=4034 198 114 84 3836 141 125 102 3695 402 360 351 306 3293 192 3101 3056 2956 2707 2691 275 249 165 2416 781 1635 1606 647 134 72
is_linear=0
shrinkage=0.0215623


Tree=316
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 2 0 2 2 0 0 2 2 0 0 2 1 0 0 0 2 2 1 2 2 2 2
split_gain=2.50225 3.5941 2.71453 2.12797 2.10694 3.51959 4.18146 2.02231 1.82925 3.55541 1.86191 1.82708 2.55081 2.35255 2.62605 2.1051 1.80733 3.71138 3.15969 2.93755 2.41147 1.73071 1.6982 1.63533 1.78567 5.32599 1.54647 1.3882 1.31448 1.27772
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 0.54499865270000014 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.4349121284000001 43.631818398850008 0.53158588065000012 36.728658719300007 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 0.45798030000000006 0.47396784530000008 42.719328117250008 0.34542378970000004 0.37331217625000007 0.59897907245000015 0.42314601355000009 42.094663496250007 39.952536079750011 0.40509266190000009 48.96897326980001 49.835088602800006 38.400997490450003 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 29 5 6 -2 23 10 -10 -6 15 13 14 16 22 20 -18 19 -19 -13 -9 -1 24 25 -5 -16 -25 -24 -3
right_child=1 3 -4 7 8 -7 -8 21 9 -11 -12 12 -14 -15 26 -17 17 18 -20 -21 -22 -23 28 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.002368782347340235 -0.0035090774741149905 0.00010288272398851219 0.00060387171145275225 0.0032049481257776162 -0.00026136837178257103 0.0016933122975976971 0.0022115052918375861 0.00027759564497506365 -0.0030816698968898675 0.0030976232426780516 -0.0034919937015569927 0.0013575766724616676 -0.0035074159179711941 0.0029178832098847841 0.0015591662638979979 0.0026131687261561399 0.0022316210924571219 -0.002148118075416287 -0.0034147358826748112 0.0019804046033066762 -0.0033428322775097908 -0.0030314925201262162 0.0011852942439464207 -0.0036467429158222719 0.0001888566234650975 -0.0033701248700965959 -0.00051001121291045293 0.00016194053484261281 -4.6568654545762184e-06 0.0011581101189984224
leaf_weight=2.256163084821309 3.9090339094400424 19.959339786320925 183.80878192465752 1.4485156387090743 2.0967880710959417 4.7770466879010201 1.6331384256482122 39.887703861983027 1.7660985689144575 1.5997847029939292 6.9023721977137029 1.2039975784719015 2.4379729451611629 1.9000230431556691 6.5847042426466924 3.419719311874359 3.2522357013076535 3.0844667889177781 4.3067815080285072 3.1305944938212633 5.3838843707926571 1.4776489536161523 11.280798720661549 3.1898283883929244 10.667818389832972 4.7610289664007723 6.4416603296995163 1.182543867267668 32.419774831272662 21.473956968635321
leaf_count=226 98 82 908 3 20 19 7 559 183 12 140 13 40 5 20 16 24 35 104 15 245 645 85 61 57 104 34 24 161 89
internal_value=0.000234074 -0.00011416 0.000396977 0.000121931 -0.00119706 -0.0001954 -0.00182337 -0.000227357 -0.002033 -0.000144688 -0.00273926 -3.96221e-05 -0.000537111 -0.000331901 -0.000516836 0.000340487 -0.00119034 -0.000571706 -0.0014382 -6.85359e-05 -0.00248379 0.000159389 0.000171373 -0.000980207 -0.000556257 -0.00183634 0.000535938 -0.00261665 0.000302515 0.000649784
internal_weight=397.644 126.733 270.912 104.048 22.6843 10.3192 5.54217 62.6151 12.365 3.36588 8.99916 87.1028 37.7263 35.2883 33.3883 49.3765 20.362 13.7741 10.5218 6.21506 6.58788 41.3654 45.9567 21.2497 16.8774 6.20954 13.0264 4.37237 43.7006 41.4333
internal_count=4034 2103 1931 1624 479 124 105 1453 355 195 160 1023 535 495 490 488 436 178 154 50 258 1204 472 249 164 107 54 85 246 171
is_linear=0
shrinkage=0.0030025


Tree=317
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 1 2 2 0 2 1 1 1 0 1 2 2 0 0 1 0 0 2 2 1 0 0 1 0 2
split_gain=0.366186 0.997387 0.70878 0.380385 1.6025 2.11239 1.92093 3.07231 1.03774 2.93232 0.769299 0.760906 0.714186 1.17147 1.58212 1.06214 3.02063 2.1213 1.97553 3.13329 1.89552 1.86746 2.0444 0.796131 0.605191 2.10334 2.61645 1.59361 0.810308 0.440916
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 0.56719858685000013 40.984321400500008 0.44805544745000009 38.903925214650009 33.151194885250007 0.56395018115000017 42.283941020600004 0.43967246490000006 0.43837010870000009 0.46280051495000007 0.54646567465000018 0.43401395170000007 38.748048509250005 40.844669808050007 0.55832160710000012 0.56341127510000011 0.40955360615000008 0.55257327625000008 0.55769288345000012 41.535369675400013 42.456897412850005 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.42039160505000012 0.5398790455000001 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=3 -2 -3 8 6 11 7 -5 12 -10 -8 -6 13 14 24 18 17 -17 19 -15 -18 -22 -23 -24 27 26 28 29 -26 -1
right_child=1 2 -4 4 5 -7 10 -9 9 -11 -12 -13 -14 15 -16 16 20 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0064052470989294577 -0.025535556515394481 0.013092458155880338 -0.025516060202703163 0.03231745096675024 -0.0066355406483322435 0.008248659520660357 0.02512153481978854 -0.031624860851521497 -0.032233479904518955 0.011384120413214878 0.0094673436745256537 -0.03335495635622903 0.012684385006119311 0.023760997951824226 0.020341297085272225 -0.011057600037514881 -0.016505115807469592 -0.042503617601825083 0.029208056321069452 -0.026821611307420869 0.01608969880690584 0.015718682053544718 -0.0044713751604037602 -0.031204971694786574 -0.037439124401439983 -0.02115559315816113 0.020570414624379096 0.019013646793596978 -0.0022568042307701775 0.00072607680481023579
leaf_weight=5.5548875345120896 1.2349087144684738 1.2880306737497447 0.38872205192456011 0.69657657272182705 1.1462925253435963 2.9622696209698915 3.2174335718154889 1.46294913534075 2.1439959015697236 1.7645204819273201 5.0907337218523026 1.6085009939270092 2.9681998894084236 1.3218840360641508 2.5693277416285119 3.5828402247279909 3.5606464394368222 2.1589464377611876 1.506066173315048 1.8388186022639272 4.6906426036730391 1.6423304602503774 1.2517056278884413 1.5858562623616306 0.81132460327353217 3.3776414282619953 2.6690764799714088 2.9779767096042624 0.83338764682412148 274.2570019433042
leaf_count=117 555 10 314 9 21 69 15 40 46 15 34 41 17 3 56 39 42 21 3 63 30 5 9 36 44 22 9 9 6 2334
internal_value=0.000404034 -0.00844509 0.00414183 0.000479983 0.00422902 -0.00644089 0.0100565 -0.0109996 0.000292167 -0.0125421 0.0155296 -0.0222368 0.000449339 0.000334484 0.000763106 -0.00509376 -0.00779229 -0.0228815 0.00558812 -0.00566671 -0.000987028 0.00503819 -0.00653323 -0.0194122 0.000589936 -0.00634577 0.00525013 0.000778576 -0.019612 0.000584504
internal_weight=342.163 2.91166 1.67675 339.252 16.1848 5.71706 10.4677 2.15953 323.067 3.90852 8.30817 2.75479 319.159 316.19 293.051 23.1397 18.473 5.74179 4.66677 3.1607 12.7312 9.17053 4.47989 2.83756 290.481 7.69143 4.31379 282.79 1.64471 279.812
internal_count=4034 879 324 3155 229 131 98 49 2926 61 49 62 2865 2848 2597 251 182 60 69 66 122 80 50 45 2541 81 59 2460 50 2451
is_linear=0
shrinkage=0.0250597


Tree=318
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 2 1 1 2 0 0 2 1 2 2 1 2 2 0 0 1 2 2 2 1 1 2 0
split_gain=2.68242 3.5108 3.47334 2.48565 4.01023 2.94302 2.11479 2.10179 2.09249 6.20107 2.19746 1.97485 1.8668 1.78244 1.76845 2.75935 1.87543 1.63098 1.61334 3.98723 3.1238 2.42976 2.2297 2.13236 1.96314 1.73878 1.60168 1.78317 1.59728 3.83057
threshold=0.39072183470000005 0.53544804050000006 0.47736594710000008 0.39587138110000003 37.784765830350004 0.39476362980000007 41.385032804600009 43.89540535710001 0.40509266190000009 0.41615520495000008 36.728658719300007 0.54499865270000014 0.52688542260000015 33.151194885250007 0.43590012275000006 39.952536079750011 41.178189531300006 0.39193437325000008 47.927946529500012 42.719328117250008 0.42018203045000008 0.37331217625000007 0.34551360740000009 42.456897412850005 48.96897326980001 37.52517992975001 0.43837010870000009 0.4445375887000001 43.631818398850008 0.53158588065000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 18 4 -2 6 12 8 -3 -10 13 -12 -6 -11 15 -13 -17 -8 19 20 -1 -21 25 -24 -20 -22 -16 -28 -5 -30
right_child=1 7 -4 28 5 -7 17 -9 9 10 11 14 -14 -15 26 16 -18 -19 24 21 22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0031665475023419836 -0.004340061174138302 0.0012680348437987721 0.00059409665573895848 -0.002797576888428412 -0.00090396657813973723 0.0031298525212607366 0.00092637697024321283 -0.0016359896621684746 -0.0034934199600721114 0.00078197066735049019 0.0011435248973915581 -0.0034064232642898396 0.0025926114544893865 -0.0035764568415491268 0.0014836169364828879 0.0007658674608280651 -0.0017898975529538719 -0.0036757020949112948 0.0018573724833108353 0.0022102980732836572 0.0018432029453489757 -0.0022769512807260623 -0.0037537219950528498 0.0011086487157523459 -0.00043389223148505884 0.00015502971470414609 -0.0022016299657513648 0.00028993604458193311 -0.0031349989801029319 0.0029659758983711323
leaf_weight=2.6320196577580637 1.8943038005381847 15.439750052988527 216.92108408734202 8.8542694379575533 3.0473935399204475 2.8638570904731742 1.0190048702061179 5.8974758470430961 4.3599676918238393 1.357249372871592 21.261144995689392 3.1108570639044038 2.6564664393663406 2.4404197627445683 9.3643886819481832 7.2890813723206502 4.2103108800947666 2.4056651536375284 7.0601824745535833 1.2342243958264578 7.185280065983533 12.296510158106683 2.3252555474173273 1.3109881579875944 6.8462601155042648 26.91005134023726 2.9783945865929153 25.779587600380182 2.1753747859038408 1.7073310464620588
leaf_count=253 23 52 1026 160 31 7 13 422 45 114 71 69 9 152 44 32 36 55 20 11 38 304 62 9 34 159 34 554 183 12
internal_value=0.000240108 -0.000122555 0.000405838 -0.00110993 -0.000217764 0.000433389 -0.000412562 0.000131459 0.000238266 4.4729e-05 0.000243031 0.000359118 0.000724499 -0.0020188 4.28544e-05 -0.000859017 -0.000169883 -0.00230636 -0.000196477 -0.000435373 4.4754e-05 -0.00186764 0.000268763 -0.00200067 0.000729363 0.000510797 0.000388493 3.18906e-05 -0.00208263 -0.000452235
internal_weight=414.834 130.112 284.722 26.6237 13.8867 11.9924 9.12853 103.489 97.5912 82.1514 77.7914 73.9938 5.70386 3.79767 52.7326 14.6102 11.4994 3.42467 67.8008 53.8943 40.3636 13.5307 37.7316 3.63624 13.9064 34.0953 38.1224 28.758 12.737 3.88271
internal_count=4034 2118 1916 493 138 115 108 1625 1203 1151 1106 840 40 266 769 137 68 68 890 836 521 315 268 71 54 197 632 588 355 195
is_linear=0
shrinkage=0.00304878


Tree=319
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 2 2 0 2 1 1 2 2 2 2 0 1 1 0 2 0 2 0 2 2 1 0 2 2
split_gain=2.97361 4.15389 3.5217 2.43965 3.98344 4.04887 2.0677 3.4997 2.77162 2.06698 2.06181 5.44057 2.63352 1.91596 1.98239 2.42201 2.19385 4.27818 2.11822 1.86567 1.94934 2.47698 2.14698 2.63395 2.11503 1.87008 1.83311 2.11456 2.78071 2.57943
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 0.39587138110000003 0.39408999735000005 0.53043322055000008 41.942745071500006 47.927946529500012 0.42018203045000008 43.89540535710001 0.40509266190000009 0.41615520495000008 38.244973486750006 42.434124620650003 45.048573272350005 44.756878345700009 0.45798030000000006 0.34398670700000006 0.34509445825000007 0.54136103710000005 40.80591513400001 0.54300769440000007 40.890797847750008 0.55677973715000018 40.636252116050009 41.827117825850003 0.32388251845000005 0.46898296455000005 35.171584490050009 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 8 13 -1 10 -3 -12 -13 -8 15 16 -15 -18 -19 -14 21 -21 -22 25 -23 -24 -10 28 -28 -29
right_child=1 9 -4 -5 -6 -7 7 -9 26 -11 11 12 19 14 -16 -17 17 18 -20 20 22 24 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0033965786091907811 -0.0038132106724340946 0.0013344540533204419 0.00072072980856896312 -0.0023501578446263158 0.001942845166889189 0.0021971175559508645 -0.0039053649527245366 0.00071289749630709307 0.0022309410796238997 -0.0018707483276097477 -0.0035095182034354361 -0.001413333338969925 0.0018449893446953881 -0.003759500755176442 -0.0034934957085708219 0.0026056358087763816 0.0043912810544950911 -0.0041282262810291726 -0.00058590734568161917 -0.0042352677030902137 0.0026083502986640294 0.00014499683130792009 -8.6794514506552566e-06 -0.00053354222155627476 -0.0033423726930821144 0.0023774826865623523 0.0012845519708543757 0.0025142058101998519 -0.0025891358811582356 0.00022040666558882568
leaf_weight=1.9928627971676167 4.0631959391757864 15.545084021985529 185.74650711752474 12.554425362031905 4.8300703503191471 1.6697475314140318 2.7821615734137621 13.107345566153525 5.7820541560649863 5.1069601741037323 4.3107119533233336 8.9634333744761516 8.9272030219435674 2.6832247762940922 3.0033806003630152 2.1377078806981435 1.6328444788232435 2.1599582433700553 10.196085228584705 1.7133888825774217 5.4539749706163994 19.823478144709956 5.886775583028796 15.573444572044535 2.023668037261813 8.4396056309342367 3.0804224563762528 6.3228627741336814 5.3633232535794377 28.544103873893619
leaf_count=227 98 52 908 355 19 7 65 54 21 421 45 392 26 126 96 14 7 35 123 10 29 268 26 302 25 28 40 28 67 120
internal_value=0.000277186 -0.000138506 0.000466283 -0.0013819 -0.0002311 -0.00206267 -6.60227e-05 -0.000643228 0.000359972 0.000143942 0.000250386 4.26341e-05 0.000242 -0.00136593 -0.00104204 -0.000650616 -0.00106813 -0.000551901 -0.00120514 0.000460708 0.00025095 -0.000473087 0.000733463 0.000391468 -0.000178033 0.001397 0.000512465 0.000283045 -0.00117595 0.00063637
internal_weight=399.42 124.885 274.535 23.1174 10.563 5.73294 88.7883 37.7027 51.0856 101.768 96.6608 81.1157 76.805 24.5954 21.8132 18.8098 16.6721 13.9889 12.356 67.8415 58.9143 23.5605 35.3538 29.8998 21.8471 14.3264 49.0928 43.3107 8.44375 34.867
internal_count=4034 2103 1931 479 124 105 1023 520 503 1624 1203 1151 1106 466 401 305 291 165 158 714 688 303 385 356 293 54 276 255 107 148
is_linear=0
shrinkage=0.00324939


Tree=320
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 0 1 0 1 1 2 1 2 0 0 0 2 1 1 1 0 1 0 1 2 1 0 0 0
split_gain=3.5635 4.46158 4.12371 2.57642 2.22248 3.46781 3.40863 2.50149 2.38899 2.32056 2.08902 2.39999 2.03103 2.72942 3.01809 2.64697 3.70681 2.63889 2.46981 2.01047 3.72029 4.21535 1.9628 2.34543 1.94864 1.85747 2.43273 4.8176 2.02587 1.78382
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 0.54499865270000014 0.46476153410000004 0.43590012275000006 42.094663496250007 0.34452561300000012 40.413896136950008 0.47700667645000011 0.47515044460000005 0.47464147780000004 41.919251152600005 0.3055746834000001 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.45280081435000008 0.56065686655000013 0.34509445825000007 35.171584490050009 0.34311846950000008 0.45994131915000008 0.46898296455000005 0.55974372025000008
decision_type=2 2 2 2 2 2 2 2 2 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 19 4 5 6 -4 -7 -6 -9 11 -10 18 15 24 16 -14 -16 -1 20 21 -2 29 -24 -15 -20 27 -27 -29 -12
right_child=2 -3 3 -5 8 7 -8 9 10 -11 22 -13 13 14 17 -17 -18 -19 25 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0025916043674006598 -0.0029128107441104023 0.00054646395117786777 0.0033760839743612716 -0.0014585141851665509 0.000809636635470217 -0.0035813133180844143 -0.00089210524268971709 0.0036965406228789228 -0.00038192146263138217 -0.0031745356960105765 0.0019168051617887644 -0.0031652159032013044 -0.0028924093065538195 -0.0033701264708427825 0.0018282928104083507 -0.0050608804402899445 0.0038879030080681987 -0.00085432902351727203 0.0016269161389004607 -0.0016876556284106839 0.0013651904091247745 0.0016880187402994193 -0.0048177257588703486 -0.00022138296886922752 -0.00073598686628303575 0.00021175802241902141 0.0014754345864709528 -0.0041496421396429303 -0.0010363626947456639 0.00034840600364759215
leaf_weight=1.9627350475639094 4.211689908057453 221.65727826207876 1.6777327060699443 6.2748581236228338 35.603393614292145 3.4430511938408017 3.7353933874401264 0.66557544469833352 14.743567049503328 0.5600363330449909 5.8250468894839313 2.2034270223230115 1.7560754073783784 2.1094211935997036 5.3447549492120725 1.6231600791215894 0.696896731853485 3.942620400339365 5.4064004989340892 13.478637705091385 4.8668953608721495 1.7417828589677808 0.72712334990501304 12.428322130464947 9.860698114614932 28.321457324549556 6.4288565330207339 2.2720648925751439 3.0021188631653786 19.53367087803781
leaf_count=125 98 1041 3 421 121 61 196 1 122 61 19 28 68 31 14 12 1 33 82 355 19 7 6 445 228 223 26 24 23 140
internal_value=0.000218892 0.000371054 -0.00012118 8.81473e-05 0.000184098 -0.000924079 0.000430768 -0.00249497 0.000306785 0.000556841 -1.60216e-05 -0.000743802 -0.000163557 -0.000732123 -0.000374592 -0.00259669 -0.000966102 0.000689482 0.000140361 -0.00104658 -0.000248 -0.00156677 0.000304216 -0.00047543 -0.00120019 0.00025839 7.35328e-05 -0.000194735 -0.00237753 0.000708677
internal_weight=426.105 294.385 131.72 107.421 101.146 10.0818 5.41313 4.66866 91.0646 1.22561 55.4612 16.947 72.7273 25.3336 21.2575 4.07613 2.45297 9.28738 47.3936 24.299 10.8204 5.95347 38.5142 13.1554 11.9701 45.4309 40.0245 33.5956 5.27418 25.3587
internal_count=4034 1931 2103 1624 1203 322 199 123 881 62 760 150 890 387 306 81 69 47 503 479 124 105 610 451 259 378 296 270 47 159
is_linear=0
shrinkage=0.00248748


Tree=321
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 2 1 1 0 2 0 2 0 2 2 2 2 0 2 2 2 2 2 2 1 2 1 1
split_gain=3.84046 4.39356 4.18028 2.58204 2.45789 2.44866 1.73574 4.43197 3.06159 4.83514 3.98117 2.53529 3.67711 1.68722 2.7082 2.60638 2.44659 2.36634 2.34485 3.34149 1.92361 3.2207 3.85336 2.4057 1.56968 1.91714 5.89495 1.49039 1.48479 1.4784
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 0.54499865270000014 0.4349121284000001 0.57944372925000021 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53475943835000017 39.952536079750011 0.42018203045000008 48.226196960950006 45.048573272350005 48.96897326980001 44.756878345700009 0.43513667255000005 42.719328117250008 42.488347682450005 41.872294782850005 41.147265497500008 42.094663496250007 39.952536079750011 0.40509266190000009 49.835088602800006 0.34398670700000006 0.45368402140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 13 -3 24 29 -2 -8 9 10 -9 -10 -13 14 -1 16 18 -17 19 -15 21 22 23 -21 25 26 -5 -26 -22 -6
right_child=1 3 -4 4 5 -7 7 8 11 -11 -12 12 -14 15 -16 17 -18 -19 -20 20 28 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0026282546697762865 -0.0032419514550628154 0.00056867351026503694 0.00054991991566080624 0.0028446848603933561 0.00060584837198109792 -0.0014078841633941069 0.0050602873244095141 -0.0029569814640770559 -0.0029132214179604845 0.0019263807981071723 0.0017444293576094354 -0.0016174158423795599 0.0045966649202374994 -0.0028881201267163493 0.0007152152040520919 0.0015248478970919406 -0.0027677822047450173 -0.00056031158425670874 0.0018752987914577234 -0.0016419158813134416 0.00029778923300609697 0.0023884194681236069 -0.00300843220736376 0.00090368090203637552 -0.0030724864404887485 7.9482526424198377e-05 -0.0028328099868022488 7.1022662458180636e-05 -0.0027626088990289643 -0.00057493016238674693
leaf_weight=1.6560077669564659 2.173443945124748 42.211161168292165 223.56238882243633 1.4615537449717582 30.214658862911165 5.726214238558895 0.75591361522674816 3.997373418882491 7.0609287619590742 4.2081102821975946 1.5732798203825948 2.9236212999094282 0.74996840953826893 4.0281082154251733 18.282539189094678 6.803740128874777 3.614495947957038 6.8415166735649109 2.2439618166536084 3.2760672420263353 1.4296045172959555 2.894375652074813 3.0410308875143519 8.0315914098173362 3.3536109593696883 11.185691148042677 5.3137222286313772 1.3164391033351419 3.258308295160532 8.5204312368296069
leaf_count=138 29 171 1056 3 178 871 1 93 140 15 6 194 1 220 116 19 92 34 14 33 13 11 52 37 61 57 104 24 96 155
internal_value=0.00022512 -0.000127377 0.000387052 8.35555e-05 -0.000221657 0.000120217 -0.00111087 -0.0008931 -0.00111248 -9.91189e-05 -0.0016292 -0.00203562 -0.000348803 -0.000169681 0.000437521 -0.000435981 -0.000828543 0.000479382 -0.00058001 -0.000792253 -0.0004073 -2.06914e-05 -0.00050665 0.000166168 -0.000893308 -0.000557099 -0.00160807 -0.00218636 -0.00182932 0.000346116
internal_weight=421.71 132.746 288.964 109.303 67.0923 44.4613 23.4426 21.2692 20.5133 9.77876 5.57065 10.7345 3.67359 65.4013 19.9385 45.4628 31.8175 13.6453 28.203 25.9591 21.931 17.2431 14.3487 11.3077 22.631 17.961 6.77528 4.67005 4.68791 38.7351
internal_count=4034 2103 1931 1624 1453 1204 479 450 449 114 99 335 195 875 254 621 568 53 476 462 242 133 122 70 249 164 107 85 109 333
is_linear=0
shrinkage=0.00250357


Tree=322
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 2 1 1 2 0 1 2 2 0 2 0 1 2 2 1 1 0 0 1 2 1 1 2
split_gain=3.87354 5.54945 4.35083 2.57912 3.60798 3.10337 2.52828 2.19218 2.1238 5.63795 2.74444 2.06777 2.64444 1.92861 5.33632 3.98948 2.49786 2.16377 2.08557 3.71442 1.86806 1.6051 3.29784 4.2993 3.27508 1.96168 2.17203 2.345 2.5391 4.02076
threshold=0.39072183470000005 0.47736594710000008 0.53544804050000006 0.39587138110000003 37.784765830350004 0.39476362980000007 41.385032804600009 43.89540535710001 0.40509266190000009 0.41615520495000008 38.244973486750006 0.54646567465000018 0.42209814075000007 47.927946529500012 42.719328117250008 0.42018203045000008 48.96897326980001 0.37331217625000007 0.34551360740000009 42.558389508100007 37.52517992975001 0.37078231190000005 0.37977904855000005 0.5054040298000001 0.50278434775000014 0.36491422415000008 38.625745710700009 0.35651627195000007 0.34575312120000007 41.218101594450012
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 -4 -10 -11 -12 -13 14 15 -1 -15 -16 20 -20 -17 24 23 -23 25 26 -3 28 29 -28
right_child=2 21 7 -5 5 -7 -8 -9 9 10 11 12 -14 16 17 18 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0025398987507932744 -0.0034272778909908339 0.0016300796529237617 0.0010244010471954206 -0.001753274680810853 0.00056329114113893664 0.0024522888384969186 -0.0020773352615801109 -0.0013492307523298268 -0.0026406151980942756 -0.0010659522701546634 0.00094400302045210399 -0.002866947785454228 0.00017672316402134143 0.0015947477268294101 0.001341915148202923 0.0015170803257221772 -0.00045997599153037663 -0.0019457684586663751 -0.0029608520129355193 0.0023696745709013609 0.00015213845664688983 0.00093740755199430217 0.00060617019986726375 -0.0018068547616051389 0.0018043545026410349 -0.00055715505057545175 0.00096314105724518574 -0.0010615810324320842 0.0010571680761954103 -9.8513876865141502e-05
leaf_weight=3.2666414413833982 1.82526599057019 12.416943088173864 15.74811704456806 13.07405469403602 5.5618923325091583 2.8568758070468894 3.4860476981848478 5.6542101952945805 4.3593837944790712 8.8793736127554421 23.953739710152149 1.7603922672569741 40.501975604565814 7.3451108410954458 1.2979427371174086 7.4817150570452204 6.6737316846847534 13.372974042780696 2.7350596515461798 1.0767324864864347 28.497573994100094 5.3842204287648192 33.826787002384663 9.0367646478116495 14.358617126941679 8.3144613392651063 37.92025138437748 5.0234850719571105 51.295281738042831 47.483289340510964
leaf_count=253 23 52 52 355 40 7 68 422 45 392 81 25 608 20 11 38 34 304 67 4 159 21 142 80 64 46 129 29 245 218
internal_value=0.000244202 0.000396509 -0.000109906 -0.000980481 -0.000244611 0.00024336 -0.000454106 0.000121461 0.000208807 4.71544e-05 0.000203183 0.00037337 4.99424e-05 -0.00019224 -0.000388656 4.27891e-05 0.000616587 -0.00165491 0.000254814 -0.00145512 0.000435971 0.000584198 0.000191177 -0.000782257 0.000691444 0.000593079 0.000655124 0.000569703 0.000629651 0.000372874
internal_weight=424.469 296.808 127.661 26.8041 13.7301 11.9048 9.04794 100.857 95.203 79.4549 75.0955 66.2161 42.2624 71.7475 57.7286 43.0577 14.0188 14.6709 39.7911 3.81179 35.9793 225.06 48.2478 14.421 176.812 162.454 154.139 141.722 136.699 85.4035
internal_count=4034 1916 2118 493 138 115 108 1625 1203 1151 1106 714 633 890 836 521 54 315 268 71 197 1026 243 101 783 719 673 621 592 347
is_linear=0
shrinkage=0.00243107


Tree=323
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 2 2 1 1 1 2 1 1 1 0 2 2 0 0 0 1 0 2 0 0 2 2 0 2
split_gain=4.24697 4.75543 4.43146 2.59686 2.23872 2.29911 2.26065 2.24566 2.72913 2.21949 2.07034 2.05325 4.97026 2.00183 4.01413 4.17754 2.00175 3.12289 2.24942 2.23753 3.27889 3.35791 2.71909 1.97998 2.15387 1.8639 1.83189 1.74319 3.87353 2.3287
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 43.89540535710001 0.54499865270000014 0.4349121284000001 42.094663496250007 40.636252116050009 0.41911918805000009 0.41988263825000011 0.41615520495000008 39.952536079750011 0.40509266190000009 0.39587138110000003 0.39408999735000005 0.53043322055000008 41.872294782850005 47.927946529500012 0.42314601355000009 0.45798030000000006 0.47396784530000008 0.34542378970000004 0.37331217625000007 44.262924377150007 0.50889194935000015 0.59897907245000015 48.96897326980001 43.631818398850008 0.53158588065000012 36.728658719300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 16 4 7 6 11 8 10 -9 -3 12 -6 14 15 -2 18 19 -1 22 -21 -22 -18 -4 -25 -7 -19 29 -29 -15
right_child=1 3 23 -5 5 25 -8 9 -10 -11 -12 -13 -14 27 -16 -17 17 26 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0023429579303053238 -0.0036435197928146481 -0.00039019489363176387 0.00081246446908989783 -0.0018291960934152479 0.0031114164307914031 0.00036231820937274953 -0.0039029611884881387 0.00055108455266803739 -0.0017396323123514282 0.0026085319668888323 0.0019192461933637628 0.00015512894766202831 -0.0034496260204736856 8.5668796759871357e-05 0.0016624071137868466 0.0019630915771071955 0.0014790896414289521 0.0017415168414669756 0.00047684070634413083 0.0021170216694364743 -0.0029059151240252178 -3.3900824198692223e-05 -0.0033983689766015103 0.00061802332086905278 -0.0029013829585129605 -0.0030978085977234923 -0.00051916721609012969 -0.0031545741930448907 0.002974119572235616 -0.0036117780025453979
leaf_weight=2.802377402666024 4.414995055645706 7.2769071422517317 184.53532456606627 6.1919087485875925 1.3842011764645636 42.998321369406767 2.2487785639241329 10.48672838509083 5.6657866127789012 9.2736617401242238 7.2974302843213081 11.118965625762938 4.9931305767968297 2.0098866019397956 4.8749749008566141 1.7387040778994558 1.2898536324501062 6.8389290869235975 50.6400180705823 3.3844915367662933 6.4537863600999108 9.367445005103944 6.3767210389487445 3.8173417579382649 2.8514695949852467 1.5127025701804075 6.6225091069936752 2.1853587080258872 1.7376821674406526 7.8181366589851677
leaf_count=229 98 31 849 421 3 416 28 39 31 25 20 57 104 20 19 7 13 20 259 24 110 89 245 20 39 449 34 183 12 140
internal_value=0.000273472 -0.000173655 0.000485642 9.84771e-05 0.000212964 -0.000141257 -0.00101137 0.000781977 6.47115e-05 0.00151666 0.000766152 -0.00063972 -0.00202555 -0.0013866 -0.000414256 -0.00205939 -5.98876e-05 -0.000575136 0.000328978 -0.00117851 -0.000619955 -0.00120545 -0.00257777 0.000753197 -0.000886815 0.000244726 0.000629347 -0.00216645 -0.000439914 -0.00285563
internal_weight=420.209 135.228 284.98 110.449 104.257 64.2561 19.7451 40.0005 20.2401 19.7604 14.5743 17.4963 6.37733 24.7797 11.0287 6.1537 93.7761 40.3337 53.4424 26.8723 19.2057 15.8212 7.66657 191.204 6.66881 44.511 13.4614 13.7511 3.92304 9.82802
internal_count=4034 2103 1931 1624 1203 1057 192 146 82 64 51 164 107 479 124 105 1023 535 488 481 223 199 258 908 59 865 54 355 195 160
is_linear=0
shrinkage=0.00306373


Tree=324
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 2 2 0 0 0 1 2 2 2 2 1 1 0 0 2 0 0 2 2 0 0 0 0 0
split_gain=0.546479 1.9475 2.66152 2.09081 2.09335 0.973739 2.50428 1.96338 1.465 1.32076 1.1437 1.45999 1.05803 1.13179 1.21512 1.12531 1.11126 1.07975 3.30083 4.15979 2.82121 2.2829 1.9508 1.78824 2.96106 1.30753 1.09183 1.55245 1.02721 0.962235
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 40.563919884450009 40.316494640950005 40.94178426300001 0.48597347385000006 0.4778150355000001 0.47736594710000008 0.32388251845000005 40.040005255000004 39.896141435400004 39.664548207900005 39.792680591700012 0.39045238170000002 0.34674111555000003 0.49094338495000006 0.48028502140000007 37.784765830350004 0.5216909673500002 0.46898296455000005 39.458743938000005 37.311503175250003 0.42018203045000008 0.50086823750000009 0.51191581090000016 0.4815274992000001 0.51675099550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 12 8 9 10 11 -7 13 14 16 -16 17 22 19 -19 26 -22 23 24 25 -1 -20 -28 -14 -9
right_child=1 -3 3 -5 -6 7 -8 29 -10 -11 -12 -13 28 -15 15 -17 -18 18 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.031752154202281384 -0.044465754407003448 5.114565802527246e-05 0.028469003726570949 -0.031962352392013386 -0.033103582496241048 0.033749119518522913 0.018124688530414011 0.0014218978509178994 0.0057976536735238867 -0.031157737626946784 0.03839640247712111 -0.036297451246499232 -0.019762430450538417 0.018197446931552085 -0.019154850627345909 0.0041039885143967668 0.019331871414682632 0.0037606590899104493 0.015316768728879828 -0.055110598948751199 -0.023006432416897069 0.0083440184396783232 0.015665961059635348 0.037181367059910472 -0.033718944553169566 0.011952143108114705 -0.011342616258997412 0.0096007949170202923 0.00123147650023701 -0.012996894147090527
leaf_weight=0.73049574723700228 2.1635195647831997 106.87102696645888 1.9992623594589534 1.4779004411539061 0.67719637777190644 0.38932516635395387 10.258686772081999 128.31898117111996 2.4330289028584957 4.2753557935357094 0.50466388463973988 0.9092851635068655 3.7093720724806172 4.4803099697455755 4.2929469496011725 3.4269743226468563 3.997279927134513 2.263626462663523 11.020588062703611 2.1382124871015549 5.7767597362399083 3.3688879013061523 13.056197538971899 0.9154834747314452 2.6240859557874501 4.4321338692680001 4.8313594013452521 9.859673045575617 5.0311182588338852 4.3850381262600413
leaf_count=117 44 1896 21 82 75 4 52 1112 12 23 1 66 23 17 27 22 13 42 53 14 45 13 55 2 40 32 25 39 29 38
internal_value=0.000816492 -0.000914174 -0.0172432 -0.00306613 0.0128899 0.00164155 0.00398985 4.15816e-05 -0.0140504 -0.0219948 -0.00027066 -0.0152974 0.00230287 0.00343269 0.00252321 -0.00882995 0.00387129 0.00285846 -0.000139019 -0.0248363 0.0029798 -0.0114582 0.00826688 -0.0028342 -0.00753883 0.00576812 0.00811541 0.00271325 -0.00767812 0.000945447
internal_weight=350.619 113.189 6.31788 4.15436 2.67646 237.43 96.2142 141.216 8.51166 6.07863 1.80327 1.29861 85.9555 77.215 72.7347 7.71992 65.0148 61.0175 39.2591 4.40184 34.8573 9.14565 21.7584 8.7022 7.78672 5.16263 25.7116 14.691 8.74049 132.704
internal_count=4034 2118 222 178 96 1916 660 1256 106 94 71 70 608 556 539 49 490 477 231 56 175 58 246 191 189 149 117 64 52 1150
is_linear=0
shrinkage=0.0302676


Tree=325
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 2 0 1 0 2 2 1 2 0 0 2 1 1 0 1 2 0 2 1 1 2 2 0 2 0
split_gain=0.81772 0.567003 2.71997 1.2582 3.22841 1.42945 1.27885 1.13236 1.10461 1.04075 2.09104 1.80012 1.16897 1.03146 0.863471 0.78328 0.544237 2.93633 1.27867 3.69421 1.53974 2.60845 2.07014 1.16881 5.12035 1.37569 1.68859 1.31317 1.27304 1.19454
threshold=0.3055746834000001 0.31100865245000009 0.39606598605000004 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.31060447290000009 0.55677973715000018 47.927946529500012 45.295823381400005 0.31761025120000003 47.709122305950011 0.55832160710000012 0.5054040298000001 48.778770352700008 0.39091643965000006 0.39382054430000007 0.53544804050000006 0.39587138110000003 43.631818398850008 0.53475943835000017 36.728658719300007 0.40509266190000009 0.41615520495000008 36.728658719300007 33.151194885250007 0.5681267027500001 39.685256516350002 0.54646567465000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 9 -5 -6 -7 -2 -8 10 11 -4 -12 -10 -11 -16 -13 -18 19 -19 22 -22 -21 -20 28 26 27 -26 -25 -27
right_child=1 2 3 4 5 6 8 -9 13 14 12 16 -14 -15 15 -17 17 18 23 20 21 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.025680591562041347 -0.00028175400473682904 -0.049816016417413574 -0.032409084627934001 -0.04542969716017968 0.029486124278915254 0.030664250654403827 -0.028842244702010474 0.018688234086153888 0.031335082938717521 0.016904511371014418 -0.026907188366248207 0.001635760551487098 0.0036468748413534709 -0.025656458104885316 -0.012686172595240209 0.013687269385438549 -0.027503841002825876 0.0087716032040319677 0.0077330506312277879 0.0022933886006741536 -0.025723169365224244 0.040991660303533357 -0.028838619997535644 -0.010331633394476335 -0.027860350202830109 0.0067809967894491849 -0.029365790439617779 0.030967622205411653 -0.039230345627037685 -0.00024987086263230361
leaf_weight=0.74578230571932991 5.0791237065568549 0.67736253910697897 1.0279561164788891 1.332156941294669 0.82354991184547577 0.44652098417282138 1.4771823621122169 3.269377252086997 0.47955048084259022 4.5604978874325743 2.6912575140013351 216.26127464370802 1.121299810591154 0.34525953393313102 1.5657981492113322 1.3051842977292836 2.4977780212648204 5.8716309051960698 14.610847737640141 1.7662127902731279 0.76628329779487081 0.7171509861946106 5.7313543573254719 1.6067434658762056 0.36960356589406662 23.958209008909762 1.9031845252611672 0.68324144874350168 2.4071023538708687 42.144412376452237
leaf_count=125 55 44 48 11 5 1 84 16 1 14 199 1492 13 164 33 11 83 28 55 20 110 1 140 18 12 96 152 102 27 874
internal_value=0.000617704 0.000674144 0.000514805 0.000615529 -0.0120265 0.000430812 -0.00827517 0.00714713 -0.0158283 0.000801397 0.000589406 0.000808354 -0.017921 0.00747883 0.0101048 -0.000696478 0.00091463 -0.000570155 8.59501e-05 -0.00673579 -0.0168743 0.00652943 -0.0215048 0.00124148 -5.65097e-05 0.00154799 -0.0152324 0.0103159 -0.0276622 0.00229839
internal_weight=348.243 347.497 339.149 338.471 4.90422 3.57206 2.74851 8.3485 2.30199 333.567 326.136 322.323 3.81256 0.82481 7.43148 2.87098 321.295 105.034 102.536 14.8526 8.981 1.48343 7.49757 87.6833 73.0725 69.0587 2.95603 1.05285 4.01385 66.1026
internal_count=4034 3909 3838 3794 266 255 250 71 249 3528 3470 3258 212 165 58 44 3210 1718 1635 299 271 111 160 1336 1281 1236 266 114 45 970
is_linear=0
shrinkage=0.0251418


Tree=326
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 2 0 0 1 1 0 1 0 2 2 2 0 2 1 0 2 0 1 2 0 0 1 0 2
split_gain=2.71325 4.96442 3.14328 2.53904 6.52957 2.10321 2.05579 2.74098 5.06637 2.38455 3.33663 2.58232 5.13693 5.14532 2.19776 2.86322 1.95924 2.99181 2.72902 2.26828 2.34744 4.56368 1.91372 3.32069 2.14413 1.87922 3.50504 3.10998 2.60259 1.74178
threshold=0.37078231190000005 0.47883296910000012 0.36945001650000003 0.36006406990000012 38.244973486750006 0.49336846205000007 43.680097826700013 0.51191581090000016 0.5054040298000001 0.37413550490000008 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.244973486750006 37.828051409500013 41.872294782850005 0.42018203045000008 47.927946529500012 0.32388251845000005 0.47396784530000008 39.110279783550006 0.52366695610000014 0.39382054430000007 39.749124837650008 0.45798030000000006 0.47396784530000008 0.34542378970000004 0.37331217625000007 42.456897412850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 5 -5 -3 7 8 -2 -9 -11 -12 -13 -14 15 -15 17 -1 25 -19 21 -21 -16 24 -24 28 -27 -28 -18 -29
right_child=6 2 -4 4 -6 -7 -8 9 -10 10 11 12 13 14 22 -17 18 19 -20 20 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0029933238622682928 0.00040637691755194763 0.00070566325073404934 0.0027044406238186415 0.00079750644685725759 -0.0030538592650805117 0.001909678327349115 -0.00099532485280591889 -0.0046387768934590375 -0.0038174073131395673 0.0018366256763901715 -0.0023592831557025513 0.0023691076417798221 -0.0043313679244161062 -0.00037862394088808735 0.0015776318869009202 -0.0037112279379377007 0.0014493904075290845 0.0021222980596066299 0.000527272117274803 0.00016349857382079471 0.0006286343987309199 -0.003915072815959892 0.00092850255620134908 0.00025800012154758318 -0.0037194691257104763 0.0020572917886137743 -0.0027085258213448401 0.0021629245617918453 -0.0032031283941759202 -0.00080425893004999315
leaf_weight=2.2285920459544277 5.5226250789128226 102.17720397561789 6.8567689955234519 12.714488968253137 5.2148923613131037 13.83911035209894 16.680199166643433 0.8616049736738195 4.2001015627756715 9.7494866326451284 3.5445376094430676 8.2124168276786786 2.2585102170705786 20.372095742321111 8.5122825242578966 2.4233942882856345 1.2246533837169433 5.9260424077510825 12.899540044367312 9.1074080765247327 31.580286841839552 3.0855957148596636 1.1625582817941893 91.438409051857889 2.9481600485742092 3.3589385244995382 6.6880272440612343 2.1581684723496419 5.7647987368982285 7.2289940919727087
leaf_count=223 42 457 30 49 37 77 691 7 50 29 22 22 18 438 33 60 13 21 54 77 119 47 8 878 66 22 110 12 245 77
internal_value=0.000242653 0.000449107 0.000790391 0.00069241 -0.000322692 0.000849285 -2.66682e-05 7.35599e-05 -0.00141825 0.000169309 0.000196813 8.33249e-05 0.000146371 4.99279e-06 8.21956e-05 -0.000732914 -7.75019e-05 0.00029208 -0.000565551 0.000439402 0.000211571 -0.000868636 0.000260752 0.000143434 -0.00240497 -0.00109905 -0.000635501 -0.00119816 -0.00238794 -0.000122085
internal_weight=409.94 232.054 140.802 133.946 17.9294 116.016 177.886 161.206 9.72273 151.483 150.622 140.872 137.328 129.115 126.857 22.7955 91.251 51.9279 39.3231 49.6993 43.7733 12.193 104.061 95.5491 4.11072 26.4236 19.4341 16.0752 6.98945 9.38716
internal_count=4034 1670 650 620 86 534 2364 1673 92 1581 1574 1545 1523 1501 1483 498 1020 487 533 264 243 124 985 952 74 479 221 199 258 89
is_linear=0
shrinkage=0.00289842


Tree=327
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 1 1 0 0 0 1 2 2 2 0 2 2 2 1 2 1 2 1 1 1 1 0 0 1
split_gain=0.729203 1.1678 0.885641 0.650192 1.79929 1.29428 0.64483 1.70378 1.76945 0.98359 1.16513 1.60768 0.966423 3.55748 1.9315 1.44491 1.53586 1.29962 2.47553 1.41681 1.38954 0.820403 1.07258 0.606106 1.88952 3.37132 1.35382 0.603647 1.65917 1.13784
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.44805544745000009 0.43967246490000006 0.5771833178500001 0.57152480465000022 0.54646567465000018 0.43401395170000007 41.827117825850003 42.094663496250007 41.178189531300006 0.5654770815500002 43.487767439550005 40.280372415600006 37.828051409500013 0.40955360615000008 33.151194885250007 0.45036076765000005 39.458743938000005 0.42114008565000011 0.42473279245000012 0.42875961800000006 0.42039160505000012 0.47883296910000012 0.4784437592000001 0.36006406990000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 9 -9 10 11 23 14 -14 17 16 -15 18 19 -12 -21 -8 -23 26 -25 -26 27 28 -1 -29
right_child=1 2 -4 -5 5 -7 21 8 -10 -11 12 -13 13 15 -16 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.00019529509370295133 -0.030059643544361324 0.034837434128927529 -0.027930028241897512 0.01171944768931304 -0.031168998257479593 0.010826896884162968 0.017384630938100866 -0.034079624662955478 0.015526704231669179 0.015953124600879495 0.02478293116104998 0.02377647657103886 0.029037118758689098 -0.036427052031969311 -0.036734600439075962 0.0095984889134083286 -0.001192026470151393 0.004772031569162118 -0.033588532985804373 0.01418238834931569 -0.030290404667876969 0.01192989420344423 -0.0080518717024892546 -0.025796761069677168 0.01990958700403218 -0.028218985911237886 0.019989782054188637 0.0038881901434684504 -0.017811883460549564 -0.0002437988274476607
leaf_weight=73.857582593191182 1.4324838713655474 0.48888266086578358 0.26868124166503549 4.1291371772531411 2.2697521942900489 0.75410624581854779 4.006759495008736 2.0791468822862949 0.7563975928351282 3.2601598325418299 1.2661885097622891 2.3857796958181998 2.5522917211055738 2.0665686279535298 1.8397216573357571 1.8725806265138087 1.7727061663754282 4.8625234514474869 2.8386948686093092 0.92115435097366605 1.3161817332729695 4.2029080367647094 4.086846835212782 2.6474357023835173 3.2449688640190288 1.7164076499175278 2.8942386582493773 96.44358192011714 4.36749452818185 110.07156296249013
leaf_count=997 479 1 277 27 123 53 26 54 28 59 3 45 7 25 19 18 49 24 61 12 41 20 42 18 21 42 9 534 31 889
internal_value=0.000663458 -0.0153115 0.012576 0.000765019 0.000632121 -0.0206958 0.000823307 0.000587129 -0.0208469 0.000775761 0.000620619 0.00106977 -0.0056529 0.00177792 -0.0103606 -0.0104026 -0.020158 -0.00603023 -0.0143122 0.00130621 -0.0119801 0.00706619 0.00207889 0.000886283 -0.00685055 0.00325932 0.00109095 0.000898849 -0.00117887 0.00168586
internal_weight=346.673 2.19005 0.757564 344.483 340.354 3.02386 337.33 325.033 2.83554 322.198 318.938 297.629 21.3086 8.26415 13.0445 5.71186 3.83927 11.2047 6.34222 3.50352 2.23734 12.2965 8.28975 295.243 7.60881 4.96138 287.634 284.74 78.2251 206.515
internal_count=4034 757 278 3277 3250 176 3074 2986 82 2904 2845 2586 259 99 160 92 74 141 117 56 53 88 62 2541 81 63 2460 2451 1028 1423
is_linear=0
shrinkage=0.0277726


Tree=328
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 0 0 0 1 0 2 2 2 1 1 1 0 1 2 1 1 2 2 0 1 1 1 0 2
split_gain=4.99275 5.30154 5.00259 3.56909 4.08307 4.021 2.69873 2.38372 4.43496 3.71986 2.46303 2.30566 2.04728 1.96347 1.92104 3.3143 3.19934 4.84919 2.45762 2.15313 6.3517 5.246 2.74023 3.32689 3.38249 2.27708 2.13712 1.92874 3.11732 2.73214
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 41.872294782850005 0.42018203045000008 47.927946529500012 0.57619532350000013 0.45798030000000006 0.47396784530000008 0.34542378970000004 0.37331217625000007 41.741384785950011 48.96897326980001 38.400997490450003 0.37078231190000005 0.36945001650000003 0.37977904855000005 0.5054040298000001 0.36533337325000009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 41.50623664750001 0.48200652675000005 0.34587287805000005 0.37668033890000002 0.34545372890000009 0.48537468940000006 39.861052345600008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 -9 -10 -5 13 -7 -6 15 18 17 -16 19 27 21 22 23 -21 -25 -22 -19 -3 -29 -30
right_child=2 14 6 5 11 12 -8 8 9 -11 -12 -13 -14 -15 16 -17 -18 26 -20 20 25 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0022478418521500814 -0.0010303954620939988 0.0015154513613547704 0.000165618093067642 0.00071890066173233588 0.0010034492280567369 0.0012916643916395844 -0.001162255020352365 0.0016805351113089912 -0.0021796722459534647 -0.0001438244936863768 -0.0024128620451627802 0.0020843626506098409 -0.00039108749126539287 4.9761712787221858e-05 0.00097347871237215178 0.002100860476826171 0.00055439173370729934 -0.0023754385635771395 -0.00053439857507184122 0.0011528149718995997 0.0017275034505047128 -0.0019624292332916732 0.0011045908471033169 -8.7330123792008009e-05 -0.0026085578182179457 0.00065701840395757593 -0.00025201797320904644 -0.00017336835081441425 0.00058599639556377865 0.0021085041832936712
leaf_weight=2.7744557936675838 24.112072339747101 22.268918484449387 98.651825042674318 1.4196656756103054 14.589028819464145 7.0079671368002874 7.8324198874179265 3.4983989726752069 7.3797560539096621 10.04934570379555 7.3783407006412745 3.8506706692278376 6.7094429433345795 34.292381677776575 5.6593691632151595 7.6219990402460089 38.908262116834521 5.9261909723281843 8.142454542219637 4.6280378326773706 13.683484673500059 6.9354674518108359 9.4172404855489713 6.5514622181653959 4.1025965660810471 30.240957014262676 3.6196225099265575 12.603896528482435 14.641613751649858 9.0368758887052518
leaf_count=223 479 74 704 13 90 20 920 24 110 89 245 13 34 162 21 30 157 56 39 14 72 45 34 30 25 128 24 50 65 44
internal_value=0.00022104 0.000374459 -0.000134841 -3.91161e-05 0.000326726 -0.000506549 6.79467e-05 -0.00095655 -0.000556761 -0.00100583 -0.00190751 0.000462185 0.000468599 0.000334397 0.000575074 0.00070204 0.000223423 -0.000623487 0.00062709 0.00069761 0.000454746 -0.00028914 0.000180712 -0.000388607 -0.00105819 0.000990499 -0.00157027 0.00101102 0.000701418 0.00116706
internal_weight=433.534 302.938 130.596 98.9495 55.5065 43.4429 106.484 29.7255 20.9275 17.4291 8.79801 52.7321 13.7174 48.8814 203.988 149.875 54.1134 15.2052 142.253 134.111 75.5592 31.6348 24.6993 15.2821 10.6541 43.9244 9.54581 58.5513 36.2824 23.6785
internal_count=4034 1931 2103 1023 488 535 1624 481 223 199 258 265 54 252 908 650 258 101 620 581 348 148 103 69 55 200 80 233 159 109
is_linear=0
shrinkage=0.00217738


Tree=329
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 2 2 0 2 2 0 1 1 2 0 2 2 2 2 0 0 0 2 2 1 1 0 2
split_gain=2.291 3.35792 3.00784 2.28541 3.13229 3.03884 2.78076 2.0465 2.97971 2.49338 2.32679 2.03928 2.51969 1.9563 3.28266 1.99682 1.95375 1.94931 2.2503 1.90751 2.84479 1.9809 3.45137 2.31213 1.89518 4.33027 3.31594 3.82358 3.90004 2.20318
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 42.599563320500003 41.827117825850003 0.57944372925000021 41.289992964000007 40.80591513400001 0.54228915300000013 0.4349121284000001 0.41911918805000009 39.952536079750011 0.42314601355000009 39.458743938000005 39.110279783550006 42.719328117250008 42.67709657435001 0.46989611090000011 0.45798030000000006 0.37331217625000007 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 3 16 5 6 19 8 9 10 11 12 -3 14 -14 -16 -1 18 -15 20 -5 22 23 -21 -2 -26 27 28 -27 -28
right_child=1 7 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 13 17 15 -17 -18 -19 -20 21 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.0025049775402388934 -0.0040042620585786694 0.00097866726128521559 0.00061223778031423072 -0.0010346004768345342 -0.003712713146132958 0.0031962803977517865 0.00053106040780405981 -0.00089664020146481898 0.0014041765026065762 -0.0031644608924272554 -0.0020371749173295692 0.0013383654735590704 0.00043074593853993128 2.6102069069960565e-05 -0.0038768971255982161 -0.00094711572545279853 0.00049200938089449342 -0.0013022106643192997 0.002940356613816491 0.0014314441906988547 0.003485413103046751 -0.0035771683649896209 0.0023692359065345726 -0.0033552080884402995 0.006303640753642782 -0.0036031385492508094 -0.0035371334639614995 0.002298996135281472 0.0023818842389573829 -0.00039365385817813483
leaf_weight=2.1568154457490882 2.0984126068651703 16.067804746329784 186.95733816176653 6.9237289410084504 2.904774732887744 2.1111896187067023 12.635707177221773 15.959676025086081 18.384741286747158 2.2707747372332951 4.4385786578059188 13.328914165496824 5.9574526343494645 8.6782165216282028 4.7785795126110298 4.0979941636323929 47.319133429788053 5.768345581367611 3.5367300212383261 1.2222341671586017 1.6316433250904081 4.9400109816342592 2.0274295955896378 4.4096495611593127 0.75559878349304455 3.3140704985708016 6.3193077584728581 4.1350799538195133 1.4997633621096609 3.177576128160581
leaf_count=229 29 57 908 105 40 5 54 540 143 494 36 52 42 87 91 21 259 50 11 11 4 106 15 195 1 93 140 15 6 195
internal_value=0.000234199 -0.000112313 0.000391022 -7.74504e-05 -0.000636911 -0.000388049 -0.000611995 0.00011731 0.000302657 8.83637e-06 0.000116947 0.00027063 -2.04968e-05 -0.000509701 -0.00133755 -0.00252432 0.000361361 0.00017317 0.000869899 -0.00129474 -0.000172563 -0.00205674 -0.00107611 -0.00231641 -0.00122559 -0.00092193 -0.00121791 0.000127137 -0.00173849 -0.00248535
internal_weight=399.807 124.568 275.24 88.2823 38.8064 35.9016 33.7904 103.268 87.3081 68.9234 66.6526 62.214 48.8851 32.8173 14.834 8.87657 49.4759 17.9833 12.2149 21.1547 8.55537 12.5993 7.65931 5.63188 21.2998 19.2014 18.4458 8.94891 4.81383 9.49688
internal_count=4034 2103 1931 1023 535 495 490 1624 1084 941 447 411 359 302 154 112 488 148 98 436 109 327 221 206 479 450 449 114 99 335
is_linear=0
shrinkage=0.00307948


Tree=330
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 1 1 2 0 0 2 1 0 0 2 1 0 1 1 1 0 2 1 2 1
split_gain=1.70527 2.76413 2.29277 1.90055 3.65141 2.67498 4.13181 4.03 2.36576 3.05042 1.58734 1.3269 1.79199 2.37164 2.87805 2.33273 2.38175 2.29509 1.91434 1.43135 1.30391 2.42769 2.1527 3.05283 1.93749 4.02403 2.32465 1.25761 1.24789 1.6493
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 36.491284729650012 36.893814626400008 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 0.4662734648500001 0.34452561300000012 40.413896136950008 0.47515044460000005 0.47464147780000004 41.872294782850005 0.34584293880000011 0.47700667645000011 0.46495613905000005 35.171584490050009 0.34311846950000008 0.45994131915000008 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 44.952171034750002 0.34548366815000003 43.525909308350002 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 -5 6 7 -6 -7 -10 28 19 13 14 -13 17 -17 27 -18 -1 21 22 23 24 25 26 -21 -14 29 -3
right_child=1 10 -4 4 5 8 -8 -9 9 -11 -12 12 15 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019727098853557353 -0.0043564338239975471 0.0014083933281860603 0.00053484686963297821 0.0059582271738067953 -0.0039729948125781685 -0.0038131070858182887 0.0025487712538759251 0.0026078512185945396 -0.0034337345822511431 0.0032956441486677768 -0.0021357321559154728 -0.0037578067508949329 -0.0046858219594096686 -0.0061878826637096753 0.0050078590681576947 -0.0028195158714606262 -0.0019042290130310607 0.0022740851465501716 0.0021327007491096731 -0.0036347638654649172 0.001445979084969639 -0.0026114402439320443 0.0035998133702575415 -0.0042434767034692398 0.0015380698112489883 -0.0040728354269757476 0.00087934162382996973 0.00031072461890112855 -0.0011446023263963771 0.00011709157862979086
leaf_weight=4.3958676940528667 1.9784496631473327 13.012686900794504 209.11328502930701 0.83482800796628254 3.4873831002041715 5.7200404938776028 4.1020999699831009 1.4965183213353155 1.5527025219053032 1.4810706079006193 3.3999673682847051 1.1400711513124435 0.96069004805758895 1.5334241166710851 0.6687488555908202 6.1713142860680801 2.4829816021956503 5.0913058891892433 2.8267337549477816 1.4656670172698927 5.5143155315890899 4.4663714841008177 1.8049185387790192 1.9314335398375977 7.5246597751975051 2.9300622884184113 10.343598004430531 1.3827719157561658 7.2310529206879428 76.952411074656993
leaf_count=82 29 43 1041 3 93 138 15 6 183 12 757 68 56 12 1 117 86 14 19 123 26 47 7 35 34 101 48 14 209 615
internal_value=0.000218609 -0.000112203 0.000366211 -0.00123003 -0.000898805 -0.00121969 5.53221e-05 -0.00199696 -0.00254308 -0.000148491 0.000117294 -0.000196797 -0.000854407 -0.00311881 -0.000517004 -0.000454308 -0.00140229 0.00100959 0.000244912 0.000165715 -5.50487e-05 -0.000326727 6.57441e-05 -0.000197889 0.000153072 -0.000553991 0.000319089 -0.00173758 0.000196106 0.000303867
internal_weight=392.997 121.249 271.748 20.6531 18.6746 17.8398 9.086 4.9839 8.75381 3.03377 100.596 62.6349 22.258 3.34224 1.80882 18.9158 11.481 7.43477 5.30972 40.3769 35.981 30.4667 26.0003 24.1954 22.264 14.7393 11.8093 2.34346 97.1962 89.9651
internal_count=4034 2103 1931 479 450 447 114 99 333 195 1624 890 387 81 69 306 222 84 105 503 421 395 348 341 306 272 171 70 867 658
is_linear=0
shrinkage=0.00335456


Tree=331
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 2 0 2 2 0 0 1 2 0 1 1 0 0 1 0 2 1 2 0 1 1 1 1 2
split_gain=0.531089 1.09655 2.51806 1.64299 1.96155 1.56921 2.37631 2.07924 1.86893 1.46297 1.45441 1.68796 1.23289 1.57828 1.07932 1.07595 1.27225 1.42738 1.14364 1.13258 1.01251 1.2371 1.4497 1.08708 0.927969 0.91902 0.885396 0.830206 0.957347 0.810439
threshold=42.779078631750004 0.55769288345000012 0.54228915300000013 0.51675099550000014 0.50339810185000011 43.018222997350009 43.047778594550003 0.4815274992000001 43.157831852650006 43.426640904350009 0.54386096225000014 0.55609113500000007 0.34623214870000002 43.077238082650005 0.42569084760000003 0.34674111555000003 0.36204005870000006 0.46495613905000005 0.45589952400000006 0.34569324270000007 0.5398790455000001 43.680097826700013 0.39162001140000008 43.847983878700006 0.47754558250000007 0.31060447290000009 0.41236789315000005 0.44805544745000009 0.44922307715000004 48.86568841230001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 5 7 -7 -2 12 -5 -4 -12 13 -8 25 19 17 18 -17 -10 21 -11 -23 -24 -18 -1 29 -3 -29 -25
right_child=1 27 10 9 -6 6 8 -9 15 20 11 -13 -14 -15 -16 16 24 -19 -20 -21 -22 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.009774527088991786 -0.002711480739882274 -0.031796289497074998 0.03098220590536423 -0.04158020635451537 0.014689559599498889 0.02984176016087061 0.026569038889332049 -0.038699008763367911 -0.0010624020841567021 0.01688787701683982 -0.018286954784665025 0.028295878608897856 -0.04973084821096798 -0.033976644244580648 0.0014535659316309972 0.02379474073190118 0.014205231795723356 0.023320691198663465 -0.029748528000651482 -0.020441936693885637 -0.040622593336201857 -0.040383872053493405 -0.035393215843498575 -0.0015492031235154785 -0.034645919643751973 -0.030163745073778531 -0.029299904919704755 0.018502511420582256 -0.029139750694165308 0.030899123889181351
leaf_weight=0.6624021958559746 3.3099077348597339 1.6590600741910742 3.0064776949584475 1.3055495321750621 6.0781681728549293 1.979148058220743 0.593491148669272 2.142730575054884 23.546601637732241 1.543384902179241 1.4602500209584834 1.1087013706564901 1.0362746459431944 0.84608647762797773 279.5317201683356 0.51392673049121984 0.51522834645584203 4.3325414508581161 0.87078964896500111 2.7260569063946596 0.73820172622799862 1.1476255841553209 0.74397742189466942 1.8797727846540517 0.81079183705151081 1.5806909866223575 0.58393548848107446 0.79412253061309435 0.5998110719374381 0.9331882745027541
leaf_count=65 42 90 9 24 60 13 7 24 229 9 41 5 12 40 2444 6 10 16 53 28 10 20 27 66 42 205 85 6 339 7
internal_value=0.000754788 -0.00152694 -0.00072893 -0.00248012 -0.000450584 -0.00257961 -0.00051902 -0.0168535 -0.00219785 -0.0137536 0.017544 0.00181714 -0.0260571 -0.00901562 0.00129576 -0.000424771 0.00945443 0.0152804 -0.00987636 -0.00307323 -0.00895461 -0.00553281 -0.012076 -0.00423062 -0.0156647 -0.0183697 0.00259451 -0.018191 -0.001998 0.0092154
internal_weight=348.581 66.8058 63.7528 58.1774 49.3017 43.2236 37.7709 5.45264 35.7918 8.87564 5.57543 2.56895 2.47585 1.43958 281.775 33.3159 7.04328 5.71726 1.38472 26.2727 7.57009 6.83188 5.2885 4.14087 1.32602 2.24309 3.3969 3.05299 1.39393 2.81296
internal_count=4034 1320 885 830 582 522 456 66 443 248 55 46 59 47 2714 384 127 75 59 257 224 214 205 185 52 270 158 435 345 73
is_linear=0
shrinkage=0.0284635


Tree=332
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 1 0 1 1 1 0 1 0 2 0 1 0 2 1 0 0 1 0 1 2 2 0 2 1
split_gain=3.18119 3.83317 3.52433 4.00265 4.82629 3.2696 3.27131 2.99582 2.7827 3.06407 2.87706 2.65238 2.58411 2.27865 5.75541 3.43419 2.13668 2.76677 5.85746 2.12965 2.11906 2.0075 3.1245 2.79095 2.43527 1.99148 4.22179 1.98954 1.95772 1.87192
threshold=42.719328117250008 0.42018203045000008 0.35471991855000007 0.34584293880000011 41.919251152600005 0.48597347385000006 0.35651627195000007 0.55769288345000012 0.34551360740000009 0.34515433670000012 0.34503457980000002 0.54228915300000013 0.40301188585000008 0.47769527860000011 44.756878345700009 0.4778150355000001 0.32388251845000005 0.47396784530000008 39.110279783550006 0.34467530910000005 0.54386096225000014 0.51675099550000014 0.39814676205000005 0.49949103320000005 0.34545372890000009 45.048573272350005 47.927946529500012 0.49949103320000005 48.96897326980001 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -4 11 9 10 16 12 13 14 -2 -15 -3 18 -18 -19 -13 23 -23 24 -17 -16 -27 -7 -28 -10
right_child=7 2 5 -5 -6 27 -8 -9 29 -11 -12 20 -14 15 25 21 17 19 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0023431387903212358 -0.0020883259754714573 0.0017461131568424213 0.00045929730758942935 0.0012049028047730933 -0.00080689932896346945 0.0009553846489027617 -0.0034229910797938215 -0.0018299795443647144 -0.0011602982492854639 0.0013267310114806737 -0.001287316125684226 0.0025715297779980721 -0.0026539648607270465 0.0030068144092134492 0.002104484194195423 0.00065130048050342183 0.00036957574521973051 0.0014120082792645943 -0.0032643636970287023 0.00018934981603323367 7.0891221204363701e-05 -0.0019418168554699057 0.00073898022235034514 0.0013834410492619728 -0.00075710627087777346 -0.0024688195603116189 0.0012418101779453623 9.0937594925250272e-05 -0.00049737985021160419 0.00062821831809497185
leaf_weight=2.8264553761109701 9.467635949142279 6.7938990890979758 1.9590465277433384 39.799937803298235 15.780657509341834 15.11637097597122 2.6673130639828742 5.3896507399622342 7.5513020530343038 27.729965955018997 4.8256488740444174 3.366674728691577 2.1672164255287489 2.1407694816589347 2.246798604726794 12.231366500258448 9.1656700409948808 13.51564382389188 3.0852533355355254 16.420762062072754 3.7033327259123325 5.7275594249367696 3.739748377352953 9.1504320371896011 13.375232398509977 3.3623080514371422 6.8649141862988454 166.04378183791414 6.6123284623026848 5.1034682393074036
leaf_count=253 218 21 10 215 119 65 59 437 36 94 22 9 132 4 14 53 45 45 35 62 46 137 20 50 80 95 20 1587 34 17
internal_value=0.000201153 0.000302333 0.000324616 0.000584998 0.000360649 0.000114708 -0.00177902 -0.000181193 0.000556258 0.000710727 0.000393263 -7.55993e-05 -0.000198248 -0.00012721 -0.000634167 0.000185 0.000558835 0.000367634 -0.00054559 0.000741354 0.00126167 4.8404e-05 -0.000882856 0.000302066 -8.43602e-05 8.71566e-05 -0.000182003 0.000163069 0.000388513 -0.000439018
internal_weight=427.931 338.385 335.559 149.772 109.972 185.787 4.62636 89.546 94.1916 81.5368 53.8069 84.1563 77.0863 74.9191 28.554 46.3651 48.9812 42.1873 12.2509 29.9364 7.07001 44.2243 9.46731 34.757 25.6066 19.0863 16.8396 181.16 13.4772 12.6548
internal_count=4034 2685 2432 711 496 1721 69 1349 377 324 230 912 857 725 381 344 208 187 80 107 55 340 157 183 133 163 149 1652 54 53
is_linear=0
shrinkage=0.00228122


Tree=333
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 2 1 1 2 0 2 2 0 0 2 2 2 2 2 1 2 2 2 2 1 1 1 1
split_gain=4.02412 5.07435 4.72706 2.30759 2.26555 4.20559 3.92197 1.92004 1.90388 5.76482 3.24948 1.67719 2.38988 2.25125 2.46327 2.05822 2.02564 1.97859 2.52662 1.90614 1.73239 1.60579 2.31676 2.09007 2.80136 2.71467 2.64903 4.12191 1.60158 2.13133
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 0.59897907245000015 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.89540535710001 0.40509266190000009 0.41615520495000008 38.244973486750006 0.54136103710000005 40.80591513400001 40.890797847750008 0.54499865270000014 0.55677973715000018 41.827117825850003 42.536568606950006 43.272784938550004 39.952536079750011 41.243661560350013 0.34551360740000009 42.686561923500008 41.898943182100005 42.488347682450005 41.741384785950011 0.34536391125000004 0.34512439750000007 0.34398670700000006 0.33750486510000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 21 7 5 6 -2 8 -3 -10 -11 -12 15 -14 -15 19 20 -18 -19 -13 -16 23 -23 25 -25 26 27 -1 29 -26
right_child=1 3 -4 -5 -6 -7 -8 -9 9 10 11 12 13 14 16 -17 17 18 -20 -21 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.00020784754414826477 -0.0033403284578898827 0.0011926212262542047 0.00066042711690304562 -0.0028897335244097945 -0.0020924826259964323 0.0016027042701858096 0.0017870136169864626 -0.0015195039778681206 -0.0030324924924679526 -0.0013067481908924932 0.0016645919539062313 -0.0031555598737915882 0.0024393508031984022 0.0021331966916457059 1.7092123779527577e-05 0.00032558306857993102 0.0015714314321958911 -0.0020857585741641629 0.0017705846208473743 -0.00046726958651064607 -0.0025556670190723212 -0.0035193834340467999 -0.00035529266841786294 -0.0034083581247277154 -0.00029859175004104323 0.0029103664202396236 0.0033426932870911745 -0.00470903979113514 -0.0019549128685032446 0.0028134701183655853
leaf_weight=24.615611079731035 4.4258707258850354 15.635753810405729 223.78348333016038 2.0133100224775253 13.504191698739303 4.9423560127615929 1.6696398779749868 5.0592444590292862 4.4918298572301856 9.1121102685574424 8.8383651226758939 3.2857304513454455 5.7094006724655619 5.8815601766109493 5.3657040586695093 13.771789036458356 8.8369098100811225 3.5182150881737462 2.27237454848364 6.1647502779960632 3.5234960233792663 2.737702861428259 6.00588463479653 2.6558670774102238 17.11546436557547 3.2889370024204245 1.9906876236200322 1.4681462379521679 4.0103307347744694 1.9969819486141194
leaf_count=288 98 52 1041 649 355 19 7 225 43 213 26 33 23 17 28 124 45 50 18 31 47 69 113 60 201 12 4 66 69 8
internal_value=0.00027682 -0.000144063 0.000462834 0.000132325 -0.00130944 -0.000351432 -0.00193588 0.000192289 0.000282119 0.000105866 0.00029067 0.000507377 0.000332032 0.00080132 0.0004832 -0.000377442 7.05333e-05 0.00072274 -0.000572431 -0.00140193 -0.0010027 -0.0002083 -0.001346 -3.42143e-05 -0.000635568 0.000460059 0.000173004 -6.89036e-05 -0.000317087 2.6575e-05
internal_weight=417.692 128.023 289.669 103.481 24.5421 11.0379 6.09551 101.467 96.408 80.7722 76.2804 67.1683 58.3299 35.1077 29.3983 23.2223 23.5167 14.6275 5.79059 9.45048 8.8892 65.8856 8.74359 57.142 25.7786 31.3634 28.0744 26.0838 23.1228 19.1124
internal_count=4034 2103 1931 1624 479 124 105 975 750 698 655 442 416 228 205 188 188 113 68 64 75 890 182 708 338 370 358 354 278 209
is_linear=0
shrinkage=0.00285066


Tree=334
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 0 2 0 2 2 2 0 1 1 1 0 2 2 2 1 1 1 2 1 1 1 1 0 1
split_gain=0.513974 2.07326 1.77623 3.47662 2.74034 3.39672 3.41324 2.48551 2.24486 1.00668 2.55643 1.68738 1.27468 1.11467 1.95011 4.23806 2.48933 3.60982 2.13199 4.37622 2.64014 2.19119 1.7404 2.76016 1.59191 1.78412 2.96714 1.60332 1.99309 3.64921
threshold=0.39091643965000006 0.53544804050000006 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 40.563919884450009 40.316494640950005 40.94178426300001 0.48597347385000006 0.34569324270000007 0.34545372890000009 0.34542378970000004 0.4784437592000001 42.47354681640001 41.872294782850005 42.094663496250007 0.34521421515000011 0.34479506600000004 0.36160593995000007 41.872294782850005 0.34527409360000011 0.34524415440000006 0.34512439750000007 0.34488488370000009 0.47464147780000004 0.34219035360000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 5 6 -5 -6 -9 10 -1 12 -11 14 15 18 -16 -18 20 -20 21 -13 -15 -24 25 26 27 28 29 -21
right_child=1 -3 3 4 7 -7 -8 8 -10 11 -12 13 -14 22 16 -17 17 -19 19 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002295425000945709 -0.038747205536077002 0.0010105359243766897 0.057110857158795957 -0.036100617462009162 -0.034664992354417799 0.022795761760805958 0.022538816800141335 -0.031069702414018754 0.029558672247682209 -0.02070160216206304 0.018179105100834043 0.0084329624306062334 0.005444979235147588 0.0071568733136385936 0.0055018038342685401 0.032699766156413831 -0.048110559839737721 -0.0035978703339566852 -0.051501214364736661 -0.0042791258494610986 0.018581215683620905 -0.013812188955731363 -0.02963002416812472 0.0019876701713222268 -0.021698600914951027 0.024790817954389269 -0.029860255879993598 0.017035375497296862 -0.030956232841049307 0.045282899493739606
leaf_weight=88.60003395966487 1.8402188830077673 89.601729832429555 0.75224614143371837 2.8199211498722416 5.3625245380680999 3.9003166919574142 1.3819542974233625 1.0096857671160253 1.3121381313540039 6.0785404192283732 10.600092811509965 8.8295185109600478 2.4419532977044582 42.861893440596759 4.0038700662553293 3.5820423010736695 3.2588077448308468 3.5637307539582253 1.8976227538660158 15.895257975440488 8.9791375147178751 7.7850257453974328 3.297930850647389 11.845887568546457 4.0810430459678164 2.2560834921896449 3.4803641354665151 4.3911375934258094 2.1795722227543584 1.5208428725600232
leaf_count=620 29 1624 1 93 140 15 6 183 12 94 54 69 12 337 33 23 26 23 37 224 31 37 31 128 50 8 30 30 31 3
internal_value=0.000845253 -0.000907719 -0.0102596 -0.00708992 -0.0101492 0.00225339 -0.0168147 -0.0232261 0.00319336 0.00162928 0.00399269 -1.91097e-05 -0.0132081 0.00082134 -0.00162163 0.00038245 -0.0136311 -0.0248595 -0.00150614 -0.00633281 0.00522684 -0.00199038 0.00400969 -0.00489784 -0.00379726 -0.00133938 -0.00348565 0.000341175 -0.00339978 4.88264e-05
internal_weight=349.411 107.981 18.379 16.5388 15.7865 8.10219 4.20188 7.68435 2.32182 241.43 99.2001 142.23 8.52049 133.71 75.7041 64.8776 10.8264 6.82254 61.2956 35.7019 25.5937 16.6145 58.0057 15.1438 33.8043 29.7233 27.4672 23.9868 19.5957 17.4161
internal_count=4034 2103 479 450 449 114 99 335 195 1931 674 1257 106 1151 655 573 82 49 550 413 137 106 496 159 376 326 318 288 258 227
is_linear=0
shrinkage=0.0305668


Tree=335
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 2 2 1 0 2 2 2 2 2 0 2 1 0 0 1 2 2 0 1 1 2 1 2 2 0
split_gain=3.62668 2.38975 2.63087 3.19031 4.95638 4.01905 5.77237 3.96165 2.22349 2.21573 2.14642 2.18714 3.62668 2.41022 2.38211 2.31956 3.34619 2.48718 2.84548 3.02825 3.5143 2.28196 2.13996 2.09376 2.06585 2.02891 2.79906 1.98054 3.68338 3.29998
threshold=0.4662734648500001 42.779078631750004 0.42314601355000009 0.35862698720000002 0.49336846205000007 42.67709657435001 42.283941020600004 0.36359689830000008 0.48119816770000007 42.434124620650003 42.599563320500003 41.975471476700008 41.218101594450012 42.094663496250007 0.5654770815500002 40.80591513400001 0.39542229275000007 0.53544804050000006 0.54228915300000013 0.43401395170000007 39.952536079750011 41.827117825850003 0.52453519355000011 0.40509266190000009 0.3975479776000001 40.890797847750008 0.42290649980000011 39.458743938000005 39.110279783550006 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=1 2 -1 4 5 6 -4 -5 -7 -8 11 12 15 -13 22 16 -9 24 -19 20 23 -14 -15 -20 -18 -17 -27 28 29 -21
right_child=-2 -3 3 7 -6 8 9 10 -10 -11 -12 13 21 14 -16 25 17 18 19 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0022196250581741736 -0.0021086371369680914 -0.00016335467107638537 0.00058979736828607739 -0.0025254841324971709 0.0025690711861980544 0.00037761956808675542 -0.003380502983328466 0.00060152882092810473 0.0028593568655732671 -0.00068942256499503261 -0.001892957544667903 0.0025439739613505345 -0.0018789925860633349 0.0017839526419232855 0.0021939945182292012 0.002522689936323287 0.00034303337506881544 0.00084029246004178892 0.00044517252685536942 0.00059245518034596579 2.9729490109061641e-05 0.00040385522432541269 -0.0010267376724041773 -0.0035064331237108122 -0.0032164714935492065 0.0018520593694966068 -0.0012814905465669507 -0.0010658365967433614 0.0029428354837014782 -0.0033065621460099163
leaf_weight=2.9769023661501697 4.9690951601369298 78.197448555612937 124.05712028220296 4.1777938921004525 10.027419686317442 4.1124174110591403 3.3100409414619199 60.685681239701807 8.5148843824863416 8.1046815067529661 3.6630802545696488 6.1751875374466207 10.40767686255276 2.8843012973666173 4.382802225649356 6.1892580837011328 1.8500135913491238 15.712705522775648 1.230206236243246 8.1101782992482203 5.6270014569163322 4.9695831853896371 7.468778058886528 6.3275986863300204 3.8775275833904743 4.9102933295071107 3.9520412776619196 7.8462052457034579 3.9495736490935078 2.0989420297555617
leaf_count=261 757 1058 562 49 51 20 29 279 54 54 31 23 89 13 14 20 18 54 5 50 28 33 60 113 84 21 23 78 12 91
internal_value=0.000245094 0.000273223 0.000374346 0.000397423 0.00068333 0.000555651 0.000416259 0.000141273 0.00205111 -0.00146978 0.000205927 0.000251514 0.000132775 0.00109044 0.00048133 0.000280778 0.000149363 -0.000335187 -0.000140353 -0.000578225 -0.00162857 -0.00114123 -0.000243697 -0.00286322 -0.00206674 0.00130506 0.000454694 5.11162e-05 0.000670089 -0.000209162
internal_weight=420.766 415.797 337.6 334.623 158.127 148.099 135.472 176.496 12.6273 11.4147 172.319 168.656 147.744 20.9111 14.7359 132.367 117.316 56.63 50.9024 35.1897 13.1848 15.3773 10.3531 7.5578 5.72754 15.0516 8.86233 22.0049 14.1587 10.2091
internal_count=4034 3277 2219 1958 770 719 645 1188 74 83 1139 1108 998 110 87 876 812 533 431 377 146 122 73 118 102 64 44 231 153 141
is_linear=0
shrinkage=0.00277154


Tree=336
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 2 2 2 0 0 1 1 0 0 1 2 2 1 2 2 1 0 1 0 0
split_gain=2.17778 3.43958 2.8019 1.96079 4.42082 3.17929 4.59846 3.92156 2.31501 2.74469 1.64436 3.79903 2.61327 2.47559 1.40401 2.5971 1.84863 1.36947 1.83082 1.30056 2.38215 1.43223 1.62926 3.14687 1.33256 1.2647 2.27637 1.62287 1.44628 2.30366
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 42.599563320500003 41.827117825850003 41.605323437500005 0.57944372925000021 0.56719858685000013 0.43837010870000009 0.4019490434500001 0.53866650695000018 0.55769288345000012 0.34551360740000009 42.686561923500008 39.952536079750011 0.34548366815000003 40.750688432250008 43.047778594550003 0.46280051495000007 0.54646567465000018 0.41714319930000004 0.56395018115000017 0.56294721715000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 19 -2 -5 6 7 -6 -7 -10 11 12 13 14 16 -16 -3 -12 -19 21 -21 -1 23 -23 -22 26 27 -18 29 -28
right_child=1 10 -4 4 5 8 -8 -9 9 -11 17 -13 -14 -15 15 -17 25 18 -20 20 24 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00074054524947745606 -0.0042561827776355973 0.0016189951874812062 0.0005900816277321203 0.0067832054203386897 -0.0038339011992241084 -0.0037499525415701277 0.0026050705149797916 0.0023435311967465004 -0.0033359598950843928 0.0029161870530692558 -0.0045835013400017492 0.0016467972477918669 -0.0040893421366094036 -0.0033600034417445067 0.002871145463530411 -2.4713054725225239e-05 -0.0013539230888936664 0.00030504267900689975 -0.0021501824612462496 -0.0040225541944647414 0.0031450509038564735 -0.0043099190744996336 0.0029627802167411605 -0.00028405037666021256 -0.0010191697658125383 0.0015993405116174596 -0.0018121582577572345 0.00065291365395501847 -0.0040043919698001485 0.0010193884534759653
leaf_weight=17.509352338151075 2.1436696816235807 6.0736839696764937 212.9237790685147 0.75495946407318371 3.6617742627859133 6.3259356284979713 4.1991029735654593 1.5644394904375074 1.5249032748397442 1.4718540282920001 0.9835255928337564 18.077884972561151 1.6556517099961627 2.1788474039640269 5.3972913660109034 8.514616465661673 5.5939688831567791 8.8266576146706921 5.117890663095749 2.5757882334291926 1.0347494604066012 2.2138594957068554 1.4740180745720852 32.09369435813278 3.943491037003696 3.4484038129448882 11.045374261215331 18.554464507848024 1.9629963599145401 4.2416437659412614
leaf_count=218 29 18 1056 1 93 140 15 6 183 12 14 143 48 465 30 78 28 75 451 69 11 79 6 396 96 14 129 73 40 18
internal_value=0.00025113 -0.000109241 0.00041346 -0.00129134 -0.00096546 -0.00127749 6.00926e-05 -0.00198472 -0.0026298 -0.000265225 0.000142434 0.000314734 -3.59572e-05 6.419e-05 0.000179268 0.00109877 -7.19473e-05 -0.000858777 -0.000596067 -0.00020462 -0.00147286 -2.4847e-05 -0.000399384 -0.000543839 -0.000153618 -0.000300954 -0.000459245 0.000188031 -0.00136537 -0.0010265
internal_weight=397.088 123.32 273.769 21.6466 19.503 18.748 9.42532 5.22621 9.32269 2.99676 101.673 86.7448 68.6669 67.0113 64.8324 13.9119 50.9205 14.9281 13.9445 60.845 7.55403 53.2909 35.7816 34.3076 4.97824 44.8469 41.3984 24.1484 17.25 15.287
internal_count=4034 2103 1931 479 450 449 114 99 335 195 1624 1084 941 893 428 108 320 540 526 875 176 699 481 475 107 302 288 101 187 147
is_linear=0
shrinkage=0.00326596


Tree=337
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 1 0 0 2 0 2 0 1 1 0 2 0 2 2 0 2 0 1 1 0 1 2 0 0
split_gain=0.839426 0.561273 1.10878 0.809204 0.484682 1.39273 1.73933 1.16936 4.39528 3.99174 3.30155 1.23533 1.14747 1.76541 3.03586 1.84335 1.30733 2.46598 1.55362 1.08601 1.04543 2.11729 1.52505 1.02154 0.945181 2.95405 2.14849 1.65744 1.28413 1.00354
threshold=0.3055746834000001 0.57944372925000021 42.402981339000007 42.536568606950006 42.141702038450013 42.006870117350005 0.34988473400000003 0.48244064550000004 0.48351845755000006 42.686561923500008 0.47754558250000007 42.779078631750004 0.39718870690000002 0.34614233110000009 0.34569324270000007 0.47769527860000011 48.96897326980001 0.45994131915000008 47.142075646500011 43.847983878700006 0.47769527860000011 44.756878345700009 0.46495613905000005 0.3453938505000001 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 0.52366695610000014 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 24 -7 9 -9 10 -6 -11 -13 14 15 16 17 18 19 -14 21 -15 -23 -17 26 27 28 -26 -2 -30
right_child=1 2 3 -5 7 6 -8 8 -10 11 -12 12 13 20 -16 23 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.028075610998904415 0.0023313271072447554 -0.028088103690031847 0.014773639569491499 -0.02805451096455833 -0.0053251158408414824 -0.0018657006095273026 0.021973007147141354 0.024509426351354596 -0.0006329515425268098 0.014723594894988848 -0.04177344004896634 0.00549333590860316 0.0093061601850867783 -0.033083874664992304 -0.045159392067768457 -0.0070872789061173017 -0.045025993892217099 -0.03182869165032208 0.028282438992969113 -0.030092036075248751 0.020383732997729109 -0.0085420414909822759 0.035605620625736266 0.013764642282230089 0.0018302272298439282 0.00018030189066010167 0.020984247189283545 -0.030693961649080229 -0.019264955437141702 0.00037196808072919311
leaf_weight=0.76065859850495954 155.89555388467852 1.4814353246474632 1.3398321908898649 0.4444962240231688 4.0594220124185076 3.9971987614408118 5.5041642282158136 5.8603880256414405 51.380553989904001 3.745843155309557 3.5024559749290347 10.540722142904995 1.0625087553635264 1.163534069200977 1.6982401171699155 3.464116033166647 1.0229069888591764 2.538328337483108 1.2569425776600835 1.0548381395637987 2.5626290030777454 1.259918846189976 1.1166641414165495 3.6507169604301453 1.7089674649760116 61.078141198726371 4.5309526240453115 3.8693503665272146 3.7825132431462398 4.1065299957990646
leaf_count=125 1055 555 10 314 42 21 27 58 722 20 45 60 8 32 26 24 9 79 7 36 10 54 4 18 20 453 15 105 52 28
internal_value=0.000787639 0.000850606 -0.0104988 0.00410467 0.00095791 0.00161997 0.0119441 -0.000645568 0.00194115 -0.00403383 -0.022207 -0.000231084 -0.00196045 -0.00555604 -0.0104229 -0.00622435 -0.0163151 -0.011348 0.00405865 -0.0103216 0.00700324 -0.00268267 0.0122012 0.00361212 0.0012025 -0.00156962 0.00230032 -0.0207299 0.00178345 -0.00904323
internal_weight=349.441 348.68 3.26576 1.78433 345.414 244.473 9.50136 100.941 57.2409 43.6998 7.56188 36.1379 32.3921 21.8513 15.7486 14.0504 6.93552 5.91262 3.37429 2.11735 6.10275 3.54012 2.37658 7.11483 234.972 66.6565 168.316 5.57832 163.785 7.88904
internal_count=4034 3909 879 324 3030 1776 48 1254 780 474 87 387 367 307 207 181 139 130 51 44 100 90 58 42 1728 578 1150 125 1135 80
is_linear=0
shrinkage=0.0275057


Tree=338
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 1 2 2 0 0 0 2 0 0 2 2 1 1 2 1 0 2 2 0 1 2 2 1 1
split_gain=3.1309 5.82667 2.98814 3.4646 2.97158 2.94284 2.8686 2.11526 2.09234 2.36172 4.80649 2.09882 2.4509 2.68196 3.32994 2.1707 2.07135 5.12989 4.22138 3.05436 2.37442 3.77722 2.14195 1.95286 2.09768 3.01613 1.93772 2.35524 2.34559 4.80715
threshold=0.37078231190000005 0.47883296910000012 41.942745071500006 47.927946529500012 0.50339810185000011 0.42018203045000008 0.36533337325000009 42.434124620650003 43.680097826700013 0.51191581090000016 0.5054040298000001 0.5231430197000001 38.244973486750006 0.52863686715000002 0.52925062125000011 36.124181380200007 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 0.47961138885000004 41.919251152600005 37.784765830350004 0.53928026105000015 0.40667944075000007 45.048573272350005 44.756878345700009 0.34219035360000005 0.34398670700000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 6 -1 16 -4 9 10 -2 -11 13 15 -15 -13 -3 18 19 22 -19 -22 -18 24 -16 -26 27 28 -9 -30
right_child=8 4 3 -5 -6 -7 -8 26 -10 11 -12 12 -14 14 23 -17 17 20 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0030159205805513102 0.00044166608489272589 0.0012684110639035861 -0.003585583353049664 0.00053138645985906978 0.0022682722597189816 0.00050064577934544698 -0.0010186198241659058 -0.0034693286504338225 -0.0010602547270314568 0.00090848285389432694 -0.0038150156265909681 -0.00068087994905031589 0.00020720488393725179 0.0028847776236279534 -0.0029821270676276077 -0.0050890504824444363 0.00030824318370358016 0.0022314219355983218 -0.0024318238398920236 0.0015656301164281411 0.002973146589516684 0.0001601148125492034 -0.0019277658544644637 -0.0036987323498261777 0.0020067530749146014 -0.0010200078568440387 -0.0031653256319456391 0.0022871285544394577 0.0046665136402684855 -0.001098120230373544
leaf_weight=2.1262984829954794 5.4102265608962608 55.245247758924961 3.1369932824745801 12.918225213885306 11.879086479544638 52.498119820840657 7.5263411141932002 2.8147940314374962 15.190548184909856 26.93090280238539 3.9344873144291341 1.7640753109008103 98.339431883418001 2.3251639604568508 2.4710274040699032 2.1025860318914056 9.0142276659607941 13.066504448652266 6.761909555643796 8.7824515253305417 5.0796823203563717 21.230859585106373 6.2155135944485655 1.8466643505962554 4.1921986490488043 8.6822620535385777 3.097531482577323 2.0671372711658469 1.3748348355293263 12.877434503287075
leaf_count=227 42 227 65 54 55 275 39 109 691 114 50 14 966 7 25 30 34 72 45 33 21 89 35 59 13 353 96 14 2 178
internal_value=0.0002782 0.000496536 -7.62101e-05 -0.000703921 0.000864036 0.000363761 0.000738541 -0.00133296 -2.14794e-05 7.83919e-05 -0.00135056 0.000168219 4.43792e-06 -0.000848282 -0.000406558 -0.00307792 0.000844007 0.000509781 -0.000386597 0.000189345 0.00121032 0.000703217 -0.00060431 -0.000851697 -0.000509087 -3.443e-05 -0.00101511 -0.000667021 -0.00102482 -0.000542039
internal_weight=410.903 237.713 92.9114 38.287 144.802 54.6244 132.923 25.3687 173.19 157.999 9.34471 148.654 121.723 23.384 19.5173 3.86666 125.396 70.1511 30.7741 24.0122 39.377 26.3105 15.2297 17.1922 15.3455 12.8745 22.2317 19.1342 17.0671 14.2523
internal_count=4034 1670 1020 518 650 502 595 464 2364 1673 92 1581 1467 501 457 44 556 329 147 102 182 110 69 450 391 366 399 303 289 180
is_linear=0
shrinkage=0.00293039


Tree=339
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 1 2 0 0 1 2 2 2 2 0 2 0 1 0 0 2 0 1 1 2 2 0 1 2
split_gain=0.767631 0.524323 1.77916 1.66488 2.9338 2.1613 2.82698 2.18074 2.02281 1.99786 1.46982 0.972801 2.44401 1.36621 1.79915 1.45319 2.90312 2.58357 1.35884 3.3655 1.26409 1.35613 1.62585 1.29548 1.16122 1.90085 1.12854 1.0944 1.2213 2.08932
threshold=0.3055746834000001 0.39091643965000006 0.53544804050000006 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 43.631818398850008 0.53043322055000008 0.53158588065000012 0.39408999735000005 42.599563320500003 41.942745071500006 41.218101594450012 40.80591513400001 0.54228915300000013 40.664404858950007 0.54300769440000007 0.43401395170000007 0.56188437470000008 0.53866650695000018 42.865207177650007 0.55769288345000012 0.41988263825000011 0.43837010870000009 40.890797847750008 42.094663496250007 0.57537199485000012 0.4349121284000001 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 -7 10 -9 -6 12 13 14 15 -4 17 -17 -15 -20 -13 -22 23 -23 -16 -26 -14 28 29 -19
right_child=1 2 11 4 5 7 -8 9 -10 -11 -12 20 26 18 24 16 -18 27 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.028032478698237096 0.0015415833365948223 -0.034452719758969214 0.0056603000295091079 0.047534725078384341 -0.032135250776036628 -0.030645955170600789 0.025351528783689913 -0.027933816772430155 0.018429057412414435 0.024441982869788721 0.004016919054252107 -0.038058488135009894 0.022095795354677587 -0.022618486834253007 0.01727306788207273 -0.04839514989097788 -0.052380722493370682 -0.017864507825452892 0.023264079867782946 -0.033430787141882447 -0.0251032329444889 -0.0027426130125885982 -0.017249542822666913 0.020824500850224303 0.016359705223422547 -0.026141036246566437 0.0062177267500424759 -0.028100663707128444 0.0044834832379449284 0.0053428862573122494
leaf_weight=0.69911978300660749 239.66243380060769 1.7343040974810744 14.95429330691695 0.73722612857818504 2.6155660673975927 4.6592263755155727 2.4991287887096405 0.95517737721093032 1.3788455948233602 1.3036504341289399 1.2619514930993321 0.87889313697814841 5.3917015292681745 3.9207589477300635 7.3764597773551923 0.93077405914664879 0.94166478211991389 6.4552706666290813 2.0426514148712163 1.294992533046752 1.9184855923522253 4.2365901144221407 2.9132912924396805 3.0269819432869554 1.7935904236510398 1.4329318109666926 9.1186768538318557 1.1492536413425103 15.161688899621366 5.3866430334746838
leaf_count=125 1806 29 57 1 93 140 7 183 6 12 8 14 37 28 30 7 16 113 7 85 29 44 429 24 14 33 87 424 118 28
internal_value=0.00076756 0.000825562 -0.000771183 -0.00889627 -0.00602019 -0.00871088 0.00126167 -0.0198906 -0.0101918 0.00229413 -0.0203694 0.000771073 0.00194042 -0.000409563 0.00105638 -0.00134687 -0.00483684 -0.00329748 -0.0116353 0.0012667 -0.00620047 -0.00388555 0.00011429 0.00707862 0.0112514 -0.00251531 0.0121176 -0.00180648 -0.000687421 -0.00730794
internal_weight=347.832 347.133 107.471 17.1451 15.4108 14.6735 7.75549 6.91805 5.25636 2.25883 3.87752 90.3256 77.3514 62.841 55.5826 44.9796 30.0253 29.0836 7.2584 3.33764 12.9742 12.0953 10.1769 7.26357 10.603 3.22652 14.5104 28.1529 27.0036 11.8419
internal_count=4034 3909 2103 479 450 449 114 335 107 195 101 1624 1084 960 840 763 706 690 120 92 540 526 497 68 77 47 124 683 259 141
is_linear=0
shrinkage=0.0275125


Tree=340
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 2 0 2 2 2 0 2 2 0 0 0 0 2 0 2 2 0 2 0 0 2 0 1 0
split_gain=2.14128 2.99853 2.03463 3.33139 3.23904 2.97181 2.46406 1.91622 2.03609 2.39146 2.36758 1.8764 1.87407 3.89872 2.17529 4.10407 2.80034 1.89756 2.02591 1.58567 1.65286 1.50263 2.43323 1.60653 1.48197 1.83832 2.46251 1.47382 1.34008 1.39809
threshold=0.52366695610000014 0.47883296910000012 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 0.52770875125000016 39.952536079750011 36.010074051050005 42.719328117250008 0.59897907245000015 42.719328117250008 42.686561923500008 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.47736594710000008 42.488347682450005 0.42314601355000009 38.400997490450003 44.262924377150007 0.50889194935000015 47.927946529500012 0.47961138885000004 0.48068920095000006 41.827117825850003 0.46989611090000011 0.34467530910000005 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 12 19 8 9 -2 -10 -9 13 17 15 16 -14 18 -4 -1 27 24 23 -23 -3 26 -26 -21 -27 -30
right_child=7 21 3 -5 -6 -7 -8 11 10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.0023888116023707611 0.00015614086700481146 0.0016720967878165887 -0.0038082683661276517 -0.0038724369340588623 0.0034118276502029545 0.00061906569798070787 0.00289767575342333 5.5280669803550656e-05 0.00088312093969195688 -0.005032844257960232 -0.0038413834034439175 -0.003217173430988025 0.001942005210860094 0.0043662053270094123 -0.0036709717805967204 0.0027800352773416628 -0.0034667578623886388 0.0011878571408567914 0.00058775040488982062 0.00040865766720959469 -9.8358745835819709e-05 -0.0018307585479132779 -0.0045297795935627739 0.0022342358655010287 0.00040272930408713796 0.0026563798391853891 -0.0025733289067044742 0.0026381967791434249 0.00056096201832183355 0.0017892483829422359
leaf_weight=2.3727887570857993 1.3853455483913406 14.004719547927378 3.1408367864787596 2.955979583784937 2.1768624633550635 12.921229645609854 3.5588306249119332 118.38246227777563 4.4343269588425756 2.5800727037712932 1.421534383902326 1.805315316945779 1.2178102172911147 1.5833401679992674 5.1765327155590048 2.1217528898268938 4.8019088050350547 2.3356751874089241 1.608898148871958 7.9432650369126332 32.572715898510069 1.9046868067234748 1.466617308789864 2.0471294857561588 8.6926126629114133 3.440488174557685 4.1776792034506789 4.8438289109617472 137.26228285813704 10.096334692090748
leaf_count=226 10 57 76 40 5 54 16 1179 57 51 115 649 11 3 106 15 195 9 21 67 164 36 38 9 34 11 28 22 694 36
internal_value=0.000232342 0.00039189 -7.95945e-05 -0.000617744 -0.000358317 -0.000593423 0.000340514 -0.000104432 -0.00145739 -0.00322004 -0.000263772 6.12583e-06 -0.00130598 -0.00015318 -0.00205635 -0.00102973 -0.00237255 -0.0011631 -0.00231919 0.000149858 0.000282656 0.000627081 -0.00102552 0.000275 0.000677479 0.000592372 -0.000563295 0.00125322 0.000691006 0.000645119
internal_weight=404.434 274.425 91.3323 40.0408 37.0848 34.908 51.2914 130.009 9.82128 3.96542 5.85586 120.188 21.9868 8.66875 13.318 8.14147 6.01972 7.08541 4.74973 47.7326 45.3598 183.093 5.41843 3.95182 177.674 163.669 12.8703 12.7871 150.799 147.359
internal_count=4034 1973 1030 535 495 490 495 2061 233 61 172 1828 436 109 327 221 206 106 97 479 253 943 83 45 860 803 62 89 741 730
is_linear=0
shrinkage=0.00318567


Tree=341
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 2 1 1 2 1 0 0 1 0 1 0 0 1 0 0 2 2 2 2 0 2 0 2 2
split_gain=0.536957 1.29144 1.02777 1.08405 0.959218 0.892429 2.41801 1.29469 1.68239 2.28873 1.18525 3.25083 1.39959 0.701653 3.41683 1.32215 2.29197 3.49073 2.14609 2.28134 3.58785 1.40802 1.3681 1.85118 1.53565 1.33857 2.89252 2.18551 3.21441 5.56951
threshold=0.47736594710000008 0.47754558250000007 49.122847560300009 0.55677973715000018 0.55832160710000012 0.34551360740000009 42.686561923500008 0.34536391125000004 0.34512439750000007 41.741384785950011 0.34503457980000002 0.47604862130000009 0.47396784530000008 0.34512439750000007 0.47943175355000006 0.35862698720000002 0.49336846205000007 0.49053920540000012 0.34527409360000011 0.48537468940000006 0.48351845755000006 41.975471476700008 48.86568841230001 43.89540535710001 47.709122305950011 0.48244064550000004 42.141702038450013 0.48119816770000007 42.141702038450013 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 13 -4 -5 7 -7 8 10 -10 11 12 -1 14 -3 16 17 18 -15 20 25 -18 23 -17 -25 27 -27 28 -20 -30
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12 -13 -14 15 -16 22 21 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00048567975272205324 0.014389416501468535 -0.015968547186955458 -0.026688360212014983 0.028538646443099246 -0.023598681693406211 -0.028653475001780563 0.00056906752825352386 0.015095903177735705 -0.041223463537370678 -0.0013073181386118763 0.016156055047901678 -0.022519211082742602 0.014672448831751025 0.013050587607162463 0.0028790158218700741 0.0003515429436434713 0.024283987465102217 -0.017158999086959031 0.0073462909214010389 0.010519506368251563 -0.01857078861207849 0.0062009768370409613 0.020012383575364077 -0.026212799497316079 -0.0020699556534464888 -0.0018328336418447124 0.024312865094137607 -0.012740699494406918 -0.035801785518467882 0.0024656879100555325
leaf_weight=32.761147058510687 3.8256699517369261 7.3822444183751967 1.4497387867886566 0.46175944805145253 0.32129173885914497 2.3020372093887991 4.4768985202535987 2.7391915963962665 1.2982896328030613 1.8999525560066102 2.2836052794009438 3.446102673187851 3.6332005783915511 10.871762078255413 17.189783088862896 163.30341907221009 4.2581462524831277 4.6511733531951895 21.504240505397323 13.238785434514282 5.170957349240779 5.0582444220781326 1.8353364723734547 2.6003229777270453 3.102053341222927 5.1589043363928777 4.0596124231815338 6.2027224674820891 2.8713137973099929 7.0703809596598148
leaf_count=510 15 42 84 1 164 76 113 20 66 41 10 31 30 42 73 1825 41 28 93 65 37 31 12 346 51 23 52 29 38 45
internal_value=0.000619596 0.00101522 0.000837415 -0.0148224 0.00714631 -0.00148394 -0.00935452 -0.000373817 -0.00130878 -0.0175108 -7.86472e-05 -0.0010092 0.00102754 0.000959872 -0.00278341 0.00131234 0.00358327 0.00232847 0.00351877 0.00193126 -0.000253637 0.014466 0.000114462 -0.000101622 -0.0130793 0.00176733 0.0096811 -0.000170402 0.00230909 -0.00858654
internal_weight=346.428 291.588 287.762 2.23279 0.783051 54.8404 6.77894 48.0615 45.3223 3.19824 42.1241 39.8405 36.3943 285.529 24.572 260.957 90.1162 80.7999 76.1487 65.2769 52.0381 9.31639 170.841 169.006 5.70238 46.8672 9.21852 37.6487 31.4459 9.94169
internal_count=4034 3137 3122 249 165 897 189 708 688 107 581 571 540 2873 115 2758 524 452 424 382 317 72 2234 2222 397 280 75 205 176 83
is_linear=0
shrinkage=0.0231714


Tree=342
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 0 1 2 0 2 1 1 2 0 0 1 1 1 2 2 0 2 1 1 2 2 0 1
split_gain=4.00141 5.59732 3.76013 2.495 1.91231 1.84926 4.73916 3.44495 2.54751 2.56188 2.36001 2.16238 1.83532 5.52478 2.87171 1.63634 3.29106 1.66303 3.20959 1.89263 2.47445 5.58275 1.8065 1.60286 1.58803 1.53973 1.52604 2.34048 1.4742 1.45836
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.4662734648500001 43.89540535710001 47.927946529500012 42.719328117250008 0.42018203045000008 0.34551360740000009 42.456897412850005 0.37331217625000007 48.96897326980001 0.40509266190000009 0.41615520495000008 38.244973486750006 0.54646567465000018 0.55257327625000008 0.46280051495000007 0.45280081435000008 0.44805544745000009 41.243661560350013 40.80591513400001 0.56643513670000012 37.52517992975001 0.4025178887000001 0.43691805635000008 42.522337019050006 42.536568606950006 0.56859076075000015 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 5 29 4 12 6 7 -1 23 -10 -8 -7 24 -14 -15 -16 -17 18 19 20 21 22 -18 -9 -4 -22 -5 -28 -20 -2
right_child=2 -3 3 26 -6 11 10 8 9 -11 -12 -13 13 14 15 16 17 -19 28 -21 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022595598081019729 -0.00070146356780825326 0.00053813662990954622 0.00028114349510493061 -0.0023941849552325842 -0.0010922763189205363 0.0013764453647820028 0.0013397534004778791 0.0012875351439544135 -0.0026495264659006758 0.00092877615832797722 -0.0017374093851388209 -0.00034050339212636917 -0.0022520406018683905 -0.00089592304347285094 0.00082228634174892168 -0.0016198625235558399 -0.0026269511249463009 0.0017778598199612195 -0.0028808577309167526 0.0011263177639593213 -5.8857374093564173e-05 0.0018465567354482579 0.00017482988319601837 0.00014245478471660737 0.0016733593462712078 -0.0018889660614278996 0.0032904932966561513 -0.0022008527324178912 -0.00042824078513397702 -0.002373535478347948
leaf_weight=2.9248287050286299 18.336654833517972 223.86811490543187 8.8357187882065755 3.0391206705244249 5.6359337405301622 7.1435845121741277 1.3054995592683543 7.3848161790519944 2.7422184231691054 1.4528227038681505 12.608530554454772 6.792099267244339 4.5448674224317065 9.6622106619179231 24.700158059597015 4.6075838916003695 2.2373771071434039 3.4153839685022822 2.0435221828520289 11.884470224380491 5.1992330495268089 7.3943327963352203 2.1342873368412256 27.075751313939691 6.9459670186042777 3.7601541616022587 0.67653346061706521 0.80886636697687209 2.7004229975864291 2.8623721648473284
leaf_count=253 320 1041 32 479 190 20 11 38 62 9 304 34 45 179 81 36 28 16 30 57 31 26 14 159 20 41 1 277 41 159
internal_value=0.000228971 0.000370526 -8.69335e-05 7.46754e-05 0.00014249 -0.00016991 -0.000348087 2.02071e-05 0.000192703 -0.00141029 -0.00144869 0.000539623 0.000212035 8.43607e-05 0.000217528 0.000371051 0.000125427 0.000322673 0.000189621 0.0004332 3.57482e-05 0.000692649 -0.0012591 0.000387843 0.000893897 -0.000826933 -0.00150961 0.000300211 -0.00148474 -0.000927233
internal_weight=424.723 293.298 131.425 110.226 105.702 69.4302 55.4945 41.5804 38.6556 4.19504 13.914 13.9357 100.066 84.284 79.7391 70.0769 45.3768 40.7692 37.3538 32.6099 20.7254 11.766 4.37166 34.4606 15.7817 8.95939 4.52452 1.4854 4.74395 21.199
internal_count=4034 1931 2103 1624 867 890 836 521 268 71 315 54 677 625 580 401 320 284 268 197 140 68 42 197 52 72 757 278 71 479
is_linear=0
shrinkage=0.00217865


Tree=343
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 0 2 2 1 1 1 1 0 2 2 1 2 1 2 2 0 2 0 2 0 2 0 2
split_gain=0.767663 1.16659 0.836503 0.622699 1.79202 1.27986 0.641608 1.77226 2.54712 2.68919 1.49292 2.31554 2.13761 1.12152 1.02204 2.05735 0.988987 0.842096 0.824321 1.18321 0.713003 4.5204 1.19175 3.03965 1.57542 1.58996 1.26187 1.50389 2.26426 2.42685
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.5654770815500002 0.55832160710000012 38.903925214650009 40.844669808050007 0.43590012275000006 0.42953803780000005 0.43401395170000007 0.42780156285000009 0.5718990449500001 41.770271989050009 41.535369675400013 0.43837010870000009 40.80591513400001 0.45107930900000009 38.400997490450003 38.748048509250005 0.5017514446000001 33.96174662340001 0.46989611090000011 36.893814626400008 0.51191581090000016 36.010074051050005 0.52770875125000016 36.79544512155001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 10 -9 -10 11 13 -13 20 -8 17 -11 -16 19 -19 22 -22 23 -1 -25 -26 -24 -28 -29 -30
right_child=1 2 -4 -5 5 -7 14 8 9 16 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 -23 26 24 25 -27 27 28 29 -31
leaf_value=-0.02545792000274958 -0.036068201521570017 0.041503803402537565 -0.033559989057071006 0.013809187883260608 -0.037351597825749108 0.012417690079791958 0.013018154755948984 0.018532086565182324 -0.054751503667214901 0.009397712045431536 0.018811185764221444 -0.043813700327568768 0.0052155053775294223 0.024020584081202726 0.034058691427133594 -0.040835950165024247 -0.023826955723214874 -0.046509446416821858 0.019597510988947239 0.010731795940512661 -0.031680627698841023 0.00086318895438131072 -0.017428778373533824 -0.00077583784419074338 0.0070844206214922215 0.027697545817500547 0.013107249994990402 -0.017751235663450209 -0.020743919399646555 0.016451903845670676
leaf_weight=2.4747801346238729 1.4557961935497581 0.47780495882034291 0.25208961963653564 4.1676630736328653 2.2577268391614775 0.77031573059502978 11.417038360144945 1.9625339740887264 2.1915817875415087 1.8134284391999242 5.2277377280406645 2.448983156005851 1.6574229313991962 2.3711026564706108 0.98628558591008131 1.3162663546390829 2.2090009250678122 0.78629323723725997 1.1597337573766706 0.8200307646766305 4.8409914057701817 237.72071070369566 4.0347463421057936 6.3331483317306292 7.3697969056665924 9.548620939254759 9.6481760675087589 7.1121743628755238 2.6342907818034274 7.5041592195630074
leaf_count=98 479 1 277 27 123 53 78 20 22 6 44 50 35 40 15 65 37 55 6 8 38 2044 26 123 39 43 57 54 24 47
internal_value=0.000874878 -0.0188212 0.0155784 0.00100047 0.000842818 -0.0246906 0.00107321 0.000741857 -0.01458 -0.0250376 0.00114478 0.00084267 -0.0240246 0.00118126 0.00748697 -0.00497201 -0.00884831 0.00760853 -0.00182273 -0.0172877 0.00100027 0.000213687 0.00436765 0.00966977 0.0134086 0.0187183 -4.19395e-05 0.00256604 -0.0033296 0.00678725
internal_weight=344.97 2.18569 0.729895 342.785 338.617 3.02804 335.589 319.103 8.17655 6.21401 310.927 305.699 4.10641 301.593 16.4856 5.06861 4.02243 3.75234 2.76606 1.60632 299.222 242.562 56.6599 25.7263 23.2516 16.9184 30.9335 26.8988 17.2506 10.1385
internal_count=4034 757 278 3277 3250 176 3074 2847 85 65 2762 2718 85 2633 227 149 43 84 69 63 2593 2082 511 303 205 82 208 182 125 71
is_linear=0
shrinkage=0.0333403


Tree=344
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 0 0 0 2 2 0 0 0 0 0 2 2 2 0 1 1 2 0 1 1 1 0 1 2
split_gain=0.519431 0.942668 1.00517 0.913722 0.859579 2.01264 1.52455 1.50092 1.39017 1.31296 0.935489 2.04227 1.85764 2.62231 2.30614 1.26865 2.01776 1.29178 0.909621 0.906895 1.11104 1.50419 0.942247 0.878854 0.858869 0.855081 0.80666 2.30751 1.91596 1.90484
threshold=42.779078631750004 0.42569084760000003 0.31060447290000009 42.824128352900011 0.55769288345000012 0.54228915300000013 0.51675099550000014 0.50339810185000011 0.54386096225000014 43.426640904350009 47.927946529500012 0.47769527860000011 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.48447651265000008 43.157831852650006 43.077238082650005 48.96897326980001 0.5398790455000001 0.39814676205000005 0.41236789315000005 43.572676689450006 0.48028502140000007 0.44805544745000009 0.44922307715000004 0.35471991855000007 0.48447651265000008 0.34584293880000011 42.67709657435001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 10 -7 -8 11 12 13 14 -5 17 -17 -13 -12 20 22 -22 -11 -19 -6 -26 28 -28 -3 -30
right_child=3 26 -4 4 24 8 9 -9 -10 19 18 15 -14 -15 -16 16 -18 23 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.010915738754356433 -0.026400239120433894 0.0010713316591032186 -0.02919380806347081 0.016194755903200971 -0.030531472951829838 0.028997628303928359 -0.040145331164888977 0.013007428043519949 0.00062657038793526498 0.015003427379801098 0.012014812616914757 0.018295687115442771 -0.031180596596909201 0.022926612952381756 -0.029534238629003878 -0.028204931697058875 0.0034012773753936435 0.0076654203434278444 -0.002804298958903286 -0.038239755108269838 0.014727366024779221 -0.031985404433532712 -0.024762921443272284 -0.0098910303492031736 0.018047944652005016 -0.028124401259493882 -0.026581339778294882 0.00041811167507300431 0.0061902309019047875 0.025874351404461437
leaf_weight=0.68892753100953941 1.1075411662459362 93.168340955860913 1.5284742233925497 1.1414917325600997 1.4760713942232535 2.8244585804641238 1.1599732069298605 5.8231083811260751 2.4524787333793938 0.55577274784445796 6.0554669350385648 4.0764603950083282 3.4813553858548403 1.7166860606521366 3.1546124999877065 2.6073938533663741 3.733388263208326 4.65502782166004 6.5571371987462044 0.70170936174690712 2.7065871898084883 0.64969302841927845 2.4459552401676774 4.0548409596085548 0.79207901493646182 0.49558631988475099 2.4446651679463676 151.68543135440268 24.329380741342906 4.4144968315958968
leaf_count=65 15 499 205 11 90 9 23 58 46 5 20 20 99 13 187 24 52 29 36 10 14 86 109 19 6 339 66 1666 158 55
internal_value=0.000655026 0.00117149 -0.0167321 -0.00157564 -0.00114141 -0.000455168 -0.0020081 -9.45724e-05 0.0158121 -0.0129629 -0.00194486 -0.00470144 -0.0151542 -0.00587499 -0.0173839 0.000486992 -0.00959552 0.00548694 0.00431054 -0.00849658 -0.00521394 0.00568493 -0.0174001 -0.000507908 -0.0161771 0.000277502 0.00131531 -1.0128e-05 0.00299101 0.00921333
internal_weight=342.685 278.26 2.2174 64.4249 63.3173 60.5536 55.2767 47.057 5.27694 8.21969 41.2339 28.6213 9.49415 6.01279 4.2961 19.1271 6.34078 12.7863 12.6126 7.05972 6.35801 3.35628 3.00173 8.70987 2.76374 1.28767 276.042 154.13 121.912 28.7439
internal_count=4034 2714 270 1320 1305 870 815 568 55 247 510 454 310 211 198 144 76 68 56 224 214 100 114 48 435 345 2444 1732 712 213
is_linear=0
shrinkage=0.027569


Tree=345
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 0 0 2 0 0 2 0 2 0 0 2 1 0 1 0 2 1 2 2 2 2 1 1
split_gain=2.85338 3.83278 3.56394 2.08056 2.32747 2.28821 2.05549 2.06734 4.18487 1.92703 3.13619 2.6909 2.86556 2.5171 2.06358 2.03369 3.35135 3.09165 3.59764 2.68602 1.98205 2.64586 4.84384 2.00683 2.74158 1.78972 1.656 1.76235 1.64752 2.26561
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.45368402140000008 0.4591329601000001 0.56065686655000013 0.56439926950000008 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 0.42018203045000008 48.96897326980001 0.45798030000000006 0.47396784530000008 42.719328117250008 0.34542378970000004 0.37331217625000007 0.32388251845000005 0.47396784530000008 39.110279783550006 0.3447052483500001 41.147265497500008 48.86568841230001 44.262924377150007 47.927946529500012 0.39900002995000006 0.39382054430000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 25 -4 -5 -6 -7 -8 -9 13 11 12 15 -1 -14 19 -17 18 -18 -11 -15 22 -22 -23 -25 28 -3 -28 29 -2
right_child=2 26 3 4 5 6 7 8 -10 10 -12 -13 14 20 -16 16 17 -19 -20 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0027892343255835244 -0.0030383985742756343 0.00066910156690750127 0.00059215242830931876 -0.00092508938136122074 0.00058705921923045054 -0.0030375973963998946 -0.0053759418447546364 0.002827485825251956 -0.001093583441845275 0.0012430938233878657 -0.0032836134798404958 0.0027936040197734735 0.0015559007321329407 0.0018465787491954043 -0.00056218285439829923 0.0018695674424120358 -0.0020328552687562868 -0.003041614425491378 0.0019878280611880907 -0.0030117983234671363 0.00010832815162592519 0.0017959707094315899 -0.0038410638027134504 -0.00075182626944288286 0.0010818971744120383 0.0018043193328277762 -0.0022462404873097959 0.00063771952318785385 -0.0030509136894430471 -0.00047874856442335699
leaf_weight=1.8930047847679805 3.1506350552663305 183.1062995120883 41.179823608137667 21.31051818234846 29.898295295191929 2.428341466933488 0.552785933483391 2.8171080313622934 7.0388664856436662 1.3394983951002384 2.789052188396453 1.9749425053596485 6.8833006024360639 6.1800943762063971 6.7183704227209091 3.4061968997120848 3.3512274511158449 4.2144829807803035 3.2307628020644188 6.0486603318713605 9.3016633824445289 7.984054058790206 3.0474601192399851 11.323222503066065 12.883473455905913 1.4624469601549197 3.0217980947345486 3.2514096777886152 3.3504541066940865 13.542294490151106
leaf_count=223 90 849 171 249 248 81 8 9 858 13 40 5 20 21 34 24 35 104 15 245 77 28 48 50 41 52 43 16 136 201
internal_value=0.000248122 0.000400426 -9.07202e-05 0.000115393 -0.00019115 0.000174837 -0.000785249 -0.000259781 2.71658e-05 -5.29626e-05 -0.000503084 -0.000294433 -0.000467728 0.000288879 0.000509701 -0.00108348 -0.000481675 -0.00122347 -5.93072e-05 -0.00224037 0.000403762 0.000203565 -0.000866285 0.000613985 0.000224132 -0.00109921 0.000622045 -0.000751481 -0.00131107 -0.000961859
internal_weight=408.681 281.949 126.732 105.226 64.0459 42.7354 12.8371 10.4088 9.85597 92.5695 39.9565 37.1674 35.1925 52.613 13.6017 21.5908 14.2027 10.7965 6.58199 7.38816 50.72 44.5399 12.3491 32.1908 24.2067 21.5058 189.38 6.27321 20.0434 16.6929
internal_count=4034 1931 2103 1624 1453 1204 956 875 867 1023 535 495 490 488 54 436 178 154 50 258 265 244 125 119 91 479 908 59 427 291
is_linear=0
shrinkage=0.00271873


Tree=346
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 0 2 2 0 0 0 2 1 1 0 2 2 2 1 1 1 2 2 0 1 2 1 1 0
split_gain=0.47694 2.65909 1.39355 2.2374 0.899122 0.652935 1.65631 2.04449 2.56692 1.56438 1.29686 1.40478 1.41926 1.09223 2.15366 3.22741 1.53085 2.23381 1.32263 1.10665 1.48062 1.96416 2.22807 1.7202 1.15845 0.98669 1.17493 0.873905 1.93556 0.829375
threshold=41.243661560350013 41.147265497500008 41.32819714970001 0.34551360740000009 0.52453519355000011 0.44805544745000009 0.54499865270000014 41.827117825850003 42.094663496250007 0.54228915300000013 0.55609113500000007 0.55769288345000012 42.558389508100007 0.40509266190000009 0.40099098830000007 0.5276039639500002 43.631818398850008 43.680097826700013 48.86568841230001 0.34569324270000007 0.34587287805000005 0.34608245260000009 41.685324604100011 41.898943182100005 0.48098859315000003 0.45206730335000006 42.536568606950006 0.42780156285000009 0.42922367590000005 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 9 -8 -9 13 -10 -12 -13 14 15 19 -17 -18 -19 -4 24 -22 -23 -24 -21 -7 -27 -15 -29 -25
right_child=2 -3 5 4 -6 25 7 8 10 -11 11 12 -14 27 -16 16 17 18 -20 20 21 22 23 29 -26 26 -28 28 -30 -31
leaf_value=0.00086278036658790787 0.0016244901729913391 0.016731493641073718 -0.0017801160646987552 -0.033880005158728799 -0.010743507766662094 0.017049794976776351 -0.031394599227671766 0.016337995112036902 -0.030560529817398374 0.012928777817466293 0.023265991064920555 0.0016463406510443391 -0.028469239074286858 -0.033900050527952669 0.015862340807166555 -0.031924368649318184 0.035565354500435888 -0.030500926159035491 0.015157596275084152 -0.0015654067504311008 -0.014990977140881521 0.018457248034606993 -0.018823821195380779 -0.0010485065735588999 0.016962457097367767 0.0069510198590226587 -0.027382751544300525 0.025182391287638238 -0.033651384783522392 0.0074280519552891661
leaf_weight=175.21460903002298 4.8783809039741737 6.8578942192252716 60.195234873099253 2.2797849220223725 1.9456833215663207 3.4661395768634966 2.1326755695044985 2.6894169077277166 1.8249719399027524 6.1324057299643746 0.85417565703392018 2.1430528312921528 1.7990318895317612 1.0416138014988967 5.3353715238627037 2.8241914371028534 0.63147807121276889 1.4828350101597609 0.54125200863927592 2.9531518258154374 4.2582664936780921 5.0047857360914341 2.6337989950552574 18.611202729400251 7.3791647180914879 2.3282069713459355 0.85047647601459164 0.71306237380485959 0.68539846979547292 11.78033344587311
leaf_count=1801 23 50 572 19 24 22 26 11 41 26 4 12 96 55 23 51 1 87 4 26 30 45 24 195 66 128 364 15 66 127
internal_value=0.000586295 0.00146049 -0.000412266 -0.00990984 -0.0232264 0.000163045 -0.000191356 -0.0093157 -0.00425836 0.000598432 -0.0126242 -0.00579944 -0.0120974 -1.34565e-06 0.000325558 -0.000375182 -0.0191114 -0.00548472 -0.0182916 0.000534882 0.00318311 0.00111028 0.00291315 0.000557536 0.0116669 0.00782444 -0.00223519 -0.0165646 -0.00365258 0.00223717
internal_weight=341.468 182.073 159.396 9.10385 4.22547 150.292 143.647 11.4433 9.31065 132.204 6.62123 4.79626 3.94208 126.071 123.631 118.296 5.47976 2.65557 2.02409 112.816 52.6207 42.2884 38.0301 33.0253 10.3323 6.64482 3.17868 2.44007 1.39846 30.3915
internal_count=4034 1851 2183 66 43 2117 1603 190 164 1413 153 112 108 1387 1251 1228 143 92 91 1085 513 421 391 346 92 514 492 136 81 322
is_linear=0
shrinkage=0.0249996


Tree=347
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 1 1 0 1 1 1 0 1 0 2 2 2 2 1 2 0 0 0 2 1 2 1 2
split_gain=0.43868 0.806715 1.54276 1.05122 0.688903 1.00391 1.7679 1.00665 0.553875 2.37241 1.46406 3.01259 1.32324 1.29539 1.21387 1.09641 1.83677 0.8457 0.775999 2.59392 2.62319 1.19899 0.674351 2.6602 1.88204 1.94673 4.30301 2.97653 1.5774 1.52127
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31693661865000006 34.883496062400006 0.34398670700000006 0.49830843385000007 0.36575252235000005 0.34311846950000008 0.46739618575000003 0.33750486510000005 0.32388251845000005 0.34467530910000005 0.43780126340000008 0.3447052483500001 0.46495613905000005 50.205949521800008 41.243661560350013 44.952171034750002 41.571132012400007 0.31761025120000003 48.96897326980001 0.50706565670000014 0.51401155655000019 0.50339810185000011 38.625745710700009 0.36239932935000002 37.038444968100009 0.37078231190000005 40.137820134150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7 -8 9 10 11 13 17 18 -14 16 -16 -10 19 20 -6 -20 24 28 25 27 29 -17 -24 -27
right_child=4 2 -4 -5 8 6 7 -9 12 -11 -12 -13 14 -15 15 22 -18 -19 21 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.021411212507346237 0.024615040433470573 0.018330401616564674 -0.037020785065394954 -0.037979708338226739 -0.034172080050649832 -0.021132670561385649 0.029127943247495725 0.0042623601444633031 0.014243142449194533 -0.021960698742268751 0.021083945357607804 -0.032692321284388412 -0.020460919728634959 0.025092677035895926 -0.02804506479193529 -0.00010941688609384126 0.032521935574833495 -0.00035852507375082554 0.010434633635412334 -0.031959043343228445 0.017532323012540384 -0.0061510969632800876 0.0050727811108157352 0.00019883367759576683 0.014322031806638139 -0.0076709917536663674 -0.027742792088683074 0.024148119025720945 -0.025023754819395876 0.0021008784478763858
leaf_weight=0.27073172340169493 1.9655411429703225 1.2488814517855642 0.50966239953413595 1.0262964731664395 0.93785769352691106 1.7041609832085649 1.4568574726581571 5.9490760460030288 8.3475186042487604 4.1153804473578921 2.1664613708853713 2.0838877465575925 1.9904281003400672 1.5053788945078839 2.0227263454580675 8.3957429016008955 0.43780657649040211 4.3301162067800751 6.9834087789058668 2.1888294240925461 2.8445480093359947 5.6820655763149261 1.6838568672537793 129.10869634294068 8.3752074653748405 12.877623543143271 3.8632730641402295 6.4135580398142329 4.8778140322538093 103.39452344737947
leaf_count=10 16 5 109 74 71 23 7 95 40 36 12 48 15 6 184 39 1 22 49 135 12 33 9 2007 56 64 81 31 70 674
internal_value=0.000570268 -0.00954235 0.00228848 -0.0255829 0.000662313 0.00723758 0.00348832 0.00915379 0.000437978 -0.0031312 4.5624e-05 -0.00200507 0.000781588 0.00116981 0.000402554 0.000550101 -0.0172683 0.00925586 -0.000762556 -0.00873017 0.00471208 0.00299384 0.000707249 -0.000647512 0.0019897 0.00122431 9.37043e-05 0.0103959 -0.0173004 0.0010186
internal_weight=338.758 3.05557 1.75854 1.29703 335.702 11.0756 9.11009 7.40593 324.627 28.5078 24.3924 22.226 296.119 20.1421 283.441 281.451 2.46053 12.6776 18.6367 5.97124 3.78241 12.6655 278.99 135.67 143.32 134.945 120.135 14.8093 6.56167 116.272
internal_count=4034 198 114 84 3836 141 125 102 3695 402 366 354 3293 306 3231 3216 185 62 300 218 83 82 3031 2086 945 889 819 70 79 738
is_linear=0
shrinkage=0.0268104


Tree=348
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 2 1 1 0 2 2 0 1 2 2 2 0 2 1 1 0 2 1 2 2 1 1 0 0
split_gain=4.70699 5.37868 3.29732 2.19193 2.07181 1.92615 3.95129 3.22786 4.23201 2.953 1.91777 3.89986 2.20515 2.35916 2.36451 6.31612 1.88024 2.44576 1.87095 1.8315 1.85183 1.82742 1.88336 1.74702 1.69714 1.83182 2.84635 1.6893 4.23841 3.8397
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.4662734648500001 0.34512439750000007 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 0.53043322055000008 39.952536079750011 41.32819714970001 0.46898296455000005 0.34219035360000005 39.458743938000005 37.311503175250003 43.631818398850008 0.53158588065000012 41.571132012400007 0.33204095685000007 0.32058920395000007 0.47700667645000011 44.756878345700009 0.39408999735000005 43.89540535710001 38.244973486750006 0.40667944075000007 0.37078231190000005 0.51191581090000016 0.50889194935000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 24 10 -2 -7 8 9 23 12 -12 13 14 15 19 -9 -18 -13 20 -1 22 -6 -8 25 26 -4 -3 29 -29
right_child=2 27 3 -5 21 6 7 16 -10 -11 11 18 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00082324745513604987 -0.002871956051374731 0.0006531390458993677 0.00089385389327702853 -0.0015795276751779156 -0.0019937839303714273 0.0043008243435272778 -0.0025650877919928508 -0.0025136462245442495 0.0022770115935504399 0.0016853106201219672 -0.0025829649818843144 0.0021275198803091555 0.00164844903988859 -0.0020307015362503308 0.0029333150887335675 -0.0037567421821426221 -0.0022704107670071219 0.001632152584642083 -0.00018122106871573015 0.0018435199737374995 -0.0030595369186251285 0.00021917476187360174 9.7046119384861594e-05 0.0004009949876464927 -0.0011969285650194272 0.00030529501281371409 -0.0011498892841687734 -9.0092640641755049e-05 0.00053071396399449364 -0.0028283034585017811
leaf_weight=1.8235252602025886 2.2098722252994802 178.23903618939221 4.8579363226890555 3.9575077156769103 7.5794569657882658 0.75515395402908581 3.709572587162258 6.2411174518056196 2.8844241946935654 1.5983927696943281 3.2944028172642019 1.8623605314642215 6.5135657116770735 2.2057844204828134 1.6572999358177174 1.7391461599618194 1.667234741849825 1.5124125806614754 25.021666677668691 4.4452399723231792 0.90892898500896979 5.0479844585061064 2.9577168449759483 1.3330231793224809 4.7051668569911262 80.729479943867773 10.951648611109702 7.6196773760020715 41.488660620525479 3.7852416038513184
leaf_count=48 29 798 17 757 217 1 93 140 7 6 53 9 23 40 3 33 183 12 300 21 43 29 56 8 190 467 193 37 177 44
internal_value=0.000237258 0.000390771 -0.000120445 4.28954e-05 -0.000173677 -0.00090469 -0.000684024 -0.000882709 2.94803e-05 -0.000946705 4.89061e-05 -0.000300929 0.00059611 5.97632e-05 0.000495838 4.28039e-05 -0.00180503 -0.00041414 -2.12857e-05 0.000963429 -0.00046833 -0.00088022 -0.0014069 -0.001781 0.000106314 0.000169832 -0.000521892 0.000549646 0.0002009 -0.000998893
internal_weight=423.303 296.19 127.113 105.202 65.0571 21.9112 19.7013 18.9462 9.52541 6.64099 49.4719 30.1784 19.2935 12.7799 10.5741 8.91684 9.42076 3.17965 26.884 7.17769 2.73245 15.5852 10.5372 5.0426 101.244 96.5391 15.8096 231.133 52.8936 11.4049
internal_count=4034 1931 2103 1624 875 479 450 449 114 107 573 362 211 188 148 145 335 195 309 112 91 302 273 101 867 677 210 1056 258 81
is_linear=0
shrinkage=0.00222222


Tree=349
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 2 2 2 2 0 0 0 2 0 2 1 1 1 2 2 1 2 2 1 0 2 2 2
split_gain=3.68239 4.64163 3.44787 2.2278 2.16769 4.16243 4.02474 1.91728 3.66515 2.54498 2.7563 2.58018 1.63792 2.32678 1.59621 3.78833 2.26224 1.52847 1.47643 2.85378 3.30121 1.44624 1.41225 1.8733 1.99545 2.62522 2.18768 1.91906 1.41107 3.3587
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 0.59897907245000015 0.39587138110000003 0.39408999735000005 0.53043322055000008 42.599563320500003 41.827117825850003 41.243661560350013 40.80591513400001 0.54228915300000013 0.55769288345000012 0.54228915300000013 43.631818398850008 0.53158588065000012 36.728658719300007 0.3055746834000001 0.40509266190000009 0.4301667614500001 39.952536079750011 40.890797847750008 0.34452561300000012 39.577821550850011 41.872294782850005 0.34584293880000011 0.46495613905000005 41.147265497500008 40.636252116050009 40.316494640950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 17 7 5 6 -2 8 9 10 11 -3 13 -9 16 -16 -6 -1 -13 20 -20 -12 -19 -24 27 -26 -27 -25 29 -4
right_child=1 3 28 -5 14 -7 -8 12 -10 -11 21 18 -14 -15 15 -17 -18 22 19 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0024402998923948173 -0.0027908322420076978 0.00071019349164377389 0.00053609654048134676 -0.002385726389564643 3.3585902840260321e-05 0.0013357706077073059 0.0014601577455618155 -0.0015785135312315808 0.0012170760620535766 -0.0013799295952486427 0.0020222896866055706 0.0012992154677011931 -0.0016487073362306812 0.00074109818838745444 -0.0024286296920817728 0.0022669203358931305 -0.0027741853861356822 0.00020468672399922381 -0.0031239840161310876 -0.00011803815570407493 -0.00031225222373811013 0.00040337252324117937 -0.003011286828137714 -0.001017326998490415 -0.0019780752542500426 -0.0013608108043506163 0.0015695695889082057 0.0012251171340373448 0.00033452522413952607 0.0017949973572430106
leaf_weight=1.5273359944112588 4.3249506978318113 16.261449009180069 82.248772509396076 1.9716707305633452 2.0130560807883722 4.9538749642670155 1.730670280754566 3.6759982127696293 18.297444925643504 6.4272646121680728 5.8752153869718295 2.5514270290732375 5.5006007249467066 6.9137779325246811 2.206177205080166 1.6795025430619714 7.6239095367491245 41.501086080912501 4.4663090072572214 23.048476702533662 4.8165902569890022 6.3968104515224695 1.5625544105423639 3.1918346956372279 6.6015913467854244 2.6441779867745936 3.0387753676623106 6.2953748521395028 122.32933630980551 13.724192716181276
leaf_count=125 98 57 352 649 20 19 7 31 81 60 23 8 224 58 183 12 140 378 78 297 27 31 68 70 117 86 19 27 639 50
internal_value=0.000209024 -0.000118273 0.000359338 9.50696e-05 -0.00104186 -0.000265763 -0.00157592 0.000141997 0.000278511 3.26282e-05 0.000175792 -6.47901e-05 -0.00060581 -6.41019e-05 -0.00167373 -0.000399078 -0.00218767 -0.000110897 -0.000426067 -0.000562218 -0.00166507 0.00117843 -5.60226e-05 -0.000519706 -0.000340885 -0.000967647 0.000206115 0.000470679 0.000502287 0.00071612
internal_weight=415.4 130.735 284.665 106.203 24.5321 11.0095 6.05562 104.231 88.141 69.8435 63.4163 51.1443 16.0904 10.5898 13.5226 3.88568 9.63697 66.3627 34.8828 32.3314 9.2829 12.272 64.8354 23.3343 21.7718 12.2845 5.68295 9.48721 218.302 95.973
internal_count=4034 2103 1931 1624 479 124 105 975 662 581 521 467 313 89 355 195 160 890 410 402 105 54 765 387 319 222 105 97 1041 402
is_linear=0
shrinkage=0.00235581


Tree=350
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 2 2 0 1 2 2 0 0 1 1 0 2 2 1 1 1 0 2 2 1 2 2 2
split_gain=3.64215 4.53254 3.70955 3.21397 2.51278 2.42647 2.35699 3.57821 2.38775 2.44137 1.99036 2.98312 3.57417 1.97721 4.2285 1.9537 3.3901 3.64326 1.93437 2.68216 1.67259 4.43058 1.66208 1.75024 3.66113 2.90655 1.86117 1.56332 1.7835 1.51756
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.57944372925000021 41.872294782850005 47.927946529500012 41.741384785950011 0.42018203045000008 0.40509266190000009 39.952536079750011 42.094663496250007 0.4778150355000001 0.47769527860000011 0.39587138110000003 0.39408999735000005 0.53043322055000008 44.262924377150007 47.927946529500012 0.45368402140000008 0.46280051495000007 0.32388251845000005 0.46898296455000005 39.110279783550006 35.171584490050009 0.34536391125000004 42.402981339000007 42.536568606950006 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 15 -4 10 20 8 13 9 -1 -5 -12 -13 14 -8 16 17 -2 -3 -20 -6 -22 -11 25 -25 -24 -26 -7 -29 -9
right_child=2 18 3 4 5 27 7 29 -10 22 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.0026031479847690984 -0.0029047837613012852 0.00065566411134539951 0.00061926338166780695 0.00074537286460609278 0.00059780406878765131 -0.0026122928991521768 -0.0011401853551099366 0.001376565253479939 0.0022435045312055209 0.0016059261065362385 -0.0028728521855548505 -1.6674416076822156e-05 -0.0032447741823377159 -0.0030379380132840449 0.0026272711122217792 -0.0017331912899277919 0.0013477846625644253 0.0015090967538608506 -0.0024338286456445537 0.00073395716954770566 -0.0028974557138483343 0.00070360012088482296 0.00081389063379503474 0.0020015824198589697 -0.00045641296206460648 -0.0020324457281257566 0.001180329972004299 0.0016462985220981623 -0.0025772717852637337 -0.00031565910009801449
leaf_weight=1.9999915048247192 3.9327994948253053 184.34654830023646 41.89131011068821 3.6999238538555828 29.736278051277623 3.2482492661802089 22.47734950855375 6.819177106022833 3.6912185605615369 5.1508352458477011 5.4086508722975877 11.067518994212149 2.7370781889185301 2.8743148036301127 2.0825923830270758 12.368217664305119 4.6847768537700176 1.719512991607189 3.1404614448547354 3.7543441466987133 3.4671161854639632 5.9154040575958788 3.8780932049266976 6.8724820306524625 19.401479046791795 5.6237965486943722 5.7657659631222478 1.6367795728147032 1.0499899885617194 6.7431843280792236
leaf_count=220 98 849 171 43 178 551 436 20 16 18 104 57 45 40 5 355 19 7 43 16 114 41 40 28 88 58 20 10 310 34
internal_value=0.000222133 0.000383424 -0.000124167 6.81919e-05 -0.00027146 7.53737e-05 -7.33657e-05 -0.000527612 0.000282137 0.000133453 -0.000953433 -0.00128057 -0.000656719 -0.00105302 -0.000820719 -0.00105488 -0.000243294 -0.00156202 0.000606467 -0.000708913 0.000304016 -0.000627096 0.00025067 8.2629e-05 0.000365367 -0.000870744 -8.14384e-05 -0.00143165 -4.27345e-06 0.000535194
internal_weight=417.185 284.622 132.564 109.858 67.967 45.0538 93.3803 40.9966 52.3837 48.6924 22.9132 19.2132 13.8046 27.4343 24.5599 22.7053 10.3371 5.65231 191.241 6.89481 39.1188 9.38252 46.6925 41.5416 32.0397 9.50189 25.1672 5.93502 2.68677 13.5624
internal_count=4034 1931 2103 1624 1453 1204 1023 535 488 472 249 206 102 481 441 479 124 105 908 59 333 155 252 234 136 98 108 871 320 54
is_linear=0
shrinkage=0.00252939


Tree=351
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 1 0 2 0 0 0 1 0 0 2 2 0 2 2 0 1 2 1 1 2 2 2 0 2
split_gain=2.69856 3.97568 2.86201 1.97858 3.555 3.0136 2.0488 2.17613 4.96304 2.0107 3.72044 2.80968 2.1468 2.24057 4.10973 3.93451 1.91281 1.84111 1.68796 2.80004 2.99559 2.14683 1.71701 2.52037 4.24861 2.35715 2.12933 2.34003 2.7768 1.67033
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 41.942745071500006 47.927946529500012 0.42018203045000008 0.32388251845000005 0.47396784530000008 39.110279783550006 0.45798030000000006 0.47396784530000008 0.37331217625000007 0.34509445825000007 0.4778150355000001 0.47769527860000011 42.719328117250008 48.96897326980001 0.59897907245000015 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 42.599563320500003 0.40509266190000009 0.41714319930000004 41.827117825850003 41.243661560350013 40.80591513400001 0.54136103710000005 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 29 5 9 -1 -7 8 -8 11 -11 -5 -12 14 15 -14 -6 18 19 20 -4 -21 23 -20 -25 26 27 28 -26 -2
right_child=2 -3 17 4 16 6 7 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 22 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0027767591181318079 -0.0034261051043535176 0.00060242056707268915 0.0035641298268102059 0.0013332397431730766 0.0015755730610002084 0.0018536555777838655 0.00024351788971784373 0.00056140423747215397 -0.0036388505349135621 0.0020034398827766973 -0.0032952330047688614 -0.0030007730082289145 0.00075228642671985651 -0.0031758587329696361 0.003407641103477803 -0.0031198251818844187 -0.00046112819580306527 -0.0027332514963337318 0.0016588082240683853 -0.0037903058054127702 -0.0009877735657121535 0.00059829955502498392 -0.00061040381063604942 -0.0023283132249773365 0.0016536091169640629 0.0015184940767013137 -0.0017272321433426253 0.0013547726506542451 -0.00041170330213054148 -0.00078116476800938785
leaf_weight=2.2863282597390926 1.9305169004946972 192.49855689331889 1.5127802789211253 1.3128239233046795 6.9186219796538335 6.1769032627344123 9.2667359523475152 32.67235378921032 3.2468200903385869 3.2146177664399174 2.8858700990676871 6.5013795318081975 4.1978549584746343 2.1702474504709235 1.9143467545509336 3.5255391430109739 6.5596954673528671 1.6653765448136244 10.192040182650087 3.0375359752215445 3.4941627576481551 1.1118893631501121 14.353349777753463 4.4715872071683398 5.7558638304471961 11.226394779048858 4.0653538452461353 11.685347443446515 27.29930519987829 17.997253989800811
leaf_count=227 29 908 3 13 20 21 77 124 54 21 47 238 34 33 4 76 34 649 30 59 83 28 313 34 16 56 50 53 250 450
internal_value=0.000238 0.000380897 -0.000102366 -7.83706e-05 -0.000539841 0.000258822 0.000393946 0.000194404 -0.000763818 -0.0011289 -0.000629835 -0.00227264 -0.00120592 -0.000695298 -0.00013672 -0.00101524 0.000584341 8.4205e-05 0.000131984 -0.000972836 0.000387523 -0.00261433 0.000245585 0.00041007 0.000212761 0.000402036 0.000145227 0.000315368 -5.20725e-05 -0.0010374
internal_weight=405.147 285.349 119.799 92.8501 39.201 53.6491 51.3628 45.1859 12.5136 25.7227 17.9085 7.8142 14.6939 11.808 9.63774 7.72339 13.4783 99.871 98.2056 9.15637 5.00694 4.14943 89.0492 74.6959 64.5039 60.0323 48.8059 44.7405 33.0552 19.9278
internal_count=4034 1931 2103 1023 520 503 276 255 131 466 215 251 194 147 114 110 54 1624 975 173 86 87 802 489 459 425 369 319 266 479
is_linear=0
shrinkage=0.00270225


Tree=352
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 0 0 1 0 2 2 2 0 1 0 0 0 0 1 0 0 2 0 0 0 0 0 0 1
split_gain=3.1254 3.7516 3.4497 2.34625 3.15917 3.03105 2.35076 2.56193 2.34505 2.45507 4.69668 2.22292 3.80924 1.97034 2.26224 2.00599 1.76165 3.44351 2.24669 1.68349 3.8811 2.93126 2.87295 2.49392 5.87759 3.19053 2.47546 2.29131 2.92269 3.72844
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 41.942745071500006 42.434124620650003 0.42018203045000008 0.4778150355000001 0.47769527860000011 0.32388251845000005 0.47396784530000008 39.110279783550006 47.927946529500012 42.719328117250008 0.54499865270000014 0.4349121284000001 0.59897907245000015 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.35862698720000002 0.49787431515000008 0.49336846205000007 36.620308449100001 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.49053920540000012 0.51505942935000004 0.50706565670000014 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 3 -2 5 -5 -1 7 11 -7 10 -10 12 -6 -4 -15 -16 17 18 -14 21 -21 26 -22 24 27 -25 -3 28 -24 -30
right_child=2 19 13 4 6 8 -8 -9 9 -11 -12 -13 16 14 15 -17 -18 -19 -20 20 22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0027628771001236823 -0.001093925495140936 0.00075572276883525687 0.00054869747624238852 -0.0032250641555607615 0.00093361160959155301 0.0019529685641284202 -0.0031522929092658949 0.002742380809172407 0.0001928216580627385 0.00059881297585667216 -0.0035551976318596227 0.00048918810843042468 0.0011175712215154288 -0.00091613371234860888 0.00026848205543828082 -0.002701322895188543 -0.0030630785628559818 0.0020537483565375757 -0.0029194868909426198 -0.0020846099435296679 0.0013912589747079854 0.0019901922774188613 0.000583702661430691 0.0020292931306025784 -0.0026088089089852831 -0.00019287497587023146 -0.0010495019536177915 0.0022045241533509528 -0.0027785395922811291 0.00072725552416153091
leaf_weight=2.210324020124971 21.339568941155449 96.507916323840618 40.293900808319449 2.9464205219410351 5.2613901444710853 6.3658360391855231 2.0026594027876845 2.0262049734592429 9.0039193395059538 33.103756044059992 3.2519391030073157 12.75925078243017 1.2608202993869762 21.351226118393242 40.833215355523862 1.6926038187229995 4.7336753970012069 1.9746214281767605 4.5035297684371471 4.5956941004842511 17.52396397292614 13.256234757602213 17.790004067122943 9.4998697750270384 6.2814169470220795 8.9822974633425456 5.7514345198869696 3.6954493820667258 5.1193693783134204 3.7596149928867817
leaf_count=227 479 424 171 65 40 21 29 5 77 124 54 54 11 249 559 645 106 15 195 33 65 73 83 29 41 49 29 12 51 19
internal_value=0.00023655 0.000391719 -0.000114768 -5.43181e-05 -0.00056816 0.000302642 -0.000341397 -0.000168293 0.000433638 0.000220412 -0.000801668 -0.0003617 -0.000973895 8.58138e-05 -0.000206175 0.000150278 -0.00177855 -0.00099284 -0.00203647 0.000603221 0.000297734 0.000807506 0.000448433 0.000148729 -0.000255047 0.000949324 0.00065419 0.00023187 -4.1475e-05 -0.00129409
internal_weight=409.678 284.168 125.511 91.4043 37.4686 53.9358 34.5222 32.5195 51.7255 45.3596 12.2559 30.4933 17.734 104.171 63.877 42.5258 12.4726 7.73897 5.76435 192.763 77.2477 115.516 72.652 55.128 36.6459 18.4822 102.259 30.3644 26.669 8.87898
internal_count=4034 1931 2103 1023 520 503 455 426 276 255 131 421 367 1624 1453 1204 327 221 206 908 382 526 349 284 206 78 453 165 153 70
is_linear=0
shrinkage=0.00267314


Tree=353
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 2 0 0 1 2 2 2 0 0 0 1 0 1 1 2 2 1 2 2 2 2 0 2 1
split_gain=0.524009 1.60211 1.522 2.74187 2.15359 2.50391 1.92154 1.88115 1.57274 1.37479 1.04486 2.43394 1.58156 1.22257 3.6248 1.02337 1.37403 1.02309 1.59115 3.07992 2.07676 1.61156 2.08517 1.709 3.7648 1.37771 1.2153 1.21495 2.3457 1.43361
threshold=0.39091643965000006 0.53544804050000006 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 43.631818398850008 0.53043322055000008 0.53158588065000012 0.39408999735000005 40.563919884450009 40.316494640950005 40.94178426300001 0.47997065955000012 0.4778150355000001 0.47736594710000008 0.32388251845000005 0.5398790455000001 0.41804137600000008 0.40667944075000007 37.784765830350004 40.80591513400001 0.42114008565000011 40.890797847750008 41.066313126200008 38.969453495950006 47.709122305950011 0.54136103710000005 40.664404858950007 0.4349121284000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 5 7 -6 9 -8 -5 11 -1 13 14 15 16 -12 -3 19 20 -19 27 -23 -24 -25 -21 -22 -20 29 -29
right_child=1 17 3 4 6 -7 8 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 18 21 25 26 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0021874284665709181 -0.03414836169513074 0.0069454328430331759 0.046577351231288956 -0.031905409564016461 -0.030667556640013135 0.024665690385859983 -0.028154004805817576 0.018341378071469221 0.02206274284269491 0.0039159210893304937 0.030729008779516627 0.016319933816633814 0.00070986008455155855 -0.0039913573987930846 -0.061726712053465249 0.034710473331600336 -0.033231317207189123 0.01815924687874616 0.017481911587623668 -0.0092095781070681004 -0.029630512343197375 0.023578833120352277 0.01871443754400641 -0.051850984984835438 0.0020015907526858391 -0.043178708243575774 0.001870102854714367 -0.011258669200702067 -0.048789283185216428 0.0016329712486057449
leaf_weight=88.995493102527689 1.6502171754837061 16.165799200534821 0.7277909517288198 2.4719399041496199 4.4554828810505569 2.4179867506027222 0.8002556701540019 1.3539064452052114 1.2091720304451881 1.2433413304388525 0.37786361412145042 10.521740933880208 130.96543581900187 5.5822132527828217 1.2620889171957967 0.4828609526157378 0.82674973690882325 2.9521027058362943 1.9722748696804071 1.4848924640100452 1.7818990685045721 4.2047373116947737 4.2441290346905616 1.0512057476444194 21.561110702750739 2.4313627080991864 2.0150262142997235 11.23454290721566 0.91704755974933405 16.358468183636433
leaf_count=620 29 71 1 93 140 7 183 6 12 8 4 54 1151 26 9 1 66 10 6 23 18 19 28 24 668 37 41 128 16 535
internal_value=0.000788364 -0.000850862 -0.0088469 -0.00600268 -0.00874544 0.00139898 -0.0204939 -0.00969917 0.0020639 -0.0199176 0.00150646 0.00368163 -4.53081e-05 -0.0116374 -0.0261079 0.000531993 -0.0131682 0.000626668 -0.00078795 -0.0106964 0.000678273 0.000929159 0.00538356 0.00253485 -0.000501918 -0.0302989 -0.0129132 -0.00360983 -0.00506892 -0.00361588
internal_weight=343.719 104.705 16.3301 14.6799 13.9521 7.48717 6.46491 5.06919 2.00943 3.71528 239.014 99.5172 139.497 8.53178 2.94956 1.68747 1.20461 88.3746 72.2088 10.6653 6.74903 61.5435 31.0612 26.8564 22.6123 3.91626 3.79693 30.4823 28.5101 27.593
internal_count=4034 2103 479 450 449 114 335 107 195 101 1931 674 1257 106 80 71 70 1624 1553 129 69 1424 739 720 692 60 59 685 679 663
is_linear=0
shrinkage=0.0277871


Tree=354
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 2 1 1 1 2 1 0 0 0 0 2 2 0 2 0 0 0 1 1 1 1 0 2 1 0
split_gain=1.82549 3.3284 2.25152 3.2977 3.12024 3.06793 2.27946 2.55615 2.54898 2.0152 1.92167 1.856 2.75031 2.25363 2.80213 1.97433 3.08525 2.58585 2.42952 1.80153 1.74097 2.41681 1.72787 1.62927 2.73709 1.49058 1.68193 2.64893 1.4486 1.41754
threshold=42.779078631750004 0.42018203045000008 0.35471991855000007 0.34584293880000011 0.48447651265000008 41.919251152600005 0.34551360740000009 0.34515433670000012 0.34503457980000002 42.67709657435001 0.34608245260000009 0.55769288345000012 0.54228915300000013 0.51675099550000014 0.50339810185000011 43.018222997350009 43.047778594550003 0.4815274992000001 43.157831852650006 0.48028502140000007 0.54386096225000014 0.55609113500000007 0.38733870245000007 0.35862698720000002 0.36359689830000008 0.32388251845000005 0.47396784530000008 35.171584490050009 0.34467530910000005 0.47865333370000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 19 6 7 8 25 10 -5 12 13 14 15 17 -17 -2 -18 -4 -14 -22 -15 -6 -25 -3 27 -27 -28 -9
right_child=11 2 4 9 23 -7 -8 29 -10 -11 -12 -13 20 22 -16 16 18 -19 -20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.0034999159426958339 -0.00030618323443029263 0.0022711981595147403 -0.0010947799827275707 -0.00048423132578718234 0.0023959097984060998 -0.00090018986098644004 -0.00069296157117807323 0.00077860776176324207 -0.0019321550099815315 0.0033304183064460928 0.0016633811768407185 -0.0024337871680728757 0.0037911965404385465 -0.0054975255405584605 0.0018641907608954525 0.0035966762408513172 -0.0033306341604472122 -0.0047906767632392121 -7.5756378011795935e-05 -0.0064959615336020095 -0.0023926155879739459 0.0035735165088412561 -0.0012492388088407424 -0.0027666733999530918 0.00020988826503472033 0.0018754510548227431 0.0017672411542594274 -0.001805906288288627 0.00021452899213740792 0.0023913946560623657
leaf_weight=2.5066367110703132 3.5657295677810898 5.8113450407981864 1.6845236816443496 5.9240003488957909 3.72545401751995 16.953020449727774 12.046482950448988 10.309543386101724 4.6680803522467604 6.2659935802221289 23.199490798637271 4.0562894998583934 3.1656360141932955 1.2428615875542153 7.5871029444970182 2.4374049492180339 2.7929359208792439 2.4617699161171913 37.094738256768323 1.1960489086341111 1.7375462078489365 1.3796407654881475 8.5016773559618724 3.576613873243331 161.20693646243308 3.1616081073880178 11.855631545186045 7.3844881951808929 15.975526064634321 15.382225960493086
leaf_count=255 42 21 54 28 20 133 53 37 22 55 134 435 9 18 60 13 59 24 384 12 41 5 230 23 1623 21 45 59 62 57
internal_value=0.000248898 0.00036257 0.000393769 0.000712153 0.000135669 0.000409041 0.000665354 0.000884848 0.000432939 0.00159905 0.00122654 -0.000218859 -9.40182e-05 -0.000297494 -3.73144e-05 -0.000335684 -7.90513e-05 -0.00213775 -0.000303663 -0.00333742 0.00203323 0.000247944 -0.00179108 0.00019504 0.000145282 0.000682788 0.00044226 -0.000702274 0.00087596 0.00174422
internal_weight=388.857 312.834 310.327 138.937 171.39 103.548 86.5949 74.5484 48.8567 35.3895 29.1235 76.0233 71.967 65.6842 55.9397 48.3526 42.3251 6.0275 39.8877 2.88057 6.28282 3.11719 9.74454 168.509 164.784 44.1886 38.3773 10.5461 27.8312 25.6918
internal_count=4034 2714 2459 727 1732 510 377 324 230 217 162 1320 885 830 582 522 456 66 443 66 55 46 248 1666 1646 208 187 80 107 94
is_linear=0
shrinkage=0.00336544


Tree=355
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 2 2 1 1 2 2 0 2 2 0 0 2 1 1 0 0 0 2 1 2 2 2 1 2
split_gain=4.50587 6.29619 4.15484 2.97963 2.72556 2.53243 3.95029 2.09464 2.16684 5.34634 3.05725 2.01188 2.00411 1.93387 2.10868 2.08844 2.93619 2.89438 1.90273 3.13874 3.0061 1.71461 3.22787 2.19572 3.22022 1.64691 2.19182 1.55712 2.33971 1.47216
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.57944372925000021 0.34512439750000007 39.952536079750011 41.32819714970001 43.89540535710001 0.40509266190000009 0.41615520495000008 38.244973486750006 41.571132012400007 0.47396784530000008 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 0.39587138110000003 0.39476362980000007 0.53043322055000008 0.54646567465000018 0.56643513670000012 40.844669808050007 0.44805544745000009 42.402981339000007 42.536568606950006 40.984321400500008 0.44805544745000009 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 4 18 7 5 12 -7 8 -4 -10 -11 -8 -1 -6 -15 16 17 -16 19 20 -2 -12 23 24 -23 -5 -27 -24 -29 -3
right_child=2 29 3 25 13 6 11 -9 9 10 21 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 27 -25 -26 26 -28 28 -30 -31
leaf_value=0.00027595544147804513 -0.0018934591627296042 0.00061235556874308624 0.0010089404795125074 -0.0023100311509941748 -0.0029572264131112109 -0.0025919130790433855 0.002118811042480951 -0.0011915932122416411 -0.0022493078859906392 -0.00093519120151446856 0.00088894088956041541 -0.00021373991478052253 0.0019168456641129653 0.0010470419253395991 -0.0025508585269378176 -0.0038227535127016571 0.0012525733569273112 0.0002659807047097809 -0.0015493123085041317 0.0015649471492589517 0.0014843201615202749 -0.0027808693002984832 0.0013864611253391575 0.00018048303468556686 -0.00019738413551517733 0.0015861736048444085 -0.0022801181744634583 -0.0011363738784258305 0.0013542589793064932 -0.00038199884864662523
leaf_weight=14.415698346914725 5.4278102936223167 222.22728225030005 15.921186715364454 3.8147463538916773 2.1380755854770568 3.4055527169257394 1.9702663151547337 5.2200425632763645 4.5041384100913993 9.4948173076845688 24.271915525197983 26.907439431641251 4.9691743701696387 2.8052444038912645 4.7353566684760118 1.2529756091535098 2.6356939673423767 2.9326011128723621 12.349736128002403 3.2372470796108246 1.7234244123101232 3.8456061854958552 10.977156806737186 14.356821544468401 6.3516670987010002 1.6735775377601387 1.2883702481631187 3.8687358107417813 3.6291913297027349 7.6464084759354582
leaf_count=194 107 989 52 555 48 53 9 160 43 141 81 300 17 60 113 12 13 56 355 10 7 46 52 76 40 10 314 38 16 67
internal_value=0.000251155 0.000402923 -9.16341e-05 8.87676e-05 -0.000191782 5.99937e-05 -0.000322256 0.000183425 0.000257253 0.000110048 0.000248426 -5.45948e-05 0.000696586 -0.000980197 -0.000685873 -0.00110652 -0.000776211 -0.00147356 -0.000958153 -0.000255389 -0.00107943 0.00041541 0.000148301 -0.000381064 -0.00117167 -0.00134213 -9.55628e-05 0.000851847 6.91571e-05 0.00057928
internal_weight=429.998 298.042 131.956 109.218 68.1681 51.6681 32.2833 102.441 97.2212 81.3001 76.7959 28.8777 19.3849 16.4999 14.3619 11.5566 10.3037 7.66796 22.7382 10.3885 7.15123 67.3011 43.0292 24.5541 10.1973 6.77669 2.96195 18.4751 7.49793 229.874
internal_count=4034 1931 2103 1624 875 573 362 745 585 533 490 309 211 302 254 194 182 169 479 124 114 349 268 162 86 879 324 106 54 1056
is_linear=0
shrinkage=0.00222816


Tree=356
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 0 2 1 2 2 0 2 2 1 1 1 2 0 2 0 2 2 0 0 2 1 2 2 2
split_gain=3.01678 4.53736 3.35925 2.76328 2.16867 2.61925 2.6589 2.23065 2.03991 2.66666 2.07924 3.38413 2.71034 1.98737 1.81725 1.81111 5.11584 2.93764 1.78012 3.38926 1.68518 2.311 2.63488 2.504 2.45792 1.8815 1.59136 1.47765 1.35903 1.35506
threshold=0.39193437325000008 0.47736594710000008 43.89540535710001 0.53544804050000006 0.3975479776000001 41.385032804600009 0.52676566570000005 43.631818398850008 0.34551360740000009 42.686561923500008 41.898943182100005 0.42018203045000008 42.488347682450005 39.256147742250008 0.32388251845000005 0.40509266190000009 0.41615520495000008 38.244973486750006 0.47396784530000008 38.400997490450003 0.54136103710000005 40.80591513400001 40.890797847750008 0.55677973715000018 0.54300769440000007 40.636252116050009 0.4317685099500001 41.827117825850003 39.685256516350002 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 13 -7 -6 10 -10 11 -1 -12 -2 -13 -5 28 -18 19 -16 -19 24 -23 27 -22 -26 -25 -24 -17 -4
right_child=2 -3 29 15 7 6 -8 -9 9 -11 12 14 -14 -15 18 16 17 20 -20 -21 21 22 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0027274520428509394 -0.00058149022404948203 0.00058944910137565638 -0.0029404356286311822 0.0010173314491985935 -0.0030051857580342305 0.001268732064800061 -0.0034286799087548561 0.0011290834691332016 -0.003300305437371706 -0.00031858119345857817 -0.0031658908150098458 0.0019504077400030332 -0.00028922354374106353 0.0022925530978945901 0.00067258951093717703 -0.00098640546794110827 -0.0011769877507740523 0.001454203797871329 0.0010218901795147153 -0.0023856865295907546 -0.0034545730411461202 0.0022433026715186909 0.00012099997405086854 -0.0036847581841634213 5.8563215194196902e-05 -0.0025977590900308784 -0.00016552096909066481 0.001846929437019106 -0.0039708879603438463 -0.00059502302850379142
leaf_weight=2.1911578263388973 3.6462224656716007 222.30813397467136 3.7626325506716958 15.512923091650007 4.9036561918910584 1.2169085033237936 2.7074071895331144 1.1162676773965357 3.1957659218460304 6.0382628943771124 2.5426661954261389 6.138294622302058 22.255721912253648 3.1027868166565895 6.9297425877302903 1.8097043009474862 9.6598006589920242 8.8220251649618131 12.350514966994522 3.9717582054436207 1.71266005933285 5.9769939342513672 5.8547812029719379 0.94928033836186188 20.963881139876325 2.038474664092063 15.722825028700752 8.4358971714973432 2.5765543356537819 3.1556648020632565
leaf_count=223 39 1071 350 52 121 18 51 24 69 113 60 21 278 23 38 18 392 26 46 42 10 29 26 13 268 25 289 28 27 244
internal_value=0.000261337 0.000409431 -8.35098e-05 2.24083e-05 -0.000971763 -0.000257262 -0.00197204 -0.00223857 -0.000200492 -0.00135051 -1.21393e-05 0.000437037 -0.000584178 0.000739821 0.000672962 0.000188308 3.61535e-05 0.00018808 0.000335729 -0.000441636 0.000375181 0.000220787 0.000638791 0.00032906 -0.000403976 -0.000176841 -0.0003659 0.00113983 -0.00273954 -0.00187062
internal_weight=411.569 287.922 123.647 116.729 16.6932 10.6733 3.92432 6.01992 65.6139 9.23403 56.3799 31.5815 24.7984 6.74901 29.3903 100.036 84.5229 80.1366 23.252 10.9015 70.4768 61.6548 36.9398 30.9628 24.715 23.0024 16.6721 14.2907 4.38626 6.9183
internal_count=4034 1961 2073 1479 276 131 69 145 890 182 708 370 338 62 147 1203 1151 1106 126 80 714 688 385 356 303 293 302 54 45 594
is_linear=0
shrinkage=0.00263956


Tree=357
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 1 2 0 0 1 2 1 0 2 1 2 2 1 2 1 2 0 1 0 2 1 2 2 2
split_gain=2.12103 2.79014 2.19803 3.65438 1.99438 1.86129 2.41584 6.0319 2.17837 3.29777 1.93151 4.2431 1.85652 1.64516 1.77242 5.38077 3.54876 2.64134 1.66405 3.01964 1.87007 2.30886 3.94049 3.61251 2.29041 1.82824 1.62699 1.62673 1.58682 1.7963
threshold=0.5231430197000001 0.47721625100000004 38.244973486750006 0.52366695610000014 37.828051409500013 0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 0.50706565670000014 0.37668033890000002 38.903925214650009 0.37078231190000005 0.50278434775000014 38.625745710700009 0.35651627195000007 37.038444968100009 42.779078631750004 0.34575312120000007 42.779078631750004 0.34545372890000009 41.50623664750001 0.48028502140000007 0.34524415440000006 0.47916230050000003 43.384297312450009 0.34512439750000007 42.599563320500003 40.413896136950008 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 -2 -5 6 8 -8 9 13 12 -12 -11 14 16 18 -3 -17 20 -20 21 22 -16 -23 -22 -21 -1 -4 -28 -30
right_child=2 5 27 4 -6 -7 7 -9 -10 10 11 -13 -14 -15 15 17 -18 -19 19 25 24 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00010003158795041583 -0.010207368141000307 0.00041530595626386983 0.00035134469394952492 -0.00059229057853988937 -0.0047739501807451739 0.002788235913970369 0.001791280726678281 -0.0062141030279550744 0.0029985535781118849 0.00013420634680852739 -0.0030361230624064567 0.0021778042961505379 -0.0038878908716421701 0.0022058805586564201 0.00024549994698757726 -0.004380548387783522 0.0037547745093264992 0.00055505569334461213 0.0018135323263421116 -0.0025409667871354796 0.0016582341581487523 -0.0015514828616938255 0.0028256249464318922 0.0015136784156670785 -0.0014408457525108139 0.0010640029635979938 -0.0048440982456040248 -0.000888628934432735 0.0019802402302102912 -0.0017106715637334323
leaf_weight=45.646239476976916 0.66563032567501323 11.770007736980917 84.624848642153665 20.487539155699782 1.8902644839836273 6.3291992377489796 3.1458691246807566 2.6155562623171136 6.1462496705353251 2.7132393196225193 3.8618355169892293 6.1237771697342396 4.8611858990043402 11.919727705419062 21.174986489117146 4.8406489603221408 8.1870331019163114 2.4923307970166206 36.649419333785772 4.3172912858426553 4.8276230134069946 13.415381668135526 15.597403317689894 10.324260186403988 14.448010072112082 4.2221206352114677 1.7969851893722069 19.81219020113349 2.5500341374427071 9.2886790484189969
leaf_count=573 5 52 825 438 58 29 17 81 21 13 22 29 52 64 79 40 32 19 199 29 19 77 57 50 74 22 53 749 62 194
internal_value=0.000287244 0.000489524 -0.000124146 -0.00121305 -0.000945517 0.000709537 0.000641599 -0.00184298 0.000717784 0.000640654 -0.000963793 0.00016137 -0.00244713 0.000812252 0.000703156 0.000539935 0.00178527 -0.00270304 0.000730216 0.00132748 0.000391949 0.000728529 0.00133989 -0.000218458 -0.000664675 -0.00075857 -0.000252672 0.000116116 -0.00143337 -0.000915657
internal_weight=386.746 259.265 127.48 23.0434 22.3778 199.983 193.654 5.76143 187.893 181.746 17.56 9.98561 7.57443 164.186 152.267 132.309 19.957 7.33298 124.976 45.1888 79.7877 60.512 36.7724 23.7396 19.2756 8.53941 59.2819 104.437 13.6357 11.8387
internal_count=4034 1959 2075 501 496 1077 1048 98 950 929 116 51 65 813 749 665 84 59 606 250 356 263 136 127 93 51 882 1574 309 256
is_linear=0
shrinkage=0.00389531


Tree=358
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 2 2 0 2 0 0 2 2 2 0 1 2 1 0 0 1 1 2 0 1 2 1 1 2
split_gain=2.36731 3.63473 2.15654 2.7818 2.51255 2.71416 2.62908 2.14369 1.94294 1.79431 2.0411 1.95209 1.6201 2.31776 1.79959 1.61724 2.80636 6.08959 3.97325 4.83833 3.15698 2.98452 2.29909 8.18563 2.61803 1.66719 1.80972 3.68593 2.08292 2.63006
threshold=0.52366695610000014 0.47883296910000012 41.872294782850005 0.42018203045000008 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 0.52770875125000016 44.262924377150007 0.50889194935000015 0.50410167360000013 39.952536079750011 36.010074051050005 42.719328117250008 0.5223196910500002 0.37078231190000005 37.784765830350004 0.3782970569500001 0.51675099550000014 0.5054040298000001 0.36945001650000003 0.35862698720000002 38.625745710700009 0.49336846205000007 0.34988473400000003 41.257403903850005 0.34575312120000007 0.34545372890000009 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -5 12 15 11 -11 13 -2 -14 16 21 -18 20 -20 -19 22 24 -24 25 26 -3 28 29 -28
right_child=8 9 4 7 -6 -7 -8 -9 -10 10 -12 -13 14 -15 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0035485128629467928 0.00032215834541090351 0.0015793747175127069 -0.0014608743480866979 0.00034163044541724469 -0.0040387277554099531 0.0035093238834444569 0.00053502177570731631 0.003103234700084655 4.3366817624495917e-05 -0.002843067741248052 -0.0048352505249304551 0.0023522103116607176 0.00066309301626691773 -0.0051490305108453285 -0.0040530167135799915 0.0021267287400496596 0.0017886195747820355 1.9323422702643668e-05 0.0023172965908953907 -0.0019389066596663162 -0.0048939211540991968 0.0031926711836871456 0.0011048360582231055 -0.0039263670212396516 0.0025720450547298199 -0.0010446520329157668 -0.00052519920024187534 0.0015451931170465979 -0.0016554274101960613 0.0019205482092248087
leaf_weight=2.0550878018839276 1.4143044594675283 34.872427470982075 20.474018956068903 46.257008216576651 2.5029690321534863 1.9252075254917134 12.679476931691168 3.5940261967480174 112.87356422789162 1.5096803787164383 1.3813735321164129 1.9880901668220756 4.3819505088031292 2.6213190741837025 1.2292479891330002 10.678628433495758 11.882258813828228 2.2533755898475674 5.3953236450906825 7.6787505368702114 4.9822078794240952 6.7574449032545081 14.318083211779596 5.2410714142024508 11.789668075740336 5.1970507428050032 14.839713104069238 25.965485036373138 8.5803653411567193 8.0444971546530706
leaf_count=223 10 134 436 259 40 5 54 13 1828 34 38 11 57 51 115 36 44 11 39 44 49 30 52 36 70 26 69 136 53 31
internal_value=0.000314305 0.000492913 -7.61601e-05 0.000378826 -0.000704567 -0.000466665 -0.000697549 0.000540729 -8.34406e-05 0.000770652 -0.00129019 0.000109865 -0.00156716 -0.00323163 -0.000370067 0.000826991 0.000744275 -0.000169979 -0.00131587 -0.000182484 -0.00336379 0.000961314 0.00084429 -0.000243325 0.00103894 0.000853554 0.000960431 0.000584599 -0.000208111 0.000334556
internal_weight=395.364 272.843 89.4878 51.9061 37.5817 35.0787 33.1535 49.851 122.52 183.355 4.87914 3.49777 9.64682 4.03562 5.6112 178.476 167.798 32.1919 20.3097 13.0741 7.23558 135.606 128.848 19.5592 109.289 97.4995 92.3025 57.4301 31.4646 22.8842
internal_count=4034 1973 1030 495 535 495 490 272 2061 943 83 45 233 61 172 860 824 187 143 83 60 637 607 88 519 449 423 289 153 100
is_linear=0
shrinkage=0.00344448


Tree=359
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 2 0 2 2 0 2 2 2 1 2 1 1 0 1 2 2 2 0 0 1 0 0 1 2
split_gain=0.900069 1.16223 0.855199 0.624984 1.24167 3.86041 3.28729 2.86655 1.14044 2.50739 1.51306 4.03351 1.51198 3.88686 0.938594 0.907077 1.48098 0.935722 2.34793 1.63553 1.4329 1.27827 2.76014 1.99688 1.33256 1.31881 1.1114 1.45871 1.13124 1.0902
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 42.141702038450013 0.48244064550000004 0.48351845755000006 42.686561923500008 0.47754558250000007 43.047778594550003 43.426640904350009 0.47943175355000006 42.719328117250008 43.631818398850008 44.169240047700008 0.34440585610000002 42.006870117350005 0.34988473400000003 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 36.728658719300007 34.654301448200009 0.54386096225000014 0.5681267027500001 0.46280051495000007 0.52404119640000013 0.52770875125000016 0.39019789825000006 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=3 -2 -3 15 6 -6 7 14 10 -10 11 -8 -11 -14 -5 17 -17 19 20 26 -19 22 23 -20 -25 -23 28 29 -1 -28
right_child=1 2 -4 4 5 -7 8 -9 9 12 -12 -13 13 -15 -16 16 -18 18 21 -21 -22 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0023762686904756007 -0.034737360501587509 0.040117353927639071 -0.032476330382368884 0.015702455380492742 0.028182854042279794 -0.00046177086991029242 0.031394322931792361 -0.046916673216216405 -0.033308552845105401 0.021430824749399193 0.019687667288051672 -0.039789610896863933 -0.044488068459521253 0.00075529203547363918 -0.017154634894407217 -0.0026594627105769549 0.023332937038069296 0.0022056431072145794 0.041837666205334315 0.022698308199355907 -0.035266480707100693 0.00028934508815092616 -0.043273369029405727 -0.040416823445302535 0.01147580373581545 0.01997619700966962 -0.050532780969265223 0.0013949788975776334 0.014214223020133705 -0.007207858327758743
leaf_weight=150.66318732520449 1.5626215871307061 0.47635638713836659 0.26160952018108219 1.3293043016456056 5.4110858589410773 51.416227960668039 1.5012309253215774 3.3001042623072863 2.7667456273920861 2.7920829467475441 5.429301418364048 1.847951636649668 2.1956673315726247 19.74309069570154 2.8322298629209399 4.0356998806819302 5.2464882750064135 1.5712200710549939 1.0032871663570397 4.2828072588890782 3.275788095430471 52.199184966040775 2.1332292114384472 0.99833080638200078 1.0634878404671324 3.7985456958413115 1.2983667836524539 3.9547783546149731 8.8959911968559009 1.1307336650788782
leaf_count=1059 479 1 277 28 58 761 4 45 87 30 22 52 57 201 33 25 29 20 2 15 105 397 51 24 41 19 22 28 39 23
internal_value=0.00112942 -0.0189809 0.0143828 0.00126309 -0.000878863 0.00226576 -0.0049646 -0.0244641 -0.000953734 -0.00418542 0.00916914 -0.00788227 -0.000927286 -0.00377274 -0.00665921 0.00214033 0.012032 0.00175172 -0.00150747 0.0030162 -0.0231194 0.000204299 -0.0150975 0.00451215 -0.0136506 0.00162478 0.00250822 -0.01069 0.00303628 -0.0303653
internal_weight=348.417 2.30059 0.737966 346.116 100.565 56.8273 43.7377 7.46164 36.2761 27.4976 8.77848 3.34918 24.7308 21.9388 4.16153 245.551 9.28219 236.269 66.0431 170.226 4.84701 61.1961 5.19834 3.06511 2.06182 55.9977 165.943 6.38388 159.559 2.4291
internal_count=4034 757 278 3277 1378 819 559 106 453 375 78 56 288 258 61 1899 54 1845 659 1186 125 534 118 67 65 416 1171 73 1098 45
is_linear=0
shrinkage=0.0322582


Tree=360
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 2 2 0 1 1 1 2 1 1 2 0 0 2 2 1 2 0 1 2 0 1 2 2 2
split_gain=2.74631 4.41701 2.294 4.01163 2.18303 2.36961 6.83163 2.15794 2.03184 3.07345 2.71703 2.38255 2.28179 3.35649 2.88256 2.93613 3.50292 3.24248 2.50332 1.99923 1.90519 1.87067 1.69309 2.41741 2.59299 1.8353 3.60201 1.83446 2.79318 2.07612
threshold=0.5231430197000001 0.47736594710000008 38.244973486750006 0.52366695610000014 0.5223196910500002 0.38906020780000011 39.051326806600009 42.67709657435001 0.52005927965000021 0.37078231190000005 0.36945001650000003 0.36533337325000009 38.625745710700009 0.35651627195000007 0.34575312120000007 41.218101594450012 0.47943175355000006 0.4778150355000001 42.310579034350006 37.828051409500013 0.38976377950000002 42.865207177650007 0.53544804050000006 0.39591628995000006 41.385032804600009 0.5398790455000001 0.41714319930000004 41.827117825850003 41.218101594450012 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 20 9 10 11 12 -3 14 15 16 -14 -17 -15 -5 -4 -9 23 24 -22 -24 -27 28 29 -28
right_child=2 4 7 19 -6 6 -8 21 -10 -11 -12 -13 13 18 -16 17 -18 -19 -20 -21 22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00021490522206236051 -0.0070190842199195974 0.0015516267289936996 0.0023312490057003088 -0.00039310607744839487 0.0019798428172549368 0.0014043419491116518 -0.004051440537981621 -0.0040115913566822021 0.0019589155694650366 -0.00039937477601616054 0.0023016176662839886 -0.00082611990878637064 -0.00029060309301257389 -0.0026864196287542342 0.0010962873270656927 0.0014945980811567365 0.0014073404128347475 -0.00041740337331251144 0.00046678834842244074 -0.0030859110794552811 0.00099723647205900439 -0.00049957933927660735 0.001199444037508036 -0.0028071403190973046 -0.0019877134053647538 -0.0027097161112125488 -0.00014128244679927288 0.0010811187163978387 -0.0018474279850799363 0.0011461899889177232
leaf_weight=64.620558703318238 0.66073566675186413 15.67407190799713 2.7789545357227317 20.606776333763268 6.7544842213392249 3.3028924595564595 2.7476843360345811 1.0461437343619788 6.4780062586069098 21.819918751716614 6.057477079331874 7.7408790104091159 11.764615103602408 3.6160688847303382 49.755298119038343 6.8457370065152636 24.426758468151093 37.813579188659787 3.0191348046064377 1.9744431267026801 5.3752586450427753 18.855772288399749 12.822358615696428 2.7942947316914788 2.9432466989383101 2.7757456768304101 27.7690846149344 13.89820965239778 4.6969465634319922 11.606310754083095
leaf_count=897 5 62 7 438 29 17 81 20 21 132 29 40 45 26 262 22 84 197 15 58 36 709 40 74 51 26 310 134 91 76
internal_value=0.000222718 0.000368826 -8.20584e-05 -0.000810232 0.000550337 0.000502315 -0.00107323 7.55776e-05 0.000551199 0.00050283 0.000620913 0.000557542 0.000627586 0.000522053 0.000612163 0.000314234 0.000855395 -0.000124317 -0.00125165 -0.000628558 0.000248465 -0.000684188 0.000180115 -0.000749937 -5.8896e-05 0.000320603 0.000135097 0.000271312 1.59393e-05 0.000238214
internal_weight=403.041 272.437 130.604 23.242 207.817 201.062 6.05058 107.362 195.012 188.534 166.714 160.656 152.915 137.241 130.606 80.8507 36.1914 44.6593 6.6352 22.5812 87.4604 19.9019 84.6815 11.1128 8.31851 73.5687 60.7463 57.9706 44.0723 39.3754
internal_count=4034 1959 2075 501 1062 1033 98 1574 935 914 782 753 713 651 610 348 129 219 41 496 845 729 838 161 87 677 637 611 477 386
is_linear=0
shrinkage=0.00255639


Tree=361
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 1 0 0 1 2 1 2 1 1 0 2 2 0 2 0 0 2 2 0 2 2 2 0 0 1
split_gain=0.624542 1.08561 0.686882 0.638572 1.10444 2.65503 1.65495 2.57144 1.67066 3.49802 1.35571 1.78088 2.48226 1.94786 1.90528 1.40261 1.31891 1.2009 1.21701 1.19439 2.31679 1.25953 2.31397 2.10348 2.8201 3.38135 1.52624 1.20188 1.5533 1.38095
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 0.47721625100000004 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 0.36533337325000009 38.625745710700009 0.35651627195000007 0.34829795515000012 0.49649711085000009 41.741384785950011 43.89540535710001 0.53158588065000012 47.709122305950011 0.49053920540000012 0.48637765340000011 39.577821550850011 40.137820134150012 0.48351845755000006 41.319407281650008 41.872294782850005 43.047778594550003 0.47754558250000007 0.47883296910000012 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 10 7 8 -6 -10 11 -5 13 19 -15 -14 -8 -18 -19 20 21 -13 -23 26 -25 -26 27 -24 -29 -30
right_child=1 2 -4 4 6 -7 16 -9 9 -11 -12 12 15 14 -16 -17 17 18 -20 -21 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=-0.001914971576509312 -0.030542463491362741 0.014619234113168313 -0.030471151074919569 0.014203631395396044 0.010377709677298428 0.025022427137250419 0.0013597764054589438 -0.035651369469872116 -0.04808966616061227 0.019863424810550936 -0.0099787782024990355 0.015685931512475493 -0.031190288754052706 -0.0023536254883761753 0.027568713097081129 -0.0017553195617885774 -0.03658970849691745 -0.032724033334555827 0.0015319363442707651 -0.011306553743845532 0.016908243892163183 -0.018173886221612801 0.021467735276736243 0.0083110832936211798 -0.046837603155723689 -0.0051956865301829467 -0.0085288289920014675 -0.0044348982280778687 0.019031648491955676 0.0047647925118577041
leaf_weight=52.75943902292056 1.5151333935500582 1.3133284253999589 0.39249157230369736 12.448722586035727 3.993018161505459 4.959643803536891 129.62051498424262 2.9061361723579466 1.6270854371832686 1.1611072681844232 7.0982108674943438 5.2373311519622794 2.9571060463786116 2.9188093617558462 5.47114397585392 2.8373491130769253 1.4152605680283148 1.1771434994880108 4.3765015341341496 5.5588890165090552 9.5960560180246812 5.506870135664939 3.9683948010206214 4.7826889008283597 2.8301561325788498 4.5453300625085831 7.7670908328145734 13.410153416916726 7.3486049994826308 34.835690844804049
leaf_count=882 555 10 314 62 17 30 1001 54 55 7 41 19 23 13 45 18 155 102 84 28 45 25 13 25 24 27 56 75 23 206
internal_value=0.000988738 -0.0121193 0.0042444 0.00111179 0.00166177 0.00352032 -0.000168839 -0.0121139 -0.00202678 -0.0197915 0.00275375 0.00343833 0.00231755 0.00328999 0.0171589 -0.016777 0.000678344 -0.0119962 -0.00572892 0.00218588 0.0029372 0.0014514 0.000574278 0.00187314 -0.00957582 -0.0211747 0.00394054 0.00556657 0.00443153 0.00725011
internal_weight=346.335 3.22095 1.70582 343.114 290.355 144.078 146.277 9.68735 6.78121 2.78819 139.119 132.02 119.572 113.777 8.38995 5.79446 136.589 6.96891 5.55365 105.387 99.8284 90.2323 84.995 79.4881 12.1582 7.37549 67.3299 59.5628 55.5944 42.1843
internal_count=4034 879 324 3155 2273 798 1475 133 79 62 768 727 665 624 58 41 1342 341 186 566 538 493 474 449 76 51 373 317 304 229
is_linear=0
shrinkage=0.0299074


Tree=362
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 0 2 2 2 1 1 0 0 2 0 0 0 0 0 1 1 0 0 2 2 0 2 1 1
split_gain=4.71667 5.41496 4.02922 4.7119 3.90609 3.41496 3.38952 2.3231 2.01339 2.13145 2.58725 2.00145 3.75669 2.59809 2.26758 2.63507 6.27641 3.06563 1.96741 3.5508 3.72137 3.12501 1.94178 4.54065 2.03605 4.18861 2.00287 2.0872 1.86306 3.14861
threshold=0.39091643965000006 0.47883296910000012 41.872294782850005 47.927946529500012 0.53544804050000006 0.42018203045000008 0.57944372925000021 41.741384785950011 43.89540535710001 38.244973486750006 0.40667944075000007 0.35862698720000002 0.49787431515000008 0.49336846205000007 36.620308449100001 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.51505942935000004 0.50889194935000015 0.37977904855000005 0.36945001650000003 0.4778150355000001 0.47769527860000011 42.719328117250008 42.67709657435001 0.47736594710000008 42.488347682450005 0.39587138110000003 0.39476362980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 22 28 -1 8 -7 9 10 -6 13 -13 -3 -14 16 18 -17 19 21 -21 -16 23 24 25 26 27 -4 29 -2
right_child=4 11 3 -5 6 7 -8 -9 -10 -11 -12 12 14 -15 15 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025528044826481247 -0.0012053434765227666 0.00073320926218933965 -0.0029739727071540099 0.00059422256050312649 0.00090929913181377975 0.00038782912708784737 -0.0015338036069643005 0.0023720491410131918 -0.0013274150878782316 0.00041994235856575995 -0.0012680319914402335 -0.0017468048741548245 0.0012667432796641734 0.0018645198471023614 -0.00046648233459929369 0.0019675752946887665 -0.0023010550198389783 -7.9293570934706123e-06 0.0019901957685252566 -0.0024715489076863871 0.0011262681042153945 0.0014922919596114489 -0.0029959546041552496 0.0025457846966591559 -0.0018150712419577727 0.0029890736614358168 0.00072163958050281177 0.0003610989910024939 -0.0017139183170809741 0.0017377659221109298
leaf_weight=2.2665852035861453 7.1022143997252005 106.99676291272044 3.8056632094085305 13.626722544431685 4.843225084245204 47.092130659613758 7.4990250280825412 3.8791338913142672 5.0950673371553412 81.860118051990867 10.503946952521799 4.8243501409888259 17.75109650939703 13.935874678194521 8.5973716452717834 9.8247746080160159 6.5910236090421668 9.2760455571114999 3.8589774183928958 5.3031938448548308 2.6034530848264694 11.651845343410967 3.119500905275344 2.0904826819896689 14.750873003620653 1.8372230827808378 2.4169599264860153 1.627103974111378 12.189123793039469 3.2038883715867996
leaf_count=223 114 453 76 54 17 252 879 13 160 415 153 33 65 73 41 29 41 49 12 54 9 49 40 5 327 4 9 20 355 10
internal_value=0.000261062 0.000433119 -4.67932e-05 -0.000605325 -0.000126143 0.000407211 6.5535e-05 0.000538837 0.000182771 0.000261926 -0.000580915 0.000663308 0.000361633 0.000863578 0.000496434 0.000259481 -0.000110959 0.0010082 0.000339925 0.000113742 -0.00128688 0.00066064 -0.00115666 -0.000940376 -0.00123859 -0.000360756 -0.00114478 -0.00197512 -0.00106174 -0.00029041
internal_weight=430.024 297.727 96.5124 43.2745 132.297 53.2378 109.801 50.9713 102.302 97.2073 15.3472 201.215 80.2821 120.933 75.4578 57.7067 38.6059 19.1008 32.0148 28.1559 7.90665 20.2492 29.6478 26.5283 24.4378 9.68695 7.84973 5.43277 22.4952 10.3061
internal_count=4034 1931 1023 535 2103 488 1624 265 745 585 170 908 382 526 349 284 206 78 165 153 63 90 481 441 436 109 105 96 479 124
is_linear=0
shrinkage=0.00246454


Tree=363
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 2 0 2 2 1 2 1 2 2 2 0 1 2 1 2 2 0 1 2 2 1 1 0 1
split_gain=0.628605 1.82078 1.58404 1.48129 3.40388 1.46371 1.07766 1.64616 1.39676 2.21108 1.99274 2.53917 1.60536 1.49166 0.984598 0.806549 0.738468 0.973743 2.21981 1.09071 1.11715 2.86803 1.22667 1.72066 1.84885 4.21948 0.939131 1.62595 0.777217 1.55744
threshold=0.54646567465000018 0.55538756325000016 0.4301667614500001 41.092444989200011 37.999598532650005 0.55769288345000012 39.110279783550006 0.56915960600000015 39.458743938000005 40.00488309970001 0.43837010870000009 41.535369675400013 0.4445375887000001 40.206947806850003 40.241071441700008 40.563919884450009 0.47721625100000004 0.34551360740000009 42.686561923500008 0.34548366815000003 39.952536079750011 40.750688432250008 0.46898296455000005 0.34219035360000005 39.458743938000005 37.311503175250003 0.33204095685000007 0.32058920395000007 0.4778150355000001 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=16 3 5 4 -2 -3 7 -4 -8 -10 11 -11 -12 -14 -15 -16 17 19 -19 20 22 -22 23 24 25 26 27 -1 29 -18
right_child=1 2 6 -5 -6 -7 8 -9 9 10 12 -13 13 14 15 -17 28 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013324177756087567 0.0059259896545316984 0.00055257349127465377 -0.00047950872545909933 -0.0011358400985421833 -0.038832253311285522 -0.031558948306103882 0.020357238740899355 -0.029976272422960599 -0.031872082791290134 0.029101186226585928 -0.024891024414873727 0.0012616967212070258 -0.032106749200556797 0.034062348300020702 -0.040750265823879021 0.0031897145946741656 0.00042475948067746732 -0.031732173583341516 0.00067195485524579974 0.022227418521470886 -0.035131632927213115 -0.0017833339842285921 0.014332549862135203 -0.022443877090841165 0.031783258688116163 -0.040962376690941715 0.018867674361413386 -0.034703495914636097 0.0015239587416000433 0.01824018515050424
leaf_weight=1.3181360154412671 1.8046357296407203 1.9009248688817018 6.7957113301381451 4.192492769099772 3.0193043313920498 1.8737757387571035 3.3078564261668388 1.5433836356969548 1.1836983934044862 3.9892591238021868 1.7451435306575138 4.7964483108371496 0.81831999064888705 0.67794043337926169 0.28520448424387623 10.55489377240883 7.7590003088116628 2.2198902104282743 3.8299602328334004 1.3951545869931568 1.8246940891258443 28.352416582172737 5.6208103448152533 1.9513027502107432 1.3732568621635435 1.3896845201961694 3.0265167048200965 0.72704935609363008 229.92319933051476 5.6281969845294952
leaf_count=48 26 20 61 51 44 67 29 341 54 16 31 33 25 7 23 604 34 76 107 6 79 396 24 46 3 33 21 43 1657 29
internal_value=0.000829418 -0.00189199 0.000495874 -0.0123457 -0.0220882 -0.0153877 0.00217541 -0.00593871 0.00464863 0.00248814 0.00426677 0.0139026 -0.00174518 0.00152911 0.00391883 0.00203365 0.00127471 -0.00148223 -0.0112182 -0.00022846 -0.000915752 -0.00379978 0.00473317 -0.000780481 0.00461502 -0.00115912 0.00974727 -0.00374933 0.00187558 0.00791466
internal_weight=344.828 48.489 39.4726 9.01643 4.82394 3.7747 35.6979 8.33909 27.3588 24.0509 22.8672 8.78571 14.0815 12.3364 11.518 10.8401 296.339 53.0289 6.04985 46.979 45.5839 30.1771 15.4068 9.78595 7.83464 6.46139 5.0717 2.04519 243.31 13.3872
internal_count=4034 1432 1311 121 70 87 1224 402 822 793 739 49 690 659 634 627 2602 882 183 699 693 475 218 194 148 145 112 91 1720 63
is_linear=0
shrinkage=0.025783


Tree=364
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 2 0 1 1 0 2 1 2 2 0 2 2 1 2 1 1 2 2 0 1 0 2 0
split_gain=3.6215 4.91324 3.72827 2.45034 1.85678 2.96996 2.74225 2.8555 2.25902 1.81007 3.20431 2.72831 4.25178 1.70232 2.18757 1.91419 3.38966 2.89933 1.79566 1.6916 1.53394 1.75224 3.02717 2.99211 3.19393 3.07223 1.52688 1.81973 3.35885 1.36059
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.4662734648500001 42.599563320500003 41.827117825850003 41.243661560350013 40.750688432250008 0.54228915300000013 0.43401395170000007 0.41911918805000009 0.54562737640000014 39.952536079750011 0.34551360740000009 42.686561923500008 41.898943182100005 0.42018203045000008 48.226196960950006 48.96897326980001 0.4019490434500001 36.491284729650012 0.39382054430000007 0.39587138110000003 37.038444968100009 43.631818398850008 0.53158588065000012 0.32388251845000005 0.47396784530000008 38.400997490450003 0.37331217625000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 19 4 5 6 7 8 -4 10 -10 -12 -13 15 -15 16 -1 29 -19 20 -2 -22 -23 -24 -25 -26 -18 28 -28 -17
right_child=2 -3 3 -5 -6 -7 -8 -9 9 -11 11 12 -14 14 -16 17 26 18 -20 -21 21 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0025749776292350733 -0.0030843079048021066 0.00058070901474579378 0.00075117784261791859 -0.0018107153761199371 -0.00062405510910406442 0.0012298300758057303 -0.0015376156030019821 0.0012980239949559789 0.00025433212398559237 8.1890843161374315e-05 -0.0044037808065200872 -0.0027845571231027754 0.0019319140222606888 -0.0030138293226228624 -0.00037812771107753075 0.0010771448399115283 0.0017180228533892174 0.001255752534266776 -0.00064970847120865362 -0.0027409993606937249 -0.0020223309835272671 0.0012905951197221277 0.0031674531335677274 -0.0028467770695628333 -0.0025664145705292397 0.0035615278823600701 0.00061931727839781086 0.00097217114760307806 -0.0022407071411405452 -0.0016342039538502812
leaf_weight=2.2539646809455034 1.6142672412097514 222.87702831625938 15.433377049863337 4.0544721593032582 15.550091983983291 17.533520454540849 5.9816273264586917 12.507300741970537 6.0847895606420916 19.685100416652858 2.3630898371338844 3.4989363569766283 1.8069960772991178 2.8365808920934779 6.3761162869632244 1.2798499353230024 6.0680861473083523 6.2952252849936468 6.0431956276297569 3.1321769333444527 3.8396791890263584 5.5841516144573671 0.89208813384175289 4.6560220133978873 0.90705870650708709 1.1653711795806883 7.0222498048096913 12.320182044059036 4.028775330632925 11.72096029948443
leaf_count=223 23 1041 54 757 269 72 43 49 46 231 19 76 8 69 113 13 21 19 33 159 88 26 4 98 79 2 38 46 42 273
internal_value=0.000249175 0.000403255 -0.000103568 9.23376e-05 0.000169155 0.000314446 7.61799e-05 0.000233449 -3.89947e-05 -0.00040369 -0.00109868 -0.00217219 -0.00117831 -0.000193775 -0.00118966 -3.29059e-05 0.000376112 -0.000544489 0.000322483 -0.00104305 -0.000758014 -0.000537692 -0.000105986 -0.00112937 -0.00169906 0.000879457 0.000602057 0.000312308 -0.000423337 -0.00136729
internal_weight=415.412 289.122 126.29 104.499 100.445 84.8947 67.3612 61.3796 48.8723 33.4389 13.7538 7.66902 5.30593 66.2452 9.2127 57.0325 31.6933 25.3392 12.3384 21.7908 18.6586 17.0444 13.2047 7.62054 6.72845 2.07243 29.4393 23.3712 11.051 13.0008
internal_count=4034 1931 2103 1624 867 598 526 483 434 380 149 103 84 890 182 708 370 338 52 479 320 297 209 183 179 81 147 126 80 286
is_linear=0
shrinkage=0.00249688


Tree=365
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 0 0 0 0 1 0 1 1 2 2 1 1 0 1 2 0 1 2 1 2 2 0 2 2
split_gain=0.566791 1.4832 2.93255 2.01042 1.22145 0.97055 1.42228 6.07145 1.37823 1.06462 1.77185 4.75981 2.9417 4.63739 3.39704 1.99956 2.91569 2.86033 1.86215 2.64478 1.86135 1.70237 1.35503 1.16367 1.13305 1.04367 1.78557 1.04004 2.12516 2.74226
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 42.360359531950003 0.52453519355000011 37.784765830350004 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.47883296910000012 0.35651627195000007 0.50339810185000011 0.37078231190000005 0.37668033890000002 41.898943182100005 41.257403903850005 0.34569324270000007 0.34545372890000009 0.48447651265000008 0.34554354660000003 42.824128352900011 0.4784437592000001 0.34587287805000005 41.827117825850003 0.36006406990000012 43.157831852650006 42.67709657435001 0.5231430197000001 37.038444968100009 36.620308449100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 27 7 9 -8 21 15 24 -13 14 -14 18 17 20 19 -11 23 -7 -18 -17 -12 26 -24 28 29 -1
right_child=1 -3 3 -5 -6 6 8 -9 -10 10 11 12 13 -15 -16 16 22 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0082899704598034616 -0.045833553922534027 6.5834111130491318e-05 0.027490145340729303 -0.035560809391190308 -0.0078659814574033385 -0.00055260369801112517 0.023069152387400135 -0.033310322393352215 0.0012533429035540881 0.01316721431916423 -0.0092550399410875096 0.024360247046312244 -0.046502314871975259 0.015166118834765088 0.0027786273287401572 0.0014725104670568962 0.018513442040951792 -0.025200833485352528 0.022843304631377206 -0.010095332650493111 0.011845922613488337 -0.02135427394512017 0.0055631426972835305 -0.016828175779004473 -0.034471624877504492 0.017507704345098973 -0.01951110943420618 -0.011095731677043573 0.022750092129908722 -0.020209110276963711
leaf_weight=20.957274876331216 2.0860174571862435 99.296992821720778 1.8769656693330037 1.29170527117094 1.9380986308678982 66.540269871009514 5.4407067950814945 5.0921885082498184 5.8801500638946891 16.641837641596798 2.7600882053375271 5.2034397050738361 3.0662469118833524 5.9574626758694649 2.4601684715598822 6.9498913884162956 8.8592287227511424 5.8481376841664305 9.605155546218155 6.6852897480130187 7.6093246787786475 4.0743031483143559 13.907794900238519 6.6206405125558376 4.6996122980490327 4.4598340839147559 3.4611641168594351 2.9721022173762313 7.5317054502665988 3.9094518409110597
leaf_count=238 49 1809 20 186 54 794 19 37 38 65 18 31 38 30 18 31 72 45 66 29 34 30 71 38 45 23 20 14 45 27
internal_value=0.0009669 -0.000926413 -0.0146245 -0.00187615 0.00952881 0.00181692 0.000980378 0.000341101 0.0117378 0.00126532 0.00312188 -0.00439769 0.00487538 -0.00395338 -0.0245641 0.00512495 0.00162032 -0.00586126 0.0112671 0.00650043 -0.000521252 -0.00175281 0.00820959 -0.00745583 -0.0251415 0.00402777 0.000566522 0.00659017 0.00821261 0.00380945
internal_weight=343.683 106.49 7.19279 5.10677 3.81506 237.193 201.823 190.502 11.3209 185.41 114.795 24.147 16.6873 11.4839 5.52642 90.6483 57.716 27.028 32.9323 23.3271 21.1799 70.6146 30.688 13.5705 7.4597 21.8288 17.369 35.3705 32.3984 24.8667
internal_count=4034 2118 309 260 74 1916 1592 1535 57 1498 674 180 117 86 56 494 334 148 160 94 103 824 186 69 63 114 91 324 310 265
is_linear=0
shrinkage=0.0312387


Tree=366
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 1 1 0 2 2 2 2 2 2 0 1 1 1 0 2 2 2 2 2 1 1 0 2
split_gain=4.83734 6.55989 3.93234 3.0185 2.3827 2.42854 2.41483 3.71983 2.78787 3.20475 3.3712 2.58761 2.4631 1.86608 2.1473 3.09711 3.51182 2.27896 1.67473 7.16467 2.03393 2.17088 1.65978 2.62161 1.60452 3.45637 2.78458 3.70161 2.40159 1.78309
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.59897907245000015 0.34452561300000012 0.47700667645000011 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 44.952171034750002 38.064633603500006 35.879804895950009 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 0.40509266190000009 0.41615520495000008 0.54499865270000014 38.625745710700009 44.421469061800003 47.927946529500012 36.491284729650012 36.79544512155001 0.39587138110000003 0.39476362980000007 0.53043322055000008 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 24 13 6 -6 7 8 9 10 -1 -8 -11 14 15 16 -4 -17 -16 -20 -21 -22 -3 -24 -2 -26 27 28 -27 -28
right_child=2 22 3 -5 5 -7 11 -9 -10 12 -12 -13 -14 -15 18 17 -18 -19 19 20 21 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-0.0022446591957886739 -0.0026703191376856684 0.00058336770963046279 0.0028330990474357367 -0.0021182192131057103 -0.0012064172881989111 0.00023441233734730003 0.0016546853886687208 -0.0019654519878781591 0.0010595893306773953 0.001096262830277436 0.00058978592345204433 -3.3186718421351492e-05 -0.0026425465979260064 -0.001101476757703831 0.00099371863410005153 -0.0029305487503755389 -0.00078074748292430746 0.0004499313632010332 -0.0031460102102476195 0.00085087592354194655 -0.0014394802247404933 0.00019752419718441311 -0.0016948700104595835 0.00075397894125514878 0.0035271300628772575 -0.0016717136980398219 -0.0023689318398542004 0.00197139952592712 0.0013247412334426605 -0.00051968862145219984
leaf_weight=2.1825473937206068 2.0469924397766617 223.19388189911842 1.6716102063655833 2.6842083949595681 15.334237610688435 7.595366694033145 7.3746058787219217 4.6533394525758913 8.241296240128575 0.96110416576266189 11.028576105833052 8.4773016478866321 3.7513468875549734 5.1475610681809476 12.624866791069506 3.2453254777938128 3.872310065315105 1.1810371214523909 2.7208304442465296 20.595079064369202 3.8088398703839621 45.982602164149284 3.6065295320004216 4.0073210746049881 0.79398649185896175 4.8036171831190604 6.1268222024664265 2.6870373040437698 1.5317193716764448 3.5909778561908752
leaf_count=136 29 989 3 649 334 38 33 96 46 12 48 39 93 225 41 59 83 28 30 69 71 366 50 17 2 101 139 7 6 195
internal_value=0.00023826 0.00038164 -0.000106002 6.26582e-05 -0.0001791 -0.000729147 9.11446e-05 -0.000248801 5.65005e-05 -0.000404722 0.000121521 0.000752043 -0.00188002 0.000120704 0.000186442 -0.000728832 0.000308904 -0.00202857 0.000292884 0.000171857 0.000300111 7.23001e-05 0.000550731 -0.000405992 -0.000915139 -0.000731213 -0.000911631 -7.8019e-05 -0.000947249 -0.00168559
internal_weight=425.523 300.407 125.115 103.534 69.5997 22.9296 46.6701 30.8182 26.1649 17.9236 13.2111 15.8519 4.71245 100.85 95.7025 9.97028 5.54392 4.42636 85.7322 73.1074 70.3865 49.7914 230.808 7.61385 21.5812 19.5342 18.7402 9.02237 6.33534 9.7178
internal_count=4034 1931 2103 1624 875 372 503 431 335 289 184 72 105 975 750 173 86 87 577 536 506 437 1056 67 479 450 448 114 107 334
is_linear=0
shrinkage=0.00208376


Tree=367
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 2 1 1 0 2 0 2 2 2 0 1 2 2 2 2 2 0 1 0 2 2 0 1
split_gain=3.01468 4.93226 2.62323 2.51616 2.2085 1.84108 1.74922 3.36847 2.39263 3.08487 2.34781 1.81457 2.38551 1.59989 1.65132 2.62034 2.69838 2.36238 1.56378 2.9266 2.88178 2.45935 4.97596 2.1582 2.56206 2.72504 2.85765 2.1068 1.56215 1.55679
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.4662734648500001 35.171584490050009 33.151194885250007 36.491284729650012 36.79544512155001 0.39587138110000003 0.39476362980000007 0.53043322055000008 43.631818398850008 0.53158588065000012 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.45628873390000008 48.226196960950006 41.872294782850005 41.741384785950011 42.488347682450005 42.719328117250008 0.42569084760000003 0.32388251845000005 0.46898296455000005 39.525197829750006 48.96897326980001 0.37331217625000007 0.39408999735000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 13 5 -1 -2 -8 9 10 29 -10 -13 14 15 16 -4 -17 19 20 23 -21 -23 -6 -25 -26 -27 -20 -24 -9
right_child=2 -3 3 -5 18 -7 7 8 11 -11 -12 12 -14 -15 -16 17 -18 -19 27 21 -22 22 28 24 25 26 -28 -29 -30 -31
leaf_value=-0.0012157175843857464 -0.0029118113398840986 0.00051942260360528974 0.002956596427638345 -0.0016344078584501715 -0.0024254968579778906 0.0017577321592868347 0.0039995973421264293 -0.0026221457218383432 -0.0025389260618219546 0.002092955792409563 0.0015651669197950014 -0.002333250956265387 0.0016969432073037579 -0.0011036705390658848 0.00031303370422583308 -0.0032361093355577526 -0.00073810466613741016 0.00056070590582017884 0.0012856832115082976 -0.0028015791159920049 0.0020131315837980763 0.00179399445853691 0.00089036857909281461 0.0015187088133669887 -0.0017825414276386039 0.0014437451593919237 -0.00078421063988142197 -0.0005320396253468766 -0.0016963657701122368 0.00031850255175602793
leaf_weight=1.3949103349586938 1.9083147794008279 228.49014887586236 1.5010822415351848 4.2926387171028173 2.2604202581569615 4.9178885496221483 0.79042418301105755 3.0864138063043374 5.1318894808646274 2.6033469438552856 1.516894683241844 1.5325165905524047 1.5332531984895466 5.0355080976150921 86.936855409760028 2.8078015013597906 3.2979590413160622 1.2297372138127682 6.6265738606452924 3.9304644986987141 3.1787984846159807 3.1366533199325195 1.3648747149854887 4.2230413109064129 5.590005996637049 5.1304736100137216 7.2495493404567242 6.683715432882309 11.348698922898619 1.3506228271871803
leaf_count=80 29 1056 3 757 164 32 2 93 139 7 6 183 12 190 534 50 74 16 19 76 14 23 11 12 53 18 44 34 295 8
internal_value=0.000233934 0.00035957 -6.41555e-05 7.84738e-05 -0.000185284 0.0011007 -0.000834733 -0.000608821 -0.000826226 1.87014e-05 -0.000888263 -0.00170822 -0.00031767 0.000151412 0.0002174 -0.000723467 0.000417553 -0.00207969 -0.000318975 -0.000513212 -3.30131e-05 -0.00118402 -0.000782901 -0.000298999 -8.24097e-05 -0.00045868 0.000139089 0.00037292 -0.00141867 -0.00172702
internal_weight=420.081 295.526 124.555 105.102 67.0361 6.3128 19.4537 17.5454 16.7549 8.55728 5.95393 8.19766 3.06577 100.809 95.7734 8.83658 4.79904 4.03754 60.7233 47.413 27.6323 19.7807 15.8502 24.4535 22.1931 17.97 12.38 13.3103 12.7136 4.43704
internal_count=4034 1931 2103 1624 875 112 479 450 448 114 107 334 195 867 677 143 77 66 763 710 305 405 329 291 127 115 62 53 306 101
is_linear=0
shrinkage=0.00228442


Tree=368
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 0 1 2 0 2 0 0 1 0 2 2 2 1 2 2 0 2 0 1 1 1 1 1 2 0
split_gain=0.585915 1.07612 0.89795 0.892249 0.879602 1.97235 1.86279 1.82082 1.77107 1.67047 1.99029 1.64855 3.31197 1.58895 3.88119 2.33905 2.09507 1.5664 1.35207 1.40053 1.66122 2.13836 1.41193 1.3895 4.08322 1.26353 1.22363 1.99426 1.04174 1.03114
threshold=42.779078631750004 0.42569084760000003 0.31060447290000009 42.824128352900011 0.35471991855000007 0.48447651265000008 0.34584293880000011 42.622319549950006 0.48028502140000007 39.577821550850011 0.48637765340000011 0.47961138885000004 0.34641178410000012 0.48271009850000007 41.319407281650008 40.159267750750011 40.563919884450009 0.34479506600000004 40.94178426300001 41.919251152600005 0.48098859315000003 42.434124620650003 0.47754558250000007 0.34479506600000004 0.34515433670000012 0.34545372890000009 0.35862698720000002 0.36359689830000008 42.622319549950006 0.49053920540000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 8 9 11 -6 17 13 -8 -13 15 -15 -11 -17 -3 -18 23 21 -21 -23 -20 -25 -26 -7 -28 -29 -14
right_child=3 4 -4 -5 5 26 7 -9 -10 10 -12 12 29 14 -16 16 18 -19 19 20 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0072850224363913765 -0.024516783789373397 0.0037925304389299758 -0.027542966162139054 -0.0010009492008810331 -0.0033359516743593984 0.016563162616516764 0.018166975939929848 0.023517223535861411 -0.048122480302528234 -0.015034230828674344 0.015010848723973723 -0.011212352985885 0.020334892886725516 0.0012226878200057851 -0.033629665394240491 0.013002967158638263 -0.014386272095886972 0.021003917458171033 0.014132726993672511 -0.031382564528805272 0.010470070289878588 0.0056731142783315288 -0.018834021599814055 -0.017453265474172943 0.014550361258129085 -0.00085862104215154262 -0.019647035414152289 0.00094192083334763022 -0.017943045365063384 0.0042036301993892376
leaf_weight=0.74081696756184046 1.1160925654694427 13.351525234058501 1.5687229677860157 63.232881260948488 1.3606476754648604 3.1809922084212294 5.7611858211457792 4.8411823771893969 1.0738366279983891 6.2902906630188218 5.3158609122037879 7.4559917859733131 4.8237115591764432 5.9337282851338369 3.4258147403597832 9.327695179730652 4.3529331646859637 4.9182138890027991 7.0754982195794609 2.6957218395546061 3.0148810893297187 4.0935923717916012 2.6211218982934952 5.9686624556779888 8.6135141104459745 6.2359967157244673 3.3565299287438384 143.20745683353744 2.0133925827685735 6.0992597565054893
leaf_count=65 15 76 205 1305 54 20 45 60 12 31 27 36 25 24 28 36 33 19 30 53 10 29 23 28 28 24 23 1592 31 47
internal_value=0.000833557 0.00135126 -0.0163714 -0.00140882 0.00149934 0.000189959 0.00315132 0.0089245 -0.023091 0.00135677 -0.000366029 0.00599801 0.00218345 -0.00153964 -0.0115341 1.19236e-05 0.00176462 0.00842584 -0.000582002 0.000908339 -0.00637211 -0.0117679 -0.00389337 0.00415144 0.000759084 0.00807942 0.000563429 0.00022088 0.000680093 0.0113274
internal_weight=343.068 278.719 2.30954 64.349 276.409 154.193 122.216 28.9813 2.43448 93.2351 74.9653 24.1401 18.379 69.6495 9.35954 60.2899 53.9996 18.2697 44.6719 40.319 12.4253 9.41044 6.71471 27.8937 20.8182 14.8495 151.758 148.577 145.221 10.923
internal_count=4034 2714 270 1320 2444 1732 712 213 66 499 404 153 108 377 52 325 294 95 258 225 115 105 52 110 80 52 1666 1646 1623 72
is_linear=0
shrinkage=0.0260716


Tree=369
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 0 1 0 1 2 1 2 1 2 1 2 0 2 2 1 0 0 0 0 1 1 2 2 2
split_gain=3.61603 3.97148 2.82173 2.28912 2.11466 2.41532 2.89409 2.37362 2.34522 2.19012 2.01495 1.98306 2.2824 1.92881 4.7436 3.03214 1.90643 3.05705 1.90328 5.14034 1.71487 2.35197 2.38896 1.72569 3.79708 1.62169 1.7698 3.20003 1.58303 1.73533
threshold=0.39072183470000005 0.47736594710000008 0.53544804050000006 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 0.54499865270000014 0.46476153410000004 36.491284729650012 0.43590012275000006 42.094663496250007 0.39587138110000003 36.728658719300007 0.39476362980000007 43.631818398850008 0.53158588065000012 41.385032804600009 39.110279783550006 0.45368402140000008 0.56065686655000013 0.56294721715000018 0.55974372025000008 0.56294721715000018 0.3055746834000001 0.34551360740000009 47.927946529500012 35.171584490050009 33.151194885250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 10 4 5 6 -4 -7 -6 -9 -2 12 -10 15 -15 18 -16 -18 19 -12 23 -22 -23 -13 -25 -1 28 -28 29 -27
right_child=2 -3 3 -5 8 7 -8 9 11 -11 13 20 -14 14 16 -17 17 -19 -20 -21 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0023712132006222211 -0.0029281793253044469 0.00049575730469684305 0.0029159727056847005 -0.0013293444557571938 0.00070440311998764247 -0.0031895834847631265 -0.00090617092810053174 0.0033819660279227441 -0.00038362635281705517 -0.0028107174527242495 -0.0020658860243629087 0.0016289328423726183 -0.0028985136897444422 0.0042072689365175485 -0.0025737053946042767 0.002122390496520818 -0.002348875513372756 0.0018317435649714505 -0.0019744381771292442 0.002115980448075656 -0.0046331686431409589 0.0021499807248154569 -0.00080234337053444878 -0.0022136207343120108 0.00060162533214838242 -0.00103022079030137 -0.0015102467452288337 0.0029119979946561412 -5.9342177827209537e-05 0.0019310192918553376
leaf_weight=1.6591881196945895 2.1455235648900297 218.04854409582913 1.4430826902389506 5.9594531203620127 34.813871636986732 3.1610120725817978 3.6917989552021027 0.66160440444946267 14.879808520898225 0.54587425920180976 2.900058011524381 5.8952100649476078 2.1649517053738228 0.75015884637832542 5.9171784108038974 2.7486234605312339 2.0497441899497066 1.6562559101730583 3.416839393787086 3.2810323275625706 0.69290323182940383 1.7520507536828498 7.9430942458566278 2.8835182636976269 19.323363867588341 1.3667182936333109 7.9217889527790231 0.96093067526817311 52.185958859976381 4.2885207673534751
leaf_count=125 30 1026 3 422 121 61 196 1 122 61 28 19 28 1 140 7 183 12 68 24 6 7 425 20 133 69 180 2 492 22
internal_value=0.000200926 0.000344849 -0.00011454 4.84792e-05 0.000130712 -0.000896155 0.000167986 -0.00214699 0.000238723 0.000582392 -0.00080825 -5.32038e-05 -0.000703056 -0.000608057 -0.00133551 3.13651e-06 -0.00176759 -0.000480507 -0.000603768 0.000153923 0.000234573 -0.000559927 -0.000268816 0.000528264 0.000236071 -0.000136343 -8.07696e-05 -0.00103185 6.52885e-05 0.00121537
internal_weight=417.109 286.432 130.677 105.812 99.8521 9.50337 5.13488 4.36849 90.3488 1.20748 24.8654 55.5349 17.0448 22.7199 10.3733 12.3466 9.62318 3.706 9.59793 6.18109 38.4901 10.388 9.69514 28.1021 22.2069 68.3831 66.7239 8.88272 57.8412 5.65524
internal_count=4034 1916 2118 1625 1203 322 199 123 881 62 493 760 150 463 336 127 335 195 120 52 610 438 432 172 153 890 765 182 583 91
is_linear=0
shrinkage=0.0022885


Tree=370
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 0 2 0 2 2 0 0 0 0 2 1 1 2 1 0 1 0 2 0 1 2 2 2 2 0
split_gain=0.58433 1.03367 0.672713 0.532538 0.949851 3.2851 2.97219 2.56627 1.11798 1.08328 1.99652 1.83458 2.46046 2.27505 1.1134 0.901642 0.894159 0.856854 1.59596 0.916759 1.3985 1.45222 2.09925 1.06468 3.78235 3.04472 2.80499 2.42544 4.41023 2.95431
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 42.141702038450013 0.48244064550000004 0.48351845755000006 42.686561923500008 0.47754558250000007 42.779078631750004 47.927946529500012 0.47769527860000011 0.46989611090000011 0.45798030000000006 0.37331217625000007 48.96897326980001 0.34542378970000004 0.34440585610000002 42.006870117350005 0.34641178410000012 0.42314601355000009 0.32388251845000005 0.46898296455000005 35.171584490050009 0.47976108500000009 0.34566330350000002 41.243661560350013 39.110279783550006 39.792680591700012 39.458743938000005 0.51857728810000003
decision_type=2 2 2 2 2 2 2 2 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 17 6 -6 7 16 -8 10 11 12 13 -10 -11 -12 -5 19 -19 -1 -21 22 -22 24 26 27 -23 28 -25 -30
right_child=1 2 -4 4 5 -7 8 -9 9 14 15 -13 -14 -15 -16 -17 -18 18 -20 20 21 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.020213140457493797 -0.028245005679864925 0.012860275086180583 -0.028132909190268292 0.012783514665628328 0.023380318080257024 -0.00044580493287884335 0.013939061644674497 -0.039511124216811661 0.015911545623669889 0.012513574811374493 -0.0073801425137514573 -0.03114091563676007 0.021360272688284783 -0.02938264087630596 -0.0039903893787790667 0.0091207387094761408 -0.014888141628618084 -0.0058928441133750641 0.018564862878345925 0.016237306384313106 0.0091064184166924009 0.019985242518229519 -0.021337718287127182 0.0014174052018350227 0.025766654780737301 -0.0074219012745505922 -0.0010845137583671571 0.0065339163761299994 0.0033381525885378951 -0.030628801041362171
leaf_weight=1.504052242351462 1.4470175286405713 1.3365559270605443 0.39837698623887252 1.3294762987643469 4.863887406885623 50.480577186215669 3.6390129830688229 3.0280569335445762 1.1587225198745743 6.1804118901491147 4.3805052675306779 3.5445921812206507 1.7749792020767925 3.1924569585826248 6.3571130856871605 6.0380034931004047 2.7408507382497191 3.1402041641995293 5.8669421430677176 4.8161792978644362 2.6681448358576736 5.725812315940856 4.972312267520465 75.128357610898092 6.0503052095882586 29.957923808833584 31.453608693554997 59.957566513796337 2.9484770521521551 5.8737620967440307
leaf_count=235 555 10 314 28 58 722 22 45 11 20 28 103 13 189 35 32 33 22 30 20 38 26 75 548 37 213 147 346 13 66
internal_value=0.000844976 -0.010965 0.00344738 0.000955902 -0.000756095 0.00164813 -0.00382454 -0.0202092 -0.000617528 -0.00224109 -0.00622677 -0.0152867 -0.00611341 -0.0173208 0.00414529 0.00218287 -0.00584985 0.00165984 0.0100381 0.00133323 0.00147441 0.00115803 -0.0107062 0.00157558 0.0054642 0.000608724 0.00216033 0.00228049 -0.000757308 -0.0192767
internal_weight=341.954 3.18195 1.73493 338.772 98.7086 55.3445 43.3642 7.09838 36.2658 32.6268 20.0893 9.67075 6.12616 4.35118 12.5375 10.4185 4.07033 240.064 9.00715 231.057 229.552 224.736 7.64046 217.096 43.2297 173.866 37.1794 143.908 83.9506 8.82224
internal_count=4034 879 324 3155 1339 780 559 106 453 431 376 316 213 200 55 60 61 1816 52 1764 1529 1509 113 1396 210 1186 173 973 627 79
is_linear=0
shrinkage=0.0276883


Tree=371
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 1 1 0 2 0 1 2 2 2 0 1 0 1 2 1 2 2 0 0 0 2 0 0 0
split_gain=2.2737 3.00276 2.53014 1.89284 1.69588 3.15223 2.59778 3.47529 2.52064 1.83542 2.82472 1.58637 1.55653 1.46884 2.16729 2.53201 2.05031 1.72401 3.79521 2.58852 2.24977 2.09153 1.95884 1.79741 1.97986 1.68101 1.61168 1.57483 1.53534 1.50267
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 0.59897907245000015 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 0.53043322055000008 43.631818398850008 0.53475943835000017 0.39408999735000005 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 0.5398790455000001 0.41714319930000004 40.750688432250008 0.42114008565000011 40.890797847750008 41.827117825850003 0.55677973715000018 0.5654770815500002 0.54136103710000005 41.646178195200001 0.56341127510000011 0.56719858685000013 0.5718990449500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 12 -2 -6 7 8 11 -8 -11 -7 13 14 15 -3 -16 -15 26 25 -21 -22 27 -24 -25 -20 -19 -23 -27 -26
right_child=1 3 -4 -5 5 6 9 -9 -10 10 -12 -13 -14 17 16 -17 -18 18 19 20 21 22 23 24 29 28 -28 -29 -30 -31
leaf_value=-0.00015414170544017546 -0.003671889639488086 0.0036785056053019087 0.00051716852306545806 -0.0029383205217842598 0.0050302548411537175 -0.0033128786070435508 -0.0032396382370600049 0.0027855931261513691 0.0019625340313150852 -0.0018538919018942774 0.0046305364526948254 0.00041741145763485147 -0.0014113594144380931 0.0012303217271899232 -0.0038738487831300409 -0.00098924813939264204 0.00083847211443438877 -0.00056190255608201906 0.0019388721504876316 0.0025105867985576683 0.0022105136504795382 -5.5903694041755019e-05 0.0019909717158133043 -0.0022967120275990808 0.0017227843296729209 -0.00092108708829869985 -0.0037265223990213419 -0.0027158032752616274 0.00061895429513126427 -0.00083125257171769358
leaf_weight=61.484795654832851 1.9867970533669019 1.3947519958019237 205.5161059172824 1.7109883946250182 0.73798364400863903 3.3415983607992548 5.5022898514289391 2.6774337738752365 1.6179986000061033 2.8416745450813328 0.70722001791000355 1.3489330373704431 5.1637752007227382 15.082885436713694 2.7543162023648624 3.2911777806002647 1.0848759468644855 2.6478044316172591 2.6076232939958599 5.8547519072890273 5.2673649229109314 5.6361392512917536 6.3500006794929531 2.3764985725283614 4.9250990785658342 19.97329688444734 2.781757527962327 2.8126975097693503 7.5081817589234552 3.2058019898831844
leaf_count=890 29 3 1041 649 1 93 140 7 6 194 1 8 225 49 59 83 28 15 7 17 24 27 23 23 21 161 25 45 87 53
internal_value=0.000212036 -0.000114247 0.00036258 8.98286e-05 -0.00112106 -0.000851135 -0.00109177 1.40629e-05 -0.00116222 -0.00218963 -0.000561682 -0.0022401 0.00014127 0.000225174 -0.000924955 0.000400094 -0.00254224 0.000337836 0.000150737 0.000341251 0.00086178 0.000546038 0.000199586 0.000771447 3.44443e-05 -0.000288944 -0.00218325 -0.000941409 -0.000500334 0.000715794
internal_weight=390.193 123.192 267.001 102.43 20.7619 18.7751 18.0371 8.98596 6.30853 9.05118 3.54889 4.69053 100.719 95.555 8.52512 4.68593 3.83919 87.0299 71.947 66.5175 36.4284 30.5736 25.3062 16.8574 10.5074 30.0891 5.42956 8.44884 27.4815 8.1309
internal_count=4034 2103 1931 1624 479 450 449 114 107 335 195 101 975 750 173 86 87 577 528 488 233 216 192 120 97 255 40 72 248 74
is_linear=0
shrinkage=0.00290337


Tree=372
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 1 1 1 0 0 0 2 2 0 0 2 2 2 1 0 2 2 1 0 1 0 0 1 2
split_gain=0.596865 1.57431 0.982267 1.46584 1.30426 1.65087 1.00584 1.62288 1.27197 1.04487 2.06803 1.19714 1.02151 1.00563 0.817087 2.91756 1.85211 1.84957 1.20493 1.32085 0.798131 0.786927 1.43466 0.701555 0.67522 0.63786 2.21005 2.73051 1.3669 0.653824
threshold=0.54646567465000018 0.55257327625000008 39.110279783550006 39.184300550350009 0.56915960600000015 0.56294721715000018 0.45280081435000008 0.4591329601000001 0.42209814075000007 0.56065686655000013 0.56439926950000008 0.58415915690000009 42.402981339000007 49.835088602800006 0.5654770815500002 0.55832160710000012 40.94178426300001 42.283941020600004 42.558389508100007 0.44805544745000009 0.56395018115000017 41.942745071500006 40.00488309970001 0.43401395170000007 0.56294721715000018 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.42039160505000012 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 21 4 -4 5 -3 8 -8 13 -9 -11 -12 -13 -5 15 -10 -16 -18 -19 -20 -7 22 -2 25 -17 28 27 29 -1 -27
right_child=1 2 3 6 -6 20 7 9 14 10 11 12 -14 -15 16 24 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014139584405425992 -0.005402003510112819 -0.0280418341396159 0.040189777624464379 -0.037481650951951766 -0.038877113123389012 0.018862905559460047 -0.042234368083805679 -0.062254310007472217 0.017312802078565698 0.036976591717426087 -0.038557646917180478 -0.034439147081661708 0.021315929585165209 0.0096810935918403822 0.025419615148431961 -0.031641565588968842 -0.028163842649415283 0.028402248566529838 -0.040235569167496349 0.0110512542222326 -0.0057899427384712496 -0.0031169935227879052 -0.049340533578904569 0.018830276027538839 -0.0067560769115948428 -0.054376690955000528 -0.02953774322866912 0.028786507779963111 0.02484098128687107 -0.0085029086657242101
leaf_weight=278.99344433017541 1.5451433975249522 2.4249915014952403 1.1354871466755856 1.4098083984572505 1.473693621897836 2.6358347982168198 1.4534961660392571 0.300996595295146 5.0305975899100321 1.3782698512077329 1.2285539976437578 0.53293613897403691 1.2557335746241731 0.81082901172339905 6.1952162664383632 2.4725384169723839 1.9164383113384245 2.3548412472009659 0.82396184589015353 1.8679816829971967 3.4553872449323535 2.0752894105389714 1.8702466413378713 2.6529787215404204 2.4932827167212963 0.6485613309778262 3.1796012874692678 2.5876032095402479 2.8648954778909674 0.77824437594972551
leaf_count=2451 23 54 5 48 345 11 51 3 25 5 119 208 256 13 48 26 18 9 49 14 37 28 21 61 16 12 22 9 9 38
internal_value=0.0009829 -0.00249802 -0.000308645 0.00252342 -0.00956777 -0.00449592 0.00116675 -0.0110763 0.00413396 -0.0014333 0.00273162 -0.0129115 0.00470364 -0.020261 0.00647352 -0.000798892 0.0119983 5.73708e-05 0.0107739 -0.00464684 0.004878 -0.0195048 -0.0294625 0.00155737 -0.0191468 0.00139884 -0.00852294 0.00812177 0.00165208 -0.0293551
internal_weight=339.847 48.1416 42.6509 32.661 9.98991 8.51621 31.5255 6.14999 25.3755 4.69649 4.39549 3.01722 1.78867 2.22064 23.1549 9.99642 13.1584 6.96322 5.04678 2.69194 6.09122 5.49068 3.41539 291.705 4.96582 289.052 7.19401 4.01441 281.858 1.42681
internal_count=4034 1432 1360 913 447 102 908 642 266 591 588 583 464 61 205 67 138 90 72 63 48 72 44 2602 42 2541 81 59 2460 50
is_linear=0
shrinkage=0.0337431


Tree=373
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 1 1 1 2 1 1 0 1 1 0 1 2 2 2 2 0 0 0 0 2 2 2 2 0 1
split_gain=0.546777 2.30698 1.05013 1.34443 1.50649 2.03904 1.51606 1.26613 1.01587 1.24767 4.36507 1.78961 1.87067 6.24139 1.14619 1.96614 1.11452 1.27386 0.905139 1.30906 0.880816 1.27838 0.872239 1.04975 1.2574 0.845919 1.85911 1.65657 1.66642 3.50127
threshold=0.39193437325000008 0.39382054430000007 37.198331469900005 35.050303764500008 0.5296248615500001 0.46280051495000007 0.46476153410000004 0.43563066975000003 43.89540535710001 0.39591628995000006 0.39814676205000005 0.53475943835000017 0.40509266190000009 0.41615520495000008 0.54646567465000018 0.42209814075000007 38.625745710700009 37.627645350900004 48.96897326980001 50.205949521800008 0.47883296910000012 0.4784437592000001 0.47961138885000004 0.48068920095000006 41.147265497500008 41.872294782850005 41.741384785950011 44.262924377150007 0.45798030000000006 0.34398670700000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 3 7 -5 -6 -7 -3 9 -4 -11 -12 -13 -14 -15 -16 17 -17 -10 -20 21 25 -22 24 -24 26 -1 28 -27 -30
right_child=1 2 8 4 5 6 -8 -9 18 10 11 12 13 14 15 16 -18 -19 19 -21 22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.00085988798472684709 -0.031413145686974654 0.0088517258508284246 0.014389790190389402 0.0070638338517594879 -0.037411762173676359 0.037609480401363658 -0.033878564674183945 -0.032711697031757636 -0.029577336214296545 -0.03344698456668381 -0.029845199404916263 0.012609904525854285 -0.042399571326652431 0.0070444445969744035 -0.031891374901955885 0.0034556570164069001 0.0018153689128746306 -0.033857894780841925 0.018826815804748147 -0.029090282463311971 0.010050847952735833 -0.016018333703021363 0.0022832125102514632 0.0027486956734362493 -0.016414072124403618 -0.031777262135192087 0.02354610863183253 0.0021314529956893194 0.032567435665492056 -0.012191840641723966
leaf_weight=37.325512458919547 1.9082813812419761 3.7348389024846238 5.225267130881547 1.3816754743456838 3.1790155461058021 0.57779031991958607 0.3862405366380699 0.67534846444323182 1.611869321932317 2.8829935658723107 1.3901029323460523 11.32425920665264 2.5650976533070198 22.805202558636665 1.5288929250091303 1.3476605485193425 34.567429869726766 1.5183698583859948 1.0809718673117457 0.75610077974852163 11.525486323982475 4.1762868398800483 6.266834292560814 137.28415202070028 5.0835835598409176 2.4076582400593898 3.0490915952250353 18.112233513966203 1.5705301426351059 10.36017216555774
leaf_count=453 75 41 21 17 74 1 61 164 338 99 60 39 30 89 28 28 576 91 44 197 58 31 28 817 35 156 16 187 9 171
internal_value=0.000735675 -0.000991734 -0.000402601 -0.00901463 -0.0181959 -0.0266199 0.00896768 0.00248696 0.000563039 0.001165 0.000300461 0.00156324 0.00214034 0.000297412 0.00207054 -0.00084075 0.000427449 -0.0163124 -0.0142997 -0.000894862 0.0014673 -0.000987929 0.00264772 0.00207367 -0.00609086 -0.000125984 0.00257315 -0.00348421 -0.0105779 -0.00629983
internal_weight=337.609 100.447 98.5391 9.93491 5.52472 4.14305 0.964031 4.41019 88.6042 85.1553 79.93 77.047 75.6569 64.3327 61.7676 38.9624 37.4335 2.86603 3.44894 1.83707 237.162 77.0015 160.16 148.635 11.3504 72.8252 40.3746 32.4506 14.3384 11.9307
internal_count=4034 2073 1998 358 153 136 62 205 1640 1061 1040 941 881 842 812 723 695 119 579 241 1961 1023 938 880 63 992 469 523 336 180
is_linear=0
shrinkage=0.0279347


Tree=374
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 2 1 2 2 0 0 2 1 2 1 1 2 2 1 2 2 1 1 0 1 2 0 2
split_gain=2.3634 3.73367 3.29419 2.1731 2.49728 2.22429 1.62749 2.69043 1.45482 1.61928 3.24077 1.49996 1.64264 1.47167 1.42669 1.49028 1.92736 2.66604 1.30947 1.71912 4.39844 1.33162 1.29295 2.37874 2.01037 2.36218 1.78553 1.20825 1.86293 1.02849
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.54499865270000014 0.4349121284000001 0.4662734648500001 0.34551360740000009 42.686561923500008 0.34548366815000003 39.952536079750011 40.750688432250008 0.46898296455000005 0.42018203045000008 35.171584490050009 0.4019490434500001 48.457543166250012 0.39382054430000007 0.39587138110000003 42.094663496250007 39.952536079750011 0.40509266190000009 49.835088602800006 40.636252116050009 0.41911918805000009 0.41988263825000011 0.53928026105000015 0.41615520495000008 36.728658719300007 0.53475943835000017 42.522337019050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 14 22 18 -6 8 -8 9 11 -11 12 -1 -14 15 16 -2 -18 19 20 -5 -20 23 26 25 -24 -4 -19 -29 -7
right_child=2 -3 3 4 5 29 7 -9 -10 10 -12 -13 13 -15 -16 -17 17 27 21 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0028972654537119001 -0.0031021593529907635 0.00055417110367213457 -0.00030656484735661044 0.0026521136179064328 0.00038333169212780623 -0.0030391691355536308 -0.0035089424055737041 -0.00016776566351368364 0.002622114510448637 -0.0038289338620332322 -0.00026008675820161876 0.0016791140502033209 0.0017523594677837503 -0.00046069304892896811 -0.00306817602500978 0.0021837657971254072 0.00082894360758831739 0.00061910515613166999 -0.0033787306536560749 3.7649467508598178e-05 -0.0031122549441461112 -1.1600865151687599e-05 0.0012519096864805667 -0.0015012452836040023 0.0020697684447055988 -0.0013540478284100963 0.001668880862572042 -0.0030468767187467032 0.00067576003585952224 0.00012366195331092419
leaf_weight=1.3709227666258836 2.9434848241508105 210.54092718847096 7.0580529943108576 1.3220991268754065 37.269110005465336 2.2927196550881486 2.9594272319227439 5.1154564055614173 1.5401166342198838 2.1065763458609572 32.77726037427783 6.1086094491183749 3.7093150652945024 6.320800393819809 2.5649934089742592 1.1818370595574368 5.7192311696708185 1.4233474424108861 3.0390584473498157 10.450890846550463 4.6566694229841232 1.3064609961584208 7.6739696227014083 5.2865017466247073 9.2160761877894384 4.1796910390257835 7.1803369745612144 4.7869309273082763 1.3380652442574499 1.2282789945602415
leaf_count=138 89 1056 31 3 449 478 69 107 6 79 396 24 23 33 159 8 28 14 61 57 104 24 28 31 37 24 20 173 8 277
internal_value=0.000232537 0.00037701 -8.99057e-05 0.000112568 -0.00021775 0.000183141 -0.000224517 -0.0013923 -4.96774e-05 -0.000128215 -0.000475603 0.000563874 -3.36656e-05 0.000357733 -0.00112632 -0.00083995 -0.00106039 -0.00060741 -0.00100486 -0.000644743 -0.00183757 -0.00236642 0.000613525 9.64431e-05 0.00109269 0.000333029 0.000689641 -0.00169571 -0.00223363 -0.00193583
internal_weight=394.667 272.549 122.118 102.16 61.5653 40.7901 62.0085 8.07488 53.9336 52.3935 34.8838 17.5096 11.401 10.0301 19.9579 17.3929 16.2111 13.2676 20.7752 16.4297 5.97877 4.34552 40.5946 19.5249 21.0697 11.8537 14.2384 7.54834 6.125 3.521
internal_count=4034 1931 2103 1624 1453 1204 875 176 699 693 475 218 194 56 479 320 312 223 249 164 107 85 171 82 89 52 51 195 181 755
is_linear=0
shrinkage=0.00278911


Tree=375
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 1 1 0 2 0 2 2 0 2 0 1 1 0 1 1 2 2 2 0 2 1 0 1 1
split_gain=2.99244 3.88721 3.25118 2.03494 1.79986 3.92774 3.13665 4.35978 3.99999 2.11134 2.754 1.61626 1.79085 2.39377 2.23505 1.81274 1.99735 1.69251 1.94815 1.67518 3.22497 4.53865 1.61289 2.82295 2.70356 1.78217 1.55101 1.43193 1.34494 2.23944
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 0.59897907245000015 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 43.89540535710001 40.750688432250008 0.54228915300000013 40.890797847750008 0.54499865270000014 0.41988263825000011 0.44805544745000009 0.56719858685000013 0.40509266190000009 0.43401395170000007 39.952536079750011 39.458743938000005 39.110279783550006 0.56915960600000015 40.206947806850003 0.42922367590000005 0.57152480465000022 0.45206730335000006 0.4591329601000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 11 -2 -6 7 8 -7 -8 -11 12 13 -3 -14 16 -16 18 26 -15 21 -21 23 24 -22 27 -17 -24 -19 -30
right_child=1 3 -4 -5 5 6 9 -9 -10 10 -12 -13 14 19 15 17 -18 28 -20 20 22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00015626436745526634 -0.0032235012171137056 0.00069932663492208453 0.00050217894702146845 -0.0025210772830260614 0.0047691904138343361 -0.0029050807039755198 -0.0028489203380182471 0.0018960257178659782 0.0017690911773144444 -0.0025631501638860559 0.0019075825399242118 -0.0012699178562723878 0.0019160904526868666 0.001452830368427177 0.00023613554737359133 -0.0010867171154513616 0.0020027964853437138 0.0018190413498975861 -0.0023081781219694221 -0.003142357481698832 0.00040009705010566265 -3.0108394616041206e-05 -0.0036148089774771853 0.0023711235761697974 -0.0029915913769719017 0.00010776088233718583 0.00058741186922185056 -0.00014001320012383219 -0.0035623391195842308 0.00086970363544598022
leaf_weight=59.641904115327634 2.1376716997474459 15.54195076599717 214.6980363689363 1.81513210578123 0.75438112020492809 3.7762541472911852 6.511729116085915 4.1886185668408871 1.632058188319206 1.7992658361326905 1.6386921070516107 4.8015973591245702 6.5105238649994126 2.5921471416950217 9.2794771790504473 5.9848568569868865 6.9789260625839225 4.3151428028941137 3.0979668851941815 6.1991735324263555 8.0440266337245721 5.5077079311013222 2.0659791771322484 3.5787979220040134 1.7879611068638031 4.1011225078254938 8.1147438511252385 1.148516174405813 0.93781366571784053 2.9160936884582043
leaf_count=875 29 55 1056 649 1 93 140 15 6 183 12 225 27 8 37 45 20 13 39 111 52 28 29 14 117 21 37 28 11 58
internal_value=0.00021216 -0.000103224 0.000359032 9.76445e-05 -0.00104603 -0.000816748 -0.00103233 -1.47271e-05 -0.00149456 -0.00201386 -0.000432189 0.000143568 0.00021233 -0.000115542 0.000556767 0.000344157 0.000994475 -7.26569e-05 -0.000516806 -0.000477127 -0.000631374 -0.00167815 -4.01262e-05 0.000473896 -0.000216686 -0.000982417 -0.000123206 -0.00237329 0.000862371 -0.000208794
internal_weight=402.098 127.758 274.34 105.32 22.4387 20.301 19.5466 9.59693 5.40831 9.94969 3.43796 103.505 98.7029 50.5674 48.1355 41.625 16.2584 25.3666 17.1976 35.0254 32.4333 11.7069 20.7264 13.4108 9.83199 7.31562 14.0996 3.2145 8.16905 3.85391
internal_count=4034 2103 1931 1624 479 450 449 114 99 335 195 975 750 463 287 260 57 203 121 408 400 139 261 183 169 78 82 57 82 69
is_linear=0
shrinkage=0.00249484


Tree=376
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 0 0 0 1 1 0 1 1 1 1 0 0 2 0 1 0 1 0 2 2 0 1 0
split_gain=0.54725 0.985665 1.52976 0.951102 0.70078 0.955674 3.09673 1.29736 1.31224 1.62323 1.01921 0.752211 3.23367 1.62134 1.17656 1.1563 1.71534 1.1527 1.11076 1.09211 1.1366 1.01972 1.14723 2.3782 2.07496 1.80382 1.56922 4.40383 3.11514 2.59174
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.32058920395000007 35.419594101850009 0.34398670700000006 0.49830843385000007 0.50008981770000005 0.51191581090000016 0.54429508100000012 0.43639411995000005 0.34311846950000008 0.45994131915000008 0.34219035360000005 0.34467530910000005 0.33750486510000005 0.32388251845000005 0.43780126340000008 0.47700667645000011 49.122847560300009 0.55677973715000018 0.34485494450000004 0.50706565670000014 0.37668033890000002 0.50278434775000014 39.861052345600008 38.748048509250005 0.52005927965000021 0.38780276035000005 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 3 -3 -1 5 -2 -7 -8 -9 -10 -11 12 15 -14 -13 16 17 -6 -16 21 -21 -20 24 25 -23 -24 27 -25 -29 -28
right_child=4 2 -4 -5 11 6 7 8 9 10 -12 14 13 -15 18 -17 -18 -19 19 20 -22 22 23 26 -26 -27 29 28 -30 -31
leaf_value=0.014659144478523928 0.020443299860783956 0.018096079484129904 -0.035980169869919566 -0.037514582505492028 -0.00090601108881295284 -0.026159090022574511 0.023547287063153798 -0.017250915287975153 0.020770989177057976 0.0031351259687534528 -0.031778779783008908 0.0088087454490990025 -0.042025997250832586 -0.010723316045064315 -0.0081915041601440305 0.02310079677025249 -0.030274287167966298 0.023461076960361649 -0.0081937178317103669 -0.030638024745291384 0.0087512189296848741 0.0021439479333746443 0.0029439531760195778 -0.044964317117343965 0.014715686389179259 -0.025142522191729216 0.011369099479272683 0.025501518155379342 -0.0054917378684951178 4.9881666381670811e-05
leaf_weight=0.3043474019505078 2.6637945156544474 1.2762245982885358 0.49739972088718776 1.1141280847077721 18.567042707232773 2.0676436650101087 2.9558315128087989 1.6834130361676196 3.5522573925554752 2.5213635023683314 0.73990866623353202 12.428664778359233 1.8954352624714363 2.810880608856678 9.5318147874204424 1.4487398527562607 1.2907274197787035 1.4305584579706181 7.9256920646876088 1.4802221987629303 0.75778922531753767 116.65476318070432 2.4030785635113707 1.7802958216052527 9.7314029749250022 4.4827985782176256 16.642113771522418 2.4691767543554333 21.873967395367799 82.177461690560449
leaf_count=20 22 5 109 64 298 26 13 11 14 23 80 62 36 15 307 7 34 6 40 84 165 715 13 17 65 52 96 7 352 1276
internal_value=0.000711269 -0.0100675 0.0029308 -0.0263202 0.000814294 0.00612361 0.00330234 0.0086212 0.00342887 0.0085382 -0.00478605 0.000543898 -0.00359532 -0.0233302 0.000935145 0.000489583 -0.00104918 0.000837125 0.000583023 0.000894662 -0.0173009 0.00104767 0.00133133 -0.000375771 0.00311194 -0.0153407 0.00044898 -0.0052523 -0.00234803 0.00195614
internal_weight=337.159 3.1921 1.77362 1.41848 333.967 16.1842 13.5204 11.4528 8.49694 6.81353 3.26127 317.783 27.4434 4.70632 290.339 22.7371 21.2883 19.9976 277.911 268.379 2.23801 266.141 258.215 131.829 126.386 6.88588 124.943 26.1234 24.3431 98.8196
internal_count=4034 198 114 84 3836 189 167 141 128 117 103 3647 396 51 3251 345 338 304 3189 2882 249 2633 2593 1813 780 65 1748 376 359 1372
is_linear=0
shrinkage=0.0261565


Tree=377
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 2 2 0 1 0 1 1 0 0 1 1 0 0 1 0 0 2 1 1 0 0 0 1 2
split_gain=0.788324 0.532304 2.20135 1.39766 1.81033 1.21369 0.807081 0.624115 1.6857 1.40647 2.03601 0.61578 2.4419 1.4526 1.46623 2.97838 1.46222 1.22097 2.56121 2.21381 3.32784 1.20415 1.18975 1.11795 2.70977 2.07088 1.6394 2.17648 1.01487 1.98289
threshold=0.3055746834000001 0.31100865245000009 0.42569084760000003 0.39606598605000004 0.39718870690000002 0.31060447290000009 45.048573272350005 32.724174661450007 0.51675099550000014 0.38052752915000004 0.53043322055000008 0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.5231430197000001 43.308802343500005 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.52688542260000015 0.52432561900000019 0.36533337325000009 36.620308449100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2 8 -4 -10 -11 12 28 14 15 -13 -16 -15 -19 21 -21 -20 -17 -22 -25 -26 27 -27 29 -9
right_child=1 2 7 4 -6 -7 -8 11 9 10 -12 13 -14 17 16 22 -18 18 19 20 23 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.027767481368184712 0.014189864740103383 -0.053537682152217297 -0.049197602323167187 0.0028329061598749475 -0.030611785404274158 0.020415532348232433 -0.0084911171752266278 0.014322558457130201 -0.047434882349577219 0.031243758710896838 -0.036859422646435117 0.016001756424111467 0.021878282139939198 0.01275722229217764 -0.033431265017904388 -0.045821684397829791 -0.0067808811642175171 -0.027832718503768821 0.022664825878842779 -0.036353043417688732 0.031180214990469652 0.0030503193363719538 5.3518849602910267e-05 -0.046599085094231031 0.015551470436360858 -0.00014270619195965746 7.6138570460965502e-05 -0.033650453444463574 -0.0086673656346865045 0.0012317225448867739
leaf_weight=0.72082094219513138 1.7661535423248986 0.66217369423247774 0.68177624256350045 2.8190158958896063 2.0883533840242308 3.2862613564357162 3.404620248824358 9.0840447200462204 0.36801686137914646 1.1302562952041624 0.45692229051201128 3.373084791004656 4.4861363619565955 5.7111730405595145 2.7528771236538887 1.0627229537931269 3.4240192996803671 2.4231871677329755 4.8127557681873423 1.8985946848988522 0.84564696624874969 4.478966036811471 0.69181763677624974 0.92685931921005149 6.1109807507600626 3.2919546037446699 98.527243511314737 2.549752238439396 6.9408159821759901 153.51282732374966
leaf_count=125 27 44 19 21 174 16 28 62 4 4 109 13 30 27 44 24 37 26 17 18 3 29 38 6 34 33 1788 109 41 1084
internal_value=0.000673478 0.000734937 0.000559527 -0.0164095 -0.0113996 0.00747818 -0.000744096 0.000855293 -0.012335 0.00051899 0.011638 0.00096505 0.00205249 -0.000359408 -0.00972474 0.00103684 -0.0186582 0.000445219 -0.000113438 0.000430693 -0.000609514 0.0132099 -0.027733 -4.96188e-06 -0.000241677 0.000147234 -0.000754711 -0.014768 0.00152788 0.00196309
internal_weight=334.29 333.569 325.112 5.56954 4.90737 8.45704 5.17077 319.542 2.63697 1.9552 1.58718 316.905 174.024 142.882 11.3045 5.12763 6.1769 131.577 125.866 123.443 114.151 9.29172 1.75454 112.252 111.407 110.48 104.369 5.84171 169.538 162.597
internal_count=4034 3909 3838 239 195 71 55 3599 136 117 113 3463 1217 2246 156 75 81 2090 2063 2037 1991 46 62 1973 1970 1964 1930 142 1187 1146
is_linear=0
shrinkage=0.0272254


Tree=378
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 2 1 2 1 2 2 2 2 1 2 1 0 2 2 0 0 1 0 2 1 0 1 0
split_gain=0.493278 0.874151 0.969765 1.32212 0.914101 0.780352 0.951674 2.77533 0.729105 0.93355 0.635364 0.629289 0.858425 0.611335 0.549359 1.96222 1.66655 1.3435 1.40278 1.60097 0.774231 0.633511 0.965136 1.30616 1.25925 2.57734 1.15772 2.39949 2.26151 1.54971
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.43929822460000006 0.56719858685000013 0.56395018115000017 42.283941020600004 0.45434268435000008 39.184300550350009 0.46112391845000006 42.522337019050006 42.536568606950006 41.092444989200011 33.96174662340001 0.38052752915000004 34.466665687600006 0.36575252235000005 0.49830843385000007 33.41579758040001 32.051492741500006 0.47721625100000004 0.4778150355000001 0.34536391125000004 0.47883296910000012 40.636252116050009 0.36006406990000012 0.49787431515000008 0.36698003050000011 0.49949103320000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 14 -8 13 -10 -5 -12 -13 -7 15 17 -16 18 19 20 -1 -18 23 -23 25 -24 29 28 -28 -26
right_child=1 2 3 10 -6 8 7 -9 9 -11 11 12 -14 -15 16 -17 21 -19 -20 -21 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.032129626864125911 -0.028879067197418368 0.033348945987504097 -0.034333396945037051 0.02808268412080445 -0.00033467444854515499 0.017155502624052653 -0.035350859456489414 0.013342743613954886 0.0085757945731279039 -0.031552581207359133 -0.030948709372970326 0.03364719843811894 -0.028278533258193808 0.0022111879860967792 0.018797225723700892 0.0066844527108082035 -0.0023126899664632355 -0.054760009893619871 0.030356281122061325 -0.080144335340580283 0.015126876818656137 0.0012365311691693731 0.0041203154850654967 0.019096547104932103 0.0028966864589676888 -0.021507035192739443 -0.05401899251988216 0.00013978148653634643 -0.0027822908268849375 0.020684738480498274
leaf_weight=0.56480001765885324 1.1398787101061305 0.82971897721290622 1.3544602143811064 0.5204829032300039 2.5432220115326345 5.5428094398230296 2.0310164848342533 1.645128632429987 1.1090340316295613 0.75777215464040626 0.54920164670329519 0.43030232191085815 0.29163040270213969 3.4477271772921085 3.9729074873030177 3.3240148350596428 47.755023026431445 0.83185908943414677 0.45518900454044331 0.32510529691353429 0.5144077674485743 7.780673570930956 6.4831136837601644 5.3770680800080299 87.775568585842848 5.7499829363077879 1.24266979843378 131.955274568405 1.4488776808721011 3.9754084236919871
leaf_count=74 393 2 76 5 97 33 46 15 7 63 122 1 281 28 31 28 777 8 2 9 9 34 27 29 489 58 11 1210 32 37
internal_value=0.000624441 -0.00636537 -0.00242875 -0.0135572 0.00795125 0.000789637 0.000535042 -0.0135598 0.00813407 -0.00771308 0.00214949 -0.0084692 0.00863181 0.0114246 0.000702438 -0.00763648 0.000867707 -0.0253238 -0.0121554 -0.0259349 -0.00960467 0.000629904 0.00118801 0.00853524 0.000782891 -0.00792543 0.00125343 -0.000391499 -0.0264379 0.00366741
internal_weight=331.724 7.6589 6.51902 3.14608 3.37294 324.065 313.208 3.67615 10.8573 1.86681 1.79162 1.27113 0.721933 8.99054 309.532 6.01538 303.517 2.69136 1.8595 1.40431 1.07921 299.544 251.789 13.1577 238.631 12.2331 226.398 134.647 2.69155 91.751
internal_count=4034 977 584 485 99 3057 2926 61 131 70 409 404 282 61 2865 130 2735 102 94 92 83 2704 1927 63 1864 85 1779 1253 43 526
is_linear=0
shrinkage=0.027866


Tree=379
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 1 1 0 0 0 0 0 0 2 0 2 2 0 2 0 2 2 2 0 2 0 2 1 1 1
split_gain=0.441293 0.842715 0.540838 0.430981 0.763162 1.48655 0.743608 1.54045 2.37951 1.28024 0.958422 2.80103 1.84287 1.58005 1.4393 2.70145 1.45236 2.96108 1.44426 1.55623 1.86161 1.14741 1.01998 2.15351 1.82639 1.16683 3.56273 0.954101 0.896025 1.01444
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 42.141702038450013 42.006870117350005 0.34641178410000012 0.44805544745000009 0.54386096225000014 0.54300769440000007 0.55609113500000007 0.52507409960000018 0.53158588065000012 0.52284362740000012 42.434124620650003 0.48244064550000004 42.686561923500008 42.686561923500008 0.47754558250000007 43.157831852650006 0.50889194935000015 43.832725745850006 42.283941020600004 43.047778594550003 0.48028502140000007 43.426640904350009 0.47943175355000006 42.719328117250008 0.36042334060000009 0.45107930900000009 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=3 -2 -3 4 -1 -6 7 8 10 -9 12 -12 13 21 16 -16 17 -15 -17 -20 -21 -5 25 24 -24 26 -18 -26 -8 -30
right_child=1 2 -4 6 5 -7 28 9 -10 -11 11 -13 -14 14 15 18 22 -19 19 20 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.0010855100128186459 -0.030988958456708956 0.012626424999448582 -0.030798093574827403 0.00058350043980795582 -0.0065311043062550971 0.019760176715365806 0.023012985038739022 -0.03690945646245733 0.030552986357486708 -0.0072397182589681698 -0.03900603744142013 -0.0019096821559779341 0.030358952010976391 0.00092884366394379778 0.023983551623471291 -0.011220922279716763 0.028637299022339083 -0.045525535321664118 0.01289893224857867 0.015040093576594133 -0.041484425971434528 -0.027794332732028807 -0.032994802327561142 -0.034458791893250365 -0.0007484783738285597 0.017377129080482685 -0.037162411924438921 0.022592471217724886 0.014408780985760823 -0.035014611265964127
leaf_weight=222.52224723712425 1.1775160890101681 1.2162241376936433 0.3400013277423567 2.2029809842351815 3.1121818600222451 5.537588519975543 2.5082486900500944 1.8885602541267861 2.23096840083599 4.7019498160225339 2.358943491941317 9.4002993227913958 1.8088526055216778 3.1610688618384293 6.1191137135028866 6.2617425979115096 1.4372283965349182 2.1263251565396786 8.688770459557416 0.98705196101218406 1.1913317927392197 3.2935281507670879 1.5617342068580971 1.9349942281842221 21.625822779722515 5.2532273083925247 1.6235485961660741 1.7540919403545547 0.92090622335672356 0.66087263193912804
leaf_count=1764 555 10 314 25 22 30 11 45 6 97 169 74 40 36 64 49 4 29 80 8 37 38 82 12 264 22 52 17 4 74
internal_value=0.000617338 -0.011561 0.00313911 0.000719189 0.00143031 0.0103006 -0.000998553 -0.00156546 -0.000466568 -0.0157418 -0.00130246 -0.00935134 3.00359e-05 -0.000762488 0.000588058 0.00662401 -0.00287861 -0.0177528 0.000422501 0.00713154 -0.0158725 -0.0164206 -0.000643765 -0.00352588 -0.00112608 0.00867324 -0.00626529 0.00100269 0.0116995 -0.00624048
internal_weight=329.608 2.73374 1.55623 326.874 231.172 8.64977 95.7022 91.6121 85.0216 6.59051 82.7907 11.7592 71.0314 69.2226 63.7261 23.248 40.478 5.28739 17.1289 10.8672 2.17838 5.49651 35.1906 26.8766 24.9416 8.314 3.06078 23.3799 4.09003 1.58178
internal_count=4034 879 324 3155 1816 52 1339 1250 1108 142 1102 243 859 819 756 238 518 65 174 125 45 63 453 375 363 78 56 281 89 78
is_linear=0
shrinkage=0.0304377


Tree=380
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 0 1 2 2 1 1 0 1 2 2 2 0 0 0 2 1 2 0 0 0 1 0 0 0
split_gain=1.89235 3.53094 2.59388 1.95189 2.73392 2.12219 2.02084 1.93416 6.07061 2.15864 4.60886 3.87846 2.5101 4.60428 2.60217 2.23542 2.42586 3.22735 1.77539 3.56972 2.24419 1.93618 3.32299 1.72553 3.41304 1.64801 2.49126 1.90829 1.60696 2.26305
threshold=0.37078231190000005 0.36945001650000003 0.47883296910000012 41.872294782850005 47.927946529500012 41.741384785950011 0.42018203045000008 0.35862698720000002 38.625745710700009 41.257403903850005 0.34569324270000007 0.34545372890000009 0.48447651265000008 0.34554354660000003 39.792680591700012 42.824128352900011 41.50623664750001 0.48200652675000005 0.51191581090000016 0.50889194935000015 43.89540535710001 0.37473428940000003 47.927946529500012 0.4778150355000001 0.47769527860000011 0.47943175355000006 0.34587287805000005 0.49649711085000009 0.5231430197000001 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 23 6 -1 9 -9 12 11 15 13 -4 -14 16 -11 -18 19 21 28 -2 -23 24 -5 -12 -27 -28 29 -20
right_child=18 -3 7 4 -6 -7 -8 8 -10 10 25 -13 14 -15 -16 -17 17 -19 20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0030475185026230993 0.001238818927694479 0.0026535729359645705 0.0015373543068526875 -0.0012356110217324081 0.00053877661367658723 0.0025843086970792901 0.00028872718821391908 0.000844555437717479 -0.0027588523713229264 0.0013160615091566564 0.0028977393582425462 -0.0024683782806615259 5.1991875020394112e-05 -0.0011635386973851299 0.0028833983083506828 0.0013332946890478301 -3.6837403213927294e-05 -0.0034262513873599834 0.00032771251180069468 -0.0036586263689774414 -0.0013847168381240632 -0.0042534167870648459 0.0018762281678318283 -0.0034833083196666938 0.0029759681421610978 0.0020610644862368351 -0.00017588919270096625 0.0018864901806188844 6.1401419466545237e-06 0.0023220578174600833
leaf_weight=1.6622045039548528 4.4663979634642583 6.0158837884664527 18.670593425631527 20.119929578155286 13.016158893704413 3.4497702419757834 44.585158574860543 13.627112932503225 5.9187177047133437 4.2672850936651292 4.1661972701549521 6.4737580195069304 3.739851936697959 7.9398693889379492 12.24488305300474 8.6088414788246137 6.4423538185656053 4.030946172773838 21.001337750349197 3.4693169218953699 8.802810901834162 1.9324142725672575 1.3096282761543987 2.5034304577857247 1.8549059033393849 11.03553497046232 16.302082728594545 5.230334758758544 114.67505792659358 6.600085385143756
leaf_count=220 17 30 65 434 54 16 251 52 42 14 21 45 25 35 62 34 30 25 94 54 602 65 7 40 5 72 67 31 1503 22
internal_value=0.00023029 0.000408588 0.00034603 -4.96042e-05 -0.000561355 0.000336491 0.000168817 0.000614068 -0.000246601 0.000768186 0.00043396 -0.000433686 0.00129043 0.000731478 0.00222095 0.000130443 -0.00057205 -0.00134135 -1.35537e-05 -0.00115605 7.09753e-05 -2.97263e-05 -0.00177734 -0.00114634 -0.00088011 0.00113837 0.000913308 0.000325073 0.000161041 0.000804603
internal_weight=384.163 221.906 215.89 87.1916 37.4944 49.6971 46.2474 128.698 19.5458 109.153 66.5573 29.8232 42.5952 26.6105 15.9847 23.3494 14.7406 10.4733 162.257 11.1778 151.079 7.70844 3.24204 24.4783 21.9748 36.7341 32.568 21.5324 142.276 27.6014
internal_count=4034 1670 1640 1020 533 487 471 620 94 526 339 148 187 100 87 103 69 55 2364 143 2221 89 72 479 439 191 170 98 1619 116
is_linear=0
shrinkage=0.00297089


Tree=381
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 1 1 2 0 1 0 2 2 1 2 2 2 0 1 1 1 1 1 2 0 0 2 0
split_gain=2.40731 4.40236 3.01761 2.13582 3.70504 2.50919 2.55757 3.25414 2.28085 3.92487 2.2605 4.25428 4.91404 2.4845 2.73227 2.0749 2.02235 3.2421 2.36314 2.00345 2.71148 2.23454 3.45168 2.17107 8.60281 1.9115 1.7756 3.46304 1.76756 1.74028
threshold=0.37078231190000005 0.47883296910000012 0.36945001650000003 0.51191581090000016 0.50889194935000015 43.89540535710001 0.37413550490000008 0.38370108680000009 0.37473428940000003 47.927946529500012 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.244973486750006 37.828051409500013 0.36533337325000009 41.872294782850005 47.927946529500012 41.741384785950011 0.52366695610000014 0.39971857130000005 0.39591628995000006 0.39382054430000007 0.40509266190000009 0.41615520495000008 39.749124837650008 0.4778150355000001 0.47769527860000011 43.631818398850008 0.54646567465000018
decision_type=2 2 2 2 2 2 2 2 2 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 15 4 8 6 -5 -8 -2 -10 -9 -12 -13 14 -14 -3 18 26 -1 -15 21 22 25 -22 -25 -21 27 -18 -23 -26
right_child=3 2 -4 5 -6 -7 7 10 9 -11 11 12 13 19 -16 -17 17 -19 -20 20 23 28 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.00010818641001258413 0.001058311907481216 0.00062863257908452866 0.0022509958387902248 -0.0038567870921600396 -0.0030658142152080897 -0.0011340796535164615 0.0015337194177095074 -0.001870824932299108 -0.0036219223518447808 0.001616168498200118 0.0018679867508996928 -0.0036125151050528264 -0.00037797985523583465 0.0013600737942489815 -0.0031494705369432786 -0.00068725616515205557 -0.0010771040059874538 0.00048995923333844719 0.0021998277986395648 0.00084070067133243712 0.0013139058576975824 -0.0030451980492192296 0.001394024423248742 -0.0038743903199924051 0.00084469772387963499 -0.0030247360372192252 -0.0029149512057377439 0.0024234901618394823 0.00010772629512996089 2.1785337707888925e-05
leaf_weight=44.868467943568248 4.4967142865061742 121.91977799683809 6.5910662040114394 0.96209894865751167 3.7009351938031605 10.129113201750441 9.5820973515510541 3.5602083951234809 2.1824848663527523 1.4173675812780855 7.7738098800182334 2.2220558896660796 20.269548811484132 8.5832999609410745 2.3886236391263074 7.6499505862593642 20.585867888294167 13.16791398078203 3.4977170880883923 1.1045540887862428 10.802729487419127 3.7549568824470043 4.3160340934991837 3.0760258417576543 24.091444891877472 2.5259791798889637 2.6357953194528809 1.8502111434936512 1.4927209932357071 42.976859847316518
leaf_count=471 17 581 30 8 54 602 29 23 65 7 22 18 438 33 60 39 434 54 16 8 39 74 17 35 87 66 40 5 29 633
internal_value=0.00019043 0.000358445 0.000633235 -2.79249e-05 -0.00103425 4.6456e-05 0.00012645 0.000152253 -0.00010562 -0.00155953 5.69785e-05 0.000107676 4.36369e-07 6.44657e-05 -0.00067015 0.000550941 -7.35757e-05 -0.000494789 0.000259448 0.000226501 0.000123148 -0.000907134 -8.74798e-05 0.000291083 0.000133561 -0.00184871 -0.00101199 -0.000788424 -0.00214834 0.000317382
internal_weight=394.176 222.767 136.161 171.41 11.7975 159.612 149.483 148.521 8.09657 3.59985 138.939 135.379 127.605 125.383 22.6582 129.57 86.606 38.2398 48.3662 102.725 94.1413 13.1942 7.94657 80.9471 70.1443 3.63053 25.0719 22.4361 5.24768 67.0683
internal_count=4034 1670 650 2364 143 2221 1619 1611 89 72 1582 1559 1537 1519 498 620 1020 533 487 1021 988 194 91 794 755 74 479 439 103 720
is_linear=0
shrinkage=0.00245095


Tree=382
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 1 2 2 2 1 2 2 0 2 2 1 0 2 2 1 1 2 0 0 1 0 2 2
split_gain=3.29409 4.78591 2.47257 2.42714 2.18763 2.78663 3.13226 2.74347 1.89754 1.87454 4.23765 1.79775 4.00742 1.94229 3.79809 2.94545 3.14463 1.81175 2.87172 5.78686 1.70136 2.02264 1.63629 1.63527 2.38481 1.62144 2.21907 5.91848 1.54212 2.17735
threshold=0.39072183470000005 0.47736594710000008 0.53544804050000006 0.4662734648500001 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 43.89540535710001 39.110279783550006 41.385032804600009 0.34551360740000009 47.927946529500012 41.898943182100005 0.42018203045000008 48.226196960950006 48.96897326980001 0.32388251845000005 0.47396784530000008 39.110279783550006 42.686561923500008 0.35862698720000002 0.39193437325000008 43.631818398850008 0.53158588065000012 0.37331217625000007 0.34219035360000005 0.47464147780000004 44.421469061800003 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 -6 7 9 -4 -7 -11 13 20 14 -1 25 -17 -16 19 -19 -13 -22 -12 -8 -25 -15 -27 -28 -3 -30
right_child=2 28 3 -5 5 6 23 -9 -10 10 22 12 -14 15 17 16 -18 18 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0021109200113799903 -0.0026211785231380976 0.000510610867638016 0.0002034363954417012 -0.0014915528003603433 0.0034574948315585345 -0.0018368318165231186 -0.0022747823765112691 0.0019021421630169835 -0.0010452937322456353 0.001863407337079567 0.00072365561705055846 -0.0025475474272805779 0.0027810068849493108 0.001010419419088857 0.0014685043351658441 0.0012336855573819043 -0.0007746656800889782 0.00036073821773967946 0.00091640020338810307 -0.0029622255111227177 0.00035155481103157888 -0.0022154254213255869 -0.0025273074430570037 -0.0020921800221281473 0.0013219740826138984 -0.0022976322902018048 0.0030101173882307137 -0.0015787201293249707 -0.0016925027021264445 0.00064536460136836987
leaf_weight=2.4837588074151418 2.1740499865263727 213.29339160770178 93.09679569513537 3.9913888147566459 0.73069030046463268 2.8269434077665228 5.1453938898630422 2.6717008501291266 5.3836064715869716 3.0906004831194878 0.93239774182438884 3.360096307937054 1.0730529725551594 1.3859968204051281 6.5974803864955929 6.8435117155313474 6.2277752012014389 8.6723808627575654 13.162036862224339 2.9330364428460589 3.1664997367188334 2.1590460785664618 2.1191236954182386 1.7805455669295045 1.6472068913280962 5.4191630799323303 1.5203656330704687 5.1815384887158871 3.2335654813796273 3.4368792213499546
leaf_count=223 30 968 677 757 1 28 140 7 191 24 13 69 2 13 21 19 33 45 46 35 36 75 55 183 12 177 3 93 43 15
internal_value=0.000212204 0.000331968 -6.44844e-05 7.18096e-05 -0.000668598 -0.00046592 -0.000607743 8.3108e-05 0.000135172 -0.000458745 0.000175527 -0.000133002 -0.000947447 -1.4725e-06 0.000323417 -0.000415234 0.000276813 0.00051619 0.000262515 -0.000479074 -0.00140807 -0.000689133 -0.00153397 -0.00154579 -0.000451508 -0.00108495 -0.00132455 -0.000537716 0.00048033 -0.00048794
internal_weight=415.74 290.15 125.59 102.472 23.1187 20.9446 20.2139 11.6408 98.4804 8.96907 6.14212 70.1857 9.7587 60.427 33.8487 26.5784 13.0713 31.3649 24.7675 11.6054 8.68564 5.32555 3.05152 8.57315 3.42775 13.5071 12.1211 6.7019 219.964 6.67044
internal_count=4034 1916 2118 1625 493 463 462 127 868 120 92 890 182 708 370 338 52 147 126 80 180 111 68 335 195 286 273 96 1026 58
is_linear=0
shrinkage=0.00204504


Tree=383
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 0 0 2 2 0 0 0 2 2 0 0 2 0 0 1 1 2 1 1 2 1 0 0 0 0
split_gain=0.420422 0.80394 0.508962 0.409073 0.707195 2.11142 1.74668 1.44723 1.60002 1.63851 1.92165 2.11703 1.23385 1.05997 0.987886 3.18347 0.711974 1.82509 1.13073 1.50472 2.29789 0.975555 1.34087 0.706863 0.703353 0.701045 1.59382 1.93124 1.23501 0.813195
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 42.141702038450013 0.47997065955000012 0.4778150355000001 0.47769527860000011 47.927946529500012 42.719328117250008 0.46989611090000011 0.45798030000000006 0.37331217625000007 42.753078181500008 48.96897326980001 0.52507409960000018 0.53158588065000012 44.262924377150007 0.50889194935000015 0.50339810185000011 0.3459626957000001 0.34575312120000007 42.824128352900011 0.3453339720000001 0.37977904855000005 42.488347682450005 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.55609113500000007 0.55832160710000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 24 10 11 -10 -7 -9 16 -16 18 -18 19 20 21 -6 -23 -20 -5 26 27 -17 -28 -30
right_child=1 2 -4 4 14 12 -8 13 9 -11 -12 -13 -14 -15 15 25 17 -19 23 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0017794450868217112 -0.036903314419890178 0.014213020319233022 -0.036689130807065103 -0.010920707274398646 -0.011695075740858995 -0.049600389158557467 0.035280968324800134 0.016397293276256063 0.019614510938858912 -0.040498694458726767 0.022367834406873354 -0.038486464346093728 -0.013460256258557256 -0.0048788063427665151 -0.045556463370011555 -0.0055507647987687696 0.0065389150155677461 -0.048124319138201338 0.010680187065495022 -0.0088856242728690346 0.033902848429156182 0.022958981159111727 -0.0058362733129590184 0.034343849835106591 0.015954706603811351 0.013714517984276677 -0.043357712665447939 0.02585992943354179 0.019039529357175879 -0.016252480803347572
leaf_weight=233.54832162716775 1.1214693433284986 1.2224414059892295 0.32827277842443425 2.197353473864502 4.3828538954258027 1.8819058062508691 1.626418113708495 6.1336505487561208 1.1410422082990388 3.3614555168896914 1.8124119229614732 2.9941045831656083 3.6744689587503672 6.2060348466038704 2.2442778971162651 7.7769739562645608 2.7107630809186953 1.1443476165877653 4.3781065791845313 8.8150937501341087 3.9355459585785857 4.5131143704056722 4.0352492853999138 2.6815568732563406 3.0825031772255898 3.9297874916810533 1.7766913254745293 3.8578843921422958 1.1270274110138414 3.6319290138781071
leaf_count=1816 555 10 314 38 23 36 5 20 11 106 15 195 31 34 172 67 43 63 35 57 55 15 29 22 27 85 45 13 9 88
internal_value=0.000845849 -0.0134929 0.00343748 0.000962451 -0.00104494 -0.00522953 -0.00124615 -0.0034523 -0.0111909 -0.0202434 -0.00879551 -0.0224542 -0.0257007 0.00569684 0.00129735 -0.00436865 0.00506645 -0.00968727 0.00680361 0.00326715 0.00961857 0.00222778 0.0093662 0.0196686 0.00476978 -0.000186036 -0.00319235 0.00486439 -0.0175351 -0.00789454
internal_weight=331.273 2.67218 1.55071 328.601 95.0526 34.1113 28.555 26.9286 14.5889 9.30901 5.94756 4.13515 5.55637 12.3397 60.9412 24.3446 36.5966 3.85511 32.7415 25.6819 16.8668 12.9312 8.54836 7.05966 5.27986 22.1003 18.1705 11.6349 6.53565 4.75896
internal_count=4034 879 324 3155 1339 518 451 446 392 327 221 206 67 54 821 479 342 106 236 179 122 67 44 57 65 307 222 80 142 97
is_linear=0
shrinkage=0.036296


Tree=384
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 1 0 1 0 1 1 0 0 0 1 1 0 0 2 2 2 2 2 0 2 2 2 2 0
split_gain=0.408794 2.31414 1.34666 2.21505 2.59927 0.913358 2.76361 1.45686 1.96525 2.99878 1.01254 2.00198 1.79241 1.54508 1.8886 0.837615 0.78143 1.30954 2.42401 1.48547 2.86896 2.13796 1.91171 1.60208 1.28788 0.75856 0.757915 0.726159 1.13749 1.9775
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.3782970569500001 0.50889194935000015 0.37977904855000005 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.52688542260000015 0.52432561900000019 0.39091643965000006 0.36533337325000009 0.48537468940000006 0.48386275860000011 41.481306584950012 40.241071441700008 36.620308449100001 42.006870117350005 38.625745710700009 0.48898236580000004 43.157831852650006 42.536568606950006 37.198331469900005 35.050303764500008 0.5296248615500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -2 -4 -7 -8 -9 -10 -11 -12 -13 14 -14 -15 17 18 -1 20 21 -19 -21 -23 -22 26 -24 28 -17 -30
right_child=2 -3 5 -5 -6 6 7 8 9 10 11 12 13 15 -16 27 -18 19 -20 22 24 23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00076680998791919721 0.0070201406472132867 0.024489925866465295 -0.014542867521712067 -0.044059336803119721 -0.034917874395641972 0.02218016503122458 -0.020624412654439407 0.015700554155371249 -0.040802753870182021 0.035229129287387841 -0.044508984308269793 0.016664113173818745 -0.0014308290645773537 0.032858697380140647 -0.038234320924022992 0.0036659090345819716 -0.0090619751550383328 0.016900045931746398 -0.023746193487045472 -0.017765313231659953 0.034393898364279633 0.0045630336079118998 0.0084308698051419155 -0.025750989640690433 0.0097736595519522587 0.015697931782324745 -0.0093445770832286234 0.00057195776312247439 0.018382317488151965 -0.028957608832835536
leaf_weight=130.83301277298597 5.1735369972884637 4.2321059405803672 3.9982023118063799 1.7382467168499713 2.0073948204517365 5.5763459457084528 3.3684052368043913 7.5363528383895746 1.8044759370386589 0.78607968054711719 0.9978814572095861 5.9722759891301385 3.2359772885683915 0.7512558326125135 2.359285727259703 4.0362766395701311 7.1287674454506478 5.4710623435676116 4.0705267935991278 4.4874225780367878 5.7674942910671216 3.7289298698306084 5.254455875605343 3.1450011283159256 3.2512936182320118 4.8478703051805487 4.2428219243884087 87.638932176312665 1.1051719300448892 3.9489147567655891
leaf_count=1331 27 30 30 75 41 25 31 36 18 3 6 34 33 2 109 201 42 27 29 28 32 22 22 25 34 26 22 1549 7 137
internal_value=0.000658503 0.00162165 -0.000605899 -0.0123734 -0.00470343 0.000182564 0.000638545 -0.00033379 0.00023495 -0.000799832 -0.000148538 -0.000401247 2.37543e-06 -0.000963016 -0.0169493 -4.54227e-05 0.00109055 0.00150389 2.71642e-05 0.00645995 0.0121062 0.00230778 5.48691e-05 -0.00930642 0.0255182 0.00562935 0.000489852 -0.000300975 -0.0087168 -0.0186058
internal_weight=328.496 186.461 142.035 8.91918 7.18093 133.116 129.118 123.541 120.173 112.637 110.832 110.046 109.048 103.076 5.59526 97.4806 182.229 175.1 134.904 40.1964 21.3638 12.345 18.8326 6.87393 9.01879 14.3451 9.49728 96.7293 9.09036 5.05409
internal_count=4034 1670 2364 143 68 2221 2191 2166 2135 2099 2081 2078 2072 2038 142 1896 1640 1598 1360 238 140 74 98 47 66 70 44 1894 345 144
is_linear=0
shrinkage=0.0312825


Tree=385
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 1 2 2 2 2 0 1 0 1 2 2 0 2 0 1 1 0 2 1 2 2 1 2
split_gain=3.04148 3.83897 3.05237 2.54001 1.71445 1.78868 4.24253 1.6319 3.92223 1.582 1.68639 3.00013 2.64622 2.04588 1.86239 2.91359 2.10126 1.89631 3.5294 2.07472 1.76358 2.40944 3.01639 2.4848 1.47393 2.8278 2.80795 2.726 4.57053 1.47168
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.4662734648500001 48.86568841230001 0.39382054430000007 0.39587138110000003 0.34551360740000009 47.927946529500012 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.45540552680000007 0.5398790455000001 0.41714319930000004 40.750688432250008 40.890797847750008 0.55677973715000018 41.827117825850003 0.54228915300000013 0.4301667614500001 0.41911918805000009 0.54562737640000014 41.898943182100005 0.34536391125000004 42.488347682450005 41.741384785950011 0.34512439750000007 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 7 4 9 5 -2 -7 24 29 10 11 12 -4 -13 -12 -16 20 -18 19 -19 -17 22 -22 -24 25 27 -26 28 -1 -9
right_child=2 -3 3 -5 -6 6 -8 8 -10 -11 14 13 -14 -15 15 16 17 18 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00012311468249973968 -0.00257678357956728 0.00047893945460969131 0.002966951567065306 -0.0016793451296662051 0.0014530846996692339 0.00079522194577927633 -0.0016470582338728201 -0.00284794507443448 0.0030660119674666758 -0.0011657881642099784 0.0010147701125289017 -0.0032224441483330499 -0.00066238461764452083 0.00021242596661031371 -0.0014846391205384777 0.0011637184523938179 0.0017918277774893155 0.00015575973552950915 -0.00039880602377847298 0.0019025464465879302 0.00064465932984424297 5.0603077017434066e-05 -0.0043183686959554594 -0.0011197433529671881 -0.0026903767247723892 0.0027152176491738187 -0.00016429629554481917 0.0022426271361449465 -0.0040281346451055853 -0.00083503150414517729
leaf_weight=24.143440258922066 3.4007981372997227 212.0275260983035 1.5271460711956004 4.1805536425672463 1.5020097773522127 5.8230757284909478 10.128663541050626 3.04243654059246 1.0609659254550923 4.6390238923486313 15.38138025999069 2.8872312875464559 3.3031377366278321 1.3105830140411852 5.3107903879135838 4.4420403316617039 6.233000971376895 5.9552861899137524 14.332719609607009 8.6958227492868883 2.395231947302821 18.683544208295643 2.1585710793733597 3.0412170588970184 2.5595425581559565 2.3657440543174735 21.520639225840569 2.8341261232271782 1.4622046831063915 4.9764051903039217
leaf_count=288 90 1041 3 757 52 28 309 69 2 190 49 48 74 18 40 13 22 26 112 29 13 173 15 42 60 5 278 11 66 111
internal_value=0.00019749 0.000331244 -9.70501e-05 6.19174e-05 -0.000893447 -0.00107557 -0.00075552 -0.000158324 -0.00105368 0.000134497 0.000197555 -0.000740191 0.000485069 -0.00215006 0.000295282 0.000139956 0.000270806 0.000650947 0.000405599 0.00119252 -0.000164972 -0.00038957 -0.00147238 -0.00244758 -1.02038e-05 0.000320133 -0.0004328 0.000120899 -0.000113941 -0.00159875
internal_weight=401.325 275.993 125.332 104.477 20.8545 19.3525 15.9517 63.9655 9.07981 100.297 95.6577 9.0281 4.83028 4.19781 86.6296 71.2482 65.9374 35.2168 28.9838 14.6511 30.7206 26.2786 7.59502 5.19979 54.8857 30.8055 24.0802 28.4398 25.6056 8.01884
internal_count=4034 1931 2103 1624 479 427 337 890 182 867 677 143 77 66 534 485 445 189 167 55 256 243 70 57 708 370 338 365 354 180
is_linear=0
shrinkage=0.00227998


Tree=386
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 2 2 2 1 1 0 1 2 0 1 1 1 1 0 2 2 0 2 2 2 1 2 0 2
split_gain=2.47995 3.71601 3.50356 1.85705 2.43884 3.67356 3.72748 2.48414 5.03681 2.62088 2.56645 1.74998 2.55079 2.22568 2.46392 1.73612 3.48118 1.68945 2.38989 1.68247 1.39324 1.33928 2.59099 1.54787 1.24961 2.13971 1.06124 2.35138 1.19288 2.94638
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.5398790455000001 0.41804137600000008 38.969453495950006 47.709122305950011 39.952536079750011 39.458743938000005 0.45206730335000006 0.42039160505000012 0.54136103710000005 0.4349121284000001 39.110279783550006 0.56915960600000015 0.39587138110000003 0.39382054430000007 0.42114008565000011 0.42473279245000012 0.54300769440000007 42.865207177650007 43.631818398850008 0.53475943835000017 36.728658719300007 44.421469061800003 47.927946529500012 0.34551360740000009 42.686561923500008 0.42569084760000003 44.952171034750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 15 -4 5 -5 -7 8 10 17 -6 -12 19 14 -14 16 20 -9 -19 -13 -2 23 -23 -17 -3 -26 28 -28 29 -1
right_child=2 24 3 4 7 6 -8 9 -10 -11 11 12 13 -15 -16 21 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0023439289986505003 -0.003091412483673151 0.00058251416963119094 0.0009233911223929459 0.00064285594642023364 -0.0043373971277954025 -0.0039930849759167355 5.9102201618367148e-05 0.0018336045303094196 -0.0045716622339107482 -0.0010231345398869557 0.0035164730876576216 0.00081230057132834375 0.00046169780395500278 0.002425355634350789 -0.0031637330148695099 -0.00026468379023351918 0.0010667652300258958 -0.0014917695534093771 0.00076237770777968529 -0.0031863323414215152 0.00088486507344658647 -0.0016313813639166736 0.0043038130214202858 -0.0031127152676834382 -0.0022523127231654583 0.00082736176114410075 -0.0033345398764448217 -8.1683873505699708e-05 0.00020381466361180857 7.2488093885948022e-05
leaf_weight=5.4570599319413331 3.1323067033663414 205.45206560194492 17.634463831782341 4.8762646503746492 1.0512877963483394 4.4331360431388021 2.7657797141000628 8.7010792279615981 2.1955465682549393 7.2577091903076498 1.0392451286315942 1.0944136977195769 7.4058004077523929 3.206737636239267 1.7362072471296413 1.8673157263547162 5.8871578294783831 4.0586251784116056 27.037088145618327 2.8336693905293941 0.83803468942642201 2.6116216995287682 0.69970059394836415 6.1382912427652627 3.1759270522743455 3.6242919117212296 2.540092436131089 4.8524854690767825 34.831861713901162 12.362732795998452
leaf_count=349 79 989 71 34 15 46 49 34 48 611 2 4 50 26 335 20 33 34 197 68 12 194 1 140 50 17 69 107 269 81
internal_value=0.00023014 0.000374086 -0.000100624 0.000119059 -5.89251e-05 -0.00119283 -0.00243626 0.00014357 -0.000650631 0.000490637 -0.00018193 7.03556e-05 -0.000149673 0.000461895 -0.000226827 -0.00111038 -0.000269996 0.000766702 0.000468165 -0.00207226 -0.00225212 -0.00184239 -0.000377242 -0.00244841 0.000544278 -0.000610948 -0.000227532 -0.00119937 -9.1081e-05 -0.000667506
internal_weight=390.798 272.297 118.501 97.3271 79.6926 12.0752 7.19892 67.6174 20.5629 47.0545 18.3674 17.3161 16.2768 12.3487 9.14201 21.1744 9.8575 39.7968 31.0957 3.92808 3.97034 11.3169 3.31132 8.00561 212.252 6.80022 60.0442 7.39258 52.6517 17.8198
internal_count=4034 1931 2103 1624 1553 129 95 1424 548 876 500 485 483 411 385 479 124 265 231 72 91 355 195 160 1056 67 875 176 699 430
is_linear=0
shrinkage=0.00273913


Tree=387
num_leaves=31
num_cat=0
split_feature=2 0 2 2 0 0 2 2 2 0 1 0 2 0 2 2 0 0 0 1 0 1 0 0 1 0 0 0 0 0
split_gain=0.412368 0.961321 0.890283 1.1384 0.768069 1.81893 0.852674 2.39751 0.906483 2.40636 2.94549 2.64233 1.1153 1.83961 0.852315 0.849337 2.1991 2.10479 1.22828 1.60885 1.14717 1.04425 0.778347 0.767385 0.74753 1.68993 1.67029 1.65589 1.33382 2.20853
threshold=42.779078631750004 0.42314601355000009 43.018222997350009 43.047778594550003 0.55769288345000012 0.54228915300000013 47.927946529500012 45.295823381400005 48.96897326980001 0.39606598605000004 0.31100865245000009 0.45350438610000005 49.122847560300009 0.48119816770000007 43.847983878700006 44.756878345700009 0.47769527860000011 0.4778150355000001 0.37331217625000007 0.35471991855000007 0.48271009850000007 0.36160593995000007 0.54386096225000014 0.55538756325000016 0.35471991855000007 0.48447651265000008 0.48028502140000007 0.49336846205000007 0.49053920540000012 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 15 -8 -10 -11 -12 -13 -14 -7 16 -5 -18 -17 -20 -19 -22 -16 -24 27 26 -26 28 29 -3
right_child=2 24 3 4 -6 14 8 -9 9 10 11 12 13 -15 22 18 17 20 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.021744944411560347 -0.011454119053327785 0.0019245905125322867 0.022236974294004019 -0.02348069361758422 -0.016966047828149231 0.031580504140082198 0.010151949470776456 -0.031925127536739241 -0.038101350364435453 0.024450555845906739 -0.047615426083092181 0.033846043465320753 0.036036321264212967 -0.034417785489081816 0.023055731353163696 0.045809377895458692 0.033992996300074518 -0.015091015425955234 -0.031321174557183321 0.020149174147022237 0.0083202744383601701 -0.0075822526193243013 -0.031894234893633883 0.01196435351039634 -0.0033554029594252033 0.00030240297555161644 -0.052384977973661623 0.0200168095731682 -0.013349610401005208 0.019727858325516989
leaf_weight=1.5347560243681062 6.7171229283558196 103.00952835846692 1.8291936507448543 4.1260807648068392 2.4317731296760021 1.9739706851541985 8.1798683991655725 2.5290403712424441 1.4015681743621815 3.0667186677455902 1.2828460335731509 0.74055501818656955 0.47463586926460244 0.90970506664598361 1.2137176282703879 0.70227771997451727 1.406131505966189 4.7738555967807796 0.79397310875356231 1.4345631576143203 7.9392047524452192 6.1805346798500977 0.6427166126668451 0.70295753702521324 1.3694171509123401 145.23787237775105 1.0205598747124893 4.6242189630866042 4.4018887951970092 6.2181764729320994
leaf_count=261 99 626 14 171 422 7 36 152 13 9 11 2 1 60 5 1 4 35 24 64 39 110 34 7 54 1666 12 39 22 34
internal_value=0.000656364 0.00114881 -0.00148655 -0.000263346 -0.00104127 -0.00027405 -0.00200399 -0.00490084 0.00338808 -0.00363673 0.00382405 -0.0147383 0.00511035 -0.0102619 0.0172573 -0.00240252 -0.00417317 -0.000248758 0.0123542 0.00181154 -0.00279716 0.00135937 0.00621031 -0.00898325 0.00128096 -9.57583e-05 -0.0242918 0.00299966 0.00230714 0.0029381
internal_weight=328.869 267.416 61.453 54.7359 52.9067 50.4749 45.9416 29.8857 16.0559 7.87603 6.47446 3.40774 2.1249 1.38434 4.53336 27.3566 24.4258 20.2997 2.93081 2.22854 18.8936 14.1197 2.55939 1.34567 265.882 147.628 2.38998 118.254 113.63 109.228
internal_count=4034 2714 1320 1221 1207 785 732 600 132 96 83 74 63 61 53 448 359 188 89 88 184 149 46 41 2453 1732 66 721 682 660
is_linear=0
shrinkage=0.0290103


Tree=388
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 1 2 2 2 0 0 2 1 1 2 2 1 1 0 0 1 2 1 2 2 2 1 2
split_gain=0.382708 0.79891 0.904471 1.18921 0.807219 0.595951 0.812652 1.46692 1.72719 2.19494 1.45936 1.83765 2.17863 2.28893 1.26474 2.88516 0.820126 0.929161 0.693249 0.676558 2.38515 2.42977 1.20008 0.602229 0.593945 0.879142 0.609382 0.571067 0.544911 0.602725
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.43929822460000006 0.56719858685000013 0.54646567465000018 0.46280051495000007 41.827117825850003 42.310579034350006 38.748048509250005 0.55257327625000008 0.55832160710000012 40.844669808050007 0.45206730335000006 0.40955360615000008 43.384297312450009 43.572676689450006 0.43401395170000007 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.42039160505000012 42.006870117350005 0.45434268435000008 39.184300550350009 41.092444989200011 49.835088602800006 0.46112391845000006 42.522337019050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 18 8 10 -10 14 -12 -13 -14 15 -8 -11 -18 19 22 21 23 -1 -21 26 -26 -7 -19 -5 -30
right_child=1 2 3 28 -6 24 7 -9 9 16 11 12 13 -15 -16 -17 17 27 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00079691838540862469 -0.027400952395016769 0.031161520650723053 -0.032319834362187584 0.02577812461735219 0.00025698047994461852 0.015104458261388367 0.023000225340340571 0.0141958843856771 0.019308045281838923 -0.018199995458335227 -0.037648018478214806 0.0033931971616120655 -0.03984894515433151 -0.0043299379452903649 0.019134290359809042 -0.028352846953616534 0.026993790954388072 -0.027997344308483156 0.014640338091166018 -0.042138858347647752 -0.024975353440874145 0.021847301383139284 0.018320915559215608 -0.0065582498544304105 0.0078568182655343512 -0.029812687825171186 0.00075607915420973309 0.0059845595479251527 -0.029532733959582353 0.0094666752564610008
leaf_weight=268.52863603379228 1.0040809484635236 0.77261522412300143 1.2420754805789331 0.48025722999591369 2.534729125793092 5.484894869849084 1.2394909486174683 2.8296327490825197 3.6434028446674329 2.5539785921573639 2.2341950610280028 4.1291399616748077 2.6001769555732608 2.4867548160254955 1.7543777246028183 2.0085582435131073 0.78268933668732676 0.61941120750270762 2.5467650557402512 0.59409265522845023 3.0349280163645744 2.5020883977413177 2.7660639882087699 0.75913963944185525 1.10603667795658 0.71443371707573522 3.3344098613597453 0.78625522740185261 0.50064432882936649 0.62326847965596244
leaf_count=2451 393 2 76 5 97 33 3 14 15 27 29 30 39 15 14 72 4 36 61 12 22 9 9 38 7 63 28 26 122 282
internal_value=0.00054355 -0.00550936 -0.00193731 -0.0128761 0.00747646 0.000679347 0.000466863 -0.00386112 -0.00591821 0.00385844 -0.0109012 -0.0161117 -0.0108908 -0.0224854 0.0010253 -0.00875596 -0.00801106 0.00388021 0.000893416 0.000767564 -0.00742318 0.00639399 0.000975589 -0.0221788 0.00683832 -0.00692637 0.00967961 -0.00898967 0.00217871 -0.00790552
internal_weight=326.197 7.15767 6.15359 2.84625 3.30734 319.04 308.4 27.6681 24.8384 8.38574 16.4527 11.4503 9.21607 5.08693 5.00243 3.24805 4.74233 2.18836 280.732 278.185 6.89025 3.85532 271.295 1.35323 10.6398 1.82047 8.8193 1.40567 1.60417 1.12391
internal_count=4034 977 584 485 99 3057 2926 324 310 108 202 113 84 54 89 75 93 66 2602 2541 81 59 2460 50 131 70 61 62 409 404
is_linear=0
shrinkage=0.0264688


Tree=389
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 2 2 1 0 2 2 2 2 0 2 0 0 2 1 1 1 0 2 2 1 0 0 0 1
split_gain=3.39845 4.21912 2.84462 3.23519 2.768 2.30743 1.75254 4.46899 3.42188 3.54946 2.13602 1.74093 1.59033 4.25293 1.77738 1.50762 1.6885 2.21533 3.05073 1.485 1.86342 1.47151 2.14634 3.7355 1.37763 2.5284 3.84896 5.37523 4.41325 3.97574
threshold=0.39072183470000005 0.47736594710000008 0.52770875125000016 39.110279783550006 0.39091643965000006 0.4662734648500001 47.927946529500012 41.872294782850005 0.34551360740000009 0.42018203045000008 48.96897326980001 37.198331469900005 42.488347682450005 42.719328117250008 0.37331217625000007 42.599563320500003 0.55769288345000012 0.54228915300000013 43.631818398850008 0.44805544745000009 0.45107930900000009 0.32388251845000005 0.47396784530000008 38.400997490450003 37.784765830350004 0.35651627195000007 0.5216909673500002 0.51675099550000014 0.50339810185000011 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 11 7 8 9 -1 -8 -4 -9 -14 -15 -13 17 18 -17 -18 -21 -11 23 -23 -3 -26 27 28 -27 -30
right_child=2 24 5 4 -6 -7 10 12 -10 21 -12 15 13 14 -16 16 19 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0018643129407956798 -0.002671132870728237 0.00075272051667578963 -0.00061005969385217779 0.0020463372739084672 -0.00087138956728111268 -0.0013652806136808309 0.0011427463119826769 -0.0021240457144584921 -0.0022232613651846892 0.0012377936399599328 -0.00027095570621064289 0.00024145873401159871 0.0011524803972297439 0.00081175303338892652 -0.0014143765946231866 -0.0026146704378259642 -0.0020909856059898213 0.00076669259471894154 -2.4863569708437617e-05 0.001060317057271071 -0.0020423372276888508 0.0004544723431062321 0.00075791210440574318 -0.0017806937396716231 0.0004825250902275015 -0.0010359739615670976 0.00082774117507700324 -0.0019849913201743195 0.0015852899049269824 -0.00012318316940852976
leaf_weight=2.3052547136321691 2.6869290494360012 33.342016376554966 11.26135313278064 1.2763921022415159 6.0233470986131579 3.7872304160264312 7.2071410715579969 3.1373498211614814 1.8676382440607984 6.1450044214725521 6.6622480005025864 84.080741429701447 3.143280171789228 1.2941400632262219 11.35738618345931 1.9093919917941109 2.7581294989213339 6.8057471383363 6.4517528992146254 1.5489701330661776 1.053454222390428 6.7169238571077603 12.221037227660416 3.7877100929617882 131.13665064331144 9.2736184559762496 13.033184165135024 5.3154329713433972 6.7783894985914257 12.638202436268328
leaf_count=223 49 127 165 4 256 757 20 76 51 21 34 538 24 11 304 23 91 55 88 10 82 38 46 42 620 68 57 37 31 86
internal_value=0.000180665 0.000293102 -5.98861e-05 -0.0009827 -0.000361212 1.71328e-05 -0.000104746 -0.000256422 0.000143043 0.0002848 0.000463666 6.23174e-05 -0.000953637 -0.000721157 -0.00118666 0.000134701 -0.000302583 4.29037e-06 -0.000616285 -0.00117083 -0.000195629 0.000456402 0.000245114 -0.000351473 0.000416952 0.000354119 -3.85456e-06 -0.000322576 -1.45809e-05 0.00047325
internal_weight=407.006 277.363 129.643 9.98667 7.29974 119.657 65.8451 51.9757 33.0436 31.1759 13.8694 115.87 18.9322 15.7948 12.6515 104.608 20.5274 15.1669 8.36114 5.36055 2.60242 28.8707 22.7257 10.5046 211.517 178.175 47.0388 34.0056 28.6902 19.4166
internal_count=4034 1916 2118 309 260 1809 890 836 421 370 54 1052 415 339 315 887 349 166 111 183 92 147 126 80 1026 899 279 222 185 117
is_linear=0
shrinkage=0.00179978


Tree=390
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 2 2 1 2 2 2 0 0 1 2 2 2 2 1 0 0 2 1 1 2 2 2 0 1
split_gain=2.02635 3.99433 1.96222 1.55558 1.54681 5.33171 2.83541 1.8894 1.58211 3.01119 1.99937 1.72532 3.91994 3.1693 1.60274 2.63161 2.04073 1.79921 3.43315 3.15744 1.48552 2.0089 1.8927 2.86654 1.37829 1.70062 3.7374 2.06321 1.83512 1.90194
threshold=0.47721625100000004 0.37078231190000005 0.50278434775000014 0.4662734648500001 38.625745710700009 0.35651627195000007 37.038444968100009 41.965809985500009 0.34575312120000007 42.779078631750004 43.384297312450009 41.218101594450012 0.47943175355000006 0.4778150355000001 0.34545372890000009 41.770271989050009 42.536568606950006 42.824128352900011 42.283941020600004 0.34515433670000012 0.47961138885000004 0.48244064550000004 42.622319549950006 0.34641178410000012 0.34512439750000007 39.952536079750011 41.32819714970001 41.571132012400007 0.46898296455000005 0.34219035360000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 4 -3 6 8 -2 -7 11 20 -11 12 -6 -13 17 -16 -17 18 19 -15 -10 -22 23 -23 25 28 -27 -28 29 -1
right_child=1 3 -4 -5 5 7 -8 -9 9 10 -12 13 -14 14 15 16 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00055137082476939495 0.00040906621095976954 4.9492991257733536e-05 0.0017177937739656756 -0.0019463329479217232 -0.00050808790616677882 -0.0030689500985329921 0.0026328825469112624 -0.00016750518602762638 0.0026162464291598891 -0.0018262294377390975 0.0008200203029764256 0.0015619490005830956 0.001450717089110105 -0.001215235277904536 -0.0034333611621514683 0.001212198524833984 -0.0018126203526885164 0.0010072746009169272 -0.0028543769906853012 0.0013952105292864042 -0.00063672612040684324 -0.0003518318268241399 0.0029343332911578915 0.0017861169966820491 -0.00097377608550339276 -0.0033767605861442659 0.0027340518262769331 -0.00029256026017685064 0.0018855349361965987 -0.0023701734487893188
leaf_weight=9.4635213084984589 11.02565757930279 156.43264524335973 11.784954398870466 3.0584122136060605 11.779757373034952 4.2412853986024848 7.3333761096000663 2.9046918861567974 5.875609438866376 4.2747617177665216 4.5039021074771881 7.9764694795012465 23.509717635810375 7.0166977681219631 3.1009104251861555 3.3026861380785704 3.5600715465843678 8.8890576027333719 3.8059726580977431 7.2228913307189941 4.4052043631672886 7.4792032465338769 4.9234748035669318 13.535334587097166 14.495154467062092 2.9317063968628672 1.8633498605340744 24.193680308992043 6.2676318287849417 2.0895846057683221
leaf_count=148 48 1597 64 757 47 32 28 20 32 29 22 29 84 36 20 16 26 43 30 25 18 32 53 64 309 53 9 300 23 40
internal_value=0.000234843 0.000322785 0.000628671 1.12209e-05 0.000543481 0.000438874 0.00129735 -0.00188957 0.000571814 0.000987724 -0.000468568 0.000338357 0.000796861 -2.22106e-05 -0.000364666 -0.00131438 -0.000356933 -1.3345e-05 -0.000516092 0.000108888 0.0013407 0.0010937 0.00138759 0.00102521 -0.000226985 4.26806e-06 -0.000409928 -7.61259e-05 0.000678034 2.29576e-05
internal_weight=383.247 321.943 162.452 159.491 150.667 132.308 18.359 7.14598 125.162 44.9975 8.77866 80.1642 35.2895 44.8748 36.8983 9.96367 6.86276 26.9346 18.0456 14.2396 36.2188 30.3432 25.938 21.0145 61.3046 46.8095 28.9887 26.057 17.8207 11.5531
internal_count=4034 3152 798 2354 734 658 76 52 606 250 51 356 131 225 196 62 42 134 91 61 199 167 149 96 882 573 362 309 211 188
is_linear=0
shrinkage=0.00277154


Tree=391
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 1 1 2 2 0 1 2 2 2 2 2 0 0 2 1 2 2 0 1 1
split_gain=3.27037 3.91986 3.27641 1.80513 3.11699 2.79434 3.33864 2.55637 1.97101 2.34925 1.73333 1.72126 1.69996 3.91429 1.95779 2.50629 2.25911 5.97528 1.82473 1.65948 1.82544 2.51024 2.76467 2.39953 1.65146 1.60117 2.57528 3.36005 1.72349 1.54705
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 0.53043322055000008 43.631818398850008 0.53158588065000012 0.4662734648500001 0.34512439750000007 39.952536079750011 41.32819714970001 0.46898296455000005 0.34219035360000005 39.458743938000005 37.311503175250003 41.571132012400007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 0.39408999735000005 37.198331469900005 35.050303764500008 0.54386096225000014 0.45628873390000008 0.33204095685000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 -5 6 7 24 -7 -10 25 12 14 -14 15 16 17 29 -15 -13 -21 22 23 -22 -6 26 27 -4 -28 -1
right_child=2 -3 10 4 5 8 -8 -9 9 -11 -12 19 13 18 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00047187118993597505 -0.0034645421970898407 0.00057457999928938678 0.0036144294675343656 0.0046532095839413035 -0.0031522934828150419 -0.0030673141196781231 0.0025915372912948182 0.0019063599222342838 -0.0027759610432977521 0.0019966714041905931 -0.0019387281433948041 -0.0033716351032722692 -0.003261419261816779 0.0026211561520109849 0.0019169857319492551 -0.0026655103358878582 0.0035543274875878775 -0.004616300224358454 -0.00022445857584032879 0.0013802221357222275 -0.0030548398649928631 -0.0049685379929427084 0.0019885672359399131 0.00035859117171978814 0.00044854863405739448 0.00025869149408154696 -0.0038708821489077377 -0.0011764855898906581 0.00015425357117586987 0.0021990735378840643
leaf_weight=2.6134217944927531 2.1833973340690163 218.82006662432104 1.5713182091712932 0.73401772975921886 3.2550150658935326 5.883867242606355 2.6211864948272705 1.5831843912601469 1.5189241375774147 1.5408540414646266 3.0705577738699494 1.9549711442086835 3.1051620314829078 1.8009208049625183 6.308282244950532 2.0913898877333841 1.6221266388893116 1.6424560779705641 23.211199066136032 2.5485148448497048 3.5997529777232522 1.1602195557206876 2.1257236301898956 2.6529997438192368 1.3308254983276127 83.009170850971714 2.6387398026417945 3.5128427788149565 1.1254162432160226 4.181820560246706
leaf_count=91 29 1056 3 1 93 140 7 6 183 12 757 48 53 9 23 40 3 33 300 60 113 12 13 56 8 724 50 74 16 21
internal_value=0.000245453 0.000404814 -0.000139839 -0.0011229 -0.000846054 -0.00107367 1.67458e-05 -0.00107727 -0.00214539 -0.000372542 7.40218e-05 -0.000207999 4.39705e-05 -0.000377586 0.00068608 4.70579e-05 0.000610988 4.51382e-05 -1.95688e-05 -0.00104376 -0.000667256 -0.00121429 -0.00069442 -0.00160654 -0.00210732 0.000141303 -0.000959961 0.000304202 -0.00266744 0.00117184
internal_weight=395.018 279.439 115.579 20.6513 18.4679 17.7339 8.79021 6.16902 8.94365 3.05978 94.928 60.619 46.5768 28.1173 18.4595 12.1512 10.0598 8.4377 25.0121 14.0422 12.0872 9.5387 8.37848 6.25275 4.58584 91.8575 8.84832 5.08416 3.76416 6.79524
internal_count=4034 1931 2103 479 450 449 114 107 335 195 1624 875 573 362 211 188 148 145 309 302 254 194 182 169 101 867 143 77 66 112
is_linear=0
shrinkage=0.00272331


Tree=392
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 2 2 1 1 0 1 1 2 2 1 2 0 1 1 0 0 0 0 0 1 1 0 0
split_gain=2.95966 4.00255 2.69888 2.47828 3.14769 2.58258 2.39065 3.25598 2.33653 2.45272 6.86842 2.91812 3.16357 2.32191 1.99598 1.85316 1.68681 3.21797 5.57454 3.3055 7.05696 2.71136 1.71456 6.923 1.86706 1.68487 4.25194 2.3087 1.90254 3.23125
threshold=0.39072183470000005 0.47883296910000012 0.53544804050000006 41.872294782850005 44.262924377150007 41.741384785950011 0.39587138110000003 37.784765830350004 43.89540535710001 0.40509266190000009 0.41615520495000008 0.54646567465000018 0.42209814075000007 0.39476362980000007 38.625745710700009 41.385032804600009 0.35862698720000002 37.784765830350004 0.50339810185000011 0.37286308795000006 0.37668033890000002 0.49336846205000007 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.45798030000000006 0.34398670700000006 0.34509445825000007 0.4778150355000001 0.4764977096500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -1 7 -2 9 -4 -11 -12 -13 15 -14 -9 21 -18 -19 -20 -21 -3 23 -22 -24 -5 -27 -28 29 -29
right_child=2 16 8 4 -6 -7 -8 13 -10 10 11 12 14 -15 -16 -17 17 18 19 20 22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=0.00014536559311956949 -0.0032978909033785963 0.0006228139032093033 0.001065016269991604 -0.0027715374403582808 0.00016538782049918356 0.0022428548430247562 -0.0016172832207483113 0.00064243704336072955 -0.0014419616864941524 -0.0029073927049191287 0.00084392123143647803 -0.002877815220908637 -0.0011360977974413282 0.0023704464494296623 0.00019276007473239051 -0.0017881738971355615 0.00091290299381650982 -0.0022081019693749784 0.0016355078075351466 -0.0029361077821783996 0.0013150619375358781 0.0017958605382594704 0.0019520067305846141 -0.002602339347131593 7.2174993948615474e-05 0.002712670421918713 -0.0033552180827564572 -0.0027102969819201915 -0.0028710814947367634 0.00057981032472968741
leaf_weight=46.993061623943504 1.6069699348881865 100.74977092072368 15.522493183612822 3.4195030173286822 19.485007856041193 3.7430190993472925 11.423685361398382 5.0829662876203638 5.5507430423749602 4.499743098858743 26.0673783197999 2.3993967175483695 7.9519407906336701 2.6794767826795578 41.585990841616876 2.9149031285196543 28.406364589929581 6.5371299777179948 7.7647643722593775 4.5227061510086086 6.3743921816349047 13.156636819243429 6.1301119700074178 4.5775703452527523 6.3553504515439272 1.722297173924743 2.6934997253119937 2.44481462985277 2.1879580486565819 6.320711312815547
leaf_count=472 23 453 52 156 187 16 355 40 422 45 98 39 393 7 576 68 107 51 38 51 30 73 19 33 38 9 43 60 32 48
internal_value=0.000228758 0.00037119 -7.73795e-05 -5.20942e-05 -0.000518974 0.000300106 -0.000817035 -7.28509e-05 9.19209e-05 0.000178777 1.20383e-05 0.000180447 -0.000152551 0.000412527 -2.05512e-05 -0.000243423 0.000575315 0.000280363 -0.000144797 0.000232757 -0.000156798 0.000758305 0.000379523 -0.000322287 0.000995135 -0.0012287 -0.00088543 -0.00133952 -0.000843856 -0.000337842
internal_weight=400.87 273.585 127.286 89.0099 38.2738 50.7361 23.708 12.2843 103.578 98.0269 82.5044 78.0047 51.9373 10.6773 49.5379 7.99787 184.575 70.6684 42.262 35.7249 27.9601 113.906 23.4374 10.952 12.4855 18.7888 15.3693 13.647 10.9535 8.76553
internal_count=4034 1916 2118 1023 535 488 493 138 1625 1203 1151 1106 1008 115 969 108 893 367 260 209 171 526 120 63 57 348 192 183 140 108
is_linear=0
shrinkage=0.0024302


Tree=393
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 2 0 2 2 2 2 1 1 0 2 0 1 0 2 2 2 0 1 1 2 2 0 2 2
split_gain=3.0812 4.42985 2.87682 1.99675 1.85698 2.48862 1.80493 3.27029 2.90316 2.60809 1.54724 2.7083 1.96199 2.97818 3.16655 1.78315 2.30307 1.53465 2.17359 3.95178 1.46142 3.52308 2.72828 1.67868 3.35937 1.2999 2.12648 1.58513 1.22709 2.03834
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.4662734648500001 0.34551360740000009 42.686561923500008 41.898943182100005 0.42018203045000008 48.226196960950006 48.96897326980001 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53475943835000017 0.32388251845000005 0.47396784530000008 38.400997490450003 36.728658719300007 35.050303764500008 0.54386096225000014 0.46280051495000007 0.45368402140000008 42.488347682450005 42.719328117250008 0.37331217625000007 44.421469061800003 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 20 6 -6 7 -1 25 -10 -2 -12 13 14 -13 -14 -17 -9 19 -19 21 22 -4 24 -22 -8 -27 -28 -3 -30
right_child=2 28 3 -5 5 -7 8 17 9 -11 11 12 15 -15 -16 16 -18 18 -20 -21 23 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0022541858204941641 -0.0027412169356018094 0.00053071861599014183 0.0027870568717464871 -0.0015382032689768522 -0.002681053654459017 -0.00025781923885855333 -0.0025837600940421617 0.0015183625904121429 0.001248412501309884 -0.0007355785761895135 0.0035354310252014775 -0.0025475849292467601 -0.0024257228096110964 0.0013921146295014419 0.0012864551772812094 -0.0013139681826330385 0.003290924445649272 0.00057203209373562016 0.00090203329607260545 -0.0021558815618182782 0.0002414457749675429 -0.0030456789204216217 -0.00082717460563837362 0.0015499992150972038 -0.0018540018707318788 0.0010722860874937872 0.00080424640561852954 -0.0018287333494492949 -0.0018332896054477975 0.0007207291883070474
leaf_weight=2.161067922133955 1.8808455793187047 211.39352095499635 1.4301160573959339 3.5367600237950674 3.0377081353217346 6.1678588599897921 2.5521492231637266 6.0955382585525539 6.6484979316592199 6.1030023396015167 0.71255826950073498 3.0651517510414141 4.9012482275720677 3.659499878063798 1.561540253460407 2.3212493120227013 0.67276197671890248 6.9504499398171919 12.719876445829867 4.0284773483872414 81.303863596403971 2.3042812487110496 3.358831882243976 4.3009007265791288 3.8481350939255199 2.1960944002494198 1.3277638815343378 6.3477335553616285 2.8154179751873007 3.2136353328824043
leaf_count=223 29 982 3 757 69 113 60 21 19 33 1 93 140 15 6 194 1 38 46 42 571 45 74 22 152 20 11 195 43 16
internal_value=0.000227598 0.000351673 -6.86166e-05 7.90498e-05 -0.000144037 -0.00105745 3.14312e-06 0.000348877 -0.000435703 0.000298853 -0.00085578 -0.000645871 -0.000829997 -8.51343e-05 -0.00125357 -0.00161174 -0.000279237 0.000537684 0.000285445 -0.000428916 0.000138294 -0.000819179 0.000252138 0.000214218 0.00014675 -0.00118964 -0.00082921 -0.00137326 0.000502915 -0.000471934
internal_weight=402.617 283.759 118.858 100.083 66.3362 9.20557 57.1307 31.9554 25.1752 12.7515 18.7749 16.894 16.1815 8.28619 4.62669 7.89526 2.99401 29.7943 23.6988 10.9789 96.5461 7.09323 4.78895 89.4529 85.152 12.4237 9.87159 7.6755 217.423 6.02905
internal_count=4034 1931 2103 1624 890 182 708 370 338 52 479 450 449 114 99 335 195 147 126 80 867 122 77 745 723 286 226 206 1041 59
is_linear=0
shrinkage=0.00219145


Tree=394
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 2 1 1 2 2 1 1 2 2 1 2 1 2 1 0 1 2 0 0 1 2 2 2 0
split_gain=2.59962 4.0294 2.8782 3.48973 2.77772 2.08354 1.66524 1.57738 1.56169 2.3107 1.54987 1.53272 1.77226 2.32864 1.5134 3.225 3.44623 2.91772 2.84856 2.03106 2.20225 2.93922 2.0353 2.0141 3.49609 2.62082 2.93926 2.19674 4.81152 2.9942
threshold=0.39072183470000005 0.47736594710000008 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 41.385032804600009 0.4662734648500001 0.34551360740000009 42.686561923500008 35.171584490050009 0.34536391125000004 0.34512439750000007 41.741384785950011 40.636252116050009 0.37286308795000006 42.660927378600007 0.34575312120000007 40.316494640950005 0.34587287805000005 0.5017514446000001 0.35275889945000011 42.779078631750004 0.4778150355000001 0.47916230050000003 0.34551360740000009 41.770271989050009 41.50623664750001 42.824128352900011 0.48200652675000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 -5 -7 -4 10 -10 -1 12 -12 -14 18 17 -17 23 -3 -19 21 22 -21 -16 -25 27 -27 -26 29 -29
right_child=2 14 7 4 -6 6 -8 -9 9 -11 11 -13 13 -15 15 16 -18 19 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0013552439587769007 -0.0039184725959149746 0.00060957385347704541 9.7925925789015987e-05 0.0024051147510189318 -0.0026893408262657942 0.0011079965561501316 -0.0032378616626375042 -0.0016593320474500651 -0.0031279416054592873 -0.0002912459892576461 -0.00012591979173887758 0.0016095751888713485 -0.0043783019054308269 -0.00030840400719520772 0.0012979454633553456 -0.0033308701989952501 -5.1403402341804258e-05 0.0020180563109006991 0.0018941556641720399 0.0010957467675148183 0.0018697873660911486 -0.0014085945260479944 -0.00043692162053735761 -0.0018250484647432327 0.0013111168922942654 -0.002738169083050147 0.00011669415530197334 -8.7434923564661993e-05 0.0013476415771010333 -0.0029113610609244542
leaf_weight=4.7978122228523707 2.6147418899927271 79.42015653476119 108.60638769879006 2.2982941567897797 2.3999152332544327 1.163588982075453 1.1246806615963576 3.4175613948318633 2.7354040052741748 5.8372496203519404 43.306589725892991 2.9855337869375935 1.5225273827090853 2.273508932441473 7.6123302169144145 2.9708960205316526 6.9187100511044264 8.9954685755074006 13.034546595066784 22.254542604088787 8.2539558429270965 4.9613371640443793 7.518510401248931 6.6596266198903313 13.216937512159349 3.8100904524326307 6.05913295596838 5.9621748141944426 8.658487565815447 4.1171516478061676
leaf_count=91 49 340 1052 21 190 17 32 757 69 113 496 20 60 41 25 25 59 67 48 98 46 35 41 49 50 23 30 31 33 26
internal_value=0.000239465 0.00037706 -7.03811e-05 -0.00140864 -0.000469312 0.000692316 -0.00102799 4.43165e-05 -0.00018546 -0.00119639 -2.75617e-05 -0.000160017 -0.00027218 -0.00194077 0.000546702 0.000355493 -0.00103657 0.000482872 0.000790678 0.000917561 0.000687279 0.000406278 0.000708706 8.0047e-05 -0.000111173 0.000161727 -0.000985448 0.000516032 -4.47907e-05 -0.00124094
internal_weight=395.508 273.883 121.625 9.60122 6.98648 4.58656 2.28827 112.024 63.4586 8.57265 54.886 50.0882 47.1026 3.79604 210.424 117.969 9.88961 108.08 92.4547 51.9838 42.9883 34.7344 29.7731 56.0959 48.4836 41.824 9.86922 31.9548 18.7378 10.0793
internal_count=4034 1916 2118 309 260 70 49 1809 890 182 708 617 597 101 1026 638 84 554 388 287 220 174 139 267 242 193 53 140 90 57
is_linear=0
shrinkage=0.00254682


Tree=395
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 2 2 2 0 1 1 0 1 0 2 2 0 2 1 2 2 2 2 0 1 1 2 2 2
split_gain=0.470694 0.979641 2.02314 1.14468 2.10884 1.25103 2.88632 1.1134 1.14157 1.14041 1.0147 0.869707 1.2421 2.4606 2.91589 1.20019 2.35541 0.986603 1.73653 3.57637 0.940601 3.03376 2.39043 2.36489 2.69494 1.77642 1.21364 1.03101 1.29566 0.935726
threshold=0.47721625100000004 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 43.89540535710001 47.709122305950011 0.53158588065000012 0.40301188585000008 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.244973486750006 37.828051409500013 0.52366695610000014 38.400997490450003 0.39382054430000007 39.952536079750011 40.003678352300007 40.206947806850003 39.458743938000005 0.54136103710000005 0.43590012275000006 0.41714319930000004 39.110279783550006 38.969453495950006 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 11 -9 -10 -11 -5 -13 -14 -15 16 29 -17 -19 -20 23 -22 -23 25 -25 26 -21 28 -27 -16
right_child=1 3 -4 7 -6 6 -8 8 9 10 -12 12 13 14 15 17 -18 18 19 20 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0015696652548717392 0.002214229092736433 0.0080146985723405888 0.020768557292392013 0.0088027925072146317 -0.030802628512176574 -0.039345126450823317 0.016955995598047686 -0.028622333135398314 -0.03476882112588596 0.0066586304904359276 -0.028730570568979177 -0.015479257101782095 0.016486362808859345 -0.034134548225295755 -0.0075226384151780255 0.010929211652590686 -0.034171812689633312 0.022412166032933212 -0.032639032536637191 0.0019127973458924368 0.031684266019593996 -0.020978929817199208 0.0026572096634620767 -0.0013213421067239473 -0.04461848644027179 0.013870156608265023 -0.023472201797655478 0.022568873777226973 -0.018632140464205686 0.0052083668473146697
leaf_weight=50.958475272316718 134.57879166677594 3.8109626993536931 4.2566369175910941 8.9258454665541631 2.3959451906848699 1.5257568776723931 1.1004084004089234 1.7473132048035029 0.71812765114009369 3.7211476312950253 0.67151513072894875 3.4333567740395656 6.5338742583990088 1.754970559850334 10.646868952389928 7.3112616054713717 1.8461005762219418 2.5195793075545216 2.2795050241984418 2.8041362911462766 2.4114557206630698 3.1808326144237062 54.103290719038341 2.0948662813752881 1.9478462057304566 2.2192572340136398 2.5023814737796783 2.8441015649004839 1.4071491812355814 6.5455391530995248
leaf_count=882 768 17 30 37 54 55 7 301 54 47 200 23 22 18 351 33 60 18 72 19 5 58 623 28 49 37 30 26 23 87
internal_value=0.000773889 0.00119762 0.0027831 -0.000341646 -0.00958107 -0.00168225 -0.015754 0.00026663 -0.0101334 -0.00381227 0.00124861 0.000826862 0.00022551 0.000694572 -0.00025712 0.000300274 -0.00572973 0.00161042 0.000762101 6.09097e-05 0.00104799 0.00257035 0.00134476 -0.00469662 -0.0221826 0.00130583 -0.0100579 0.0106254 0.00125834 -0.00267566
internal_weight=332.797 281.839 138.835 143.003 8.83307 6.43713 2.62617 134.17 6.8581 5.11079 4.39266 127.312 118.386 114.953 108.419 106.664 19.0385 87.6257 80.3144 77.7948 75.5153 59.6956 57.2841 15.8197 4.04271 11.777 5.30652 6.47051 3.62641 17.1924
internal_count=4034 3152 798 2354 133 79 62 2221 602 301 247 1619 1582 1559 1537 1519 498 1021 988 970 898 686 681 212 77 135 49 86 60 438
is_linear=0
shrinkage=0.0264974


Tree=396
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 2 2 2 0 2 2 2 0 0 1 2 2 1 2 2 1 2 0 0 2 2 2 2 0
split_gain=2.75199 3.63533 3.30753 3.55507 2.32005 3.4983 2.939 2.84089 2.8286 2.70928 2.31568 2.15265 1.93219 2.27873 1.91316 1.72707 1.69932 2.64097 1.69811 2.01891 2.14548 2.03782 1.68412 1.46515 3.09893 1.44931 2.69623 2.90743 3.15267 2.29788
threshold=42.779078631750004 0.42018203045000008 0.39091643965000006 0.39382054430000007 39.952536079750011 40.003678352300007 40.206947806850003 42.599563320500003 39.458743938000005 0.54136103710000005 42.67709657435001 41.685324604100011 39.420767558750008 0.56915960600000015 0.5681267027500001 0.34584293880000011 43.018222997350009 43.047778594550003 0.34569324270000007 41.872294782850005 42.434124620650003 0.34521421515000011 41.535369675400013 0.50410167360000013 0.4815274992000001 41.243661560350013 41.147265497500008 40.563919884450009 40.316494640950005 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 8 -6 -7 -8 12 -10 11 22 13 -5 16 -12 23 -18 19 -13 21 -21 25 24 -2 26 27 28 -3 -29
right_child=14 2 3 4 5 6 7 -9 9 -11 15 18 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0022141511357126873 -0.00021882975952205642 0.00045153215340373588 -0.0024046234793669409 -0.00010075109218769746 0.002754064650668824 -0.0016614305102679971 0.00043705996304935077 -0.0019956671219068267 -0.00030393677876821814 -0.0035614108852809528 0.00024545469835280195 0.00044251413323239628 0.0022753887665673675 -0.0024105607705238495 -0.0022237630965999955 0.0020538768606257678 0.0019594284650663379 -8.3909659238554465e-05 0.00036467489001468462 -0.00083065993716505116 1.2522742515461117e-05 -0.0032156019706766777 0.0013452142620942037 0.000428716921420545 -0.0032760867449473001 -8.0795566994483551e-05 0.0017829355432832537 -0.0017563632443959583 0.001567645745376709 8.8975419083480139e-05
leaf_weight=2.6654474225360891 3.500817619264124 103.16408530296758 2.7969810133799902 30.187275018775836 2.5987941026687613 3.6449443730525664 51.399486140348017 2.3156182779930523 2.3772401921451083 2.3373533013509586 3.7356024868786317 6.2992702573537853 1.4598322804085899 2.1092764422646715 2.0183329220162696 7.0157692469656467 3.0522002549841991 67.279723138315603 20.730103959329426 3.8581549488008005 4.9189350642263889 2.8944213669747114 10.38744932413101 2.3737021554261446 2.7191004306077957 20.5109683284536 7.5112608298659316 4.2311677634716061 13.173948308452962 11.806211076676844
leaf_count=255 42 480 78 267 5 59 467 32 29 49 19 24 7 359 393 59 14 825 111 35 35 34 45 22 24 95 32 34 53 51
internal_value=0.000196116 0.000284611 0.00030533 -1.61209e-05 5.17508e-05 0.000315965 0.000205502 0.000332187 -0.000360039 -0.00191889 0.000453077 0.000403168 -0.000142321 -0.000251604 -0.000158253 0.00142553 -0.000105432 4.76525e-06 -5.43465e-05 -0.000537707 -0.00106674 -0.00185294 0.000506843 -0.00100731 -0.00155534 0.00045255 0.000530752 0.0004597 0.000577919 -0.000397883
internal_weight=405.073 324.13 321.464 101.227 98.4298 59.9588 57.36 53.7151 38.471 4.71459 220.237 209.486 33.7564 32.2966 80.9439 10.7514 78.9255 70.3319 38.7009 17.9708 11.6715 6.75258 170.785 8.59362 6.21992 160.398 139.887 132.375 116.338 16.0374
internal_count=4034 2714 2459 1352 1274 563 558 499 711 78 1107 1029 633 626 1320 78 927 839 239 128 104 69 790 88 66 745 650 618 533 85
is_linear=0
shrinkage=0.00214848


Tree=397
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 2 2 2 1 0 2 2 1 0 2 2 1 1 0 2 2 0 2 2 0 2 1 0
split_gain=0.432834 1.89892 2.34673 0.825968 0.98078 1.09725 0.876371 0.508038 2.20126 1.24307 2.08235 0.827123 1.3041 2.51604 1.20928 1.18528 1.246 1.66656 1.79936 2.69183 1.49758 0.846419 3.01093 2.34851 2.15727 2.33512 1.7006 1.53032 1.29899 1.29548
threshold=0.45368402140000008 0.56065686655000013 0.56395018115000017 38.903925214650009 39.184300550350009 42.402981339000007 42.536568606950006 41.243661560350013 41.147265497500008 41.32819714970001 0.34551360740000009 0.56719858685000013 39.051326806600009 33.151194885250007 0.43837010870000009 0.54646567465000018 41.066313126200008 38.748048509250005 0.45206730335000006 0.40955360615000008 0.55677973715000018 40.563919884450009 40.316494640950005 0.47961138885000004 40.040005255000004 39.896141435400004 0.47754558250000007 40.80591513400001 0.3453339720000001 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 11 10 -9 15 13 -13 -14 21 17 18 19 -17 -19 22 24 26 25 -1 29 -25 -26 -23
right_child=1 2 3 4 5 6 -8 9 -10 -11 -12 12 14 -15 -16 16 -18 20 -20 -21 -22 23 -24 27 28 -27 -28 -29 -30 -31
leaf_value=0.0012341337156190409 -0.05423798670933011 0.023341808133649208 -0.039234243024081808 0.023004346216864455 -0.034539208879491162 0.019061770793558627 -0.032753917019027141 0.0022629431518093215 0.020823680953748539 0.00046645866953929114 -0.028799100573495717 0.037530434138734241 0.036411021214225237 -0.039742450162989329 0.0079237597525144594 0.027032938416102621 0.015968013871481768 -0.04323990941198378 0.033504304806168748 -0.034351848737932032 -0.011641412708650784 -0.021466414056641875 0.01751178345615087 -0.010072738693071216 0.0015128424359701857 0.020191112461444102 -0.049855492748623602 0.010167331338902835 -0.021652032554518294 0.039922793868416719
leaf_weight=91.441047337866621 0.77596142818219771 2.6154631655663252 1.0712155506626002 0.86071772564901028 1.5963653288199569 1.1042812913656233 0.48668470844859246 4.9146815054118616 6.3866741482634088 143.16530458535999 4.0942137930542231 0.67604860477149298 2.3605204224586487 1.2285288028651846 4.4481543176807463 1.2148147597908958 1.9241971671581257 2.262932738289237 1.4096886217594145 1.8887964282184837 4.9425320327281952 1.4332915521226852 13.027605155017225 7.0000363587751044 4.0907238041982037 7.2584870429709545 1.7956718876957891 8.6348659731447679 6.46370028675301 0.47320455312728871
leaf_count=732 19 17 287 23 257 10 347 23 43 1628 37 11 13 50 43 3 6 34 3 72 37 85 66 39 22 27 12 41 46 1
internal_value=0.000899046 -0.00626195 -0.00144891 -0.0141146 -0.00746736 -0.015696 0.00321108 0.001088 0.00229469 -0.000262905 -0.0118536 0.001573 0.0112177 -0.0123137 0.0178001 0.00103174 -0.00802424 -0.0119637 0.00336494 -0.0103246 -0.0215652 0.00190416 0.00289316 -0.00434999 0.00115002 0.00262825 -0.0273894 0.00110548 -0.0126737 -0.00622922
internal_weight=331.046 8.51069 7.73473 5.11926 4.04805 3.18733 1.59097 322.536 170.362 152.174 9.0089 163.975 8.71325 1.90458 6.80867 155.262 13.643 11.7188 4.5133 3.10361 7.20546 141.619 122.282 19.3371 109.254 98.6995 3.70217 15.6349 10.5544 1.9065
internal_count=4034 960 941 924 637 614 357 3074 1386 1688 60 1343 117 61 56 1226 155 149 78 75 71 1071 893 178 827 759 98 80 68 86
is_linear=0
shrinkage=0.03217


Tree=398
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 2 2 0 1 2 2 2 1 1 1 2 1 2 2 1 2 2 2 0 0 1 2
split_gain=2.47241 2.58501 4.13547 2.64616 2.09656 1.77987 3.84266 1.66988 1.9036 3.75808 2.44545 2.38198 2.22991 5.61912 2.10144 1.62161 1.86809 1.61348 1.54925 4.41015 3.02422 2.61814 2.03934 4.05156 2.41091 2.26655 3.47108 3.13009 1.86305 2.57882
threshold=0.4662734648500001 0.47721625100000004 0.37078231190000005 0.50278434775000014 43.680097826700013 0.51191581090000016 0.5054040298000001 0.34512439750000007 39.952536079750011 41.32819714970001 0.46898296455000005 0.34219035360000005 39.458743938000005 37.311503175250003 41.571132012400007 0.33204095685000007 0.32058920395000007 0.38906020780000011 38.625745710700009 0.35651627195000007 42.198888176300009 37.038444968100009 0.34575312120000007 42.779078631750004 43.384297312450009 41.218101594450012 0.4778150355000001 0.47943175355000006 0.34545372890000009 41.770271989050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 18 5 6 -4 8 10 -10 11 12 13 15 -11 16 -1 -7 21 22 -21 -3 25 -24 -25 27 -27 -20 -28 -30
right_child=-2 2 4 -5 -6 17 -8 -9 9 14 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 -26 26 28 -29 29 -31
leaf_value=0.00091856186881659075 -0.0017257500524330289 0.00043417191013134292 0.00037849810122104094 0.0016233237383790292 -0.00078759606027713636 0.00084174180226150692 -0.0029801952671401665 -0.00089268907891285824 -0.0028637171568740615 0.0023733746306958039 0.0017857506166254072 -0.0023137047806786461 0.0030978066405351595 -0.0039827479035882095 -0.00025133192500623603 0.0018883976824152523 -0.0032993991433336875 0.00010155451494336419 -0.0002463276073356823 -0.0026409330351048256 0.00043424364371239432 0.0022883605117564355 0.0012477933247417683 -0.0017658875211620422 0.0006849385939332465 0.0013635665060454645 -3.9861901758690373e-05 0.0012569003810641388 -0.0030752235443916951 -0.00045284270382347667
leaf_weight=1.7962030712515136 3.7081021573394528 11.256640218198301 4.9831521266605687 13.145664390176533 15.403161891503258 19.74282106757164 3.2311506799887866 15.186055371537803 3.084647771902385 1.8846644097939158 6.6555594019591799 2.149782527703791 1.5665944218635548 1.6552589051425455 25.575303791090846 4.1319846212863922 0.91049223975278426 119.64612620812841 12.080067306756971 4.4300524145364752 3.1478300429880619 7.1754876747727385 39.074464302510023 4.5375805124640447 4.7042273879051208 8.1493170373141748 28.156053828075528 23.432702668011189 3.0670821964740735 7.2794341892004013
leaf_count=48 757 48 32 64 459 72 50 309 53 9 23 40 3 33 300 21 43 984 47 34 18 28 199 29 22 29 134 84 20 42
internal_value=0.000223943 0.000242143 0.000327417 0.000589607 5.45632e-05 0.000142447 -0.000942666 -0.000196983 1.68381e-05 -0.000353202 0.000615949 -2.16831e-05 0.000468087 -1.693e-05 -7.119e-05 0.000942971 -0.000500298 0.000206393 0.000502772 0.000415561 -0.00136351 0.00115599 0.000518884 0.000909965 -0.000518378 0.000288911 -5.87033e-05 0.000745561 -0.000359736 -0.00123021
internal_weight=400.948 397.24 332.643 169.637 163.006 147.603 8.2143 64.5965 49.4105 30.5446 18.8659 12.2103 10.0605 8.49394 27.46 6.83868 2.7067 139.389 156.491 138.059 7.57788 18.4321 130.481 48.3163 9.24181 82.1647 46.6519 35.5128 38.5026 10.3465
internal_count=4034 3277 2395 798 1597 1138 82 882 573 362 211 188 148 145 309 112 91 1056 734 658 52 76 606 250 51 356 225 131 196 62
is_linear=0
shrinkage=0.00239883


Tree=399
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 1 0 2 2 0 0 2 2 2 2 0 0 0 0 2 2 0 0 0 2 2 2 0 2 1
split_gain=0.435773 0.725537 0.853671 0.789262 0.554976 0.973016 0.665014 0.728126 0.647289 0.515485 1.20102 1.12025 0.914381 0.771113 0.563127 2.04512 0.927152 1.85894 1.43121 1.32702 1.41642 1.5211 1.86541 1.7922 1.3001 0.923462 0.830949 1.93927 1.46352 1.62905
threshold=0.5718990449500001 40.00488309970001 40.890797847750008 40.80591513400001 0.58415915690000009 0.43929822460000006 0.58650938595000024 42.522337019050006 42.536568606950006 0.56643513670000012 0.56395018115000017 42.233786329550007 38.903925214650009 42.558389508100007 42.141702038450013 0.55769288345000012 0.47997065955000012 0.4778150355000001 0.47769527860000011 47.927946529500012 42.719328117250008 0.46989611090000011 0.45798030000000006 0.37331217625000007 42.753078181500008 48.96897326980001 42.456897412850005 0.49094338495000006 42.686561923500008 0.35374689380000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 5 -4 -6 -8 -9 10 14 -12 -11 -14 -1 16 17 18 19 20 -16 22 23 -22 -19 -21 27 -18 29 -28
right_child=1 2 4 -5 6 -7 7 8 -10 12 11 -13 13 -15 15 -17 26 24 -20 25 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0016277714846292329 -0.02929400703607727 -0.0019595817752748185 0.010161049727295621 0.031081266711348542 0.031112334900905078 -0.034202663820048419 -0.032772462537421623 0.033486255681517842 -0.028468773555483693 -0.011545192960512089 -0.036293519020453753 0.0036017794347681636 0.015137673815380096 -0.0032247857697334033 0.0029182748664504411 -0.034840687523671261 -0.026347929228707503 -0.038238909162035532 0.025885298857881919 0.012056621659292253 0.012372501596353285 -0.031338198627073197 0.016553990489153129 -0.029949512053574393 -0.0094015047497205042 -0.0035914723546812796 0.023875268325571849 0.00347354940531215 0.00069204279535201637 0.00016496962700309267
leaf_weight=220.47680327197304 0.95086773129878466 1.606616859789938 0.55604643165133927 0.91578654432669271 0.4290417581796645 1.4111578416777772 0.58286559430416651 0.38926991820335388 0.20916139532346278 1.8307050243020047 1.3568468913435929 0.9765779124572872 7.0944153852760774 2.4937111579347402 5.4230721681378844 1.4219781574793149 2.6772419027984133 1.8924668384715904 1.4911102354526509 6.0547827333211881 1.129000330343841 3.1583855822682381 1.8661530520766971 2.8330021622823551 3.7822889760136604 6.1166044250130653 5.209083825349806 5.1315771695226431 36.500035052536987 4.2417035456746817
leaf_count=1655 393 60 9 11 6 95 135 1 267 21 38 9 44 80 65 38 17 36 5 20 11 106 15 195 31 34 59 44 503 31
internal_value=0.000769767 -0.00621593 -0.00261849 0.0100363 -0.0115409 -0.0216629 0.000824158 -0.0101764 0.011832 0.000922185 0.000705063 -0.0195967 0.00684969 0.0103619 0.000858172 -0.00104987 -0.000500766 -0.00419099 -0.00119363 -0.00271268 -0.00854557 -0.0154636 -0.00686087 -0.0178896 -0.0190185 0.00419283 0.00181572 -0.0067507 0.00327149 0.0132336
internal_weight=330.208 7.05081 6.09995 2.5224 3.57754 1.9672 1.61034 1.1813 0.598431 323.158 311.739 2.33342 11.4188 9.58813 309.405 88.9285 87.5065 33.7469 28.0721 26.581 14.4096 8.98654 5.82816 3.962 5.67476 12.1714 53.7596 7.80882 45.9508 9.45079
internal_count=4034 977 584 71 513 104 409 403 268 3057 2912 47 145 124 2865 1210 1172 518 451 446 392 327 221 206 67 54 654 61 593 90
is_linear=0
shrinkage=0.0284045


Tree=400
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 0 1 1 0 0 1 0 1 1 0 2 0 2 2 2 2 2 0 2 0 1 0 2 2
split_gain=4.17716 4.98201 4.22194 2.80275 3.59432 2.91694 2.13758 2.29985 2.14995 1.83414 2.86301 2.82931 1.92179 1.61492 3.39204 3.27608 1.59678 1.56147 1.78189 1.51284 1.86991 1.48265 1.44712 2.81208 1.56393 1.41755 1.794 1.39809 1.67779 1.2886
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 41.872294782850005 47.927946529500012 0.42018203045000008 0.54499865270000014 0.4349121284000001 0.4662734648500001 0.45798030000000006 0.47396784530000008 0.34542378970000004 0.37331217625000007 0.39587138110000003 0.39408999735000005 0.53043322055000008 48.96897326980001 0.4784437592000001 41.741384785950011 44.262924377150007 47.927946529500012 42.456897412850005 43.631818398850008 0.53475943835000017 36.728658719300007 0.47961138885000004 0.34587287805000005 0.47769527860000011 42.719328117250008 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 5 9 -1 29 -8 -9 12 -11 -12 -5 14 15 -2 -6 18 -7 25 -21 -13 24 -24 -15 26 -3 28 -23 -4
right_child=2 19 6 4 16 17 7 8 -10 10 11 21 -14 22 -16 -17 -18 -19 -20 20 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021047437792949351 -0.0023717794035580195 0.00063787527594904875 7.1127498656046764e-05 0.00046025911634373637 0.0011088640202436622 0.00036004875605180907 -0.00070468507909902532 0.00026139750312464103 -0.0014632686641327254 0.0011456721268096007 -0.0019656847793043104 0.0013570017340861511 -0.0022436564209165656 -0.00025430410087960183 0.0010022618940281026 0.0010226401579724459 -0.00030900061444284364 -0.00084413374991263628 0.0018475750217067123 -0.0017497946931080055 0.00058129922595538956 0.0003927095045619347 -0.0012638364850168001 0.003315769212251761 -0.0023389730383975081 0.00052056474438612441 0.0021168033765335387 0.00052745990304428158 -0.002373322958777211 0.00079508969591124596
leaf_weight=2.067517325282096 3.9903655769303459 9.3293656893074495 19.902841307222843 1.3387107849121118 6.7470893263816816 42.179004225414246 21.086339599452913 37.985676316311583 3.2753358462941824 3.3869208078831461 6.37167147360742 2.0265979673713428 6.0626631621271372 1.9465723615139703 4.5628374144434929 1.6878858804702757 6.5112514048814774 4.0528042763471595 3.6501790136098853 2.6537474542856208 3.1272394042462111 1.4139486551284788 2.565557159017771 0.71531260013580311 6.5627455739304423 174.62850933894515 5.4036049842834464 2.5955191887915134 2.5915903486311436 21.16218295879662
leaf_count=223 98 35 82 13 20 233 249 449 755 24 110 12 245 20 19 7 34 19 13 43 16 8 194 1 140 792 22 20 49 89
internal_value=0.000220194 0.000356435 -9.05733e-05 -3.82399e-05 -0.00045171 0.00027253 8.2378e-05 -0.000155942 0.000124492 -0.000896052 -0.000550448 -0.00093344 -0.00175459 -0.000902387 -0.00030905 -0.00136277 0.000412542 0.000371063 0.000478526 0.000540472 -0.000488784 -0.00017111 -0.00141777 -0.000265367 -0.00186209 0.000571894 0.0011803 -0.000640258 -0.00139692 0.000444209
internal_weight=411.582 286.138 125.444 90.9955 39.046 51.9495 103.412 62.3474 41.261 25.7876 18.3862 14.9993 7.40137 22.0313 10.2411 5.67825 13.2583 49.882 45.8292 195.142 5.78099 8.62766 11.7902 3.28087 8.50932 189.361 14.733 6.60106 4.00554 41.065
internal_count=4034 1931 2103 1023 535 488 1624 1453 1204 481 223 199 258 479 124 105 54 265 246 908 59 89 355 195 160 849 57 77 57 171
is_linear=0
shrinkage=0.00204248


Tree=401
num_leaves=31
num_cat=0
split_feature=1 0 2 1 2 0 1 2 1 1 0 2 0 0 0 1 0 1 0 1 1 2 1 0 0 0 0 2 2 2
split_gain=0.440795 1.5386 2.65685 1.4529 0.938729 1.0705 3.87506 1.43988 1.23899 1.56928 1.14251 1.24002 1.02707 5.04585 1.15755 0.812367 1.42515 1.52709 2.86491 2.44191 3.78237 3.11384 2.01766 2.78368 1.97697 1.85668 2.90359 1.92352 1.66327 1.44936
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.39091643965000006 37.784765830350004 0.49336846205000007 0.34440585610000002 36.364346611650006 0.33204095685000007 0.32058920395000007 0.49880243110000005 36.242939472700009 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.34515433670000012 0.47700667645000011 0.35651627195000007 0.50339810185000011 0.37078231190000005 0.37668033890000002 41.898943182100005 0.34829795515000012 0.49053920540000012 0.49485045360000007 0.48537468940000006 0.48351845755000006 41.481306584950012 43.077238082650005 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 8 -8 9 -1 -7 -12 13 15 -14 -6 29 22 24 -20 21 -21 23 25 -19 26 28 -27 -18 -17
right_child=1 -3 3 -5 12 10 7 -9 -10 -11 11 -13 14 -15 -16 16 17 18 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.013416222391218749 -0.052230051876848753 -4.1887098827275533e-05 0.037215593537366233 -0.015352540138318112 -0.0020946597860967988 0.024631055339160785 -0.059056600477486967 -0.0041947860823496495 0.021591847092877679 -0.045002688269009571 0.014059286812772017 -0.0030095805087008562 0.023134814827458706 -0.035334686377555539 0.00034769188347717918 -0.024665914211420028 0.0075699144831005366 -0.0034673305035221743 0.02537800080114273 -0.050612247398346862 0.015301004725878304 0.003717975996977335 0.020963002974812819 -0.021643600070213362 -0.037158777127874298 0.032871664316306358 -0.020594558135180074 0.0055998472064241502 -0.011005849106342454 0.010667694082364702
leaf_weight=1.35153630748391 1.8390279684681434 96.162958380024065 0.87455353140831027 2.0883922940702178 60.922945986967534 5.3016113191843059 1.6004372865718326 0.86349116265773762 4.2128318212926388 0.89685299375560124 11.717437867075207 8.6913244873285276 5.002339590340851 4.5668536107987157 5.4733953312970698 4.1911367205902925 50.193073737435043 4.045913655310871 4.6389249116182318 2.7301556542515737 5.4257278423756361 2.2610930632799864 9.1323326565325242 4.6820704117417327 4.1225900575518608 5.4664059877395612 5.4941036254167548 6.8090835437178612 6.368385946378111 2.0156694483011961
leaf_count=54 44 1896 4 174 595 28 63 13 33 47 51 35 19 37 38 131 287 33 31 38 30 18 62 26 36 37 38 27 53 56
internal_value=0.000897295 -0.000986438 -0.0199017 0.000163655 0.00173082 0.00692243 -0.00329451 -0.0398301 0.010638 -0.00988631 0.0104692 0.0067903 0.000801746 0.000205064 0.0112289 0.00111434 0.0027771 0.00366704 -0.00414417 0.00471397 -0.00448821 -0.026 0.00572512 0.00396392 -0.0204712 0.00557693 0.00317005 0.0177443 0.00547843 -0.0131913
internal_weight=329.143 100.965 4.80197 2.96295 228.178 34.6355 8.92515 2.46393 6.46122 2.24839 25.7104 20.4088 193.542 183.066 10.4757 178.5 117.577 111.37 23.2244 15.0559 10.417 4.99125 88.1455 79.0131 8.1685 74.3311 62.0556 12.2755 56.5615 6.20681
internal_count=4034 2118 222 178 1916 324 210 76 134 101 114 86 1592 1535 57 1498 903 716 186 117 86 56 530 468 69 442 378 64 340 187
is_linear=0
shrinkage=0.0342406


Tree=402
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 0 1 1 0 1 1 2 1 1 1 0 0 2 2 0 2 1 2 2 0 0 1 2 0
split_gain=0.429189 0.72589 0.783898 2.64175 1.10409 0.703107 1.32472 1.22067 0.630826 3.13989 1.63666 1.11988 1.11651 1.07769 1.65625 1.31793 3.31674 1.85963 2.45253 1.90312 1.01679 1.97155 0.961943 0.79683 1.48146 1.09005 0.899814 0.843214 2.67682 1.94005
threshold=32.724174661450007 35.419594101850009 0.34398670700000006 0.49830843385000007 0.54429508100000012 0.51675099550000014 0.52404119640000013 0.3148857818500001 0.34311846950000008 0.45994131915000008 0.34219035360000005 0.34467530910000005 39.458743938000005 0.33750486510000005 0.32388251845000005 0.31761025120000003 0.39718870690000002 0.39672464895000009 49.122847560300009 44.952171034750002 0.46495613905000005 50.205949521800008 0.3447052483500001 49.122847560300009 48.86568841230001 0.55677973715000018 0.55832160710000012 0.36006406990000012 38.625745710700009 0.49949103320000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 7 -7 -1 9 13 -11 12 -10 14 15 16 17 18 19 -3 21 -13 -22 24 27 -25 -27 28 -24 -30
right_child=1 8 3 4 -6 6 -8 -9 11 10 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=0.034424559802294336 0.023892307910641349 -0.035143009726033708 -0.028916046854117878 0.016877100872467597 -0.0055935719916586392 0.016598914133614133 -0.043465788909943896 -0.050718466823874347 0.023429146042006719 -0.050520180228458507 -0.012396988099907717 -0.033466323181693604 0.0033855273730831093 0.02770867475528084 -0.036484560725592377 0.01315233392683394 -0.039070208259001503 0.026458664668755256 -0.040734334694919508 0.011098362363537092 -0.021944734514424455 0.039190308277361002 0.028332470224302984 -0.036542313490667958 0.029288872346726391 0.039115362056942431 -0.032338659493525435 -0.00080436294973137295 0.0011848598413518427 0.024870095161694753
leaf_weight=0.21557180583476954 2.4941144511103621 1.0662489122478414 2.0216609031194812 7.9007133785635215 3.0611899734794861 1.3530254662036894 0.51020380688714784 0.80199252418242395 4.2843627333641043 1.8878301223739971 2.8541436865925789 1.9988367367186577 8.1168717760592681 1.416325382888316 1.2428722800686944 6.4029309693723908 2.3001185299362978 2.5815134346485129 1.5298507139086721 5.6932368585839868 1.8737387293949712 0.46439018845558155 4.0120967123657456 1.2927617056411684 1.8612423256272439 0.46146616339683522 0.28931679870584048 141.64363016688731 110.38578963978216 3.6033669337630263
leaf_count=1 22 123 26 38 103 6 111 80 24 36 15 184 38 7 34 34 99 7 15 26 14 1 25 84 12 1 164 1958 710 36
internal_value=0.000760787 0.000869742 0.00758188 0.00444868 0.010602 -0.0114456 0.000151534 -0.0326808 0.000531634 -0.00410786 -0.0275742 0.000978141 0.0103102 0.000897157 -0.000927037 0.00133074 -0.00441621 0.00291609 -0.00441568 0.0038042 0.000546135 -0.0197684 0.000734661 0.000895903 0.0010503 -0.0188624 0.0115803 0.000847879 0.00283116 0.00193359
internal_weight=325.621 322.741 15.4777 12.9836 10.9619 2.88079 1.86323 1.01756 307.263 26.9751 4.74197 280.288 12.4012 22.2331 20.8168 19.5739 13.171 10.8708 8.28934 6.75949 267.887 2.46323 265.423 263.55 261.506 2.04354 0.750783 259.645 118.001 113.989
internal_count=4034 3836 189 167 141 198 117 81 3647 396 51 3251 62 345 338 304 270 171 164 149 3189 185 3004 2990 2741 249 165 2729 771 746
is_linear=0
shrinkage=0.0317651


Tree=403
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 1 2 2 0 0 0 2 1 1 2 2 2 2 2 0 2 2 0 0 2 2 2 2 1
split_gain=2.42289 3.32905 2.68929 2.96391 2.81138 1.64219 1.26454 2.05695 1.24632 2.24731 2.22223 1.67104 1.81113 1.22092 2.49131 1.21783 1.91599 1.09029 1.74182 1.99019 1.72907 1.19055 1.86281 1.58725 2.19247 2.39766 1.53977 1.49793 3.91768 2.95774
threshold=0.39072183470000005 0.47736594710000008 0.52770875125000016 39.110279783550006 0.39091643965000006 0.4662734648500001 0.34452561300000012 39.577821550850011 39.525197829750006 0.46898296455000005 0.45994131915000008 0.42018203045000008 35.171584490050009 0.39587138110000003 0.39408999735000005 44.421469061800003 47.927946529500012 37.198331469900005 35.050303764500008 36.491284729650012 0.54386096225000014 42.599563320500003 42.865207177650007 0.55769288345000012 0.54228915300000013 43.631818398850008 43.847983878700006 41.827117825850003 41.218101594450012 0.39591628995000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 17 8 -8 9 11 -10 -1 -13 14 -6 -3 -17 18 20 -20 -4 27 -23 24 25 -24 -26 28 29 -19
right_child=2 15 5 4 13 -7 7 -9 10 -11 -12 12 -14 -15 -16 16 -18 21 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0025891796667957137 -0.0035566589475600303 0.0005284339525745027 0.0024686097738872426 0.0028055614577359267 -0.0026389743339861127 -0.0016931786010472487 -0.0032056992154088806 -0.00040882409581098888 5.9272428365060936e-05 0.0020118200035337866 -0.0020562759704775609 0.0017309006960935496 -0.00052247957282207868 -0.0025968537898997291 0.0016260113944577426 -0.0021284405595950106 0.00070532504637976312 0.0023011389524430874 -0.0032536966173800324 -0.00036722467176705602 -0.00058488861342396667 -0.0025713003706937915 -0.0034853259614640473 -0.0016808255347187393 0.0026157116712759291 8.1831398035327947e-05 3.1431341076897124e-05 0.0009308238088798393 -0.0016919476863793328 0.00016521477253615054
leaf_weight=1.3192042866721738 2.6258998750708979 200.41376853454858 1.668486412614582 1.2863613367080686 1.5027204966172578 3.2497964669310013 1.7349979373393605 20.103480371646583 22.045271589420739 5.0168703049421302 3.4938370175659648 3.6150884944945556 5.4064923152327538 2.3361705953720957 1.8634738363325594 2.7131732031702986 3.110884465277195 4.2583897262811652 2.4552674051374197 3.5467036229092628 3.466792066115886 2.1279742633923915 1.4344822186976651 3.1544885413022703 3.0267320051789284 5.6614805688150227 2.6062049055472016 17.591521240770817 6.5167626719921818 52.31262136134319
leaf_count=107 49 968 5 4 58 757 68 319 285 19 40 22 30 190 8 43 15 12 40 46 74 24 17 172 9 88 39 92 52 382
internal_value=0.000214011 0.000344928 -7.29945e-05 -0.00132431 -0.000485545 3.3401e-05 -0.0001522 -0.000631027 0.000103488 0.000658301 -0.000230142 1.63629e-06 0.000380485 -0.00122797 -0.000277943 0.00049615 -0.000614802 8.44903e-05 -0.000646477 -0.00154801 0.000407213 0.00016698 -0.000405921 -0.000115814 0.000272029 -0.000639286 0.00142004 0.000294878 0.00011755 0.000325997
internal_weight=391.665 268.973 122.692 9.61463 6.98873 113.078 62.7352 21.8385 40.8968 15.3577 25.5391 10.3408 9.02158 5.70236 3.36619 206.238 5.82406 109.828 11.1372 6.00197 5.13528 98.6907 18.0114 15.8834 12.7289 7.09596 5.63294 80.6793 63.0878 56.571
internal_count=4034 1916 2118 309 260 1809 890 387 503 178 325 159 52 256 66 1026 58 1052 165 86 79 887 349 325 153 105 48 538 446 394
is_linear=0
shrinkage=0.00246454


Tree=404
num_leaves=31
num_cat=0
split_feature=0 2 2 2 1 1 2 2 1 0 0 2 0 0 1 2 0 2 2 1 2 2 1 0 0 2 2 1 1 2
split_gain=0.391024 0.693781 0.432686 0.374839 0.699996 0.775572 0.621913 0.752534 0.51391 1.97162 1.03552 1.79312 1.12662 1.29247 0.785831 3.01008 1.66811 1.4994 1.79651 1.12151 1.08297 1.0735 1.32378 1.03539 2.43274 1.98542 1.76064 1.18793 1.16226 1.20796
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 32.724174661450007 0.38052752915000004 0.31761025120000003 34.883496062400006 33.96174662340001 0.34311846950000008 0.46989611090000011 0.46495613905000005 50.205949521800008 0.47515044460000005 0.47700667645000011 0.36006406990000012 38.625745710700009 0.49949103320000005 40.137820134150012 40.563919884450009 0.34524415440000006 40.94178426300001 41.289992964000007 0.34521421515000011 0.48351845755000006 0.48637765340000011 42.753078181500008 43.047778594550003 0.34587287805000005 0.34569324270000007 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -5 9 -8 11 -10 -12 -14 15 -15 17 19 -19 -17 -20 22 -22 26 25 -25 28 -26 29 -23
right_child=1 2 -4 6 -6 -7 8 -9 10 -11 12 -13 13 14 -16 16 -18 18 20 -21 21 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.019038001151197904 -0.030363544325514781 0.010541642719501381 -0.030196249145519629 -0.001730891839534231 0.003059802661690249 -0.040104205041682273 -0.0011125218796205674 0.014627068696799139 -0.031343344256917913 -0.03317180862311267 0.014136338907833296 0.036159460222984205 -0.013400065462744495 0.028725702136917934 -0.00026276237229795238 0.00050936534042227892 0.022724064675654888 0.013150299946358936 -0.01106854460108115 -0.01708233071974069 -0.0030629881959022155 -0.001822174854715235 0.019142721375712018 -0.031490467955713058 0.013401248047780376 0.00057143488639588476 -0.0098228223618345954 -0.0045640118096168837 0.011703731812996908 0.014261977194102732
leaf_weight=0.25193781126290493 1.0001160168903873 1.1308590918779371 0.29390185029478733 4.2065130753908289 1.5365793287055565 0.93340828132932074 24.98308196186554 6.2623652629554272 1.8997440413804718 1.8429770474322129 5.8814619949553153 0.43219706416130055 5.5368988867849103 3.9343642294406882 147.61948167020455 6.6535606980323774 3.4140869155526152 12.923212811350821 5.9950620606541625 6.3247759863734245 3.770149812102316 20.034483159892265 6.6193192079663277 4.3763052970171001 5.4801788404583922 2.8557638674974442 7.8987973164767018 8.2521625719964486 16.66920555382967 5.2785483226180068
leaf_count=14 555 10 314 40 25 70 389 50 191 13 45 1 100 25 1514 28 36 56 29 32 19 103 37 33 21 19 66 41 130 28
internal_value=0.000699839 -0.0112668 0.00213817 0.000789993 -0.0102632 -0.0275339 0.000884264 0.00805426 0.00064109 -0.00331503 0.00101763 -0.0188325 0.00118323 0.000904822 0.00120025 0.00299283 0.00212413 0.00150247 0.00274209 -0.00806365 0.0012001 0.00210552 0.0110847 0.000788729 -0.00478915 -0.01883 0.00313305 0.0026054 0.00557064 0.00153187
internal_weight=324.292 2.42488 1.42476 321.867 2.72193 1.18535 319.145 10.4689 308.676 26.8261 281.85 2.33194 279.518 273.636 268.099 120.48 116.546 113.132 100.153 12.9783 87.23 81.2349 10.3895 70.8454 20.9644 7.23207 49.881 13.7323 41.9822 25.313
internal_count=4034 879 324 3155 109 84 3046 90 2956 402 2554 192 2362 2317 2217 703 678 642 582 60 526 497 56 441 114 52 327 62 261 131
is_linear=0
shrinkage=0.0299121


Tree=405
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 1 1 2 2 2 0 1 1 2 2 1 0 0 0 2 1 0 0 2 0 2 2 0 2
split_gain=3.28474 2.70147 4.82923 3.29606 2.54181 2.75937 4.82917 2.21964 1.71934 5.29762 2.93061 2.26059 2.69009 1.8771 2.40565 4.42016 4.67098 2.64156 2.26973 2.00336 1.974 3.2396 2.93316 1.7963 2.74738 2.72976 2.19905 1.76342 2.16306 1.89852
threshold=0.57944372925000021 0.47721625100000004 0.37078231190000005 0.50278434775000014 43.680097826700013 0.51191581090000016 0.37473428940000003 0.38906020780000011 39.952536079750011 39.458743938000005 38.748048509250005 0.54136103710000005 0.39045238170000002 0.45206730335000006 41.218101594450012 41.827117825850003 0.39814676205000005 0.53749887730000012 0.52582258015000016 0.56719858685000013 42.094663496250007 0.44805544745000009 0.54562737640000014 0.56395018115000017 33.41579758040001 0.56065686655000013 35.050303764500008 37.038444968100009 0.5296248615500001 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -7 9 10 23 12 -11 14 19 17 18 -16 -17 -10 -18 22 -22 25 -25 26 -9 28 -28 -29
right_child=-2 2 4 -5 -6 7 -8 8 13 11 -12 -13 -14 -15 15 16 20 -19 -20 -21 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.00015070330536469682 -0.0011279062811067554 0.00041930330076234579 4.1474320333260727e-05 0.0013647254233790152 -0.00064567343499672574 0.00076238887075684067 -0.0029322463138349445 0.00093666953370909775 0.0005022842633319169 -0.002451786020657295 0.00073774305053161168 -0.0030465069452337182 0.00012706220355154668 -0.0008355290267591163 0.00013194482756805756 0.00076307499578290468 0.001460503037016098 -0.002164518266119562 -0.0023733068218512415 0.0016612588651254351 0.00069474714940338193 0.0017200040179429768 -0.0010986298237166991 0.0010376207065256975 -0.0024031672555773773 0.0018131408694621117 -0.00028436046645647939 0.00016934230422833337 -0.0025389647450105731 -0.0016037739814656834
leaf_weight=62.708466592128389 6.6164021589793256 157.01024202629924 6.2158519476652128 14.236989874392746 16.687600974459201 20.538151733577251 2.8056111128535122 4.4407473187893727 22.659303802996877 2.3817438930273038 16.34523817896843 2.4536418570205569 3.5901121981441975 4.8874362213537088 2.9490408319979897 1.1340584736317421 7.887431517243388 4.4462668150663376 2.9192236065864563 6.8832155764102927 6.8681037500500697 4.4015010967850676 6.0915668979287148 1.1503567090257991 2.8730438756756485 2.4706781953573218 3.1067939717322615 11.45288094319403 2.9238995388150215 2.6280675483867517
leaf_count=882 879 734 42 64 429 72 40 29 99 17 81 30 33 50 33 16 25 36 60 23 29 12 59 15 55 10 27 91 39 23
internal_value=0.000187103 0.000208472 0.000273864 0.000497903 5.23397e-05 0.000126767 -0.000883332 0.000188554 9.57146e-05 -0.000151456 9.29386e-05 -0.00152613 -0.000901455 0.000289683 0.000372705 5.10033e-05 0.00037904 -0.00124875 -0.00149579 0.000772318 0.000680015 0.000325428 -0.000148212 -0.000246536 -0.00141939 -7.19125e-05 -0.000261603 -0.000526188 -0.00137747 -0.000161592
internal_weight=413.764 407.147 344.439 171.247 173.192 156.504 9.02146 147.483 126.944 55.8172 47.3917 8.4255 5.97186 71.1271 66.2397 36.6972 29.3019 7.39531 4.05328 29.5425 25.2486 17.3612 12.9597 31.0465 4.0234 27.0231 24.5524 20.1116 6.03069 14.0809
internal_count=4034 3155 2273 798 1475 1046 82 964 892 450 370 80 50 442 392 270 201 69 76 122 125 100 88 289 70 219 209 180 66 114
is_linear=0
shrinkage=0.00188144


Tree=406
num_leaves=31
num_cat=0
split_feature=0 2 1 0 2 2 2 0 2 2 2 2 2 0 2 2 1 1 2 2 2 0 1 1 0 0 1 2 0 0
split_gain=0.349763 0.654938 0.424407 0.457437 0.449413 0.325479 1.1389 0.695926 1.6797 1.56646 1.75377 1.40441 1.50498 2.47825 1.30641 2.78055 1.27799 2.08761 2.02157 1.00433 1.15587 1.36976 1.62422 0.938558 1.01909 1.1582 1.52047 0.980226 1.26281 0.813019
threshold=0.57944372925000021 42.402981339000007 0.4591329601000001 0.58415915690000009 42.536568606950006 42.094663496250007 42.066503896600004 0.47997065955000012 42.686561923500008 42.522337019050006 42.434124620650003 42.719328117250008 43.426640904350009 0.47943175355000006 43.631818398850008 44.262924377150007 0.3459626957000001 0.34575312120000007 42.283941020600004 42.558389508100007 43.157831852650006 0.50339810185000011 0.38370108680000009 0.36042334060000009 0.49949103320000005 0.50889194935000015 0.38052752915000004 43.487767439550005 0.53158588065000012 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 -1 8 9 10 -7 -10 13 -13 -14 -16 17 29 -18 -20 21 -21 -23 -22 -25 -26 -27 -28 -29 -9
right_child=1 2 3 4 -6 7 -8 16 11 -11 -12 12 14 -15 15 -17 18 -19 19 20 23 22 -24 24 25 26 27 28 -30 -31
leaf_value=0.001029365055625038 -0.027095387971856084 -0.036136050474923867 -0.032665913444916796 0.021652647792329095 -0.026778745426639588 -0.031126306501905801 0.018376965144090315 0.010679131578636066 0.025136360660728583 -0.036112916035963318 0.0051813457617641721 -0.030559779328281082 0.01836328144699266 0.022135835488587215 -0.034194295138303514 0.0012212156074329404 -0.028464988479271175 0.024676047171716786 0.0068928738094462885 -0.024982198817932143 0.013589576347630545 0.013380613565632235 -0.012759976917903454 -0.033649336697323673 0.019665994118584332 -0.03396133594795258 0.013089250738814267 -0.030416230412545341 -0.00091705448562503123 -0.0023635777134907087
leaf_weight=224.23520748130977 0.929405435250373 0.18292974962969299 0.17360754220862862 0.88570484612137057 0.16183747761533596 1.4408286053221662 2.7357619537506244 5.3638281710445908 1.4059485197067285 1.954276207834482 2.7898094700649381 2.7509744679555328 2.5394250908866551 0.82959499955177296 1.7445847650524253 17.119788022246212 1.8955525457859028 3.7643805295228949 10.508743162266908 3.0403946153819579 3.5266046375036266 2.5950701534748077 4.9081151532009244 0.67899384372867899 1.8497637825785229 1.0376030555926252 2.9905631900764993 1.1713682550471265 8.9937908963765931 9.3860662654042226
leaf_count=1788 555 32 36 8 248 43 15 26 4 34 26 134 30 2 61 189 21 55 70 21 22 13 66 24 28 24 25 178 208 48
internal_value=0.000615335 -0.00969364 0.00182514 0.00751177 0.0141704 0.000690215 0.00123846 -0.000629556 -0.00378963 -0.0163248 -0.00718395 -0.000851853 -0.00231429 -0.0183505 0.000368359 -0.00205403 0.00103855 0.00691285 -0.00147921 -0.000240668 -0.00267519 -0.0098505 -0.00371893 0.00106102 -0.00158119 -0.000223966 -0.00281615 -0.000359704 -0.00431635 0.00237943
internal_weight=323.591 2.33349 1.40408 1.22115 1.04754 321.257 226.971 94.2861 32.5752 6.18491 4.23064 26.3903 24.9844 3.58057 21.4038 18.8644 61.7108 18.5143 43.1966 41.301 30.7923 10.5436 7.50319 20.2487 16.7221 16.0431 14.1933 13.1557 10.1652 14.7499
internal_count=4034 879 324 292 256 3155 1803 1352 523 103 69 420 416 136 280 250 829 129 700 679 609 100 79 509 487 463 435 411 386 74
is_linear=0
shrinkage=0.026724


Tree=407
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 1 1 0 0 0 1 2 2 2 0 2 2 2 1 0 1 1 0 0 1 0 0 1
split_gain=0.331763 1.69118 2.03176 0.68462 0.899809 0.952483 0.619335 0.55579 1.70979 1.59721 0.765322 0.842989 1.56202 0.882974 2.37299 1.66091 1.34201 1.38821 0.899714 2.00606 1.09499 1.70067 0.71824 0.566443 1.85019 2.09216 1.06356 0.948062 1.49725 1.63907
threshold=0.45368402140000008 0.56065686655000013 0.56395018115000017 38.903925214650009 39.184300550350009 0.58415915690000009 42.402981339000007 0.44805544745000009 0.43967246490000006 0.5771833178500001 0.57152480465000022 0.54646567465000018 0.43401395170000007 41.827117825850003 42.094663496250007 41.178189531300006 0.5654770815500002 43.487767439550005 40.280372415600006 37.828051409500013 0.40955360615000008 0.5681267027500001 0.45206730335000006 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.41988263825000011 0.5398790455000001 0.53833717555000005 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=7 -2 -3 -4 -5 -6 -7 8 10 -10 11 12 23 15 -15 18 17 -16 19 20 -13 -22 -9 26 25 -25 27 28 29 -1
right_child=1 2 3 4 5 6 -8 22 9 -11 -12 13 -14 14 16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011814726631780104 -0.063812283214346746 0.026375878373852434 -0.046979608937636058 0.026914559962647331 -0.043056601875021701 -0.039659834727736203 0.018888747681000701 0.018106705932114196 -0.048001024758706018 0.021947480426135393 0.021740964299035423 0.031647146216101527 0.034133063680183422 0.036685351341779401 -0.049654026599374124 -0.050269133495104985 0.016526838634803507 0.0013790633318099029 0.0052432549702075559 -0.045831236592349417 -0.042549561090307213 0.02914263001796373 -0.0016440319929775949 -0.030401907344460299 -0.032531435813789929 0.030297870572082847 0.018514770943953082 -0.010151302562073578 0.015697395930936178 -0.030674868551858355
leaf_weight=238.26601212046808 0.73246917477808793 2.5874036313034594 0.93586728978698364 0.81162766023771871 1.3789555856492373 0.38170917666866433 1.0122537345741873 6.4616420931415615 2.0027841645060103 0.66781677454127919 2.697093850845703 1.1816617324948331 2.2093339154962441 2.2790965735912314 1.7770691402256491 1.6473697200417508 1.7192391999997196 1.5148876293096689 4.4857285693287849 2.361588810570538 1.3343365243636074 0.81935374438762654 5.0187285980209708 1.3645161835593165 3.0878310985863209 2.4094590693712234 5.426581382751464 11.205352701246737 10.891711447387932 2.5039410711615337
leaf_count=2252 19 17 287 23 137 213 264 61 54 28 59 3 45 7 25 19 18 49 24 61 48 5 27 50 22 9 20 66 40 82
internal_value=0.000814551 -0.00714375 -0.00130399 -0.0171474 -0.00935875 -0.0199759 0.00285638 0.00101369 0.00069197 -0.0305095 0.000970485 0.000781538 0.0013299 -0.00717321 0.00354904 -0.0137808 -0.0115214 -0.0261697 -0.00787768 -0.018209 0.00134886 -0.0152749 0.00947253 0.00106651 -0.010046 0.0083513 0.00135073 0.000996395 0.00149275 0.000850176
internal_weight=321.173 7.84029 7.10782 4.52041 3.58455 2.77292 1.39396 313.333 301.853 2.6706 299.182 296.485 277.365 19.1203 7.29029 11.83 5.0112 3.29196 10.1827 5.69694 3.33535 2.15369 11.4804 275.155 6.86181 3.77398 268.294 262.867 251.662 240.77
internal_count=4034 960 941 924 637 614 477 3074 2986 82 2904 2845 2586 259 99 160 92 74 141 117 56 53 88 2541 81 59 2460 2440 2374 2334
is_linear=0
shrinkage=0.0391687


Tree=408
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 2 1 0 0 0 0 0 0 0 2 0 1 1 2 2 0 0 2 0 0 2 2 0 2 1
split_gain=0.320594 0.692869 0.658866 1.20573 1.06402 0.537276 0.690022 2.2547 1.11723 1.27261 1.35976 0.506763 1.3317 0.495074 0.448906 1.89031 2.82847 1.97929 3.15961 1.01499 1.90714 1.88746 0.943932 3.27789 3.9473 1.89366 1.55802 0.860283 0.826975 0.807081
threshold=32.724174661450007 0.3055746834000001 0.51675099550000014 0.52404119640000013 0.3148857818500001 35.419594101850009 0.34398670700000006 0.49830843385000007 0.50008981770000005 0.51191581090000016 0.54429508100000012 0.5681267027500001 0.56859076075000015 0.50086823750000009 37.038444968100009 0.5296248615500001 0.46280051495000007 0.36575252235000005 36.491284729650012 37.828051409500013 0.5231430197000001 0.54136103710000005 38.748048509250005 0.49053920540000012 0.52770875125000016 38.244973486750006 38.400997490450003 0.49787431515000008 38.334060527150008 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -3 -8 -9 -10 -11 -12 -13 -6 15 17 -17 18 27 20 -16 -22 23 -21 28 -26 -27 -7 -25 -23
right_child=1 5 3 -5 13 14 7 8 9 10 11 12 -14 -15 19 16 -18 -19 -20 22 21 29 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.033179690308714392 -0.031545276274078111 0.021880484983444325 0.015876688244959282 -0.042564111413785549 -0.034440636994824983 -0.011721413630651279 -0.026146620830161518 0.026789370677232985 -0.020726740896862238 0.02341289684911534 -0.013995328095277565 0.042079726673539937 -0.033526508142347082 -0.094528716938325319 0.019344698958945635 -0.040567526474258084 0.033853687895338748 0.010903505000803893 -0.040380633501413632 0.012842348380889606 -0.032475987322916795 0.027478080245384673 0.00078373431579980917 -0.025871098581822079 -0.035798836736873701 0.025206496390674987 -0.0098577285032632397 0.018970765341523733 -0.053198328038025315 -0.0023873592913810442
leaf_weight=0.18934950232505743 0.63831806543748726 2.3433508351445189 1.3107728213071821 0.4558584575424901 0.52238833837327547 1.5493820905685445 2.0470980480313292 2.6389959976077062 1.6420638244599102 3.3437777487561107 2.0423445142805581 0.58818453550338734 0.35968586975650396 0.17550238221883774 7.5205911649391037 2.5260109461378302 0.60681263430160459 7.6725081992335618 2.3934659431688488 5.2509017512202254 1.6356414947658775 1.2605538368225095 255.03109290124848 2.0415458290372026 1.2113478647370355 2.3986659992078785 2.4582940797554329 2.0100123435258865 2.2088568359613419 2.776085786492331
leaf_count=1 125 22 6 111 78 50 26 13 11 14 22 1 80 2 52 66 44 47 26 41 19 3 2954 19 54 17 37 7 21 65
internal_value=0.000580372 0.00067029 -0.0101329 0.000796726 -0.0318954 0.000735457 0.00645145 0.00359604 0.00933187 0.0035558 0.00985095 -0.00531455 0.0133896 -0.0495513 0.000450077 -0.00447262 -0.0261525 0.000512139 -0.0128811 0.000740766 0.00912421 -0.00442661 0.000332039 -0.00706676 -0.0171979 -0.00117596 0.00745915 0.00561065 -0.0400726 0.00693896
internal_weight=318.849 316.196 2.65387 1.76663 0.88724 315.557 15.0055 12.6622 10.6151 7.97606 6.33399 2.99021 0.94787 0.697891 300.552 16.7582 3.13282 13.6254 5.95286 283.794 13.1929 5.67228 270.601 15.5696 10.3187 6.06831 4.85696 3.55939 4.2504 4.03664
internal_count=4034 3836 198 117 81 3711 189 167 141 128 117 103 81 80 3522 240 110 130 83 3282 139 87 3143 189 148 108 54 57 40 68
is_linear=0
shrinkage=0.0309526


Tree=409
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 2 0 2 2 2 2 2 2 2 1 1 1 0 0 2 0 1 2 1 2 2 0 2
split_gain=1.73455 2.62891 2.10922 1.89242 2.85405 3.1178 2.57831 2.04803 2.29383 1.87863 4.01133 1.86152 2.76434 1.78287 1.85581 2.3001 2.18558 4.85314 1.93445 2.00228 3.39626 4.27979 1.5843 1.55464 1.53397 1.46459 1.45778 2.00054 1.28663 1.25326
threshold=0.39072183470000005 0.47883296910000012 0.53544804050000006 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 43.631818398850008 0.53158588065000012 39.110279783550006 41.385032804600009 41.942745071500006 47.927946529500012 42.434124620650003 45.048573272350005 44.756878345700009 0.34219035360000005 0.34398670700000006 0.34509445825000007 0.4778150355000001 0.47769527860000011 42.719328117250008 0.42314601355000009 0.4662734648500001 48.96897326980001 0.39193437325000008 41.385032804600009 38.400997490450003 0.46989611090000011 42.522337019050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 -5 6 9 -7 -9 -6 -11 22 13 -13 15 16 -15 -18 -19 20 21 -20 -1 -4 -14 -12 27 28 -24 -25
right_child=2 -3 23 4 5 7 -8 8 -10 10 25 12 24 14 -16 -17 17 18 19 -21 -22 -23 26 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017774863060218496 -0.003029965724232561 0.0004738800671736322 0.0001597064996560258 0.0041874914846622546 -0.0021675025596965183 -0.0027259726886052823 0.0022623556686536374 -0.0024793047739902281 0.0019539277083191814 0.0023188945423578688 0.00086869881942072626 -0.0028515272696877673 0.001266194993157278 -0.0028386634905346146 -0.002591071535423635 0.0019822687391982032 0.0039270131798244193 -0.0030255739217765858 0.0011485796821092378 -0.0028637299718202824 0.0030243860695485397 -0.0027267377967973346 0.00028999795047126626 -0.0026756473333392635 -0.00041311346646374632 -0.0029938592481125446 0.0010614478218901519 -0.00029344578323698529 0.0019491434385785777 0.00059889638697765263
leaf_weight=2.1695308128837487 1.9448944432660962 175.30014792829752 91.256832839455456 0.73609209060669201 2.7235755575820821 5.313974258489905 2.609451711177825 1.3131088621448728 1.4592281384393571 2.8479111939668655 0.83879120089113746 2.6180064310319748 6.574951268732546 2.5055762417614558 2.7339506689459077 2.0576186925172797 1.3994706273078907 2.0311235431581727 3.4620504807680827 1.6686810441315163 1.7963007092475889 3.2925264560617507 7.1829848815686983 2.0826188974315296 6.3149171024560928 1.8939479710534213 12.583038651384411 24.609567837789655 4.5030060363933444 1.0366749455570241
leaf_count=233 30 893 868 1 28 140 7 183 12 24 13 65 20 109 96 14 2 35 20 25 4 96 63 479 34 55 54 131 22 278
internal_value=0.000192501 0.000301922 -5.5277e-05 -0.000739732 -0.00051404 -0.000696186 0.000152341 -0.0018414 -0.000145859 -0.000510693 0.000297895 -4.25703e-05 -0.000462581 -0.000958182 -0.00072155 -0.000440922 -0.000749544 -0.000366072 -0.000856497 -0.000425396 5.04383e-05 -0.000740448 0.000257373 0.000101962 0.00044348 -0.00180828 0.000347692 0.000100246 0.000929323 -0.00158738
internal_weight=378.861 262.803 116.057 21.681 19.7361 19 10.9137 8.08631 2.77234 8.30423 5.58065 87.5033 36.4552 23.5653 20.9473 18.2133 16.1557 13.6502 12.2507 10.2196 8.55088 6.75458 51.0481 94.3761 12.8899 2.73274 48.8786 36.2956 11.686 3.11929
internal_count=4034 1916 2118 493 463 462 127 335 195 120 92 1023 520 466 401 305 291 182 180 145 120 116 503 1625 54 68 270 216 85 757
is_linear=0
shrinkage=0.00243348


Tree=410
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 2 1 2 0 2 0 2 2 2 2 2 2 1 2 1 2 2 0 0 1 2 2 1 2
split_gain=2.76462 3.59208 3.07581 2.22286 2.16504 1.90362 4.21312 3.19231 2.18394 2.69461 1.70105 1.66273 1.72384 3.38236 1.42235 1.83935 1.18459 2.65304 1.16634 2.18313 1.35319 1.53973 2.75917 1.89039 1.14446 2.40361 3.15104 2.2729 2.87747 2.15421
threshold=0.39072183470000005 0.47721625100000004 0.53544804050000006 36.491284729650012 0.4662734648500001 0.39587138110000003 36.728658719300007 0.39476362980000007 43.631818398850008 0.53158588065000012 43.89540535710001 0.53043322055000008 41.385032804600009 39.110279783550006 42.522337019050006 42.536568606950006 44.421469061800003 47.927946529500012 0.34551360740000009 42.686561923500008 0.34548366815000003 39.952536079750011 40.750688432250008 0.42314601355000009 0.5398790455000001 0.41988263825000011 41.178189531300006 40.750688432250008 0.42114008565000011 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -2 10 7 -7 11 -8 -10 24 12 13 -5 -6 -16 -3 -18 20 -20 21 23 -23 -1 -4 26 -26 -27 -29 -30
right_child=2 16 4 5 14 6 8 -9 9 -11 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.0017198550363761575 -0.0029422972471722926 0.00051507950371135452 0.00078117924480573234 -0.0020586761446679766 -0.0025245437829094822 0.0039188741464707159 -0.0025733740559009291 0.0022052562690017042 -0.0023351178694594045 0.0019153236776907816 -0.0011746828304420741 0.001531082571748406 -0.0026902816338660518 0.0015935061011674038 0.0032115898175104625 -0.0022980043860602152 -0.0019515479626122641 0.00093948139327125826 -0.0027555798360640563 -0.00012015949265941166 0.002107845084453623 -0.0029792256075719982 -0.00021588301519270172 0.00072170348224596123 -0.00013324932828167585 -0.00017132743717769612 -0.0027704605751911514 0.002441837908365779 0.0018272725641438343 0.00017560039615073311
leaf_weight=1.8473326767561982 2.2847088575363186 201.99030006118119 16.74608701467514 2.7866353932768124 2.611695433966815 0.73576521873474021 5.8743828134611231 2.7166209667921057 1.5495720324106517 1.5517827868461607 4.6259847534820429 1.565371625125408 2.3146800696849823 2.5014908947050571 0.62273675203323342 0.63736520672682673 3.2114548683166495 3.3938582018017769 2.4580241937655947 4.8738355217501521 1.4918399918824423 1.9987941151484836 31.165799050591886 15.312817128375171 9.570472074672578 28.238769228337333 3.1239697858691207 4.3231933712959281 4.9244982600212124 24.66429869318381
leaf_count=141 30 975 61 28 479 1 140 7 183 12 191 6 63 23 1 277 50 16 69 107 6 79 396 77 71 332 30 11 19 153
internal_value=0.000213048 0.000343384 -6.84437e-05 -0.000803668 0.000106979 -0.000577418 -0.00132625 3.44792e-05 -0.00175621 -0.000208382 0.000174246 -0.000608743 -0.00104932 -0.000331051 -0.00156466 0.000424812 0.000484009 -0.000466116 -0.000152552 -0.00100369 -3.21188e-05 -9.55565e-05 -0.000382427 0.000458864 0.000242376 0.000121822 -0.00078224 0.000306479 0.000704353 0.00045049
internal_weight=391.714 267.744 123.97 23.881 100.089 21.5963 9.7115 11.8848 8.97574 3.10135 96.2173 9.16818 7.60281 5.28813 3.8718 1.2601 208.596 6.60531 59.1484 7.33186 51.8166 50.3247 33.1646 17.1601 91.5913 74.8452 12.6944 62.1508 33.912 29.5888
internal_count=4034 1916 2118 493 1625 463 336 127 335 195 868 120 114 51 757 278 1041 66 875 176 699 693 475 218 677 616 101 515 183 172
is_linear=0
shrinkage=0.00227998


Tree=411
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 1 0 2 0 2 2 2 0 2 0 1 1 2 2 2 1 0 1 0 1 1 2 2
split_gain=2.11895 2.89021 2.5491 1.9349 1.78694 3.04944 2.4118 3.20656 3.33264 2.01027 2.55454 1.56559 3.07564 2.67958 2.32065 1.64881 1.42481 2.08073 1.31132 1.28187 1.26066 2.98138 1.21746 1.19949 2.14988 1.58192 2.77518 1.1151 1.60112 1.86068
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 43.89540535710001 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 41.827117825850003 41.605323437500005 42.599563320500003 0.57944372925000021 43.077238082650005 0.57294691775000006 0.4591329601000001 0.3055746834000001 42.094663496250007 44.421469061800003 47.927946529500012 0.3979222179000001 0.56719858685000013 0.43837010870000009 0.54646567465000018 0.46280051495000007 0.34512439750000007 40.413896136950008 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 11 -2 -6 7 8 -7 -8 -11 12 14 16 23 -15 19 -18 -1 -13 -3 -22 -5 25 -25 -4 -27 -20 -29 -30
right_child=2 20 3 22 5 6 9 -9 -10 10 -12 13 -14 15 -16 -17 17 -19 27 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.0024454256601884167 -0.0030251440355322642 0.00047808505362469496 0.00031486054925973137 -0.00024031788272725784 0.0040998524695750552 -0.0027492203289032867 -0.0026455499635814521 0.0016470925906602522 0.0015102671581998515 -0.0024200702439573689 0.001856116544290055 0.0021619210283909313 -0.0031002596178135557 -0.0017242786773945156 -0.002433678354756187 0.00029128025306336691 -0.0031210355585419951 0.0011705236448366298 8.2990657593284855e-05 0.00080217316430837419 -0.002211684759584298 0.00090413657502805657 -0.0025057120969502397 0.0019724220183129104 2.2881126500133092e-05 -0.00088811564010659455 0.0014988321909356896 -0.002966637674197276 0.0014603746629248996 -0.00088867711764109526
leaf_weight=1.3668193873018015 1.9129710663110042 201.29452057555318 29.585583828389645 2.8386818543076506 0.73770022392273205 2.9877166058868188 5.1262546237558109 3.8932548081502318 1.5736006349325178 1.5362098987679931 1.6007761862128971 7.4216463193297448 1.7886820838320989 3.2503897806163859 2.050326310680247 7.608501719776541 1.0023152101784938 1.7249549820553509 43.957798548508435 8.1765325963497144 3.231128303334116 3.692517876625061 2.5066441246308386 5.0728722959756842 8.4800403132103366 18.225488788448278 3.2154283225536338 1.5487820003181685 2.3877752739936104 9.1158595078159106
leaf_count=125 29 989 119 37 1 93 140 15 6 183 12 21 48 46 465 73 11 75 448 36 50 17 384 30 78 189 12 48 60 194
internal_value=0.000194867 0.000313303 -6.32719e-05 8.50565e-05 -0.000851672 -0.000613479 -0.000821462 6.80362e-05 -0.00127975 -0.00173156 -0.00023797 0.000161056 -3.48876e-05 0.000620418 4.74026e-05 -0.000312037 0.00117295 -0.000406693 -0.00015251 0.00144914 0.000443901 -0.000549955 -0.00130265 0.000126174 0.000752597 -4.0207e-05 -0.000530152 -9.75369e-05 -0.000705516 -0.000401091
internal_weight=388.912 266.595 122.317 102.948 19.3685 17.4555 16.7178 8.45457 4.56132 8.26324 3.13699 97.6028 68.4184 29.1843 66.6297 10.8589 18.3254 2.72727 58.377 15.5982 208.218 6.92365 5.34533 64.5794 13.5529 51.0265 21.4409 57.0102 13.0524 11.5036
internal_count=4034 1931 2103 1624 479 450 449 114 99 335 195 1203 941 262 893 119 143 86 875 57 1056 67 421 428 108 320 201 750 302 254
is_linear=0
shrinkage=0.00236883


Tree=412
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 0 2 0 0 2 0 1 2 2 0 0 2 0 2 0 1 1 0 2 1 2 2
split_gain=2.74328 2.28826 3.48387 2.07967 2.01273 1.80195 4.19745 1.789 1.70784 1.96567 2.76401 3.31742 2.22832 1.8915 1.93939 1.6823 2.00945 2.32222 2.34267 2.61962 1.45951 2.78328 2.31982 1.43079 2.57376 1.58467 1.35983 4.09246 2.98538 1.85054
threshold=0.4662734648500001 0.47721625100000004 0.37078231190000005 0.50278434775000014 43.680097826700013 0.51191581090000016 0.5054040298000001 0.34512439750000007 0.5231430197000001 38.244973486750006 0.52863686715000002 0.52925062125000011 36.124181380200007 0.53749887730000012 0.40667944075000007 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 0.5223196910500002 36.79544512155001 0.51675099550000014 0.46280051495000007 0.45280081435000008 0.56859076075000015 38.625745710700009 0.35651627195000007 42.198888176300009 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 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 26 5 6 -4 -1 20 10 12 -12 -10 -13 -15 -9 -17 18 19 -18 21 -7 -23 24 -11 -26 29 -28 -29 -3
right_child=-2 2 4 -5 -6 8 -8 15 9 23 11 13 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=6.1471832165600895e-05 -0.0017589274473601214 0.0005589106654856807 0.0004837945038399375 0.0015646949673201896 -0.00076673573468493707 0.0019106509291289095 -0.0031015288126828534 -0.003111915597167488 -0.00039853062396867097 0.0003000934815057853 0.0025845162051453042 -0.0030922671326748621 -0.0041304184291016009 0.00090323904885736056 -0.00095256078626447646 0.0012637403805595766 -0.0027294798130190227 -0.0042751008692991253 0.0014019010914961801 0.00034055877312898084 0.001801242510880124 0.00097844165871001105 -0.0010053456855922537 0.0018194554271310332 -0.003193797263022314 -0.000338746216786816 0.00053137872377022289 -0.0026408828219125586 0.00051340989608094419 0.002208521236565461
leaf_weight=46.122439422877505 4.0506148015847421 11.275878608226778 4.8723600152879936 12.056414958089588 14.866215420421211 5.6868341341614785 3.2303873226046562 1.8146258278284211 1.7512832731008559 87.444461105391383 2.3068070411682156 1.5638193897902954 2.0850033415481448 5.308603696525096 9.0792757449671608 2.7104976233094922 3.8469388308003509 1.2069834098219878 2.385925680398941 2.8997218906879425 6.4970837756991378 6.3944074017927033 7.7650003950111568 3.3864024356007567 2.0029719667509189 2.7365285465493798 128.2520622368902 4.3228250220417967 3.0403629802167416 6.3088996931910506
leaf_count=573 757 48 32 64 459 21 50 53 14 565 7 25 30 19 193 62 113 12 13 56 22 23 48 17 31 41 606 34 18 28
internal_value=0.000238014 0.000258585 0.000338301 0.000589359 8.98302e-05 0.000173545 -0.000945595 -0.000175678 0.000236514 0.000110836 -0.000544801 -0.000149376 -0.00242679 -0.00054473 -0.000267838 -0.000911513 -0.000605544 -0.00109557 -0.00067536 -0.00140997 0.000797865 0.000469389 -0.000109465 0.000262412 0.000205214 -0.00154533 0.000512603 0.000429858 -0.00133843 0.00115074
internal_weight=397.272 393.221 332.234 165.256 166.977 152.111 8.10275 60.9871 144.008 117.665 22.0948 18.2585 3.83629 15.9517 14.3879 14.8647 13.0501 10.3396 9.13259 6.74666 26.3433 19.8462 14.1594 95.5704 92.184 4.7395 153.2 135.615 7.36319 17.5848
internal_count=4034 3277 2395 798 1597 1138 82 882 1056 942 288 244 44 237 212 309 256 194 182 169 114 92 71 654 637 72 734 658 52 76
is_linear=0
shrinkage=0.00243902


Tree=413
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 2 2 2 2 2 2 0 1 2 1 1 2 2 2 0 1 2 2 2 0 1 0 2 2
split_gain=3.70776 3.65542 3.6392 3.15294 2.28808 3.73628 3.36066 1.89821 2.00816 1.78635 1.78215 2.77689 2.89979 2.20811 1.88202 2.61934 4.06674 2.19781 2.35802 2.24581 2.81372 1.90162 3.74706 2.45364 3.6851 1.82833 1.80089 4.32173 1.78159 1.76679
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 0.4662734648500001 41.942745071500006 0.42018203045000008 47.927946529500012 44.262924377150007 47.927946529500012 42.434124620650003 37.198331469900005 35.050303764500008 0.54386096225000014 0.45540552680000007 42.599563320500003 0.40509266190000009 0.41714319930000004 41.827117825850003 41.243661560350013 40.80591513400001 0.54136103710000005 0.44805544745000009 39.952536079750011 39.458743938000005 40.206947806850003 0.55677973715000018 0.42209814075000007 0.54562737640000014 39.110279783550006 45.048573272350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 5 -1 9 -3 -9 -6 11 12 -4 -13 15 -12 -17 18 19 20 -18 22 26 28 -25 -19 -22 -28 -23 -11
right_child=2 7 3 -5 6 -7 -8 8 -10 29 14 13 -14 -15 -16 16 17 25 -20 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0019848633470926666 -0.00082204689970875552 0.00049785820173165363 0.002487175751045075 -0.0014785145676022402 -0.0022554346507067061 0.00036559333425156154 0.00040833352949571912 -0.0017328656470854799 0.00047611402917329749 -0.00039574552891643298 0.0012229485417605732 -0.0027043491447762513 -0.00064292285242674549 0.0003106887022175159 -0.00041939348724352954 -0.0015734770787683091 0.0012318260978138244 0.0019363011322142219 -0.0012195795797160906 0.00099969475939386287 -0.00329492200129303 0.00014708964959700641 0.0002633009825819166 -0.0027010585762536725 0.00062415661549762114 0.00038522717491522003 0.0014017363004879225 -0.0022394127315431816 0.0019330422519274783 -0.0020419175026118548
leaf_weight=2.6009284155443302 20.373533099424094 184.75711443647742 1.5341318547725658 4.6466996995150103 2.7165476535446968 50.551814016420394 13.148146159946917 2.916574900969862 3.1108281631022692 18.473834376316521 10.487794883549212 2.9791425298899412 3.677864343393594 1.2660287078469989 14.360377722652627 4.4411315470933905 5.877322979271411 5.0751752555370313 4.2098803464323273 11.684346444904802 1.8409518525004402 4.5809110356494767 7.4813355281949043 2.0783987608738235 2.9482495207339525 6.1456810254603624 1.7259375452995298 3.8562405835837126 3.6876748269423842 2.7381975166499606
leaf_count=227 479 849 3 757 65 276 54 43 16 305 30 48 74 18 269 34 16 14 33 46 20 47 33 44 18 33 5 70 12 96
internal_value=0.000191517 0.000313396 -8.25713e-05 6.14808e-05 -3.78323e-06 0.000250578 -0.000368433 0.000463402 -0.00059278 -0.000795246 0.000133084 -0.00065688 0.00027841 -0.00180518 0.000215651 0.000335454 0.000193637 0.000321889 0.000150137 0.000276145 2.80545e-05 -0.000222833 -0.000691897 0.000303005 -0.00075074 0.00108678 -0.00165458 -0.00111362 0.0009436 -0.000608245
internal_weight=405.973 281.014 124.959 104.585 90.2295 53.1527 37.0767 190.785 6.0274 23.9286 99.9386 9.45717 5.212 4.24517 90.4814 76.121 65.6332 61.1921 49.9712 45.7614 34.077 28.1997 14.9045 13.2952 5.02665 11.2209 7.42313 5.58218 8.26859 21.212
internal_count=4034 1931 2103 1624 1023 503 520 908 59 466 867 143 77 66 724 455 425 391 344 311 265 249 128 121 62 47 95 75 59 401
is_linear=0
shrinkage=0.0019125


Tree=414
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 2 0 1 2 0 0 0 2 1 2 2 1 2 2 1 1 2 2 1 0 1 2 1 2 1
split_gain=3.30792 4.25102 2.59628 3.39883 1.92874 1.90717 1.77848 2.69232 5.79041 2.38364 3.42325 2.06886 1.90872 7.25111 3.40627 3.34145 2.26163 3.2359 2.79864 2.54397 4.56348 3.82998 3.36048 2.05265 2.59695 2.43553 2.31884 1.75117 3.9299 2.19631
threshold=0.5231430197000001 0.47721625100000004 38.244973486750006 0.52366695610000014 0.4662734648500001 37.828051409500013 0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 0.50706565670000014 0.50278434775000014 38.625745710700009 0.35651627195000007 42.977735738100002 37.038444968100009 0.34575312120000007 42.779078631750004 43.384297312450009 0.34545372890000009 0.34542378970000004 41.872294782850005 42.753078181500008 0.34515433670000012 0.47865333370000007 0.34467530910000005 40.664404858950007 0.37668033890000002 38.903925214650009 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -5 7 9 -9 10 11 12 15 16 -15 -3 19 -18 -19 20 21 23 -23 25 -25 -14 -27 29 -29 -12
right_child=2 6 4 5 -6 -7 -8 8 -10 -11 27 -13 13 14 -16 -17 17 18 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00014670173414655551 -0.0051416011869772358 0.00036052150889983838 0.0001231077539901338 -0.00035476362933395346 -0.001469395322315862 -0.0024320684191697262 0.0015196719914529796 0.00094545313325115172 -0.0031614155350399753 0.0016732531134606835 0.00028777173238990332 0.0012941439997545231 0.0011989550032056797 -0.0024368459745612425 0.00041148215060727873 0.0020184342142670849 0.0010959978460942468 -0.0014431980642118241 0.00082149748736744363 -0.00037372978376274605 0.0023736006765152006 -0.0018122532695544404 0.00019150481724068563 0.0001180506424870235 0.0017382646793180033 0.00057136873708524499 -0.00091930985849826119 -0.0014310428576023899 0.0011732661798447743 -0.0019624372866738921
leaf_weight=59.545121758128516 0.68709480762481945 12.516002640128137 106.13606767030433 21.49115472758422 3.2704795979661858 2.0167922291439018 6.5457117678597561 3.1239414764568201 2.6446931241080165 6.725679285824298 2.8510138541460064 13.430520530790089 7.8088451027870205 5.4126904904842359 2.5894658081233501 8.5261772871017438 38.968274060636759 4.3389879986643773 4.7886697873473167 18.984834393486381 4.8930706940591326 5.6723937653005114 9.082043740898369 6.4465425834059742 11.470043562352656 8.7078873068094271 8.7053420916199666 3.9890118911862356 6.1345141120254993 4.9535073693841696
leaf_count=882 5 52 1030 438 544 58 29 17 81 21 13 64 25 42 17 32 199 29 22 93 22 40 48 23 36 30 39 22 29 52
internal_value=0.000204288 0.000334822 -5.83936e-05 -0.000663856 7.55032e-05 -0.00053298 0.000471808 0.00043798 -0.000937385 0.000478255 0.000436014 0.000524376 0.000459318 0.000371867 -0.00151514 0.0010323 0.000488141 0.000839593 -0.000255064 0.000281425 0.000479526 0.00031944 -0.000578847 0.000626676 0.0011553 0.000251167 -0.000173862 -0.000413405 0.00014708 -0.00114043
internal_weight=402.457 268.855 133.602 24.195 109.407 23.5079 209.31 202.764 5.76863 196.996 190.27 172.342 158.911 137.869 8.00216 21.0422 129.867 48.0959 9.12766 81.771 62.7862 57.8931 14.7544 43.1387 17.9166 25.2221 17.4132 17.928 10.1235 7.80452
internal_count=4034 1959 2075 501 1574 496 1077 1048 98 950 929 813 749 665 59 84 606 250 51 356 263 241 88 153 59 94 69 116 51 65
is_linear=0
shrinkage=0.00204248


Tree=415
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 1 1 2 1 1 1 2 2 1 0 2 2 1 2 2 2 1 0 0 2 0 0 2 2
split_gain=0.413478 0.913374 1.79367 1.25735 0.927475 2.04324 1.10068 0.771222 2.15643 1.24984 0.995959 1.47526 0.763418 1.04842 0.853004 1.25685 0.683397 4.05548 2.20163 1.78721 2.11207 1.50607 1.84202 2.15222 1.38927 1.20126 1.02409 1.47728 2.43795 1.41237
threshold=0.47721625100000004 0.4778150355000001 0.47808448850000007 0.34536391125000004 44.262924377150007 47.709122305950011 0.40301188585000008 0.34551360740000009 42.686561923500008 0.34548366815000003 0.34524415440000006 0.34536391125000004 42.719328117250008 44.756878345700009 0.35862698720000002 0.45589952400000006 39.952536079750011 41.535369675400013 0.32388251845000005 41.898943182100005 42.488347682450005 39.256147742250008 0.33204095685000007 0.43260680815000008 0.42018203045000008 42.719328117250008 0.39718870690000002 0.39672464895000009 49.122847560300009 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 -4 -6 -7 9 -9 10 16 -12 -10 -14 -15 -16 21 18 -18 -19 -21 22 23 24 -1 -22 27 28 -27 -28
right_child=1 2 4 -5 5 6 -8 8 12 -11 11 -13 13 14 15 -17 17 19 -20 20 25 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.033502949670988651 0.0016848995431260005 -0.030898307912612489 0.0015450741499272373 0.022343421527746214 -0.031571755563450439 0.0059430617027596225 -0.034355949493379473 -0.039560857719063564 0.036047101657436555 0.029884135855381282 -0.053240518154075697 0.004061981646873913 -0.03441677186572005 0.034669118786512625 0.034363239071374466 -0.033997441940815762 0.0010876005200535859 0.020840784228028476 -0.051857637987175263 -0.03754344553981627 0.025218919798942602 0.024803134418356691 0.0075565112376850731 -0.055113264034066384 0.02689982788108719 0.0051840440998417725 -0.0058162475252838252 0.024815095990029179 -0.040681788293018446 -0.049318579828933076
leaf_weight=0.67837502493057333 7.8175107408314926 1.8185596494004119 251.97490467985335 5.0047686696052551 2.8369231178949104 5.8139087790623307 0.79833555402001355 2.0262703613261683 0.57892936468124423 1.3655095817521203 0.92502604873152339 0.93632264621555805 0.84920582640916142 0.7744976058602332 0.4422703795135019 0.7524580005556345 1.2061872528865962 4.129700094927105 2.4981204508803785 1.6302070857491369 1.8584350659512008 3.2006723619997492 8.023734886053715 1.2100621238350866 0.94198445975780487 6.4769959648838249 4.0034731412306419 2.5547751486301422 1.4732813686132429 0.95789833366870869
leaf_count=102 34 18 2535 29 224 66 246 76 2 6 29 13 48 3 2 52 28 26 86 54 18 11 83 12 6 100 94 7 15 9
internal_value=0.000875228 0.00136085 0.000952307 0.0097483 0.00117387 -0.00872477 0.00107752 -0.00183343 -0.0132848 -0.000424151 -0.00139327 -0.0244154 0.0023869 -0.00452719 0.00836234 -0.00869135 -0.000344095 -0.00335934 -0.0346177 0.00165656 -0.00252307 0.00540308 -0.000317609 -0.0226393 0.00161178 0.000772223 -0.00216528 0.00352576 -0.00331544 -0.0142153
internal_weight=325.559 276.065 263.243 12.8223 261.424 9.44917 6.61224 49.4944 5.42363 44.0708 42.7053 1.86135 3.39736 2.81843 1.96923 1.19473 40.8439 26.7891 3.70431 23.0848 18.9551 14.0548 10.8542 2.83042 1.62036 17.3249 15.4664 10.5051 7.95028 4.96137
internal_count=4034 3152 3089 63 3071 536 312 882 183 699 693 42 107 105 57 54 651 437 114 323 297 214 203 120 108 243 225 122 115 103
is_linear=0
shrinkage=0.0321822


Tree=416
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 1 2 2 2 1 0 2 0 1 2 2 2 1 1 1 1 2 1 1 1 0 2 2 2
split_gain=0.3852 0.686936 0.839863 1.00417 0.779504 0.507202 0.474531 0.519608 0.645818 0.395853 0.383524 1.33455 2.37347 1.50117 1.43716 0.766016 1.52854 1.51091 1.02806 1.17718 3.45899 0.909455 1.97373 1.54245 1.65837 3.66182 2.11294 2.76845 1.62774 4.11595
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.43929822460000006 0.5696985120000001 0.46112391845000006 42.522337019050006 42.536568606950006 40.80591513400001 0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 40.633548727200008 40.94178426300001 40.316494640950005 0.34554354660000003 0.34515433670000012 0.3447052483500001 0.37286308795000006 42.660927378600007 0.34569324270000007 0.34545372890000009 0.34542378970000004 0.4784437592000001 42.47354681640001 41.872294782850005 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 10 -5 -8 -9 -6 15 12 -12 14 -14 17 18 -1 19 20 -17 23 -23 24 25 28 -26 -28 -18 -30
right_child=1 2 3 6 9 -7 7 8 -10 -11 11 -13 13 -15 -16 16 21 -19 -20 -21 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0019317698307741464 -0.028125702350879456 0.031748596733933196 -0.032466554879201089 0.026117945147665522 -0.011212819117364263 0.010564097508208943 -0.030018010421325965 0.031588440724746245 -0.027502546370911461 0.010670413236663451 -0.039896838650067767 -3.4735617698958957e-05 0.025555840857334342 -0.028396289223568121 -0.029182808319797478 0.014565096407458152 0.004134031430505147 0.012857075712795447 -0.025558039482585018 0.0095613096519766988 -0.061461173532170364 -0.029201974391442169 0.00076211838900157325 0.0051586120734288818 0.0052250107294082009 0.029243369501612639 -0.04046300123882305 -0.0043157576668259364 -0.045536868861854519 -0.0028287232769335299
leaf_weight=81.703159577096812 0.88947861017368168 0.73146551847457919 1.1814072582055817 0.41335045447340224 1.2365655824542048 3.9145150459371498 0.46183162217494078 0.35621023178100586 0.22431971688638441 1.2241623426089061 1.771480647556017 85.27817815321032 1.5759116690605885 0.94802950386656437 0.46146317699458439 0.97265389608219199 24.681516107404605 10.647703914903103 2.7464115247130394 2.1892216876149178 0.82149252388626337 2.3630871283821753 5.3165296348743141 45.379341345629655 3.5419775722548348 3.1076271850615731 2.940472399815917 3.3998903594911098 1.7753341745119531 31.047520821564831
leaf_count=608 393 2 76 5 59 30 122 1 281 38 44 889 21 82 75 9 137 68 19 7 55 22 61 412 33 23 26 23 37 376
internal_value=0.000668246 -0.00579541 -0.00238809 -0.0137805 0.00702336 0.000805422 0.00138445 -0.00842366 0.00875538 -0.000326354 0.000683247 -0.00081915 -0.0148816 -3.80396e-05 0.0131576 0.00129083 -5.63976e-05 0.00319142 -0.0127172 -0.00386388 -0.0202453 0.000633221 -0.0084581 0.00123576 -0.00128951 0.000399981 -0.0116518 -0.0210798 -0.00115876 -0.00513874
internal_weight=323.302 6.71879 5.82931 2.63712 3.19219 316.584 1.45571 1.04236 0.58053 2.46073 312.669 90.0351 4.75688 2.9854 2.03737 222.634 130.283 92.3509 6.72978 3.98337 1.79415 123.553 7.67962 115.874 70.4943 60.612 9.88234 6.34036 57.5044 32.8229
internal_count=4034 977 584 485 99 3057 409 404 282 97 3027 1111 222 178 96 1916 1240 676 90 71 64 1150 83 1067 655 573 82 49 550 413
is_linear=0
shrinkage=0.0272798


Tree=417
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 0 0 0 0 0 1 2 2 0 0 1 1 2 0 0 0 0 1 2 2 1 0 1 2
split_gain=0.352485 1.44772 1.35217 0.739491 1.32293 1.28474 1.0321 1.01523 1.66185 0.975053 0.846191 0.711205 2.05298 5.68648 1.80656 1.71415 1.67768 1.48945 0.949578 0.918256 1.73406 1.73051 0.696446 2.33524 1.96344 1.8613 1.53412 0.672005 0.64367 0.625121
threshold=0.47883296910000012 0.47961138885000004 0.4784437592000001 49.122847560300009 48.86568841230001 44.262924377150007 0.55677973715000018 0.54228915300000013 0.54386096225000014 0.50706565670000014 0.55832160710000012 0.34545372890000009 41.50623664750001 42.824128352900011 0.48244064550000004 0.48271009850000007 0.34512439750000007 0.34503457980000002 41.741384785950011 0.48537468940000006 0.48797940185000005 0.48351845755000006 0.49336846205000007 0.35862698720000002 41.975471476700008 42.006870117350005 0.36359689830000008 0.49830843385000007 0.34566330350000002 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 29 4 5 11 -5 9 -9 -7 -8 12 16 17 18 -16 -3 -14 -13 21 -21 -17 25 24 -24 -22 -25 -28 -2 -1
right_child=1 3 -4 6 -6 7 10 8 -10 -11 -12 14 13 -15 15 19 -18 -19 -20 20 22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.0021340521045856791 0.0059544346107486667 0.00289320687510601 -0.016689889896069093 -0.031667332482685322 0.024663344131511 -0.0038944091958331723 0.033619743759837124 0.022912974682320456 -0.030549485235305165 -0.03402829096541473 -0.028168951168751857 -0.016284463158978715 -0.0063228089622832696 0.015115656905036049 0.02278522402035138 0.0046494931378319379 0.020708016296606863 -0.031795292119921416 -0.0014408126275658934 0.014869495142485957 -0.020973607020878839 -0.018479949115511745 0.029046117185887087 -0.021536776483671596 0.0019904949554227754 0.0053778695631415607 0.013918241718673919 0.00032116677027894193 0.019640802711427676 -0.0032090002495186749
leaf_weight=38.744613183080219 7.7454481795430166 8.2824935317039543 4.0031705126166335 1.2302815272705618 1.7563129330519576 1.3735347869805985 0.44311547279357899 1.208930382505059 0.70091597118880589 2.0310193769983016 0.27353852961095981 7.2342572750640084 3.1999964118003827 6.7995514497160912 2.71996996551752 4.7032606005668622 7.863847240805625 3.8703498132526875 6.0299016460776329 6.7664482109248629 3.9270508792251331 5.1948084942996502 4.0505536794662458 2.4322163835167876 4.1376089304685593 4.2688566520810127 2.8282184981508172 143.84572407454107 3.9642573297023773 29.380190045689233
leaf_count=476 33 34 31 84 12 36 1 5 98 134 164 37 17 29 52 20 41 29 30 34 29 40 41 18 29 17 14 1901 25 523
internal_value=0.00061327 0.00110605 -0.0010871 0.000637912 0.000778244 0.000598564 -0.0163167 -0.0128281 0.00329219 -0.0218711 0.0100357 0.000911311 0.00487388 -0.00292087 0.000311018 0.00101755 0.0115697 -0.0202666 -0.00953652 0.000692507 0.00116266 -0.00748954 0.000602222 0.00101128 0.0153745 -0.00724838 0.000222527 0.00058335 0.0105879 -0.000170247
internal_weight=321.01 248.882 72.128 237.173 235.226 233.47 1.94694 5.3144 1.90985 3.40455 0.716654 228.155 30.0162 13.8699 198.139 184.875 16.1463 7.07035 13.2642 182.155 172.257 9.89807 165.49 157.294 8.18816 8.19591 149.106 146.674 11.7097 68.1248
internal_count=4034 3004 1030 2946 2697 2685 249 273 103 170 165 2412 150 75 2262 2195 75 46 67 2143 2083 60 2049 2003 70 46 1933 1915 58 999
is_linear=0
shrinkage=0.0276241


Tree=418
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 1 0 1 2 1 1 1 0 1 0 1 2 2 1 0 0 1 2 0 0 1 1 1 2 0
split_gain=0.341248 0.597965 0.346264 0.406021 0.461945 0.466536 0.322349 0.728351 1.92705 0.974483 0.854274 1.33802 0.717673 0.694271 2.92434 1.29747 1.7868 1.09966 0.906966 0.793676 0.718637 3.42609 1.30814 1.09499 3.36232 2.5917 1.43691 1.14355 2.51212 2.72393
threshold=0.57944372925000021 42.402981339000007 0.4591329601000001 42.434124620650003 0.48459626955000007 0.48627286610000009 0.47721625100000004 0.34551360740000009 42.686561923500008 0.34548366815000003 0.34524415440000006 0.34536391125000004 0.47754558250000007 0.34512439750000007 0.47943175355000006 0.34527409360000011 41.50623664750001 40.664404858950007 0.34479506600000004 0.47808448850000007 0.47943175355000006 0.34560342505000002 42.141702038450013 0.48537468940000006 0.48386275860000011 0.34587287805000005 0.3459626957000001 0.34575312120000007 41.218101594450012 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=6 -2 -3 -4 -5 -6 7 9 -9 10 -1 -12 -8 14 19 16 -15 -16 -19 -14 21 -17 -23 24 26 -25 27 28 -22 -30
right_child=1 2 3 4 5 -7 12 8 -10 -11 11 -13 13 15 17 20 -18 18 -20 -21 23 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00023416731591256417 -0.035705393496873752 -0.045539668922022367 0.040600398882188395 -0.039611285814662424 0.039723809190732526 -0.035380699085253098 0.013723377918516268 -0.042798050684556992 0.0022508408534803398 0.029555011092504829 -0.056789432467172517 0.0042587936259725822 -0.012040083523559151 0.029048369624444206 0.015973855460029447 -0.011525347414018824 0.00094074970994211654 0.0052695820477970641 -0.015581817380147729 -0.035543135933840134 0.011286538098196472 0.032809074540044503 0.005603931429653132 0.026795325000901579 -0.040913453098222703 0.00085128211301395873 -0.017038081934386093 0.013926452987919708 -0.00029566302101979164 -0.040005578911618808
leaf_weight=39.605224605998956 0.87386335880728383 0.16538696887437243 0.34830042719840981 0.29739652984426357 0.32853290351340547 0.14903489843709394 5.6290661431848994 1.874970604723784 3.1623175132554024 1.3083168808370818 0.8587026382156171 0.92381692957133055 3.6263237819075611 4.9638748914003354 5.6687716916203525 6.3691095551475874 6.4417399289086461 6.3666500002145749 4.3543569594621658 3.5000711428001523 8.1240869387984365 5.558373309671877 3.6164074279367924 4.9072617068886748 3.0045387521386138 174.40494763472816 6.1685301426332435 7.056784786283969 5.5173540450632554 3.4994339868426323
leaf_count=651 555 32 1 37 5 249 30 76 107 6 29 13 18 19 22 39 31 30 21 24 33 30 34 25 26 1723 35 70 38 25
internal_value=0.000715559 -0.0132229 0.00202291 0.00902592 -0.00516493 0.0162859 0.000810792 -0.00185541 -0.0145172 -0.000361575 -0.00130727 -0.0251503 0.00128429 0.00101821 -0.00475468 0.00158473 0.0131736 0.0034322 -0.00319925 -0.0235834 0.00100557 0.00831355 0.0220857 0.000471472 -0.00538452 0.0015613 -0.00186916 0.00199774 -0.00291323 -0.0157072
internal_weight=318.674 2.16252 1.28865 1.12326 0.774964 0.477568 316.511 47.7333 5.03729 42.6961 41.3877 1.78252 268.778 263.149 23.5162 239.632 11.4056 16.3898 10.721 7.12639 228.227 15.5439 9.17478 212.683 33.3707 179.312 30.3662 24.1977 17.1409 9.01679
internal_count=4034 879 324 292 291 254 3155 882 183 699 693 42 2273 2243 115 2128 50 73 51 42 2078 103 64 1975 227 1748 201 166 96 63
is_linear=0
shrinkage=0.0352078


Tree=419
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 1 0 0 0 1 0 2 2 0 0 2 1 0 1 2 0 2 0 2 1 0 0 2
split_gain=2.28358 3.59882 2.97796 1.89525 2.81065 2.5795 1.74208 2.67971 3.00546 1.62347 2.68666 1.53882 1.52592 1.47983 1.97796 1.458 2.3454 2.02954 2.59597 1.72497 1.44393 1.51247 2.05067 1.75862 1.74032 2.58348 2.06305 1.42393 1.51236 1.96064
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 41.872294782850005 47.927946529500012 41.741384785950011 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.4778150355000001 0.47769527860000011 0.4662734648500001 0.42569084760000003 44.262924377150007 47.927946529500012 0.45798030000000006 0.47396784530000008 42.719328117250008 0.34542378970000004 0.37331217625000007 0.32388251845000005 39.110279783550006 0.46898296455000005 35.171584490050009 0.47464147780000004 40.316494640950005 0.34398670700000006 0.47961138885000004 0.48068920095000006 41.147265497500008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 7 8 -2 10 15 -4 -1 27 -15 19 -17 18 -18 -5 -14 22 23 -22 26 -26 -23 -3 29 -29
right_child=2 13 11 4 -6 -7 -8 -9 -10 -11 -12 -13 20 14 -16 16 17 -19 -20 -21 21 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0018744656006638349 -0.0032069912975231955 0.0015353557259538159 0.00018640661802326488 0.00059124030917271665 0.00050002018881596644 0.0025492356949319553 -0.0018767185262903337 0.0014347233218723245 0.0015068395551090313 -0.0033344232251389383 0.0025815728131761365 -0.0020495629375575212 0.0018076504624215143 -0.0025724843255652912 0.00075742203207035776 0.0013912187595139715 -0.002162286029556025 -0.0031060928812786017 0.0014907249219020138 -0.0030972418553963333 0.0012322302025683286 -0.0038419904563669438 0.0020201259097918441 -0.0015863109459720321 -0.0016662259453978834 0.00052226073452615364 0.00047734598893214744 0.00062468375596237398 0.00066832745353410971 -0.0016324835668891891
leaf_weight=2.9583109590457743 3.2280094334855693 13.805939331650732 89.814115228480659 1.2779823187738752 12.495106466114519 3.678697742521762 10.449609564617274 4.3084556739777327 1.6251572854816911 2.4594666063785544 1.6274612545967091 2.5290462532138909 4.1602208167314521 2.6727346451953045 3.0551668368279934 3.3068749457597724 3.2280815131962282 3.4493186986073852 2.9990411661565304 4.8919815705157816 3.4669620702043158 2.2356857210397751 6.2055582413449883 3.6126274410635233 5.8082470297813442 16.72064733505249 1.4613850712776182 7.0919933170080167 150.57504221051931 5.4303681291639805
leaf_count=233 98 57 867 13 54 16 355 19 7 40 5 757 12 43 16 24 35 104 15 245 38 32 28 27 28 59 15 28 730 34
internal_value=0.000251905 0.000393252 -8.73068e-05 -8.34154e-05 -0.000581228 0.000270193 -0.00108779 -0.000187948 -0.00162849 -0.00116256 -0.000905514 0.000125169 9.03956e-05 0.000617825 -0.000796368 -0.00120181 -0.00066413 -0.00136653 -0.000402961 -0.00233325 0.000223496 5.66965e-05 0.000833815 -0.000206037 -0.000336964 -4.19601e-05 -0.00213464 0.000663615 0.000589824 -0.000354145
internal_weight=380.629 268.675 111.954 86.0437 35.7353 50.3083 19.6112 9.16162 4.85317 23.2402 20.7807 92.3432 46.6296 182.631 5.7279 19.1533 12.9833 9.67644 6.22712 6.16996 43.6713 39.5111 13.2851 7.07959 26.226 22.5289 3.69707 176.903 163.097 12.5224
internal_count=4034 1931 2103 1023 535 488 479 124 105 481 441 1624 472 908 59 436 178 154 50 258 239 227 93 65 134 87 47 849 792 62
is_linear=0
shrinkage=0.00282697


Tree=420
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 2 2 0 0 2 2 2 2 1 1 0 2 0 2 2 0 1 2 2 1 2 2 2 0 0
split_gain=2.92585 3.57028 3.38765 2.21217 1.97156 2.15108 2.22929 2.21266 2.44779 2.30648 1.83521 1.82074 3.98378 2.38022 3.61884 2.56121 1.97051 2.86462 1.75723 2.51479 2.72417 1.82819 1.73295 1.74295 1.59277 1.53948 1.50998 2.33316 1.45135 2.61295
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 0.4662734648500001 0.4784437592000001 41.872294782850005 41.741384785950011 0.4778150355000001 0.47769527860000011 47.927946529500012 43.89540535710001 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 0.53043322055000008 43.631818398850008 0.53158588065000012 37.198331469900005 35.050303764500008 0.54386096225000014 0.45434268435000008 41.571132012400007 41.535369675400013 0.39408999735000005 48.96897326980001 44.262924377150007 47.927946529500012 0.45798030000000006 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 10 5 6 22 8 9 28 18 -2 -13 14 15 24 -15 -18 19 20 -4 -21 23 -1 -14 -11 -3 -28 -7 -30
right_child=2 26 3 -5 -6 7 -8 -9 -10 25 -12 12 13 16 -16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0002217662291272787 -0.0028095007030829499 0.0005385835099451314 0.0027998677864285184 -0.0016182183153847312 -0.0014421246256179016 -0.0017016767134489658 0.0019744143534755165 -0.0025989781537336418 0.002192903376937685 0.0010883821985027712 -0.0011246550572084903 0.0042362060838690143 -0.0025385479771083915 -0.0024465700545019831 0.0020642544167786231 0.0014170895357707265 -0.0022270965792920367 0.0017042018504825902 0.00032276552380055803 -0.0030416277506754063 -0.00075126768444378216 0.0002077141217731654 -0.001610202696413242 0.0023733280769183099 0.0003042448200493584 -0.00041241360076092 -0.0018991757776341449 0.00071294953127034298 0.0012090779618515056 -0.00099282065574452525
leaf_weight=38.58657391613815 2.0554705690592554 183.46508283168077 1.4725771546363811 3.4370791792171067 4.429711513221263 6.1969127901829806 3.7028639847412697 1.9559028539806593 1.875537335872649 6.5776028856635076 5.0115132797509423 0.75547212362289684 3.4331955797970313 5.5763166218530369 2.6560581028461456 1.5986771732568739 1.8524194920901211 1.6617247425019739 83.398284535855055 2.6211918140761559 3.3284225310198963 1.1897201747633515 2.3220000956207505 1.8653653925284732 1.2781934179365633 6.3468527272343636 3.0812738090753546 3.3982163108885288 3.4237400759011498 9.9455760531127435
leaf_count=426 29 849 3 757 31 258 16 28 5 20 190 1 93 140 7 6 183 12 534 46 74 20 22 5 8 34 43 16 24 154
internal_value=0.000211717 0.000334959 -6.98309e-05 9.57292e-05 -2.91255e-05 4.64694e-05 0.00035623 -0.000349892 -0.000221888 -0.000361283 0.000156447 -0.000866857 -0.000654597 -0.000859224 -6.44871e-05 -0.000960525 -0.00164309 -0.000368113 0.000226225 -0.000708679 0.000337947 -0.00202722 0.000216146 0.000320981 -0.0017673 0.000351382 0.000502158 -0.000529227 -0.000832033 -0.000428938
internal_weight=398.5 277.173 121.326 100.459 87.2286 82.7989 46.4768 36.3221 34.3662 32.4907 97.0217 20.8675 18.8121 18.0566 8.96612 6.31007 9.09046 3.51414 92.0102 8.61191 4.801 3.81091 42.7739 40.4519 4.71139 12.9245 189.945 6.47949 19.5662 13.3693
internal_count=4034 1931 2103 1624 1023 992 469 523 495 490 867 479 450 449 114 107 335 195 677 143 77 66 453 431 101 54 908 59 436 178
is_linear=0
shrinkage=0.00217391


Tree=421
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 1 1 0 0 0 1 2 1 2 2 2 2 1 0 1 0 1 0 0 1 0 0 1
split_gain=0.353228 1.50049 1.81479 0.582145 0.883359 0.841844 0.555588 0.549679 1.5957 1.45049 0.670738 0.893815 1.45488 0.80762 2.2285 1.53677 0.935789 0.893675 1.84431 1.0407 1.46655 0.659008 1.02486 0.487203 1.64544 1.8936 0.9854 0.858521 1.35569 1.40115
threshold=0.45368402140000008 0.56065686655000013 0.56395018115000017 38.903925214650009 39.184300550350009 0.58415915690000009 42.402981339000007 0.44805544745000009 0.43967246490000006 0.5771833178500001 0.57152480465000022 0.54646567465000018 0.43401395170000007 41.827117825850003 0.42473279245000012 41.178189531300006 49.835088602800006 40.280372415600006 37.828051409500013 0.40955360615000008 0.5681267027500001 0.45036076765000005 0.56859076075000015 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.41988263825000011 0.5398790455000001 0.53833717555000005 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=7 -2 -3 -4 -5 -6 -7 8 10 -10 11 12 23 15 16 17 -15 18 19 -13 -21 -9 -23 26 25 -25 27 28 29 -1
right_child=1 2 3 4 5 6 -8 21 9 -11 -12 13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010144541131154319 -0.05044807585559502 0.019667745032404451 -0.037698972551871039 0.020556552119872062 -0.035004886303517162 -0.032451520065665665 0.01437269002599687 0.018817021140067294 -0.038892675460212967 0.015902590047078141 0.016902228823171935 0.02475297429716037 0.027428108862331369 -0.038372365642961107 0.014502062609900664 -0.040554941674874258 0.0050015919417734705 0.0038287231628932974 -0.037340645924286597 -0.034601513506628545 0.021075215911360766 -0.0096098395664294817 0.01363993412090391 -0.023070198123967697 -0.024612629227176771 0.024429496093967554 0.014738340233814044 -0.0078058805674851867 0.012376342879686295 -0.023410341138097781
leaf_weight=237.73189447581535 0.71160304569639166 2.5953828785568476 0.86924434106913384 0.82794627093244377 1.3589808422548233 0.36284751445054986 0.92504422756610438 3.7379149593180028 1.8975738083827303 0.6730874488421249 2.6468589519499792 1.1507852375507375 2.1495730144670224 1.5199331985786551 4.9329895162954926 1.5926212482154358 0.7711308596190064 4.5699857398867607 2.2910661045461893 1.2729518692940476 0.78763527050614346 3.761367455124855 4.0489908355521038 1.3660303336801001 3.1349843014031649 2.3449016213417053 5.384203426539897 11.207132037729023 10.809519175440071 2.4403648445731951
leaf_count=2252 19 17 287 23 137 213 264 26 54 28 59 3 45 47 30 19 22 24 61 48 5 18 44 50 22 9 20 66 40 82
internal_value=0.000710077 -0.00609774 -0.00154985 -0.0142264 -0.00835463 -0.0173981 0.00118055 0.000876903 0.000613191 -0.0245454 0.000830143 0.000686161 0.00114714 -0.00606331 0.00236321 -0.0112818 -0.0237735 -0.00665319 -0.0153588 0.0003235 -0.0133197 0.007743 0.00244314 0.000941273 -0.00750667 0.00694439 0.00115742 0.000878523 0.00126631 0.000766276
internal_weight=319.875 7.65105 6.93945 4.34406 3.47482 2.64687 1.28789 312.223 300.675 2.57066 298.105 295.458 276.569 18.8891 7.22405 11.665 2.29106 10.0724 5.50244 3.21137 2.06059 11.5483 7.81036 274.419 6.84592 3.71093 267.573 262.189 250.982 240.172
internal_count=4034 960 941 924 637 614 477 3074 2986 82 2904 2845 2586 259 99 160 69 141 117 56 53 88 62 2541 81 59 2460 2440 2374 2334
is_linear=0
shrinkage=0.0320699


Tree=422
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 0 1 0 2 2 1 2 1 0 0 1 2 1 2 1 2 2 2 1 1 2 2 2 2
split_gain=1.67562 1.2913 1.73101 2.49033 2.17171 1.65593 1.51408 1.68566 3.41333 2.62331 2.33417 1.90718 1.69807 2.17232 1.88431 2.14069 2.99964 3.57628 1.75121 1.65812 1.65755 1.52032 2.18833 1.93072 1.66785 1.83691 1.46405 2.12049 1.53685 1.4341
threshold=0.4662734648500001 42.141702038450013 0.47997065955000012 47.927946529500012 0.37347684200000003 0.47961138885000004 0.42569084760000003 0.35862698720000002 0.49336846205000007 41.975471476700008 41.218101594450012 0.36359689830000008 40.80591513400001 0.39542229275000007 0.53544804050000006 0.54228915300000013 0.43401395170000007 39.952536079750011 0.3975479776000001 41.827117825850003 0.40509266190000009 39.458743938000005 39.110279783550006 40.206947806850003 0.43639411995000005 0.45206730335000006 42.456897412850005 42.779078631750004 43.018222997350009 45.048573272350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 26 29 -1 8 -8 10 11 -9 13 -13 18 -16 17 20 -15 -12 -17 22 24 -23 -18 -26 -4 -28 -29 -3
right_child=-2 2 4 -5 -6 -7 7 9 -10 -11 19 12 -14 14 15 16 21 -19 -20 -21 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0016697823387501565 -0.0019509982801864504 -0.00061988003016198907 -0.00073237850289895056 0.00047599696840003666 -0.00026545461261565068 -0.0039531811359733403 0.00045735517594765049 -0.0017908163254134039 0.0024156071657139683 0.0019892029494426788 -0.0016432374192633585 0.0004856705378754716 0.001154558705923068 0.00041238413060623282 0.00071994000752144112 0.00011088812195415181 0.002435874764006763 0.00011221508979696966 -0.0030512006379615616 0.00035905014215627669 -0.0034490638218073058 -0.0027204890316441079 0.0026488504312263228 0.00028992289855372835 -0.0032635830432510824 0.00016167526410201268 0.0019431943248159117 -0.00090054924865290268 0.00081125277571801461 -0.0028563569115258609
leaf_weight=2.7658248516963786 2.6201982818311071 20.82752080634237 4.6540466472506514 12.285083264112471 35.411328066140413 1.3112634569406498 110.34181907610036 3.4570129981730124 6.8528585955500594 5.3273929227143517 9.2214505458250624 56.740382892545313 13.043882935307918 1.5878663323819626 14.91183204948902 1.1382572576403633 1.6770715601742283 5.1902659721672535 3.1719610295258462 4.4421468283981076 5.6742359681520611 2.5271595979575059 3.1804332789033642 3.9707121457904577 1.4385221947450189 5.3774504219181836 9.5408442318439501 4.9362547174096134 16.542157271876931 2.3087082244455805
leaf_count=247 757 353 24 54 655 15 538 35 47 26 95 279 64 18 54 5 8 28 84 35 113 54 12 24 55 78 71 31 79 96
internal_value=0.000194453 0.000209653 -3.8356e-05 -0.000512925 0.000206875 -0.00100987 0.000311697 0.000332835 0.000571862 0.00013567 6.34621e-05 0.000180657 0.000237628 0.000125415 -0.000284671 -0.000114584 -0.000527001 -0.00157149 -0.00189576 -0.000992277 -0.00285425 0.000162915 0.000743934 -0.00088089 3.05898e-05 -0.000561231 0.000675736 0.000887005 0.00041784 -0.000843053
internal_weight=372.476 369.856 107.817 36.7326 71.0846 24.4475 262.039 259.273 117.195 142.078 136.751 123.087 119.63 106.586 49.8458 45.0859 30.1741 12.0028 4.75983 13.6636 6.81249 18.1713 11.6735 6.49787 8.49304 6.81597 35.6733 31.0193 21.4784 23.1362
internal_count=4034 3277 1378 518 860 464 1899 1652 585 1067 1041 911 876 812 533 431 377 146 102 130 118 231 153 78 141 133 205 181 110 449
is_linear=0
shrinkage=0.00269235


Tree=423
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 0 2 2 2 0 0 2 2 0 1 2 1 2 2 1 1 0 2 1 2 0 0 0 2
split_gain=2.92101 4.72619 2.46614 3.66992 3.51194 2.35359 3.49947 2.35116 2.01292 1.95941 1.88999 3.74095 1.8855 1.82619 1.79652 2.33381 5.28306 2.23056 1.98808 3.17761 4.4347 3.28716 4.65717 3.18956 1.95386 6.49469 2.71455 1.76402 2.75105 3.08176
threshold=0.5231430197000001 0.47883296910000012 41.872294782850005 0.42018203045000008 47.927946529500012 38.244973486750006 0.52366695610000014 41.741384785950011 42.599563320500003 48.96897326980001 0.4778150355000001 0.47769527860000011 37.828051409500013 38.400997490450003 0.5223196910500002 0.37078231190000005 37.784765830350004 0.36945001650000003 38.748048509250005 39.011793722550003 0.38906020780000011 0.37668033890000002 0.5054040298000001 40.750688432250008 0.35862698720000002 38.625745710700009 0.49336846205000007 0.45798030000000006 0.47396784530000008 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 -2 13 -7 -6 11 27 -8 -5 15 17 -17 24 -18 -20 21 22 -21 -23 26 -26 -3 -4 -29 -30
right_child=5 14 4 7 9 8 12 -9 -10 -11 -12 -13 -14 -15 -16 16 18 -19 19 20 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0019452617867669469 -0.0047960411314840624 0.00048735094605187958 -0.0015494834248452195 0.00079674194345332025 0.0010864069877025394 0.00021258842953594234 -0.00029132721719602568 0.001745458250771152 -0.000417613025171293 -0.00033474664822599558 -0.0022419502842918361 0.0018919117145837071 -0.002261259104553695 -1.1398537239659559e-05 0.0014331337381195952 0.0010146758478970712 -0.0020958688183710032 0.001672626879714243 0.0023389414618627501 0.00087787440327517286 -0.0029178117303881035 0.00177748911510669 -0.0025483364770380996 -0.00052264329937295019 0.00063900936534833541 -0.0016922278651903416 0.0013784703783108199 0.0010089717649679176 -0.00010584515872750781 -0.0021106388517652275
leaf_weight=2.6164647680707267 0.67416091263294475 102.24983986839652 7.7403588970191874 13.870338945416732 7.0090238600969297 84.551378112751991 20.902652000077072 3.8611626438796511 22.687725951778702 6.6942320615053177 2.7778660804033271 1.9466174244880665 1.868057865765876 34.207400884944946 6.7221722397953263 11.465893902815877 2.6379462368786362 5.9544716924428931 1.4285413622856165 2.2495889142155674 2.4473077608272424 4.0318196117877942 3.7082839775830507 4.5053668916225433 14.548410773277284 5.9396648481488219 13.678672872483729 3.5141291841864577 6.8895036615431291 4.4566829297691584
leaf_count=223 5 453 258 94 20 825 438 13 749 34 40 5 58 165 29 44 20 30 3 8 81 11 49 34 52 42 73 24 50 104
internal_value=0.000192915 0.000302089 -3.60296e-05 0.00022566 -0.000383997 -3.86201e-05 -0.000577823 0.000335022 7.92617e-05 0.000392154 -0.000773228 -0.000607022 -0.000452936 0.000221748 0.000480087 0.000443446 -1.10059e-05 0.000547106 -0.000570787 -0.000351795 -0.000578672 -0.000183737 -0.00125466 0.00056363 0.000497978 -3.68358e-05 0.000592496 -0.000822257 -0.000443464 -0.000893311
internal_weight=407.836 277.152 95.5838 54.5554 41.0284 130.684 23.4449 51.9389 107.239 13.7033 27.3252 24.5473 22.7707 48.0777 181.568 174.846 32.4747 142.371 21.0089 18.3709 16.9424 14.4951 5.95787 8.53719 136.417 20.4881 115.929 22.6007 14.8603 11.3462
internal_count=4034 1959 1030 495 535 2075 501 272 1574 54 481 441 496 259 929 900 250 650 206 186 183 102 57 45 620 94 526 436 178 154
is_linear=0
shrinkage=0.00187865


Tree=424
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 2 2 0 1 0 2 2 2 2 2 1 1 0 2 2 0 2 2 2 2 2 2 0
split_gain=1.94333 2.93338 2.34028 2.08472 3.14869 2.24982 1.73785 1.62057 2.83657 2.82347 1.82542 2.7988 4.42937 1.79103 1.64414 1.7294 2.11909 1.99192 2.98797 1.66045 1.43399 1.39744 2.4145 1.71362 1.361 1.66297 1.26089 1.23363 2.38974 1.16732
threshold=0.39072183470000005 0.47883296910000012 0.53544804050000006 0.39587138110000003 37.784765830350004 41.385032804600009 0.4662734648500001 41.942745071500006 47.927946529500012 0.42018203045000008 0.32388251845000005 0.47396784530000008 39.110279783550006 48.96897326980001 42.434124620650003 45.048573272350005 44.756878345700009 0.34219035360000005 0.34440585610000002 0.4764977096500001 43.89540535710001 43.631818398850008 0.53158588065000012 36.728658719300007 39.458743938000005 41.385032804600009 39.256147742250008 44.262924377150007 47.927946529500012 0.5261668812000001
decision_type=2 2 2 2 2 2 2 2 2 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 26 20 9 14 -1 -11 12 -12 -10 -9 16 17 -16 -19 -20 -4 23 -23 -5 -13 -26 -6 -3 -29 -7
right_child=2 27 6 21 5 29 -8 8 13 10 11 24 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0024093100229300563 -0.0031048604174972725 0.00053301307600616343 0.00024502196119194309 -2.4680884301790892e-05 0.00020748047796600053 0.0009901900965080734 -0.001613949662491441 -0.0027095741111125993 0.0012844931316484595 0.0015351792954693569 7.8552741645490859e-05 0.0015187286009750744 -0.0030996556130979498 -0.00043793287286054673 -0.0026985559139823725 -0.0024808743542869063 0.0018180689383687284 0.0025778683808827499 -0.0025395285392178883 -0.00034056874078867272 -0.0011217174689891988 -0.0023824775002786957 0.0019461883149414438 -0.0026409585463340575 -0.00015961706166097827 0.0010428976636801556 0.0022694919476969025 -0.0021659098871041628 0.00086542083155171788 -0.0018379514243416443
leaf_weight=2.1112114929128429 1.5959695121273423 170.29104625061154 86.924253513105214 1.7927716579288224 3.1713025383651239 1.1291048666462304 3.0429097427986553 2.4594279453158405 6.8270930200815183 6.1760114431381217 8.91185405384749 6.2348099797964087 3.2646142626181236 6.3481209054589272 2.3528700540773633 2.5599499344825736 2.0262419329956165 1.6434933841228474 2.3452085000462821 9.2550314869731647 4.3943378645926705 1.3243206961778926 1.4944899398833511 5.7050379473948851 16.176910474896435 10.228086993098257 3.2943635992705822 2.6958827944472423 2.9872622471302748 2.6892147473990917
leaf_count=227 23 835 677 20 19 25 757 65 20 21 77 26 54 34 109 96 14 4 83 95 191 183 12 140 64 34 24 43 15 47
internal_value=0.000212178 0.000322697 -3.8993e-05 -0.000720966 -5.43239e-05 0.000419088 0.000121427 -2.28607e-05 -0.000406565 0.000235941 0.000345462 0.00018151 -0.000773552 0.000454589 -0.000907659 -0.000688081 -0.000427655 -0.000719409 -0.000367796 -0.00078513 0.000179253 -0.00148863 -8.74856e-05 -0.00201539 0.000537801 0.000306182 0.00125811 0.000497309 -0.000572535 -0.00100165
internal_weight=381.453 264.895 116.558 22.1966 11.88 10.284 94.3615 88.9209 35.8174 53.1035 50.9923 44.8163 12.1765 13.1752 22.6422 20.1828 17.6228 15.5966 13.2437 11.6002 91.3186 10.3166 2.81881 7.49781 32.6398 26.405 6.46567 175.974 5.68315 3.81832
internal_count=4034 1916 2118 493 138 115 1625 1023 520 503 276 255 131 54 466 401 305 291 182 178 868 355 195 160 124 98 43 893 58 72
is_linear=0
shrinkage=0.00233427


Tree=425
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 1 2 0 1 2 2 2 1 2 1 2 2 2 0 1 1 1 2 0 0 0 1 1
split_gain=2.42644 3.11133 2.07854 1.87469 1.7836 1.73259 2.76972 2.2252 1.90328 2.05881 1.65386 2.43258 1.51983 3.91937 1.48371 1.43787 1.39963 1.3366 1.29079 2.32573 2.41799 2.155 1.25477 4.00357 1.26458 1.99188 1.74834 2.58445 2.06824 1.74116
threshold=0.39072183470000005 0.47721625100000004 0.53544804050000006 36.491284729650012 43.89540535710001 36.893814626400008 0.39587138110000003 0.39476362980000007 43.631818398850008 0.53158588065000012 0.34551360740000009 42.686561923500008 39.110279783550006 41.385032804600009 0.4662734648500001 42.522337019050006 0.39193437325000008 35.171584490050009 37.198331469900005 35.050303764500008 0.54386096225000014 0.45540552680000007 0.40509266190000009 0.41714319930000004 40.80591513400001 0.54136103710000005 0.55677973715000018 0.54646567465000018 0.46280051495000007 0.42114008565000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 14 -5 7 12 -8 -10 17 -12 -7 -14 18 -16 -15 -1 19 20 -4 -21 -20 -24 25 -25 27 -27 -28 -26
right_child=2 -3 4 5 -6 6 8 -9 9 -11 11 -13 13 16 15 -17 -18 -19 22 21 -22 -23 23 24 29 26 28 -29 -30 -31
leaf_value=0.0013943672242505722 -0.0033853938009806043 0.0005304405490190625 0.0034368313546529446 0.0030653002069106873 -0.0015134814417554351 -0.0022809733285605155 -0.003008680190564157 0.002382572306011424 -0.0027529087853416811 0.0020067466187102144 -0.0033566457487681999 -0.00012064410271840868 0.0023698816914059784 0.00092340262125071518 -0.0029682697148456748 0.0016695657738250939 -0.0032957201803128877 -0.00014207499768256781 0.0011395707745009509 -0.0038395825142860519 -0.0008591917133604583 0.00073009286728750148 -0.0022568920391219192 0.0014744578073804155 0.0023513577741719298 -0.00038128530146035807 -0.00016716755629202321 -0.003426984926219422 0.0027008548861046562 0.000497811393125838
leaf_weight=4.5450121302856124 1.9515258036553884 207.51257114298642 1.40320524573326 0.89837495237589138 4.8779363492503753 2.5927991922944802 5.0051673087291411 2.4258719831705085 1.2317940621869641 1.4458383889868853 2.80876012565568 4.3075931281782687 2.9842989854514599 0.80770105309784446 1.992625215876614 0.64846823434345413 2.0012711435556412 46.955360676627606 12.025329813361166 2.4613497422542427 3.0281870344188064 1.0896844610106198 4.5571612277999511 5.3476591035723713 4.3236625082790878 7.7696230858564395 11.879731282591818 2.7646500542759895 2.1775800064206114 26.096778367646039
leaf_count=91 30 1041 3 4 422 27 138 7 183 12 69 107 24 13 479 47 55 608 41 48 74 18 39 16 15 35 151 52 11 174
internal_value=0.000233602 0.000374974 -9.70401e-05 -0.000857971 7.86539e-05 -0.000603637 -0.000781854 0.000100662 -0.00202381 -0.000182843 -0.000175402 -0.00139786 -0.000559436 0.000211045 0.000167345 -0.00182954 -0.00208254 -6.48086e-06 0.000229447 -0.000806045 0.000501149 -0.00243731 0.000336875 0.000188182 0.000372785 -2.1929e-05 -0.000347332 -0.00118061 0.00027711 0.000761256
internal_weight=379.918 266.129 113.788 21.3446 92.4436 19.3931 18.4947 10.8119 7.6828 2.67763 58.6167 7.11635 8.38607 5.79327 87.5657 2.64109 2.80897 51.5004 84.9246 7.98243 4.43139 3.55103 76.9422 64.9168 60.3597 29.9392 24.5916 10.5343 14.0573 30.4204
internal_count=4034 1916 2118 493 1625 463 459 126 333 195 875 176 119 92 1203 526 68 699 677 143 77 66 534 493 454 265 249 87 162 189
is_linear=0
shrinkage=0.00270533


Tree=426
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 2 0 0 0 0 2 2 0 1 0 1 0 1 0 1 1 2 0 0 0 1 2 0 1
split_gain=0.376751 1.23363 2.13177 1.43193 1.30694 0.826834 0.81482 1.10515 4.15619 1.07777 0.938967 1.96985 1.85815 1.35401 2.03411 2.35171 3.48624 0.874638 2.23864 3.05172 3.48845 1.96035 1.67887 0.936307 0.925846 1.36377 1.15757 1.52019 1.65763 2.01843
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 0.4662734648500001 37.784765830350004 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.5231430197000001 37.038444968100009 36.620308449100001 0.51675099550000014 0.36533337325000009 0.49336846205000007 0.34398670700000006 0.51505942935000004 0.37286308795000006 0.50339810185000011 0.36204005870000006 0.37977904855000005 43.111435027700004 0.5054040298000001 0.47883296910000012 0.4784437592000001 0.35651627195000007 41.257403903850005 0.48447651265000008 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=6 2 -2 4 -4 -3 10 8 17 -9 11 12 13 14 15 16 -1 18 19 20 24 22 -20 -21 25 -8 27 28 29 -26
right_child=1 5 3 -5 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 21 23 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.012962408115897462 -0.043501446586299078 0.00036977224492838864 0.027601960796317 -0.031709329056706086 -0.032483364117470367 -0.020999407958911195 -0.00051993737090615751 0.020594696232560147 -0.028244442163601311 0.001082082007968652 -0.01050891598767381 0.021483709688277258 -0.015679680627758989 0.0235395666581809 -0.011497963498248585 0.026872886357014333 -0.0423144815789889 0.018555977386200576 -0.041478535031438675 0.029350019529115368 -0.029781981710163077 0.0075178690953701319 -0.0027491657810379852 0.0075253874422480816 0.011025790760211181 -0.019281927812004707 -0.012913070110688905 0.00083688198162823685 0.020917000848082967 -0.009046915657136969
leaf_weight=3.7403585680876947 1.68676375952782 93.330015264480608 1.5339392903260889 0.92157332866918285 0.43217520602047432 1.7175216859468481 62.052770585520193 5.0001885965466482 4.6747570172883561 5.5775177995674312 2.9686274677515021 7.1560125295072785 4.0258449665270737 3.7631761878728858 5.6449631229042998 4.7840893939137459 1.4844596776529213 2.579030128195881 2.9715121798217288 4.4211116284131995 3.4777491069398812 2.1357815875671804 1.6059029977768657 3.1250706780701876 15.52330712229014 3.8312522433698168 3.9803071916103354 53.716688537970185 8.3895169384777528 6.671183615922927
leaf_count=105 44 1139 21 82 75 757 766 19 37 38 14 45 27 14 32 22 65 11 44 32 52 15 18 23 65 30 29 321 63 29
internal_value=0.000799268 -0.000761418 -0.0162419 -0.000319025 0.0143945 -1.63717e-05 0.00149554 0.000720112 0.000154149 0.0103059 0.0058785 0.00746837 0.00319014 0.00710253 0.00315108 0.0114131 -0.0027427 0.000915013 0.000650348 0.00135244 0.000444876 -0.0166258 -0.027891 0.0203119 0.00112675 -0.00161097 0.00316991 0.00392928 0.00936066 0.00499237
internal_weight=322.923 99.622 4.57445 2.88769 1.96611 95.0475 223.301 189.734 179.156 10.5777 33.5675 30.5989 23.4429 19.417 15.6539 10.0089 5.22482 174.481 171.902 165.189 157.643 6.7132 4.57742 7.54618 154.165 65.884 88.281 84.3007 30.584 22.1945
internal_count=4034 2118 222 178 96 1896 1916 1592 1535 57 324 310 265 238 224 192 170 1498 1487 1410 1355 77 62 55 1303 796 507 478 157 94
is_linear=0
shrinkage=0.030519


Tree=427
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 2 2 2 2 2 0 0 2 2 2 1 1 0 2 2 2 0 1 2 2 1 1 1 2
split_gain=3.71182 4.80051 4.46585 2.58504 2.26909 3.44328 3.28169 1.8451 2.52334 1.82828 1.86323 2.08191 3.03389 2.35307 4.1909 1.80436 1.71759 3.47919 2.52894 1.52596 1.93219 1.44522 1.43656 3.29342 2.08116 1.9867 2.8221 2.33909 1.63848 1.49196
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 0.4662734648500001 41.942745071500006 0.42018203045000008 47.927946529500012 44.262924377150007 47.927946529500012 42.434124620650003 45.048573272350005 0.4778150355000001 0.47769527860000011 44.756878345700009 42.719328117250008 43.89540535710001 0.39587138110000003 0.39476362980000007 0.53043322055000008 41.385032804600009 38.400997490450003 48.96897326980001 0.54499865270000014 0.4349121284000001 42.094663496250007 40.636252116050009 0.41911918805000009 0.41988263825000011 0.41615520495000008 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 4 15 5 -1 9 -4 -9 -6 11 12 13 14 -11 22 17 18 -2 20 -7 -8 25 24 29 26 28 -27 -3 -24
right_child=1 3 7 -5 6 19 21 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0021424604009686959 -0.0017740300867449292 -0.00013789921473501913 0.00058119660740044285 -0.0015339263237978741 -0.0024089823448636772 0.00084433690193244106 0.0010961924300673873 -0.0019586466907995682 0.00069597404795042675 0.0005760693028520643 -0.0021911900197259192 -0.0024135246406728839 0.002194721684933453 0.001531647739917242 -0.0018459610947882915 -0.0010058026841087407 -0.001431181523336869 0.0014715828581677378 0.0010690951757267263 0.00097584751098411381 -0.00015658769713348139 -0.00026933751659299811 -0.0012691051862056388 0.00039478763143794844 -0.0025720216862000602 0.00034809969442125345 -0.0011926628455029037 0.0017616934275449683 0.001250023932162531 3.22059249137957e-05
leaf_weight=2.3759075871203086 5.4464125130325574 7.0204584077000636 183.72561156749725 3.7604027430643319 2.7765853567980256 11.876615414163096 6.633407920598982 2.8648242847993961 3.1376965474337339 5.1291872998699599 2.818586064502596 1.9297693446278561 1.9960965812206275 2.0506274551153192 7.1565644764341414 4.9865988213568917 12.181589978048576 3.2070440724492073 1.7221527546644209 13.138000989332793 25.138003109954298 6.3389371261000633 5.6090693576261463 37.377370012691244 2.1107511976733795 10.366523005068304 5.2193158455193034 9.2762116789817792 7.2111147493124008 10.739704869687555
leaf_count=227 107 31 849 757 65 90 20 43 16 40 96 28 5 14 218 190 355 10 7 55 131 34 107 340 28 39 30 25 20 57
internal_value=0.00023559 -5.53984e-05 0.000367208 0.00013062 -9.74132e-06 0.000263132 -0.000398928 0.000544744 -0.000570997 -0.00084907 -0.000643611 -0.000404759 -0.000167412 -0.000496299 -0.000834786 0.000193266 -0.000910379 -0.000298924 -0.00109101 0.000377094 0.000164572 0.000428926 0.000256252 4.57513e-05 -0.000660987 0.000556906 9.36238e-05 0.00101566 0.000565359 -0.000414258
internal_weight=405.321 126.235 279.086 103.678 89.3583 52.5285 36.8298 189.728 6.00252 23.8574 21.0808 18.2622 16.3325 14.3364 12.2858 99.9171 22.5572 10.3756 7.16857 50.1526 37.0146 12.9723 94.9305 55.8369 18.4595 39.0936 19.4509 19.6427 14.2316 16.3488
internal_count=4034 2103 1931 1624 1023 503 520 908 59 466 401 305 277 272 258 867 479 124 114 276 221 54 677 532 192 145 81 64 51 164
is_linear=0
shrinkage=0.00204504


Tree=428
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 0 2 0 0 1 0 0 0 1 2 0 2 2 0 2 2 2 2 0 1 0 2 1
split_gain=2.37352 3.06148 2.44052 2.84792 2.37822 2.16697 3.52032 2.07457 1.81562 1.63197 3.25938 2.66542 2.64196 2.12682 2.12582 1.62891 1.59819 3.01741 1.3592 2.21082 1.33463 1.26729 2.0035 1.24922 1.44207 1.24374 1.81221 1.43519 1.81818 1.36173
threshold=0.39072183470000005 0.47883296910000012 0.52770875125000016 39.110279783550006 0.39091643965000006 41.872294782850005 47.927946529500012 0.42314601355000009 48.96897326980001 0.45798030000000006 0.47396784530000008 0.34509445825000007 0.37331217625000007 0.4778150355000001 0.4764977096500001 0.4662734648500001 42.779078631750004 0.47754558250000007 41.385032804600009 38.400997490450003 0.46989611090000011 44.262924377150007 47.927946529500012 42.522337019050006 42.536568606950006 0.47961138885000004 0.34587287805000005 0.48068920095000006 41.147265497500008 0.34467530910000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 7 9 -1 -8 12 -11 -12 -7 14 -13 -4 -16 -18 19 20 -9 25 -23 -17 -25 26 -3 28 -27 -29
right_child=2 21 15 4 -6 6 8 18 -10 10 11 13 -14 -15 16 23 17 -19 -20 -21 -22 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.001818555296286049 -0.0033894481796227552 0.00059608794706523301 7.6696946098244329e-05 0.0026150723950937155 -0.0010911720333359768 0.0011905089851700038 0.0013593711561517578 0.00038286559054961748 -0.00037006299729667818 0.0015221326628089694 -0.0030389742450541799 -0.0025264094176989942 -0.0025357200669994273 -0.002708203606177623 0.0014176203597390717 -0.00254157020248382 -0.0027512194795906025 0.001279568106984672 0.0011164142635374963 -0.00021165283735068228 0.0019437151195337771 -0.0019883584135212914 0.00072644517614205899 0.0030942549428551228 -0.0023501622756999705 0.00049933172360555839 0.0023749740019466071 0.0019796047413231637 -0.0012880657370958545 0.00051021860663316102
leaf_weight=2.4249182466883203 2.4434717972762865 9.025910019874571 109.0608663756866 1.1486174464225767 5.2794813665095717 1.2541258875280643 6.9113204553723318 7.75374164781533 6.3435464724898338 3.2925239130854633 2.931410325691103 1.6369898002594698 5.9825376686640084 2.0607564952224484 4.0930917523801309 2.2972378526465032 1.9412089465185998 2.1139206886291504 10.988327100872992 25.443366799503565 4.8533562114462256 2.810837645083665 3.1312375850975513 0.5603058338165281 0.50310693553183228 7.1618886366486532 4.7692200988531104 3.5199877694249144 5.4688845984637737 144.9315663613379
leaf_count=229 49 35 1052 4 256 13 20 63 34 24 49 53 245 33 18 479 35 11 43 131 22 43 15 1 277 28 22 11 34 705
internal_value=0.000205735 0.000327265 -6.56405e-05 -0.00124433 -0.000428914 -2.4455e-05 -0.000442833 0.000289033 0.000531694 -0.000953263 -0.000578133 -0.00104609 -0.00188996 -0.00055293 -9.90313e-05 2.73737e-05 0.000388633 -0.000649988 0.000393251 0.000184414 0.000983746 0.000502377 -0.000557765 -0.00157328 0.000518469 0.000538399 0.00121108 0.00048079 -0.000274577 0.00054506
internal_weight=392.138 270.845 121.293 8.87157 6.4281 90.0251 38.5614 51.4637 13.2549 25.3066 18.0699 14.7774 7.23666 11.846 9.78521 112.422 8.14822 4.05513 49.0388 38.0505 12.6071 180.82 5.94208 3.36065 1.06341 174.877 13.7951 161.082 12.6308 148.452
internal_count=4034 1916 2118 309 260 1023 535 488 54 481 223 199 258 150 117 1809 64 46 259 216 85 893 58 757 278 835 57 778 62 716
is_linear=0
shrinkage=0.00233427


Tree=429
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 2 0 1 2 2 2 1 1 1 2 0 1 1 2 0 2 1 2 2 1 2 0 0 2
split_gain=2.83265 3.46736 3.20083 2.11555 2.07109 6.39335 2.32322 2.07807 2.0867 2.7178 1.98009 1.8935 1.78531 2.42375 2.73059 1.86751 2.25605 1.61721 1.62112 1.51251 1.48698 1.43057 1.41407 1.76504 1.40483 2.08705 1.38035 2.11736 2.37012 2.30044
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 43.89540535710001 0.40509266190000009 0.41615520495000008 36.728658719300007 0.54499865270000014 0.43590012275000006 39.952536079750011 33.151194885250007 48.86568841230001 0.39900002995000006 0.39382054430000007 0.39587138110000003 36.79544512155001 0.53475943835000017 0.3055746834000001 0.34512439750000007 41.178189531300006 0.5681267027500001 40.413896136950008 0.4662734648500001 42.522337019050006 40.636252116050009 0.41853537320000006 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 17 4 -3 -6 10 24 9 -9 20 12 13 -2 -15 -16 -17 -1 -19 -11 -7 -20 -10 -24 25 -8 -23 28 29 -28
right_child=1 3 -4 -5 5 6 7 8 22 19 -12 -13 -14 14 15 16 -18 18 21 -21 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022586440734580831 -0.0024510444165895344 0.00089930194103863095 0.00045101249279879671 -0.0011947788273286364 -0.0024877059821961493 -0.0023921645689908579 0.0012061929234634238 -0.0024353283733443841 0.00042690852270387485 0.00042223371747171783 -0.0025564929189657434 0.0013666449312149647 -0.0024571648224188539 0.00075253702995294383 0.0010532509299661695 -0.0024130050085944005 0.00078930511987076882 0.0001390651281807173 -0.0026074278704218442 -0.0012529337648275231 0.0023598122111296756 0.00093077123566731926 -0.0023944064922531674 0.0017218690723212638 0.0014806981668212082 -0.00061115708142205451 -0.0024054441372315335 -0.0036286777075738327 0.0015214288028805767 0.00026302489775734399
leaf_weight=1.6164688719436515 3.2047433974221446 15.611396662890909 213.63821543101221 5.6845184265403068 4.5110748442821196 0.48328438587486677 6.3800288811326045 3.2133976425975552 33.838505444349721 7.3164142742753011 2.6019050397444516 1.6787783913314331 3.4972324266564092 6.0092662312090379 1.4075396358966825 4.8712375918403268 1.3291576802730558 47.683587397215888 1.6584740083198983 3.9339016107842326 0.88477728585712612 2.6770065715536466 1.814707845100201 0.67962199170142401 9.2539697587490064 5.6604812666773796 3.2463229410350287 1.1379064135253436 2.1301540657877922 2.9061655588448048
leaf_count=125 90 52 1056 421 45 12 18 69 271 32 152 52 136 28 10 156 7 448 48 36 102 60 314 47 28 25 113 12 13 56
internal_value=0.000201127 -7.2699e-05 0.000323708 9.66893e-05 0.000173016 3.22932e-05 0.000181751 0.000271103 3.16096e-05 -0.000668249 -0.0014408 -0.000857101 -0.00104083 -0.000746376 -0.00034519 -0.00121225 -0.00172654 -0.000107607 -5.1013e-05 -0.000163523 0.000681119 -0.000709895 0.000310216 -0.00127286 0.000842399 0.000351821 -0.00044976 -0.000842061 -0.000459223 -0.00114498
internal_weight=400.56 123.866 276.694 101.868 96.1835 80.5721 76.061 72.091 50.7965 14.4637 3.96997 21.998 20.3192 16.8219 13.6172 7.60793 6.2004 63.0561 61.4396 11.2503 1.36806 13.756 36.3328 2.49433 21.2945 12.0405 12.0976 9.42055 8.28264 6.15249
internal_count=4034 2103 1931 1624 1203 1151 1106 840 769 137 266 479 427 291 201 173 163 875 750 68 114 302 632 361 71 43 254 194 182 169
is_linear=0
shrinkage=0.00217865


Tree=430
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 0 0 0 1 0 1 1 1 0 0 2 2 2 1 0 2 2 2 0 0 1 1 0
split_gain=0.417651 0.779948 1.25999 0.733104 0.685997 0.628476 2.09344 1.06504 1.0696 1.3388 0.553305 2.90596 1.61178 1.02588 0.909858 3.20176 1.38245 2.19734 1.88915 0.908182 0.906601 0.894418 1.66964 0.782763 1.07799 0.993052 0.852815 0.672062 2.01963 1.41694
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31693661865000006 35.419594101850009 0.34398670700000006 0.49830843385000007 0.50008981770000005 0.51191581090000016 0.54429508100000012 0.34311846950000008 0.45994131915000008 0.34219035360000005 0.34467530910000005 0.31761025120000003 0.39718870690000002 0.39672464895000009 49.122847560300009 44.952171034750002 39.458743938000005 0.3447052483500001 0.46495613905000005 50.205949521800008 49.122847560300009 48.778770352700008 0.55677973715000018 0.55832160710000012 0.35862698720000002 0.34739977845000009 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7 -8 -9 -10 11 14 -13 19 15 16 17 18 -6 -12 -15 22 -22 24 27 -25 -27 28 29 -23
right_child=4 2 -4 -5 10 6 7 8 9 -11 13 12 -14 20 -16 -17 -18 -19 -20 -21 21 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.017806947821936703 0.020185263554459765 0.018345353028073649 -0.03987594287409494 -0.038942867705151971 -0.031127721722491623 -0.022375923738935707 0.024891231964110607 -0.015719292114414075 0.021860853538570937 -0.0041700504695784081 0.019994088697717755 -0.044347729363200909 -0.01025307442521999 -0.019166646308122325 0.008065151659589237 -0.034554119310537958 0.021148461381023425 -0.03548931597371878 0.010165555499219808 0.0035680102094672529 -0.029793564736335411 -0.0040621591943611904 0.034105002442718434 -0.032492500413339127 0.022639528659028914 0.034619999642988661 -0.029122711676758457 -0.00040565626832082975 0.012136971731359114 0.0033070214145252382
leaf_weight=0.23078431608155303 2.4137552194297305 1.146934777498245 0.41178907282301214 0.94685428511002101 1.0699077271856419 2.0206054276786736 2.6807285845279685 1.7383323311805705 3.3946433924138546 3.0644970389112132 4.1158082056790581 1.8529504151083518 2.8978657647967339 1.8732934417203058 8.9780942769721133 2.2711398482788345 2.5424759387969962 1.4025552049279211 5.7936395965516567 8.230612996965645 1.7411045401240692 30.757976309396327 0.41226330399513234 1.2433476239093568 1.8718584519810963 0.43718716502189625 0.28110500363982283 143.95797311529168 15.419110827147959 68.946201572194695
leaf_count=10 22 5 109 74 123 26 13 11 14 103 24 36 15 15 75 99 7 15 26 38 183 269 1 84 16 1 164 1963 104 389
internal_value=0.000822176 -0.0102849 0.00296425 -0.0278215 0.000916737 0.0068141 0.00431195 0.00926918 0.00416047 0.00951066 0.00062172 -0.00329626 -0.0235509 0.000997804 0.0010662 -0.00373798 0.00273722 -0.00292568 0.00372865 0.00904381 0.000625665 0.000765541 -0.0175602 0.000915635 0.0010507 -0.0170524 0.00967417 0.000894726 0.00252081 0.00103369
internal_weight=324.145 2.73636 1.55872 1.17764 321.409 15.3126 12.8988 10.8782 8.19747 6.45914 306.096 26.8086 4.75082 279.288 22.0578 13.0797 10.8086 8.2661 6.86355 12.3464 266.941 265.068 2.15337 262.915 260.953 1.96164 0.718292 259.081 115.123 99.7042
internal_count=4034 198 114 84 3836 189 167 141 128 117 3647 396 51 3251 345 270 171 164 149 62 3189 3174 184 2990 2741 249 165 2725 762 658
is_linear=0
shrinkage=0.0285509


Tree=431
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 0 2 0 1 2 1 2 0 2 2 2 0 0 0 0 2 1 0 2 2 2 2 2 2
split_gain=2.29786 2.48572 2.44822 1.89831 1.77716 1.75428 2.76433 2.56084 1.7713 1.63138 3.8197 2.67583 2.08096 2.65114 1.65712 4.46843 1.52197 1.49276 2.74428 1.41199 2.9149 2.52284 2.86281 2.28605 1.34528 1.71668 1.31832 2.33434 2.29847 2.07598
threshold=0.39072183470000005 0.47883296910000012 0.53544804050000006 36.491284729650012 0.4662734648500001 41.872294782850005 0.42018203045000008 47.927946529500012 0.4784437592000001 0.39587138110000003 36.728658719300007 0.39476362980000007 43.631818398850008 0.53475943835000017 41.385032804600009 39.110279783550006 48.96897326980001 0.4778150355000001 0.47769527860000011 0.45798030000000006 0.47396784530000008 42.719328117250008 0.34542378970000004 0.37331217625000007 44.262924377150007 47.927946529500012 42.599563320500003 41.827117825850003 41.243661560350013 40.80591513400001
decision_type=2 2 2 2 2 2 2 2 2 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 26 6 -1 17 -8 11 -11 14 -12 -14 15 -5 -9 18 19 23 -21 22 -22 -7 -3 -26 27 28 29 -4
right_child=2 24 4 9 -6 7 8 16 -10 10 12 -13 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024849671221104696 -0.0029938278476644604 0.00053438434756091044 -9.1308959897121411e-06 -0.0021211552556602933 -0.0017437272327653029 0.0010462935541947901 0.00054389502388303224 0.0012529553349335349 -0.0011487154636909344 0.0039423825616672018 -0.0026730736970705703 0.0021606621355175801 -0.0014800665651802292 0.0038521997004265659 -0.0020551303402740781 0.0021033422172082625 -0.00040658570863051798 -0.0027500072845938915 0.0022730595498434421 0.0015154287076463765 -0.0017773391988627526 -0.0026661465484462111 0.0015320545408825193 -0.0026106081521801282 -0.0020272324242324017 0.00066339603125511429 -0.00051264149529193462 0.0010737256662971056 -0.001357462904914251 0.0011389272890891288
leaf_weight=1.9655358078889538 2.0087032131850746 173.11408928781748 46.442525984020904 2.6581859383732098 2.8921504279715 1.2185792149975991 43.650273284176365 6.5934132188558561 3.8412336632609358 0.72192937135696311 5.3173822179669497 2.6197711229324332 2.1094376186374579 0.71221131086349476 2.936553274281323 3.0939460135996342 6.0524415671825409 2.2059534918516865 1.6511619687080372 3.133416084572672 3.0710418336093408 3.7658027885481715 2.9042338002473116 4.9070386476814747 2.6943401005119076 2.7221261151134968 14.215891400701365 16.637722136452794 5.8617335548624387 11.154263421893118
leaf_count=223 30 835 436 28 757 13 246 20 19 1 140 7 194 1 68 24 34 40 5 24 35 104 15 245 43 15 270 72 43 47
internal_value=0.000212969 0.000337579 -6.20603e-05 -0.00077848 0.000101398 1.12632e-06 0.000292059 -0.000404154 0.000406992 -0.00055785 -0.00132561 4.3741e-05 -0.00179288 -0.000134151 -0.000594543 0.00015111 0.000458681 -0.00088152 -0.00068193 -0.000938727 -0.000489382 -0.00113427 -0.000168835 -0.00188313 0.000497692 -0.000675017 0.00015798 0.000277005 6.81193e-05 0.000213203
internal_weight=382.873 263.491 119.382 22.1781 97.2043 84.9601 49.457 35.5031 47.4915 20.1694 8.86096 11.3085 8.13903 2.82165 8.68869 5.75213 12.6459 22.8572 20.6513 19.0001 12.8745 9.74108 5.97528 6.12562 178.531 5.41647 94.3121 80.0962 63.4585 57.5968
internal_count=4034 1916 2118 493 1625 1023 488 535 265 463 336 127 335 195 120 52 54 481 441 436 178 154 50 258 893 58 868 598 526 483
is_linear=0
shrinkage=0.00238964


Tree=432
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 0 0 0 1 2 1 1 0 1 0 2 1 0 1 0 1 2 2 1 2 1 0 1
split_gain=0.73226 0.472143 0.696283 0.412858 0.896366 1.06986 0.803328 1.44897 0.750357 2.23126 0.741602 2.63401 1.53958 3.19577 0.747049 2.45228 1.20348 0.856277 0.664905 0.646406 0.785462 2.35145 1.71665 1.69065 2.74222 3.21512 1.48307 2.13758 3.01175 2.11603
threshold=0.3055746834000001 0.37331217625000007 0.39498817400000003 42.779078631750004 43.018222997350009 43.047778594550003 43.157831852650006 0.51401155655000019 0.50410167360000013 0.4815274992000001 0.32058920395000007 35.782584506850007 0.32388251845000005 0.33204095685000007 0.46898296455000005 0.33992994225000006 0.47515044460000005 34.466665687600006 0.34587287805000005 0.4764977096500001 0.35862698720000002 0.49094338495000006 0.36359689830000008 42.67709657435001 42.198888176300009 0.34542378970000004 40.241071441700008 0.34569324270000007 0.47883296910000012 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 8 -6 7 18 9 -5 11 -4 -12 -14 15 -15 -16 -17 -7 -18 21 23 -22 24 26 -26 27 28 -21 -28
right_child=1 2 3 4 5 6 -8 -9 -10 -11 12 -13 13 14 16 17 19 -19 -20 20 22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.036048435030928042 0.025982111133735865 -0.037171921763490726 0.025583527669091676 -0.0005962504244589491 0.027002304709431543 -0.010623367958617612 0.00031946774742194837 0.014060095624398016 0.0055176074142777344 -0.048482796872226799 0.024315325335737912 -0.054068058682326614 -0.044500174489249505 0.024746924087040219 0.017818949813127028 0.00064592843927443317 -0.014406885373533239 -0.035263628176989657 -0.046586194749954242 -0.021123050711600363 -0.025424393103703619 0.022878255404701061 0.00083489251666243598 0.019838070439058768 -0.04966138119973023 -0.0019580402534420368 0.0033129642656908884 -0.027127330623110721 0.012795053081007056 0.02186802403290811
leaf_weight=0.66676861955784161 0.94788839481770892 0.59724550065584381 0.92321216315030996 2.8850857547949991 1.7678060382604588 1.1123265139758585 45.939406644232804 1.3127550482749937 1.8604620723053811 2.105740025639534 3.7521297931671134 1.1874390002340076 1.8761064053396683 1.7315478734672058 5.9680161497090003 1.1475026391854042 3.0619267057627431 3.0093460712232627 1.5248428569175301 4.9635267853736904 3.1871919259428969 7.8870456665754309 136.4909450481282 6.7171567454934111 2.7156012253835788 5.0628227330744267 49.436176769435406 4.2964926809072486 9.6278470084071142 9.1049979962408525
leaf_count=125 6 56 7 38 12 32 1057 21 33 24 16 52 63 14 36 37 33 138 17 25 23 62 1626 68 32 41 221 24 39 56
internal_value=0.000979511 0.00105614 0.00098259 0.00105366 -0.00163279 -3.8423e-05 -0.000996599 -0.0163031 -0.0136539 -0.0208006 0.00165324 -0.019228 0.00182273 0.00149343 0.0018326 -0.010619 0.00212763 -0.0253508 -0.0314175 0.00174154 0.001948 0.00434422 0.000235705 0.00275402 0.00140723 -0.0186122 0.00341836 -0.00519955 0.00125718 0.00619886
internal_weight=322.867 322.201 321.253 320.655 58.5084 51.6571 49.8893 3.94992 6.85129 4.99083 262.147 2.11065 260.036 256.284 254.408 5.8884 248.52 4.15685 2.63717 242.552 239.49 99.8117 139.678 91.9246 85.2075 7.77842 77.429 18.8879 14.5914 58.5412
internal_count=4034 3909 3903 3847 1234 1139 1127 70 95 62 2613 59 2554 2538 2475 189 2286 175 49 2250 2217 568 1649 506 438 73 365 88 64 277
is_linear=0
shrinkage=0.0353699


Tree=433
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 2 0 1 0 1 2 2 0 0 2 2 2 0 0 0 2 0 2 2 2 2 0 0 1 0
split_gain=1.68243 2.27858 2.42658 3.50779 3.28207 2.62746 2.27625 2.68734 6.60694 2.71844 2.91646 2.56641 2.55761 2.23087 4.44127 1.8652 1.79857 1.72036 1.66066 2.46542 1.65927 3.99721 1.80921 1.51249 2.38382 1.95963 1.54839 2.41131 2.71348 2.19206
threshold=0.5231430197000001 38.400997490450003 0.5223196910500002 0.38906020780000011 39.051326806600009 38.903925214650009 0.47883296910000012 0.35651627195000007 0.50278434775000014 0.34608245260000009 41.806790701050012 43.157831852650006 0.4784437592000001 0.5054040298000001 40.137820134150012 42.558389508100007 39.749124837650008 0.45589952400000006 0.44284602260000011 0.42018203045000008 38.244973486750006 0.52366695610000014 37.828051409500013 41.872294782850005 47.927946529500012 41.741384785950011 0.45798030000000006 0.47396784530000008 0.34509445825000007 0.37331217625000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 5 -5 -3 12 9 -9 16 -11 -12 23 -10 -15 -16 -8 18 19 -1 21 -2 -23 25 26 -7 29 -28 -29 -25
right_child=20 2 -4 4 -6 6 7 8 13 10 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0029565108963955761 -0.0076867543996038097 -0.0019191865387186899 0.002251467151930212 0.00082519053596634775 -0.004560151247330761 0.00018773598693392929 0.0022049301272159885 -0.0029087672219674371 0.0019793061637911231 0.0025607766404767821 -0.00013936361904040047 0.0023519185876320586 -0.0024911671283509356 0.0020454300808478119 -0.0026434900834973515 -6.0003476248795711e-05 0.00030534104567376169 0.0011132805078179838 -0.0037709209644499289 0.0018001689364165591 8.3947748193747532e-05 -0.00032357998381695417 -0.0034476045480080651 0.001066988305670103 0.00054424479216308235 0.0024560395331652612 0.0016956194374590347 -0.0037186415276155653 -0.00041510021830335104 -0.0030702530889711861
leaf_weight=1.3384654639521607 0.66675394773483532 4.5878602750599375 4.6542114624753586 1.4909193962812417 2.4287128850119188 28.196946757845584 4.3389625176787368 6.1174465492367771 5.7921299673616913 11.757272753864529 10.381760992109774 5.0018586888909331 3.5873937625437966 4.9752564318478099 4.4182735867798311 4.7165486812591553 65.358833391219378 40.5898393294774 1.0925911461235953 2.6518015377223492 96.103012747364119 18.646620871586496 1.6469613830558945 1.3254709150642181 13.072802901268004 3.494414120912551 3.20194487273693 2.54180032480508 10.074282525107263 4.9481141001451761
leaf_count=137 5 28 24 6 84 218 14 49 28 71 46 21 28 26 35 39 331 194 20 21 1574 438 58 13 54 16 24 47 140 245
internal_value=0.000208149 0.000339569 0.000211821 0.000164782 -0.00251172 0.000217796 0.000268516 0.000503285 -0.000311917 0.000722322 0.00148945 0.000670657 -0.00014094 0.000486291 -0.000126586 -0.00130957 0.000423598 0.000917053 -0.000649944 0.000204624 -7.49106e-05 -0.000803275 -0.000577116 -1.48304e-05 -0.000422799 0.000437848 -0.000995052 -0.000518687 -0.00108067 -0.00219614
internal_weight=369.199 252.136 206.463 201.809 3.91963 197.889 193.302 122.858 26.0197 96.8387 27.1409 15.3836 70.4432 19.9022 14.1101 9.13482 69.6978 45.6727 5.08286 3.99027 117.063 20.9603 20.2936 66.8558 35.1644 31.6914 22.0916 15.818 12.6161 6.27359
internal_count=4034 1959 1587 1563 90 1473 1445 660 177 483 138 67 785 128 100 74 345 372 178 158 2075 501 496 757 523 234 469 211 187 258
is_linear=0
shrinkage=0.00285714


Tree=434
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 1 0 0 0 1 0 2 1 1 2 2 2 0 2 2 2 2 2 0 0 2 2 2 0
split_gain=0.377876 0.721899 1.13641 0.61375 0.588997 0.600409 1.2828 1.07101 0.866661 1.17742 0.452709 2.45137 1.38827 0.948867 0.873768 1.51418 1.64061 1.22033 0.816672 1.52662 0.683619 2.54338 1.01877 1.00326 0.541273 2.15791 1.9081 2.47343 2.35527 2.50789
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31761025120000003 35.419594101850009 0.49485045360000007 0.33992994225000006 0.50008981770000005 0.51191581090000016 0.54429508100000012 0.34311846950000008 0.45994131915000008 39.110279783550006 0.34398670700000006 0.33750486510000005 39.458743938000005 40.098777110850008 36.010074051050005 0.46495613905000005 50.205949521800008 44.952171034750002 41.898943182100005 48.96897326980001 41.32819714970001 0.50706565670000014 0.51401155655000019 38.625745710700009 37.038444968100009 39.184300550350009 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 -7 -9 -10 11 14 -13 -12 15 17 -17 -6 19 -15 21 23 -22 -18 26 -26 27 -20 -28 -30
right_child=4 2 -4 -5 10 7 -8 8 9 -11 13 12 -14 18 -16 16 20 -19 24 -21 22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.014672876460408596 0.01472548960950637 0.01774947873315217 -0.039509574177485629 -0.038551067286866171 0.0043810069744705362 0.023145011912091347 -0.020572735054161972 -0.01377732517309197 0.020907732774627884 -0.0038637070959453759 0.015009552755825838 -0.0081798190807509802 -0.040170994159910364 -0.029911611650342361 0.023376450261644234 0.034340269742061946 -0.012850575996284632 -0.045339860413786008 -0.0011087406755982299 0.033883472270374269 0.010546145097197517 -0.033580969554731388 -0.0062668704462774593 0.023447460589464123 -0.018008442611311182 0.00028315443793092436 -0.023172564259740593 0.023229464455729928 0.00066511076142150658 0.01926790183330954
leaf_weight=0.22551275091245704 1.5967303924262517 1.1085396111011503 0.38826722427620541 0.88557807670440525 0.66528610233218444 3.3995220214128485 1.8365378415910525 1.7942374739795903 3.2795545402914286 3.0932545516407117 3.9053908213973036 2.5658302810043088 2.0044816602021456 1.6154505663434968 1.3605510480701912 1.2124181985855127 1.0461066188290744 1.0651941034011541 6.3483322840183956 0.38544005155563343 6.8969389349222165 2.0686677533667535 5.2779650613665581 1.5946829058229921 5.5947915689321226 122.57785359985428 3.2677495926618567 7.6247949544340372 120.47195762809133 6.3278416972607365
leaf_count=14 15 5 109 70 14 18 28 11 14 103 15 14 37 190 7 3 29 42 29 1 58 138 33 21 79 1980 21 41 847 48
internal_value=0.000759677 -0.0101597 0.00289665 -0.0277485 0.000848979 0.00642066 -0.00415638 0.00956021 0.00390555 0.00888409 0.000573953 -0.00307908 -0.0222107 0.00091228 0.00104771 -0.000484497 0.00197686 -0.0262246 0.000711505 -0.0176225 -0.00034706 -0.00966559 0.0032575 0.00906857 0.000846268 -0.000515282 0.00205783 0.012172 0.000971259 0.00159347
internal_weight=321.485 2.6079 1.49681 1.11109 318.878 14.9998 3.43327 11.5666 8.16705 6.37281 303.878 25.7581 4.57031 278.12 21.1878 19.8273 18.0968 1.73048 274.214 2.00089 16.8844 4.70946 12.1749 2.64079 272.213 128.173 144.041 13.9731 130.068 126.8
internal_count=4034 198 114 84 3836 189 43 146 128 117 3647 396 51 3251 345 338 282 56 3236 191 279 188 91 50 3045 2059 986 70 916 895
is_linear=0
shrinkage=0.0288028


Tree=435
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 1 1 0 1 2 2 2 1 1 0 2 2 1 2 1 0 2 1 0 0 0 2 1 1 0
split_gain=0.356343 0.628037 0.399459 0.378048 0.821987 1.26255 0.795163 2.44184 1.83656 1.37958 0.843944 2.27859 0.753865 2.34013 1.23805 0.810314 1.45293 1.15688 1.78406 1.12851 1.62976 1.57778 1.25139 1.10176 0.71939 1.17976 1.0147 0.709775 0.697168 1.92993
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 42.141702038450013 42.006870117350005 0.34641178410000012 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 36.728658719300007 34.654301448200009 0.4019490434500001 0.41615520495000008 0.5398790455000001 40.80591513400001 40.890797847750008 0.42290649980000011 41.571132012400007 0.44805544745000009 0.54646567465000018 39.458743938000005 0.45206730335000006 0.56719858685000013 0.52404119640000013 0.52770875125000016 39.749124837650008 0.39019789825000006 0.38906020780000011 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 8 9 24 -8 11 -9 -12 -14 -15 19 -17 -18 -19 20 -16 -21 -23 -22 27 26 -26 28 29 -1
right_child=1 2 -4 -5 5 -7 7 10 -10 -11 12 -13 13 14 15 16 17 18 -20 21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013501782580536872 -0.032844432328415787 0.011405012332333056 -0.032571115067605676 -0.00089535279415296938 -0.005003124369953712 0.0208773506864816 0.00083817134828639438 0.0061559231986401822 0.023674526671501491 -0.035586690049875108 0.016542819170771109 -0.041553785281926769 -0.025034255666314193 0.019453078424770887 -0.0014493443389489915 0.022562949862068755 0.015750993689994868 -0.021165870846650288 0.0094865617327123102 0.013999448400092923 -0.035583057803328801 0.0087531832122657131 -0.028293419067412034 -0.0032651433538718288 -0.049427466278299304 0.0014452354544247994 -0.0051979936305779776 0.011707510857184142 -0.011043295493884796 0.020663272920586066
leaf_weight=127.68884768907446 0.90745015701395404 1.0334490621462462 0.2736044285702518 90.962616227916442 3.1079394114203733 5.41173399053514 1.6160254715941835 2.508529055514372 4.1443039625883094 3.339322772459127 3.1194256246089926 1.8012177285272626 3.5864135343581429 3.9408462718129149 10.256383448839189 4.20399136096239 3.5309676229953748 4.1568416832014918 3.8126483149826527 7.0575764819513989 3.1428234577178946 1.7272921502590182 2.1356328162364662 1.7036896310746668 1.1295018652454012 4.0066935159265995 1.0466211875900624 7.938127437606453 4.3176529705524436 5.6591558307409278
leaf_count=1011 555 10 314 1339 22 30 20 45 15 105 9 42 26 11 45 20 16 28 24 47 85 6 36 13 22 28 23 39 27 21
internal_value=0.000776093 -0.0121606 0.00219953 0.000866451 0.00157528 0.0114363 0.00118914 -0.00192261 0.00241921 -0.0237079 -1.81378e-05 -0.0137839 0.00111461 0.000137506 0.00211427 0.000476768 0.00628207 0.000330595 -0.00650158 -0.00302658 -0.0087572 0.00489878 -0.0117282 -0.0242224 0.00183887 -0.00897295 -0.028155 0.00229798 0.0017554 0.00216981
internal_weight=319.267 2.2145 1.30705 317.053 226.09 8.51967 217.571 61.6396 155.931 4.95535 56.6843 4.30975 52.3745 49.2551 45.6687 41.7278 15.7044 11.5005 7.96949 26.0234 15.1029 10.9205 3.86292 4.84651 151.787 6.18282 2.17612 145.604 137.666 133.348
internal_count=4034 879 324 3155 1816 52 1764 578 1186 125 453 87 366 357 331 320 88 68 52 232 143 89 42 98 1171 73 45 1098 1059 1032
is_linear=0
shrinkage=0.0323624


Tree=436
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 0 0 1 0 2 2 2 1 2 2 0 2 1 1 0 0 2 2 0 2 1 1 0
split_gain=2.39844 3.55598 3.00012 1.64595 3.20717 2.595 1.9049 1.59527 4.11659 1.5824 1.90302 4.54846 1.54601 1.9221 1.52679 1.50688 3.71006 1.90253 1.42713 1.41215 2.57602 2.94109 1.32615 1.29527 3.34765 2.76531 1.45841 1.42351 7.68917 1.35809
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 41.942745071500006 47.927946529500012 0.42018203045000008 48.96897326980001 0.4778150355000001 0.47769527860000011 0.32388251845000005 0.47396784530000008 39.110279783550006 44.262924377150007 47.927946529500012 0.4662734648500001 42.719328117250008 42.686561923500008 0.37331217625000007 42.434124620650003 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.47817430615000006 36.728658719300007 35.050303764500008 0.54386096225000014 43.89540535710001 0.40509266190000009 0.41615520495000008 0.54499865270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 3 5 7 -1 -6 8 15 -7 11 -11 -4 -14 23 16 18 -17 -5 20 21 -2 -12 24 25 -3 27 -25 -29 -30
right_child=1 14 12 4 6 9 -8 -9 -10 10 22 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-0.0024267237960871333 -0.0027045962273813482 0.0030084760369255229 0.0005513294355407322 -0.0027149370213588649 0.0013767278501528029 0.0015188769442577082 -0.00040691074694367788 -0.0027355136710305364 0.0025034969831751039 0.00023736819273777228 0.0007486081933494094 -0.0031800558032964803 -0.0020384073267418904 0.00057814448487400255 -0.001496188351695672 0.0011061179318217294 0.0031902672020056506 -0.0018547931199213578 -0.00017894843825612283 -0.0015489122327325094 0.0010283732349961854 0.0011700486314298372 -0.000429234001203446 0.00105987505255307 -0.0032440575578879189 -0.00093063773275922526 -0.0010236299763251686 -0.0034824538738080992 0.00086296971721933839 0.00013573782392855763
leaf_weight=1.9265532026765857 3.3684332165867108 1.4504966139793385 177.31719582155347 1.8759717801585889 6.9941622689366323 5.7765858471393576 6.3310646116733551 2.4005862642079583 2.0046629607677451 8.6948671636637282 25.367033645510674 2.876525583676993 2.9146803217008701 3.3476682677865028 3.1275368859642176 1.3511772397905577 1.448944568634033 11.084711796604095 3.5850270790979266 10.751510201720519 4.3484497535973787 1.6054207757115362 6.7080498039722434 12.48911242187023 2.1489781064447016 3.1091029501985759 4.6858426942490032 3.0167479598894706 20.738591503351927 45.56063073175028
leaf_count=227 98 3 849 55 20 21 34 39 5 77 95 54 43 16 757 11 3 316 37 355 19 7 29 41 45 74 190 35 71 408
internal_value=0.000217889 -6.51016e-05 0.000338991 -1.74949e-05 -0.000395744 0.000255615 0.000529288 -0.000914721 -0.000709997 0.000360175 0.000206821 -0.000612167 0.000510701 -0.000639675 0.000122865 -0.00104299 -0.000160951 -0.00153309 -0.00105012 -0.000967088 -0.000296064 -0.00145397 0.000502279 0.000177197 -0.000820006 0.00032247 0.000254544 0.000327758 0.000195848 0.000363218
internal_weight=388.406 116.401 272.005 88.4259 37.0763 51.3496 13.3252 23.7511 21.3505 49.4231 43.6465 11.5714 183.58 6.26235 96.327 19.3458 6.90994 12.4359 5.461 20.0738 9.3223 4.97385 32.0751 93.1995 6.70858 4.5596 86.4909 81.8051 69.316 66.2992
internal_count=4034 2103 1931 1023 520 503 54 466 427 276 255 131 908 59 1624 422 95 327 92 479 124 105 124 867 122 77 745 555 514 479
is_linear=0
shrinkage=0.00235581


Tree=437
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 0 0 0 1 0 2 2 0 2 1 0 2 2 2 0 0 2 0 2 1 0 0 0 1
split_gain=0.355436 0.638773 1.00418 0.567188 0.494618 0.840789 1.11182 0.516686 0.486208 0.365012 1.72491 0.724132 1.96375 1.68474 1.37668 0.828298 1.55147 1.32396 3.10254 1.7377 1.5983 3.43289 1.8164 1.23389 2.08278 1.62534 0.678383 2.4534 1.73529 1.01589
threshold=32.724174661450007 0.38052752915000004 0.53043322055000008 0.31761025120000003 34.883496062400006 33.96174662340001 0.51191581090000016 0.50706565670000014 0.52453519355000011 0.35862698720000002 0.49949103320000005 38.400997490450003 38.903925214650009 0.46989611090000011 39.051326806600009 0.34584293880000011 0.48637765340000011 42.779078631750004 43.384297312450009 42.622319549950006 0.47961138885000004 0.48447651265000008 41.319407281650008 0.48351845755000006 41.319407281650008 0.34527409360000011 0.49787431515000008 0.49649711085000009 0.49830843385000007 0.36575252235000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 -7 -8 10 11 13 -13 -6 -14 16 23 19 -19 20 -17 -22 -23 -16 -25 -26 27 -11 -28 -30
right_child=4 2 -4 -5 9 7 8 -9 -10 26 -12 12 14 -15 15 17 -18 18 -20 -21 21 22 -24 24 25 -27 28 -29 29 -31
leaf_value=0.016212897229784192 -0.02887863009165936 0.02023586085269425 -0.046891726815809935 -0.046284055821143713 -0.0065968255609490144 0.025961902158434878 0.024638113885518793 0.005450863194187262 -0.0049875465245195968 -0.001704952258191525 0.028437089510256395 -0.030434460704216296 0.027663483664711629 0.024351229162991241 -0.00055920854784421775 0.025308858581095092 0.016808969975472817 -0.032108124202305972 0.01183323355887895 0.030672642384809112 -0.018791231178969289 0.030298704291603473 0.00096333659762549734 0.0063321418074000508 -0.0092424587427799507 -0.050323169216702934 0.036436523899938664 -0.059986541610728222 -0.013318628322981939 0.00020032570560288401
leaf_weight=0.22415237035602265 1.4000543146394173 1.0493197366595266 0.36460077901574539 0.82626920627080835 3.7353869908256438 3.3281470257788897 1.3080902919173243 2.7018150058138417 1.3846148704469667 4.9684139484306789 2.9102272540330878 2.4095256598666301 2.363098024390637 4.9875294715166092 90.526455019600689 4.0382339246571126 5.8125461935997 3.3751276477705678 4.6239327872171998 3.9862447604537001 6.5865232571959522 4.4196450822055322 6.1001917757093906 3.3029998987913123 2.3356450796127319 2.3419509083032608 1.564101168885826 1.0649826762964947 7.0983927920460692 137.20135754026705
leaf_count=14 18 5 109 70 101 29 5 51 38 140 35 18 10 34 803 39 31 29 29 60 34 30 27 14 14 27 8 14 37 2161
internal_value=0.000817141 -0.0123651 0.002926 -0.0329477 0.000919984 0.00849808 -0.00369154 0.0167716 0.00940431 0.000669091 0.00186537 0.00135307 0.000755355 0.0110984 0.00129288 0.000839503 -0.000684883 0.0056395 -0.00670741 0.00956947 0.00559104 0.000936329 0.0132879 -0.00171713 -0.0148518 -0.0298105 -0.00054261 -0.0119925 -6.9006e-05 -0.000464699
internal_weight=318.34 2.46434 1.41392 1.05042 315.875 10.1227 4.09276 6.02996 2.69271 305.753 153.855 150.945 142.222 8.72292 139.813 137.449 104.32 33.1299 7.99906 25.1308 21.1446 17.1064 10.5198 98.5071 7.9806 4.6776 151.897 6.0334 145.864 144.3
internal_count=4034 198 114 84 3836 141 61 80 43 3695 1335 1300 1165 135 1147 1137 889 248 58 190 130 91 57 858 55 41 2360 154 2206 2198
is_linear=0
shrinkage=0.0348455


Tree=438
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 2 2 1 2 1 1 0 0 0 0 1 2 2 2 0 1 0 1 2 2 0 1 0
split_gain=2.35022 1.81816 3.81205 2.38016 1.98168 3.19779 4.41341 2.53865 1.8611 1.74255 2.46833 1.79979 1.73407 1.9264 1.60409 2.52339 2.61405 1.67773 3.2017 2.79594 2.59167 1.8169 3.18413 1.40682 1.46461 1.40655 2.21276 2.10263 1.7705 1.75476
threshold=0.4662734648500001 0.37078231190000005 0.50278434775000014 0.47721625100000004 0.51191581090000016 0.3782970569500001 0.50889194935000015 43.89540535710001 47.709122305950011 0.36491422415000008 38.625745710700009 0.35651627195000007 0.38906020780000011 0.52005927965000021 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.3975479776000001 41.385032804600009 40.340071172300007 43.631818398850008 0.52770875125000016 0.39045238170000002 0.53158588065000012 0.39193437325000008 37.198331469900005 35.050303764500008 0.54386096225000014 0.45628873390000008 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 12 -9 10 -5 -12 13 -6 -14 -16 17 18 19 21 -19 22 -17 -10 -25 26 27 -18 -28 -27
right_child=-2 4 -4 9 7 -7 -8 8 23 -11 11 -13 14 -15 15 16 25 20 -20 -21 -22 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=-0.0001160573445686592 -0.0014777633888750207 0.00073671477677268 0.0014477432123563554 0.0013925956680753792 5.8910561432208141e-05 -0.0030827368589467765 -0.0024964003898100854 -0.0023524246259134705 -0.0027359519139241923 -0.00053854207357449419 0.00041542475575870335 -0.00094896979109908969 -0.0011286806953106892 0.0013838030600720028 0.0015200011081649134 0.00039716983341310351 0.0026242538410760881 -0.0024381641457848179 -0.0018603995400207204 0.0020453900031121974 0.0013225751107817127 0.00069289683202076503 -0.0031292652080036373 0.0014442714786110171 -0.00079371956124300283 0.00093569103497107866 -0.0028148461143787783 -0.00057354579741919259 0.0004179584818668875 0.00014028498573757903
leaf_weight=57.155374911148101 3.8398392990929997 6.1896320730447751 12.840422824025152 11.58591168373823 9.6135331764817256 2.2826175042428067 2.7652174197137356 3.0240871747955662 0.94339658599346865 8.5278081111609918 123.37657278776169 4.5376750305294982 4.8763350457884362 10.281250990927218 5.5304331816732875 2.5025466829538399 1.3136210739612559 4.1177758635021737 4.3006289852783075 3.0319184958934775 1.038811122998595 4.2029980048537254 2.159165482968092 2.161086980253458 3.4165317502338439 15.230582498013971 2.6052620061673228 3.1941794259473681 1.0868300325237212 71.493712867610157
leaf_count=872 757 27 64 52 41 75 41 205 54 47 606 29 36 33 21 9 3 93 81 21 22 22 37 8 104 49 50 74 16 485
internal_value=0.000178567 0.00019507 0.000323111 0.000252731 2.82714e-05 -0.00083469 -0.000261657 9.03852e-05 -0.000972813 0.000395124 0.000452201 0.000367024 0.00015962 0.00074359 6.79118e-05 0.000115815 4.90287e-05 -0.000623577 -0.000287077 0.000281679 -0.00168055 -0.000321547 -0.00123617 -0.000333025 7.34056e-05 0.000200336 -0.000641947 0.000358327 -0.00186322 0.000279975
internal_weight=389.226 385.386 218.024 205.183 167.362 11.2375 8.95485 156.125 9.5451 148.028 139.5 127.914 146.58 19.8948 126.685 121.808 116.278 21.3538 16.1973 11.8966 5.15659 8.86471 4.66171 6.52102 5.57762 94.9242 8.19989 4.5078 3.69209 86.7243
internal_count=4034 3277 1670 1606 1607 143 68 1464 371 734 687 635 1093 74 1019 983 962 285 170 89 115 68 46 166 112 677 143 77 66 534
is_linear=0
shrinkage=0.00212766


Tree=439
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 0 1 2 2 1 1 0 2 0 1 1 0 2 1 1 2 2 1 1 1 1 0 0
split_gain=2.63768 3.74408 3.4359 2.10907 1.7812 1.76224 2.11267 2.54067 2.22697 1.74309 3.28719 2.86473 4.29377 2.19824 1.96075 2.71286 1.63919 7.93436 1.91438 1.88731 1.6347 1.51521 1.95859 1.43971 2.19037 1.27208 2.58011 1.70138 1.3899 2.0592
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 0.4662734648500001 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.45540552680000007 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 0.53043322055000008 43.631818398850008 0.53475943835000017 0.40509266190000009 0.41615520495000008 0.54499865270000014 38.625745710700009 0.39408999735000005 0.34551360740000009 42.686561923500008 40.636252116050009 0.41853537320000006 0.46280051495000007 0.45280081435000008 0.43590012275000006 0.55974372025000008 0.5654770815500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 21 4 5 6 7 -3 -8 -2 -11 12 13 20 -13 -16 -7 -18 23 -20 -12 -1 -23 24 -19 26 27 -21 -29 -30
right_child=1 3 -4 -5 -6 16 8 -9 -10 10 11 14 -14 -15 15 -17 17 18 19 25 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=1.6079136343500698e-06 -0.0030214703203240091 0.0029427391941874142 0.00050176799926156539 -0.0017025598790982252 -0.0012394438394413558 0.0011370937787020606 -0.0032624216143787017 -0.00086541364230843592 0.00068252093295575686 0.0040878665575641007 -0.0027129788421136536 -0.002636884706023997 0.0023816810920973567 0.0013468042796117357 -0.0015210890748700019 0.0036839582621554234 -0.0035608511691840729 0.0013893818010971093 -0.0015239965269460099 -0.00034894984407625592 0.00038149662550271467 -0.0028388915858415138 -0.00025250916794420579 0.0016588128699902692 -0.00063272472786019105 0.0017046008768690152 -0.001599959345242171 0.0017726957070970551 -0.00096967880531839289 0.00086304392952476605
leaf_weight=51.988562746380921 2.0043119136244085 1.3830688297748546 209.33821470756084 3.2911278631363521 4.4782607189845285 12.834607034921644 2.5820270727854227 3.0813577984226868 1.1170303933322427 0.74074304103851574 3.427806003950538 5.9791643595090118 2.836224801838398 1.5311545282602308 2.4490877497009937 0.70199757814407338 2.8850844316184512 6.1542998775839823 3.4882607455365351 12.360514434985815 1.2765971738845108 2.4476221543736747 4.5817700298503041 9.3499597236514074 5.5520260855555534 3.0883970819413653 4.1183531973510972 5.3027589768171337 4.4268510937690762 13.611782083287833
leaf_count=699 29 3 1056 757 190 41 48 74 18 1 93 140 7 6 194 1 30 17 74 94 8 69 107 28 24 15 68 17 28 98
internal_value=0.000232863 -5.47352e-05 0.000361525 0.000134782 0.000197893 0.000268366 -0.000766573 0.000314343 -0.00207114 -0.000951389 -0.000732356 -0.000928518 5.07156e-07 -0.00108256 -0.00185159 -0.000361511 0.000369946 0.000229965 0.000392105 0.000127188 -0.00187326 -0.000135923 -0.00115308 0.000975842 0.000430346 0.000261421 0.00014949 0.000351296 0.000722113 0.000413276
internal_weight=388.409 120.053 268.356 99.1058 95.8146 91.3364 8.16348 4.46443 3.69906 20.9471 18.9428 18.202 9.07178 6.23556 9.13025 3.15109 83.1729 70.3383 67.4532 46.3969 4.7044 59.018 7.02939 21.0563 11.7063 42.9087 39.8203 35.7019 23.3414 18.0386
internal_count=4034 2103 1931 1624 867 677 143 77 66 479 450 449 114 107 335 195 534 493 463 394 101 875 176 69 41 320 305 237 143 126
is_linear=0
shrinkage=0.00233427


Tree=440
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 0 2 1 0 1 2 1 2 2 0 1 1 2 0 0 1 1 1 2 2 1 1 1 1
split_gain=3.33317 3.73971 3.22728 2.50769 1.73784 3.37646 3.1519 1.65308 2.07367 2.61002 5.57853 2.4563 2.05984 1.53886 2.49033 3.84471 1.63785 2.30515 1.62609 1.5262 2.28631 2.60521 1.88037 1.51171 2.13112 1.50053 1.4739 2.58301 1.79118 1.86291
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 0.4662734648500001 0.39587138110000003 0.39408999735000005 0.53043322055000008 38.244973486750006 0.39971857130000005 0.5398790455000001 0.41714319930000004 47.709122305950011 0.39542229275000007 40.750688432250008 40.890797847750008 0.55677973715000018 0.42651417625000004 0.41911918805000009 41.827117825850003 0.54499865270000014 0.55677973715000018 0.46280051495000007 0.45280081435000008 0.34551360740000009 42.686561923500008 37.784765830350004 0.44805544745000009 0.43837010870000009 0.45206730335000006 0.4591329601000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 23 7 5 6 -2 12 11 -10 -11 -9 -3 16 -15 18 17 -12 -16 -18 -21 22 -22 -1 -25 -14 27 -17 -28 -30
right_child=1 3 -4 -5 -6 -7 -8 8 9 10 13 -13 25 14 15 26 19 -19 -20 20 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=1.5241291000846321e-05 -0.0022562054186178243 0.0014720466504884622 0.00042100508920990055 -0.0014187970021801806 -0.0013443670469940221 0.0010161665183557023 0.0010109088314049258 -0.00307250241341643 0.0010419160731915862 -0.0022099580812641939 0.00038401333541153551 0.00010341284316336953 -0.0004939108021482471 0.0016309898624295169 0.00018832308139664727 -0.00026266817594544747 0.0017534199694813916 -0.0017590823004866923 0.001498504203437832 -0.0016375464565661789 0.00041269103531121903 0.0022653200807639818 -0.0014480022509482143 -0.0023975931601426062 -0.00012404706491217409 -0.0025658392249263322 0.0013799440119757142 -0.0026200928403387488 -0.0027228392240408782 0.00038073030226204994
leaf_weight=51.618187488638796 3.77927731908858 1.8636269569396962 213.89320720825344 4.1495497312862417 11.439120085211469 4.5734999850392342 1.6246080249547956 1.5504248030483716 15.19353963807225 3.6690891743637613 3.3955112732946899 2.3684074524790049 11.829809536458923 6.5551250353455535 5.9188177213072803 6.6631948826834542 2.2333602905273464 4.4780385941267014 9.4875317160040122 2.6656501442194012 8.7309022564440948 2.274374619126319 2.7473713476210824 2.5248963518533847 4.2678818320855498 1.517455669119953 3.1773626408539704 2.4444461388047785 1.1321863580960783 2.1714479173533618
leaf_count=699 98 5 1056 757 355 19 7 16 51 50 14 34 170 22 26 50 6 31 41 24 61 10 48 69 107 35 17 57 25 74
internal_value=0.00018681 -7.47551e-05 0.00030941 7.60155e-05 -0.000822517 -0.000224213 -0.00127399 0.000136787 0.000241255 0.000307138 0.000142343 -0.00115309 -0.000459741 0.000277041 0.000532536 0.000300224 -8.46467e-05 -0.000834861 0.000995158 0.000232046 2.50955e-05 0.000347362 -3.26735e-05 -9.92342e-05 -0.000969131 -0.000729469 -0.000386585 -0.000895389 0.000328431 -0.000682892
internal_weight=399.938 127.634 272.304 106.217 21.4165 9.97739 5.40389 102.068 86.8568 82.9379 67.7444 3.91883 15.2109 64.0753 37.5501 30.995 26.5252 7.87355 15.4063 18.6517 16.4183 13.7526 11.4783 58.411 6.79278 13.3473 15.5886 9.10764 6.481 3.30363
internal_count=4034 2103 1931 1624 479 124 105 867 657 607 556 50 210 506 312 290 194 45 67 149 143 119 109 875 176 205 223 107 116 99
is_linear=0
shrinkage=0.00196157


Tree=441
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 1 1 2 0 2 2 1 1 1 2 2 1 2 2 2 0 1 2 2 1 0 1 0 2 1
split_gain=1.47164 2.13057 2.09133 1.88061 1.48274 2.53155 2.48651 1.96622 2.36727 1.36278 3.87304 1.31219 1.26834 1.25169 2.72083 1.1935 1.20466 1.13885 1.10664 2.05901 2.29639 2.00495 1.08457 1.04894 2.02287 4.11914 3.88275 5.05469 3.16096 2.48598
threshold=0.39072183470000005 0.53544804050000006 36.491284729650012 0.47736594710000008 36.957836847500012 0.39587138110000003 0.39476362980000007 43.631818398850008 0.53158588065000012 39.110279783550006 41.385032804600009 0.4662734648500001 0.39193437325000008 0.34551360740000009 47.927946529500012 42.686561923500008 0.35862698720000002 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.45540552680000007 35.171584490050009 37.784765830350004 0.35651627195000007 0.50339810185000011 0.37078231190000005 0.5216909673500002 39.749124837650008 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=3 2 -2 13 -4 6 9 -7 -9 -6 -11 17 -12 22 15 -15 -17 18 19 20 -3 -21 -1 -5 29 -26 -27 28 -28 -25
right_child=1 11 4 23 5 7 -8 8 -10 10 12 -13 -14 14 -16 16 -18 -19 -20 21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.001660440698733777 -0.0042263294383374523 0.0041642994878203759 0.0031102541898627399 0.0010776741130454359 -0.0027974074047556834 -0.0036758354012333041 0.0029988792651436114 -0.0033801106271612127 0.0028171474913953991 0.0028116509310285747 0.00079799283569682552 -0.0022250702078131426 -0.0040046411346822963 -0.0040254481742703066 0.0040519728089330638 0.00016820280105248143 -0.0034998309409132104 -0.0015301866366858061 0.00039538092003655917 -0.0045881285138332948 -0.0010285305489679212 0.0010380036352387087 -0.00011619936937059587 0.00049550777196145489 -0.0022293573330666953 0.0026080727449134542 -0.0035553006073653992 0.0014363284072630323 -0.00045373099846492945 0.0022278345487654703
leaf_weight=4.107376846484839 2.0386401265859631 1.3492949008941639 1.0618907827883983 30.973301231861115 2.5260834051296133 4.7888146169716483 2.5081119537353507 1.2969074853463101 1.4167836252599952 2.9224867448210716 0.85604474134743247 2.532577325415331 2.052097917534411 2.3710222018416962 0.88384681940078724 2.840458570048213 1.5045378862414507 4.016615846543572 77.250344735803083 2.3143021982396026 3.0504127464955673 0.99493364244699467 46.576981156133115 108.15837791655213 8.7199605666100961 6.5953345671296111 5.0176132321357789 12.299565060995517 12.863187719136475 9.9359664134681207
leaf_count=91 30 3 8 127 25 136 7 183 12 24 13 757 55 69 2 36 75 191 534 48 74 18 617 558 68 32 35 57 87 62
internal_value=0.000221427 -9.30586e-05 -0.00103277 0.000361945 -0.000697675 -0.000917828 0.000104673 -0.00239857 -0.000144601 -0.000763969 0.000117005 0.000127396 -0.00259093 -0.000160303 -0.00141462 -0.00213404 -0.00110192 0.000194356 0.000275887 -0.000921546 0.000563998 -0.00289661 2.77766e-05 0.000518392 0.0004125 -0.000181295 0.000304325 -0.000199114 -0.00132408 0.000641259
internal_weight=365.824 112.976 21.4679 252.848 19.4292 18.3673 10.8648 7.50251 2.71369 8.35671 5.83063 91.5085 2.90814 58.2842 7.59987 6.71602 4.345 88.9759 84.9593 7.70894 4.39971 3.30924 50.6844 194.563 163.59 45.4957 36.7757 30.1804 17.8808 118.094
internal_count=4034 2118 493 1916 463 455 124 331 195 117 92 1625 68 890 182 180 111 868 677 143 77 66 708 1026 899 279 211 179 122 620
is_linear=0
shrinkage=0.00331438


Tree=442
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 1 0 2 0 2 1 2 2 0 1 0 1 2 0 2 2 0 0 2 1 2 2 2
split_gain=3.43607 3.40895 3.23338 2.36275 1.87958 4.03731 2.53039 3.64433 2.461 2.17051 3.01274 1.5007 1.44512 1.43651 2.19263 2.19018 1.89462 1.41087 3.15939 2.04287 2.10864 2.66152 1.58151 1.78339 1.66271 1.39397 1.32204 1.27184 3.71778 3.14957
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 0.4662734648500001 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 0.53043322055000008 43.631818398850008 0.53158588065000012 43.89540535710001 0.39408999735000005 37.198331469900005 35.050303764500008 0.54386096225000014 0.45628873390000008 0.5398790455000001 0.41714319930000004 40.750688432250008 0.54646567465000018 40.890797847750008 41.827117825850003 0.55677973715000018 0.5654770815500002 41.646178195200001 0.39193437325000008 47.927946529500012 42.719328117250008 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 4 27 11 -2 -6 7 8 12 -8 -11 13 -7 14 15 -3 -16 -15 25 -20 -21 -22 -23 -24 -25 -19 -13 28 29 -1
right_child=1 3 -4 -5 5 6 9 -9 -10 10 -12 26 -14 17 16 -17 -18 18 19 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.1312328985010153e-05 -0.0024742596513850261 0.0023444480429162602 0.00041112246027645843 -0.0014084689531840197 0.0036837460201874328 -0.0021849232324120675 -0.0021322279117235352 0.0017653161982127818 0.0012031012183246856 -0.0019331738726016236 0.0017023163176586554 0.00093611114689460921 0.00015039899165535995 0.00077606131834456445 -0.0025542325030714005 -0.0005488317732609627 0.00042455772914223497 -0.00025603261342045056 -0.00012049629562197894 0.0013233695164430158 0.0015065769364147007 -0.00078116081030724744 0.0014312764114876922 -0.0014560318655117616 0.00036099409212487306 -0.002190084168326745 -0.0014453901615898133 0.00044779775851157586 -0.0011465383413883166 0.0026770860139237688
leaf_weight=36.518982724286616 2.0751790869981077 1.3152307271957377 212.36766829900444 3.72603357117623 0.75558930635452526 3.3594149472191948 5.9563435171730799 2.7320347875356674 1.5608079358935354 1.7153185151983055 1.5334387896582482 1.0675493106245983 1.307472603395581 14.817350149154661 2.5546065536327665 3.1670613797614351 1.0786215970292685 2.543591594323515 28.55419641546905 9.3825120329856855 4.9947900101542499 6.6639343006536391 3.8187811300158492 2.3837663456797582 7.1664086952805519 2.7598476856946945 3.6888729933416471 13.053385540843008 11.617006168235092 1.579320728778838
leaf_count=518 29 3 1041 757 1 93 140 7 6 183 12 5 8 49 50 74 16 15 256 29 19 47 15 23 56 25 185 54 315 3
internal_value=0.000183755 -8.13832e-05 0.000300049 6.39878e-05 -0.000771577 -0.000584828 -0.000762385 -4.94106e-05 -0.000845515 -0.00145635 -0.000217194 0.000121164 -0.00153066 0.000174988 -0.000581825 0.000300138 -0.0016699 0.000248911 0.000134495 0.000252162 0.0005614 0.000275749 -3.11329e-05 0.000342729 -9.25437e-05 -0.00126249 -0.000910877 -7.57507e-05 -0.000213215 7.13757e-05
internal_weight=395.815 120.679 275.136 99.6832 20.9956 18.9204 18.1648 8.95973 6.2277 9.2051 3.24876 95.9571 4.66689 91.2007 8.11552 4.48229 3.63323 83.0852 68.2678 62.9644 34.4102 25.0277 20.0329 13.369 9.55018 5.30344 4.75642 62.7687 49.7153 38.0983
internal_count=4034 2103 1931 1624 479 450 449 114 107 335 195 867 101 677 143 77 66 534 485 445 189 160 141 94 79 40 190 890 836 521
is_linear=0
shrinkage=0.00188464


Tree=443
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 1 0 2 0 2 2 2 0 1 1 1 0 0 2 1 1 1 2 2 2 2 1 2
split_gain=2.13284 2.79646 2.62442 1.71659 1.70752 3.55025 2.30369 3.8476 3.76197 2.06013 2.71512 1.31211 1.31865 2.06408 2.34035 1.87068 1.30149 4.23176 1.62963 2.60217 4.29776 2.37026 2.2616 1.30358 3.96149 4.97111 1.53511 1.81255 1.21171 2.05474
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 0.4662734648500001 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 43.89540535710001 37.198331469900005 35.050303764500008 0.54386096225000014 0.45628873390000008 0.40509266190000009 0.41714319930000004 0.54646567465000018 0.55538756325000016 41.092444989200011 0.46280051495000007 0.45368402140000008 0.44805544745000009 40.00488309970001 41.092444989200011 41.827117825850003 42.310579034350006 0.34551360740000009 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 4 28 11 -2 -6 7 8 -7 -8 -11 12 13 14 -3 -15 -14 -18 -19 20 -20 22 23 24 -21 -26 -27 -28 -1 -30
right_child=1 3 -4 -5 5 6 9 -9 -10 10 -12 -13 16 15 -16 -17 17 18 19 21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=1.0819339312893466e-05 -0.003031827988919399 0.0030008697334348465 0.00046393839945862335 -0.001660362588913873 0.0044456506552328747 -0.002810707560974954 -0.0026730108773180216 0.0017361813013461503 0.0016750719477569421 -0.0024473181154540434 0.0021363236142101015 -0.0011020926187962935 0.0010402682550391359 -0.0032203580560847414 -0.00077586792356770632 0.00064325749728268307 -0.0019821929105320168 0.00087245282615589404 -0.0034366168756083566 -0.0028492688773912615 0.00042692593472115365 0.002386628451223915 -0.0018144671294945611 0.00092993376943709322 0.0019943949574655153 -0.0023918158345655302 0.0014081833161490209 -0.0012421756033354583 -0.0029101094294868763 -0.00011424880984448514
leaf_weight=50.370736951997969 1.8879682533442999 1.3532986044883717 204.95182809140533 3.014803682191995 0.75165927410125988 3.4471108457073587 5.2717768837464956 3.9596027713268995 1.5495006293058393 1.4932551311794671 1.4627568172290919 4.4045767434872678 12.322234675288199 2.4395533101633196 3.0583265207242221 1.0145375272259114 4.7477620635181657 22.773505203425884 2.9658008813858023 2.5192533144727411 3.7002163231372833 2.9534908309578887 3.0402007428929201 12.762567917816339 6.3566535115241996 2.4598186686635 2.5032497346401215 3.5932940514758229 2.2885627918876699 4.3786495551466942
leaf_count=699 29 3 1056 757 1 93 140 15 6 183 12 190 41 50 74 16 39 80 46 48 20 15 73 71 26 20 10 45 69 107
internal_value=0.000217523 -4.97017e-05 0.000337684 0.000116009 -0.000868769 -0.000641078 -0.000863581 -2.44196e-05 -0.00141962 -0.00177703 -0.000179143 0.000172401 0.000234386 -0.000701196 0.000382674 -0.00208553 0.000323373 0.00019785 0.000355562 8.08789e-05 -0.00129202 0.00033377 0.000151339 0.000349268 -7.58509e-05 0.000392662 -0.00079729 -0.000153934 -0.00011598 -0.00107395
internal_weight=379.797 117.807 261.99 97.9831 19.8236 17.9357 17.184 8.95621 4.99661 8.22779 2.95601 94.9683 90.5638 7.86572 4.41163 3.45409 82.698 70.3758 65.6281 42.8545 6.66602 36.1885 33.235 30.1948 17.4323 14.913 8.55636 6.09654 57.0379 6.66721
internal_count=4034 2103 1931 1624 479 450 449 114 99 335 195 867 677 143 77 66 534 493 454 374 66 308 293 220 149 101 75 55 875 176
is_linear=0
shrinkage=0.0023912


Tree=444
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 2 2 1 0 0 1 0 0 0 0 1 2 2 1 0 1 2 0 1 2 2 1 2 2
split_gain=0.440093 2.34221 1.26582 1.41867 2.66434 1.23286 1.06938 1.18943 1.07945 1.16445 1.07227 1.01837 0.971302 0.937218 1.76511 1.35361 1.31654 1.20683 2.45455 1.91639 1.02709 2.93463 0.908203 0.805346 2.00009 4.24448 1.69226 1.75252 1.48558 1.39952
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 43.89540535710001 47.709122305950011 0.38906020780000011 0.52005927965000021 0.53158588065000012 0.39193437325000008 0.53242417890000004 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.39900002995000006 41.385032804600009 40.340071172300007 0.39542229275000007 0.52770875125000016 0.39045238170000002 43.308802343500005 0.5398790455000001 0.41804137600000008 38.969453495950006 40.844669808050007 0.42114008565000011 40.890797847750008 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 8 -8 9 -4 -9 -12 -13 -10 -15 16 17 18 20 -19 21 -16 -6 -17 25 -25 -26 -28 -29 -30
right_child=2 -3 6 5 22 -7 7 10 13 -11 11 12 -14 14 15 23 -18 19 -20 -21 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=0.0014471339617831082 0.019044764379206613 0.025493715139775382 -0.00082276698014958536 -0.039047213730032185 -0.049814253095370714 -0.0089238830829919367 -0.03478460315724121 -0.04191831282796013 -0.014689346904927307 0.016965157271318358 0.019362279734661213 0.037261915425886062 -0.020391707753462798 0.019671697643670147 0.0062691126332664665 0.0081636289947200104 -0.036971619292572866 -0.041355466661728645 0.025539063073792612 -0.0011615737967805482 0.0024985028573156882 -0.045257589241234644 -0.0031423867476751055 0.0064582660591651769 -0.0034822702201906899 -0.041399681037764639 0.02717342456997424 0.025748503513944671 -0.0098920101735101903 0.0073881313039602789
leaf_weight=178.7439490602992 3.2126649655401689 4.3020388185977927 6.8218381181359282 2.4787975875660777 1.0254294192418454 3.2651554461335763 1.7546646022819903 0.66998038871679444 4.3030050534289321 8.6644536927342397 1.9227560572326181 0.35474359989166293 2.080066456575878 4.8234857544302931 2.3325644582510048 15.370634801685808 1.5059549738652993 2.2011427800171068 2.9392282143235198 2.7890833504498005 4.5862242542207241 2.2541481512598693 0.7477170435595325 4.2098419393878421 28.62343041884742 3.5364949954673648 4.0686264932155636 2.9558227481320527 7.4411890541669008 14.017653789545873
leaf_count=1640 13 30 31 44 24 37 299 54 35 33 8 1 238 21 9 61 39 57 28 58 36 58 38 34 694 38 14 19 130 213
internal_value=0.000970755 0.00201229 -0.000381778 -0.0110137 0.00155518 -0.0219236 0.000494214 -0.0119561 0.00117825 0.00912943 -0.00398866 0.00184306 -0.0119918 3.76762e-05 0.000649033 -0.000279366 -0.0081048 -0.00556293 -7.18594e-05 -0.0188907 -0.00827821 -0.0190538 -0.0301332 0.00153579 -3.50566e-05 -0.0153907 0.00204788 0.00760525 0.00434427 0.00139597
internal_weight=324.003 183.046 140.957 10.7298 4.98581 5.74395 130.227 6.78221 123.445 15.4863 5.02755 4.35757 2.43481 107.959 103.656 98.832 18.6083 17.1024 12.1122 4.99023 9.17294 4.58671 1.77315 80.2237 64.8531 7.74634 57.1067 28.4833 24.4147 21.4588
internal_count=4034 1670 2364 156 75 81 2208 600 1608 64 301 247 239 1544 1509 1488 285 246 131 115 103 67 62 1203 1142 72 1070 376 362 343
is_linear=0
shrinkage=0.0322042


Tree=445
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 2 0 1 2 2 1 2 2 0 1 0 0 2 1 2 0 2 2 1 0
split_gain=1.89055 3.309 2.0935 1.66684 3.32999 2.73836 4.06632 3.58323 2.23387 2.63763 1.53531 1.50002 2.50924 5.11226 2.78085 2.36876 1.87497 1.88156 1.59494 1.68537 1.51128 1.37597 2.15302 1.58682 3.7569 1.73337 1.64321 1.21469 1.41884 1.402
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 43.89540535710001 0.5398790455000001 0.41804137600000008 38.969453495950006 40.80591513400001 0.42114008565000011 40.890797847750008 41.827117825850003 0.55677973715000018 0.43639411995000005 0.56341127510000011 0.54136103710000005 40.664404858950007 0.43401395170000007 39.952536079750011 0.57537199485000012 37.311503175250003 42.536568606950006 0.44805544745000009 0.57294691775000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 -6 -7 -10 11 -3 13 -13 21 -16 -17 20 -19 -20 -18 -14 23 24 26 -25 -23 29 -29 -21
right_child=1 10 -4 4 5 8 -8 -9 9 -11 -12 12 14 -15 15 16 17 18 19 27 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00015563306657447615 -0.003820776421740963 0.0010442195512042876 0.00050744998508353469 0.0053154210214863213 -0.0035148696735418012 -0.0034125978599092261 0.0022364241449813953 0.001944431979537265 -0.0030705586198710197 0.0025980823638615462 -0.0015521122781247711 0.00068054353091533853 0.0019893686172946226 -0.0040061354144595978 0.0028316592888378875 0.0022559227446528668 -9.6161532398018551e-05 0.0020002680498646232 -0.0037500184116082171 0.0027751818997410796 -0.0028910889817570138 -0.00067867833850722144 -0.0050619819995601821 0.00039485339621299294 0.00045769695116687704 -0.0030786602668038845 -0.0043072456722913002 -0.0036152711177460614 0.00039604902027449301 -0.00048849246382216783
leaf_weight=54.66898121178383 1.9597930936142827 16.499899193644524 199.45198726188391 0.74331521987915294 3.4626575345173496 5.9427675381302816 4.0377055648714304 1.5767989158630369 1.4711297726025807 1.4877808056771753 4.5956754741491741 4.5118545359000546 2.0382330715656307 3.9194298982620239 4.6812195330858222 4.7009671973064568 5.3117769770324257 5.9860045798122874 0.95917325839400192 2.8723869249224645 2.5952516557881609 1.6478906646370939 0.9275816036388268 16.613241705577824 5.1850869171321392 1.4040788700222027 3.5421655531972647 1.1527137178927662 2.5579055736307055 2.0204906583530828
leaf_count=875 29 61 1056 1 93 140 15 6 183 12 421 34 6 38 14 28 27 23 15 9 103 29 16 128 24 416 66 26 62 78
internal_value=0.000220535 -9.99139e-05 0.000364801 -0.00118672 -0.000910998 -0.00116842 -8.2393e-06 -0.00180671 -0.00235148 -0.000220288 0.000139914 0.00022716 4.15355e-05 -0.00149814 0.000243751 0.000854304 0.000525556 0.000178758 0.000785069 2.43831e-05 -0.00101351 -0.00039561 -0.000561406 -0.000414372 -0.00134959 0.000124165 -0.00315514 0.000445178 -0.000850078 0.00142746
internal_weight=368.526 114.405 254.121 20.6819 18.7222 17.9788 9.07716 5.03946 8.90168 2.95891 93.723 89.1274 72.6275 8.43128 64.1962 32.8379 28.1567 23.4557 15.5487 9.56267 7.90703 31.3583 29.32 28.3925 10.3751 18.0173 5.19006 8.6035 3.71062 4.89288
internal_count=4034 2103 1931 479 450 449 114 99 335 195 1624 1203 1142 72 1070 385 371 343 213 190 130 685 679 663 119 544 95 175 88 87
is_linear=0
shrinkage=0.00300193


Tree=446
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 1 2 2 1 1 0 2 1 0 2 2 2 0 0 0 1 2 2 2 0 1 1 0 0
split_gain=2.02083 1.43439 2.92836 2.55462 1.96284 2.74774 7.2069 2.64825 2.00313 1.72979 1.58521 2.10596 4.95816 2.60835 3.50197 1.31815 2.15659 1.80884 1.88682 1.3557 2.80808 2.34504 3.63511 1.58784 2.67854 1.30395 1.90867 1.93961 1.30159 2.05365
threshold=0.4662734648500001 0.47736594710000008 0.50706565670000014 0.37668033890000002 38.625745710700009 0.50339810185000011 0.35651627195000007 37.038444968100009 43.426640904350009 0.37078231190000005 0.38370108680000009 0.52005927965000021 34.41230404325001 0.38906020780000011 0.5216909673500002 38.244973486750006 37.828051409500013 42.599563320500003 0.53158588065000012 0.52432561900000019 0.53544804050000006 0.39591628995000006 41.385032804600009 41.827117825850003 41.243661560350013 0.55769288345000012 0.44805544745000009 0.45107930900000009 0.56719858685000013 0.54646567465000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 6 -6 -3 -8 -4 -5 12 -12 -13 -15 16 -16 19 -19 -17 21 22 -21 24 28 -20 -27 -28 29 -22
right_child=-2 2 3 10 5 -7 8 -9 -10 -11 11 13 -14 14 15 17 -18 18 25 20 23 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00013569620208732903 -0.0018702165970497767 0.00058017478400114041 0.00016857131302693663 0.0011440789291842293 0.00050269251169077396 0.0018656861928062467 -0.002838154512022495 0.0024273457428905087 0.00022413714886015853 -0.0024163528032701926 0.001499917150198669 0.0014980352187284531 -0.0042536833275947823 -0.0034588482069097641 -0.00026580007120307838 0.0013029335569677961 -0.0032373484225091905 -0.0028175016410969126 0.00020299521570209738 0.0011696395118307912 0.00068165438678624264 -0.002898563201105606 -0.0032739935124156201 0.0011247710514975511 -0.0014402671664901247 -0.0030036204441121991 0.0018809755967364454 -0.0029308798100783251 0.0011988553011342323 -0.00064293976046487437
leaf_weight=57.980406867107376 3.0885068510542615 13.992988020181658 2.8220545798540106 9.7473373878747207 119.30837353505194 8.5584229212254268 5.8384027194697401 8.371054105460642 1.9140759168658403 4.5859544575214386 1.7788567729294289 8.6304118391126377 2.3407099521718919 1.9207863435149182 18.329326015198607 9.1393510010093433 1.8109988160431374 2.139114738674837 12.794251400977375 4.2078238688409311 20.174773499369621 3.1993026062846184 1.7627789536491034 16.626252992078662 5.9349251911044112 2.438982674968428 1.6426119119860234 0.86195107898674894 10.871224881149827 12.980980670079587
leaf_count=897 757 60 14 49 594 49 57 35 43 55 6 36 40 18 238 36 47 179 106 30 70 73 44 72 43 91 10 82 99 104
internal_value=0.000222431 0.000239773 0.000308944 5.73732e-05 0.000558536 0.000440951 0.000344986 0.00127159 -0.00208208 -0.00143164 0.000131239 6.05118e-05 -0.00176924 0.000116155 2.21263e-05 7.56525e-05 -0.000532999 0.000192651 -0.000512762 0.000357808 0.00024379 -0.00110394 -0.000142312 0.000429387 0.000197978 -0.000234819 -0.00136791 0.000224965 0.000418817 0.000163056
internal_weight=375.793 372.704 314.724 156.741 157.983 135.619 127.061 22.364 7.75248 7.40801 149.333 139.585 4.11957 135.466 126.835 124.915 20.1403 104.774 19.8769 84.8974 75.7581 9.16991 5.9706 66.5882 49.9619 17.7378 4.94355 2.50456 44.027 33.1558
internal_count=4034 3277 2380 1542 838 743 694 95 100 69 1473 1424 46 1378 1342 1324 285 1039 468 571 535 147 74 388 316 289 183 92 273 174
is_linear=0
shrinkage=0.00259775


Tree=447
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 2 2 1 2 2 0 0 0 0 0 0 0 2 0 0 2 0 2 0 2 2 2 2
split_gain=0.439952 0.744625 0.881778 1.01575 0.805248 0.542303 0.686118 2.3623 0.574221 2.13822 0.981647 0.536578 2.05578 1.18497 1.3869 2.30991 0.958989 2.48559 1.89976 3.0027 2.22082 1.92362 1.006 1.96696 1.64339 1.0507 3.07088 1.03265 1.07834 1.67371
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.43929822460000006 0.56719858685000013 0.56395018115000017 42.283941020600004 40.984321400500008 0.44805544745000009 39.110279783550006 42.141702038450013 0.55769288345000012 0.55609113500000007 0.54386096225000014 0.54300769440000007 0.52507409960000018 0.53158588065000012 0.48244064550000004 42.686561923500008 0.47754558250000007 0.48351845755000006 43.047778594550003 0.48028502140000007 43.426640904350009 0.47943175355000006 42.719328117250008 43.631818398850008 47.927946529500012 44.169240047700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 11 -8 10 -10 -7 -1 13 14 15 16 18 -18 19 20 -13 -20 25 24 -24 26 -21 -26 29 -29
right_child=1 2 3 -5 -6 8 7 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 21 22 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=0.0016745306055828912 -0.028888559512963635 0.032706974675829545 -0.033042784939403408 0.0016112319964593342 -0.00031694139419337006 -0.00014249285790530672 -0.034379524007443769 0.012066067016784454 -0.038237605737022368 0.010511993750649588 0.021554893203889435 -0.0069500213414150323 -0.034178423053021531 0.024348567557188491 -0.023672810149438329 0.027677467791004981 -0.034313297665915295 -0.0020744701147641775 0.022795912430133809 0.025005003822565916 -0.039452821682143431 0.002680073753665507 -0.029961345732717939 -0.029621578266972381 0.017780609793326692 0.015790722897495932 -0.033789847207165713 -0.036416384613070597 0.0044086914185015895 -0.0029956737981499219
leaf_weight=215.18016505122068 0.96654141003091254 0.75295090675354037 1.2222279630368578 1.4353965167247222 2.4557780393515714 2.8570176959037763 1.7471306230872863 1.6731264793779699 0.92919875495135817 2.8744033994153142 3.7811838407069445 3.8862999170087269 1.4267314060125489 1.4877601638436306 2.0199600285850456 2.2496900055557481 2.3162118445616207 9.6125093987211567 4.3981863856315639 1.3375746160745605 2.8393608080223203 23.716830006567761 1.4080587970092953 1.9869276881217945 2.5795508008450296 5.2310270071029663 1.4394412471447138 1.4182462280150518 11.703370176255701 6.6678688060492277
leaf_count=1655 393 2 76 409 97 22 46 15 19 65 25 61 38 7 52 7 172 74 58 4 45 243 82 12 30 22 52 53 54 144
internal_value=0.000845404 -0.0061682 -0.00242479 -0.014326 0.00743235 0.000996692 0.000783279 -0.0116592 0.00725749 -0.00139726 0.0122165 0.000923773 -0.000917742 -0.000367862 -0.000801439 -0.000243417 -0.00102331 -0.00833432 0.000247756 -0.00362549 -0.0206717 0.0058269 -0.000230772 -0.00291891 -0.000687509 0.00841769 -0.00547078 0.00115518 -0.00101193 -0.00885743
internal_weight=323.601 6.83289 5.86635 2.65762 3.20873 316.768 306.326 3.42026 10.4418 3.8036 6.6382 302.906 87.7256 86.2989 84.8111 82.7912 80.5415 11.9287 68.6127 40.4977 6.72566 28.115 33.7721 25.764 23.7771 8.00804 2.77702 22.369 19.7895 8.08612
internal_count=4034 977 584 485 99 3057 2926 61 131 84 47 2865 1210 1172 1165 1113 1106 246 860 559 106 301 453 375 363 78 56 281 251 197
is_linear=0
shrinkage=0.0279367


Tree=448
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 0 2 0 2 2 1 2 1 2 2 2 1 1 1 1 1 1 1 0 1 1 0 0 1
split_gain=1.8891 1.65647 3.04586 2.16723 2.68425 1.8363 2.77316 2.17763 2.04835 2.96486 2.68678 2.53961 1.42267 2.01667 1.38828 1.61731 4.1539 2.0806 1.79481 3.42528 1.33516 1.25835 4.9933 1.24012 2.95852 1.66287 1.27927 1.23162 2.0509 1.28769
threshold=0.4662734648500001 0.42569084760000003 44.952171034750002 0.37078231190000005 0.50278434775000014 41.827117825850003 0.48068920095000006 47.927946529500012 0.48351845755000006 43.272784938550004 42.779078631750004 0.34542378970000004 44.952171034750002 0.35807311160000005 42.599563320500003 41.827117825850003 41.605323437500005 0.37413550490000008 0.39542229275000007 0.37473428940000003 0.31100865245000009 0.32388251845000005 0.33750486510000005 0.39542229275000007 0.53544804050000006 0.3975479776000001 0.39408999735000005 0.55769288345000012 0.54228915300000013 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 21 7 12 11 10 -10 -8 13 -7 15 16 17 -5 19 -17 -4 -3 -23 26 25 -25 -19 28 -16 -29
right_child=-2 3 20 14 -6 6 8 -9 9 -11 -12 -13 -14 -15 27 18 -18 23 -20 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0024776619759088272 -0.0020291220950412825 0.002052877256337321 0.00087169008713495197 -0.0022993972569092368 0.0018107970259928531 -0.00088661352981267492 -0.0003394048731444958 0.0017434947237359737 7.6872532278170886e-05 0.001965539432508984 -0.0025813747538271062 0.0020206827114545318 -0.0030901058800061549 0.0022586554346832243 -0.00089949844431365779 0.0026535434187453092 -0.0036965707128632499 0.00038388433664311283 0.0012683973983547976 -0.003528811767900555 -0.0010901307953013579 -0.0031683512770894515 0.00064911831161013284 0.00011762032230822109 0.00010799961617853291 -0.0032221459052476976 0.0020257793070221305 -0.0034149023675808712 0.0010351095790899724 -0.00035597756914808624
leaf_weight=5.070407570339742 3.0005360777140586 4.7520858347415915 7.7354259286075813 2.8663174882531157 11.689452156424521 23.882785980589698 5.4360408931970623 2.9035245776176444 10.995237447321417 4.4907663613557807 4.3130863904952994 11.732048064470289 2.1403296068310729 1.7850320674478997 14.088244093698455 1.2003166377544432 2.4017583373934022 34.835575522389263 16.78402391076088 1.8640365796163676 4.4537656717002392 2.8629936389625064 112.01767546194606 1.8341653374955047 58.757925204117782 3.596093860338442 4.3489910364150992 2.3193070287816218 6.53580872202292 2.170562170445919
leaf_count=354 757 14 45 32 64 272 23 9 48 17 30 80 70 31 339 4 31 192 83 43 36 40 537 24 503 96 15 94 59 92
internal_value=0.000226599 0.000244899 -0.000618499 0.000287161 0.000483766 0.00040095 2.51992e-05 -0.000608713 0.000551842 -7.38257e-05 -0.000672083 0.00127339 -0.000854313 -0.00066788 3.24499e-05 0.00015242 1.55401e-05 9.94602e-05 0.000901639 -0.00110716 0.000154867 0.000613521 0.000553981 0.000165976 -7.82943e-05 -0.00209408 0.000566114 -0.000581349 -0.000286417 -0.00193611
internal_weight=372.864 369.864 17.2596 352.604 199.001 187.312 67.6789 30.7117 36.9672 19.7991 15.3083 17.1681 27.8081 25.6678 153.603 128.489 108.641 106.239 19.8484 3.06435 12.1892 119.633 114.881 103.373 64.1882 5.43026 39.1846 25.1139 20.6241 4.48987
internal_count=4034 3277 435 2842 1235 1171 580 382 198 95 78 103 373 303 1607 1023 893 862 130 47 81 591 577 830 623 120 207 584 398 186
is_linear=0
shrinkage=0.00285438


Tree=449
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 0 0 0 2 1 1 2 1 1 0 1 0 0 1 0 1 0 0 2 1 0 2 2 1
split_gain=3.63216 4.62154 3.52775 2.39801 2.31848 3.3082 3.17812 1.83604 3.2746 1.82141 1.74269 5.53829 2.34993 1.60383 2.63926 2.18031 1.59178 2.58878 3.19817 2.74042 2.57656 1.98658 1.57295 2.27645 2.54066 2.8563 1.93806 1.4552 1.40007 3.27948
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 0.4662734648500001 41.872294782850005 47.927946529500012 0.42018203045000008 0.4778150355000001 0.47769527860000011 43.89540535710001 0.40509266190000009 0.41615520495000008 38.244973486750006 0.39587138110000003 0.39476362980000007 0.53043322055000008 0.37078231190000005 0.51401155655000019 0.5054040298000001 0.37668033890000002 0.50278434775000014 0.36491422415000008 0.45798030000000006 0.47396784530000008 42.719328117250008 0.34542378970000004 0.37331217625000007 48.96897326980001 41.257403903850005 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 4 13 9 6 7 -1 8 22 10 -4 -12 -13 14 15 -2 20 18 -18 -20 21 28 26 -24 25 -25 -6 -7 -3 -30
right_child=2 16 3 -5 5 27 -8 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0021921889912781436 -0.0017303382905650034 0.00091774730696158842 0.00087133974135001951 -0.0016100936417437148 0.00054273549600665971 0.001131781248413135 0.0003705291369352621 -0.0025375652832920325 0.0020659024785748118 -0.0011450738858885562 -0.002241552178112902 -0.00081021143246232 0.00036561599518923399 -0.0014292771335929159 0.0014044762392500648 0.0011172428111406918 0.00059363848881647369 0.00052369911778839631 -0.0027803238600689552 -0.00022473182366012322 0.0015412784404937015 -0.00040338935837836928 0.0010144207851051521 -0.0015572654989597528 -0.0023605324847275136 0.0013076636824930555 -0.0022946578723723196 -0.00028275232684017102 -8.1067442539320593e-05 0.00087286745515178848
leaf_weight=2.2893849617103106 4.7903780387714523 50.15642711520195 15.370546668767927 3.6271355475182636 1.3520733732730246 6.6903358995914441 50.796519341878593 2.703642137348651 1.805610954761504 4.6692678330000481 4.3632942275144151 8.7333006735425425 64.67874905699864 11.051774244289843 3.0218693315982819 1.6318792477250097 6.062950596213339 37.284339867532253 3.7281661443412304 3.8725473508238792 13.921992756426333 8.7161575891077501 3.373287394642829 3.2535400204360467 3.8663169927895069 3.0542135797441006 5.6172040845267475 6.4821436852216721 29.519362147897482 36.470616236329079
leaf_count=223 107 218 52 757 13 20 265 40 5 190 45 179 401 355 10 7 27 165 44 22 64 43 24 35 104 15 245 34 147 178
internal_value=0.000232683 0.000365747 -7.39733e-05 8.86957e-05 -2.76235e-05 -0.000427359 0.000260009 -0.00088163 -0.000681065 0.000151689 0.000216694 8.73183e-05 0.000225736 -0.000879087 -0.000235239 -0.00100678 0.000555006 0.000233359 -0.000558898 -0.00147826 0.000673083 0.000576281 -0.000922818 -0.000500273 -0.00100248 -0.000170067 -0.00174419 0.000435693 0.0006498 0.000446143
internal_weight=402.955 281.017 121.938 101.442 91.2843 38.1984 53.0859 25.0259 22.3222 97.8152 93.1459 77.7753 73.412 20.4959 9.44413 6.42226 189.733 50.948 13.6637 7.60071 138.785 124.863 20.5166 13.5474 10.1741 6.30775 6.96928 13.1725 116.146 65.99
internal_count=4034 1931 2103 1624 1023 535 488 481 441 867 677 625 580 479 124 114 908 258 93 66 650 586 436 178 154 50 258 54 543 325
is_linear=0
shrinkage=0.00212766


Tree=450
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 2 1 1 2 2 2 2 1 1 0 2 0 0 2 0 2 0 1 2 2 2 1 0 1
split_gain=3.16957 4.04727 3.20309 2.01224 1.89303 3.02567 1.69296 1.77959 5.39793 2.27974 1.67269 1.63251 3.1695 2.87028 3.77662 3.24394 1.99715 2.90363 1.58891 2.10185 2.45073 1.72759 1.9888 1.50351 1.33997 1.50841 2.09745 1.32383 1.37781 1.29848
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.4662734648500001 0.34551360740000009 47.927946529500012 43.89540535710001 0.40509266190000009 0.41615520495000008 38.244973486750006 35.171584490050009 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53475943835000017 0.54136103710000005 40.80591513400001 0.54300769440000007 40.890797847750008 0.55677973715000018 0.3055746834000001 37.627645350900004 36.728658719300007 33.151194885250007 0.44805544745000009 0.56719858685000013 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 6 10 -6 7 -4 -9 24 -1 -2 -13 14 15 -14 -15 -18 -11 20 -20 -21 -23 -12 25 26 -10 28 -24 -3
right_child=2 29 3 -5 5 -7 -8 8 9 18 23 12 13 16 -16 -17 17 -19 19 21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010074736044745904 -0.0023531603687932051 0.00050024633840680018 0.00075377540280539899 -0.0012976764169992914 -0.0013259165227113875 0.0022741989178603158 -0.00093141661891057721 -0.0019755943906605358 0.00079507640491140099 0.0010347003196342873 -0.0019112107965080164 0.0031941253989001567 -0.0021383312602114841 -0.0020863582783734818 0.0014070139221529013 0.0011321994896571811 -0.0011941393199686339 0.0030037996968543101 -0.0023638321475792953 0.0014844012064278054 -6.6209937528632733e-05 0.00080897088275705539 -0.00010343513399412164 -3.255487869215702e-05 -0.0021524081130333919 0.00048471236673558384 -0.0022136001804144603 0.00050400260161522566 -0.0017002187103297612 0.0001611256671485004
leaf_weight=5.2512911377707487 1.9112745933234716 164.14224506821483 15.432952888309954 3.5168161769397548 7.3297541979700309 0.89420798420906056 4.919035311904735 4.1798975449055424 1.1917178526055052 8.7963483706116659 1.498023023828863 0.73737883567810314 3.1415487658232468 5.8289152123033983 3.8638502042740583 1.5443431660532949 2.6249576255213474 0.71592271327972401 1.7119581326842332 5.0644987374544135 21.351442175917327 13.612485282123091 5.2273229360580427 49.896708622574806 1.725759101565927 3.6988360369578004 2.3527676912490278 5.5678316955454639 2.850991839542985 50.37677940633148
leaf_count=91 29 783 52 757 180 2 190 45 25 26 125 1 93 140 15 6 194 1 10 20 179 54 34 492 42 36 76 37 41 258
internal_value=0.000189953 0.000298318 -5.90895e-05 7.54617e-05 -0.000106088 -0.000934469 0.000124897 0.000180911 6.65851e-05 0.000183275 1.41778e-05 -0.000727616 -0.000559285 -0.000715479 5.46594e-05 -0.00106045 -0.00143354 -0.000294556 0.000305209 0.000189353 -0.000236759 0.000493395 0.000309271 -8.73128e-05 -0.000689284 -0.000340687 -0.00120203 -0.000189196 -0.000666971 0.000420609
internal_weight=400.958 279.389 121.569 101.201 64.87 8.22396 97.6838 92.7648 77.3319 73.152 56.646 20.3682 18.4569 17.7195 8.54974 4.68589 9.1698 3.34088 64.1829 55.3865 23.0634 32.3231 27.2586 51.3947 8.96908 7.24332 3.54449 13.6461 8.07831 214.519
internal_count=4034 1931 2103 1624 890 182 867 677 625 580 708 479 450 449 114 99 335 195 401 375 189 186 166 617 179 137 101 112 75 1041
is_linear=0
shrinkage=0.00184769


Tree=451
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 1 1 2 1 0 2 2 2 0 1 0 2 2 0 1 0 2 2 1 0 0 0 1 2
split_gain=0.446963 0.923976 1.92709 1.0541 1.34027 2.2197 1.24928 0.991423 1.7266 1.7845 1.30807 1.03211 0.981826 1.12221 1.00902 1.18652 0.969845 0.935631 0.932294 3.70259 3.30961 2.64303 1.35821 2.43488 1.93603 1.00684 2.16055 0.967667 1.21658 1.61514
threshold=0.47721625100000004 0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.36533337325000009 38.625745710700009 0.35651627195000007 0.49649711085000009 41.827117825850003 43.89540535710001 47.709122305950011 0.51675099550000014 0.38052752915000004 0.53158588065000012 43.308802343500005 33.151194885250007 0.52005927965000021 0.38906020780000011 0.5216909673500002 36.491284729650012 35.879804895950009 0.40955360615000008 0.53043322055000008 0.5681267027500001 0.5231430197000001 0.39382054430000007 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -3 -6 8 -2 10 -10 -11 14 -14 -5 -16 -15 -7 25 -20 -21 -22 23 24 -23 -17 -27 -24 29 -29
right_child=1 3 -4 12 6 17 -8 -9 9 11 -12 -13 13 16 15 18 -18 -19 19 20 21 22 27 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0020608386215919378 0.017323252585344812 0.020565160333826459 0.028421558271302758 0.016806927429557732 -0.043766557905554955 -0.054908411814860961 -0.0090663403577429646 -0.010087324003389844 0.0026117388219124111 -0.034040551102113299 0.021531386989125618 -0.0016325848629322518 -0.039289875652523294 -0.046619025453843679 -0.031692653153144755 0.042971343830240323 0.0018327226213367173 0.0011034006710951608 -0.057609797360343898 0.026310687822772273 -0.046068436011094296 0.012470696146371201 0.015460575586126298 -0.053527776939061592 -0.041358715315210966 -0.050516001009197981 0.045140058497665669 -0.057428710871778858 0.0015977659046252971 -0.0067072883525057759
leaf_weight=48.673429181886604 11.569889739155768 3.1775768175721151 4.1463263519108287 5.3578926194459191 2.3674381962046027 0.96437904227059312 3.3457590616308153 7.1899942606687537 102.77942439122126 2.7036650627851477 5.126773662865161 2.5533284544944763 1.6517299350816745 0.63421845377888519 1.5023292675614346 1.4495060890913003 4.2612524443829898 0.67916967160999775 1.4466876126825798 6.6236257106065741 1.6616362342610944 3.2884638328105202 6.179645672440528 1.6950932349718639 1.2255912106629692 0.61803051829338052 0.64464405598118901 1.0256005688570429 85.399544466345105 4.6091941739432514
leaf_count=882 62 13 30 20 44 16 37 41 575 24 49 17 299 54 10 5 247 36 14 21 18 18 28 57 102 17 102 15 1100 81
internal_value=0.00116881 0.00173862 0.00388303 -0.000348428 -0.0114677 0.00272639 -0.0234454 0.00311179 0.00387263 0.00249743 0.00351064 -0.0183 0.000557656 -0.0132352 0.00129347 0.000585282 -0.0044443 -0.0317624 0.0010038 0.000496142 0.00124865 -0.000331045 0.00040379 -0.0161719 -0.00214429 0.0221836 -0.00167989 0.0014625 0.000512272 -0.0159392
internal_weight=324.552 275.878 136.069 139.809 10.5343 4.82113 5.7132 131.923 124.733 113.163 107.906 5.25699 129.275 6.5472 122.727 117.37 4.89547 1.64355 115.867 113.155 111.708 105.085 103.423 6.20915 4.51406 2.71218 1.26267 97.214 91.0343 5.63479
internal_count=4034 3152 798 2354 146 65 81 768 727 665 624 41 2208 600 1608 1588 301 52 1578 1454 1440 1419 1401 177 120 124 119 1224 1196 96
is_linear=0
shrinkage=0.0365552


Tree=452
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 1 0 0 0 0 0 1 0 2 1 1 2 0 2 1 2 2 0 0 2 2 0 0 1
split_gain=0.419664 0.605153 1.0578 1.45702 0.964058 0.594158 0.625498 2.06953 1.02741 0.723971 0.97124 0.488937 0.486387 2.49674 1.27402 1.03835 0.889854 0.878387 0.852526 1.54005 0.834477 1.35074 1.60254 1.17335 1.02108 0.703563 1.40198 0.982588 0.840531 0.688612
threshold=32.724174661450007 0.51675099550000014 0.38052752915000004 0.53043322055000008 0.3148857818500001 35.419594101850009 0.34398670700000006 0.49830843385000007 0.50008981770000005 0.51191581090000016 0.54429508100000012 0.50086823750000009 0.34311846950000008 0.45994131915000008 39.110279783550006 0.34467530910000005 0.3447052483500001 41.243661560350013 0.46495613905000005 50.205949521800008 0.33750486510000005 39.458743938000005 40.098777110850008 0.43260680815000008 0.42569084760000003 49.122847560300009 48.86568841230001 0.55677973715000018 0.55832160710000012 0.36006406990000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -2 -8 -9 -10 -11 -6 13 20 -15 17 -17 -14 19 -18 21 23 -23 24 -7 26 29 -27 -29 -20
right_child=5 2 3 -5 11 12 7 8 9 10 -12 -13 15 14 -16 16 18 -19 25 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.039850771161528319 0.025764549235264722 -0.059257046555940149 0.041784492122725371 -0.048960279655067621 -0.041128919576303963 -0.038807913828161837 -0.030014496753373084 0.032190058129843081 -0.015476822849073982 0.025806221571884197 -0.0039304324681251413 -0.11405116061395976 0.019130070809076465 -0.011687869630591308 -0.051546476236597825 -0.024693188230543665 -0.038865774184432406 -0.0019426819210135603 0.0032495173438524426 0.044059310792681876 0.029259991926439209 0.044386980744558241 -0.00055265512662423897 -0.060588815347209425 0.044218194643395652 -0.0425149514349209 0.034064158411463916 0.045377032939632869 -0.038079892839754673 -0.00063539123204038833
leaf_weight=0.17331856489181463 2.4501610398292533 0.33456287905573834 0.86796166002750375 0.34668814475298859 0.53591130595305003 0.43849176913500787 1.9799961507087562 2.5817792713642111 1.8505579782649855 3.1341946916654706 3.0192911982740043 0.16943813487887383 8.1030114497989398 2.5559195391833773 2.002454443834722 1.9016348496079434 1.6506963255233125 4.2077391166239968 116.41636207979172 0.38710150122642506 1.395905666053294 1.1876177191734338 17.22263910912443 0.93739140033721924 0.39351955056190491 1.1792989884270344 1.821149562485515 0.43735846877098072 0.27533494611270726 141.56409640805214
leaf_count=1 22 4 4 109 78 46 26 13 11 14 103 2 40 14 37 15 183 22 771 1 7 3 279 9 1 84 12 1 164 1958
internal_value=0.00108581 -0.0144122 -0.000343284 0.0158839 -0.0392175 0.00120373 0.00846966 0.00509739 0.0116648 0.00504418 0.0112155 -0.0586462 0.000844927 -0.0040355 -0.0291974 0.00130381 0.000811459 0.0119275 0.00099536 -0.0231133 0.00128057 -0.000654871 0.00234633 -0.0318818 0.00046126 0.00118309 0.00134866 -0.0215522 0.0131351 0.00111771
internal_weight=321.522 2.42788 1.54921 1.21465 0.878668 319.094 15.016 12.5658 10.5858 8.00404 6.15349 0.705349 304.078 26.1339 4.55837 277.944 265.633 12.3108 263.731 2.0378 21.5756 20.1797 18.4103 1.7694 0.832011 261.694 259.802 1.89199 0.712693 257.98
internal_count=4034 198 117 113 81 3836 189 167 141 128 117 80 3647 396 51 3251 3189 62 3174 184 345 338 282 56 47 2990 2741 249 165 2729
is_linear=0
shrinkage=0.0374183


Tree=453
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 0 0 0 1 2 1 2 2 0 1 2 2 0 1 1 0 1 1 2 2 0 0 2 0 1
split_gain=0.384011 0.703119 0.758549 0.955135 0.754568 0.517203 0.502637 0.604452 1.32113 1.30132 2.01746 2.3441 1.39276 1.80823 2.36503 1.13188 0.892307 0.84477 0.772005 0.536472 0.789025 1.05484 0.507743 0.832786 0.472788 1.86648 1.94968 0.996172 0.822988 0.588929
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.58415915690000009 0.43929822460000006 0.59897907245000015 0.56719858685000013 0.54646567465000018 0.46280051495000007 41.827117825850003 0.42473279245000012 42.310579034350006 38.748048509250005 0.55257327625000008 0.45036076765000005 37.52517992975001 49.835088602800006 0.55832160710000012 0.43401395170000007 0.43590012275000006 0.57152480465000022 0.44922307715000004 0.45434268435000008 39.184300550350009 33.151194885250007 0.51675099550000014 0.50086823750000009 35.419594101850009 0.49485045360000007 0.31100865245000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -5 7 18 9 12 16 -12 15 -14 17 -9 -11 -15 24 -8 21 -21 -23 -24 25 26 29 28 -26 -1
right_child=1 2 3 5 -6 -7 19 8 -10 10 11 -13 13 14 -16 -17 -18 -19 -20 20 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.032191841399185919 -0.031374203973359563 0.035167543304497728 -0.034835455910802796 0.012280319499608948 -0.00044894484481962799 -0.030671984740426282 0.022914902773225554 -0.018012369349065555 0.016150570523763827 -0.035982178390145933 0.031830784840955778 -0.0058691914508943567 -0.042338655817362666 0.008255228384278444 -0.034172767968258765 0.014338761644037785 0.0054803357608683365 -0.014832242374195836 0.018088482182831173 -0.018821268516419118 0.023408189233125182 0.014496041852643632 0.011262191240820483 -0.033626829328210477 -0.0028540852473116158 0.0068476770988383775 -0.11766626761713335 0.00074107765131653383 0.014991676765579293 -0.033468631680019956
leaf_weight=0.15774849057197504 0.90238112340739363 0.7065047919750217 1.1863570357381834 1.0910197753692044 2.4878057624446228 0.34018526662839565 1.7519630845636118 1.5218942300416589 2.7902189374435684 1.3940911781974121 3.0061476081609726 3.097784987417981 2.0964946132153264 3.8535616677254421 2.8039678428322077 2.9196152975782752 0.73236256535165001 2.3662355933338404 2.4677205074112853 1.9811769044026712 1.632410757243633 3.2211988121271133 0.96806126087903954 0.63182641612365842 3.3613126660929984 1.8965264959260819 0.25100856274366379 258.95525210921187 8.2763332622125727 0.63506949724978767
leaf_count=1 393 2 97 58 97 330 14 48 14 44 9 34 29 29 31 41 21 24 61 22 14 12 7 62 40 14 3 2359 43 81
internal_value=0.000800606 -0.0063962 -0.00251799 -0.0146561 0.00742857 0.00207092 0.0009551 0.000731389 -0.00364883 -0.0059708 0.00380999 0.0126978 -0.0111437 -0.0168941 -0.0109825 0.00325357 -0.0217023 -0.00052808 0.00115326 0.00760019 0.00441918 -0.000137816 0.00753996 -0.00646535 0.00100048 -0.0111297 -0.0437927 0.00113229 0.00983727 -0.020404
internal_weight=319.484 6.71425 5.81187 2.61756 3.19431 1.43121 312.77 302.583 26.5824 23.7922 8.23039 6.10393 15.5618 11.1203 9.02377 4.44151 2.12645 6.2198 276.001 10.1866 8.43467 6.80226 4.82109 1.59989 273.533 2.94035 1.04383 270.593 11.6376 0.792818
internal_count=4034 977 584 485 99 388 3057 2926 324 310 108 43 202 113 84 89 65 53 2602 131 117 103 81 69 2541 99 85 2442 83 82
is_linear=0
shrinkage=0.0304144


Tree=454
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 0 2 1 2 2 0 2 1 0 2 2 2 2 2 1 2 1 2 1 0 0 2 1 2
split_gain=2.67345 3.52753 2.27276 2.6812 2.4368 2.07981 1.70214 1.39184 1.38988 2.79427 1.65961 3.07179 2.64844 1.58282 2.18955 3.85341 1.37876 2.26413 2.19661 1.99701 1.74942 3.58233 2.32279 2.83063 2.76565 2.23324 2.44877 2.04717 2.03036 2.16956
threshold=0.39072183470000005 0.47736594710000008 0.52770875125000016 39.110279783550006 0.39587138110000003 0.4662734648500001 0.52453519355000011 41.385032804600009 0.34551360740000009 47.927946529500012 41.898943182100005 0.42018203045000008 42.488347682450005 0.32388251845000005 0.47396784530000008 38.400997490450003 40.636252116050009 40.94178426300001 40.241071441700008 39.420767558750008 0.34524415440000006 41.50623664750001 0.36160593995000007 41.257403903850005 0.36945001650000003 0.48386275860000011 0.4815274992000001 41.436838994450007 0.37286308795000006 42.660927378600007
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -5 -8 10 -10 11 -1 -12 -13 15 -15 18 -18 19 -3 21 -19 23 -22 -24 26 -23 -25 -26 -30
right_child=2 16 5 4 -6 -7 7 -9 9 -11 12 13 -14 14 -16 -17 17 20 -20 -21 22 25 24 27 28 -27 -28 -29 29 -31
leaf_value=-0.0022444485021757216 -0.0031151861600029482 0.00074757280041519512 7.139346309717786e-05 0.0019318566243770893 -0.0023182544869780916 -0.0016401111487624198 0.00075850391030105036 -0.002648068418261556 -0.0014018253532197119 0.0027015444078833995 -0.0025731665635483352 0.0015119464072171998 -0.00018536818490096495 0.0005319832623769512 0.00088548779684253782 -0.0021596601763615502 -0.00094218101196916258 0.00080468764102913939 0.0014075025503279615 -2.3248905496631193e-05 0.0019693796062510574 -0.0012744147660043118 -0.0023249466460636601 -0.00063172557629781988 0.0014130345913461421 -0.0022970264429899327 0.00092968390380599201 0.0006752608819051507 -0.0022053576233768777 0.00024314353141100404
leaf_weight=2.0553601394640308 2.3704663058742863 51.645868062973022 107.46861629211344 2.1135791903361678 2.1410024006618187 3.4894152339547864 1.265078488737345 1.0404193829745052 7.3407355535309744 0.8851991295814513 2.4543104921467629 6.0192561149597195 22.310102273244411 6.8957694731652754 12.352719381451605 4.0004830397665501 6.5365981981158248 10.753402888774874 15.653838343918322 23.178725726902485 7.4075648486614218 5.5925965365022403 2.5368417762219897 6.3437358513474456 4.1938999798148862 3.8120536208152762 4.2021780163049698 56.613988621160388 2.3888151086866838 6.1763836359605193
leaf_count=223 49 214 1052 21 190 757 17 32 180 2 60 21 278 38 46 42 32 37 64 110 33 36 21 32 25 23 14 305 21 59
internal_value=0.000203676 0.000323555 -6.7652e-05 -0.0011265 -0.00040789 1.757e-05 0.000517664 -0.000778806 -0.000122763 -0.000960259 6.49357e-08 0.00033376 -0.000422014 0.000514815 0.000256654 -0.000456235 0.000462199 0.000305334 0.00066428 0.000508792 0.000379452 -0.000136446 0.000526162 0.000693666 -0.000244401 -0.000880218 -0.000328807 0.000543567 0.000169266 -0.000439738
internal_weight=391.239 271.35 119.889 8.93055 6.56008 110.958 4.41908 2.3055 64.3139 8.22593 56.088 31.3236 24.7644 29.2682 23.249 10.8963 207.036 116.558 90.4784 74.8246 110.021 24.3602 85.6612 70.3653 15.2959 13.6068 9.79477 62.9577 12.7591 8.5652
internal_count=4034 1916 2118 309 260 1809 70 49 890 182 708 370 338 147 126 80 1026 638 388 324 606 110 496 370 126 73 50 337 105 80
is_linear=0
shrinkage=0.00218174


Tree=455
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 1 2 0 0 1 1 0 0 2 0 2 1 1 2 2 2 2 2 2 0 1 0 0 0
split_gain=0.372221 2.0682 1.74331 0.852704 0.538146 2.98773 0.681986 0.978828 0.991046 0.914668 0.816591 1.70592 1.87038 1.83484 1.78808 1.30411 2.18486 1.2195 1.1836 1.11956 0.721872 2.03418 1.78414 1.21876 0.838628 1.9322 2.23946 1.60526 2.48167 1.69206
threshold=0.42569084760000003 0.39718870690000002 44.952171034750002 35.050303764500008 0.32388251845000005 0.33750486510000005 0.34467530910000005 39.458743938000005 0.46898296455000005 0.47943175355000006 0.34509445825000007 0.34503457980000002 0.47883296910000012 0.48244064550000004 41.319407281650008 0.47604862130000009 44.756878345700009 0.35862698720000002 0.34527409360000011 42.198888176300009 43.525909308350002 43.631818398850008 43.384297312450009 43.680097826700013 42.779078631750004 0.50339810185000011 0.34623214870000002 0.51675099550000014 0.54300769440000007 0.5519595221500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6 7 8 -7 -9 11 12 14 -14 -8 16 -12 -18 19 -17 22 -22 24 -23 -20 26 -26 -27 -29 -30
right_child=4 3 -4 -5 5 6 10 9 -10 -11 15 -13 13 -15 -16 18 17 -19 20 -21 21 23 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.036935589278164524 0.010994038225698511 0.011836467851197921 0.0071459567898976405 -0.037968249352751858 -0.036692326220938085 0.002827896888577448 -0.032546104834960683 -0.0087830453729406503 0.026303087425604905 0.012248847105855927 -0.037959710166141011 -0.027742969839254176 0.021218831947289258 -0.0074421741746473376 0.00074424525771717902 0.017558334307955489 0.049648592151949562 -0.010255783905469811 0.0017943620787150138 -0.0019710431037057961 -0.060739908455676957 0.039178342105005717 0.025478437321665132 -0.0050999068132848357 -0.0058917417424138212 0.028155653700897822 -0.043985156652156146 -0.049428906787565029 0.041336539197491057 -0.011926445297311843
leaf_weight=1.187916085764299 6.3735252302139989 0.48357814783230368 9.6780997607856971 2.5082548095379025 2.4715246753767124 3.7621289044618624 3.4749650657177034 5.674919752404092 4.8616347797214985 4.276277631521225 2.5124673862010232 3.4502020403742781 5.6860116347670537 4.9081362262368202 4.2058018478564918 10.130483135581015 0.64487427473068226 1.0588329210877416 199.39253191957687 5.2590938759967676 0.75452708208468067 0.76714567863382654 3.6293496664147815 16.533095066202804 6.1706521329469961 2.6504411078058174 2.5814913176000118 1.1296123177744446 1.2200151383876803 1.6611651524435727
leaf_count=173 33 22 48 192 64 25 18 33 23 18 123 23 18 25 42 38 1 54 2049 31 19 10 24 746 65 18 26 23 3 47
internal_value=0.000869973 -0.00463472 0.00232679 -0.0299182 0.00111988 0.000909312 0.00122286 0.00759363 0.016062 0.000254883 0.000796911 -0.00559546 -0.00141413 0.00794055 -0.0143171 0.00133919 -0.0176024 0.0124188 0.00165625 0.0108845 0.00105572 -0.00554378 0.0016012 -0.00313647 0.00119777 -0.00651995 -0.0171276 0.00741737 -0.00628706 0.0106274
internal_weight=319.099 13.8578 10.866 2.99183 305.241 298.867 296.396 18.575 8.62376 9.9512 277.821 21.7251 18.2749 10.5941 7.68077 256.096 4.21617 1.70371 251.88 15.3896 236.49 18.0548 218.435 17.3002 214.806 15.4134 8.75214 6.66123 4.01079 2.88118
internal_count=4034 435 221 214 3599 3566 3502 99 48 51 3403 126 103 43 60 3277 178 55 3099 69 3030 775 2255 756 2231 182 91 91 73 50
is_linear=0
shrinkage=0.0343417


Tree=456
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 1 2 0 0 1 2 0 1 1 2 2 2 2 1 1 2 1 2 0 2 1 2 1 1 2
split_gain=2.37957 2.3256 3.63333 2.55995 1.87442 1.75506 2.19144 1.61603 5.07094 1.75791 2.4261 1.7429 4.41689 2.69472 2.20144 4.04378 1.47651 1.50848 1.46682 3.35069 1.4181 1.75992 3.31678 1.49278 1.40329 2.4522 1.83936 1.77085 1.27901 2.02838
threshold=0.4662734648500001 0.47721625100000004 0.37078231190000005 0.36945001650000003 43.680097826700013 0.34551360740000009 42.686561923500008 0.51191581090000016 0.5054040298000001 0.39072183470000005 37.198331469900005 0.53475943835000017 0.39591628995000006 0.39476362980000007 41.385032804600009 39.110279783550006 35.050303764500008 36.491284729650012 0.40509266190000009 0.41714319930000004 39.952536079750011 0.34548366815000003 40.750688432250008 0.42314601355000009 47.709122305950011 0.4025178887000001 43.89540535710001 0.40301188585000008 0.36533337325000009 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 28 7 20 -7 8 -4 -9 16 12 13 14 15 -12 -11 -18 -13 -20 23 22 -22 -1 25 -6 -27 -26 29 -3
right_child=-2 2 4 -5 24 6 -8 9 -10 10 11 18 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0013653315095733119 -0.0015405645741762206 0.0012268534033788134 0.00059305988792129221 0.0018192348915723876 -0.0024449121041448885 -0.0025469758311564093 -0.00023071237090409593 0.00060260587448169461 -0.002579546590765442 2.3387855399855005e-05 -0.0017533586532050248 0.00094246978315677351 -0.0022526989756667757 0.0020178840153616253 -0.0023462363838189625 0.0017995818679519653 -0.0025691467810971882 -0.00058905890824973892 -0.0015365413844891846 0.00029176806063866252 -0.0028188085832010286 0.0018984459692552764 -0.0001910927706542607 0.00065512774568759525 0.00036507262354819721 0.0011858133652049698 -0.0020984506055771908 -0.0022214301251413781 -0.00032066680462600373 0.00041881703926599615
leaf_weight=1.7012812870088989 3.2550656175008035 14.4633746817708 5.1262693053577078 5.984215233474969 3.6601582858711472 2.7320751623483366 4.5905218557454646 33.606008797883987 3.5931884520687163 4.9180768452351895 2.3736556852236372 12.21045809984207 4.195459713228046 2.6572950035333633 1.8136486914008854 3.0941704772412777 2.883820176590234 3.6617162961047143 4.4967024791985741 64.374902679119259 2.1560366405174127 1.508046245202421 30.610102904494852 15.531022591516374 6.9191073477268201 2.021626323461533 1.1063336390070615 1.3219831732567398 8.4433993846178037 131.11199503391981
leaf_count=141 757 62 32 30 136 76 107 127 50 82 22 44 106 7 52 22 51 52 36 455 79 6 396 77 64 9 139 111 41 665
internal_value=0.000202844 0.000217666 0.000285667 0.000505213 7.15162e-05 -0.000156887 -0.00109491 0.000141035 -0.000714335 0.0001942 6.55452e-05 0.000172694 -0.000490858 0.000252869 -0.000391254 0.000257203 -0.000824426 -0.00146144 0.000288364 0.000172396 -2.35289e-05 -0.000264452 -0.000363998 0.000455655 -0.000617717 -0.00130715 2.41963e-05 -4.98376e-05 0.000454158 0.000499098
internal_weight=386.122 382.867 324.038 160.003 164.035 58.8291 7.3226 149.005 8.71946 140.286 106.68 95.2163 14.1342 9.93877 7.28147 5.46783 11.4636 6.54554 81.0821 68.8716 51.5065 34.2742 32.7661 17.2323 15.0292 6.78812 3.12796 8.24109 154.019 145.575
internal_count=4034 3277 2395 798 1597 882 183 1138 82 1056 929 744 209 103 96 44 185 103 535 491 699 481 475 218 459 284 148 175 768 727
is_linear=0
shrinkage=0.00204771


Tree=457
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 1 1 0 2 1 1 1 1 1 2 2 0 2 2 2 2 2 2 0 1 2 0 0 0 2
split_gain=0.384742 2.02206 0.904017 2.08043 0.793873 1.18994 1.47888 0.947135 0.85788 0.739323 0.700626 1.66815 1.68401 6.02677 1.3983 1.47654 1.04495 1.18475 1.82174 1.1477 0.747106 2.50765 2.07118 1.28674 4.73264 0.955039 0.831413 0.813641 1.54833 0.936774
threshold=0.39193437325000008 0.39382054430000007 36.491284729650012 35.050303764500008 0.4662734648500001 0.46280051495000007 0.45368402140000008 0.58415915690000009 42.522337019050006 0.43563066975000003 0.39542229275000007 0.39971857130000005 0.40509266190000009 0.41615520495000008 36.79544512155001 42.310579034350006 0.52453519355000011 43.631818398850008 43.680097826700013 49.835088602800006 39.952536079750011 40.003678352300007 39.458743938000005 0.54228915300000013 0.43590012275000006 40.206947806850003 0.54064249575000012 0.54499865270000014 0.55257327625000008 41.092444989200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 10 -8 -6 -3 -4 14 -13 -14 -12 -16 -17 -18 -19 -20 22 -22 23 -15 -25 -23 -27 -28 -29 -30
right_child=1 2 4 -5 8 -7 7 -9 -10 -11 11 12 13 20 15 16 17 18 19 -21 21 25 -24 24 -26 26 27 28 29 -31
leaf_value=0.001739096177314232 -0.040727234759346094 0.0080762044634968382 0.015005375949210479 -0.044347767096028452 -0.040785756293468291 0.022705732726401147 -0.040654999157880005 0.014407818106432229 0.013269618268455083 -0.041549957038937053 0.024557514182652822 0.015214117399777185 -0.050687694204999634 0.017230371833897862 -0.043975135970865845 0.032831877925373336 -0.046054126846815306 0.050989573829622992 -0.043320215286356822 0.02121949158435129 0.042269913259662166 -0.020564487431518983 -0.037738443884359256 -0.04704230119553774 0.011899807091894395 -0.017995104440953029 0.01564156992124684 -0.016179683544126865 0.017309361626695139 0.00050422046653935629
leaf_weight=222.89939734202926 1.7026681650895614 3.253114855382591 4.6039071734994641 2.0304352053790353 1.2339544704882417 3.3096415540203443 1.8575375096406781 0.54538900341140095 0.58366055306396436 0.4627934991440269 1.0046705901622761 11.047696602996437 3.0510638253181233 4.3658054005354634 2.5469258330995217 0.68903555721044529 1.2121060276404025 0.64899821579456363 1.103639561217278 0.56082923803478468 2.3023090809583655 2.2289138957858077 2.1733931684866539 2.7321869102306646 5.6205737313721329 2.1251661885180502 8.2886403426527995 4.8762771203182664 7.3314335104078081 11.496986557613125
leaf_count=1961 75 41 35 86 319 22 115 43 278 164 3 65 93 19 71 4 24 2 93 6 5 31 26 67 40 101 32 40 39 134
internal_value=0.000904771 -0.00105302 -0.000328894 -0.0144442 0.000597663 0.00110708 0.000239704 -0.0281575 -0.0234279 0.00189557 0.00109255 0.000243106 0.00209458 -0.000466535 -0.0158825 -0.0218913 -0.00854585 -0.0166327 -0.00121776 -0.0215741 0.00239531 0.00508903 -0.00459581 0.00106772 -0.00738015 0.00273393 0.00425598 0.00573401 0.00226971 0.00704783
internal_weight=317.889 94.9898 93.2871 5.74634 87.5407 85.7231 82.4135 2.40293 1.81762 3.71591 80.0106 75.4067 67.6404 56.5927 7.76621 6.76153 4.21461 3.52557 2.31347 1.66447 53.5417 38.6497 14.892 12.7186 8.35276 36.3474 34.1185 31.9933 23.7047 18.8284
internal_count=4034 2073 1998 291 1707 1110 1088 158 597 205 930 895 692 627 203 200 129 125 101 99 534 382 152 126 107 377 346 245 213 173
is_linear=0
shrinkage=0.0367371


Tree=458
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 0 1 1 2 1 0 1 0 1 2 2 1 0 2 2 2 0 1 0 2 0 0 0 0 2
split_gain=0.356377 0.636458 0.435775 0.354455 0.983614 1.54303 0.955424 0.711597 1.71149 0.981346 0.851757 1.74293 0.942565 0.739324 0.729847 0.952853 0.625511 1.059 0.559131 1.98601 1.04558 0.966414 0.507615 2.05232 1.72042 1.1654 0.984877 1.51317 1.07258 1.54642
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 0.47721625100000004 0.4778150355000001 0.47808448850000007 0.34536391125000004 0.34551360740000009 42.686561923500008 0.34548366815000003 0.47515044460000005 0.34494476210000008 0.47396784530000008 0.34512439750000007 42.719328117250008 44.756878345700009 0.35862698720000002 0.45589952400000006 44.262924377150007 47.709122305950011 49.122847560300009 0.55677973715000018 0.36006406990000012 0.49787431515000008 38.625745710700009 0.49830843385000007 0.47883296910000012 0.4784437592000001 0.47961138885000004 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 6 -6 -5 9 -9 10 12 -12 -1 -13 -10 -16 -17 -18 22 -20 -21 -22 24 -24 -7 26 27 -26 -28 -30
right_child=1 2 -4 4 5 18 -8 8 14 -11 11 13 -14 -15 15 16 17 -19 19 20 21 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.00084367089115641323 -0.040170955906246072 0.014471581004983683 -0.039819218926242121 0.0036449579746328786 -0.034819775631802545 0.027362052975253404 0.025674877753070143 -0.048302789105165889 0.043664508222900536 0.032621914143810687 -0.044657015215187779 0.012688829583684958 0.022786291606497925 -0.014778567675980726 -0.042386292295039783 0.036282423470783073 0.040657440452380005 -0.041243985956506454 -0.037044344934509803 0.01406335978678144 -0.044503122376893259 0.01855622400641712 -0.035444110238116118 0.00075009130686305063 0.0020701425271870632 0.025019305561039266 0.014529060118638302 -0.031055110953898925 -0.022354671675465964 0.0028036839658624182
leaf_weight=29.759896368777845 0.9163255631574424 1.0509660504758356 0.29617058538133267 7.9529566913843137 1.8650726787745942 4.6177852302789679 5.0178460329771042 1.7125032428302791 0.5181643366813663 1.351648830808698 2.0411632121540588 2.7622603941708803 2.8947248626500359 3.4370697913691401 0.84135351493023369 0.74598003923892964 0.39135273918509461 0.66766066290438175 2.6595211917301622 4.3920543086715043 1.0951620403211562 0.58148031722521398 2.4917714209877877 140.54962523025461 5.6729716435074788 3.5044807940721503 11.198637165129183 3.4754947060719132 4.0508414022624484 66.52153055369854
leaf_count=568 555 10 314 34 18 32 29 76 2 6 31 13 26 55 48 3 2 52 182 36 84 29 26 1242 33 41 57 28 23 379
internal_value=0.000876488 -0.0147534 0.00253564 0.000989599 0.00155012 0.00100509 0.0121674 -0.00217016 -0.016468 -0.000519602 -0.00161498 -0.0129722 0.00125105 -0.00253981 0.000759647 -0.00764128 0.00855426 -0.0109778 0.00127149 -0.00855859 0.00392489 -0.0226334 0.00162591 0.000119591 0.00380142 0.00264919 0.00178694 -0.0105141 0.00316317 0.0013596
internal_weight=315.034 2.26346 1.34714 312.771 265.647 252.676 12.9708 47.1238 4.87701 42.2468 40.8951 8.24049 32.6546 6.19933 3.16451 2.64635 1.80499 1.05901 250.811 8.72822 6.0687 1.67664 242.083 143.041 99.0417 94.424 90.9195 9.14847 81.771 70.5724
internal_count=4034 879 324 3155 2273 2210 63 882 183 699 693 99 594 68 107 105 57 54 2192 331 149 113 1861 1268 593 561 520 61 459 402
is_linear=0
shrinkage=0.0395325


Tree=459
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 0 1 2 2 1 2 2 0 2 0 1 2 2 2 2 2 1 2 1 2 2 2 0 1
split_gain=2.87534 3.78978 2.7093 2.34883 1.94588 3.36656 3.43441 1.48908 2.31423 1.49201 1.83739 3.08463 1.32097 2.17177 1.86186 1.28772 1.61185 1.62838 5.05561 1.26542 3.9573 2.8464 1.83458 4.43233 2.33332 2.69907 2.19293 4.88716 1.94152 1.999
threshold=0.39091643965000006 0.47721625100000004 0.53544804050000006 0.4662734648500001 0.39587138110000003 0.39408999735000005 0.53043322055000008 0.34551360740000009 42.686561923500008 39.952536079750011 0.34548366815000003 40.750688432250008 43.631818398850008 0.53158588065000012 36.728658719300007 0.46898296455000005 0.34219035360000005 39.458743938000005 37.311503175250003 40.563919884450009 40.316494640950005 40.94178426300001 0.34524415440000006 41.50623664750001 0.37286308795000006 42.660927378600007 41.243661560350013 41.32819714970001 0.50278434775000014 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 6 -2 9 -9 15 11 -11 14 -14 -6 16 17 18 -1 20 -3 -21 23 -23 26 -26 -24 -28 29 -29
right_child=2 19 3 -5 12 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 21 -22 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.00084833854040863475 -0.0022425224944627943 0.00042584132694659262 0.00012692950895912947 -0.0014213562009620917 1.715364194620144e-05 0.0011382238292114856 0.0012083206801224954 -0.0024008873740324703 -7.5028202237413381e-05 -0.0025392641720940199 0.0017913087675902727 -0.00019543629872212712 -0.0019604096253307158 0.0015992921490025184 -0.002187262238517609 0.001145654063814101 -0.001487064716427413 0.0023484076334621554 -0.0030689815949162943 -0.00086943647072358946 0.0015887619358163547 0.00079258540231270632 0.0015663397490771058 -0.00083945325758443565 -0.0021151696637551429 0.00023289447301086914 -0.0017534433603136959 0.00057910947674519038 0.0015345802774537167 -0.00085948564328154327
leaf_weight=5.9770079986192304 3.4167097276076692 80.581227153539658 92.757128990255296 3.7679137874511062 1.8477780241519193 4.4358452223241329 1.5489134639501569 2.6216396759264162 3.9821722661145031 2.2230262933298937 1.5472337547689665 31.15473017655313 1.1982248913263904 1.3434878112748263 6.0570721891708672 6.0929423719644538 2.0644458334427318 1.3434693813323972 1.5288766929879782 7.4272206611931315 12.489229295402763 11.218204215168955 7.7372971177101126 13.609637737274168 2.5528654269874078 6.2090295134112239 3.4197006411850444 56.591110909357667 7.3528444692492476 3.8096835128962985
leaf_count=112 98 354 867 757 20 19 7 69 107 79 6 396 183 12 140 24 46 3 33 36 46 38 36 78 21 60 21 297 41 28
internal_value=0.000186297 0.000294646 -6.65145e-05 6.64912e-05 -0.000713349 -7.88685e-05 -0.00116611 -0.000138569 -0.000998368 -2.92337e-05 -0.000256608 -0.00035154 -0.00128435 -7.88374e-05 -0.00167197 0.000437702 4.24674e-05 0.000399289 5.0418e-05 0.0004137 0.000581895 0.000283172 0.000359267 -0.000102033 0.000489901 -0.000451237 0.000594401 0.000488741 0.00060191 0.000488372
internal_weight=387.907 271.534 116.373 96.525 19.848 9.40147 4.96562 58.5355 6.60381 51.9317 34.925 33.3778 10.4466 2.54171 7.90485 17.0067 10.9138 8.84935 7.50588 212.998 93.0705 119.928 112.5 24.8278 87.6725 8.76189 78.9106 71.1733 67.7536 60.4008
internal_count=4034 1931 2103 1624 479 124 105 875 176 699 481 475 355 195 160 218 194 148 145 1056 400 656 620 116 504 81 423 387 366 325
is_linear=0
shrinkage=0.00192234


Tree=460
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 2 2 2 0 2 2 0 1 0 1 2 1 2 1 2 0 2 2 1 2 2 1 0
split_gain=2.82852 3.25099 2.26695 1.87409 1.65033 1.57817 2.79793 3.22603 1.46219 1.43051 2.65555 1.32151 2.00001 2.00781 1.85224 1.62826 2.36684 3.61653 2.72049 2.03127 2.12226 2.44412 1.57477 1.39007 3.39297 2.05962 1.61117 1.29432 1.23581 3.19063
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 0.4662734648500001 48.86568841230001 0.3975479776000001 0.39382054430000007 42.434124620650003 39.256147742250008 43.631818398850008 0.53475943835000017 37.198331469900005 35.050303764500008 0.54386096225000014 0.45540552680000007 0.5398790455000001 0.41804137600000008 38.969453495950006 0.40301188585000008 40.750688432250008 0.42114008565000011 40.890797847750008 0.57294691775000006 41.827117825850003 42.141702038450013 0.43639411995000005 42.536568606950006 43.272784938550004 0.44805544745000009 0.54646567465000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 11 5 6 -2 8 -8 -7 -11 12 13 -3 -14 -13 17 -17 -19 28 -21 -22 23 -23 -25 -26 -27 -28 29 -18
right_child=1 3 -4 -5 -6 9 7 -9 -10 10 -12 15 14 -15 -16 16 19 18 -20 20 21 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-8.4073004951577186e-05 -0.0027499035095481486 0.0029807292536183218 0.00048276483478042258 -0.0018183793418970722 0.0018019233989227121 -0.0028083281160489471 -0.00046245631714198583 -0.0031453879212732612 0.0017576046688071102 -0.0025765099509813877 0.003659533739114912 0.00096037878211494118 -0.0033058836315833949 -0.00071521425160926395 0.00050307877080290784 0.0015003141585184835 0.00021901495939442945 -0.00061104722716010386 -0.0037751372850508653 0.0020606652038613529 0.0019781950920589202 -0.00058241395290852438 -0.0018893736226896047 0.0030310835147878542 -0.0016014041337563112 0.0022427343115348063 -0.0012882414003278207 0.0012009094787297 0.00035399526763862059 -0.0020269406453875421
leaf_weight=54.160188672831282 2.886583171784884 1.2337573170661906 205.28924482036382 3.0369722128380081 1.1913553439080704 5.0172925473889327 3.3277847059071046 1.580991433933377 3.9299892634153366 1.1022232726681975 0.66501414775848378 15.532344999723135 2.5551173412241046 3.2302642858121544 1.1133376853540538 2.3970103338360769 9.4717327430844325 3.6832194747403264 2.9906988798175007 5.4689199505373827 4.8682808130979565 7.5997987948358121 2.2719732755795112 3.0401252210140219 3.1303042192012054 2.8497277423739433 2.5982705894857645 2.4798719380050898 12.048053733306004 6.4636368574574581
leaf_count=875 90 3 1056 757 52 121 28 74 22 91 1 59 48 74 18 8 37 50 45 21 19 42 81 7 33 9 26 73 121 93
internal_value=0.000220656 -9.61107e-05 0.000364437 8.74283e-05 -0.00100968 -0.00119065 -0.000643243 4.47552e-05 0.000739678 -0.00213669 -0.000229877 0.000148336 -0.000801682 0.000306263 -0.0021499 0.000237249 7.98554e-05 -0.00109632 -0.00202893 0.000251133 0.000653076 0.00038614 6.27967e-05 0.000267205 0.000725199 9.1263e-05 0.000759609 -7.26837e-05 -0.000241643 -0.00069198
internal_weight=377.214 117.765 259.449 98.0634 19.7012 18.5099 11.7253 8.83877 7.25777 6.78453 1.76724 95.0264 8.13248 4.46402 3.66846 86.894 71.3616 9.07093 6.67392 62.2907 34.3073 28.8384 23.9701 21.6981 14.0983 11.0582 7.92787 5.07814 27.9834 15.9354
internal_count=4034 2103 1931 1624 479 427 214 124 50 213 92 867 143 77 66 724 665 103 95 562 311 290 271 190 148 141 108 99 251 130
is_linear=0
shrinkage=0.00246454


Tree=461
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 2 2 0 0 2 2 2 1 1 2 2 2 0 0 2 0 1 2 2 0 1 2 2 1
split_gain=0.340716 1.22966 2.14618 1.4016 1.24593 0.843355 2.05295 1.24601 1.19129 1.40899 1.06006 1.15493 1.18709 2.70161 2.0099 2.15875 1.74519 1.16393 1.67029 1.61233 1.3776 1.19435 2.21112 0.937322 0.996911 0.877115 0.850906 1.69195 2.517 1.48211
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 40.563919884450009 40.316494640950005 40.94178426300001 0.48597347385000006 0.4778150355000001 40.040005255000004 39.896141435400004 39.420767558750008 0.34524415440000006 0.33750486510000005 35.782584506850007 39.749124837650008 38.748048509250005 0.51505942935000004 0.5231430197000001 38.334060527150008 0.52005927965000021 0.38370108680000009 37.198331469900005 37.828051409500013 0.4815274992000001 0.34518427590000006 41.319407281650008 41.436838994450007 0.34551360740000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 10 8 9 -7 11 12 14 -14 15 -1 -15 19 -19 20 21 22 23 -16 -25 -12 -9 29 -29 -28
right_child=1 -3 3 -5 -6 7 -8 26 -10 -11 25 -13 13 16 17 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.006826774517043408 -0.049914805115116256 -4.5928634231396878e-05 0.031040517716610646 -0.035732252881293974 -0.036471067995255631 0.0073247236436618313 0.019402612960736788 -0.0034786307892010013 0.0070816832256270449 -0.032280425870813957 -0.022576931403355094 0.020897113578230472 0.012438081193284878 -0.03339456239924149 0.0041553618257756829 -0.050673341617514849 -0.0016630182902604776 0.0054352455648838784 0.032233908802839627 -0.018685312213555693 -0.016584204789067754 0.025395396338890912 -0.022979691760486601 0.030600872698459656 0.0063781878504756062 0.00021942690512854869 0.029676047918635182 -0.025110819033812071 0.0023683973453385051 0.0037678565223411295
leaf_weight=1.5441490777302527 1.6369626231025893 93.020751026859216 1.4936765953898432 0.89985621519736003 0.41379349638009433 1.4329515933059145 9.3543280679732543 39.812702124938369 2.3590713031589985 4.1437341719865799 3.4519392270594818 4.3467124318704 5.4212033674120894 4.4763812851160747 16.775467251340171 1.5516403145156799 3.7972978353500366 6.8492214605212194 4.613956943154335 3.4640082493424407 2.9444941012188783 4.0913253352046004 2.8998559936881056 4.0126523915678245 4.0434015635401011 4.7585716806352139 4.7897730553522688 4.1974517181515685 67.321262213983573 5.7704331669956446
leaf_count=68 44 1896 21 82 75 71 52 426 12 23 23 17 21 37 160 59 26 37 15 18 22 17 16 21 22 29 23 30 633 38
internal_value=0.000801237 -0.000891211 -0.0185833 -0.000313781 0.016395 0.00155713 0.00415096 -0.000208949 -0.0134277 -0.0221037 0.00234599 0.00370346 0.00257936 -0.00645295 0.00492253 -0.0219929 -0.018831 0.00659926 0.0162218 0.00371407 0.00594581 0.00803047 0.00546856 0.00879078 0.0184433 -0.00936483 0.000651661 0.00265508 0.000755635 0.015519
internal_weight=315.689 97.465 4.44429 2.80733 1.90747 218.224 88.3966 129.827 7.93576 5.57669 79.0423 70.8318 66.4851 13.6949 52.7902 3.09579 8.27368 49.6944 11.4632 38.2312 34.7672 31.8227 27.7314 24.8315 8.05605 8.21051 121.892 82.0789 71.5187 10.5602
internal_count=4034 2118 222 178 96 1916 660 1256 106 94 608 556 539 84 455 127 63 328 52 276 258 236 219 203 43 52 1150 724 663 61
is_linear=0
shrinkage=0.0344288


Tree=462
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 1 0 0 0 1 2 1 0 0 1 0 1 2 1 2 1 0 0 0 2 0 0 1 0
split_gain=0.332124 0.719861 0.582384 0.825277 0.531383 0.488114 0.637021 1.81128 0.900497 0.691113 0.931724 0.836271 0.444109 0.401257 0.848071 1.44416 1.23335 0.842163 2.38453 1.44713 2.11224 2.09171 1.42466 0.833288 2.56057 1.63797 1.13826 4.07868 1.35276 2.28911
threshold=32.724174661450007 0.3055746834000001 0.38052752915000004 0.53043322055000008 0.37331217625000007 35.419594101850009 0.34398670700000006 0.49830843385000007 0.50008981770000005 0.51191581090000016 0.40099098830000007 34.466665687600006 0.32904703455000012 0.47721625100000004 0.4778150355000001 0.34311846950000008 0.47808448850000007 0.36006406990000012 38.625745710700009 0.36945001650000003 38.244973486750006 0.37078231190000005 0.49949103320000005 0.51401155655000019 0.50889194935000015 37.903039192800001 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5216909673500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 -4 -3 6 -6 -8 -9 -10 -11 -12 -1 -7 -15 -16 -17 18 -18 20 -19 -21 -20 24 25 -23 -25 -28 -29 -30
right_child=1 4 3 -5 5 13 7 8 9 10 11 -13 -14 14 15 16 17 19 22 21 -22 23 -24 26 -26 -27 27 28 29 -31
leaf_value=0.011031261073698805 -0.041228630309267003 0.031669184792428889 0.022780393340526662 -0.052006800845341455 0.0274080244148414 -0.0030586894902750942 -0.031683772919604426 0.033338247755693592 -0.017017739216494205 0.024539861229733166 0.0048752053554790174 -0.05168298137128971 -0.053224864602003326 0.011337416436060109 -0.069235837999994193 -0.031935468120253704 0.037448445239221896 -0.0009810324006718225 0.0018418179811534562 0.030045917900357242 -0.037243696139312096 0.037239474338179673 0.029459558843711032 0.019585396392454272 -0.0419041668406459 -0.010815826600903227 -0.061983037156082221 0.016856224339765326 -0.04991949397356403 -6.0085209953978246e-05
leaf_weight=0.2301765718730161 0.65997092623729159 0.92518706992268462 0.9362402409315107 0.32528512630960904 2.3684907220304003 41.788482362579089 1.9093241986120109 2.3286795243620855 1.8369647180661557 3.5614474527537823 1.8992144133953845 0.55205594180733886 0.74745344946859404 12.864929014816878 0.48241958022117515 1.8662805818021286 3.3581073507666579 6.8218741714954358 91.482996333856136 3.7480439804494372 4.274905551224947 1.676748821977524 3.1615564599633208 4.789053547079674 3.1354607514804229 3.7688751313835382 1.7407915319199663 7.624774068593978 1.5292772240936745 101.36924562609056
leaf_count=44 125 4 5 109 22 638 26 13 11 14 59 44 40 63 4 18 24 28 528 29 38 7 36 25 61 68 25 44 18 1864
internal_value=0.000859201 0.000970771 -0.0146632 0.00349647 0.00106036 0.000968992 0.00822616 0.00446761 0.0112491 0.00469619 0.0113301 -0.00786239 -0.0380962 0.000613944 0.0012189 0.000678376 0.000818706 0.00107503 0.00395284 -0.000932624 -0.0149508 0.000269679 0.00276438 -0.000618636 -0.0127852 0.00398076 0.000273289 -0.000550543 0.000417047 -0.000801095
internal_weight=313.764 311.525 2.23916 1.26153 310.865 309.94 14.4562 12.0877 10.1784 7.84968 6.01272 2.45127 0.97763 295.484 253.695 240.83 240.348 238.482 98.0027 140.479 11.0968 129.382 94.6446 125.634 8.58108 5.44562 117.053 112.264 110.523 102.899
internal_count=4034 3836 198 114 3711 3707 189 167 141 128 117 103 84 3518 2880 2817 2813 2795 588 2207 66 2141 564 2112 136 75 1976 1951 1926 1882
is_linear=0
shrinkage=0.0404487


Tree=463
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 2 0 2 1 0 2 2 1 1 2 1 2 2 0 2 2 2 2 0 2 2 0 1 1
split_gain=1.97183 3.42428 2.60976 1.74609 1.35862 2.58848 1.40824 2.70388 2.68439 1.42318 1.42881 3.1051 1.28422 1.38248 2.00234 1.47755 1.7072 3.44056 1.5996 1.78685 1.24916 1.20157 2.18843 2.029 1.37151 1.17741 1.93953 2.29247 1.75662 1.40074
threshold=0.39091643965000006 0.47736594710000008 0.53544804050000006 0.4662734648500001 0.34551360740000009 47.927946529500012 41.898943182100005 0.42018203045000008 42.488347682450005 0.32388251845000005 0.47396784530000008 38.400997490450003 48.86568841230001 0.39900002995000006 0.39382054430000007 36.491284729650012 0.39587138110000003 36.79544512155001 43.631818398850008 0.53475943835000017 43.89540535710001 48.226196960950006 42.719328117250008 48.96897326980001 0.37331217625000007 37.198331469900005 35.050303764500008 0.54386096225000014 0.45434268435000008 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 20 6 -6 7 -1 -8 -9 11 -11 13 14 -2 -16 -17 -18 -19 -20 25 22 -10 -23 -24 26 27 -4 -28 -27
right_child=2 -3 3 -5 5 -7 8 9 21 10 -12 -13 -14 -15 15 16 17 18 19 -21 -22 23 24 -25 -26 29 28 -29 -30 -31
leaf_value=-0.0024679605206790818 -0.0026683800962145655 0.00048733226268482402 0.0029881613691761471 -0.0017849805468334735 -0.001581348546983573 0.002868425441500335 -0.0028279116051678063 0.0015890686952248719 0.0012453438963760867 0.0006020928214520194 0.00080715147826595157 -0.0021133407606262547 0.0016014319281822547 -0.002664022118486516 -0.0029431701319282714 0.0010111870151346984 0.0038822853307380607 -0.0026593040939878964 -0.0024400590640225087 0.0033783779869655819 -0.0011496715005365947 0.0012372191245827988 0.00077839706013238075 -0.00070892382046462666 -0.0019935782636592756 0.0010631852633078379 -0.0032704585138043627 -0.00080250812934258401 0.0005046362833413515 0.00018093133414773453
leaf_weight=1.8568403852405051 2.554529224522418 201.95067313313484 1.3315549790859211 2.6867715133412267 6.8688498178962609 0.83875828981399525 2.4471937390044358 5.6031531170010593 2.1866160267964023 6.4508480932563561 11.817802704870699 3.841862041503191 1.09933997679036 2.6068401336669913 1.1020249594002951 4.734503595158456 0.71535813808441151 3.1913732076063752 0.58321520406752803 0.62542450428009033 3.916001320234499 6.3911067470908147 1.2429961357265709 5.8824884593486786 5.7040752558968961 12.169759720563887 2.2099571046419446 2.8967502765590325 1.0347899071639401 66.605626154923812
leaf_count=223 90 1041 3 757 180 2 60 21 20 38 46 42 52 136 16 21 1 84 78 1 190 19 11 33 195 41 46 74 20 493
internal_value=0.000224806 0.000337237 -4.39354e-05 0.000114599 -0.000158601 -0.00109711 -2.32023e-05 0.000325486 -0.000455444 0.00051265 0.000239868 -0.000411471 -0.000899129 -0.00106973 -0.000762022 -0.000317365 -2.35839e-05 -0.00098131 -0.00177204 0.000570758 0.000171204 -0.000184233 -0.00084094 0.000304472 -0.00149761 0.000231176 -0.000675915 0.000391229 -0.00206653 0.000317228
internal_weight=373.147 263.083 110.064 92.8512 61.1326 7.70761 53.425 29.5705 23.8545 27.7137 22.1105 10.2927 17.2126 16.1133 13.5064 10.9519 9.84987 5.11537 4.40001 1.20864 90.1644 21.4073 9.13369 12.2736 6.94707 86.2484 7.47305 4.22831 3.24475 78.7754
internal_count=4034 1931 2103 1624 890 182 708 370 338 147 126 80 479 427 291 201 185 164 163 79 867 278 226 52 206 677 143 77 66 534
is_linear=0
shrinkage=0.0023912


Tree=464
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 0 2 2 2 1 2 2 1 1 0 1 0 1 1 1 2 2 0 1 0 1 1 1 1 1
split_gain=0.335612 0.626757 0.721757 0.687148 0.471313 1.04407 0.811279 0.663273 0.74672 0.936046 0.539964 1.38945 1.28143 0.94936 0.958026 0.827384 0.486652 0.436271 0.775907 0.438071 0.507285 0.659216 0.421562 1.02839 1.15485 2.04948 1.65964 1.97319 1.01882 0.477314
threshold=0.5718990449500001 40.00488309970001 40.890797847750008 40.80591513400001 0.56643513670000012 0.56395018115000017 42.233786329550007 38.903925214650009 42.558389508100007 0.44805544745000009 33.96174662340001 34.466665687600006 0.38052752915000004 0.36575252235000005 0.49830843385000007 0.33992994225000006 0.42314601355000009 0.4591329601000001 0.43837010870000009 0.46112391845000006 42.522337019050006 42.536568606950006 0.56294721715000018 0.45036076765000005 0.55832160710000012 0.43590012275000006 0.42953803780000005 0.43401395170000007 0.42780156285000009 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 10 -7 -6 -9 -10 12 -12 13 14 15 16 -1 18 -4 -19 -21 -22 23 24 25 26 28 -28 29 -13
right_child=1 2 17 -5 7 6 -8 8 9 -11 11 22 -14 -15 -16 -17 -18 19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.039812316476677712 -0.037776876418388415 -0.0021816214659345972 0.0089347892221888024 0.039046138596262471 -0.013007201828410213 -0.045291930305993496 6.6482893165047583e-05 0.018602220543273287 -0.042772506551870253 0.0082213627637282762 0.023767875477985683 0.0012540743781940295 0.0058456030239162895 -0.065294420196908218 0.039025458881003908 -0.059504092798151623 0.027363372721862355 0.033840403547490537 -0.043749419128862092 -0.039243764695330856 0.042458029461839235 -0.036921601166495101 0.011250964553683641 -0.020291232495495689 -0.026779481506259327 0.025418772582834908 -0.046818444962324596 0.0086101362778236816 0.026129784678130194 -0.0040360039362671817
leaf_weight=0.24122590257320486 0.80489436029893013 1.5836293029133233 0.55012329004239324 0.82690748898312438 1.6509183812886465 1.1752864322625094 0.96492278948426236 6.7496723160147649 0.64666642714291844 1.9195576028432695 3.577196846716105 238.59826135676121 2.7719203173182905 0.74145250767469395 0.34466396272182453 0.62971303187077865 0.36297559924423695 0.38270277925766993 1.1843673331895841 0.4925933586200697 0.35669001936912537 0.23203800583723933 5.0731431180611244 3.1342821163125327 2.0215901066549113 4.5527687950525424 2.1149999941117126 1.4579598529380744 2.1419851441169149 25.355095415696269
leaf_count=56 393 60 13 11 21 38 9 44 20 60 31 2206 28 8 2 31 5 5 68 145 1 281 29 34 39 41 50 34 40 231
internal_value=0.000771946 -0.0075269 -0.00318605 0.0119611 0.000945766 0.000668604 -0.0248419 0.00840781 0.0122029 -0.00462865 0.000854868 0.00106406 -0.0109782 -0.0310789 -0.015008 -0.030101 0.000543651 -0.0146016 -0.0270397 0.000134383 -0.0117949 0.0111718 0.000778543 0.000588376 0.000825279 0.00102878 0.000617012 -0.0242006 0.000950247 0.000745915
internal_weight=312.64 6.41395 5.60905 2.41054 306.226 295.259 2.14021 10.9668 9.3159 2.56622 293.119 288.027 5.09195 2.32003 1.57858 1.23391 0.604202 3.19851 1.73449 1.46402 1.08132 0.588728 284.45 279.377 276.243 274.221 269.668 3.57296 266.095 263.953
internal_count=4034 977 584 71 3057 2912 47 145 124 80 2865 2735 130 102 94 92 61 513 81 432 427 282 2704 2675 2641 2602 2561 84 2477 2437
is_linear=0
shrinkage=0.0366575


Tree=465
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 0 0 2 2 2 0 2 2 1 2 0 0 1 1 2 0 2 2 2 1 0 1 2 2 2
split_gain=0.310101 0.564623 0.370117 0.340345 0.845038 2.24693 1.33125 1.32306 1.21381 1.21134 1.58532 1.54045 2.00589 1.57805 0.967463 0.826892 2.8092 0.802121 2.13424 1.8343 1.37309 1.69727 1.01196 0.847796 1.19289 1.08004 3.23687 2.61688 2.05971 1.718
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 42.141702038450013 0.47997065955000012 0.4778150355000001 0.47769527860000011 47.927946529500012 42.753078181500008 42.719328117250008 0.46989611090000011 45.048573272350005 44.756878345700009 0.34219035360000005 48.96897326980001 0.52507409960000018 0.53158588065000012 0.32058920395000007 0.32388251845000005 35.782584506850007 0.46898296455000005 35.171584490050009 34.41230404325001 42.006870117350005 0.34988473400000003 0.47976108500000009 0.34566330350000002 41.243661560350013 39.458743938000005 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 17 5 6 7 9 -7 -5 11 12 13 -11 -9 -6 -17 19 -19 -1 21 22 -20 25 -25 26 28 29 -22 -27
right_child=1 2 -4 4 15 8 -8 14 -10 10 -12 -13 -14 -15 -16 16 -18 18 20 -21 23 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.016981827278159889 -0.033376083835786628 0.011070234813406951 -0.033108661848866322 0.002433609680096053 0.0045652796311506589 -0.045837608153496891 0.029710786807365393 0.014189206166959146 -0.013174121911825742 -0.037518363048404169 -0.036582492765303475 -0.034338353207329378 0.034674563501874874 0.021289631019113592 -0.004713562766815468 -0.040355695551834006 0.00011946699981418383 0.028344828921256813 -0.025405462788950665 -0.045381776990873285 0.019481413415248606 -0.025059168257513659 0.025347681567497754 -0.0017209021089929222 0.023532667857089372 -0.001261738460363273 0.029879113837877915 -0.0089904205369296299 -0.0012087597757678261 0.0064049841160639508
leaf_weight=0.88811505888588671 0.8157857268743095 0.98422651272267081 0.25948292564135045 5.0661030779592791 34.850913628004491 1.8966084141284216 1.4144848138093937 5.9965992048382741 3.515612255781889 1.3175145175773639 3.102291249204427 1.5340353045612571 1.464207876473665 0.79061916004866351 5.737018808722496 2.0384400777984437 20.846772825054359 3.1843870748416512 0.59504031727556084 1.2018662423361091 6.3233075924217692 4.4705671621486545 1.4923462086590005 3.7109034135937673 4.4596530124545097 74.353256343340036 5.3456769466865799 28.640812049852684 29.597851686179638 55.108941119455267
leaf_count=26 555 10 314 65 342 36 5 20 31 95 106 92 9 25 34 172 307 21 62 92 31 160 16 18 25 627 37 213 142 346
internal_value=0.00062509 -0.0121016 0.00185291 0.000709929 -0.000999356 -0.00530376 -0.00134711 -0.00310376 -0.0246204 -0.0102198 -0.018029 -0.00675713 0.0050868 -0.0154634 0.00494691 0.00137404 -0.00348575 0.00140784 0.00160299 -0.018881 0.00120525 -0.0136199 0.0108797 0.0016737 0.012063 0.00124793 0.00598869 1.05285e-05 0.00243339 0.0020018
internal_weight=311.003 2.0595 1.24371 308.944 89.5712 31.8351 26.4229 25.0084 5.41222 13.2748 8.20867 5.10638 3.57234 2.10813 11.7336 57.7361 22.8852 219.373 217.283 2.08998 214.098 6.55795 2.08739 207.54 8.17056 199.37 41.2668 158.103 35.9212 129.462
internal_count=4034 879 324 3155 1339 518 451 446 67 392 327 221 129 120 54 821 479 1816 1698 118 1677 238 78 1439 43 1396 210 1186 173 973
is_linear=0
shrinkage=0.032907


Tree=466
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 1 1 0 0 0 0 2 2 1 0 0 1 1 1 1 1 1 1 2 1 1 1 1 1 2
split_gain=0.281387 0.54422 0.634721 0.842797 0.740491 0.431646 0.498378 0.517598 0.396169 0.890821 0.790507 0.540706 0.619561 0.442984 0.791329 2.26731 0.997551 1.41822 1.75956 0.795857 0.769136 0.416374 3.6408 1.31815 1.26241 0.68949 0.939203 0.909759 0.863304 1.6385
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.43929822460000006 0.4445375887000001 0.44751654140000008 0.57537199485000012 0.56643513670000012 0.56395018115000017 0.5654770815500002 38.903925214650009 42.558389508100007 0.46280051495000007 0.55832160710000012 0.56294721715000018 0.43590012275000006 0.42953803780000005 0.43401395170000007 0.42780156285000009 0.43691805635000008 0.40509266190000009 0.41615520495000008 35.782584506850007 0.4025178887000001 0.39542229275000007 0.39476362980000007 0.39971857130000005 0.39193437325000008 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 -3 -6 -7 -8 9 13 -11 -10 -13 14 16 20 17 19 -19 21 -16 24 23 -23 25 26 28 -27 -1 -30
right_child=1 2 3 -5 5 6 7 -9 11 10 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0011301029354551981 -0.032476080310798836 0.036133717296794467 -0.036593767688444606 0.0021846119932279239 -0.020341027251665769 0.037781535659977626 0.012864748272239384 -0.032516485464068483 -0.010087633407679458 -0.040131702143509147 -0.00087231609991648951 0.014747434902685132 -0.0037423288862142787 0.013199128953324764 -0.013460384437060187 0.0053464927748032177 0.015029029774193891 -0.039436216280470761 0.0064372152836877838 0.020397421937954081 -0.045602581893794722 0.0042780828133904079 0.0015354271028828815 -0.042439905962525927 0.015917948964954853 -0.013188122395197795 0.018911789353072871 0.0033671934152898269 0.002393012163628716 -0.037109699278492898
leaf_weight=216.85392557292653 0.69723971091661852 0.66548657417297397 1.0245290410821328 1.2305519944929981 0.80559062212705645 0.41470512747764576 0.72620428353548028 0.38288243778515607 1.6320144794881333 1.0130419242195776 1.0335954916663468 6.5707681663334352 2.4938701316714287 2.7596259376732624 1.3731442235875868 4.0867028413340449 4.7955762800411312 1.9443093148875044 1.4606591102783566 2.0417627436690955 1.6172942861448971 0.76348958723247351 22.577346075267997 2.8560471384553239 5.5383894911501548 7.8911483458650746 2.9092311142012468 5.7047754628583789 2.6890030356589696 1.7156596034765241
leaf_count=1958 393 2 76 409 5 1 3 88 21 33 14 44 80 17 33 25 53 50 35 40 19 9 151 86 24 207 14 41 36 67
internal_value=0.000543947 -0.00625945 -0.00277764 -0.0154332 0.00675175 -0.00164245 0.00824302 -0.00280191 0.000677782 0.000458816 -0.0203049 0.00664749 0.00966052 0.000605566 0.000484397 -0.00994559 0.000748264 0.00049918 -0.0197575 0.000753188 -0.0308436 0.00060436 -0.00317894 -0.0325854 0.00101172 0.000664495 0.00108335 -0.0062416 0.000848936 -0.0129937
internal_weight=308.269 5.94719 5.24995 2.25508 2.99487 2.32938 1.52379 1.10909 302.321 291.625 2.04664 10.6967 9.06464 289.578 286.818 7.07714 279.741 274.946 3.40497 271.541 2.99044 269.499 26.1969 3.61954 243.302 237.764 224.168 13.5959 221.259 4.40466
internal_count=4034 977 584 485 99 97 92 91 3057 2912 47 145 124 2865 2848 77 2771 2718 85 2633 52 2593 246 95 2347 2323 2075 248 2061 103
is_linear=0
shrinkage=0.0315834


Tree=467
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 2 2 1 0 2 2 1 2 1 2 2 0 0 2 2 2 0 0 1 0 0 0 2 0
split_gain=0.270552 0.687771 0.63388 1.54786 0.746402 0.713407 0.663767 0.828073 0.593077 2.3655 2.15651 1.2539 1.1171 1.86228 0.787173 0.523629 1.24725 0.863689 0.700982 0.53107 1.69274 1.61798 1.0413 1.93155 1.3961 1.48433 1.50461 0.857623 0.646528 1.6362
threshold=0.47721625100000004 0.47754558250000007 0.34551360740000009 42.686561923500008 0.34548366815000003 0.34524415440000006 42.719328117250008 44.756878345700009 0.34512439750000007 0.4815274992000001 40.636252116050009 41.50623664750001 0.34527409360000011 41.50623664750001 0.34488488370000009 49.122847560300009 48.86568841230001 0.55677973715000018 0.55832160710000012 43.525909308350002 43.384297312450009 43.631818398850008 0.4778150355000001 0.48637765340000011 0.36160593995000007 0.53475943835000017 0.54386096225000014 0.50706565670000014 42.779078631750004 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -5 -8 9 10 -3 -11 13 -10 -12 16 19 -17 -19 20 28 -21 -23 -24 -25 27 -27 -26 -14 -30
right_child=1 8 3 6 -6 -7 7 -9 12 11 14 -13 15 -15 -16 17 -18 18 -20 21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=-0.00041732993463122276 0.013031319796448542 5.2818430539929366e-05 -0.04258451636049386 0.038494062564478113 0.025804263241613903 -0.023160112768903989 -0.03732013343016808 0.007085172754005613 0.028589905741149411 0.020641024071294204 -0.015601877549271967 -0.0042445942077156944 0.0011817865801998142 -0.00026590102143474696 -0.039628380770543183 -0.03922657233683903 0.030586622188542661 0.041608264352075507 -0.035744828283488343 -0.064377218305036205 0.026266731505018067 0.033539234821013328 -0.051181718667108467 0.026672874565489703 -0.0016078916568481626 0.012136407237331049 -0.037341886514479027 -0.041789341650750399 -0.016502637095540784 0.0074690478397905239
leaf_weight=37.790861982895876 5.7224932033568612 6.5270768776536006 1.5742258726968419 0.4796029627323154 1.2825069995596994 1.7847232469648577 0.75439271389041129 1.6622209418565033 4.8139079511165601 5.0323881804943067 3.1945221610367298 4.9749720841646194 187.19906771602473 6.4880652511492372 3.5653471583500504 1.0097052564378817 1.7281306122895319 0.39645725488662709 0.22800245194230229 0.56866886117495496 3.2329093259759238 0.86132856458425422 1.0822444073855866 1.759243756532668 1.000095412251538 4.2848560241982341 0.92299002673826169 1.9094621620024552 8.4548573275096697 6.0254925236804402
leaf_count=651 30 28 76 2 6 42 48 57 19 19 19 26 2025 31 23 84 12 1 164 17 22 4 10 11 38 31 222 156 69 91
internal_value=0.000544055 0.000979431 -0.00196265 -0.0145294 -0.00058768 -0.00144295 0.000719888 -0.0067768 0.000709248 -0.00463752 -0.0143588 0.0082696 0.00124618 0.0120248 -0.0282741 0.000694117 0.000842022 -0.0191298 0.0133651 0.000605472 0.00103276 -0.00646181 -0.00367551 -0.00660046 -0.00171542 -0.00786787 0.00336734 -0.0279779 0.000628257 -0.00652766
internal_weight=306.311 260.982 45.3285 4.47044 40.8581 39.5756 2.89622 2.41661 255.26 23.2943 13.2869 10.0074 231.965 11.302 6.75987 220.664 219.029 1.63416 0.62446 217.301 204.912 12.3889 11.8202 10.9589 9.87665 8.1174 5.20785 2.90956 201.679 14.4803
internal_count=4034 3152 882 183 699 693 107 105 3122 115 70 45 3007 50 42 2957 2708 249 165 2696 2207 489 472 468 458 447 253 194 2185 160
is_linear=0
shrinkage=0.0351512


Tree=468
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 0 2 1 1 1 1 2 0 0 1 2 0 1 0 0 0 0 0 1 0 2 1 0 1
split_gain=0.250889 1.84448 1.4554 1.33725 1.14026 1.49902 2.09629 2.84466 0.451581 2.38072 0.395875 0.700089 0.611152 0.560502 1.03309 0.981484 0.932322 0.924555 0.743347 0.936599 0.541151 0.4644 0.594861 0.453645 2.07644 1.40773 1.26411 1.16788 1.68573 2.15265
threshold=0.42569084760000003 0.31100865245000009 0.39606598605000004 0.39718870690000002 0.31060447290000009 49.122847560300009 0.39606598605000004 44.952171034750002 0.32388251845000005 0.33204095685000007 0.34467530910000005 0.3447052483500001 38.064633603500006 0.47700667645000011 0.47676716265000008 0.34515433670000012 44.756878345700009 0.47604862130000009 0.35862698720000002 0.45589952400000006 0.47736594710000008 0.47709649410000005 0.47721625100000004 0.50706565670000014 0.37668033890000002 0.50278434775000014 39.861052345600008 0.38370108680000009 0.51675099550000014 0.38552737940000009
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -2 -10 12 -12 -11 14 15 -13 17 -17 -18 -20 -14 -15 -23 25 26 -24 -25 -26 -29 -30
right_child=8 2 3 -5 -6 -7 -8 -9 9 10 11 13 20 21 -16 16 18 -19 19 -21 -22 22 23 24 27 -27 -28 28 29 -31
leaf_value=-0.036650139378637141 0.0098531733222726632 -0.070473449981344707 0.0013102318597304748 -0.037262119031080135 0.021697103893193272 -0.042492413491111644 -0.04191188268418846 0.036565086861962928 -0.040638398180037644 0.017112638077574134 -0.020329640084487743 0.015653549136729408 -0.0046737838274446015 0.013306511769232155 -0.046888243942850794 -0.037020638911483827 0.038931620129995383 -0.00045362541187271192 0.032982148044875224 -0.035565887773263138 0.008599362174635727 -0.015906896511605696 0.0012577713596299675 7.1278234486266317e-06 0.012998524503581643 0.015270145122693628 -0.03276556518588402 -0.040386494136836974 -0.058581561904184919 0.00026155968471805794
leaf_weight=0.82805988867767011 6.0718418136239043 0.59184585307957505 2.6673899223678745 1.698282018114696 3.1804764587432146 0.95986276865005482 0.87313830526545633 2.3550912514328957 1.6157165663316835 4.0996755678206709 1.8694406934082497 1.9930807640776027 6.8268844713456911 3.3865182660520068 0.73282953677698959 2.0418283955077645 0.59502613916993119 1.3106419327668843 0.37327762320637703 0.60000604018568993 7.3791298996657133 2.4835346052423111 114.29391730402131 2.1731600388884535 7.8548574019223443 8.9233420172240567 3.6257951343432069 1.2132028766791325 0.72240356588736077 111.16521795241351
leaf_count=123 33 44 21 174 16 10 35 12 54 34 14 23 41 21 16 122 2 30 2 52 34 17 736 15 49 70 53 24 9 2148
internal_value=0.000476842 -0.00411316 -0.0204732 -0.0136947 0.00578176 -0.00430931 0.00472618 0.017519 0.000684075 0.000488922 0.000723178 0.000389793 0.00555591 0.000536797 -0.00852781 -0.00446183 -0.0126092 -0.0227248 0.00901422 -0.00927607 0.00222078 0.000807723 0.00064006 0.000804458 -0.000622655 0.00227254 -0.020484 0.000329553 -0.000550307 -0.000118362
internal_weight=304.505 13.1541 4.95752 4.36567 8.19663 5.01615 4.05629 3.18315 291.351 285.279 283.664 265.358 18.3057 263.489 7.64669 6.91386 4.92078 3.35247 1.56831 0.973284 14.206 255.842 252.455 249.972 126.755 123.217 5.79896 120.956 113.101 111.888
internal_count=4034 435 239 195 196 180 170 135 3599 3566 3512 3403 109 3389 247 231 208 152 56 54 75 3142 3121 3104 2298 806 68 2230 2181 2157
is_linear=0
shrinkage=0.0339776


Tree=469
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 2 2 0 1 2 0 1 2 2 1 2 1 0 0 2 1 0 0 2 2 2 2 2 0
split_gain=0.244035 1.5516 1.12057 0.557282 1.60256 1.07206 0.530378 0.909919 0.67907 0.511121 1.3294 0.942132 1.36051 0.816545 1.20142 2.09577 0.699311 0.639343 0.710457 0.891222 0.790408 0.598899 0.563308 0.500802 0.618954 0.475416 0.461994 0.459586 0.911262 0.410565
threshold=0.45280081435000008 0.56065686655000013 0.56395018115000017 0.44805544745000009 0.43967246490000006 0.57619532350000013 38.903925214650009 39.184300550350009 0.58415915690000009 0.4349121284000001 42.310579034350006 0.54499865270000014 0.43287626120000006 42.094663496250007 39.952536079750011 0.40509266190000009 49.835088602800006 0.42473279245000012 0.54300769440000007 0.54064249575000012 42.006870117350005 0.43691805635000008 0.56643513670000012 0.58650938595000024 42.522337019050006 42.899217095850013 42.536568606950006 42.198888176300009 39.458743938000005 0.55257327625000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 -6 -4 -8 -9 11 21 17 13 14 15 -13 -15 -1 19 20 -19 -11 25 -10 -25 -12 -26 28 -5 -16
right_child=1 2 6 27 5 -7 7 8 23 10 22 12 -14 16 29 -17 -18 18 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00053300106453451365 -0.050967506882337234 0.011712974278588464 -0.036294629372882962 0.01726449223429883 -0.038192459029587331 0.011546391148315446 0.014638696343787479 -0.034710683038377356 0.031815810546180677 0.02577420581176602 -0.044475239715266561 0.0098414837454851439 -0.035268940352314024 -0.035234604856842558 1.8939178464292094e-05 -0.034295600480290511 0.0037211541731900421 -0.048754402875504851 0.026247534006310129 0.01699687559981981 0.0048885411080347631 0.0061702096619008296 0.0056179330066903049 -0.03462163187170067 0.036005785589403989 -0.0062788158772232117 -0.031792783903971118 0.017844995591343549 -0.0082942328422443944 0.014946515277890581
leaf_weight=253.29029131807329 0.67581539577804406 3.8278129808604699 0.7295236050049424 2.5014604025054705 1.7576561477035277 0.58030788836185809 1.3203872168669479 1.2397750911186451 0.32879225630313147 3.0586505969986302 0.68112119287252448 1.9932634010910968 1.5735086831264187 1.4065784289850847 4.0803543832153082 2.3719489385839552 0.69226291589438904 0.52015779388602756 2.0698380628600717 1.5513879358768461 0.59044117631856352 3.2211150786606595 0.98967850604094554 0.58965749788330846 0.31648916006088257 0.63290061318548396 0.14874185090593528 3.2633417771430686 3.2022859873250127 3.4011024348437786
leaf_count=2459 19 23 287 18 49 33 25 137 5 17 6 7 24 63 28 93 24 12 8 6 37 36 23 222 1 43 254 23 34 18
internal_value=0.000400792 -0.00469431 -0.00101574 0.000560141 0.000314635 -0.0258467 -0.0114414 -0.00684416 -0.0176565 0.000531434 0.00815548 0.000292198 -0.00730066 -0.00414492 -0.000913239 -0.0141415 -0.0223858 0.000748879 0.0123046 0.00146325 -0.0202356 0.0157186 -0.0124612 -0.00237597 -0.013033 -0.0260779 0.0143295 0.00834834 0.00291492 0.00680508
internal_weight=302.607 9.177 8.50118 293.43 284.463 2.33796 4.67337 3.94384 2.62346 282.125 8.58347 273.541 15.519 13.9455 11.8467 4.36521 2.09884 258.022 4.73182 2.66199 1.1106 6.27977 2.3037 1.38368 1.05489 1.31402 0.465231 8.96709 5.70375 7.48146
internal_count=4034 973 954 3061 2986 82 931 644 619 2904 125 2779 257 233 146 100 87 2522 63 55 49 53 72 482 477 49 255 75 52 46
is_linear=0
shrinkage=0.0317296


Tree=470
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 2 2 2 1 0 1 2 1 1 1 0 0 2 1 0 2 2 2 1 1 2 2 1 1 2
split_gain=1.83948 1.15548 1.98515 1.68244 2.60113 1.96898 2.81934 1.61817 1.7701 6.36199 4.30504 2.15367 2.41239 2.57795 2.26435 1.74506 1.95438 6.20189 1.58088 1.53611 1.94281 1.26532 1.87267 2.13311 1.90248 1.18269 1.17174 1.08438 2.98052 1.3564
threshold=0.4662734648500001 42.779078631750004 0.42569084760000003 0.50706565670000014 0.51191581090000016 34.19870408380001 38.400997490450003 38.903925214650009 0.35651627195000007 0.50278434775000014 0.34584293880000011 41.919251152600005 0.34551360740000009 0.34515433670000012 0.34494476210000008 0.44284602260000011 0.47736594710000008 39.664548207900005 0.34569324270000007 0.48098859315000003 42.434124620650003 42.67709657435001 41.806790701050012 0.34608245260000009 0.34739977845000009 42.522337019050006 40.413896136950008 0.37977904855000005 0.38370108680000009 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -8 10 -10 11 12 13 14 15 -9 17 -17 -14 20 -13 22 23 -12 -24 -22 -15 -6 -29 -30
right_child=-2 -3 3 4 27 6 7 8 9 -11 21 19 18 26 -16 16 -18 -19 -20 -21 25 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0015276612562397712 -0.0015251294558674181 -7.7725501683978626e-05 -0.0014689943409768389 -0.0016522979834813596 -0.00098492084934007117 0.0010772669230024931 -0.0010636032655595327 0.0017032993400305848 -0.0023682770197351825 0.0011055488436662803 8.1453042018710784e-05 -0.0026201937932927737 -0.0012692158245755862 0.00022946718892237456 -0.00097707592173355839 0.0011208843429064575 0.00053635036203852448 -0.0033285315582277891 0.00037978792156864288 0.00025963637688490094 0.00067228112422683753 0.0020972324081135834 -0.00052729337097178885 0.0018714313874135021 0.0013967688617327913 -0.0012027526238593852 0.0013453594176414433 0.0018486678842790706 -0.00027505074907677196 0.00024220015599925876
leaf_weight=3.0140563981840378 3.0554079428839023 68.993901983427349 2.6392963307443997 4.0560770356096318 4.0668087601661673 26.976686317822896 4.010966880246996 4.2404738068580654 4.7617703385185433 5.3337037712335587 4.3622231110930541 2.8489655200392026 6.6961036175489408 5.9951230287551907 6.9853547364473334 3.300644829869273 18.617159388959408 2.7324620820581913 4.7367739155888557 6.630743868649005 2.6386833600699902 5.1784525066614142 6.5159746669232828 11.692374603822826 3.9322296567261219 4.0988169610500336 17.889750994741917 4.8016574531793585 34.010493719484657 83.803923552390188
leaf_count=270 757 1058 37 49 21 133 24 13 67 27 17 53 35 25 31 12 70 36 17 26 17 55 34 75 18 35 65 15 363 579
internal_value=0.000162794 0.000176902 0.000236138 0.000254248 6.96965e-05 0.000402442 0.000433278 0.000302852 0.000345277 -0.000532964 0.000419725 0.000169684 0.000333336 0.000509217 0.000139019 0.000408874 0.0001862 -0.000894306 -0.000586014 -0.000548749 -0.00110789 0.00110961 0.000916634 0.00138507 0.000196836 -0.000468412 0.00106527 0.000124831 0.000161638 9.28809e-05
internal_weight=368.617 365.562 296.568 293.554 130.739 162.815 160.175 133.199 129.188 10.0955 119.092 87.4111 71.1938 59.761 35.8761 28.8907 24.6503 6.03311 11.4329 16.2172 9.58647 31.6813 26.5028 16.0546 10.4482 6.7375 23.8849 126.683 122.616 117.814
internal_count=4034 3277 2219 1949 1027 922 885 752 728 94 634 435 304 252 162 131 118 48 52 131 105 199 144 92 52 52 90 978 957 942
is_linear=0
shrinkage=0.00218447


Tree=471
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 2 2 0 1 0 2 2 1 2 0 2 1 1 1 2 0 2 1 0 2 2 1 1 1 2
split_gain=0.234085 0.387095 0.670294 0.555679 0.32987 0.420096 0.488635 0.229459 1.56202 1.27638 1.27583 1.70279 0.930953 1.32925 1.71961 2.49474 0.367125 2.21079 0.47534 0.739064 0.611373 1.79253 0.808232 0.841644 0.372304 2.24592 1.23724 0.9593 0.78941 0.710426
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.46112391845000006 42.522337019050006 42.536568606950006 0.42569084760000003 0.31100865245000009 0.39606598605000004 48.96897326980001 48.226196960950006 0.31060447290000009 49.122847560300009 0.39606598605000004 44.952171034750002 0.32388251845000005 0.33750486510000005 0.34398670700000006 39.110279783550006 0.47396784530000008 44.756878345700009 0.35862698720000002 0.45589952400000006 44.421469061800003 47.709122305950011 0.3782970569500001 0.38780276035000005 0.39193437325000008 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 12 -10 11 -11 13 14 15 -1 -9 -18 19 -19 21 -20 -23 -24 -22 -26 -27 -28 -29 -30
right_child=1 2 3 4 5 6 -8 16 9 10 -12 -13 -14 -15 -16 -17 17 18 20 -21 24 22 23 -25 25 26 27 28 29 -31
leaf_value=-0.035346636336454212 -0.033421687119432282 0.036417079351458104 -0.03989568438267186 0.029084127805636632 -0.035094205995698013 0.036997806418758793 -0.033143343185876653 0.0087488438680036786 -0.065433097298493656 -0.034856054044593791 -0.048824647543958155 0.01387480667987533 0.018986493624492923 -0.040300757631718642 -0.036128530271883522 0.033442859569551522 -0.033207429352965126 0.015132143160634853 -0.044553024783257587 -0.0038135548494578715 0.00091020151365892466 0.042402550856625504 0.030652997984044771 -0.034366869653160791 -0.029647698430143702 0.030437452654757394 -0.041671715393189548 0.019338021362621551 -0.037537137141155641 0.0036703679337098264
leaf_weight=0.76618359889835019 0.568558844912331 0.38666870258748565 0.52369536014157336 0.32616317016072549 0.38991555466782302 0.29435709118843079 0.17024611582746729 6.0272302236407986 0.55999060731846828 1.2099072986457033 0.84128076583147038 2.1851170584559441 3.1698607695288956 0.89292481541633595 0.8861544863320886 2.2654791362583637 2.0938004977069786 5.9515002071857435 1.2209312524064437 3.5818895678967237 257.73486360092647 0.52366232872009255 0.35452667996287346 0.55415133759379387 2.9126814886694756 1.60252951644361 0.61300125718116749 1.6960113067179921 0.71541046327911306 1.24515050361515
leaf_count=123 434 5 50 5 144 1 281 33 44 179 9 7 16 10 35 12 64 36 85 20 2048 1 2 52 195 8 7 8 19 101
internal_value=0.000422624 -0.00931101 -0.00275527 -0.0116422 0.000889686 -0.00987191 0.0112957 0.000509031 -0.00381204 -0.0186752 -0.0124943 -0.00349173 0.00512062 -0.00401579 0.00425406 0.0160579 0.000701515 0.000528783 0.000782229 0.00801386 0.000526104 -0.0152147 0.0097934 -0.00899894 0.000682808 -0.00598865 0.00574672 -0.00352064 0.00287515 -0.0113663
internal_weight=302.264 2.6596 2.09105 1.70438 1.18068 0.854519 0.464603 299.604 12.7769 4.7963 4.23631 3.39502 7.9806 4.81074 3.91782 3.03166 286.827 280.8 278.706 9.53339 269.173 2.65327 1.43234 0.908678 266.52 8.78478 5.8721 4.26957 3.65657 1.96056
internal_count=4034 920 486 481 431 426 282 3114 435 239 195 186 196 180 170 135 2679 2646 2582 56 2526 140 55 54 2386 338 143 135 128 120
is_linear=0
shrinkage=0.0329546


Tree=472
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 0 2 2 2 1 0 0 0 0 0 0 1 2 2 1 1 1 0 1 0 0 1 0 2
split_gain=0.232723 1.65987 1.49274 0.89605 0.77499 2.165 1.62587 1.14307 1.15127 0.735085 3.35686 2.3472 1.58382 1.27592 1.39673 1.23262 1.22089 1.33952 3.55265 1.83526 0.864324 0.764614 3.48959 2.68799 1.66912 2.14332 2.0114 1.0309 1.90612 2.44181
threshold=0.35862698720000002 0.35738450945000005 0.49949103320000005 0.35471991855000007 0.49787431515000008 36.364346611650006 0.49830843385000007 37.828051409500013 47.927946529500012 36.010074051050005 0.36491422415000008 0.50008981770000005 0.50008981770000005 0.51191581090000016 0.52404119640000013 0.53749887730000012 0.5054040298000001 0.37668033890000002 39.861052345600008 36.491284729650012 0.43563066975000003 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 0.38976377950000002 0.52688542260000015 40.340071172300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 -7 -9 12 -11 -12 -8 -14 -15 -16 -13 18 -18 -19 -17 -21 -23 -24 -25 -26 -27 -28 29 -29
right_child=4 -3 -4 -5 6 7 9 8 -10 10 11 16 13 14 15 20 17 19 -20 21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=0.00083565345616684876 -0.069860804475856839 0.03086414383022263 0.028872460624532519 -0.021103818163120014 0.038479577913320996 0.041634847143302629 0.033264660540478205 -0.02046443859950078 0.032838036102610338 -0.050274451593952996 -0.045934832336846983 0.013305349134328556 -0.022161286378295411 0.023193321744517433 -0.046623369749020066 0.0092224859329459695 0.015487504937438529 -0.038445402048564649 -0.045215088453903783 0.013545243164660535 -0.041377336507237066 -0.07472668348521197 -0.053065738121730696 0.02244534682174934 -0.03128557476406043 0.025566768674192802 0.042465883966288365 -0.058268187785136434 0.00051815062443418024 -0.00025073108391204167
leaf_weight=143.62865705016884 0.8244279160280702 2.6090816348441868 2.6002818308770648 2.6222846562159239 1.4963955304119725 0.64087905269116152 2.6777545623481265 3.4377447235165164 0.66978128254413594 1.9147430099546898 1.5638289500493545 8.758804031473117 2.474981900304555 4.3829307686537486 0.84118101373314846 3.6387706680689007 2.3400346003472796 1.7091988132015092 3.1016346709802747 5.7925304463133207 0.53576521401191701 0.8651667672675093 1.2895907394704398 4.771169636398553 2.9538044191431245 4.3573253934737286 0.77211782615631719 1.7775925223249931 83.072530594436103 2.3046372302342206
leaf_count=1355 14 29 35 24 8 3 14 144 3 14 15 64 17 20 15 41 14 53 51 40 191 10 34 23 27 25 3 29 1616 103
internal_value=0.000427789 0.00145442 0.000938925 0.000442278 -0.000616039 -0.0142243 -8.71659e-05 -0.00456455 -0.0117728 -0.00049388 -0.00139881 -0.000652705 0.00742554 0.00159827 0.00785496 -0.0055483 -8.10112e-05 -0.00109961 -0.0191117 -0.000205845 0.00272844 0.000399575 -0.000345763 0.000289505 0.000977507 -9.79748e-05 0.000900268 -0.000322111 -0.000701176 -0.0255142
internal_weight=300.426 151.46 148.851 146.251 148.965 5.57283 143.392 4.74841 4.10753 141.896 127.345 125.43 14.5514 11.8736 9.39865 5.01572 123.866 115.107 5.44167 109.666 4.17454 107.956 102.164 101.299 100.009 95.238 92.2842 87.9269 87.1548 4.08223
internal_count=4034 1443 1414 1379 2591 164 2427 150 147 2419 2121 2107 298 284 267 247 2092 2028 65 1963 232 1910 1870 1860 1826 1803 1776 1751 1748 132
is_linear=0
shrinkage=0.0371939


Tree=473
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 2 2 0 2 0 1 0 2 0 2 1 2 2 2 2 0 0 1 0 1 2 0 1 2
split_gain=2.04258 3.58774 2.47106 2.08019 2.51307 1.64698 1.68757 2.12077 2.3526 1.63047 2.2807 3.84812 1.88718 1.92029 3.39961 1.97848 1.53363 1.47492 1.44485 1.93799 1.4434 2.4736 1.95328 1.35113 1.60702 2.72498 2.40255 1.55206 3.94238 1.50922
threshold=0.37078231190000005 0.47883296910000012 0.36945001650000003 41.942745071500006 47.927946529500012 42.434124620650003 42.719328117250008 43.426640904350009 0.47769527860000011 43.680097826700013 0.51191581090000016 0.37473428940000003 0.5231430197000001 38.244973486750006 0.52366695610000014 37.828051409500013 0.36533337325000009 41.741384785950011 41.571132012400007 41.385032804600009 36.257608591500009 0.5223196910500002 0.51675099550000014 0.38976377950000002 0.53475943835000017 0.39591628995000006 41.385032804600009 0.5398790455000001 0.41714319930000004 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 17 5 -5 -7 -8 -9 10 11 -2 20 14 -14 -16 -3 18 19 -1 -12 22 -22 -15 25 26 -25 -26 -29 -30
right_child=9 2 -4 4 -6 6 7 8 -10 -11 12 -13 13 23 15 -17 -18 -19 -20 -21 21 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=5.6674616595546539e-05 1.5235426206190995e-05 0.00050363292420872155 0.0017439554574089698 -0.0023191150816929021 0.00033297864931411799 0.00032118546863660715 -0.0021847867159728775 -0.00098072771350224994 0.0013385024751258411 -0.00061432999519345894 0.0015210869589685518 -0.0028228752319322276 -0.0048664198242679823 0.0015184875176877594 -0.00017347076104958157 -0.002340409696141495 -0.00039610193422936091 0.0012860875886895051 -0.0014061162835309177 0.0013343039782505151 0.0007670291147496073 0.001452202259282664 -0.00068234900895010483 0.00080550159146710958 0.00079216263475086538 -0.0021362249559261151 -0.0014089968536259978 -0.0020543479982048987 -1.5553683082473816e-05 0.00067337319250718121
leaf_weight=36.54229218425462 5.590002775192259 120.80283842235804 5.9303027391433707 2.3934948018286404 12.003727361559866 5.5237721530720618 3.9059012094512573 7.7741424604319018 2.1457158699631691 14.335810041404327 5.376512378454211 2.7356079375604168 0.66545525193214672 2.7040039449930182 18.557512535306163 1.7748649101704348 7.7510415129363528 4.7343658283352843 2.2227988559752694 5.2161588007584205 6.3085361556150046 5.8839525878429404 8.2498554359190148 5.281012278981505 14.453755550086496 3.1233135433867565 2.9278278993442655 3.1620959071442476 40.155068892461713 17.576839035726152
leaf_count=429 42 581 30 65 54 50 133 206 10 691 20 50 5 8 438 58 39 31 22 20 23 21 50 36 52 86 58 32 477 217
internal_value=0.000185321 0.000309021 0.00050647 -1.29905e-05 -0.000387163 -0.000784733 -0.000594933 -0.000960948 -0.000479066 1.6393e-05 7.89555e-05 -0.000917304 0.000139854 2.82281e-05 -0.000505361 -0.000362628 0.000449384 0.00024621 0.000134272 0.000216267 0.000617083 0.000379322 -5.42951e-05 0.000153577 0.000110999 -0.000577431 1.56616e-05 0.000214537 7.74324e-05 0.000194194
internal_weight=375.809 216.947 134.484 82.4624 33.7468 21.743 19.3495 13.8258 9.91986 158.862 144.526 8.32561 136.201 110.382 20.9978 20.3324 128.554 48.7156 43.9812 41.7585 25.8189 20.4423 14.5584 89.3839 86.6799 11.3322 8.20884 75.3478 60.894 57.7319
internal_count=4034 1670 650 1020 518 464 399 349 216 2364 1673 92 1581 1467 501 496 620 502 471 449 114 94 73 966 958 180 94 778 726 694
is_linear=0
shrinkage=0.00196078


Tree=474
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 2 1 0 1 0 0 0 0 1 0 1 0 0 1 2 2 1 2 2 0 2 1 2 2 2
split_gain=0.226212 1.26446 1.08709 2.94575 1.1016 1.03833 0.824654 0.736171 0.828897 0.469248 0.408101 0.407159 1.4258 0.309654 1.6796 1.18775 1.71197 1.28305 0.809061 0.596151 1.48358 1.78422 1.43695 0.81142 0.501371 1.0302 0.341019 1.99001 1.30409 2.93707
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 33.151194885250007 34.883496062400006 0.36575252235000005 0.49830843385000007 0.33992994225000006 0.50706565670000014 0.42314601355000009 0.53043322055000008 0.5681267027500001 0.34311846950000008 0.46495613905000005 0.33750486510000005 0.44284602260000011 0.43780126340000008 0.34398670700000006 44.952171034750002 41.571132012400007 0.32058920395000007 35.782584506850007 48.96897326980001 0.46495613905000005 50.205949521800008 0.36006406990000012 38.625745710700009 40.241071441700008 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 11 9 7 8 10 -2 -1 -5 -13 14 15 16 17 19 -15 20 21 22 -7 -21 25 -20 27 -26 -29 -30
right_child=5 2 3 4 -6 13 -8 -9 -10 -11 -12 12 -14 18 -16 -17 -18 -19 24 23 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.035526408765236363 0.023964674615371426 0.035367780346888325 -0.089903475982530998 0.039231263193236936 -0.036569929480714719 0.029124034995383134 -0.055892111436047831 0.034950179784598551 -0.051851566061741058 0.004334688624176534 0.025294448853530924 -0.042316969204004386 0.04038855586910893 0.016120431346319557 -0.02297219626180249 0.028728307610335718 -0.038773238052678391 0.033292267005309593 -0.034055475582130748 0.010280149888126609 -0.038003834722743053 0.026426826675796045 -0.047338578748900198 -0.0074402576115611685 0.024554933391130688 0.037018169628909366 -0.00065401793226616683 -0.0076535864379271039 0.020219526995204611 0.00058995677135740491
leaf_weight=0.18156807971536115 2.91641532909125 0.99370272457599673 0.3863579407334331 0.78119558095932029 0.45366791810374696 0.37603186443449244 0.700475389137864 0.29273571074008931 0.57664589506748598 2.4777609431475867 0.36600251775234938 0.38516182033345103 0.56666634960856754 3.6384612619876853 3.99802217260003 1.5230135209858406 1.2785528283566225 1.2552937157452113 1.0997135085781327 6.4292820058763009 1.5526644025230778 1.5495732333511112 0.96224833047017455 5.0955681502819061 4.0707931425422421 0.28184795379638661 137.55308015701303 16.582750614732504 9.2272865828126651 91.884989161044359
leaf_count=56 29 6 3 2 28 3 8 2 31 51 5 16 102 15 42 9 41 6 191 53 135 9 71 33 32 1 2260 82 50 662
internal_value=0.000403491 -0.00615 0.00590307 -0.0054761 0.00944104 0.000530302 -0.0264531 -0.0118998 -0.0240991 0.0149478 0.00512696 0.0214857 0.00692137 0.000260601 -0.00334497 0.000574181 -0.00174371 0.00100556 0.000588236 -0.00153302 -0.0118583 0.002199 -0.025854 0.00244529 0.000371461 -0.019556 0.000477628 0.00175599 0.000967433 0.00238131
internal_weight=299.438 5.68418 3.56675 2.57305 2.18669 293.753 2.11743 1.41695 1.12422 5.39418 0.547571 1.73302 0.951828 288.359 24.0203 20.0222 18.4992 17.2207 264.339 15.9654 4.44052 2.88785 1.33828 11.5249 260.7 1.38156 259.319 121.766 117.695 101.112
internal_count=4034 259 157 151 148 3775 102 94 92 80 61 120 118 3695 402 360 351 310 3293 304 218 83 74 86 3278 192 3086 826 794 712
is_linear=0
shrinkage=0.0331673


Tree=475
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 2 2 1 1 1 1 1 0 1 0 2 0 2 2 0 2 0 0 1 2 2 1 2 1 1
split_gain=0.221423 1.54881 1.05607 1.56226 1.04953 0.275608 2.08571 0.906123 0.656892 2.697 0.51254 1.10874 0.961818 0.247405 0.969144 1.45949 1.44526 1.28709 1.07595 0.919022 1.75309 0.908519 1.60895 0.876116 0.688244 1.3453 1.61502 1.30246 1.27548 2.15056
threshold=0.39672464895000009 49.122847560300009 0.39718870690000002 0.42018203045000008 44.952171034750002 44.421469061800003 47.709122305950011 0.40301188585000008 0.35471991855000007 0.35862698720000002 0.3782970569500001 0.39162001140000008 0.54386096225000014 0.36006406990000012 0.49787431515000008 36.364346611650006 0.49830843385000007 37.999598532650005 43.426640904350009 0.49336846205000007 41.975471476700008 0.49053920540000012 0.48637765340000011 0.34587287805000005 39.577821550850011 40.241071441700008 0.34521421515000011 40.467253020850002 0.34518427590000006 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 4 -2 -4 -1 13 8 10 -7 -10 -8 -12 -13 19 15 -15 -16 -17 -19 21 -21 22 24 -24 -5 26 -26 -27 -29 -30
right_child=2 -3 3 5 -6 6 7 -9 9 -11 11 12 -14 14 16 17 -18 18 -20 20 -22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=-0.037101877343044563 0.023423401428951371 -0.042058154835661048 -0.038712889099334125 0.0070146138929869832 0.0069622469989140904 -0.0409381376046377 0.01952618794035282 -0.037385449627747862 0.040811144688005674 -0.037141166727539227 -0.025534215789869086 0.034753040180558671 -0.010259744901364802 -0.06160493998896082 0.035751629485381832 0.038703934917919819 -0.00023798159912481165 -0.043943706971396226 0.015884110959031719 0.03240108490587465 -0.0015900157275126445 -0.013395991123218272 0.027208825785289308 0.0057069221699890997 -8.3690603378913438e-07 0.01806318595048767 -0.027137280389138204 -0.0062768486706319517 0.021260931940419149 0.00025574171926540248
leaf_weight=0.76120846453704771 2.467682979971868 1.2042305916547773 1.2579861998092372 17.288873809826327 5.3857019599527121 1.7385737588629107 3.3967393226921558 0.54322002430853888 0.79393404722213778 1.7652169033972311 1.2963258707895877 1.3250552313402297 1.0497206980362532 0.77484592131804619 1.3910651504993428 0.5924901072867218 133.84499518096709 1.0078867240808902 0.5868519921787082 3.4037084653973571 4.1605906710028648 5.1177437826991072 4.3586299493908864 5.0438965149223804 6.0206166878342611 5.1200431287288657 4.9152797497808933 27.948785143205896 6.9165425207465878 46.086220204015262
leaf_count=165 15 15 182 140 26 47 16 246 3 265 12 10 37 11 7 3 1916 52 11 43 31 29 24 25 27 25 26 207 40 378
internal_value=0.000389637 -0.00563088 0.000542137 0.00034591 0.00150552 0.000517419 -0.00471407 0.00633236 -0.0242768 -0.0129578 0.00969243 0.0005936 0.0148561 0.000744314 -0.000303123 -0.0201789 0.000132215 -0.00550329 -0.0219275 0.00180571 0.013705 0.00110697 0.00170699 0.0156743 0.000557977 -0.000592738 -0.0121977 0.000881735 -0.000204962 0.00299679
internal_weight=297.565 7.35114 290.214 287.746 6.14691 286.488 11.9088 7.61106 4.29772 2.55915 7.06784 3.6711 2.37478 274.579 138.198 2.96207 135.236 2.18723 1.59474 136.381 7.5643 128.817 123.699 9.40253 114.296 97.0075 10.9359 86.0716 80.9515 53.0028
internal_count=4034 206 3828 3813 191 3631 636 321 315 268 75 59 47 2995 2000 77 1923 66 63 995 74 921 892 49 843 703 53 650 625 418
is_linear=0
shrinkage=0.0351263


Tree=476
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 2 2 0 2 0 0 0 0 0 0 2 0 1 2 1 2 1 1 2 0 0 2 2 1 0
split_gain=1.76206 1.27048 1.34672 1.45743 1.1562 1.12861 1.41295 1.06802 3.86012 2.49919 2.14439 1.31047 1.37638 2.51128 1.31649 1.28259 1.25312 1.75282 1.32269 2.08038 1.50624 1.01396 1.46756 0.945716 1.44092 0.935215 1.17001 1.50051 1.37557 1.07679
threshold=0.4662734648500001 42.719328117250008 42.67709657435001 42.558389508100007 0.52453519355000011 42.522337019050006 42.536568606950006 0.47769527860000011 44.756878345700009 0.4778150355000001 0.47883296910000012 0.55769288345000012 0.54228915300000013 0.51675099550000014 0.54386096225000014 43.426640904350009 0.50339810185000011 0.34545372890000009 43.384297312450009 0.3459626957000001 43.572676689450006 0.44805544745000009 0.44922307715000004 43.308802343500005 0.50706565670000014 0.43513667255000005 39.577821550850011 39.458743938000005 0.31060447290000009 0.44284602260000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 -5 -2 -7 8 -3 -9 -11 12 13 16 -14 -15 17 -12 19 -19 -20 -13 -23 -18 -25 26 27 28 -1 -27
right_child=5 7 -4 4 -6 6 -8 9 -10 10 11 21 14 15 -16 -17 23 18 20 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.0021282211895338357 -0.0023431871493265121 -0.0018345884639272066 0.0011515034678963158 -0.0019476659970274399 -9.4565771228676354e-06 0.0027841767343223384 -0.0021548609901545553 0.0026416218730746567 0.00010978568407804441 -0.0025503210047890411 0.00076166839586894544 -0.0023790283857989406 0.0022203948703433227 -0.0028787009886230173 0.00014210853484808621 -0.00061169152456072248 0.0019532172251413996 0.00010494900550577066 0.0019244900613145724 -0.0021667795086330764 -0.00048044473153525247 0.0018437293660315578 -0.0024359454625118263 0.0017301472782847577 -0.00096420807614015693 0.0013368443728557326 -0.0026287682686827575 0.0025097331646535561 -0.001839698079013237 0.00024141259071972006
leaf_weight=0.51474990695714939 2.0753174294368359 6.5794660290703204 7.274220520630478 2.4707016553729764 3.2526538483798504 0.5401489734649656 0.51734527887310833 1.707336664199828 15.951873937621711 1.4453137330710877 10.039755195379263 1.671449851128272 2.777029573917388 1.3425895795226077 2.7851272146217525 7.4921780121512711 3.3422832116484633 3.7220997959375364 1.8686112910509107 3.6353039033710957 3.2625659586628899 0.86747225490398683 0.63178590894676745 1.8041076567023995 1.8180911587551234 4.1572434557601801 1.1195521745830772 0.76662731170654286 1.7664008736028334 268.58410496020224
leaf_count=4 479 218 68 27 19 1 277 4 163 20 40 90 8 29 44 224 17 20 6 25 48 6 81 12 31 31 124 2 151 1765
internal_value=0.000166963 0.000180742 0.00024407 0.000220715 -0.000846158 -0.00142804 0.00036791 -7.1638e-05 -0.000457999 0.000101728 1.23267e-05 9.10304e-05 0.000186831 4.27389e-05 0.00117974 -0.000956201 0.000341978 9.71814e-05 -0.00043701 -0.00101752 0.000395356 -0.00123507 4.02786e-05 0.00113383 0.000377769 0.000242766 -0.000761436 -7.55018e-05 -0.000944323 0.00025811
internal_weight=365.784 362.651 289.906 282.632 5.72336 3.13281 1.05749 72.7444 22.5313 50.2131 48.5058 47.0605 43.8897 38.3276 5.56216 8.83477 29.4928 22.5283 12.4886 7.3574 5.13118 3.17071 1.49926 6.96448 3.6222 276.909 4.16733 3.04778 2.28115 272.741
internal_count=4034 3277 2191 2123 46 757 278 1086 381 705 701 681 504 452 52 253 199 139 99 45 54 177 87 60 43 2077 281 157 155 1796
is_linear=0
shrinkage=0.00213593


Tree=477
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 2 2 0 2 1 1 1 2 0 0 2 2 2 0 0 1 0 0 0 1 1 2 2 1
split_gain=2.19281 1.42948 3.33714 2.60105 2.37298 2.01956 2.04741 2.02236 1.58407 1.54182 1.72349 2.32577 2.08744 1.77622 1.98466 1.50771 1.99067 1.36905 1.67576 1.34566 3.20922 2.52572 1.94584 1.53124 1.29933 2.45868 1.24309 1.22641 1.80627 3.6462
threshold=0.4662734648500001 0.39091643965000006 0.53544804050000006 0.47883296910000012 0.4784437592000001 41.872294782850005 47.927946529500012 41.741384785950011 0.47961138885000004 48.86568841230001 0.39900002995000006 0.39382054430000007 0.39587138110000003 36.79544512155001 0.53475943835000017 0.48068920095000006 41.147265497500008 41.571132012400007 41.385032804600009 0.45798030000000006 0.47396784530000008 0.34542378970000004 0.37331217625000007 0.47736594710000008 0.54499865270000014 0.4349121284000001 0.43287626120000006 42.094663496250007 39.952536079750011 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 7 19 17 -5 10 11 -3 -13 -14 -15 16 -10 18 -1 22 -21 -22 -7 -23 -4 26 27 28 29 -26
right_child=-2 2 24 8 -6 6 -8 -9 15 -11 -12 12 13 14 -16 -17 -18 -19 -20 20 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013273392884606975 -0.0014232132215178733 -0.0021406321825224875 0.00042371030029190538 0.0010211263619825802 -0.0014184151353529707 0.00079200202028837426 0.00033224085774923257 0.0017680030179656457 0.00038828782065278571 0.0013147988020170284 -0.0021801847186200211 0.00061848824312861538 0.00107662878246388 -0.0021111235570983379 0.00071943242687593899 0.00039814785543093692 -0.0011666377590599172 -0.0012598821027291819 0.0013156750915585794 0.001449557415454227 -0.0017899089952687784 -0.0013034116091860087 -0.002094163912243941 0.00056910177003394885 0.0016921916554822293 0.00026350964642533718 -0.0020057180727623266 -0.0014601499195398364 0.00035636110066419348 -0.0021190957190758818
leaf_weight=30.894043777836487 3.1590915922715785 2.9118226487189593 39.218484946526587 13.889726430177687 4.2642170479521146 1.0872187195345784 12.036371633410452 3.3625845313072196 6.8609610348939878 1.2880989871919144 3.0540592486504456 5.7235985687002522 1.2575954105705021 4.0392592893913388 1.1848379746079443 147.03762821573764 5.4748072698712349 2.2013261006213716 5.1700235875323406 2.8907722337171426 5.4158440362662059 2.4225141704082489 4.2062783273868263 4.8458390980958939 1.2608113661408484 35.428805426927283 2.0583824887871733 3.3728797486983231 8.7329980656504613 3.520396095700562
leaf_count=411 757 90 169 58 31 13 54 16 28 52 136 28 10 156 7 787 35 22 20 24 106 48 245 33 3 449 24 83 46 93
internal_value=0.000172121 0.000185924 6.24717e-06 0.000266511 -2.31721e-05 5.66534e-05 -0.000299405 0.0003381 0.000398254 -0.000718371 -0.000862497 -0.000596289 -0.000227854 -0.000975208 -0.00146915 0.00034397 -0.000301813 0.000212446 0.000302316 -0.000663721 -0.000379024 -0.000795764 -0.00150138 -5.49997e-05 0.000156906 -3.55321e-05 -0.000594753 -0.000422769 -0.000163859 -0.00111405
internal_weight=368.271 365.112 113.052 252.06 78.797 74.5328 32.9048 41.628 173.263 19.4593 18.1712 15.1171 12.2053 6.48169 5.2241 159.373 12.3358 38.2654 36.0641 20.8685 15.575 12.6842 5.2935 7.26835 93.5928 54.3743 18.9455 16.8871 13.5142 4.78121
internal_count=4034 3277 1346 1931 1023 992 523 469 908 479 427 291 201 173 163 850 63 453 431 469 211 187 258 81 867 698 249 225 142 96
is_linear=0
shrinkage=0.00192311


Tree=478
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 1 1 1 2 1 1 0 1 2 1 1 0 0 2 2 2 2 0 0 2 1 1 1 0
split_gain=0.242304 0.889764 0.321107 1.34387 1.13459 2.60853 0.586956 0.54465 1.86236 0.362547 2.02006 1.16357 1.05214 0.726168 0.630269 1.8313 0.480634 1.21553 1.04611 0.4574 0.351931 2.55364 2.43855 1.43423 1.89999 1.43318 1.3881 1.6625 1.90878 1.07346
threshold=0.37331217625000007 0.39498817400000003 0.31100865245000009 0.31761025120000003 48.457543166250012 0.40750276940000008 0.31060447290000009 0.32388251845000005 0.33750486510000005 44.421469061800003 0.35471991855000007 0.3782970569500001 0.53158588065000012 0.4019490434500001 47.927946529500012 0.35862698720000002 0.34398670700000006 0.47464147780000004 0.47396784530000008 38.121007182500009 39.896141435400004 39.458743938000005 40.003678352300007 0.52432561900000019 0.54136103710000005 40.137820134150012 0.34674111555000003 0.35738450945000005 0.36006406990000012 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 -3 -5 -9 16 -11 14 -13 -14 15 -12 19 18 -18 -10 21 26 -22 29 -25 -24 -19 -28 -29 -23
right_child=1 2 3 7 -6 -7 -8 8 9 10 11 12 13 -15 -16 -17 17 20 -20 -21 22 23 25 24 -26 -27 27 28 -30 -31
leaf_value=0.018198008345622258 -0.034773113669513148 -0.0026211483764651366 0.04062858307920994 0.011072962685409193 -0.033973298908073178 -0.040080400715386599 0.018252408734951691 -0.031867870521234083 0.017562799369456556 -0.041023703614292306 0.03811103162372486 -0.040374993637648897 0.0041390099528092889 -0.034989459268826358 0.029836655114875273 -0.034608487329044452 -0.043395042153379616 0.019925506458755439 0.0013616660322034737 0.0023083274512263646 0.02306608637528608 -0.019246502806075434 -0.016033333359194997 -0.010952132704699823 -0.055721405000546349 0.0014695228622913275 -0.026784173345439928 0.036644684325050657 0.00052406267209827346 0.0028548947989000591
leaf_weight=0.84305682103149493 0.78969259798759495 2.8799541190965092 0.90639901161193737 5.3575108218938103 2.2985590100288391 0.85742520983330905 3.0541466372087598 1.9547711122140743 3.5902446238324028 1.503345782868563 0.73913556337356412 0.96586989134084422 3.4191541371401399 0.61586596418055695 1.7386042289435861 0.78647171566262841 1.2798011021659468 4.299588229507207 1.0427921476075426 5.4395594969391823 5.6546657222206695 4.3137692138552648 5.3123330331291063 2.4671164639294139 1.8069899691909084 165.83393036891357 2.3741461411118499 1.6550655737519253 58.770572870409524 5.5019764490425587
leaf_count=15 158 48 2 30 18 60 15 87 28 26 3 177 61 264 9 68 178 22 10 28 29 22 59 31 41 1646 17 16 824 42
internal_value=0.000440152 0.00038978 0.000483458 0.000327416 -0.0186171 0.00139456 0.008122 0.000596109 0.000396406 0.000622371 -0.00565514 0.000778074 -0.00927713 -0.00183318 0.016183 0.000623111 0.000850042 0.000589066 -0.0233003 0.0083735 0.000804133 -0.00100376 0.00163434 -0.0138416 -0.0298795 0.000926239 0.00169198 0.000443621 0.00151341 -0.0068581
internal_weight=298.053 297.209 296.42 290.486 4.06238 1.76382 5.9341 286.423 281.066 279.111 9.76845 8.2651 5.00089 4.03502 3.26421 1.52561 269.343 260.313 2.32259 9.0298 257.99 81.1892 176.801 14.0899 4.27411 171.146 67.0994 62.7998 60.4256 9.81575
internal_count=4034 4019 3861 3798 80 62 63 3718 3688 3601 608 582 502 325 80 71 2993 2937 188 56 2749 1015 1734 136 72 1705 879 857 840 64
is_linear=0
shrinkage=0.0331706


Tree=479
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 2 2 0 0 0 2 2 2 1 2 2 0 2 1 1 1 2 2 0 0 2 2 2 1 1
split_gain=0.209557 0.368489 0.600293 0.503337 0.296807 0.400364 0.451401 0.229741 1.07012 0.93923 0.766253 1.69122 1.38182 1.57368 1.24575 1.4567 0.630055 1.15603 1.01042 0.70771 0.91076 0.654096 3.63333 1.61236 1.47278 2.16402 1.42735 1.69049 2.55457 1.54972
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.46112391845000006 42.522337019050006 42.536568606950006 0.47883296910000012 0.4784437592000001 0.47961138885000004 41.872294782850005 41.741384785950011 42.434124620650003 0.34608245260000009 41.571132012400007 41.385032804600009 0.48068920095000006 41.827117825850003 0.34467530910000005 0.34494476210000008 0.34503457980000002 41.827117825850003 41.319407281650008 0.48351845755000006 0.48637765340000011 41.605323437500005 42.094663496250007 42.283941020600004 0.34524415440000006 0.4025178887000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 10 -9 11 14 13 -12 15 -1 17 -11 -18 -20 -21 22 -22 -23 -24 -26 29 -28 -29 -25
right_child=1 2 3 4 5 6 -8 9 -10 16 12 -13 -14 -15 -16 -17 18 -19 19 20 21 23 24 26 25 -27 27 28 -30 -31
leaf_value=-0.00070265262212533552 -0.04196993362736124 0.044599526708835623 -0.049384596487340865 0.034902609661935792 -0.043893929049304517 0.046180553436253886 -0.041658976157718235 0.013053905608860014 -0.022786265124338685 0.00032007090679149025 -0.05353319632289711 0.034962965656778991 -0.0024121393099718236 0.018438852089738337 -0.030546780909135464 0.024462500086837639 0.026241131662014718 -0.028341760023592386 -0.014593079806966044 0.032286952744017515 0.0014859807801607368 0.017503335915685068 -0.039543862210555281 -0.00062212274689845814 0.0036811257545620313 -0.044525733625905298 -0.043671722299815301 -0.063303933702432619 0.0011425771487181945 0.031839873420590907
leaf_weight=25.376704965616231 0.53340222772021606 0.36740178428590287 0.48437057874980372 0.31944143160944782 0.37105822341982275 0.27953723073005676 0.1566099256160669 10.947402600198982 3.8405977776274076 7.3827692791819555 1.9238234780496015 2.7480458710342637 23.368547902849969 0.71493205009028304 2.0003973359707734 4.6733061167178667 2.7138559632003298 3.5876121334731579 4.9993878528475753 1.6024398431181897 119.7411959421006 12.804027602076529 4.933946028351782 5.2057312000542861 5.4149608296575025 2.2663456788286567 1.6226359144784499 1.08396816253662 39.856445836805506 4.8964356854557991
leaf_count=418 434 5 50 5 144 1 281 58 31 34 64 16 446 13 22 20 12 29 26 5 934 96 32 44 47 34 21 8 683 21
internal_value=0.000497506 -0.0114157 -0.00317799 -0.0140739 0.00110692 -0.0122673 0.0146395 0.00059939 -0.00158127 0.00121483 -0.000241921 0.00377787 -0.0056205 -0.0340334 0.00110401 0.00321097 0.000620604 -0.00905312 0.00113293 0.000799611 0.00118548 0.000933555 -0.000741571 0.00432009 -0.021885 -0.0105422 0.00111496 -0.00220717 -0.000563756 0.0151119
internal_weight=296.217 2.51182 1.97842 1.61102 1.12665 0.807205 0.436147 293.706 64.6464 229.059 60.8058 34.7985 26.0073 2.63876 32.0504 30.05 218.112 10.9704 207.141 204.428 199.428 197.826 132.356 65.4692 12.6153 7.68131 52.6652 42.563 40.9404 10.1022
internal_count=4034 920 486 481 431 426 282 3114 1030 2084 999 476 523 77 460 438 2026 63 1963 1951 1925 1920 1047 873 113 81 777 712 691 65
is_linear=0
shrinkage=0.0414211


Tree=480
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 1 2 2 2 0 2 2 2 2 2 2 1 1 2 0 0 1 0 1 0 2 0 2 0 1
split_gain=1.61443 1.30574 1.64456 2.02227 3.60499 3.22378 2.20956 3.94026 2.17082 1.93746 1.51756 1.51612 1.42906 2.21149 1.37238 2.17302 1.85773 1.42699 1.32369 1.48436 1.36509 1.24491 2.37344 2.41213 2.62155 1.85795 3.19974 1.24352 1.24115 1.46612
threshold=0.4662734648500001 42.779078631750004 0.43513667255000005 0.35862698720000002 0.49336846205000007 0.36359689830000008 42.67709657435001 42.283941020600004 42.434124620650003 0.48119816770000007 38.625745710700009 42.599563320500003 43.018222997350009 43.047778594550003 41.975471476700008 41.218101594450012 0.42039160505000012 0.36533337325000009 42.094663496250007 0.5654770815500002 0.52453519355000011 0.34674111555000003 0.48637765340000011 0.34608245260000009 0.48386275860000011 39.792680591700012 0.48028502140000007 43.157831852650006 0.50339810185000011 0.34623214870000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 10 7 21 -9 -8 -5 14 -3 -14 15 17 -17 -7 -16 20 -20 22 23 24 -4 26 -23 28 29 -15
right_child=-2 12 3 5 -6 11 9 8 -10 -11 -12 -13 13 27 18 16 -18 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010718605199970808 -0.0017814685938585923 -0.0010261184953132829 0.00039141633202163919 -0.00051004181854118495 0.0019942938295541787 0.001250047654828461 9.7978367554731513e-05 -0.0027241006618031012 -0.00036980725282294091 0.0022940969366175047 -0.003467229533792898 -0.0014562876393787905 0.0020649123963599929 -0.00083415345149140678 0.001833900037865556 -0.0015294431053271005 0.00026548892108318859 0.00014867292556995854 0.0012908622719779931 0.001693535398930352 -0.00071174146576488911 0.00053494449554282951 0.0017743069524887433 0.0016262906913406734 -0.0014380533809971252 0.00081259018690469601 -0.0035870469416239563 3.4901859545762837e-05 0.00019167769665546957 -0.0043274876870857239
leaf_weight=4.7686883696587747 2.1849853282037648 7.6480446234345427 79.663841921836138 1.7938434742391103 7.9691747017204753 6.591729223728179 3.3515690304338914 2.955051012337206 6.8988334648311138 5.7844273597002029 1.8746622186154125 3.0032971836626521 2.6923940144479266 1.5758817130699747 4.7877318020910051 7.4323235666379315 5.1609899760223925 108.48041392990854 2.5752865448594076 3.373541757464408 5.9576183976605535 1.9853995543671765 7.2732888311147681 7.8800664916634551 4.3641716167330733 3.2464779317378998 1.9937791153788564 50.829757011961192 1.9098647907376287 1.0625222690869121
leaf_count=292 757 91 379 16 51 25 19 29 52 54 26 31 14 47 23 83 39 851 13 14 60 27 33 43 26 18 15 874 20 12
internal_value=0.000188087 0.000200213 0.000266675 0.000289119 0.000495364 0.000106997 0.000400104 0.00031458 -0.00107583 0.00148844 -0.00202121 0.000159978 -9.2222e-05 3.07749e-05 0.000193603 0.000112567 -0.000793844 0.000211763 0.000813307 0.000402914 -0.000107343 0.00044334 0.00051044 0.000410422 0.000296399 -0.000477693 -0.00153039 -6.81217e-05 -0.00121948 -0.00224097
internal_weight=357.07 354.885 289.166 284.398 133.366 151.031 125.397 116.261 9.85388 9.136 3.66851 147.363 65.7185 58.0704 144.36 127.665 12.5933 115.072 16.6942 11.9064 8.5329 106.407 99.1814 91.9081 84.028 7.22566 3.97918 55.378 4.54827 2.6384
internal_count=4034 3277 2219 1927 746 1181 695 622 81 73 42 1139 1058 967 1108 998 122 876 110 87 73 541 481 448 405 60 42 953 79 59
is_linear=0
shrinkage=0.00229835


Tree=481
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 1 2 0 0 0 1 2 1 0 1 1 2 0 0 2 2 1 0 2 2 2 1 2 1
split_gain=0.230598 0.925975 1.44605 0.814901 0.767576 1.00011 1.16001 1.34843 0.874715 0.872055 1.00169 0.851478 0.651218 1.89995 0.610741 0.590226 0.909147 0.538632 1.50655 1.36693 1.1584 1.008 1.50932 0.762331 1.5364 1.12235 0.949889 0.740585 0.685478 0.600926
threshold=42.558389508100007 42.67709657435001 0.5054040298000001 42.47354681640001 0.55769288345000012 0.54300769440000007 0.40301188585000008 42.719328117250008 0.48244064550000004 0.54386096225000014 0.55609113500000007 0.42114008565000011 42.388109226950007 0.34641178410000012 0.54228915300000013 0.44805544745000009 0.44922307715000004 47.709122305950011 0.47769527860000011 0.46989611090000011 45.048573272350005 44.756878345700009 0.34219035360000005 0.4815274992000001 43.157831852650006 44.169240047700008 43.077238082650005 0.36160593995000007 48.96897326980001 0.35374689380000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 5 6 7 8 -3 -7 -11 14 -1 -14 -8 -6 -17 18 19 20 21 22 -9 26 29 -26 -20 -27 -19 -25
right_child=1 4 -4 -5 15 9 11 17 -10 10 -12 -13 13 -15 -16 16 -18 28 23 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.00079406788299638952 -0.034576989583239036 0.0011216430564696545 -0.00043080031920533822 0.011271012536673234 -0.033437215582298771 0.034314430129311457 -0.032306307996077921 -0.033940688009107073 0.029491490213813955 -0.016642659864944717 0.026848902567703434 -0.04456131047053883 -0.025850709394156818 0.0079597626710625983 0.033715148832695871 0.018107926095089898 -0.033421173202092432 0.0099721327339463515 0.015553108402602307 -0.033002093721411413 -0.031401624095327332 0.026952395796887775 0.024432338647404895 -0.0219958046528397 0.0060495325552882319 0.015589523243459609 -0.0024961435949193288 -0.034343296958113043 -0.0035348680770452123 -0.003084603741216314
leaf_weight=217.30853465694236 1.8855268666520704 1.766791597008704 2.8262314202729613 6.6219941268209359 1.0857635609281708 1.4322865251451724 0.23326361179351696 0.97386412613559492 2.2573582045733929 1.0549544061068443 0.89063034206628788 0.9253869196109008 3.0848286246182388 2.9796096603386104 0.28254526853561401 0.7548215987626461 0.53252335396246053 7.649830609560011 5.1785053275525588 2.6349430640693754 1.083396599628031 1.1589994258247314 0.69023614126490429 4.3802589327096966 10.596712708938865 0.35851039737462898 5.4651008956134319 1.1080564155708996 6.2060972875915468 2.3567141052335501
leaf_count=2447 26 8 31 56 90 5 44 95 52 43 5 91 33 23 1 6 345 32 24 106 92 9 25 33 93 3 38 96 50 32
internal_value=0.000380269 -0.00119655 -0.0140952 0.000831176 -0.000201168 0.000479708 -0.000494551 0.000220817 0.0170358 0.0164314 0.00326647 -0.0272318 0.000521682 -0.00923878 0.00385835 -0.0170385 -0.00320761 -0.00113681 -0.0030848 -0.0161938 -0.00485656 0.00533041 -0.0097287 -0.000172424 -0.00382851 0.00262282 0.00628548 -0.0221369 0.00392232 -0.0153803
internal_weight=295.764 65.7693 4.71176 229.995 61.0576 58.6844 55.3066 53.8654 4.02415 3.37787 1.94558 1.4412 223.373 6.06444 0.515809 2.37311 1.28734 49.8412 35.9853 6.54144 3.9065 2.8231 1.6641 29.4439 18.8003 12.0633 10.6436 1.46657 13.8559 6.73697
internal_count=4034 1475 57 2559 1418 977 924 788 60 53 48 136 2503 56 45 441 351 728 646 327 221 129 120 319 257 192 62 99 82 65
is_linear=0
shrinkage=0.0301981


Tree=482
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 2 2 0 2 0 0 0 1 0 1 1 1 2 0 1 1 1 0 0 2 2 2 1
split_gain=2.20591 3.17472 2.12091 1.94318 2.02063 1.98082 1.60909 2.56473 2.47571 2.71783 2.38367 2.18119 1.93908 3.2097 2.5282 1.56608 1.55834 1.33701 2.55986 1.27479 1.16771 2.16256 1.4748 1.41814 1.16551 2.1885 1.1821 1.02789 1.13013 1.06109
threshold=0.37078231190000005 0.50278434775000014 0.47736594710000008 0.36491422415000008 38.625745710700009 0.35651627195000007 0.34575312120000007 42.779078631750004 41.218101594450012 0.47943175355000006 43.384297312450009 0.4778150355000001 0.48637765340000011 0.48351845755000006 0.34527409360000011 0.49485045360000007 0.4662734648500001 0.46280051495000007 0.45368402140000008 42.622319549950006 0.47997065955000012 0.34521421515000011 0.34536391125000004 0.34530403280000005 0.48028502140000007 0.48447651265000008 41.319407281650008 35.171584490050009 33.151194885250007 0.31100865245000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 -4 6 8 19 9 -6 -9 -10 13 20 -15 -2 17 18 -17 24 21 -13 -23 -22 -8 -26 -27 28 29 -1
right_child=15 -3 3 -5 5 -7 7 10 11 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00234318498372782 -0.0027232219006333748 0.0013653798122167527 0.0013028220680383674 -0.00058494565043672316 -0.00016008414789365734 -0.0010219226410018145 0.0017446536087717761 -0.0013773675120667065 0.0010392165656026243 0.001074819973936162 0.00086944460847053061 -0.0022062407822019928 0.00092174809028428202 -0.00053214316987710815 -0.0032534533652490757 5.399073767636957e-05 -0.0015810177902342711 0.0012004676429351365 -0.0017773330786571594 0.0019603309684304111 0.00075804016501443655 0.00078980648589531313 -0.0011582995542802502 -0.00054193337453243792 -0.00013499099349365879 0.0017084497454298306 0.00055155234283836368 -0.00016719646991898208 0.0014247423533991466 -0.0023022760595466552
leaf_weight=0.2955387532711018 0.91249748726840962 12.118216168135403 11.314413413405417 8.2310474254190904 11.658069513738154 4.2237994298338881 5.0811907798051861 4.2669565789401513 6.3132741041481486 23.159792125225067 3.9624934643507004 2.9569299835711771 4.9424451366066924 3.0385970622301093 2.9061810523271561 144.3314504341688 2.6086622281873124 4.2357584573328486 3.399376584799028 5.1188342459499827 8.670250862836836 3.8222149536013603 3.0323352739214897 6.3077913559973231 9.5624353513121623 7.7655259519815427 7.6080721989274025 50.715507139917463 3.5592884188517928 0.77490365883568302
leaf_count=1 32 64 52 46 45 29 30 29 22 84 17 25 19 15 27 1372 757 27 176 58 31 16 29 34 37 43 31 775 32 79
internal_value=0.000190053 0.000328766 0.000265732 0.000399166 0.000458854 0.000382091 0.000431439 0.000752671 0.000250073 0.000661337 -0.000295524 -9.09452e-05 -0.000290936 -0.00048595 -0.00186249 1.45576e-06 1.75402e-05 4.49811e-05 1.18509e-05 0.000998175 -0.000155842 -0.000715207 -7.20022e-05 0.000210575 0.000834099 0.000648556 0.00113593 -8.13065e-05 0.000859559 -0.00101971
internal_weight=366.894 211.406 199.288 143.943 135.712 124.397 120.173 43.3655 76.8079 34.8179 8.22945 41.99 35.6767 30.7343 5.94478 155.488 154.575 151.967 147.731 35.1361 24.7895 9.81148 6.85455 14.978 30.0172 24.936 15.3736 55.3452 4.62973 1.07044
internal_count=4034 1670 1606 719 673 621 592 245 347 129 46 218 196 177 42 2364 2332 1575 1548 199 135 70 45 65 141 111 74 887 112 80
is_linear=0
shrinkage=0.00208594


Tree=483
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 0 2 0 1 1 1 2 2 0 0 2 2 1 1 0 0 1 2 1 2 1 2 2 1
split_gain=0.228977 0.993379 1.32494 2.40364 1.73993 2.35801 2.34197 2.21651 1.22078 0.788109 0.800896 1.42469 0.826057 2.92895 1.1983 0.678659 0.665529 0.673354 1.54278 0.816026 0.895871 0.654931 1.02585 2.35788 2.20899 1.20055 1.26616 1.06175 1.24441 1.88977
threshold=0.39091643965000006 0.53544804050000006 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 0.4662734648500001 0.46280051495000007 0.45368402140000008 37.198331469900005 35.509685375550013 0.54386096225000014 0.58415915690000009 36.620308449100001 33.96174662340001 0.38906020780000011 0.36533337325000009 0.45589952400000006 0.5398790455000001 0.41804137600000008 38.969453495950006 0.40301188585000008 40.750688432250008 0.42114008565000011 40.377444152000002 39.952536079750011 0.42209814075000007
decision_type=2 2 2 2 2 2 2 2 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 5 6 -5 -6 -9 10 11 12 13 14 -3 -13 17 18 -1 20 -19 -14 23 -23 -25 27 -27 28 29 -24
right_child=1 9 3 4 7 -7 -8 8 -10 -11 -12 15 21 -15 -16 -17 -18 19 -20 -21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.014212135943654022 -0.03955395909783118 0.037837125842839325 0.052851830387687447 -0.03834440804405774 -0.035855870765082107 0.022505414736010292 0.019535864715968861 -0.033159443202697238 0.030831516313757901 -0.02351598265877675 0.016740291532715324 -0.036008137167476931 0.0084221381339712534 -0.044784591985885434 -0.0064488888719294452 0.011462495452966974 0.00045482463166058603 -0.00081107127741667558 0.038289418061205401 0.0027796886635208413 0.026070020252954119 0.01745270581378542 -0.036110617310063556 -0.0040954796362760422 -0.048551827659470088 0.023100699014711824 0.0035380320234834912 -0.021116595544634451 0.012460916412976631 -0.00035651449116005869
leaf_weight=3.3147697014210307 1.375885682646184 0.97174820303916876 0.7121344804763784 2.0638529502321021 3.9141162150626769 3.1673515685833991 1.182289123535156 0.46425723386346351 1.0356929500121621 1.4385918459738594 3.3159893708070731 1.6478914635954418 13.610838046297429 1.8252322342013938 2.0281524119200185 0.40302844831603568 187.46415529056685 1.8344842185033465 0.7353403866291045 7.1062305122613907 4.8777317721396685 2.1272627022117367 1.956725282594564 2.6926990328356624 2.1706345976563171 4.3114906081464168 20.343287395924563 3.2374449241906396 5.2893495056778184 8.470585336443035
leaf_count=111 29 3 1 93 140 15 6 183 12 757 27 121 59 46 59 53 1684 67 2 36 31 8 20 50 45 21 191 23 41 100
internal_value=0.000427268 -0.000954299 -0.00900777 -0.00565616 -0.00917892 0.00237661 -0.0172636 -0.0228676 0.0110253 0.000523381 0.000988189 0.000253396 0.00105353 -0.0120315 0.00789654 -0.0266796 0.00103119 0.007078 -0.00467992 0.0105242 0.0187233 0.00203681 0.00031921 -0.0113423 -0.0239375 0.00218858 0.00695904 -0.00401666 -0.000494272 -0.00706591
internal_weight=295.089 89.7565 13.9156 12.5397 11.8276 6.41349 3.24614 5.41407 1.49995 75.841 74.4024 71.0864 69.0355 4.82513 2.9999 2.05092 205.333 17.8686 4.05011 13.8184 6.71222 64.2103 50.5995 6.9906 4.86333 43.6089 24.6548 18.9541 15.7167 10.4273
internal_count=4034 2103 479 450 449 114 99 335 195 1624 867 840 666 108 62 174 1931 247 113 134 98 558 499 103 95 396 212 184 161 120
is_linear=0
shrinkage=0.0327912


Tree=484
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 2 0 0 0 1 1 0 1 1 0 0 0 0 1 2 2 2 2 2 0 0 0 1 0 2
split_gain=1.4295 2.86542 1.6207 3.25723 2.46005 2.46624 1.78395 1.6192 3.18042 2.45039 1.94415 1.6621 1.8392 3.31205 3.70184 1.84315 2.0939 2.61741 1.62344 3.29165 1.53296 1.47761 1.57726 2.07396 1.55628 1.78276 1.95245 1.46256 2.66057 1.94585
threshold=0.37078231190000005 0.36945001650000003 41.827117825850003 0.48068920095000006 0.4778150355000001 42.753078181500008 0.47769527860000011 0.51191581090000016 0.50889194935000015 0.37413550490000008 0.38370108680000009 0.52005927965000021 0.38552737940000009 0.38906020780000011 0.5216909673500002 0.52366695610000014 0.52688542260000015 0.52432561900000019 0.37473428940000003 47.927946529500012 40.040005255000004 47.927946529500012 42.719328117250008 42.67709657435001 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.34542378970000004 0.48351845755000006 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 21 8 18 -9 20 -12 -13 -14 -15 -16 17 -17 -2 -20 -11 22 23 -4 25 26 -24 -5 -29 -30
right_child=7 -3 3 27 5 -7 -8 9 -10 10 11 12 13 14 15 16 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00037361524331329464 0.00076038718649245392 0.0016526097878322875 -0.00042493142319516183 -0.00028844883551319586 -0.0023319594639971256 -0.00039008157537565263 0.0018242025929470372 -0.003110913905918368 -0.0023355915831762379 0.0016333557001304629 -0.0012641966652106333 -0.0028960310059197012 0.0013704893198794826 -0.0026071535689463714 0.00083413765717187929 0.00032366417680913817 4.3271701923280431e-05 -0.0024496826871479964 -0.0027262576611565541 0.0013922658934240545 9.3503730693300776e-05 0.00031188789275101044 0.0011677908209598252 0.0020636167668898059 -0.0021271578183355969 0.0013083892783907955 -0.0020319732725063914 0.0013134708622995449 -0.00020513461403060058 0.0011937292269723282
leaf_weight=119.54276691912673 4.2042471058666688 5.3859669379889956 6.7933687095064759 8.6286630406975728 4.1159382145851833 5.8546812236309052 1.6953340023756016 0.88566200435161491 3.1130452629877254 5.2340710684657079 3.5370645314687854 0.76714924070984025 7.0462210224941364 1.9578704154118884 10.320440434385089 2.2606060567777595 103.40644585809787 2.8341280519380234 1.8066735811298715 1.1891055493615565 4.3953270930796862 11.988386474549769 0.95560337230563019 1.5132331848144529 3.526803323533386 1.4834321280941365 2.6839409449603409 12.041701830923559 14.102875471115114 4.9695450142025939
leaf_count=842 17 30 110 39 48 37 5 8 54 16 31 8 28 18 49 26 1897 109 65 7 31 54 11 4 106 13 195 80 72 24
internal_value=0.000164163 0.000268983 0.000231703 2.05786e-05 -0.000362299 -0.0011917 -9.24027e-05 2.34854e-05 -0.000712092 7.66668e-05 9.65817e-05 3.58077e-05 7.15655e-05 8.93756e-05 1.46361e-05 5.78363e-05 -1.60041e-05 -0.00121911 -1.01459e-05 -0.0010915 0.000930492 -0.000204661 -0.000569868 2.84132e-05 -0.00114441 -0.000467862 -0.00119184 0.000411818 0.000606018 0.000159356
internal_weight=358.24 205.282 199.896 80.3535 40.6107 9.97062 30.6401 152.958 10.3131 142.645 141.759 132.13 128.593 127.826 120.779 118.822 108.501 5.09473 7.20003 2.99578 9.6294 28.9448 16.9564 8.3066 8.64978 5.12298 3.63954 39.7428 31.1141 19.0724
internal_count=4034 1670 1640 798 583 85 498 2364 143 2221 2213 2166 2135 2127 2099 2081 2032 135 89 72 47 493 439 114 325 219 206 215 176 96
is_linear=0
shrinkage=0.00192234


Tree=485
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 1 2 0 0 0 1 1 1 2 1 0 2 2 0 0 1 0 0 0 0 2 0 2 2
split_gain=0.216182 0.802657 1.18025 0.691427 0.683499 0.875486 1.07139 1.21099 0.842139 0.778143 0.859697 0.716033 0.554904 0.779107 0.54957 2.61637 0.526776 0.446914 1.40547 1.00283 1.70102 0.815827 1.15182 0.600127 0.558467 1.31018 1.19835 1.14015 2.14309 0.522602
threshold=42.558389508100007 42.67709657435001 0.5054040298000001 42.47354681640001 0.55769288345000012 0.54300769440000007 0.40301188585000008 42.719328117250008 0.48244064550000004 0.54386096225000014 0.55609113500000007 0.42114008565000011 0.44805544745000009 0.44922307715000004 42.310579034350006 0.34542378970000004 0.54228915300000013 47.709122305950011 45.295823381400005 0.47769527860000011 0.46989611090000011 0.34219035360000005 0.37331217625000007 0.39672464895000009 0.51675099550000014 0.50339810185000011 43.426640904350009 0.48447651265000008 43.157831852650006 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 5 6 7 8 -3 -7 -11 16 -6 -14 -1 -16 -8 18 19 20 21 22 -9 -19 25 27 -26 -21 -29 -25
right_child=1 4 -4 -5 12 9 11 17 -10 10 -12 -13 13 -15 15 -17 -18 23 -20 24 -22 -23 -24 29 26 -27 -28 28 -30 -31
leaf_value=0.00092370272189812872 -0.03508973576404268 0.0012334680907953826 -0.0010222856607860695 0.011522469687865003 -0.036423916949583399 0.036951280979390759 -0.035046276289637274 0.017332087770645269 0.032245389064106629 -0.016695702705651221 0.028233445431908363 -0.04775769802710899 0.018195568372734804 -0.036483513341073838 -0.044564122176863917 0.0016059049592031418 0.036401411652840804 -0.0046186588855673264 -0.03527495451800379 0.0045859266255503612 -0.035973206727055118 0.022703486682383409 -0.036040452919490602 0.017753510932285579 -0.044343274214620344 0.022260927175172574 -0.0013820431802838607 -0.034077882857425343 0.00517349727832746 0.0011083704470706717
leaf_weight=214.43098827732319 1.847149790264665 1.773707211017608 2.8253388423472643 6.5514271140564224 1.0093263350281625 1.3095302134752267 0.20973135757958405 0.79390486655756776 2.1008433885872364 1.0303282917011527 0.85666736960411061 0.86369626256055199 0.73473241610918172 0.46884193408186547 1.6903657306684161 6.6567925166455097 0.24660205841064453 5.5030104368925086 1.4366295337676991 14.816898690536627 2.3651219932362437 1.2049488674965685 1.0078839908237567 4.1775883138179761 0.89959262823685904 3.2331285923719397 3.4401739889290184 2.7609288021922103 3.4205548686441034 4.1097077475860715
leaf_count=2412 26 8 31 56 90 5 44 11 52 43 5 91 6 345 24 67 1 31 116 81 104 29 103 19 25 28 102 27 20 32
internal_value=0.000434422 -0.00126146 -0.01449 0.000911002 -0.000227398 0.000467454 -0.000523616 0.000210305 0.0180486 0.017323 0.00370145 -0.0300158 -0.0183017 -0.00310419 0.000598941 -0.00774389 0.00356397 -0.00119534 -0.00316792 -0.001809 -0.0149462 0.00159375 -0.0125234 0.00386543 0.000661011 0.00262185 -0.0102875 -0.000401991 -0.0123579 0.00949911
internal_weight=293.776 64.4466 4.67249 229.33 59.7741 57.5612 54.3647 53.0446 3.87455 3.19653 1.887 1.32003 2.2129 1.20357 222.778 8.34716 0.456333 49.1701 35.3798 33.9431 5.37186 3.00674 1.80179 13.7903 28.5713 24.2315 4.33977 20.9984 6.18148 8.2873
internal_count=4034 1475 57 2559 1418 977 924 788 60 53 48 136 441 351 2503 91 45 728 646 530 247 143 114 82 283 156 127 128 47 51
is_linear=0
shrinkage=0.0331409


Tree=486
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 1 2 0 0 2 2 0 2 0 1 0 0 0 0 1 2 2 0 0 0 2 0 0 0 2
split_gain=0.22826 1.35194 1.66841 0.618471 0.769453 1.14691 0.675988 0.629667 0.628648 1.58174 0.940722 0.882126 0.650663 1.37472 2.91076 2.09271 1.30806 1.26761 1.07048 1.30032 3.1101 1.53873 1.28697 3.39263 2.33788 2.5575 1.23367 2.0251 1.43906 1.6238
threshold=0.35862698720000002 0.49336846205000007 41.975471476700008 0.4662734648500001 0.46280051495000007 0.45368402140000008 42.522337019050006 0.58415915690000009 0.49787431515000008 36.364346611650006 37.828051409500013 0.48797940185000005 36.010074051050005 0.49830843385000007 0.36491422415000008 0.50008981770000005 0.50008981770000005 0.51191581090000016 0.5054040298000001 0.37668033890000002 39.861052345600008 38.244973486750006 0.52863686715000002 0.5231430197000001 0.52925062125000011 37.198331469900005 0.51675099550000014 0.5216909673500002 0.52366695610000014 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -5 -7 9 -2 -11 -12 16 -14 -15 -16 -10 -18 -17 20 -20 22 23 -21 -24 -26 -23 -28 -29 -30
right_child=3 2 -4 6 -6 7 -8 -9 12 10 11 -13 13 14 15 18 17 -19 19 21 -22 26 24 -25 25 -27 27 28 29 -31
leaf_value=0.00063926490465622716 -0.059724649422135206 0.036754040253510277 0.001828600220038996 -0.039263795683679346 0.016652319238286167 -0.038550774365798325 0.015948289665994708 0.01124060604075236 0.030604231100526069 0.03847327622841782 -0.0012158072138875938 -0.042298483227658445 0.035413340205776384 -0.043910896673513264 -0.041174177227464637 0.012094900796419171 -0.019983056108459778 0.0086325007321341549 0.013307431248773236 -0.0043324543795691187 -0.040782989286277577 0.020170419960056678 0.031494840907145202 -0.063127756389757025 -0.046498189350762609 0.0023891057806735469 -0.02642882257649001 0.016681171361502885 0.028842774264162877 -0.00057433468761161491
leaf_weight=139.9084392869263 0.75890021410304953 2.9579192344099274 4.0603562258183956 1.0073654584484746 3.2539807779830872 1.5010861498885777 0.38289693035767403 0.40309356097714033 2.4870402067899695 0.55918002407997836 2.8073077031003781 0.85246971197193477 1.3012698959792022 1.9579715579748143 1.5555701457196836 8.6493872569990327 2.4941705549135795 8.6667892644763906 2.3202949762344351 3.6308378541143602 3.1159459091722965 4.3447990270215078 1.9713032245635966 1.8552901051007209 1.9339629094465633 4.3506732305977494 3.2739869164652182 7.5189491917844853 2.4296700046397737 69.546574771549786
leaf_count=1370 14 41 32 479 27 123 278 53 14 3 126 21 8 14 15 64 17 107 14 25 51 39 7 34 48 61 36 45 13 855
internal_value=0.000416745 0.00139919 0.0165483 -0.000579233 -0.000351833 -0.000746248 -0.0240576 -0.0280105 -0.000371085 -0.0127129 -0.00425646 -0.0107852 8.94371e-05 -0.00074449 -0.0011417 -0.000422873 0.00740686 0.0022377 0.000128637 -0.000845101 -0.0176961 6.31859e-05 -0.010937 -0.0242158 -0.00211311 -0.0126549 0.00179844 0.000834038 0.00195685 0.000418686
internal_weight=291.857 146.927 7.01828 144.931 143.541 140.287 1.39026 1.90418 138.382 4.97786 4.21896 3.65978 133.404 119.756 118.455 116.497 13.648 11.161 114.942 106.292 5.43624 100.856 13.7421 5.48613 8.25594 6.28464 87.114 82.7692 79.4952 71.9762
internal_count=4034 1443 73 2591 1834 1807 757 176 1631 164 150 147 1467 1329 1321 1307 138 124 1292 1228 65 1163 175 59 116 109 988 949 913 868
is_linear=0
shrinkage=0.0353713


Tree=487
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 2 0 2 2 0 1 0 2 1 0 1 0 0 0 0 0 1 0 0 1 0 2 1 1
split_gain=0.192105 1.24452 1.0935 1.03311 1.21923 0.582708 1.11265 1.47246 1.73795 0.28063 0.662937 0.748382 1.0519 0.285791 0.721457 1.34302 0.695001 0.617777 1.21571 0.625998 1.03453 0.383416 0.769887 2.21018 0.639526 0.414604 1.13048 0.876434 0.765871 1.74286
threshold=0.31100865245000009 0.42569084760000003 0.39606598605000004 48.96897326980001 48.226196960950006 0.31060447290000009 49.122847560300009 0.39606598605000004 44.952171034750002 32.724174661450007 0.51675099550000014 0.38052752915000004 0.53043322055000008 35.419594101850009 0.34398670700000006 0.49830843385000007 0.38733870245000007 0.53749887730000012 0.54429508100000012 0.5681267027500001 0.56859076075000015 0.43260680815000008 0.34219035360000005 0.45994131915000008 0.43780126340000008 0.35862698720000002 0.49830843385000007 38.400997490450003 0.36945001650000003 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 8 -1 10 -3 -12 -13 14 -11 -16 -17 -18 -19 -20 -21 -15 23 24 -23 26 27 -24 -27 -30
right_child=1 9 3 -5 -6 -7 -8 -9 -10 13 11 12 -14 21 15 16 17 18 19 20 -22 22 25 -25 -26 28 -28 -29 29 -31
leaf_value=-0.040098367051880857 -0.072708697754542806 -0.05498744871289097 -0.039608191819233057 -0.053668561106458214 0.012972020997457614 0.018889792574557314 -0.044319676526221131 -0.037810818719550263 0.036313275988131194 0.030969504462019109 -0.053964951546493452 0.040877567144679099 -0.046563852421032739 0.015366625806632074 -0.030383793109736979 0.01769031151160267 -0.027931073428451407 0.042886980719663188 -0.025705904587872447 0.048406956359217393 -0.040646344839093934 -0.016606393333541115 0.017263238470082366 -0.054615372657311596 0.013278255370213736 -0.0095182250162344061 0.026425623042250074 0.00092903166489799785 0.026638430908021232 -0.00074505317612450547
leaf_weight=0.53645476466044772 0.49903217636165109 0.43511651437438459 0.9094828942324974 0.72054232656955708 2.0455014556646347 3.0942618362605572 0.75320154428482045 0.81565731938462693 2.0439644884318113 1.48740804940462 0.28962041251361348 0.67414365708827972 0.27713733305063215 2.4177676551043978 1.490306224906816 5.0420908257365209 1.0704216742888091 0.87928405404090915 1.3392450325191023 0.51801317930221547 0.29075213827309199 1.8178974539041508 4.885625831782817 1.4054702415596692 2.3356726132333279 13.301741902134379 2.6728184651583424 116.78175399499014 3.4161739572882643 115.52676095117931
leaf_count=123 44 19 179 9 7 16 10 35 12 16 4 4 109 12 23 27 10 3 20 1 80 16 41 36 38 168 41 780 29 2122
internal_value=0.00040452 0.000248751 -0.020228 -0.0131027 -0.00321108 0.00648022 -0.00277403 0.0064402 0.0204277 0.000555846 -0.0148582 -0.000786993 0.0154032 0.000649218 0.00632324 0.00287464 0.00829765 -0.00325968 0.00546388 -0.0098552 0.0163922 0.000389335 0.000251199 -0.0136598 0.000198609 0.000552587 0.00211892 0.00158494 -0.000920121 4.14311e-05
internal_weight=289.773 282.53 4.17456 3.67553 2.95498 7.24354 4.14928 3.39608 2.58042 278.355 1.67602 1.2409 0.951281 276.679 12.1175 10.6301 9.13981 4.09772 3.02729 2.14801 0.808765 264.562 262.144 5.55904 4.15357 256.585 124.34 121.667 132.245 118.943
internal_count=4034 3838 239 195 186 196 180 170 135 3599 136 117 113 3463 180 164 141 114 104 101 81 3283 3271 90 54 3181 862 821 2319 2151
is_linear=0
shrinkage=0.0377832


Tree=488
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 1 1 1 2 0 2 0 1 0 0 1 2 2 1 1 0 0 0 2 2 1 2 2 2 0
split_gain=0.188552 1.20684 0.821611 0.978693 1.19906 0.488502 1.67792 0.360524 2.81288 0.583791 1.43952 0.339497 0.875847 0.673909 1.28201 0.539159 0.748096 0.429172 1.46946 1.02763 0.904786 0.636454 0.850205 0.734226 0.552515 0.510197 0.474688 2.48455 2.06927 1.52035
threshold=0.39672464895000009 49.122847560300009 0.39718870690000002 0.31761025120000003 35.171584490050009 0.32388251845000005 0.33204095685000007 0.31118828780000007 48.457543166250012 0.39606598605000004 44.952171034750002 0.45350438610000005 0.34398670700000006 0.46739618575000003 0.46898296455000005 0.35862698720000002 50.205949521800008 44.421469061800003 0.35471991855000007 0.3782970569500001 0.53158588065000012 0.47515044460000005 0.4764977096500001 41.646178195200001 39.525197829750006 0.4019490434500001 39.952536079750011 40.003678352300007 39.458743938000005 0.51857728810000003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 -7 9 -9 10 -1 12 -8 15 -15 -13 -17 21 -19 -20 -21 24 23 -23 -16 -22 28 -28 -24 -30
right_child=2 -3 3 5 -6 6 11 8 -10 -11 -12 13 -14 14 17 16 -18 18 19 20 25 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=-0.038850809953205445 0.022004424859985914 -0.042739896776560177 0.025981127689596473 0.011860534436708417 -0.043268181919585758 -0.042600344259425903 0.010871717492405134 0.035547644202264549 -0.052586052723957812 -0.013119499336428317 0.031634776429259659 0.025703796703675629 -0.046351715000687493 -0.031860016825290931 0.024435183282113988 -0.038232622033262942 0.040503516146337647 -0.044868585299964507 0.021946068352347328 -0.04512283960888059 0.0026372367308426688 -0.0048603241384126694 0.0012738703959487691 -0.041992064002425021 0.001154290841859395 -0.038262912155881262 0.029507231962413002 0.0011843720755675086 -0.003412459358149321 -0.02726906361798347
leaf_weight=0.48771669331472312 2.3853320807975242 1.01296791434288 0.44718989729881187 5.0280390409752718 1.3919700132682917 1.2292322833091009 0.73589784046634921 0.91097653689212155 1.0612065047025678 1.2335187047719958 2.0026901476085186 2.4424547216622154 0.71268961421446875 1.6594322950113554 2.8556162407621732 0.46515988706960332 0.25174534320831299 1.2290282510220993 1.875999837182462 0.83123578663798969 3.2082596526015554 1.9460722282528871 65.033533449772222 1.1449021771550176 2.6700877565890551 0.47380875996896055 4.3020994290709487 164.45863578739227 8.119558669626711 6.5191000777849686
leaf_count=123 15 15 4 30 101 62 19 44 6 5 13 28 146 15 18 65 1 24 24 177 61 12 880 56 30 264 14 1633 48 101
internal_value=0.000358208 -0.00573736 0.000503528 0.000319725 -0.0264303 0.00049721 0.000287281 0.000842984 -0.011876 0.00757892 0.017831 0.000481862 -0.0172816 0.000577347 0.00037696 0.0174696 -0.010584 0.000579082 -0.00802669 -0.000939893 -0.0104527 0.000834136 0.000562789 -0.018614 0.0131856 -0.0026258 0.000801384 0.00190639 -0.00153922 -0.0140366
internal_weight=288.126 6.70908 281.417 279.032 1.83916 277.193 272.165 5.69611 1.97218 3.72393 2.49041 270.935 1.44859 269.487 266.327 3.15936 0.716905 264.668 7.61833 6.3893 4.5133 257.05 251.524 3.09097 5.5257 3.68207 248.433 168.761 79.6722 14.6387
internal_count=4034 206 3828 3813 105 3708 3678 191 50 141 136 3616 165 3451 3357 94 66 3342 550 526 502 2792 2744 68 48 325 2676 1647 1029 149
is_linear=0
shrinkage=0.0367914


Tree=489
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 2 2 0 2 0 0 1 1 2 2 1 2 0 0 0 0 2 1 0 1 2 2 1 2 0
split_gain=0.18741 0.319267 0.690516 0.47016 0.246539 1.22733 0.884559 0.852013 0.343018 0.280517 1.44245 1.49074 0.754918 0.627513 1.30354 0.868543 1.73916 0.434654 1.04361 0.542159 0.830436 0.480303 0.402574 1.54098 1.42824 1.35217 1.83509 0.94471 0.943109 0.70992
threshold=49.283271594150008 0.55677973715000018 0.48119816770000007 0.55832160710000012 47.709122305950011 45.048573272350005 48.457543166250012 0.39672464895000009 45.295823381400005 0.43780126340000008 0.44284602260000011 0.33750486510000005 0.32388251845000005 44.952171034750002 41.571132012400007 0.32058920395000007 35.782584506850007 0.46739618575000003 0.46898296455000005 0.47515044460000005 0.47604862130000009 39.525197829750006 0.34509445825000007 0.4815274992000001 0.34494476210000008 40.159267750750011 41.243661560350013 0.34527409360000011 41.32819714970001 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 9 -6 -8 -7 12 -11 -12 13 14 15 16 -1 -13 -19 21 -21 -20 23 24 25 -22 -27 28 -24 -30
right_child=1 3 -4 -5 6 8 7 -9 -10 10 11 17 -14 -15 -16 -17 -18 18 19 20 22 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=0.028409435314000371 -0.00017543564695113236 0.047476770116949576 -0.046042759595363761 -0.041959964026306161 0.027606729357031422 -0.0031575537891776161 -0.013012122608434772 0.012299976338537013 -0.043659748873161333 0.040402634363148011 -0.039092296212462394 0.018137551802094823 -0.050255179348009008 0.038952198264379144 -0.046401873312756754 0.028711408730715291 -0.057953099059367456 -0.032199089415678714 0.025826823970970268 -0.035336973943936124 -0.024788318409074542 0.0011682334574026811 0.026287063945820487 0.0095131316456635757 -0.030898218836023183 0.024009991513820737 -0.012160618132735709 0.00045777291715328741 0.01365740440315804 -0.0092781585499291819
leaf_weight=0.7855225759558373 1.6362078934907911 0.33836838603019703 0.8561820545583031 0.14327553300245199 2.606290157098555 0.48276623280253161 4.3385472893714887 4.7930975034250878 1.3864525167882673 1.553098530974238 1.6263322748709459 2.411514590290607 0.66287501101760415 0.5384831354022025 1.1334645537426693 1.4539224289474075 0.81216424168087542 1.6619871353032056 2.7410796072217627 1.1073698624968518 3.9487495049834314 2.6706222011707723 4.8503361009061328 9.3834848813712579 4.6575670540332785 4.325671583414076 5.4011019533500075 208.71827774015765 5.3965218360535783 4.0421019643545151
leaf_count=26 11 1 83 160 39 21 28 44 203 15 55 51 165 3 135 15 71 15 18 40 22 30 21 43 31 15 38 2587 28 20
internal_value=0.00036262 -0.00997138 -0.0159317 0.0208719 0.000471032 0.000217405 0.00634289 0.000273913 -0.0331992 0.00044885 0.00063924 0.000404373 -0.00890008 -0.00309656 -0.00850687 0.00556853 -0.0154919 0.000650185 0.000487303 0.000698482 0.000419989 0.013658 0.000577917 -0.00412563 -0.0111064 -0.00436578 0.0039251 0.0011625 0.0114564 0.00383522
internal_weight=286.463 2.97403 2.49239 0.481644 283.489 271.751 11.7379 9.13164 1.86922 269.882 264.496 262.943 5.38643 4.72356 4.18507 3.05161 1.59769 261.316 258.905 257.243 251.831 5.4117 250.724 27.7166 18.3331 13.6755 9.72677 223.007 14.289 9.43862
internal_count=4034 255 94 161 3779 3668 111 72 224 3444 3029 3014 415 250 247 112 97 2959 2908 2893 2845 48 2805 149 106 75 53 2656 69 48
is_linear=0
shrinkage=0.0413819


Tree=490
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 2 2 0 1 2 2 0 2 0 2 0 2 2 0 0 0 2 2 0 0 0 2 2 2
split_gain=1.39742 1.70248 1.60675 1.81566 1.55129 3.85973 1.38486 1.63406 1.57899 1.14969 1.10622 1.09697 1.01715 1.13444 2.50669 2.07416 1.52023 1.33347 1.02453 1.32338 1.09076 1.23547 1.01787 2.53354 1.50696 1.59015 1.42301 1.11067 1.01132 2.07422
threshold=0.39072183470000005 0.53544804050000006 0.39587138110000003 0.39476362980000007 39.110279783550006 41.385032804600009 43.631818398850008 36.728658719300007 0.53158588065000012 0.4662734648500001 42.522337019050006 42.536568606950006 0.47883296910000012 41.942745071500006 0.4778150355000001 42.434124620650003 0.47769527860000011 41.385032804600009 38.400997490450003 0.4784437592000001 0.4778150355000001 0.42018203045000008 47.927946529500012 42.719328117250008 0.46989611090000011 0.45798030000000006 0.37331217625000007 48.96897326980001 42.599563320500003 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 -6 7 -4 -8 28 -11 -12 13 17 15 -15 22 18 20 -20 21 -1 23 -17 25 26 -25 -24 29 -3
right_child=1 9 6 -5 5 -7 8 -9 -10 10 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021117103632874393 -0.0017214007192050101 3.7840285316427762e-05 0.00017278487107851248 0.0013534400168152257 0.0018028898071189481 -0.0017336288914438962 -0.002041774537603562 -0.0022289811521990508 0.0016995975105363989 -0.0021937794076051704 0.0025373386218815299 -0.0020248785776964822 0.00032878703031453971 -0.0023581597656854945 -0.0023082773917700965 0.00069810829346219413 0.0019026232004026884 0.00083899356843124544 3.2104922180458621e-06 -0.0013911476984327855 0.002210926800200639 0.00054869757165695225 0.00093594117049406692 0.00077947949942027675 -0.0022089604539545287 0.0012064541611243056 -0.0021249095353332113 -0.00031010783244122013 -0.00040845958637746293 0.00085617049280209195
leaf_weight=0.77298167426488174 2.8851705035194772 61.765523381880485 1.480985558591781 2.722746841609478 2.6289893034845591 2.3641228310298175 0.73929421062348399 5.0005415082559921 1.183122733607888 1.6914088717894622 0.49900290369987477 0.37036203948082402 162.5799327432178 1.5390081631485433 2.2261372096836558 4.6911901542916956 1.6572345793247212 11.44411650765687 20.03999815275893 3.1813326328992835 1.4190973043441761 7.8984292735112831 6.095659025013445 0.97366661019623135 3.27157684834674 1.5832195747643707 2.2592533256392926 5.4786535054445267 12.682196696288882 15.661244783550499
leaf_count=137 36 526 20 10 24 68 183 140 12 479 1 277 893 55 39 40 5 73 187 16 6 84 20 11 106 15 195 34 270 72
internal_value=0.000152482 -3.27529e-05 -0.000580325 -6.03898e-05 -0.000549012 0.00012843 -0.00123619 -0.00168019 0.000260797 7.95446e-05 -0.00124743 0.000593768 0.000239725 4.54473e-05 -0.000258331 -9.26852e-05 4.13602e-05 0.000247548 4.43593e-05 -0.000187817 0.000578668 0.000311545 -8.52985e-05 -0.000476058 -0.00115712 -0.000442611 -0.00125019 0.000346129 0.000117255 0.000203365
internal_weight=348.786 111.675 19.005 10.601 7.87828 4.99311 8.40394 6.48153 1.92242 92.6697 2.56077 0.869365 237.111 74.5316 29.7756 27.5495 26.0105 44.756 33.3118 23.2213 10.0905 8.67141 24.3532 12.7789 8.08772 4.81614 3.23292 11.5743 90.109 77.4268
internal_count=4034 2118 493 138 128 92 355 160 195 1625 757 278 1916 1023 520 481 426 503 430 203 227 221 421 367 327 221 206 54 868 598
is_linear=0
shrinkage=0.00200836


Tree=491
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 2 0 2 2 0 1 0 2 1 0 0 0 0 0 1 0 0 1 2 2 2 0 2 0
split_gain=0.180832 0.945678 0.805561 0.972852 0.977979 0.461027 0.856182 1.25279 1.21697 0.25904 0.592323 0.661012 0.956842 0.239731 0.595487 1.04052 0.608822 0.415739 0.848463 0.286002 0.663346 1.5088 0.880132 0.7102 0.392683 0.274467 2.02041 1.04268 1.35319 1.16243
threshold=0.31100865245000009 0.42569084760000003 0.39606598605000004 48.96897326980001 48.226196960950006 0.31060447290000009 49.122847560300009 0.39606598605000004 44.952171034750002 32.724174661450007 0.51675099550000014 0.38052752915000004 0.53043322055000008 35.419594101850009 0.34398670700000006 0.49830843385000007 0.50008981770000005 0.51191581090000016 0.51505942935000004 0.43260680815000008 0.34311846950000008 0.45994131915000008 0.43780126340000008 0.34398670700000006 38.969453495950006 40.280372415600006 40.467253020850002 0.47604862130000009 44.756878345700009 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 8 -1 10 -3 -12 -13 14 -11 -16 -17 -18 -19 -15 21 22 -21 -22 -23 -25 -27 28 -28 -29
right_child=1 9 3 -5 -6 -7 -8 -9 -10 13 11 12 -14 19 15 16 17 18 -20 20 23 24 -24 25 -26 26 27 29 -30 -31
leaf_value=-0.040357074157993618 -0.06517298996374199 -0.054926003081252409 -0.040242021798905056 -0.054673514970614213 0.012134527376591873 0.017766526990646986 -0.043717810169766023 -0.03664477868834666 0.033229319426796106 0.030761901426421281 -0.053225539338872453 0.041415370794627204 -0.046828833213368865 0.014063920873577641 -0.026955062754417912 0.02802544478121893 -0.012812922977303525 0.042366346739835407 0.001286980765639523 -0.016244464346182548 0.01772451804201116 -0.042852804882205359 0.019449408472735484 -0.001463109630984893 -0.017688519231744245 0.018435286014856219 -0.04491699326351431 0.0096490236883889878 0.013974215337172772 -0.00067852226008819131
leaf_weight=0.40620222321013 0.48647973334300276 0.41081208919058454 0.72428587531612798 0.64346694946289051 1.9756188020110128 3.0268715228885412 0.62367703765630711 0.77145034191198636 1.88267732411623 1.2829164378345002 0.27444770559668519 0.61809767782688141 0.25931138488886063 2.2337861768901339 1.4851094379555423 1.787212859839199 1.8596817906945942 0.90467602014541615 4.3015068559179781 1.7253995258361081 3.5316535681486121 1.6165584474802019 2.5371927684172988 85.170838140533306 2.1453578404616565 9.5603380143875238 1.6559413386858062 18.450703598558903 0.89277630392462004 132.97323996952036
leaf_count=123 44 19 179 9 7 16 10 35 12 16 4 4 109 12 23 13 11 4 113 16 15 13 39 909 38 70 100 147 55 1869
internal_value=0.000362779 0.000212608 -0.0188152 -0.0120699 -0.00191619 0.00661739 -0.00254301 0.00584817 0.0201701 0.000476952 -0.0151769 -0.00100024 0.0153355 0.000566191 0.0059854 0.00291076 0.00792078 0.00283558 0.00842532 0.000326272 0.000208363 -0.0107051 0.00500135 0.00055556 -0.028502 0.000311757 0.00123614 0.000168224 -0.0242883 0.000579868
internal_weight=286.218 279.507 3.82985 3.34337 2.6999 6.71088 3.68401 3.06033 2.28888 275.678 1.56267 1.15186 0.877409 274.115 11.6211 10.3382 8.85308 7.06586 5.20618 262.494 260.26 8.02451 4.26259 252.235 3.76192 248.704 163.533 153.973 2.54872 151.424
internal_count=4034 3838 239 195 186 196 180 170 135 3599 136 117 113 3463 180 164 141 128 117 3283 3271 106 55 3165 51 3150 2241 2171 155 2016
is_linear=0
shrinkage=0.0385571


Tree=492
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 2 0 0 2 2 2 2 2 1 1 2 2 1 0 0 0 2 0 2 2 0 2 1 0 1
split_gain=1.77714 2.04033 1.58111 1.37339 1.2511 1.32927 1.82558 1.86802 1.68438 1.63003 1.3899 1.72261 1.14533 1.34649 2.36339 1.14162 2.19995 1.56021 1.86385 2.87932 1.14232 1.29162 1.09612 1.10678 2.76911 1.72479 1.40658 1.36818 3.52452 1.68858
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 0.4662734648500001 0.4784437592000001 41.872294782850005 0.4778150355000001 0.47769527860000011 41.741384785950011 47.927946529500012 41.571132012400007 41.481306584950012 48.86568841230001 0.39382054430000007 0.39587138110000003 42.719328117250008 42.67709657435001 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.46989611090000011 45.048573272350005 0.47961138885000004 41.243661560350013 41.872294782850005 0.48068920095000006 41.147265497500008 0.34569324270000007 0.48447651265000008 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -3 5 8 7 9 10 15 11 -1 13 -2 -15 16 17 18 19 -7 21 -17 -4 26 -25 -26 27 -24 -29 -30
right_child=1 3 22 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 -16 20 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.00018529744839339147 -0.002448609565035812 0.00013150852295157998 0.0010320475644651347 -0.0015766546231197433 -0.0011176341022827428 -0.0025119656394066887 -0.0025363119399205531 0.0021689351270396664 0.0018871612039698137 0.00037232091280869076 -0.0014615602107265269 0.0018820531707723063 0.0016550853753617507 0.0005069450736902855 -0.0014527875255827413 0.00014717508116076459 0.0023309865654768743 0.00068112025535304558 -0.0029234312588131391 0.0035299069322077955 -0.002403480209818312 -0.0023154909112131717 0.001042877758455374 -0.00059897407983204825 -0.0010461050127591827 0.00053540300552926904 0.0016922348102364616 -0.0015371647537756087 0.0013899340771778863 0.00031728305784872659
leaf_weight=33.053663552651415 2.383135249372569 84.284239171305671 13.146504074335096 2.3594406881602472 4.3255910417065015 0.84162698895671384 1.6114583518356074 1.6380009949207295 3.2471873629838219 11.370005771517752 2.2287392378784707 3.2001024472992858 0.8867423567571685 5.1469864994287473 7.1960083289886825 3.1834535722155124 1.4418486356735227 2.4146239082328975 2.1632418222725391 0.70831269025802612 2.9722350644879043 1.5413099508732555 16.029404670000076 17.53073301166296 3.6251955702900878 46.42247089324519 4.8262277469038954 4.6162497028708449 8.2974101193249208 52.036154732108116
leaf_count=419 90 867 58 757 31 47 28 5 16 54 22 12 52 28 309 129 4 24 33 1 106 92 61 97 27 297 27 25 56 260
internal_value=0.000196729 -4.74169e-05 0.000299691 8.49926e-05 3.56331e-05 0.00010529 -0.000250203 -0.000119911 0.000359889 -0.000260661 0.000231016 0.000335069 -0.000782224 -0.000928988 -0.000635586 -0.000732082 -0.000123172 -0.000700626 -0.00159915 0.000249132 -0.00133092 -0.000656195 0.000420108 0.000367658 0.000156292 0.000420847 0.000534126 0.000465105 0.000322512 0.0004648
internal_weight=344.728 102.257 242.472 86.6437 75.9414 71.6158 29.8861 28.2747 41.7297 26.6367 38.4825 36.2538 15.6129 14.7261 12.343 15.2667 7.56965 6.12781 3.71318 1.54994 7.697 4.72476 166.53 153.384 67.5784 50.0477 85.8054 80.9792 64.9498 60.3336
internal_count=4034 2103 1931 1624 1023 992 523 495 469 490 453 431 479 427 337 436 109 105 81 48 327 221 908 850 421 324 429 402 341 316
is_linear=0
shrinkage=0.00220822


Tree=493
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 2 0 0 2 2 0 2 0 2 2 2 0 0 0 2 0 2 2 2 2 2 2 0 1
split_gain=2.44563 2.66738 2.02325 1.66236 1.60704 1.78919 1.5088 2.88563 2.15946 2.41928 1.47005 2.40711 1.37461 1.86298 1.81267 1.34157 3.72461 1.41957 1.74608 1.46227 1.31437 1.44762 1.40344 1.30424 1.24529 1.2181 1.19343 1.72082 3.66797 3.07369
threshold=0.52366695610000014 0.47883296910000012 0.53544804050000006 0.4662734648500001 0.39587138110000003 0.39476362980000007 41.942745071500006 0.4778150355000001 0.47769527860000011 47.927946529500012 41.385032804600009 0.52688542260000015 43.631818398850008 0.53158588065000012 36.728658719300007 42.719328117250008 42.686561923500008 0.46989611090000011 0.45798030000000006 0.37331217625000007 44.262924377150007 0.50889194935000015 47.927946529500012 42.660927378600007 48.96897326980001 42.434124620650003 41.257403903850005 40.563919884450009 0.47754558250000007 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 10 26 8 9 15 11 -2 14 -14 -6 16 25 18 19 -17 -3 22 -22 -12 -11 -8 27 -1 29 -29
right_child=2 20 3 -5 12 -7 7 -9 -10 24 23 -13 13 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00024194378340885745 -0.0010943430376294441 0.00049098005821907216 0.00015159171813681338 -0.0013711690205709399 0.00023413514562080882 0.0012480546511447034 -0.0022875082384049899 -0.0023075904644925325 0.0019175440399503423 0.001005287335799898 -0.0025538734227489195 0.0012600889964610683 -0.0020034216946789251 0.0016550004091078364 -0.0022023922152641781 0.00088504267314460446 0.0026678138076979248 -0.0021763532392878519 0.0011060711891619651 -0.0020683694574658092 -0.0014582171821734668 -0.0026988252937084549 0.0013136506909539535 -0.00036034142613118147 -0.00026738535716533038 -0.00022775794395685198 0.00071558846034674485 -0.0019107602785257394 -0.0037755640742506004 0.0015865845929867982
leaf_weight=26.30509469850222 3.3419082527980226 165.05150996055454 95.06216868001502 2.8385757476935387 1.5244050500914434 2.885898955166339 1.6367506617680287 2.5408834405243388 1.8563093692064274 6.1988626196980459 1.9827372711151836 3.3360550180077553 0.91162553359754417 1.295891781337559 5.105710927862674 0.84634162858128403 1.4509726166725156 3.8194557740353048 1.5944683728739617 2.7028358248062432 1.2943734916625542 1.0000290683237834 1.5352444732561705 2.1968175871297717 5.6503228694200516 3.3904320672154427 14.601945693837477 1.7895726803690188 1.3483729511499403 2.0997512727044523
leaf_count=315 44 860 882 757 15 10 55 39 5 20 45 14 144 12 114 11 3 106 15 195 36 38 9 24 34 37 84 90 10 11
internal_value=0.000214396 0.000326221 -1.45917e-05 0.00010744 -0.000543664 -0.000124203 2.59e-05 -0.000303544 -0.00012884 -0.000268036 -0.000488945 8.18411e-05 -0.00119597 0.000144203 -0.00164218 -0.000779448 -9.962e-05 -0.0012708 -0.000598373 -0.00136409 0.000464631 -0.000670977 4.56943e-05 -0.00140093 0.000398409 -0.000898372 0.00025213 3.7583e-05 -0.00098877 -2.2629e-05
internal_weight=367.195 246.714 120.482 97.9007 22.5811 13.7434 77.8324 31.6876 29.1468 27.2904 10.8575 6.67796 8.83763 2.20752 6.63012 15.4413 6.47816 8.9631 5.14365 3.54918 168.881 3.82965 2.82962 4.17955 11.8492 5.02718 46.1447 31.5428 5.2377 3.88932
internal_count=4034 1973 2061 1639 422 137 1030 520 481 476 127 58 285 156 129 422 95 327 221 206 943 83 45 69 54 92 510 426 111 101
is_linear=0
shrinkage=0.00196078


Tree=494
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 0 0 2 0 0 0 0 1 0 2 2 1 2 2 2 0 0 1 2 2 2 2 1 1
split_gain=1.58738 1.90699 1.91673 2.63182 1.56814 1.4785 1.44897 2.40052 2.52011 1.56046 2.07699 1.84413 1.41272 1.87664 1.53079 2.29736 1.37283 1.36088 2.10529 1.90204 1.30943 1.69286 1.39198 1.87258 1.29257 1.27147 1.21151 1.16667 1.29516 3.95689
threshold=0.39072183470000005 0.47883296910000012 41.942745071500006 47.927946529500012 0.53544804050000006 42.434124620650003 0.4778150355000001 0.47769527860000011 42.719328117250008 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.47961138885000004 0.34587287805000005 0.48068920095000006 41.827117825850003 41.385032804600009 0.39587138110000003 37.784765830350004 41.385032804600009 38.400997490450003 0.4784437592000001 0.46989611090000011 0.34398670700000006 39.256147742250008 35.782584506850007 48.96897326980001 43.89540535710001 0.40509266190000009 0.41615520495000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 5 17 -4 7 8 -7 10 11 -10 13 -3 15 -14 20 18 -2 24 22 -22 23 25 -20 -1 -5 28 -6 -30
right_child=4 12 3 26 27 6 -8 -9 9 -11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012143867745992186 -0.0025592840080844708 0.00047168928462857664 -0.0023470586755047701 0.00097892704658438662 0.00068706165813669812 0.00052962549187029714 -0.0023189183441958334 0.0018914166904319416 0.0010318266503326595 -0.0022585779074880312 0.001224317885047208 -0.0021268245828801138 0.00026680253142067619 0.0020152575780487013 0.00039359349007218929 -0.0015573907601919362 0.00085315041162294602 -0.0011704533914397557 6.3817537033532736e-06 -0.00093450548505125846 8.3940130363662535e-06 -0.0015880719696199145 0.0015761630380512334 -0.0027747978310435962 0.0019002474201856268 -0.00058643347787314158 -0.00028428086722818925 -0.00096327169997959764 -0.0020398423754442131 0.00013297187175486037
leaf_weight=3.7969999534543586 1.211538322269919 9.3047213293611986 2.2388483197428313 6.32121444493532 14.299421690404413 4.6394424350000927 1.8092053942382325 1.6154556125402457 0.96998409647494366 3.8490712223574519 1.7363452762365339 3.175185612635687 8.3718402013182622 4.7992118597030631 140.7780849924311 4.151271551847457 12.069129023700951 8.0947578553459589 2.9023011932149512 3.4160626465454698 21.007837290409956 3.0586956143379203 4.0396832765545696 0.80514996912097547 2.8922612145543098 2.6944634830579162 5.9010905101895332 4.0657997326343311 3.5420838433783493 68.981909602531232
leaf_count=82 23 36 65 20 52 40 29 5 11 106 15 195 34 22 772 29 73 355 19 72 187 16 22 65 24 58 34 422 45 1106
internal_value=0.000179149 0.00026816 1.2955e-05 -0.000364176 -2.1914e-05 -0.000811501 -0.000618304 -0.000425832 -0.000686333 -0.00126609 -0.000616571 -0.00138769 0.000389704 0.000996927 0.000333838 -0.000337897 0.000269205 -0.00055371 -7.46933e-05 0.000252122 7.01324e-05 -0.000194506 0.00063195 0.000109198 0.000951674 0.000466906 0.000369034 8.64291e-05 0.000135585 2.68513e-05
internal_weight=356.539 247.133 79.7278 32.2558 109.406 20.0335 17.7947 15.9855 14.37 9.73059 5.88151 4.14517 167.405 14.1039 153.301 12.5231 47.472 18.5169 10.4222 9.21063 35.4028 24.0665 11.3363 7.29661 5.79456 6.49146 12.2223 90.8892 86.8234 72.524
internal_count=4034 1916 1023 520 2118 466 401 372 367 327 221 206 893 58 835 63 503 493 138 115 430 203 227 205 43 140 54 1625 1203 1151
is_linear=0
shrinkage=0.00200494


Tree=495
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 1 2 2 2 2 1 1 1 1 2 2 2 1 1 0 1 1 2 1 0 0 2 0 1
split_gain=1.67369 1.94591 1.56357 2.99013 1.94385 1.42421 1.17067 0.893603 0.987517 0.891651 0.875704 0.855034 1.80741 0.988649 2.34708 1.15262 2.80145 1.73302 2.91641 3.07299 2.12056 2.00094 1.77302 2.2259 2.65981 1.68801 1.26443 1.55777 1.10365 1.29525
threshold=0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 42.360359531950003 0.52453519355000011 0.4662734648500001 42.522337019050006 42.536568606950006 41.360869295700006 35.171584490050009 0.46280051495000007 0.45368402140000008 0.44805544745000009 0.43967246490000006 42.599563320500003 42.865207177650007 40.750688432250008 0.41911918805000009 0.40301188585000008 0.54228915300000013 0.4025178887000001 0.40509266190000009 39.952536079750011 0.4349121284000001 0.55769288345000012 0.54228915300000013 43.631818398850008 0.54499865270000014 0.43639411995000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 5 -5 11 -8 -9 -7 -1 12 13 14 15 17 -17 20 19 21 -4 -19 -22 24 -24 26 27 -18 -20 -30
right_child=2 -3 6 4 -6 9 7 8 -10 -11 -12 -13 -14 -15 -16 16 25 18 28 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00087067868342501824 -0.0027526699716787588 0.00035679015713465669 0.00031417089161189983 0.0016822914447038632 -0.0020990618187729931 -0.0019769010948117401 -0.0020655275553328693 0.0022854484621601385 -0.0019001724542547426 0.0005495239769364908 -0.00013507906871012876 0.00094618144376975178 -0.0014235103613151662 0.00057979912377444846 -0.0016198830611993255 -0.0031282553435322239 -0.0023888272653561221 -0.00055571433469394998 0.0017452706625811394 -0.0020536178642294005 0.00095906331978130703 0.0014943906552931543 -0.0023162585892741077 -6.2377832899537984e-05 0.00022047394525796294 -0.002107001729553738 0.00094134635880661216 4.7430353097333014e-05 0.00023137358171226657 0.0014236663397858252
leaf_weight=3.3014278697664841 2.0903914882219388 196.63060011528432 20.367986750788987 2.0006920774467289 1.2953539827722123 0.88653997704386744 1.5926152536703733 0.43731918931007374 0.36925999337108806 1.1268754862248895 44.811134676681831 3.9354098120238623 2.8686920104664742 12.88492945441976 2.9939881957834578 1.2418720358982671 1.1587461745366434 3.8333640564233082 4.8447528705000904 2.6115365661680698 2.2175307273864737 3.0256869196891785 5.0868505134712887 6.5336410887539387 2.0637331437319517 1.3705101230880234 4.0109082176350057 4.7683877691160887 8.2759323641657812 5.3145411089062682
leaf_count=112 49 1041 124 20 186 38 479 1 277 16 763 27 174 88 79 17 17 40 14 25 8 10 118 34 27 62 42 82 41 23
internal_value=0.000187094 0.000273664 -6.91578e-06 -0.000843368 -9.16548e-05 0.000556136 5.38811e-05 -0.00124699 0.000369229 -0.000562903 -6.60651e-05 8.52771e-05 4.97908e-05 9.54303e-05 1.71431e-05 8.10228e-05 -0.000441322 0.000183175 0.000536253 -0.000313792 -8.84824e-05 0.000348635 -0.000604227 -0.000857558 -0.00158413 -0.000146251 0.000124147 -0.000428855 0.00097294 0.000697618
internal_weight=353.951 244.743 109.208 7.39985 5.30946 4.01411 101.808 2.39919 0.806579 2.01342 48.1126 99.409 95.4736 92.6049 79.72 76.726 12.5504 64.1756 27.9058 9.47059 36.2697 6.85905 15.9018 13.6842 7.15058 11.3086 9.93804 5.92713 18.4352 13.5905
internal_count=4034 1916 2118 309 260 74 1809 757 278 54 875 1052 1025 851 763 684 220 464 153 75 311 50 187 179 145 203 141 99 78 64
is_linear=0
shrinkage=0.00188464


Tree=496
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 1 0 2 2 2 1 1 1 2 2 0 2 0 0 2 2 0 1 1 0 1 2 2
split_gain=0.212678 0.965421 2.09973 1.32601 0.744168 0.64969 0.957403 3.89329 1.09932 0.662154 2.05435 0.886279 0.580121 0.655693 1.09527 0.649853 0.617348 1.07252 2.47057 0.612778 0.593874 0.551974 0.87624 0.742707 1.64532 5.14744 1.18424 0.97137 1.33368 0.949666
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39019789825000006 0.38906020780000011 0.52005927965000021 0.38370108680000009 0.5231430197000001 38.625745710700009 38.903925214650009 39.011793722550003 0.4662734648500001 0.46280051495000007 0.45368402140000008 42.522337019050006 37.198331469900005 0.5296248615500001 35.050303764500008 0.58415915690000009 0.54386096225000014 37.198331469900005 37.784765830350004 0.50086823750000009 0.36575252235000005 0.36533337325000009 0.49336846205000007 0.34398670700000006 36.364346611650006 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 9 -8 21 -11 -12 13 14 16 -14 17 -3 20 -16 -19 23 -23 24 25 26 27 29 -29 -1
right_child=1 12 3 -5 -6 -7 8 -9 -10 10 11 -13 15 -15 19 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.024624017893891036 -0.051804357719520355 0.023932574118967202 0.020294356675769294 -0.036759560832493252 0.012893709662900738 -0.013970518086595631 0.024264860161919918 -0.043945530175747066 -0.0012714488172604595 -0.033286345946099707 0.022043590682713582 0.00043908336168234629 -0.039082592854186082 0.015904437534074434 -0.038540917970566489 0.014831784385552842 0.0011780802060681623 0.027474694325843981 -0.044919234308127443 0.010111119957851954 -0.006551781384227599 0.028387799452663332 0.0052043661924182881 -0.010541837093577033 0.034089952424188705 -0.067576382009354605 0.024282367766644962 -0.051178444676337462 0.020242939560199746 -0.020788499287198635
leaf_weight=1.8075369994912764 1.4658157604862929 0.96504252031445403 1.6332547543279363 0.75315838442475058 6.6669028247706583 3.6933657815679899 4.7039470029994828 2.4554458335041991 3.9032910680398345 2.2725394740700713 2.4422679524868718 148.35979275620775 0.95748723941869573 3.2653325187857254 1.4284765453485295 0.40153067158826161 73.954943346194341 0.96004822850227389 2.2579561180318706 0.42505916194932059 2.0036409298190847 3.2421422186307591 5.671977915102616 4.0631669964641324 2.2986333742737761 1.2222550995647914 4.0729019567370415 0.9444264651610863 0.509218520950526 0.85989785473793734
leaf_count=80 44 7 96 82 29 28 23 22 32 17 11 1420 479 27 121 278 807 5 60 53 59 28 51 22 9 9 28 64 10 33
internal_value=0.000560112 -0.000870108 -0.0182947 0.00228799 0.00120972 0.00080511 0.00109411 0.000540568 0.0126844 0.00115504 0.000283092 0.000788972 -9.51818e-05 0.000272354 -0.00035017 -0.0231532 0.000275073 -0.0105194 -0.0168866 -0.0273839 0.00447065 0.00656055 0.0136364 0.00256292 0.00710815 0.000521521 0.0106793 -0.00276465 -0.0261592 0.00998444
internal_weight=289.661 90.4717 3.85223 2.38641 199.19 192.523 188.829 180.222 8.60724 177.767 153.075 150.802 86.6195 85.2605 81.9952 1.35902 80.1416 6.18669 5.22165 1.85354 2.96369 24.6922 8.91412 15.778 11.7149 9.41624 8.19398 4.12108 1.45364 2.66743
internal_count=4034 2118 222 178 1916 1887 1859 1804 55 1782 1448 1431 1896 1139 1112 757 938 131 124 174 64 334 79 255 233 224 215 187 74 113
is_linear=0
shrinkage=0.0355722


Tree=497
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 0 0 2 2 2 2 1 1 2 0 1 0 0 2 2 1 0 1 1 1 2 0
split_gain=0.197082 0.302056 0.314351 0.2143 0.903898 0.79385 1.05693 1.11625 0.736719 0.747954 0.798412 0.927739 0.316551 0.639375 0.832321 1.04931 1.00038 0.535908 0.263206 0.968416 1.11535 0.743187 1.50638 0.931211 2.29 0.742482 1.1027 0.658331 1.52388 1.50157
threshold=49.283271594150008 50.448116877400004 49.835088602800006 0.31100865245000009 0.31060447290000009 49.122847560300009 0.39606598605000004 44.952171034750002 0.42569084760000003 0.39606598605000004 48.96897326980001 48.226196960950006 48.778770352700008 44.421469061800003 0.35471991855000007 0.35862698720000002 47.709122305950011 0.54228915300000013 0.36006406990000012 0.48637765340000011 0.48797940185000005 43.120094701700005 42.310579034350006 0.34623214870000002 0.49336846205000007 0.36359689830000008 0.36160593995000007 0.34584293880000011 42.957059535450007 0.48351845755000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 9 -5 11 -11 13 18 -15 -16 -17 -18 19 27 -21 22 23 -22 -25 26 -20 29 -29 -10
right_child=1 -3 -4 8 -6 -7 -8 -9 12 10 -12 -13 -14 14 15 16 17 -19 25 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.037076372843315879 -0.012676094428860127 -0.036992423541614687 0.014254007212911372 -0.057042159706823553 0.028405841100953375 -0.040034023231069568 -0.030304662236083291 0.028889140974045272 0.00065770411120820373 -0.037015167983099284 -0.052164852651831503 0.010826933331028354 0.012379337417235623 -0.040780687211920873 0.039402553371587844 -0.037187216420084573 -0.014158736023812553 0.020077180080807482 -0.0021792843686950871 0.025334959552823999 0.027500280156744793 0.019057160419075365 -0.015598232170287843 -0.021630239735459713 0.021105543583866234 3.9465668934281247e-05 -0.052652747049512956 0.0090761348720879275 -0.022211396590613885 -0.015537201383184689
leaf_weight=0.39300028263824072 1.7127437957096843 0.4091996142087736 0.80502890485513479 0.47561512427637298 1.7743870918639002 0.59643615037202824 0.79829783923923958 1.8485732451081276 81.124821225879714 0.69305818151770004 0.46480396389961232 1.9612956568598745 2.8886060487711793 1.0089704552665342 0.58349843323230732 1.2812836805678673 1.227915133116767 1.0908434324664993 1.5567626578267657 4.1693114787340191 2.5779179707169551 3.6621571704745284 4.5731821060180655 2.8396705761551857 3.5830149631947279 132.63318244295078 0.84299727242614597 20.212467270932397 2.1787890167906871 7.9414193183183661
leaf_count=123 40 191 24 44 10 10 35 12 557 179 5 7 28 31 3 265 14 34 16 19 14 21 27 22 49 1944 40 189 25 56
internal_value=0.000507551 -0.00866879 -0.0040655 0.000601799 0.00760822 -0.00254027 0.00481616 0.0173238 0.0004662 -0.0155213 -0.00919007 -0.00166475 0.000674447 0.000550637 -0.011803 -0.00481427 -0.011981 0.00194731 0.000790083 0.00191328 0.00883794 0.00484737 0.00101362 0.00945405 0.00221071 -0.000315066 -0.0199098 0.000583414 0.00603169 -0.000786283
internal_weight=287.909 2.92697 2.51777 284.982 5.41069 3.63631 3.03987 2.24157 279.572 3.59477 3.11916 2.65435 275.977 273.088 5.19251 4.18354 3.60004 2.31876 267.896 132.863 21.4053 17.2359 13.5738 9.0006 6.42269 135.033 2.39976 111.457 22.3913 89.0662
internal_count=4034 255 64 3779 190 180 170 135 3589 235 191 186 3354 3326 347 316 313 48 2979 979 152 133 112 85 71 2000 56 827 214 613
is_linear=0
shrinkage=0.0355447


Tree=498
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 0 2 0 0 2 2 1 1 2 2 1 0 1 2 0 0 2 0 0 0 1 0 2 2
split_gain=1.3296 1.80166 2.5355 1.75882 1.49249 3.65601 2.61796 2.1812 2.57351 2.03746 1.81299 1.64536 1.60306 1.97553 1.50771 3.80134 1.50241 2.64227 1.78994 1.51352 1.45036 1.3922 1.89818 1.5726 1.274 3.03429 1.24052 3.146 1.20742 1.59702
threshold=42.779078631750004 43.018222997350009 43.047778594550003 0.5681267027500001 0.35471991855000007 0.34584293880000011 0.48447651265000008 41.919251152600005 0.48637765340000011 0.48028502140000007 42.622319549950006 42.67709657435001 0.35862698720000002 0.36359689830000008 41.827117825850003 41.605323437500005 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 0.48386275860000011 0.48098859315000003 42.434124620650003 0.47754558250000007 0.4815274992000001 0.50410167360000013 0.39542229275000007 0.50706565670000014 36.728658719300007 34.654301448200009
decision_type=2 2 2 2 2 2 2 2 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 24 -3 -4 5 7 9 8 20 -6 12 -7 -8 -14 15 16 18 19 -15 -18 -1 22 -9 -24 -2 -26 27 -16 29 -19
right_child=1 2 3 -5 6 11 10 21 -10 -11 -12 -13 13 14 26 -17 17 28 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00030435380468073469 4.7093955266926784e-06 0.0017307108126166859 1.0773805092651407e-05 -0.0019456056461490858 -0.00016206201702200328 0.00071182153046597514 0.001424669646975335 -0.0022236305761486096 0.0020141322525062556 -0.0036088954148663917 -0.0016492429194024979 0.0018110627194026238 -0.0013549776821781101 0.0002518418299187593 0.00094810171307659031 -0.0021232381948278526 0.00027827111623923879 8.3355790346295558e-06 0.0015161948903516559 -0.0020377184245617399 -0.00083493794883186627 0.00021234059279392188 0.00033256317920190724 -0.0015134341129269778 -0.0028572084444851717 0.00015687126641794071 0.00078682396623832348 -0.0022710289596771845 0.00011111668941916229 -0.0022435789465410929
leaf_weight=73.194282970187487 3.1259155573789021 2.8847322510555378 54.670175361970905 1.6151686828234222 1.202881881326902 27.385032620280981 3.3001682609319678 2.6462801939342153 2.9129518717527381 1.1406608045799655 1.9341007363982488 5.5992186665534964 3.0258381292223921 48.213118389248848 2.6601279005408314 2.6386140240356317 1.3370688715949643 2.711018694259109 4.1517893783748141 3.4463012283667922 4.0244719684123984 6.5458729714155188 4.1154359332285821 2.5527272969484329 2.5750743597745895 2.0464554720092565 19.010574037325568 1.6979994373396037 55.532904505496845 1.7817579023248979
leaf_count=561 42 14 825 382 54 162 20 72 17 12 31 55 23 293 16 62 20 179 14 92 23 26 43 23 24 33 163 44 605 104
internal_value=0.000165723 -6.84815e-05 4.12229e-05 -4.53666e-05 0.00022115 0.00036773 9.82155e-05 0.000185377 0.000309289 -0.00183972 0.000128205 0.000898422 0.000151199 0.000122454 0.000153677 6.99408e-05 0.000119329 -6.87374e-05 0.000352087 -0.00139034 0.000244976 -0.000440668 -0.00089958 -0.000374127 -0.000906334 -0.00152255 0.000582995 -0.000306126 3.65796e-05 -0.000884735
internal_weight=349.679 66.9175 59.1701 56.2853 282.761 128.976 153.785 95.992 80.1317 2.34354 151.441 32.9843 149.507 146.207 143.181 119.813 117.174 64.8091 52.3649 4.78337 77.2188 15.8603 9.31444 6.66816 7.74745 4.62153 23.3687 4.35813 60.0257 4.49278
internal_count=4034 1320 1221 1207 2714 982 1732 765 601 66 1666 217 1635 1615 1592 1369 1307 1000 307 112 584 164 138 66 99 57 223 60 888 283
is_linear=0
shrinkage=0.00184769


Tree=499
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 0 2 1 2 2 0 2 0 0 2 2 1 0 0 0 0 0 1 1 2 2 2 0 2
split_gain=1.55226 1.83439 1.67634 1.73304 2.38439 1.78754 1.60251 1.79469 1.47641 2.03125 1.70285 2.99224 2.34587 2.09856 1.41726 1.20426 3.36542 1.65479 1.95195 2.71646 1.21769 1.14467 1.47122 1.10524 1.05984 1.03233 1.77083 1.03425 1.45738 0.995581
threshold=0.39072183470000005 0.53544804050000006 0.47883296910000012 41.872294782850005 0.4778150355000001 41.741384785950011 0.47769527860000011 47.927946529500012 0.3975479776000001 43.631818398850008 41.385032804600009 0.52688542260000015 39.110279783550006 0.52453519355000011 0.53158588065000012 42.719328117250008 42.686561923500008 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.39193437325000008 0.4662734648500001 41.571132012400007 41.385032804600009 38.400997490450003 0.4784437592000001 36.728658719300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 6 25 7 15 10 -10 11 12 -2 -12 -11 16 17 18 19 -5 21 22 -17 -15 29 26 27 -1 -29 -3
right_child=1 24 -4 4 -6 -7 -8 -9 9 14 13 -13 -14 23 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00065540062160316585 -0.0031586077603281758 -0.00074372343911284554 0.00041194772580903399 -0.0024601780997686798 -0.0024585363167751559 0.0018750871046764664 0.0018913016028946888 0.00034609601099371283 -0.0023773547197334945 -0.0021818710609248005 0.001739241516525354 0.001204661218686624 0.00057943600219121435 0.00063513095453054881 0.001830734974368878 0.0011603512671281974 0.0028555498685958873 0.00061006405002965219 -0.0029618273507546105 0.003291955873388281 -0.0023687689020841186 0.00092966163576121779 -0.0022838632467758442 -0.0026108220775420861 -0.0014161720553230045 -0.0012730848579789412 0.0014325340959960571 3.85340890534859e-05 -0.0015438702640807977 0.00020544529085207282
leaf_weight=9.7997970628493913 1.6283623720519265 5.3707870857324442 164.92134677851573 0.82070977939293699 2.3120716232806435 3.0400766972452393 1.576031669974326 10.587778180837629 3.9503281657816833 0.62659797898959357 0.81686193100176652 5.818959342315793 1.4461548663675783 0.57446400448679957 1.1182533893734214 0.75963991228491101 1.3560679554939268 2.1868579583242536 2.2960539013147354 0.68901157379150391 3.3149255234748125 1.4126501008868215 2.2174897502409294 2.8669047276489437 2.0238306497485601 2.1236565527506164 5.0648292351979753 19.748270506970588 3.0677840858697882 82.242448393837549
leaf_count=227 31 122 893 47 40 16 5 54 121 126 15 31 26 10 12 11 3 24 34 1 106 15 195 121 757 22 20 187 16 746
internal_value=0.000196259 -1.53971e-05 0.000293022 2.20208e-05 -0.000376106 0.000296418 -0.000199206 -0.000327699 -0.000621121 -0.00152959 -0.000227722 0.000304096 -0.00140035 -0.00133844 0.000389758 -0.000801611 -0.000183021 -0.000870617 -0.00172144 0.000165 -0.00139162 -0.000653725 -0.00140504 -0.00206898 0.000111961 0.000175847 0.000257507 7.50406e-05 -0.000174232 0.00014726
internal_weight=345.779 108.484 237.295 72.3737 29.5293 42.8444 27.2172 25.6412 18.8469 5.69518 13.1517 8.89348 3.07452 4.25823 1.74485 15.0534 7.3487 5.99263 3.80578 1.50972 7.70471 4.38978 2.97713 3.44137 89.6371 39.8043 37.6807 32.6159 22.8161 87.6132
internal_count=4034 2118 1916 1023 535 488 495 490 493 259 234 88 57 146 138 436 109 106 82 48 327 221 206 131 1625 472 450 430 203 868
is_linear=0
shrinkage=0.00213593


Tree=500
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 1 1 1 0 2 2 0 1 0 1 2 2 2 2 2 2 0 1 0 1 0 0 1 2
split_gain=0.203256 0.373338 0.578001 0.507082 0.291254 0.277614 0.78377 2.67215 0.761409 0.712555 0.843598 0.596701 0.349758 0.327989 0.730613 1.36875 0.811438 1.94056 1.33931 1.85865 2.15816 1.99033 1.31706 1.9763 1.22507 0.620425 2.34855 1.64505 0.930717 0.63567
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.59897907245000015 0.56643513670000012 0.43837010870000009 0.44805544745000009 0.45368402140000008 0.56395018115000017 42.233786329550007 39.184300550350009 0.57294691775000006 0.46280051495000007 0.54646567465000018 0.43401395170000007 41.066313126200008 38.748048509250005 41.178189531300006 41.827117825850003 42.283941020600004 43.384297312450009 0.56341127510000011 0.40955360615000008 0.55677973715000018 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.42039160505000012 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 9 -7 12 -9 13 -11 -10 -8 14 15 25 17 22 -18 -20 -21 -22 23 -16 -19 28 27 29 -1 -27
right_child=1 2 3 4 -6 6 7 8 11 10 -12 -13 -14 -15 16 -17 18 24 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00079324361462672301 -0.036662570229083188 0.038928793767739951 -0.043113191529995945 0.01164743340283427 -0.036642911429990009 0.017821468748543821 -0.049397373400530076 0.01784174884694743 0.0071274796573954835 -0.044678636393192535 0.0039679365638295161 -0.039177066955766601 -0.019923630426164129 0.013517479433354726 0.026977064256888561 0.030572354828873039 0.031609150502035846 -0.048242260854721067 -0.044118323266364126 0.029971249815475328 -0.045127260239713578 0.013181779304207917 0.036063144835664772 -0.038443748502978742 -0.014639875793644628 -0.055864237178421781 -0.034536689886631153 0.028566506046470892 0.022809454952053367 -0.0018898366489424835
leaf_weight=238.56423432330485 0.53229644442762891 0.36013827240094531 0.47461805955390435 0.82874349318444707 0.20409973051573616 4.6216843691654494 1.1510734278708681 4.9272719100117683 0.90756824659183599 0.99446240812539943 0.88196501880884171 0.61029404925648123 0.97518712337478053 2.5444156526355064 1.1233878806233426 2.0323463017994063 1.6208208203315715 2.0174622340127826 1.2911241687834261 2.3927619270980358 1.5314424932003023 1.5389386439928783 1.3729315102100375 1.313328308984637 4.8253142107278109 0.49323574802838199 2.8799923080950975 2.1887882435694337 2.5445846617221823 0.6813239204348065
leaf_count=2451 434 5 50 102 329 51 23 19 15 38 9 70 24 17 3 56 4 34 18 11 24 56 3 63 35 12 22 9 9 38
internal_value=0.000583782 -0.00991042 -0.00228562 -0.0121319 0.0021048 0.000671833 0.005802 -0.000678884 0.0109339 0.000423759 -0.0218136 -0.0114904 -0.0358796 0.000577758 0.000455095 0.000976935 -0.00638441 -0.0130149 0.00204902 -0.00504452 0.00418993 -0.0159016 0.00769853 -0.0082831 -0.0245469 0.000733767 -0.0105362 0.0100151 0.0010256 -0.0245554
internal_weight=288.426 2.3999 1.8676 1.50746 1.03284 286.026 13.1931 8.57139 6.44513 272.833 1.87643 1.51786 2.12626 270.956 268.412 249.385 19.0275 10.6524 8.37509 6.75427 5.46314 3.07038 3.80965 2.43672 6.84278 247.352 6.24334 3.36335 241.109 1.17456
internal_count=4034 920 486 481 431 3114 202 151 104 2912 47 85 47 2865 2848 2597 251 138 113 109 91 80 69 66 69 2541 81 59 2460 50
is_linear=0
shrinkage=0.0362108


Tree=501
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 2 2 2 1 0 0 2 1 1 0 1 2 2 0 0 0 2 1 0 2 0 0 0
split_gain=2.12282 2.53457 1.70512 1.37032 2.74765 2.34095 1.92604 1.67157 1.3324 1.87983 1.58328 1.86937 2.74001 1.31452 1.30186 2.87855 1.27364 1.25433 1.23799 2.71941 1.65743 1.10767 1.34261 1.94383 1.30687 2.41903 2.2209 1.96471 3.65146 1.94516
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 42.719328117250008 42.67709657435001 0.34542378970000004 0.47464147780000004 0.46989611090000011 48.86568841230001 0.39382054430000007 0.39587138110000003 0.37331217625000007 0.4662734648500001 36.728658719300007 35.050303764500008 0.54386096225000014 0.47961138885000004 0.48068920095000006 41.147265497500008 0.35862698720000002 0.49787431515000008 36.620308449100001 0.5216909673500002 0.51675099550000014 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 7 5 6 8 -1 9 10 11 12 -5 14 -2 -16 -10 18 19 20 -3 -4 23 -23 -24 -26 -27 28 -28 -29
right_child=1 17 21 4 -6 -7 -8 -9 16 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 24 -25 25 26 27 29 -30 -31
leaf_value=0.00016873042623201774 -0.0021419967435842993 0.0022476314698517083 0.00092555873079054423 -0.0021780099937180413 -0.0022381855244053813 0.0019978295602765283 0.00036340990443347785 0.0016389239209481925 0.0010389366169536948 0.0019548025075241792 0.00068590277350236595 -0.0025232978851074113 0.0030461225230741969 0.0014323358864632529 0.00049595350105228792 -0.001337610185250541 -0.0014845696540788443 -0.001301708129732798 0.0001977552502744707 -0.002552683545573909 -0.00052477422468750275 0.0004271578939827671 0.00057821330376186316 -0.0010961872430234221 -0.0011974652460379842 0.00094271070946289677 0.00013844187071209249 0.0013152447084750897 -0.0015184720604385141 -2.1727778588214916e-06
leaf_weight=40.777002725662896 2.4393607997335502 1.0690045952796925 13.693438414484261 0.78431765362621264 2.3869201317429534 1.853623405098914 11.33936560153961 3.073209421709179 0.82407934870570887 1.3557594418525694 2.3094655741006136 2.0989976711571217 0.70404142141342163 0.99012186075560826 5.2278226967900983 8.0148989285225962 7.1661696835653856 2.301616730837849 82.61664626741549 1.9782135407440362 3.1300657133106142 6.98586607724428 77.90738920122385 5.5583368539810181 4.2060533920302978 15.474160980433224 27.204520559869707 8.1964400019496697 5.9988385494798413 8.371812863275407
leaf_count=472 90 3 58 47 40 5 54 16 11 4 24 33 1 52 28 309 316 757 745 45 74 28 405 35 33 65 165 29 41 49
internal_value=0.000198548 -2.67495e-05 0.000296343 5.34399e-05 -0.000257166 -9.0878e-05 -0.000236527 0.000271768 -0.000682829 -8.62784e-05 -0.000555551 -0.00135477 0.000293172 -0.00071586 -0.000851491 -0.000613775 -0.00122431 9.93708e-05 0.000135688 -0.000694416 0.000181028 0.000400829 0.000355893 -0.000247836 0.000407287 0.00021555 0.00030664 0.000108884 -0.000160912 0.000649564
internal_weight=356.038 107.768 248.27 74.673 30.8227 28.4358 26.5822 43.8502 15.2428 7.25258 5.89682 3.58736 1.48836 16.6722 15.6821 13.2427 7.99025 91.0955 88.7939 6.17728 4.19907 173.597 159.903 12.5442 147.359 69.4518 65.2458 49.7716 33.2034 16.5683
internal_count=4034 2103 1931 1023 535 495 490 488 436 109 105 81 48 479 427 337 327 1624 867 122 77 908 850 63 787 382 349 284 206 78
is_linear=0
shrinkage=0.00192234


Tree=502
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 2 0 0 1 0 1 2 1 2 1 1 0 0 1 0 1 2 2 1 0 0 2 0 1
split_gain=0.192348 1.77861 1.15906 1.1051 1.20142 2.0454 0.927732 1.6434 1.45386 1.38289 0.946931 1.65429 0.832414 0.76233 0.622162 0.721415 1.32425 1.23675 0.999772 1.13833 0.663532 1.27158 2.10543 1.37681 2.28863 1.55121 2.11761 1.74573 1.00228 0.97147
threshold=0.37078231190000005 0.50278434775000014 0.50008981770000005 0.51401155655000019 0.5054040298000001 0.37473428940000003 36.491284729650012 0.49830843385000007 0.49880243110000005 0.36491422415000008 0.49336846205000007 0.34398670700000006 37.52517992975001 0.37668033890000002 43.89540535710001 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.53544804050000006 0.39900002995000006 0.5398790455000001 0.41988263825000011 41.178189531300006 40.80591513400001 0.42114008565000011 0.54136103710000005 0.55677973715000018 40.00488309970001 0.54300769440000007 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 8 12 9 10 11 -1 -8 -6 15 -5 -17 -18 19 -19 -20 22 28 25 -25 -23 27 -27 -22 -28
right_child=3 -3 -4 14 13 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 20 -21 21 23 -24 24 -26 26 29 -29 -30 -31
leaf_value=0.016937158882379125 0.019874240922792347 0.017199385716458699 -0.01786697989539943 0.0081312699956120026 -0.041284389373367855 -0.032512830347292583 0.022128970449937235 -0.026816827068257488 0.03992159272268915 -0.045625394186134545 0.03693687530055486 -0.036831242180408334 0.00057722877771162139 -0.012461994020915714 -0.012240743940215498 -0.028660227256165603 0.016964766709040215 -0.0058018085038738908 0.0079372175141851128 -0.03997826928344933 -0.022363200123729679 0.028845828249978122 -0.040069338070163406 0.039661876394551619 0.0040822052312840407 -0.0095399682935134629 -0.01435414936045235 -0.046514989859883366 0.0051937486931308754 0.0069152634634026284
leaf_weight=2.3985923787404313 2.651879493147133 8.4285968542098981 4.1823906842619172 15.228028275072573 2.0088246900122613 1.4401904685364568 2.2807787661440662 2.7257818654179564 1.9056774154305456 0.62353770434856404 1.2432107925415037 1.0218387276399878 140.21443006361369 2.6853488412161823 4.6427796066491274 1.9998004734516133 5.3470858918735749 13.879828081699086 14.513448882848023 1.3380978872301046 2.3309475369751436 1.6235246732831026 2.4915327378548673 2.5250024646520641 21.90073926167679 4.3780773389153209 3.7100729445810421 2.5191289633512497 5.6814327433821745 9.7728079932312522
leaf_count=101 13 64 33 77 44 62 40 26 8 5 12 65 1316 37 600 14 33 242 61 39 14 5 30 9 371 61 97 19 57 479
internal_value=0.00057507 0.00136397 0.000511648 -0.000486228 -0.0125786 0.00143678 0.00101598 0.000401528 0.0134215 0.00386991 0.0104875 0.000874086 0.000922186 -0.0247963 0.00044672 0.000985949 -0.000171454 0.000447727 -0.000571351 -0.00880691 0.0011828 -0.000539042 -0.0116579 0.00197643 0.00776024 -0.00444406 -0.00709601 -0.0230447 -0.00282307 0.00106258
internal_weight=287.693 165.025 156.596 122.669 8.78624 4.09207 152.414 145.221 7.19286 5.28718 4.66364 3.42043 142.495 4.69417 113.882 109.24 94.0115 92.0117 86.6646 15.2179 71.4467 56.9333 10.5039 46.4294 24.4257 22.0036 20.3801 6.89721 8.01238 13.4829
internal_count=4034 1670 1606 2364 156 75 1573 1382 191 183 178 166 1356 81 2208 1608 1531 1517 1484 281 1203 1142 101 1041 380 661 656 80 71 576
is_linear=0
shrinkage=0.0353875


Tree=503
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 1 2 0 2 0 2 2 1 1 2 2 1 2 2 2 2 0 0 1 0 0 2 2 0
split_gain=1.71182 2.87597 1.81475 1.90959 1.44168 1.71669 3.26665 1.33598 2.43082 1.59563 1.43122 1.41182 1.2709 3.44372 4.5498 3.34248 2.49274 1.93503 1.5661 1.50939 1.64513 1.76532 1.40658 1.99878 1.1923 1.1637 3.30193 1.23187 2.17277 1.2792
threshold=0.37078231190000005 0.50278434775000014 0.47883296910000012 0.36491422415000008 43.680097826700013 0.51191581090000016 0.37473428940000003 41.872294782850005 0.4778150355000001 41.741384785950011 0.47769527860000011 47.927946529500012 41.257403903850005 0.34569324270000007 0.34545372890000009 42.47354681640001 42.824128352900011 0.34587287805000005 41.919251152600005 40.94178426300001 40.563919884450009 40.241071441700008 0.47997065955000012 0.48271009850000007 0.38906020780000011 0.51857728810000003 0.5216909673500002 38.244973486750006 37.828051409500013 0.52432561900000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 12 5 6 -2 9 10 -1 11 -9 19 14 16 -16 18 -15 -14 20 21 22 -4 -24 -7 -26 -27 28 -28 -29
right_child=4 -3 3 -5 -6 24 -8 8 -10 -11 -12 -13 13 17 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=0.00013425042698575696 8.6112406926801871e-05 0.0012441140664152662 0.0013117299693602919 -0.00054241663578155934 -0.00059424808050138824 0.0006111388381888045 -0.002622817007935149 -0.00063500926349553753 -0.0022124739566310933 0.0015975441852193331 0.0017072050142135236 0.00027708553658689405 0.00023375173170081897 0.001371860912642218 -0.0033630349401294044 -0.00049279038808044159 0.00099872436471460974 0.00039880148006044951 -0.0010645895890240055 0.0013519022163978548 -0.00044245474690915557 0.0015559443588257296 -0.001015904285081327 0.00053401964152168869 0.0021419692686582212 -0.0024632309770244894 -0.00012930932254210303 0.00088265707082412219 -0.0023178836544928707 0.00012008013878028009
leaf_weight=40.64799193048384 5.0320519655942908 11.547300707548855 5.2838409468531671 7.3260078690946093 11.96103835996473 17.854367181658745 2.4282053212518804 14.538028937298813 2.2503744866698971 2.940132620278745 1.463698461651801 10.944882735610006 8.3391537442803436 10.882268756628035 2.4995700754225245 3.7062450386583805 8.8728538900613767 24.331998877227306 5.7928504385054103 10.506669178605078 5.4784618541598311 6.8440111055970183 3.9607884287834194 13.481005072593687 0.99648159323260088 1.8765792762860645 17.197141728989667 8.9626543745398504 1.8484062391798932 83.465616566129029
leaf_count=471 42 64 17 43 691 72 50 434 40 16 5 54 34 72 22 23 33 106 35 49 24 34 19 75 5 21 438 39 60 946
internal_value=0.000198867 0.000314654 0.000258193 0.000405823 4.48852e-05 9.96226e-05 -0.000795605 2.02627e-05 -0.000297263 0.000232953 -0.000137319 -0.000243266 0.000468987 0.000295598 -0.000191325 -0.00164886 0.000201863 0.000699506 -0.000298451 0.0007142 0.000523031 0.000701909 0.00044471 0.000182054 0.000150141 7.816e-05 6.00168e-05 0.000102494 -0.000341715 0.000194026
internal_weight=353.261 201.638 190.091 117.306 151.623 139.662 7.46026 72.7851 29.197 43.5881 26.9466 25.4829 109.98 64.4249 29.2107 6.20582 23.0049 35.2143 14.132 45.5548 35.0481 29.5696 22.7256 17.4418 132.201 114.347 113.35 111.474 19.0455 92.4283
internal_count=4034 1670 1606 586 2364 1673 92 1020 533 487 493 488 543 325 147 45 102 178 69 218 169 145 111 94 1581 1509 1504 1483 498 985
is_linear=0
shrinkage=0.00191816


Tree=504
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 0 2 2 2 1 1 2 1 2 2 2 2 1 0 2 2 0 0 1 2 2 2 2 2
split_gain=1.08733 2.58292 1.82517 1.9438 1.52891 2.37561 1.84897 1.84343 1.67441 1.24254 3.41878 3.43618 2.36917 1.96774 1.83998 1.49261 1.30616 1.51021 1.24255 4.84671 2.30421 2.85122 1.22208 2.41803 1.75266 3.08857 1.23046 1.35875 1.20314 3.20018
threshold=0.37078231190000005 0.36945001650000003 0.47883296910000012 0.36533337325000009 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.34587287805000005 41.919251152600005 40.94178426300001 43.157831852650006 42.67709657435001 0.34554354660000003 0.48447651265000008 39.792680591700012 36.620308449100001 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 43.89540535710001 47.709122305950011 42.719328117250008 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 4 9 8 6 7 28 -1 15 11 12 14 -12 -11 18 17 -15 -4 -20 21 -21 23 24 -2 -26 -24 -28 29 -6
right_child=22 -3 3 -5 5 -7 -8 -9 -10 10 13 -13 -14 16 -16 -17 -18 -19 19 20 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.00012426525173913922 0.00096323865593312709 0.0018661802713129643 0.0010453038396850238 -0.00072837064361785692 -0.00090930845027155491 -0.002575082723285159 0.0020658943776470226 0.00033629194200823851 0.0018640929025093506 0.00023282172285251011 0.0015468944322925659 -0.0017949588679397176 0.001041732714483001 0.0004644681154828898 -0.0014053819380196531 0.0015282802791974244 0.0013439292067780357 -0.0010160217289048726 -0.0015821470055495423 0.0014416251399820303 0.0020856746312799576 -0.00085905269102783631 0.00014446680106073803 -0.0026307460193714409 -0.0032039398743014692 0.001495110847655734 -0.0023905525647967127 -0.00022929889183166558 -0.0014630134487691742 0.0029429921896996676
leaf_weight=39.329600444092648 3.7214612960815412 5.0553541742265216 15.30214089155197 6.8645526841282836 5.8978104116395214 2.3260059105232349 1.6377420276403416 10.648522354662417 2.9524319479241958 8.1542965993285232 10.714996464550493 5.929553445428609 8.474468454718588 15.814715862274175 5.8428428284823886 10.111685909330843 5.8007461652159682 4.3648671731352797 5.527981378138068 5.1993784680962545 5.0375242047011843 5.5067170895636082 127.80350170917518 2.4738441680092365 1.7565339081920686 1.1484761713072655 1.9330270048812952 5.7107913019135594 8.0604597962228564 1.3080455064773557
leaf_count=471 17 30 58 39 106 40 5 54 16 34 72 45 34 77 35 49 28 23 28 27 32 39 1619 54 65 7 301 301 325 3
internal_value=0.000186012 0.000294195 0.000252546 0.000422497 -2.6888e-05 -0.000412709 -0.00023016 -0.000375264 0.000245752 0.000493172 0.000294229 -0.000286189 0.000111928 0.000743457 -0.000451016 0.000770571 0.000412097 0.000144236 0.000561084 0.000212751 0.000842985 0.000258264 3.94247e-05 -0.000750977 -4.92079e-05 -0.0013462 9.25296e-05 -0.000775853 -0.000871587 -0.000210018
internal_weight=340.41 195.862 190.807 118.646 72.1606 29.8786 27.5526 25.9148 42.282 111.782 65.0965 28.4012 22.4716 36.6953 13.9971 46.6854 25.9803 20.1796 36.5737 21.2716 15.7436 10.7061 144.548 9.10032 6.62647 2.90501 135.447 7.64382 15.2663 7.20586
internal_count=4034 1670 1640 620 1020 533 493 488 487 581 348 148 103 200 69 233 128 100 184 126 98 66 2364 143 89 72 2221 602 434 109
is_linear=0
shrinkage=0.00222816


Tree=505
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 1 2 1 0 2 0 0 2 1 2 0 2 2 0 2 0 0 1 2 2 1 1 0 0
split_gain=0.421929 0.230913 0.792909 0.586738 0.33983 0.322301 1.59772 1.03467 0.251935 1.11782 1.55583 0.514832 1.10284 0.973213 1.32664 2.14612 1.5701 1.17981 1.7816 1.17914 0.969963 2.1501 1.66589 2.38614 2.20446 1.81008 1.6098 1.60587 3.65788 2.52421
threshold=0.3055746834000001 0.31100865245000009 0.31761025120000003 0.39718870690000002 0.39672464895000009 0.32388251845000005 0.33204095685000007 42.066503896600004 0.35862698720000002 0.49336846205000007 41.975471476700008 0.49053920540000012 0.48637765340000011 39.458743938000005 0.34608245260000009 41.806790701050012 0.48386275860000011 43.047778594550003 42.67709657435001 0.48098859315000003 42.198888176300009 0.47754558250000007 0.47700667645000011 0.3447052483500001 41.385032804600009 40.159267750750011 0.34479506600000004 0.34515433670000012 0.4778150355000001 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 7 -7 -4 9 11 -11 12 13 -8 16 -16 17 18 20 -20 22 -22 23 -15 -25 -24 -27 28 -28 -29
right_child=1 2 5 -5 -6 6 8 -9 -10 10 -12 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 25 24 -26 26 27 29 -30 -31
leaf_value=-0.039170215788593032 0.00089709796487254332 -0.0084879010608075005 0.024307117922369819 -0.044306270733868877 0.018987399301798314 -0.04323065507700595 0.01054448455529312 -0.011426227822964779 -0.0002772601949758615 0.039149658300112702 0.0021745938724157749 -0.010709188266241216 0.014677392444190297 -0.065579992980654811 0.027477249882143465 -0.0035499485684792678 -0.02085863555951355 -0.015356039705132876 0.0010128862541695775 0.026834449925275259 0.0013708500922650563 -0.05113945682291772 -0.016172896699896716 0.019492373295599118 -0.052194714814838207 0.021239744162631254 0.011499432966902879 0.014225500485331714 -0.036180732729085868 -0.0094261265268873982
leaf_weight=0.37904548150254314 3.8194630858488372 2.7120677891653027 2.982538004172965 0.86077898344956327 2.4258843399584293 1.1813719802885305 12.619724737480281 1.8921879502013323 142.02894951747658 2.7113432697951785 4.0612585693597794 4.9735266640782347 8.6745849065482599 1.3164339773356903 5.8906523035839182 6.9344453334342688 6.0756490379571906 7.3097976031713179 4.5988740497268719 5.6073936149477959 2.9806404523551455 1.779021115042269 7.2033123522996894 1.8824706310406329 0.908707950497046 6.757497299462556 4.5635073110461217 17.865604955703024 4.632172841578722 10.086701981723307
leaf_count=125 41 28 29 65 30 83 142 17 2591 41 32 29 48 12 43 55 42 115 41 69 31 34 33 59 17 24 15 67 27 49
internal_value=0.000682713 0.000735285 0.000575567 -0.0171174 0.00792393 0.00080335 0.00063111 0.0104368 0.000821991 0.00202821 0.0169772 0.00120282 0.00170623 0.000674059 -0.000618174 0.010701 -0.00235533 -0.000904606 0.000600574 0.0151994 -0.00188375 -0.018256 -0.000472461 -0.0236312 -0.00384638 0.0013888 0.00427005 0.00118313 -0.0125187 0.00569072
internal_weight=287.716 287.337 281.091 3.57285 6.24535 277.518 272.644 4.87473 271.462 129.433 6.7726 122.661 117.687 109.013 96.3929 12.8251 83.5678 77.4921 70.1823 10.2063 59.9761 4.75966 55.2164 4.10761 2.79118 51.1088 43.9055 37.148 9.19568 27.9523
internal_count=4034 3909 3838 93 71 3745 3699 46 3616 1025 73 952 923 875 733 98 635 593 478 110 368 65 303 88 76 215 182 158 42 116
is_linear=0
shrinkage=0.0377983


Tree=506
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 0 1 1 1 2 2 1 1 1 0 1 1 1 0 2 0 0 2 2 1 1 1 0 2
split_gain=0.205431 1.01815 1.99544 1.00916 0.916862 0.692908 0.550392 0.998007 0.950651 0.823972 0.543711 2.51746 4.57511 2.21367 2.2947 2.27796 1.93135 1.57185 1.40174 1.54746 1.13348 1.1469 1.6546 1.17959 1.1127 0.918729 1.74277 1.60821 1.88959 0.93165
threshold=0.47883296910000012 0.4778150355000001 40.636252116050009 0.47736594710000008 0.47961138885000004 41.770271989050009 0.48068920095000006 0.34554354660000003 0.34467530910000005 0.34521421515000011 42.006870117350005 41.481306584950012 0.34569324270000007 0.34587287805000005 0.42039160505000012 0.56188437470000008 0.34545372890000009 0.34560342505000002 0.34566330350000002 0.48200652675000005 42.094663496250007 0.48351845755000006 0.48244064550000004 42.233786329550007 41.806790701050012 0.34521421515000011 0.34524415440000006 0.3453339720000001 0.48637765340000011 42.558389508100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 7 9 -8 -6 11 16 -13 -14 24 -16 -10 -18 -19 -20 -12 22 -22 -23 -15 -25 -27 -28 -29 -30
right_child=4 2 -4 -5 6 -7 8 -9 10 -11 20 12 13 14 15 -17 17 18 19 -21 21 23 -24 25 -26 26 27 28 29 -31
leaf_value=-0.0018228670000634351 0.020095652734139345 0.0034706614117106663 -0.029750525575581995 0.01206600618163179 -0.012360504627867726 -0.00026561831552461622 0.024556112577222768 -0.025395122664547801 0.018528395878166178 0.013684594711731935 0.020732551907896243 -0.072286001426481838 0.023670084189414128 -0.055635087588138364 0.021585884258893684 -0.046233876284084784 -0.028529993420191579 0.040176756340381592 -0.032917628836229444 0.00081907171205253791 0.0026138416238865913 -0.037260856608012934 0.035694206343391974 0.041917040107121412 -0.019843960387491914 -0.053417422127613697 0.049861235062772291 -0.036008509502668054 0.011765526470927469 -0.0021665127517718165
leaf_weight=39.070932894173893 6.7388534322381002 5.9658938944339734 5.2446135710924864 10.179801050573586 3.9190926402807218 4.1805537082254887 2.6308307386934748 3.4619639776647091 9.3047890700399858 3.5951183307915926 5.6246917231474063 1.9176530614495266 2.7999111562967292 1.9134154389612357 3.4013533028773963 0.98618217682815146 2.9208350181579581 1.3689706176519383 2.139370400866027 110.64951050299351 6.840462423861025 1.3170101575087745 3.5429103225469589 0.8109230101108541 4.4809068245813251 0.93226587772369285 1.0104246139526356 2.1656187847256652 10.319239102536811 26.275177312563756
leaf_count=897 38 27 58 48 19 20 12 22 48 22 35 16 10 27 19 79 21 3 12 1392 34 25 56 2 40 8 2 20 104 918
internal_value=0.000648862 -0.00138462 -0.0120712 0.00104787 0.00119469 0.0123002 0.000628897 -0.00794095 0.00109146 0.000100579 0.000783916 -0.000532919 -0.0154774 -0.00745644 -0.0155396 0.0063421 0.00129985 -6.93869e-05 0.000658804 0.000179157 0.00395931 0.00218639 0.0139012 -0.000653611 -0.030554 0.000507745 -0.000317255 0.000927475 -0.000348166 0.00176218
internal_weight=285.709 60.4612 11.2105 49.2507 225.248 10.9194 214.329 10.9762 203.352 7.51421 200.722 141.883 15.4994 13.5818 10.7819 4.38754 126.383 117.079 114.158 112.789 58.8387 53.214 10.3834 42.8307 6.39432 41.5136 40.7027 39.7705 38.76 36.5944
internal_count=4034 1030 85 945 3004 58 2946 63 2883 41 2871 1667 191 175 165 98 1476 1428 1407 1404 1204 1169 90 1079 67 1054 1052 1044 1042 1022
is_linear=0
shrinkage=0.0392896


Tree=507
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 1 0 1 1 1 0 0 2 0 0 1 0 0 1 1 2 0 0 1 1 2 0 1 1
split_gain=0.20457 0.352691 0.516928 0.434139 0.258977 0.248219 0.637241 0.239233 0.733533 2.26406 0.675035 0.658209 0.806692 0.534313 0.371231 0.346015 0.282148 0.763411 2.01044 1.08104 1.78184 0.660983 0.630872 3.1435 0.403563 0.742002 0.666239 0.488257 1.62926 0.69725
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.59897907245000015 0.59734738480000016 0.46112391845000006 0.56643513670000012 0.43837010870000009 0.44805544745000009 0.45368402140000008 0.56395018115000017 0.5654770815500002 39.184300550350009 0.5681267027500001 0.57294691775000006 0.46280051495000007 0.55832160710000012 0.56294721715000018 0.43401395170000007 0.42922367590000005 42.006870117350005 0.55481871800000016 0.54797760550000019 0.42473279245000012 0.42114008565000011 41.942745071500006 0.54646567465000018 0.40667944075000007 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 6 -5 11 14 15 -11 16 -13 -12 -9 -10 17 19 21 20 24 -19 23 -21 25 27 -26 29 -29 -1
right_child=1 2 3 4 -6 -7 -8 8 9 10 13 12 -14 -15 -16 -17 -18 18 -20 22 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0007936192337772794 -0.038153329358938899 0.039260045822046681 -0.044084337364383462 0.04042169736582208 -0.038164694520874592 0.040355361370777977 -0.039741900006801292 0.0042222900555457755 -0.050171075785543633 0.017178944113118093 0.0058888548570644964 -0.047605435555518882 0.002760707037428793 -0.040591202691392915 0.026235116575573723 -0.019257295754158858 0.013215821927689532 -0.05234446479250298 0.0051587837142030146 0.030903632557781748 -0.034021664231797331 -0.014406448439938739 0.029022050292089003 -0.053342000542792062 -0.0048252778232573228 -0.014594605398593453 0.026911931410842655 0.0096889352488555049 -0.042602339258992775 0.021429733279354844
leaf_weight=235.54849008012388 0.51367456276420798 0.33842736156657327 0.4338364951108814 0.25485670202760935 0.19553116760653211 0.26300000410992652 0.31550466651970055 1.7714229840785254 1.0684430752880856 4.7784322798252106 0.91865680669434346 0.89806953002698608 0.91040670638903975 0.5696411129902117 2.8279424618231133 0.99327858857577656 2.4863396049477151 1.6245180647820228 3.8979519042186439 1.9950183331384317 2.1192480360041364 1.09161554754246 2.961590588092804 0.92008629254996765 1.6863465077476569 4.5385696734301737 2.1257429456163663 1.925674608908593 1.5124032837338743 2.3509756550192824
leaf_count=2451 434 5 50 3 329 5 94 20 23 19 15 33 14 70 31 24 17 25 25 56 64 27 16 16 20 39 24 26 50 9
internal_value=0.000569195 -0.0105939 -0.00273417 -0.0124502 0.000888391 0.0100514 -0.0039221 0.000660984 0.00567102 -0.00100342 0.0102726 0.000419843 -0.0222506 -0.0119012 0.017757 -0.0352777 0.000573521 0.000454591 -0.012194 0.000779247 0.00040616 -0.0370972 0.0167655 0.00431342 0.000698369 0.000509622 0.0128724 0.00079367 -0.0133139 0.00099755
internal_weight=283.836 2.31483 1.80116 1.46273 1.02889 0.833361 0.570361 281.521 12.9278 8.32845 6.26673 268.593 1.80848 1.4883 4.59937 2.06172 266.785 264.298 6.61409 257.684 251.807 2.71613 5.8767 2.9151 249.688 245.876 3.81209 241.338 3.43808 237.899
internal_count=4034 920 486 481 431 102 97 3114 202 151 104 2912 47 85 51 47 2865 2848 77 2771 2683 52 88 72 2619 2575 44 2536 76 2460
is_linear=0
shrinkage=0.0377052


Tree=508
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 2 0 0 1 1 2 2 2 2 2 0 1 1 2 1 0 0 1 2 0 1 2 2
split_gain=0.19727 0.296068 0.295215 0.24864 1.1684 0.753935 0.770903 0.312749 0.195765 1.16609 1.39975 0.619851 0.452198 1.46293 1.24321 0.841937 0.491531 0.327231 0.474512 0.643388 0.437078 1.63303 0.286616 0.994038 1.95505 1.95013 0.853669 0.820962 1.67394 1.60941
threshold=49.283271594150008 50.448116877400004 49.835088602800006 47.709122305950011 45.048573272350005 48.457543166250012 0.39672464895000009 45.295823381400005 0.43780126340000008 0.44284602260000011 0.33750486510000005 0.32388251845000005 35.782584506850007 39.458743938000005 40.098777110850008 44.952171034750002 41.571132012400007 0.46739618575000003 0.34311846950000008 0.34398670700000006 43.572676689450006 0.33992994225000006 0.47883296910000012 0.4778150355000001 0.34515433670000012 40.340071172300007 0.47961138885000004 0.34536391125000004 41.898943182100005 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 -5 -7 -6 11 -10 -11 12 -1 -14 -15 16 -16 20 -19 -20 21 -12 23 27 -25 -26 -24 28 29 -21
right_child=1 -3 -4 5 7 6 -8 -9 9 10 17 -13 13 14 15 -17 -18 18 19 22 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=0.024909780767424498 -0.014215097740823539 -0.041660257226836056 0.015105809292365234 0.025133528717303573 -0.0044320681858224294 -0.011782098585310808 0.011761175070508646 -0.042242532510759746 0.037818412764136528 -0.037267666459428375 0.042176896981429547 -0.046375310424562922 -0.065746231924401738 0.044857091949438273 -0.00028813898981528769 0.03276562602240414 -0.044395301989304942 -0.015784084745751343 0.017945942647770528 -0.0092866843109061722 0.03698570089113936 -0.04638486544160228 0.012280629103161345 -0.040852810272110657 0.021762592607113593 -0.019179380025050631 0.00057877262904454667 0.012333142234992791 -0.029904731073474466 0.020514966064719767
leaf_weight=0.81165670271729951 1.7030987356411058 0.4047752373953698 0.81779589697543986 2.6634722582239183 0.4830460007651699 4.1745135709643346 4.8232844045269303 1.2972301084810167 1.3599016829393793 1.5629765975754697 0.72585207968950205 0.57617464967188414 0.59430908900685642 0.83133879303932223 0.6870737719582396 0.50289618223905552 0.99554711498785764 2.7886238396167746 3.4942507967352858 6.9744225498288888 0.93570085428655136 0.62214056633820292 10.546227190643547 2.9302216446958465 3.1742752566933632 4.5621339306235313 205.1502771492087 7.9093065627966999 3.0981596475467077 5.0100905746221542
leaf_count=32 40 191 24 39 21 28 44 203 15 55 6 165 49 3 28 3 135 20 15 34 5 40 57 24 13 45 2504 96 83 17
internal_value=0.000545317 -0.00981631 -0.00470319 0.000653861 0.00040403 0.00638742 0.000838312 -0.0319833 0.000620919 0.000771607 0.000577453 -0.00724188 -0.00214384 -0.0082245 0.00310706 -0.012774 -0.0263848 0.00080679 0.00067175 0.000853238 0.0159233 0.00130289 0.000613715 -0.0028289 -0.0129494 -0.00238075 0.00115092 0.00186628 -0.0036225 0.00317181
internal_weight=282.211 2.92567 2.52089 279.285 267.624 11.6613 8.9978 1.78028 265.844 260.845 259.485 4.999 4.42282 3.61116 3.01686 2.18552 1.68262 257.922 255.638 252.849 2.28369 1.34799 249.355 33.6586 10.6666 7.73641 215.697 22.992 15.0827 11.9845
internal_count=4034 255 64 3779 3668 111 72 224 3444 3029 3014 415 250 218 169 166 163 2959 2908 2888 51 46 2873 312 82 58 2561 230 134 51
is_linear=0
shrinkage=0.0401119


Tree=509
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 1 2 2 2 2 0 1 1 2 1 1 2 2 2 2 0 0 1 1 1
split_gain=1.85464 2.10413 1.7992 1.49682 2.8418 2.63355 3.18091 2.98636 2.32953 2.31857 1.38865 1.26792 1.952 2.32364 2.31512 1.91421 2.12072 2.11271 2.58441 1.80492 3.06398 1.37737 2.49838 1.53535 1.04349 1.6587 1.64714 1.08808 1.00982 0.883557
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 0.4662734648500001 42.599563320500003 41.827117825850003 41.243661560350013 40.80591513400001 0.54228915300000013 0.44805544745000009 0.40509266190000009 39.952536079750011 0.4349121284000001 0.43639411995000005 39.458743938000005 40.206947806850003 39.110279783550006 42.865207177650007 0.53866650695000018 0.55769288345000012 0.41988263825000011 0.44805544745000009 0.34551360740000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 29 -2 -5 6 7 -6 -7 -10 11 12 13 14 15 -3 17 -17 19 -19 -21 23 -23 -18 -13 -26 27 -27 -28 -1
right_child=1 10 -4 4 5 8 -8 -9 9 -11 -12 24 -14 -15 -16 16 21 18 -20 20 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=3.2516778881933632e-05 -0.0024058449766348956 0.00056394792167734802 0.00036222296406354291 0.0033166941907391378 -0.0022407084020635497 -0.0021865607806538742 0.0014472855649200959 0.0012906299580731676 -0.0020013273581854629 0.0018910954657865085 -0.0013817602152543459 -0.0017872237691730949 0.00086975994678250331 -0.0011682301927856027 0.0010053188586251023 0.0010042876261310337 0.00014649100324761721 -0.0024432708248341068 -0.00010899929720289527 0.00160734162330166 -0.002384268495386518 -0.0027145462983698674 0.00049784958175864199 0.0018991325626273184 -0.0027328226753530432 -0.00010875807894660397 -0.0022517949296241234 0.0014617840401202576 9.6841648362819478e-05 -0.00081335275177021513
leaf_weight=42.866965940251248 1.680138374678793 15.036227636039255 193.41112810606137 0.73085266351700084 2.7127087949775142 5.2712720663985237 3.7989760879427195 1.3937612250447271 1.0642342613427902 1.3157726060599086 2.3969076146167927 1.889717886224388 14.648332711309193 5.298300076276063 10.805773235857485 2.3105709403753343 5.3042892753146571 5.2261677135247719 6.7175992950797072 1.3810990601778033 1.5911381177138535 1.4165270403027523 2.7145753614604473 3.0133924619294703 0.91508935764431854 4.1097685429267568 1.6122351205558518 2.8876152895390987 1.249182946863584 5.3390785651863544
leaf_count=708 29 56 1041 1 93 140 15 6 183 12 757 18 72 43 47 8 86 118 35 6 53 44 18 12 14 44 86 21 86 182
internal_value=0.000182121 -3.08511e-05 0.000277751 -0.00064377 -0.000462004 -0.000639527 0.000154152 -0.00104215 -0.00145957 0.000150575 9.08038e-05 0.000130855 0.0002272 7.24298e-05 0.000190832 -6.01069e-06 -0.000294803 -0.000740396 -0.00101066 -0.00174946 -0.000529501 0.000321805 -0.000603659 0.000781451 -0.000443276 -0.000207551 2.6844e-05 0.000539359 -0.00122647 -6.11678e-05
internal_weight=350.109 108.492 241.617 17.9677 16.2876 15.5567 7.90545 4.10647 7.65128 2.38001 90.5245 88.1276 75.464 60.8157 55.5174 44.7116 29.6754 17.2266 14.916 8.1984 2.97224 12.4488 4.1311 8.31768 12.6636 10.7739 9.8588 6.99738 2.86142 48.206
internal_count=4034 2103 1931 479 450 449 114 99 335 195 1624 867 598 526 483 436 380 220 212 177 59 160 62 98 269 251 237 65 172 890
is_linear=0
shrinkage=0.00196078


Tree=510
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 2 0 2 1 0 2 2 0 1 1 0 2 1 0 2 1 2 0 0 2 1 0 0 1
split_gain=0.199704 1.66292 0.912658 1.43773 0.746904 1.56987 1.31617 0.954568 0.991415 0.917218 0.742984 0.742298 0.592153 0.542 1.20572 0.647713 1.02351 1.40956 1.74672 1.18956 0.929538 1.38006 0.522177 0.483706 0.458771 0.672874 0.45726 1.84895 1.51918 0.596798
threshold=0.45206730335000006 0.56065686655000013 0.44805544745000009 0.43967246490000006 0.46280051495000007 0.4662734648500001 38.804080188450008 0.56859076075000015 40.844669808050007 0.45280081435000008 0.57152480465000022 39.458743938000005 42.522337019050006 0.54646567465000018 0.43401395170000007 0.43691805635000008 0.56719858685000013 40.844669808050007 0.40509266190000009 0.55257327625000008 41.481306584950012 0.43590012275000006 47.709122305950011 0.58415915690000009 0.57537199485000012 41.092444989200011 0.42114008565000011 0.54228915300000013 0.54064249575000012 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 6 -6 -3 8 -8 -10 13 -9 -7 14 26 16 17 18 -15 -19 -21 22 -22 -13 -5 -26 29 28 -28 -1
right_child=1 4 -4 24 5 12 7 11 9 -11 -12 23 -14 15 -16 -17 -18 19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00070426585494967012 -0.056865823883882123 0.019649099219396841 0.014799228319092759 -0.042601555844751372 0.027231566635776285 -0.039655404244857778 -0.055577701210252149 0.017842281227871327 0.016981368944137203 -0.049883901196153609 0.021086738391228682 -0.053217495903953797 0.016985391876474614 0.010325165921549183 0.029866823164983822 -0.025175446371142569 0.024894738830402639 -0.019439465676272139 -0.040210691970860184 0.029204607075034889 -0.041547209031564961 0.019315559410410989 5.567144897495652e-05 0.00011634639540142742 0.028544667672814477 -0.041665203251342334 -0.024659582098670505 -0.030873677215758434 0.027559123377888319 0.019282340373595504
leaf_weight=234.83333804483118 0.73404507455415924 1.6205109838047045 5.8674345045583314 1.315495191025547 2.6827668648620606 0.82295746108866275 1.2848466951400044 1.2145686678122731 0.68727725744247414 0.43991225556237623 2.2977556452824492 0.42968593977275293 0.34145551291294396 1.3163750767707814 1.8588418895087659 2.0164170023053876 1.5068236775696267 2.4267500726273266 2.7885411637835205 2.2069245502352715 0.9964379961602392 2.0579009726643562 0.65293242456391454 0.46073068320401944 0.35655029525514681 0.35733363572217058 1.1158683484536589 2.7721586180850863 2.0979328965768218 2.2827412262558928
leaf_count=2451 20 45 61 41 24 478 24 15 2 61 59 12 274 5 45 24 13 40 109 6 31 11 20 32 21 20 50 22 9 9
internal_value=0.00050218 -0.00433861 0.000693557 0.000381543 -0.000476971 0.0120143 -0.00830682 -0.0183362 -0.0338645 -0.00911438 0.000615284 -0.000542773 -0.0230459 0.000435012 0.000855782 -0.00601946 -0.00325107 -0.00665869 -0.0240047 0.001878 0.0106251 -0.000435188 -0.025078 -0.0256208 -0.0299367 -0.00659879 0.000633953 -0.00923601 0.00942819 0.000883119
internal_weight=281.843 10.7188 271.125 265.257 9.98471 3.84718 6.13753 4.51702 2.41204 1.12719 263.228 2.10499 1.16441 260.93 244.961 15.9691 13.9527 12.4459 4.10492 8.34095 5.9142 3.70727 1.64937 0.890417 2.02938 0.713884 243.102 5.98596 3.2138 237.116
internal_count=4034 987 3047 2986 967 776 191 146 87 63 2904 59 752 2845 2586 259 235 222 114 108 68 62 51 44 82 41 2541 81 59 2460
is_linear=0
shrinkage=0.0361589


Tree=511
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 2 2 1 1 2 2 2 0 0 1 2 2 1 2 2 2 2 0 0 1 1 2 0
split_gain=1.58421 3.1135 2.16854 1.76883 1.63423 2.7773 2.92348 1.74481 1.63177 1.87233 1.20907 2.43099 3.07957 2.15663 2.69466 2.13643 1.87255 1.79302 1.90256 1.92091 1.72737 2.1747 1.60852 1.24098 1.34721 1.87297 1.19462 1.1236 2.02791 1.11022
threshold=0.37078231190000005 0.50278434775000014 0.47736594710000008 0.36491422415000008 0.51191581090000016 0.5054040298000001 0.37473428940000003 43.89540535710001 38.625745710700009 0.35651627195000007 0.34575312120000007 42.779078631750004 43.384297312450009 41.218101594450012 0.47943175355000006 0.4778150355000001 0.34545372890000009 42.824128352900011 41.872294782850005 0.34515433670000012 41.770271989050009 42.536568606950006 42.283941020600004 42.622319549950006 0.47976108500000009 0.48447651265000008 0.38906020780000011 0.34551360740000009 42.686561923500008 0.48797940185000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 8 5 6 -2 26 -4 10 13 23 -13 14 -10 -15 17 18 19 -17 -18 -22 -20 24 -12 -26 -6 -1 -29 -27
right_child=4 -3 3 -5 7 -7 -8 -9 9 -11 11 12 -14 15 -16 16 20 -19 22 -21 21 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=2.6309837616990232e-05 0.0012665790953640028 0.0012787266639928958 0.0011948203902815279 -0.00051053991365018964 0.00061050038371411326 -0.0018786851851139859 -0.0017491060953080076 -0.00084813475547373593 -0.00013201993709810174 -0.00091367409732110501 0.0016903550876139028 -0.0013894600920695982 0.00094653607139051122 0.0010082575483393234 0.0010199803256300698 -0.00067926161751423941 -0.0021850877859966649 0.00077294986627324518 -1.9152853399752418e-05 0.00095164036483342412 0.00076117876016294067 -0.0014456322447889821 -0.0020121845522419004 0.0017821515546297372 -7.1762135784948696e-05 0.001772146248770674 8.4862441518894757e-05 -0.0024109027574578607 -5.0354603574080594e-05 0.00063970494231432818
leaf_weight=45.280927611893276 3.4181455560028535 11.798488698899744 9.7472755759954435 7.6898190677165976 18.65972100943327 4.2075458260951564 1.8206605435116214 6.6643195039068805 11.264985144138334 4.0140025578439227 4.7513760663569 4.2762927971780282 4.0706863254308701 6.3279285095632067 22.470826044678688 5.0258050039410644 2.8554830998182279 8.7155439704656583 2.6201352067291728 5.6904988661408424 3.1464903801679611 3.4700058810412884 3.4892542278394103 5.0937302075326434 9.9257518276572245 4.7668495401740065 111.16779972953373 2.0487926712958133 3.9143424180801958 9.7278275787830335
leaf_count=708 13 64 52 46 74 68 62 602 45 29 29 29 17 22 84 26 20 43 15 20 16 26 30 58 38 20 1545 68 111 54
internal_value=0.000210289 0.000320464 0.000261079 0.000385585 5.76523e-05 -0.000715602 0.000218528 0.000111168 0.000438008 0.000377395 0.000421429 0.000680054 -0.000250233 0.000274637 0.000635307 -1.96818e-05 -0.000205461 6.52648e-05 -0.000301309 0.000186769 -0.000935474 -0.000396178 -0.00115743 0.000906669 0.0007538 0.000571579 0.000160411 -7.69887e-05 -0.000861383 0.00101213
internal_weight=348.121 202.183 190.385 139.141 145.938 9.44635 5.23881 136.492 131.451 121.703 117.689 42.6125 8.34698 75.077 33.7358 41.3411 35.0132 25.5412 16.8257 10.7163 9.47198 6.6165 6.10939 34.2655 29.1718 24.4204 129.828 51.2441 5.96314 14.4947
internal_count=4034 1670 1606 719 2364 143 75 2221 673 621 592 245 46 347 129 218 196 134 91 46 62 42 45 199 141 112 1619 887 179 74
is_linear=0
shrinkage=0.00192234


Tree=512
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 0 1 1 2 0 1 2 2 2 0 0 2 2 2 2 2 0 0 0 1 0 0 2 0
split_gain=1.54545 1.11769 2.08481 2.15054 1.61125 1.5666 1.4279 1.34944 1.55055 1.47665 1.42588 2.00015 2.10058 1.77794 1.2813 2.23577 1.99091 2.18469 1.6967 1.26095 1.18479 2.06003 1.54547 1.67486 1.78135 1.36229 1.86897 2.59167 1.15682 1.0771
threshold=0.4662734648500001 0.39091643965000006 0.53833717555000005 0.40301188585000008 0.5398790455000001 0.39971857130000005 0.47883296910000012 0.41988263825000011 0.39784736985000008 41.178189531300006 0.54499865270000014 0.4349121284000001 39.952536079750011 40.664404858950007 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 41.385032804600009 42.719328117250008 42.67709657435001 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.34542378970000004 0.47464147780000004 0.46989611090000011 48.96897326980001 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=1 6 3 5 -4 -3 14 8 -6 -10 13 12 -12 -9 18 16 17 20 -1 -14 21 25 23 24 -22 26 27 -16 -19 -13
right_child=-2 2 4 -5 7 -7 -8 10 9 -11 11 29 19 -15 15 -17 -18 28 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014049087467267999 -0.0013522014019039575 -0.00064313907381536098 0.00083395186628120236 -0.0025616062187572061 0.00065246400739917693 0.00074233111913549752 0.00036078483166559691 -0.00013810666699240164 -0.00041597517932951219 -0.0020429346076649081 -0.0021902977173754922 0.00034527897571584701 0.00033001712082100174 0.0014344479539670401 -0.0022759410352185647 -0.0022756344090708526 0.0019739770378480836 0.00099807568377971033 0.0017104491883829559 -0.0011888270074716155 0.0011502231575684777 0.0020554460374777933 -0.0022397229774135815 0.0012462885415393042 -0.0021365929897389632 0.00056658659820691684 -0.0026800743923172565 0.0030897743504692482 -0.0002839881503021544 -0.00115435708320539
leaf_weight=38.805727749073412 2.649999710120027 15.293726140982477 11.896361418068407 1.9286043497268099 3.5147532932460299 4.1505118948407462 164.53763324953616 4.8545947596430761 7.9510030988603813 3.1019968958571553 2.822877653874456 33.622941778623499 5.9955933243036252 7.0554801970720291 0.75256537634414689 2.1047944501042357 1.677718698978423 6.0152235329151136 2.9638276714831582 3.4413843518123031 0.88830970786511754 1.3680802583694456 3.6565722785890102 1.4914736505597828 2.5613595929462463 2.1662166172172874 2.0492073930799961 0.6903877854347229 5.2917799651622772 2.031535296002402
leaf_count=472 757 315 44 159 39 32 908 22 68 53 74 308 26 27 47 40 5 20 16 38 11 4 106 15 195 24 33 1 34 141
internal_value=0.000169299 0.000180996 1.20129e-05 -0.000547202 0.000150525 -0.000347401 0.000257753 4.12354e-05 -0.000504631 -0.000872577 0.000174159 2.02168e-05 -0.00067664 0.000793468 2.38698e-05 -0.00028623 -0.000139866 -0.000271551 0.00025189 -0.00022386 -0.000756139 -0.000146918 -0.00125402 -0.000524579 -0.00129022 -0.000679405 -0.0014523 0.000291311 0.000398058 0.000259832
internal_weight=347.332 344.682 107.661 21.3728 86.2885 19.4442 237.021 74.3922 14.5678 11.053 59.8244 47.9143 12.2599 11.9101 72.4832 30.7137 28.6089 26.9312 41.7696 9.43698 15.6242 7.02646 8.59772 4.94114 3.44967 5.65838 3.49216 1.44295 11.307 35.6545
internal_count=4034 3277 1346 506 840 347 1931 796 160 121 636 587 138 49 1023 535 495 490 488 64 436 109 327 221 206 105 81 48 54 449
is_linear=0
shrinkage=0.002


Tree=513
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 2 0 2 2 1 1 0 1 0 1 2 0 2 2 0 0 2 2 2 1 1 1 1 1 0
split_gain=1.30734 1.64184 2.42891 1.78147 2.33799 2.13575 2.82447 2.42194 2.84574 1.72428 2.05804 1.61266 1.63939 2.25018 2.22968 2.33256 2.21144 1.79884 1.48647 1.30397 1.59916 1.2914 2.38518 1.33523 2.39547 1.31402 1.27117 2.20509 2.26295 1.21225
threshold=42.779078631750004 0.55769288345000012 0.54228915300000013 0.51675099550000014 0.50339810185000011 43.018222997350009 0.4815274992000001 43.047778594550003 43.157831852650006 0.39814676205000005 0.40955360615000008 0.42018203045000008 0.35471991855000007 0.48447651265000008 0.34584293880000011 41.919251152600005 0.48028502140000007 42.622319549950006 42.599563320500003 0.54386096225000014 0.55609113500000007 41.975471476700008 41.218101594450012 41.827117825850003 0.42039160505000012 0.39542229275000007 0.34551360740000009 0.34515433670000012 0.34503457980000002 0.47865333370000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 6 -2 -7 -9 -5 -11 -1 14 16 15 26 -14 -16 21 -4 -21 22 -15 -24 -25 -23 27 28 -13 -29
right_child=1 -3 19 9 -6 7 -8 8 -10 10 -12 12 13 18 17 -17 -18 -19 -20 20 -22 25 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0020147270023224669 -9.3446622695983629e-05 -0.0013665715715229826 0.0021534104118155445 -0.0017770046548492881 0.0011710722898356774 0.0020806340350267671 -0.0028814320750775754 -0.0020449245645343533 7.6222901221095868e-05 0.00072156059840065715 -0.0023399907306061248 0.00038892679078329849 1.9326760125862736e-05 0.00018719686182133108 0.0006369722697422539 -0.00043770224381218576 -0.0037437447661895023 0.0018340722966587639 -0.0011937446893537443 -0.0010616464118561116 0.0019590736712286659 -0.00049766383260318005 -0.0011366540410278252 -0.0012755876445829388 0.0017660411793453616 0.00090678436176536126 -0.00018860183426913407 0.00045343107462583916 -0.0010820881600349358 0.0013437692101095065
leaf_weight=1.2190759605146002 3.4018384087830773 3.5442391987889996 2.890333514660596 4.4890136816538853 6.073512061382643 2.1149623775854698 2.3706239983439445 2.6229518488980821 33.353851981926709 3.3264164142310619 1.131259720365051 38.324957956559956 1.2620060244807967 118.22235046510468 25.557466814294461 15.391188408248125 1.1453035648446528 5.9495067670941344 3.1476508169434956 1.5344972223974767 1.2012868821620939 3.0997982304543283 8.718776668305507 2.006172208115458 1.9760281705530358 14.741699584061278 12.092121101915835 10.040135085582735 4.4919360280036917 14.188183307647703
leaf_count=255 42 435 9 134 60 13 24 59 384 18 96 208 54 1264 157 133 12 60 40 41 5 41 147 24 31 119 53 37 22 57
internal_value=0.000176645 -6.72414e-05 4.14439e-06 -0.00011346 3.08963e-05 -0.000126974 -0.00123841 4.14539e-05 -7.84231e-05 -0.000919214 -5.53935e-05 0.00023559 0.000245376 0.000109872 0.000411289 0.000260723 -0.001771 0.000863022 0.000139677 0.00123502 0.000264756 0.000167891 0.000100451 -0.000706996 0.000233715 0.000662774 0.000396557 0.000502095 0.000234602 0.000974816
internal_weight=349.629 68.0548 64.5105 58.8844 49.9377 43.8642 5.77246 38.0918 35.9768 8.94669 4.45768 281.574 280.355 154.32 126.035 94.5285 2.40731 31.507 151.912 5.62612 2.73578 148.765 130.923 12.701 3.9822 17.8415 79.1373 67.0452 42.8169 24.2283
internal_count=4034 1320 885 830 582 522 66 456 443 248 114 2714 2459 1732 727 510 66 217 1666 55 46 1626 1466 202 55 160 377 324 230 94
is_linear=0
shrinkage=0.00196078


Tree=514
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 1 0 2 0 2 2 0 2 1 1 2 2 2 0 1 2 2 2 1 0 0 2 1
split_gain=1.91504 1.97866 1.93794 1.2344 1.18425 2.06158 2.02765 2.65216 2.69365 1.96971 1.74346 1.03826 2.66652 1.66541 1.0247 1.65715 2.60951 1.67083 1.88336 1.55933 1.86427 1.68666 2.59255 2.06541 2.55667 1.41921 3.23138 1.24454 1.00406 0.980074
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 0.4662734648500001 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 36.728658719300007 35.050303764500008 0.54386096225000014 42.599563320500003 0.40509266190000009 0.41714319930000004 41.827117825850003 41.243661560350013 40.80591513400001 0.54136103710000005 0.44805544745000009 39.952536079750011 39.458743938000005 40.206947806850003 0.42209814075000007 0.54562737640000014 0.55677973715000018 39.110279783550006 0.34551360740000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 29 11 -2 -6 7 8 -7 -8 -11 12 13 -3 15 -13 -17 18 19 20 -18 22 25 28 -25 -22 -27 -19 -23 -1
right_child=1 3 -4 -5 5 6 9 -9 -10 10 -12 14 -14 -15 -16 16 17 27 -20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=5.420393117119432e-05 -0.0022461650979131113 0.0022253575112446537 0.00037343589170402608 -0.0013044951250905943 0.0027869838003832573 -0.0021870854486323735 -0.0020759149430852075 0.0012277972968237104 0.0011285889044936044 -0.0019202293108497739 0.0015236885777418932 0.001003129619183322 -0.0024848323566566042 -0.00050401202751577056 -0.0003191598051312792 -0.001306474603377201 0.0009941876724661354 0.0017684442236908658 -0.0012432779913435586 0.00087032403382287051 -0.0030590900219363733 0.00036235722517774001 0.00013631978726656859 -0.002709834350084055 0.00038694897806506337 0.0011765181139700032 -0.002145434384925086 0.0003745489744581795 0.0017977990337671608 -0.00076888216608707728
leaf_weight=45.115541255159769 1.4534879270941043 1.0886022150516499 194.69272015290335 2.1830413466086602 0.66208004951476951 2.489765843376516 4.5219803025829606 3.5843703588470817 1.3379400223493574 0.88468508661026168 1.2739769746549425 9.6263938024640066 1.8789879458490757 2.9348157370695844 11.959208429674616 4.01873526116833 5.5878202989697483 4.1194679141044599 3.3488966543227425 10.05152143165469 1.6335048228502289 4.4813860733993334 6.7226027697324753 1.5038920389488337 2.5567762237042189 1.5756976623088119 3.059619041159749 5.0817059716209769 2.8199187032878399 5.7988462354987851
leaf_count=708 29 3 1041 757 1 93 140 15 6 183 12 30 45 74 269 39 17 14 33 46 20 55 33 44 18 6 76 33 12 182
internal_value=0.000197541 -1.89212e-05 0.000287826 9.46351e-05 -0.000623072 -0.000463182 -0.000615876 6.28075e-05 -0.00102812 -0.00136887 0.000112267 0.000130975 -0.000631204 0.000234464 0.000188542 0.000280276 0.000157252 0.000269205 0.000114356 0.000228041 1.24212e-05 -0.000212842 -0.000676676 0.000317511 -0.000759963 -0.00154852 -0.00101619 0.000998611 0.000916755 -3.95407e-05
internal_weight=348.048 102.441 245.607 86.2326 16.2083 14.7548 14.0927 7.41208 3.82771 6.68064 2.15866 84.0496 5.90241 4.02342 78.1471 66.1879 56.5615 52.5428 43.3416 39.9927 29.9412 24.3534 12.9914 11.362 4.06067 6.26882 4.63532 9.20117 7.3013 50.9144
internal_count=4034 2103 1931 1624 479 450 449 114 99 335 195 867 122 77 745 476 446 407 360 327 281 264 135 129 62 102 82 47 67 890
is_linear=0
shrinkage=0.00188464


Tree=515
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 0 2 2 0 0 1 2 1 0 2 1 2 2 2 0 2 0 1 0 1 1 0 2 2 2
split_gain=1.64076 2.20942 1.29654 1.48099 3.01976 1.24528 1.22916 1.31109 2.35173 1.14789 1.48412 1.84184 2.88326 2.18174 2.24817 1.90073 1.77368 3.06437 1.48691 1.30311 1.20489 1.19178 1.31948 1.14438 1.07359 2.21543 1.02224 0.945062 1.43587 0.905832
threshold=0.39091643965000006 0.53544804050000006 48.86568841230001 0.39382054430000007 0.39587138110000003 0.47883296910000012 36.728658719300007 43.631818398850008 0.53475943835000017 0.5398790455000001 0.41988263825000011 40.80591513400001 0.42114008565000011 0.54136103710000005 40.664404858950007 0.43401395170000007 40.890797847750008 41.066313126200008 38.625745710700009 0.57537199485000012 43.525909308350002 0.55677973715000018 0.44805544745000009 0.56719858685000013 0.41804137600000008 0.40301188585000008 0.4784437592000001 44.262924377150007 47.927946529500012 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 26 -6 -8 -9 -3 18 13 -13 -12 15 -15 -14 -18 -11 -17 21 -19 23 -23 25 -20 29 -7 -29 -1
right_child=1 9 -4 4 6 27 7 8 -10 10 11 12 16 14 -16 19 17 20 24 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00031193241299308342 -0.0020978639832113931 0.00055899107351059421 0.0014061098053657474 0.00057939510336647371 0.0002866889733050313 0.00038866287177875255 -0.00208743230851079 -0.0019422951721777665 0.0026947298032698516 0.00032740413313417859 0.0017238707560560066 0.0021686300247305244 0.0013480372249736489 -0.0010849360044020841 -0.0032967151250660161 0.00022918577287103404 -0.0031916788701664535 0.0008520172492500267 -0.00045385536963303341 -0.0019212207572404517 -0.0019649963969177587 -5.4782615940457382e-05 0.00063226577458577315 -0.0016344231745328756 -0.00017017808773481653 -0.0027865044991350072 -0.00082084045272442976 -0.0016696650475356008 0.00044013170614491746 -0.00012566852470133802
leaf_weight=39.268642892013304 2.498618540819737 16.49482183624059 1.040146407438441 5.3543329928070298 1.5084254578687231 160.63015096262097 4.9077767518465407 0.99871947261271976 0.63578420877456665 4.7772416218649587 1.9013657048344637 3.1505571552552309 4.4702862948179272 6.9706028271466556 0.89923086715862055 15.384903565980496 0.99111734936014073 8.1201474554836803 3.3536155195906741 1.0705646563728795 0.87790231927647155 4.7013647444546205 5.3732508514076471 2.4926383248530328 3.7522111204452813 2.5425928957993165 4.3165801120921961 2.0174502795562139 2.651762381196022 29.366319255903363
leaf_count=469 90 71 52 28 20 849 140 148 1 42 5 12 28 96 16 128 24 37 50 416 363 33 198 37 23 45 31 43 16 523
internal_value=0.000187559 -9.61528e-06 -0.000632424 -0.00076575 -0.000517452 0.000273851 -0.00124694 -0.00160054 -0.000138599 0.00011123 6.95537e-06 0.000144921 0.000462413 -0.000220396 -0.000372368 -0.000260114 0.000263516 4.85825e-05 -0.000532486 8.9284e-05 0.000197501 0.00028927 -7.43405e-05 -0.00060211 -0.000958245 -0.00145975 6.87513e-05 0.000364367 -0.000471459 0.000124699
internal_weight=342.519 104.268 16.9438 15.9037 13.405 238.251 8.05071 6.54228 1.6345 87.3244 70.8296 56.4039 30.1773 26.2267 24.3253 23.4261 27.0267 22.5564 14.4257 16.4555 21.5653 20.6874 12.5673 7.194 9.64842 5.89621 72.9515 165.299 4.66921 68.635
internal_count=4034 2103 479 427 337 1931 309 289 149 1624 1553 1393 732 661 656 640 720 692 160 544 668 305 268 70 118 95 1023 908 59 992
is_linear=0
shrinkage=0.00188464


Tree=516
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 0 1 1 2 2 0 2 1 2 2 2 2 2 0 1 1 2 1 1 2 2 2 1
split_gain=2.13014 2.34132 2.25443 1.88601 2.65829 2.19709 1.77719 1.58916 1.49792 1.25118 1.72285 1.23782 2.10263 1.48777 1.14123 1.12226 1.0897 2.20915 1.7821 2.52514 1.92202 1.49754 1.9174 2.76783 2.09062 3.1889 1.44816 2.55337 1.76681 1.19142
threshold=0.39072183470000005 0.47721625100000004 0.53544804050000006 0.39587138110000003 37.784765830350004 0.39476362980000007 41.385032804600009 0.52688542260000015 0.4662734648500001 0.34551360740000009 42.686561923500008 43.631818398850008 0.53158588065000012 36.728658719300007 0.39193437325000008 42.719328117250008 42.599563320500003 41.942745071500006 41.243661560350013 40.80591513400001 0.54228915300000013 0.44805544745000009 0.40509266190000009 39.952536079750011 0.4349121284000001 0.43639411995000005 39.458743938000005 40.206947806850003 39.110279783550006 0.43401395170000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 -6 16 -1 -11 13 -13 -5 -8 -12 17 18 19 20 -4 22 -22 24 -24 -26 28 -28 -23 -20
right_child=2 -3 8 11 5 -7 14 -9 -10 10 15 12 -14 -15 -16 -17 -18 -19 29 -21 21 26 23 -25 25 -27 27 -29 -30 -31
leaf_value=3.4375163578288978e-05 -0.0024736173725204507 0.00039501167602615499 0.00055721608966113727 -5.0697865017915918e-05 -0.00065039845475474607 0.0017515167640120889 0.00043590227530378845 0.0014635688184008956 -0.0012869142550712318 -0.0023748845130822389 0.0021406197318791223 -0.0019229228161782969 0.0015026001666919031 -0.0020988446291593035 -0.002256502906989952 -0.00068036109665109109 -0.00034802021349593495 0.00093360188481064049 -0.0015541094637497813 0.0010194204936824674 0.00096287871170489838 2.3530837723357226e-05 -0.0023730311674695611 2.9968965045675386e-05 0.0016465813954310354 -0.0022366937335612401 -0.002632929713197129 0.00043786231421642492 0.0018446605020432316 8.7808076632223933e-05
leaf_weight=43.765445241268026 1.426175183616581 197.38660050183535 14.789377391338347 1.6593197751790265 2.485993688926099 2.6502274870872498 0.7901245700195435 2.5676474049687386 2.6103031377715515 1.8987241514842015 0.63673406839370761 1.1775149785680699 1.3851202456280587 5.2308088077697903 1.913092271890491 2.3480361674446613 12.72130365797784 13.667821101844309 3.6378167085349551 10.853430192917584 2.274901367723948 5.2662312721367908 5.0525310556404275 6.3687318116426459 1.4327216902747753 1.578801854746416 1.5192275526933361 2.6210948340594769 2.9533604187890887 2.7611654652282596
leaf_count=699 23 1041 56 20 31 7 13 9 757 69 2 183 12 140 55 105 270 63 28 47 8 86 118 35 6 53 44 18 12 24
internal_value=0.000205842 0.000303739 -1.0382e-05 -0.000562017 -6.062e-05 0.000270054 -0.000236106 0.000423663 0.000119928 -6.65855e-05 -0.000971386 -0.00118968 -7.14064e-05 -0.0016056 -0.00146954 -7.85678e-05 0.000161898 0.000248647 9.54485e-05 0.000205517 4.09754e-06 -0.000277325 -0.000645254 -0.000898728 -0.00163218 -0.000389239 0.000220028 -0.000688918 0.000677876 -0.000845621
internal_weight=357.43 246.036 111.395 21.286 11.8333 10.4071 7.75686 5.05364 90.1088 48.6489 4.88349 9.45276 2.56264 6.89013 2.70322 2.98477 87.4985 74.7772 61.1094 54.7104 43.857 29.0676 16.7077 14.4328 8.06405 3.01152 12.3599 4.14032 8.21959 6.39898
internal_count=4034 1916 2118 493 138 115 108 40 1625 875 176 355 195 160 68 107 868 598 535 483 436 380 220 212 177 59 160 62 98 52
is_linear=0
shrinkage=0.00188464


Tree=517
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 1 1 2 1 2 0 0 0 0 2 0 0 2 2 2 0 2 1 1 1 2 2 2
split_gain=1.42332 1.62848 1.53058 2.12651 1.84551 1.23133 1.89215 1.85116 2.99877 2.47685 2.05896 2.21554 1.8831 1.97507 1.91097 3.12315 2.00361 1.15905 1.15383 3.2806 3.52142 2.5883 2.01674 2.01403 1.05381 1.04217 0.938105 2.21502 1.0176 1.54236
threshold=0.39072183470000005 0.47736594710000008 0.52770875125000016 39.110279783550006 42.360359531950003 40.636252116050009 40.316494640950005 0.34515433670000012 0.34494476210000008 41.436838994450007 0.37286308795000006 42.660927378600007 0.5017514446000001 0.49053920540000012 0.48537468940000006 0.48351845755000006 41.481306584950012 0.52453519355000011 0.48244064550000004 42.141702038450013 42.719328117250008 41.646178195200001 0.47883296910000012 42.141702038450013 0.4662734648500001 0.34554354660000003 0.34551360740000009 47.927946529500012 42.686561923500008 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 -2 17 6 -3 8 9 -7 12 -12 13 14 15 18 -16 -5 19 21 22 25 -21 -20 -4 -9 -1 28 -28 -30
right_child=2 5 24 4 -6 7 -8 10 -10 -11 11 -13 -14 -15 16 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4.0792233077692317e-05 -0.0025894395668360484 0.00037813664189748037 6.998482485440948e-05 0.0015209440579683098 -0.0020471067627855473 0.0010335133945176844 0.001199223438694086 0.00067571006876855622 -0.0017215394471793981 -0.00068332489565006141 -0.0019197806350243151 6.3103603614554887e-05 0.001303487842777866 -0.00044536242439475234 0.0018458085911381445 -0.0011049774258530566 0.00040059488738280921 -0.00053613356735255984 0.00010344539507329482 -0.00036712126340814809 0.00014437917127728086 0.0014123823588620449 -0.0029379592191623592 0.0019413008749341941 -0.0012099956666710026 -0.0004072441544498145 -0.0022854207632902212 0.0021805479313528448 0.0020868430629380759 -0.001129060813036201
leaf_weight=46.342153378238436 1.7925587356439781 70.434802766889334 96.541221152059734 1.7536877637030559 1.422331770416349 5.2351966649293882 11.090239249169825 6.3480632007122058 4.2522746538743368 6.3466542642563581 2.7863921578973514 6.213569956831634 6.9051544703543177 10.575308121740816 5.8852104730904085 5.181945636868476 7.3839735724031925 2.003313179127872 4.0006454363465291 1.8700676644220973 12.925002012401817 10.441070690751074 2.3518834561109543 4.1444786041975021 2.2470081779902094 5.8106482625007629 1.7909513582708303 0.78188371658325184 0.61366897821426425 2.9891536138020456
leaf_count=708 49 340 1052 20 186 18 48 22 27 35 25 59 46 60 31 37 28 54 15 20 72 41 26 52 757 24 69 2 2 109
internal_value=0.000160708 0.000238661 -1.81791e-05 -0.000854886 -0.000254559 0.000318194 0.000489833 0.000189415 -0.000394505 9.27157e-05 0.000289022 -0.000550798 0.000379192 0.000296216 0.000414426 0.000257628 0.00104158 0.000424066 0.000405063 0.000275235 -0.000334181 0.000737612 -0.00179923 0.0010386 4.08708e-05 0.000158166 -4.93556e-05 -0.000725825 -0.00114713 -0.000581296
internal_weight=348.461 242.7 105.76 6.97189 5.17933 190.183 81.525 108.658 15.8341 11.5819 92.8234 8.99996 83.8235 76.9183 66.343 53.0738 13.2692 3.757 47.8919 39.7467 17.147 22.5998 4.22195 8.14512 98.7882 12.1587 52.5178 6.17566 5.39377 3.60282
internal_count=4034 1916 2118 309 260 1026 388 638 80 53 558 84 474 428 368 309 59 74 272 205 118 87 46 67 1809 46 890 182 180 111
is_linear=0
shrinkage=0.00184769


Tree=518
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 1 1 1 0 2 2 0 0 2 0 2 0 1 2 2 1 2 2 2 0
split_gain=2.41988 2.853 2.59812 1.54198 3.0774 2.64552 3.70651 3.04376 2.03841 2.42127 1.47882 1.39015 1.35967 1.90297 1.34771 2.09264 2.24456 2.77841 1.8951 1.21783 1.04744 1.10544 1.70371 4.47074 2.28616 1.70909 1.60506 1.23433 1.64559 1.08215
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 0.34512439750000007 0.4662734648500001 0.34509445825000007 0.47604862130000009 40.413896136950008 41.289992964000007 0.47709649410000005 0.47700667645000011 44.756878345700009 0.47396784530000008 43.89540535710001 0.5398790455000001 0.41804137600000008 38.969453495950006 40.750688432250008 0.42114008565000011 40.890797847750008 41.827117825850003 42.233786329550007 0.54136103710000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 -5 6 7 -6 -7 -10 12 20 13 19 -12 -16 17 18 -17 -1 21 -3 23 -23 29 -26 -27 -28 -29 -24
right_child=1 11 -4 4 5 8 -8 -9 9 -11 14 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 24 -25 25 26 27 28 -30 -31
leaf_value=4.6191557048755456e-05 -0.0022053704427626502 0.00060509408533377979 0.0003859586039554102 0.003066637698644163 -0.0020602970136543151 -0.0019887750150959478 0.0013185836234886335 0.0010742067704106819 -0.0018227560942987928 0.00159329759144011 -0.0022700000459306684 -0.0012506996873967225 0.0017935498036957022 -0.0012490321481318104 0.0011114603678396072 -0.0019841879202251778 -0.0031262546017785816 0.0012392205921850743 0.00036088324476218572 0.001130230934280314 -0.00079339633828354606 0.00050954014240828455 0.0013892297488556993 -0.0021549493629955622 0.0014857871535449846 0.0013223984955236061 -0.00047295176021866189 0.0015022168757518328 8.2680114142147476e-05 -0.00025440586872040044
leaf_weight=30.555564869195223 1.8134963605552936 16.192423902451992 201.28917396627367 0.73706823587417858 3.0276406835764664 5.4407081007375364 3.9109790027141571 1.4426523074507711 1.2840214439202102 1.3346069557592271 1.3715439765364852 2.3001700223830985 1.4447678867727507 3.3049647361040106 2.2679252433590582 3.195764093892647 1.1418552156537769 2.150293156504631 1.6470116432756183 3.660066405311226 3.5674435975961378 4.452879185555501 1.3275255858898187 3.5853110644966364 4.9725002795457867 4.362647362053397 6.9367602439597276 3.4730278430506578 9.968334263423456 26.147721551940776
leaf_count=510 29 61 1056 1 93 140 15 6 183 12 48 757 4 28 60 113 12 13 56 31 190 34 4 38 16 19 51 17 85 352
internal_value=0.000200652 -2.40989e-05 0.000295428 -0.000647915 -0.00048349 -0.00064265 5.59367e-05 -0.00104873 -0.00136914 -8.17343e-05 -6.37167e-05 0.000111626 0.000102947 3.78491e-05 -0.000615264 -0.000397098 -0.000817667 -0.000440712 -0.00118664 0.000162152 0.000148498 0.000189768 8.66634e-05 -0.000678914 0.00019427 0.000535717 0.000344768 0.000135472 0.000449465 -0.00017499
internal_weight=358.307 106.278 252.029 18.9912 17.1777 16.4406 8.38127 4.47029 8.05934 2.61863 50.7398 87.2867 38.9654 37.5206 11.7744 10.4028 8.13492 6.99307 4.84278 34.2156 84.9866 81.4191 65.2267 8.03819 57.1885 29.7133 24.7408 20.3781 13.4414 27.4752
internal_count=4034 2103 1931 479 450 449 114 99 335 195 875 1624 573 569 302 254 194 182 169 541 867 677 616 72 544 188 172 153 102 356
is_linear=0
shrinkage=0.00177594


Tree=519
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 1 2 0 2 0 1 2 1 2 0 1 2 2 0 1 1 2 2 2 1 0 1 0
split_gain=2.75052 2.33642 2.01155 1.8326 2.51755 1.86504 1.51495 1.46009 1.29235 1.94807 1.50872 1.1854 1.14496 1.69299 1.11476 1.10265 1.17713 1.48368 1.9059 1.65289 2.38482 2.13014 2.08946 1.56972 0.985295 1.67224 1.6795 0.884035 1.53185 1.22664
threshold=0.39072183470000005 0.47721625100000004 0.53544804050000006 0.39587138110000003 37.784765830350004 0.39476362980000007 41.385032804600009 0.4662734648500001 43.631818398850008 0.53158588065000012 36.728658719300007 0.52688542260000015 0.34551360740000009 42.686561923500008 0.39193437325000008 43.89540535710001 0.5398790455000001 0.41988263825000011 41.178189531300006 40.750688432250008 0.54136103710000005 0.42114008565000011 0.43401395170000007 40.890797847750008 41.827117825850003 42.233786329550007 0.44805544745000009 0.52404119640000013 0.39019789825000006 0.50706565670000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -2 6 11 15 10 -10 -5 -6 -1 -14 -8 16 -4 18 -18 20 -19 -21 -22 -23 -25 -26 -27 28 29 -3
right_child=2 27 7 8 5 -7 14 -9 9 -11 -12 -13 13 -15 -16 -17 17 19 -20 21 22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=6.9831864033852457e-05 -0.0024720980479420542 0.00048723465414569499 0.00065312927539950996 1.1392737430758132e-05 -0.00054408215859470029 0.0017382258462813696 0.00047279636605260592 -0.0012954210508207315 -0.0019650893065586684 0.0015610773334649483 -0.0021439799500397802 0.0013624897416941704 -0.0023354063751507815 -6.458251734167094e-05 -0.0022848791169437195 -0.00090516956502365736 -0.00011958155069217058 0.0023484690156257743 -0.0019613992555816639 0.0019178372521313064 -0.001138983167725124 0.0013820189857236815 8.6987290757500812e-05 -0.00045470759948694429 0.0015386028875723279 -0.00065808245090774164 0.00089904983493575309 -0.00037481726294635149 0.0013291618007686553 4.5836835885898102e-05
leaf_weight=44.108722628909163 1.3883771169930721 159.04814301338047 16.252189010381699 1.5645811650902013 2.344543273560701 2.4704364240169525 0.79409567639231715 2.6837452968466087 1.0315227913088167 1.3196804542094467 5.1519285754766315 2.4795637130737305 1.8897366808960203 3.3891062785405666 1.7042788923718033 3.5471480554551809 8.9454389400780183 1.3393945097923303 2.7036930657923213 3.5422523170709637 7.388076679781082 4.339932024478915 16.862695934250951 7.3755537196993854 3.6198760233819476 5.8631959143094701 4.5430457834154367 4.8492587194778016 7.1533295828849068 27.252049250528216
leaf_count=699 23 813 61 20 31 7 13 757 183 12 140 9 69 107 55 191 71 3 30 11 98 19 231 51 17 60 25 36 23 169
internal_value=0.000230618 0.000342691 -2.34618e-05 -0.00057033 -4.95379e-05 0.000293917 -0.000193359 0.000100951 -0.00121251 1.40732e-05 -0.0016419 0.000435885 -3.14246e-05 -0.000877499 -0.00140837 0.000144364 0.00018934 7.60316e-05 -0.000547056 0.000208306 -0.000148593 0.000520188 -0.000286509 0.000327861 0.000114093 0.000413194 2.17137e-05 0.000435865 0.000456186 0.000422667
internal_weight=356.946 247.69 109.255 20.249 11.1813 9.79292 7.32248 89.0062 9.06771 2.3512 6.71651 4.82411 49.3876 5.27884 2.49837 86.3225 82.7753 66.5232 11.6491 54.874 25.5902 29.2839 24.2508 25.7416 21.4017 14.0261 10.4062 198.303 193.454 186.3
internal_count=4034 1916 2118 493 138 115 108 1625 355 195 160 40 875 176 68 868 677 616 101 515 332 183 329 172 153 102 85 1041 1005 982
is_linear=0
shrinkage=0.00192234


Tree=520
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 2 2 2 1 1 0 2 0 1 2 2 2 0 1 2 1 1 0 2 1 2 2 2
split_gain=1.87617 2.15588 1.81091 1.50791 2.58546 1.77989 1.82431 1.7505 1.49529 2.47806 2.04417 2.81949 2.44569 1.87031 1.5295 1.33249 1.41274 1.24176 2.15658 1.94014 1.70866 1.2545 1.61716 5.08566 1.6478 1.80416 1.78121 1.81059 1.73832 1.58399
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53475943835000017 0.4662734648500001 42.522337019050006 37.198331469900005 35.050303764500008 0.54386096225000014 0.45540552680000007 42.599563320500003 0.40509266190000009 0.41615520495000008 0.54136103710000005 40.80591513400001 0.44805544745000009 39.952536079750011 37.445036092900004 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 7 5 6 -5 -1 -2 -10 11 12 -11 -12 -15 17 -17 18 19 -3 -20 22 -19 -24 -25 26 27 28 -26 -28
right_child=1 15 -4 4 -6 -7 -8 -9 9 10 13 -13 -14 14 -16 16 -18 21 20 -21 -22 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=0.00015674709033966879 -0.0024130373528548385 0.0023857599606637255 0.00039394077295523726 -0.00068473534869543592 -0.0022690406998762068 0.0018576736055986381 0.00033390365512506729 0.0016599441113481445 0.0031092309786302998 -0.0022462762905966654 -0.0021530752084356402 0.0013038697642374652 0.0010552496822336555 -0.0010220514276294273 0.0027197516217294338 -0.0021829598939569718 0.0007909829535635883 0.001057662397831542 -0.0026907102014794835 -0.00051366451548658012 0.00034814568399373042 -0.00036891714475364073 -0.0028274874686716072 0.0011218005571455622 0.00069704911973517581 0.00055655411148960348 0.00093036657824812881 -1.4446187158544768e-05 -0.0019728000627500381 -0.00059248247769059441
leaf_weight=43.728127948008478 1.717110577039423 1.2292803227901448 176.21216672752053 15.940225314814606 2.3598380712792268 1.6266954541206349 11.73650338500738 3.1961407228372982 0.70439255237579246 2.5288727586157607 4.5434759150957689 3.5527562238276005 1.3092537224292753 1.3563990370603276 0.60837930440902699 1.9225639094074716 0.90236599370837201 9.6290104389190656 2.3854293347103526 3.1894392826361582 1.0136592743219806 12.226506089267785 2.070859025232493 8.0587440952658635 1.1533436328172699 23.00429455190897 7.0592638123780471 6.9649222381412983 5.0122782113030553 4.1815588006284088
leaf_count=472 29 3 908 436 40 5 54 16 1 93 140 15 6 194 1 479 278 30 48 74 18 269 25 24 8 125 59 35 87 62
internal_value=0.000192252 -2.65344e-05 0.000283549 3.60235e-05 -0.000294621 -0.000135619 -0.000252775 0.000259134 -0.000682208 -0.000478694 -0.000660526 4.51061e-05 -0.00112007 -0.00146185 0.000136571 9.23612e-05 -0.00123299 0.000135308 -0.00061029 0.00029295 -0.00178448 0.000208757 0.000313963 0.000189433 0.000302136 0.000162709 -0.000209044 -0.000699507 -0.00147338 0.00036387
internal_weight=361.124 106.324 254.8 78.5875 31.6633 29.3034 27.6767 46.9243 16.3206 14.6035 13.8991 7.39088 3.83813 6.50825 1.96478 90.0035 2.82493 87.1786 7.81781 4.41872 3.39909 79.3608 67.1343 57.5053 55.4344 47.3757 24.3714 13.1305 6.16562 11.2408
internal_count=4034 2103 1931 1023 535 495 490 488 479 450 449 114 99 335 195 1624 757 867 143 77 66 724 455 425 400 376 251 130 95 121
is_linear=0
shrinkage=0.00196078


Tree=521
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 0 0 0 2 0 0 0 2 2 2 1 1 0 2 2 0 2 2 0 2 2 1 1 1 2
split_gain=0.285326 0.984904 1.96503 1.30032 0.621358 0.592161 3.09939 2.13841 1.2879 1.10429 1.16047 1.62022 1.59531 1.41494 1.71539 3.2215 1.26854 1.26772 0.907817 0.813693 0.734584 2.23049 1.27447 1.19282 1.03647 0.618071 0.585505 6.25508 1.11856 1.2777
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 36.620308449100001 0.5216909673500002 0.51675099550000014 0.5231430197000001 39.952536079750011 0.51505942935000004 0.50706565670000014 0.50278434775000014 39.952536079750011 37.038444968100009 38.400997490450003 0.36204005870000006 0.37668033890000002 0.4778150355000001 41.872294782850005 38.903925214650009 0.48537468940000006 41.319407281650008 40.280372415600006 0.48386275860000011 42.006870117350005 42.558389508100007 0.34560342505000002 0.34551360740000009 0.34542378970000004 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 9 -7 -9 10 11 13 -12 -6 17 19 -14 -15 -13 -16 23 22 -22 26 -23 -26 27 28 29 -21
right_child=1 -3 3 -5 5 7 -8 8 -10 -11 12 18 16 14 15 -17 -18 -19 -20 20 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0098806249106908207 -0.060824902423421971 0.00017733697287333706 0.022150080132684703 -0.043953106903817346 -0.031092135635872868 0.030295766890231213 -0.03305009364099399 -0.023537099433476514 0.015422744717775006 0.02812972321112173 -0.050100517494773011 0.0073521314565568041 -0.024543828118699509 0.0012962982297657394 -0.021010605123148576 -0.044686426106808924 0.020221217630070211 0.036165307333697133 0.036579432657877116 0.004833211682296959 0.0023061685784200444 -0.016369488659232004 0.037681382087166704 -0.022603481438129291 0.016872679629839519 -0.0029450790572435308 0.0062785691146293766 -0.05762179909164232 0.018402462182879723 -0.0072448207071102054
leaf_weight=17.002756963309366 1.4540712025336682 85.039874614365544 1.7097567702876406 0.78471184536465433 2.4403002629987887 5.3855837602168304 4.7643214419949791 3.466568186879158 2.7503054253757 2.8141496470198026 1.8234895728528489 4.1170927416533223 2.3871076260693371 3.3163578589446834 2.8694335203617802 2.7975542496424159 2.1973752174526453 4.3649089001119137 3.6006578169763088 41.177988849929534 2.7177927270531672 5.1805001720786121 5.7040999233722687 3.9359897524118415 5.4687859974801523 5.927245669066906 29.880531999282539 3.3416863828897467 6.7060831813141695 25.717601134965662
leaf_count=246 44 1896 96 82 21 21 40 19 25 12 24 28 36 46 20 58 15 29 31 290 23 32 47 28 24 29 302 32 41 397
internal_value=0.00121909 -0.00078642 -0.0215429 0.00135529 0.00210322 0.00138786 0.000765167 0.0106861 -0.00630151 0.00172137 0.00127279 0.0019865 -0.0164659 0.00101882 0.00154436 0.000481643 -0.00308762 0.0211107 0.0209879 0.00139315 0.00186668 0.00844936 0.0262656 0.000380976 -0.000602374 0.00656517 0.00122785 -0.000733566 0.00184929 0.000189886
internal_weight=290.845 88.9884 3.94854 2.49447 201.856 184.854 173.251 11.6025 6.21687 168.487 165.673 159.265 6.40797 151.547 149.107 141.425 4.58448 7.68127 7.71775 138.628 135.758 24.9984 8.42189 110.76 16.5765 11.396 106.824 76.9434 73.6017 66.8956
internal_count=4034 2118 222 178 1916 1670 1605 65 44 1565 1553 1478 75 1419 1398 1323 51 75 59 1265 1245 155 70 1090 85 53 1062 760 728 687
is_linear=0
shrinkage=0.0425139


Tree=522
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 2 0 0 2 0 0 2 1 1 2 2 0 2 0 0 0 0 0 2 0 0 2 0
split_gain=2.05631 3.23036 1.98593 2.10689 1.61446 3.2214 1.46079 1.52168 1.73543 2.34689 1.84621 2.85303 1.37476 1.32071 1.87701 1.30416 1.19001 1.1618 1.14695 2.31962 1.95094 1.13932 1.13406 4.18263 1.18156 1.91956 2.66108 2.59521 2.40293 1.80579
threshold=0.37078231190000005 0.47883296910000012 0.50278434775000014 0.36491422415000008 41.942745071500006 47.927946529500012 42.434124620650003 45.048573272350005 0.4778150355000001 0.47769527860000011 42.719328117250008 0.46989611090000011 0.49485045360000007 44.756878345700009 0.34219035360000005 0.4662734648500001 43.680097826700013 48.96897326980001 0.53866650695000018 47.927946529500012 0.54386096225000014 0.42569084760000003 0.51191581090000016 0.5054040298000001 0.5231430197000001 38.244973486750006 0.52863686715000002 0.52925062125000011 36.124181380200007 0.53928026105000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 21 6 -6 8 9 10 -8 13 -2 14 -12 16 22 -7 19 -18 -20 -1 23 -14 -24 26 28 -28 -26 -29
right_child=12 2 -4 -5 5 17 7 -9 -10 -11 11 -13 15 -15 -16 -17 18 -19 20 -21 -22 -23 24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0011087325587287025 -0.0024008257202734035 0.00050288569985563092 0.0012666904905298752 -0.00055401733480990481 -0.0022591504282707458 0.0010348302172305953 0.00047197688074394537 -0.0020446153483046877 -0.0022062816488391101 0.0019111404399993696 -0.0021241178842197283 -0.0021597701046653303 0.00070203353120646078 0.0015440289214207654 0.0015296755054331186 -0.0013078107656534395 -0.0022853026770911495 -0.00015662658333421821 0.0010315391535061118 5.7269348322351516e-05 -0.0011801238665790042 0.00031629335637212006 0.00054404695488824461 -0.0023673762738437025 -0.00024730621457408461 0.00019555245411792438 0.0017871774472142297 -0.0020007234727320465 -0.0034908193303995957 -0.00014273292671494102
leaf_weight=2.1760966835427089 0.85703592572826792 109.24867936596274 11.684817042201756 7.4449492245912543 2.1796205879654762 6.4563558772206289 4.8694494613446331 2.3383196741342536 1.7274046055972565 1.7622135728597648 1.4074706796091057 4.0336077539250255 3.708389193750917 1.5290350560098884 0.82358346949331451 2.602839685016078 3.0470479512587172 5.6895535215735435 3.4646409340202808 3.205078280181624 2.5651100483955815 43.881418315228075 23.842296157963574 2.9422178638633341 1.5449624946340947 83.32636746019125 2.2078959494829169 2.3290605535730711 1.8604691363871095 11.368211120367048
leaf_count=240 32 543 64 43 65 20 40 96 28 5 95 103 20 9 23 757 181 34 18 71 179 262 114 50 14 654 7 32 30 205
internal_value=0.000199195 0.000322998 0.000511114 0.000435456 1.68127e-05 -0.000309008 -0.00077069 -0.000595239 -0.000385423 -0.000167379 -0.000456628 -0.00103681 2.68432e-05 0.00016783 -0.000775337 4.08999e-05 6.50416e-05 0.000476712 -0.000507505 -0.00108441 9.06779e-05 0.000248965 0.000117862 -0.000655868 0.000158546 6.89957e-05 -0.000477104 -0.000146903 -0.00201932 -0.000458662
internal_weight=356.124 207.253 128.378 116.694 78.8741 32.8166 20.6707 18.4911 16.1528 14.4254 12.6631 7.7937 148.872 3.76009 2.23105 148.015 145.412 12.1459 12.2819 6.25213 6.02975 46.0575 133.13 6.65061 126.479 102.637 19.3106 15.9052 3.40543 13.6973
internal_count=4034 1670 650 586 1020 518 464 399 303 275 270 230 2364 127 118 2332 1575 54 449 252 197 502 1126 70 1056 942 288 244 44 237
is_linear=0
shrinkage=0.00192234


Tree=523
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 1 2 2 0 1 0 2 0 1 0 0 2 1 1 2 0 0 2 2 2 2 0 0
split_gain=1.72695 3.11978 2.03686 1.85117 5.65482 2.01292 4.32079 4.20261 3.0724 1.91037 1.7904 2.62804 1.49727 1.49661 1.40217 2.60152 1.3079 4.46261 1.29759 1.26383 2.57588 1.25205 2.29143 1.84797 2.28978 1.75118 1.28724 2.52749 1.5728 1.88648
threshold=0.37078231190000005 0.50278434775000014 0.47883296910000012 0.35374689380000007 38.625745710700009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 41.919251152600005 0.47943175355000006 0.34587287805000005 0.49485045360000007 43.680097826700013 0.48537468940000006 0.34554354660000003 0.51191581090000016 0.5054040298000001 40.280372415600006 0.39091643965000006 0.39382054430000007 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 42.719328117250008 42.67709657435001 0.46989611090000011 0.45798030000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 5 -5 14 7 8 9 -7 -8 -12 -2 16 15 -4 17 -14 -16 -18 -21 25 23 24 26 -1 27 -23 29 -28
right_child=12 -3 3 4 -6 6 10 -9 -10 -11 11 -13 13 -15 18 -17 19 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00010001421224482082 -0.0025972144565871154 0.0012498496479893383 0.00097927791447139203 0.00058860665753075574 -0.0016045987973745018 0.00018099594375026287 0.0019145967594275226 -0.0016842753722446696 0.0010165261744706311 -0.001257373415910984 0.0013500524937154089 0.00016592628183003533 0.00073822983609555203 -0.00059917018027305581 0.00053115987604785558 -0.00046110935452474687 0.00046630881757596642 -0.0023876451410465467 0.0019124053659169899 -0.0020907619546548422 7.5550562589921704e-05 -0.00069075781646866987 -0.002196192791133133 0.001837393768948047 0.00037865029589416905 0.0015895917663295083 -0.0012795875191082516 0.0020705871375219544 -0.0021569418694778876 0.0012321151928198491
leaf_weight=42.841561176115647 0.80122721282532339 11.923023149371145 18.168325453996662 13.003278255462648 6.5238649509847155 7.9535914063453728 4.317676678299903 5.9978046864271155 8.7672800719737989 5.9760144427418709 10.803644828498365 19.298321470618248 3.6026960620656601 12.476049955352208 3.8383425474166852 6.2200895473361006 32.720372002571821 3.1752193728461862 7.2809363007545471 2.0735124852508298 93.117878588440362 6.2233572253026166 2.177546431310474 1.6284600794315327 11.882524922490118 3.1295673293061546 3.737838503206147 1.5250978022813795 3.8016638001427054 1.5688347574323414
leaf_count=471 32 64 65 64 50 34 21 45 33 35 72 78 20 681 21 25 141 50 43 80 1360 105 40 5 54 16 206 4 106 13
internal_value=0.00018236 0.000295039 0.000237153 0.000396635 -0.000144126 0.000503706 0.000297712 -0.000253158 0.000125024 -0.000436087 0.000756957 0.000590911 2.35172e-05 3.77855e-05 0.000869856 0.000611918 9.67855e-05 -0.000726135 0.0014356 0.000140391 2.83627e-05 -2.83033e-06 -0.000291339 -0.00015475 -0.000267631 0.00020142 -0.000723202 -0.000147253 -0.00121316 -0.000537042
internal_weight=356.556 208.589 196.666 118.149 19.5271 98.622 63.1143 28.6947 22.6969 13.9296 34.4196 30.102 147.967 147.166 35.5077 24.3884 134.69 6.77792 11.1193 127.912 95.1914 78.5165 32.5453 30.3678 28.7393 45.9711 16.8568 7.74846 9.10834 5.30667
internal_count=4034 1670 1606 586 114 472 318 147 102 69 171 150 2364 2332 154 90 1651 70 64 1581 1440 1020 533 493 488 487 434 109 325 219
is_linear=0
shrinkage=0.00192234


Tree=524
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 0 2 2 2 0 0 0 0 2 1 2 2 0 0 1 2 0 0 0 2 0 2 0 2 1
split_gain=2.10676 3.3662 1.85683 2.93444 2.4172 3.09109 1.91512 1.52635 1.63647 2.2305 1.3262 1.57212 1.30324 2.42714 2.41919 2.12326 1.2913 1.28059 2.80891 2.82006 1.48228 1.25752 1.2473 1.46979 2.74164 1.94443 1.41877 2.47094 1.85404 1.21081
threshold=0.37078231190000005 0.50278434775000014 41.827117825850003 0.48068920095000006 42.686561923500008 0.47916230050000003 41.942745071500006 42.719328117250008 47.927946529500012 0.47769527860000011 0.46989611090000011 0.45798030000000006 0.48351845755000006 43.272784938550004 0.34542378970000004 42.779078631750004 41.535369675400013 0.51191581090000016 0.5054040298000001 0.37473428940000003 43.89540535710001 0.37331217625000007 0.5231430197000001 0.5223196910500002 36.79544512155001 0.51675099550000014 38.244973486750006 0.52366695610000014 37.828051409500013 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 6 -4 -6 9 10 11 21 14 15 -5 -14 -1 18 19 -2 22 -9 23 24 -19 -26 27 -24 -29 -28
right_child=17 -3 3 12 7 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 20 -20 -21 -22 -23 26 -25 25 -27 29 28 -30 -31
leaf_value=0.00035318599766398501 0.001365867685090261 0.0014152304163412969 0.00096894178206738532 -0.00029354435762822111 0.0020309302808776907 -0.0034039211766112624 -0.0012536194137764576 0.00080174327434675652 0.00043181099636241903 0.00021719169024155891 -0.0023113461400014975 0.0011206013956029605 0.00016372305080025273 0.0014437595476241272 0.0014152632888898946 -0.0015990169983599489 0.0010033638516956671 0.0015889641810984591 -0.0020237169098945521 -0.0018674384190135466 -0.00090157845980847081 -0.0022048173475065487 -0.0044732391445581922 0.0014554648104107915 0.00064160583742082556 -0.00093299329813119293 0.0015096140107489031 -0.00015023245576273463 -0.0024508196804773085 8.3767191788848352e-05
leaf_weight=100.67409496440087 3.4987912289798242 11.972934342920778 2.3308071945793909 5.2841742485761669 1.4491003006696725 2.2396737933158866 6.1824876335449517 0.81030647829175206 11.47847158461809 7.5774036906659594 3.5732603166252375 1.5265949815511701 10.849405325949194 4.4039471596479407 11.465829834342001 4.1149307861924163 15.373128475621341 4.938929256051785 4.1287375789834186 1.7753413280006496 6.6163998190313569 2.4252558189909905 0.65937688946724193 5.8062667697668067 6.2246375763788802 7.610215662047267 2.68090996146202 16.97598075072165 1.6808484440552991 86.413376391748898
leaf_count=747 13 64 21 23 4 23 114 11 54 42 106 13 48 17 80 30 78 21 68 62 602 195 5 22 24 49 8 438 58 994
internal_value=0.000202249 0.000340351 0.000273238 1.86808e-05 -0.000374213 -0.00121973 -0.000645117 -5.89668e-05 -0.00016953 -0.000603298 -0.00134917 -0.000627212 0.000449377 8.02701e-05 0.000876181 -0.000321 0.000439317 1.34315e-05 -0.000732952 0.000277495 6.37022e-05 -0.00145186 0.000111726 0.000536699 0.000252547 -0.000224543 1.53712e-05 -0.000497994 -0.000357499 0.000126672
internal_weight=352.742 203.732 191.759 75.7116 39.5934 10.753 8.51329 28.8404 27.3913 15.9128 8.33542 4.76216 36.1183 19.3683 16.75 14.9643 116.047 149.01 9.40287 5.27413 139.607 3.23556 132.991 24.58 18.7738 13.8349 108.41 19.3162 18.6568 89.0943
internal_count=4034 1670 1606 781 583 158 135 425 421 367 325 219 198 95 103 78 825 2364 143 75 2221 206 1619 116 94 73 1503 501 496 1002
is_linear=0
shrinkage=0.0020895


Tree=525
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 2 2 0 2 1 1 0 0 1 0 2 1 2 1 0 2 2 2 2 2 2 1 1
split_gain=2.05759 2.68423 1.76008 1.31435 1.12505 1.40987 2.53476 1.12231 2.47561 1.70316 1.24117 1.95543 5.93719 1.77581 1.41907 1.60666 1.31914 1.66093 2.01048 2.91701 1.57838 3.18182 1.4327 2.81126 1.30963 1.30854 1.67528 1.27956 1.14525 1.03857
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 0.4662734648500001 48.86568841230001 0.39382054430000007 0.39587138110000003 36.728658719300007 35.050303764500008 0.54386096225000014 42.599563320500003 0.40509266190000009 0.41615520495000008 0.53866650695000018 0.55769288345000012 0.44805544745000009 0.54136103710000005 40.80591513400001 0.44805544745000009 39.952536079750011 0.42209814075000007 0.54562737640000014 39.458743938000005 40.206947806850003 40.890797847750008 41.827117825850003 41.243661560350013 39.110279783550006 0.45107930900000009 0.34452561300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 29 7 5 -2 -7 8 9 -3 11 -9 -13 -12 -15 -16 -14 18 19 20 -18 -22 27 -24 -19 26 -26 -20 -17 -1
right_child=1 3 -4 -5 -6 6 -8 10 -10 -11 13 12 16 14 15 28 17 24 22 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00019329059218597527 -0.0021435541170422832 0.0022689330154966221 0.00039139850962939098 -0.0012218809663350502 0.001231127225004489 0.00045022739141422507 -0.0012670119488127443 0.0011081301711371005 -0.0025135170091069182 -0.00059633437458394124 -0.0028211084025569801 -0.0028203455451374982 0.0010342327806701201 0.00034506740321861774 -0.0022528911236971887 0.0010559359207487277 -0.0032035510444592616 0.0014676015291420067 0.00028530636237485591 0.00021472983437275777 0.0011587390908772259 -0.0021665370930400579 -0.0026244983141803014 0.00068514551523050536 0.0004714034443825368 0.00085247454152510534 -0.0012285948990341257 0.0018931380886677452 -0.0021040596127025941 -0.00038065009464136095
leaf_weight=33.040993936592713 2.5690214000642326 1.0709309279918664 197.35688514122739 2.6100327635067506 1.032373706344514 5.2544285999611011 8.031677194638176 10.032074749469755 1.8176895629148928 2.6979565179208294 0.97152337525039811 2.3255975281354031 8.0529018938541395 8.1194560606963915 2.0384563353145486 1.4791893872898074 1.6696981210261599 4.7417588531971004 4.6390978698618692 6.7518666721880436 1.6160929724574087 3.1090548578649759 1.4657151945866642 2.6872361395508051 5.5575787909328955 8.9668437028303725 3.4857108695432544 3.019736613612622 0.59402820223476727 17.99717241252074
leaf_count=503 90 3 1041 757 52 28 309 30 45 74 14 30 25 72 91 10 20 20 55 35 6 76 44 18 26 46 33 12 82 387
internal_value=0.000213294 -1.03715e-05 0.000309109 0.000122238 -0.000713332 -0.000839942 -0.000587873 0.000162604 -0.000670859 0.000217833 0.000219859 0.00032441 0.00018906 -0.000319585 -0.000120888 -0.00104103 0.000314566 0.000193096 -0.000149355 -0.000666508 -0.00159694 -0.00102923 0.000426246 -0.000482938 0.000568759 0.00033211 -0.000183856 0.000919245 0.000150519 -9.09343e-06
internal_weight=354.803 106.408 248.395 89.5202 16.8875 15.8551 13.2861 86.9102 5.58658 3.76889 81.3236 68.121 58.0889 13.2027 12.2311 4.11167 55.7633 47.7104 24.9585 13.1467 6.39485 4.72515 11.8118 4.15295 22.7519 18.0101 9.04329 7.65883 2.07322 51.0382
internal_count=4034 2103 1931 1624 479 427 337 867 122 77 745 476 446 269 255 183 416 391 266 137 102 82 129 62 125 105 59 67 92 890
is_linear=0
shrinkage=0.00192234


Tree=526
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 2 1 0 1 1 2 2 2 1 2 1 0 0 1 1 1 0 0 1 0 2 2 0 1
split_gain=0.303025 1.75602 1.01558 0.971815 1.82957 0.845289 0.726414 1.46805 1.63978 0.708263 0.768167 0.888369 0.887087 0.665835 0.61947 1.00574 1.36936 1.21893 1.19711 1.58973 0.619084 1.08161 1.07777 1.01375 1.11573 0.776034 0.683322 1.96365 1.23935 0.759809
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 43.89540535710001 0.37413550490000008 0.51505942935000004 0.38780276035000005 0.39193437325000008 48.96897326980001 50.205949521800008 43.308802343500005 0.36533337325000009 36.491284729650012 0.36204005870000006 0.49949103320000005 0.49336846205000007 0.34398670700000006 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.53544804050000006 0.39900002995000006 0.52005927965000021 36.728658719300007 35.050303764500008 0.54386096225000014 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -2 -5 7 -4 -9 -8 -11 -12 -13 -6 15 18 17 -17 19 -1 25 -22 -23 24 -24 -10 27 28 -25 -28
right_child=2 -3 6 5 13 -7 9 8 20 10 11 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 23 26 -26 -27 29 -29 -30 -31
leaf_value=0.019816696297523369 0.023532235671310662 0.033351766747006746 -0.065801019575287584 -0.052077107958853591 -0.063999029366784282 -0.013234178053410926 -0.054389977934975707 0.05190131751613327 -0.0049298316043182551 0.01527495861327903 -0.049523046722900053 0.032090007847663103 -0.046887734053415675 -0.00093097018502614386 -0.011562184698358789 0.0017397387863021688 -0.028915709424332917 0.029059693844158102 0.036624496575537617 -0.045822178148208062 -0.032420109136595529 0.020688910399707626 -0.0071106675071257175 0.051336686361726336 -0.050635514918518004 0.017920872713954716 0.013961327013428381 -0.058026094377072748 -0.012554922586593886 0.00095391523181853491
leaf_weight=2.5234919815266035 2.6418865509331209 3.7345593497157088 0.65568681061267753 1.9197406591847537 0.88953877608582821 2.8392884144268464 0.81657916493713756 1.3328271210193623 4.5282290391623965 1.6904021790251134 1.338690584045253 0.80049453952233285 0.45657159996335395 0.55618712404975668 6.6108544195303685 144.18465377908433 2.9161411455133921 3.4177967924624673 3.7818277105689049 1.0759306757681768 2.0408414006233206 5.2822388936765483 14.350528137059881 0.86699073016643469 1.3142941392725322 9.2342929393053037 10.976873449981211 1.469143250462366 2.1845991291411337 56.104944738821359
leaf_count=101 13 30 7 44 24 37 27 4 23 11 319 43 200 38 42 1331 40 39 22 65 14 33 242 3 39 43 41 88 196 875
internal_value=0.00144277 0.00269353 -0.000250315 -0.0150145 0.00115522 -0.028903 0.000881085 0.00165237 0.0020556 -0.0157971 -0.00844461 -0.0238912 0.00340497 -0.039736 0.00199755 0.00256526 0.00176617 0.00237234 0.0188604 0.000196083 0.00144245 0.00013882 0.000856788 -0.000343638 -0.0107624 0.0104024 0.00193573 -0.0150789 0.0055974 0.00308237
internal_weight=292.536 168.245 124.291 8.84664 4.08761 4.75903 115.444 110.341 109.686 5.10274 4.28616 2.59576 1.25707 1.44573 164.511 157.9 150.519 147.602 7.38125 3.59942 108.353 94.5905 92.5496 87.2674 15.6648 13.7625 71.6026 4.52073 3.05159 67.0818
internal_count=4034 1670 2364 156 75 81 2208 1608 1601 600 573 562 243 62 1640 1598 1410 1370 188 166 1597 1531 1517 1484 281 66 1203 287 199 916
is_linear=0
shrinkage=0.0452143


Tree=527
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 0 0 1 0 1 2 2 1 0 0 1 2 0 1 0 0 2 1 1 1 0 0 1 2
split_gain=0.284787 0.388477 0.480918 0.45629 0.341439 0.247882 0.66569 0.606912 0.452648 1.74555 1.1256 1.28311 0.557988 0.905392 0.54362 0.464102 2.75913 1.17141 0.80941 2.30658 1.55573 1.32295 2.10386 2.0658 0.776828 2.25172 0.74965 0.66965 1.3827 1.47068
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 42.402981339000007 42.536568606950006 0.47721625100000004 0.47709649410000005 0.47754558250000007 0.34512439750000007 0.47943175355000006 0.34527409360000011 41.50623664750001 40.720231579350006 0.34479506600000004 0.47808448850000007 0.47943175355000006 0.34560342505000002 42.141702038450013 0.48537468940000006 0.34587287805000005 0.48351845755000006 0.48244064550000004 42.141702038450013 0.34545372890000009 0.34569324270000007 0.34584293880000011 0.48797940185000005 0.49336846205000007 0.35862698720000002 41.975471476700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 -7 9 14 11 -10 -11 -14 -9 16 -12 -18 20 -20 21 23 -23 -17 -25 -26 -21 -28 29 -29
right_child=1 2 3 4 -6 7 -8 8 10 12 15 -13 13 -15 -16 18 17 -19 19 26 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.00032647282404950015 -0.03973917845615807 0.039637898735394923 -0.043086029620064963 0.01434311888693107 -0.039520663677998072 0.014777795014850402 -0.021397651750524303 -0.0094865765998942749 0.030432464818597106 0.013494595158522615 -0.011206698688246711 0.0029925222049755795 0.0081746540231238344 -0.015197633812364008 -0.031246705035421606 0.012461093856384145 0.034974391183117258 0.0052885428103406004 0.028896763340989239 0.01674680879592999 -0.024159026633830929 -0.0019147178893723403 0.040774992129138259 -0.027632265062511943 0.013560497759038899 -0.024488801777085886 -0.011175906363702347 0.040716869081778816 0.00040022881166679397 0.0036262253670958982
leaf_weight=36.545735747014987 0.59539902427786673 0.33010684233158816 0.50653694148058992 0.81066460348665692 0.23339173609565478 5.3523315954953423 2.4644439220428458 3.6480280533432987 4.4637444764375669 5.5060691945254794 6.5145610012114039 6.3672256246209145 5.8881061971187574 4.5048565939068794 3.4302347488701344 6.3065054677426877 4.980303578078745 3.4751546215265989 4.7573744505643836 4.6103296891669734 5.3266688510775557 5.2408280819654456 2.6901891902089119 4.6658632829785338 4.1932123526930791 5.5848307347623631 6.992321334197185 2.7422134131193152 137.39440936883329 4.1185518465936184
leaf_count=865 434 5 146 11 324 30 17 18 19 23 39 31 29 21 24 37 30 34 25 36 42 23 52 26 15 32 44 41 1530 31
internal_value=0.00113666 -0.0121146 -0.0033691 -0.0125249 0.00230223 0.00125069 -0.00165763 0.00170678 0.00141935 -0.00382197 0.00196571 0.0143013 0.00339469 -0.00195612 -0.0200319 0.00132825 0.00798629 0.0227736 0.000816132 0.0019806 -0.00468346 -0.00106649 0.0125656 -0.0062768 -0.0144581 -0.00817175 0.00115901 0.000683865 0.00125873 0.0184512
internal_weight=290.24 2.4761 1.8807 1.55059 1.04406 287.764 39.0102 248.754 243.402 22.9773 220.424 10.831 15.899 10.393 7.07826 209.593 14.97 8.45546 194.623 160.615 34.0081 28.6814 7.93102 20.7504 14.4439 9.77804 155.858 151.247 144.255 6.86077
internal_count=4034 920 486 481 335 3114 882 2232 2202 115 2087 50 73 50 42 2037 103 64 1934 1707 227 185 75 110 73 47 1682 1646 1602 72
is_linear=0
shrinkage=0.0392411


Tree=528
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 1 2 0 0 2 0 0 0 2 2 0 2 1 0 0 0 2 2 1 0 1 1 0 2
split_gain=0.247128 0.35723 0.418317 0.42322 0.278141 0.242642 0.648516 0.236913 0.70965 2.31946 1.26008 1.16587 0.886756 2.48293 0.707994 1.30306 1.1641 0.95493 0.675884 0.919988 1.55966 0.875606 0.670101 0.61798 1.33234 0.61012 0.931686 1.68091 1.53385 1.42866
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.59897907245000015 0.59734738480000016 0.46112391845000006 42.141702038450013 0.47997065955000012 0.4778150355000001 42.753078181500008 0.47769527860000011 0.52507409960000018 0.53158588065000012 47.927946529500012 42.719328117250008 0.46989611090000011 45.048573272350005 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.55609113500000007 43.572676689450006 42.006870117350005 0.34641178410000012 0.57152480465000022 0.39542229275000007 0.39408999735000005 0.53544804050000006 36.728658719300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 6 -5 23 9 11 -11 14 -10 -14 15 -9 17 22 19 20 -15 -21 -17 25 -25 26 27 -1 29 -28
right_child=1 2 3 4 -6 -7 -8 8 12 10 -12 -13 13 18 -16 16 -18 -19 -20 21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0020677791400777585 -0.040468413394285578 0.039053543011643536 -0.046167565140538352 0.043070707277680247 -0.040434646584177641 0.042522725201939858 -0.042025933935747863 0.0057662955553913738 0.0060670410860649638 -0.056002133051829821 -0.015257314745906076 0.036102363969024456 -0.048993570374479586 -0.007380541329632285 0.0050337421582871862 -0.041687896125129742 -0.043501537703364894 -0.041630695329535269 0.015806377343406487 -0.046355727820278844 0.026157856465742729 -0.0081329341833659523 0.015579912053099356 -0.0079654458358373488 0.025706547933702042 0.017068489132146147 0.0072148050099424248 0.029211262659071126 -0.0014693193951308586 -0.043301407173656437
leaf_weight=139.17500505800854 0.53934658745856667 0.30856658425182093 0.41948713931196824 0.26332214358262696 0.20555127714760602 0.27281302190385759 0.31464447626785841 4.7287303774501286 33.063102906540735 1.8760155127383757 3.4479543026536703 1.3318386897444714 1.8292661407467701 7.0562248951755482 10.111647583544253 0.39094292273512188 2.4473564941436052 0.92584736132994283 3.4590996049228115 1.2704409139696498 3.2379755824804306 3.9176391635264736 2.001515805022791 3.0476745550404294 4.9135912302881479 3.9224541666917494 1.323107415344565 3.7503300653770557 46.347068544942886 2.7769754321343498
leaf_count=1171 434 5 50 3 329 5 94 65 342 36 31 5 172 67 54 70 106 92 83 45 13 88 59 22 30 44 20 15 379 105
internal_value=0.00105919 -0.0119355 -0.00331121 -0.0121689 0.00133254 0.0114236 -0.00325582 0.00116464 -0.000666194 -0.00592549 -0.0296146 -0.000176516 0.00199716 -0.00448136 -0.00252134 -0.00980088 -0.0225684 -0.00712949 -0.000182592 -0.0037549 0.00316875 -0.0174928 0.00622199 0.00188799 0.0128165 0.001447 0.00113013 0.00278002 -0.0035443 -0.0269997
internal_weight=288.676 2.32373 1.78438 1.47582 1.05633 0.85078 0.577967 286.352 81.0956 27.2618 5.32397 21.9379 53.8337 20.7706 20.606 10.4944 5.76566 3.31831 18.9414 15.4823 10.2942 5.18808 2.39246 205.256 7.96127 197.295 193.372 142.925 50.4472 4.10008
internal_count=4034 920 486 481 431 102 97 3114 1328 518 67 451 810 468 446 392 327 221 296 213 80 133 129 1786 52 1734 1690 1186 504 125
is_linear=0
shrinkage=0.0400087


Tree=529
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 2 2 0 1 1 0 1 2 1 2 0 2 1 0 2 0 2 2 0 1 1 0 0
split_gain=1.22345 2.12353 1.61839 1.32129 1.24004 1.59767 2.81204 1.08032 2.19294 1.46977 1.18366 6.6318 1.23101 1.4591 1.04131 1.96703 0.994746 1.70583 0.953074 2.67484 1.85162 1.21727 0.977791 1.89958 2.60985 1.9925 1.73827 2.43358 1.25423 1.24177
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 43.89540535710001 48.86568841230001 0.39382054430000007 0.39587138110000003 36.728658719300007 35.050303764500008 0.54386096225000014 0.40509266190000009 0.41615520495000008 0.54499865270000014 0.41911918805000009 40.636252116050009 0.41853537320000006 36.728658719300007 0.53475943835000017 38.625745710700009 0.45280081435000008 0.56439926950000008 38.903925214650009 0.5654770815500002 41.035283712600005 42.233786329550007 0.55677973715000018 0.43837010870000009 0.4445375887000001 0.57537199485000012 0.56188437470000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 7 5 -2 -7 8 9 -3 -9 -12 14 -14 15 -13 -8 -18 19 -15 -21 -20 23 25 -25 -23 -24 -28 -29 -27
right_child=1 3 -4 -5 -6 6 16 10 -10 -11 11 12 13 18 -16 -17 17 -19 21 20 -22 22 26 24 -26 29 27 28 -30 -31
leaf_value=-6.5545673434294342e-05 -0.0024860239935558972 0.0025593775773446502 0.00038107584927539543 -0.001115673849584233 0.0015271714417218183 0.00066565931150998109 0.00020523702620059902 0.00089836318899481329 -0.002833039496484991 -0.00062475331863402338 -0.003205047807050671 0.0011671114022617575 -0.0026622212628041896 -0.0025922941353461126 0.0013404242349144176 -0.00067621260882029283 -0.0023797990878462877 0.00037348463595423734 0.0023616995299479233 0.0022341860181500934 -0.0025279821597918601 -0.0022827750163212993 0.0015560641921841154 0.0012081259197579948 -0.0011571479930349393 0.00083680667776562764 -0.0020552532202634758 0.0010331426077121188 -0.00058314518018565684 -0.0010427262844677396
leaf_weight=50.844833415729227 2.5514431879855755 0.96339629590511267 189.00020763650537 3.9755361105198963 1.1380589266773302 5.4424837576225391 1.5395835805684308 12.152181170880793 1.7269387571723198 2.7864145269122673 2.7978642710950217 6.1736567616462725 0.93256052955984969 2.1532946303486815 8.4678787216544134 5.324273232370615 5.10577726457268 1.420381613075733 1.303215383843052 1.4995735920965674 0.55147331679472689 3.2266999520361441 5.82604952156544 7.634084723889826 3.2993323914706707 3.2369111999869347 2.1653388524428001 7.5059912530705315 3.4655928612919524 3.7432665135711432
leaf_count=890 90 3 1041 421 52 28 20 41 88 196 35 18 14 56 28 25 279 10 12 4 90 32 30 33 32 18 30 43 341 34
internal_value=0.000197928 1.65842e-06 0.000286396 0.000137118 -0.000714417 -0.000873266 -0.000568647 0.000194408 -0.000760965 0.000193309 0.00025864 0.000146473 0.000287462 8.94503e-05 0.000749058 0.000313535 -0.00140151 -0.00178056 0.000145711 -0.000862385 0.000953763 0.000248071 0.000179386 -0.000149253 0.000494367 -0.000838686 0.000545758 9.77014e-05 0.000522606 -0.000171132
internal_weight=347.954 108.109 239.845 90.9115 17.1977 16.0597 13.5082 86.936 5.47675 3.74981 81.4592 69.3071 66.5092 46.5434 19.9658 11.4979 8.06574 6.52616 45.6108 4.20434 2.05105 41.4065 40.1033 21.1403 10.9334 10.2069 18.963 13.1369 10.9716 6.98018
internal_count=4034 2103 1931 1624 479 427 337 1203 287 199 916 875 840 769 71 43 309 289 755 150 94 605 593 149 65 84 444 414 384 52
is_linear=0
shrinkage=0.00222222


Tree=530
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 2 0 0 2 2 0 0 0 2 0 0 0 0 2 1 2 2 2 2 2 2 0 2
split_gain=1.34921 1.91106 1.66236 2.32058 1.91362 1.41249 1.21247 2.31099 2.0948 1.79637 1.63978 2.83961 1.48422 1.66923 1.77058 1.22776 1.21877 1.1614 0.978076 1.14174 1.34248 0.968954 1.01354 1.19752 0.923118 0.879497 0.829286 0.828193 1.2824 1.72058
threshold=0.39072183470000005 0.47883296910000012 0.52770875125000016 39.110279783550006 42.360359531950003 0.52453519355000011 41.942745071500006 42.434124620650003 0.4778150355000001 0.47769527860000011 47.927946529500012 42.719328117250008 0.46989611090000011 0.45798030000000006 0.37331217625000007 48.96897326980001 0.42314601355000009 0.4784437592000001 0.47961138885000004 0.48068920095000006 41.147265497500008 0.4662734648500001 42.522337019050006 42.536568606950006 41.770271989050009 41.360869295700006 41.741384785950011 37.198331469900005 0.5296248615500001 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 16 -8 9 10 11 -9 13 14 -13 -12 -1 26 24 20 -20 27 -23 -24 -3 -7 -18 28 -4 -30
right_child=2 18 21 4 -6 25 7 8 -10 -11 15 12 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0012605346835637445 -0.0025947210337254403 0.0012168377417060262 0.0014913687285064352 0.0016080862419259607 -0.0020451864674600009 -0.0019397074996518281 -0.002145888060661183 0.00057237183083706431 -0.0021233570126019301 0.0018158712070308772 0.00093134771383984228 0.00098185003107594958 -0.0020469021342607225 0.00098690479320266786 -0.0019590534479631376 -0.00024079494222435129 0.00026784719469333213 -0.00072680291742820624 0.00034125156538791725 0.00037446557172628512 -0.0008765851583418104 -0.0020314816306660397 0.0023461553140136718 -0.0018626569618459606 0.00020020497001539851 0.000489268800683801 0.0011326601979430374 0.00015020695582507445 0.00014513381717759012 -0.0016326966887821126
leaf_weight=1.8554837902192947 1.9131189148756664 8.4558700472116453 1.0163334235548953 1.8668865865329283 1.4408322054659946 0.93146901577711139 2.0730450307019082 4.959882258903245 1.6948463022708882 1.7298177182674397 6.3512449339032155 0.92993968445807551 3.7993530509993434 1.6835303790867326 2.8129971970338374 5.8707832843065262 37.295492870616727 3.6844721734523764 6.8375677764415723 138.33255491405725 5.6385499127209187 1.4903470641729648 0.50597614049911488 0.42435501352883875 4.7688847891986361 1.1218490703031418 4.2130833440460256 87.416956989094615 3.8129996443167329 3.6255725042428821
leaf_count=233 49 38 6 20 186 38 65 40 29 5 20 11 106 15 195 34 227 19 28 772 35 479 1 277 20 16 24 887 79 80
internal_value=0.00017898 0.000254752 4.5734e-06 -0.000847735 -0.000224312 0.000444932 1.85656e-05 -0.000259481 -0.000128396 -8.23045e-06 -0.000127717 -0.000555085 -0.00116122 -0.000541101 -0.00122838 0.000368316 0.00020712 0.000267377 0.000368435 0.000326184 -0.000209147 6.76486e-05 -0.00108686 0.000426376 0.000850237 -0.000612614 0.000355625 9.6799e-05 -0.000455397 -0.000721384
internal_weight=348.554 242.987 105.567 7.27416 5.36104 3.9202 78.954 31.9054 29.8324 28.1375 26.4077 14.1857 9.22582 5.42647 3.74294 12.222 47.0485 45.193 164.033 150.809 12.4761 98.2925 2.42068 0.930331 13.2248 2.05332 41.5086 95.8719 8.45491 7.43857
internal_count=4034 1916 2118 309 260 74 1023 520 455 426 421 367 327 221 206 54 503 270 893 835 63 1809 757 278 58 54 251 1052 165 159
is_linear=0
shrinkage=0.00184769


Tree=531
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 2 2 1 0 2 2 0 2 0 1 1 1 1 0 0 0 2 0 2 1 2 0 2 2 2
split_gain=0.451038 0.25678 0.730486 0.694738 0.915487 1.07068 0.334861 0.665468 0.6425 0.354329 0.411272 0.504806 0.492402 0.932268 0.291492 1.07194 1.38484 0.900309 1.15393 1.36698 0.892107 0.735655 1.64031 1.63925 0.834332 3.03052 1.48757 1.08398 1.34128 1.39725
threshold=0.3055746834000001 0.31100865245000009 0.42569084760000003 48.96897326980001 0.39606598605000004 48.226196960950006 32.724174661450007 0.38052752915000004 0.53043322055000008 33.41579758040001 34.19870408380001 0.49880243110000005 34.883496062400006 0.50706565670000014 0.35651627195000007 0.35807311160000005 0.35862698720000002 0.34739977845000009 0.49053920540000012 0.48637765340000011 0.49787431515000008 39.664548207900005 0.4778150355000001 39.896141435400004 0.34608245260000009 41.806790701050012 0.48386275860000011 43.047778594550003 42.67709657435001 42.198888176300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -4 -9 -8 11 -11 13 -12 17 -16 -17 18 19 21 -19 22 -14 -23 26 -26 27 28 29 -25
right_child=1 2 6 -5 5 -7 9 8 -10 10 12 -13 14 -15 15 16 -18 20 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.036840821682640308 0.0079843563886615697 -0.055682487850703927 -0.045395948210544775 -0.046592715052213171 -0.036938714480081701 0.013134179171450384 0.014676659565876521 0.018242130865434716 -0.044716804167658386 -0.037202680857962661 0.031689768498957258 0.0022487624817631217 -0.001485417594488432 -0.0035851262827273278 -0.030818268358838229 0.038282755662567766 -0.00019765501295722032 0.0050914471059257576 -0.020064841698266084 0.016137882603306151 0.027290727929966969 -0.031674325629471756 0.022476285052759299 0.0016347590613979856 0.037136550751708131 -0.0047949433065540272 -0.017975640670946143 -0.011180992927901541 0.013899237770368292 -0.01837016059182096
leaf_weight=0.3995278780348589 6.5224180249497286 0.43168621789664019 0.58580714480194629 0.6983305737376212 0.73318597309116773 2.0634206011891365 2.4323897249123538 0.78772188723087289 0.27773946819797857 0.79083154688123503 1.878502358682453 0.85519916177872801 9.0338833611458522 1.9184199469091252 1.4317920645698894 1.19524536281824 135.18966448691208 7.2631515800021571 3.1233662292361251 7.9145820997655383 3.3514413461089134 2.0707494318485251 6.0380811318755141 52.122840563766658 3.4189941734075529 6.0423181233927608 5.9294707104563704 8.8438700055703503 10.291353088105096 4.833100378047674
leaf_count=125 71 42 22 11 179 7 28 5 109 14 22 29 57 42 18 13 2360 44 19 43 44 12 26 268 31 41 42 127 116 67
internal_value=0.000950255 0.00100267 0.000840928 -0.0144032 -0.00744015 6.57531e-06 0.00105654 -0.0149238 0.00183029 0.00115216 0.00103189 -0.0167056 0.00113928 0.0138669 0.000959019 -0.000182046 0.000139578 0.00216612 0.00128489 0.00185708 0.0121006 0.000816556 0.00811404 -0.000359117 0.000349722 0.0103577 -0.000804723 0.000533336 0.00207392 -6.27949e-05
internal_weight=288.469 288.07 281.547 3.92662 3.22829 2.79661 277.621 1.65127 1.06546 275.969 273.537 1.64603 271.891 3.79692 268.094 137.817 136.385 130.277 119.663 116.539 10.6146 108.625 15.072 93.5527 91.4819 9.46131 82.0206 76.0912 67.2473 56.9559
internal_count=4034 3909 3838 239 228 186 3599 136 114 3463 3435 43 3392 64 3328 2391 2373 937 849 830 88 787 83 704 692 72 620 578 451 335
is_linear=0
shrinkage=0.0355924


Tree=532
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 0 1 2 1 2 2 2 0 0 1 0 1 0 1 2 0 2 2 0 1 1 2 2 2 2
split_gain=1.51429 2.06962 1.60117 2.72541 2.16158 1.52767 2.16933 1.57535 1.89653 1.73765 1.51738 1.45804 1.44549 2.6066 1.21047 1.18289 3.73165 1.90997 1.79094 1.83252 1.59269 1.11075 2.45826 1.2761 1.15785 1.94398 1.01569 1.80371 1.00581 0.984521
threshold=0.39072183470000005 0.47883296910000012 41.872294782850005 47.927946529500012 41.741384785950011 0.53475943835000017 0.3975479776000001 42.360359531950003 0.39408999735000005 48.86568841230001 48.96897326980001 39.110279783550006 0.4778150355000001 0.47769527860000011 0.4662734648500001 0.45798030000000006 0.34398670700000006 0.37331217625000007 0.34509445825000007 42.719328117250008 0.47464147780000004 36.728658719300007 35.050303764500008 0.54386096225000014 0.46280051495000007 0.45368402140000008 41.571132012400007 41.481306584950012 48.96897326980001 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 26 6 7 8 11 -9 -5 -2 13 15 21 17 -17 -4 -18 -20 -21 22 23 -7 25 -23 27 29 -8 -1
right_child=5 -3 3 10 -6 14 28 9 -10 -11 -12 -13 -14 -15 -16 16 18 -19 19 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055488846998574077 -0.0016020422345503008 0.00039082563290341427 0.00088440887635359423 0.0010592691845943581 0.0017235807047673156 0.0018624881133659495 -0.0020511631154214211 -0.0023533455053078144 0.0010031006646004975 0.001963574848208804 -0.00030869453681375857 0.00037526837252842613 -0.0022055720946353311 0.0017986480511802529 -0.0013136665340466197 0.0021095038262978877 -0.0024641767971017997 -0.0020857868432197831 0.00028795336421606472 0.00079407901202709292 -0.0021717321602110831 0.00019599728131463866 -0.0025088716218756042 -0.00054438547215378296 0.0012654800889135855 -0.0015255983600748059 -0.0011365183987032286 0.0016027222346775222 0.00065073028921242384 -0.00012521051740838158
leaf_weight=11.29351763584418 2.7492270274087804 165.4006127724424 0.9855596879497267 6.488748222589491 3.3931168178096405 1.1693699136376374 3.8241941574960938 1.8983130657579743 5.2554321717470884 0.42098044510930765 5.5673864260315895 2.7631955686956644 2.1587360948324195 1.6054600477218617 2.195904448919463 1.8164004329591978 2.0950897093862286 4.2503074060659856 4.9276245199143869 0.86850014887750182 2.9147040545940399 74.808934506319929 1.8512320696609093 2.6787643767893314 3.5335721202427512 2.5049115675501517 2.2203923370689145 3.1207129515241823 0.58733724971534673 25.91536998655647
leaf_count=227 33 893 13 20 16 4 203 105 40 6 34 46 40 5 757 13 40 245 41 8 76 584 46 74 22 152 22 12 46 211
internal_value=0.000185134 0.000268246 1.36066e-05 -0.000304788 0.000247005 -6.54478e-06 -0.000525658 -0.000132685 0.000176849 -0.00156977 0.000427559 -0.000610882 -0.000713128 -0.000547599 9.58162e-05 -0.000758528 -0.000439883 -0.0015267 -0.000868417 -0.000484612 -0.00149088 0.000131578 -0.000688646 0.000187015 0.0001894 0.000140219 0.000129257 0.000198946 -0.00169144 8.12109e-05
internal_weight=351.264 245.022 79.6216 33.6785 45.9431 106.241 17.4987 13.0871 10.7679 2.31929 12.0561 5.51242 21.6224 19.4636 88.7427 17.8582 12.6223 5.23587 10.8059 8.71083 3.7832 86.5468 5.69937 3.84813 80.8474 77.3138 42.55 40.3296 4.41153 37.2089
internal_count=4034 1916 1023 535 488 2118 479 230 119 111 54 79 481 441 1639 436 178 258 165 125 84 882 124 78 758 736 472 450 249 438
is_linear=0
shrinkage=0.00192234


Tree=533
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 0 0 1 1 1 0 1 1 2 2 1 1 0 2 1 2 0 0 0 1 0 1 1 1 2
split_gain=0.41103 0.232023 0.337762 0.374541 0.386931 0.263048 0.223128 0.601032 0.200767 0.645849 0.676256 0.384069 1.65928 0.793837 0.306843 1.53246 1.03416 0.885477 0.660697 1.37488 0.382423 1.12261 0.706254 0.582105 0.335872 0.826557 1.95379 0.966003 0.376499 0.834232
threshold=0.3055746834000001 0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.59897907245000015 0.59734738480000016 0.46112391845000006 0.31100865245000009 0.31761025120000003 0.39718870690000002 0.32388251845000005 0.33204095685000007 42.066503896600004 44.421469061800003 0.35471991855000007 0.3782970569500001 0.53158588065000012 47.927946529500012 0.35862698720000002 48.86568841230001 0.54228915300000013 0.53347205170000012 0.55677973715000018 0.34467530910000005 0.47604862130000009 0.34479506600000004 0.34485494450000004 0.35471991855000007 43.752965619700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 -5 6 7 -6 -2 10 -10 13 -13 -11 24 -16 18 -18 19 -17 21 -19 -22 -24 -14 26 -26 -27 29 -29
right_child=1 2 3 4 5 -7 -8 -9 9 11 -12 12 14 -15 15 16 17 20 -20 -21 22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.047552950816031371 0.0093521520847786883 -0.046586726288922922 0.043366126847182281 -0.052532023313315156 0.048976703371191921 -0.046537628964205768 0.048194079687371681 -0.048214628400335774 -0.0071741130958044227 0.029284077984846509 -0.054202767761814055 -0.052468947073354734 0.0080005226311001126 -0.008460522898916599 -0.055201961295290009 0.050777551804468364 -0.056302551733739513 -0.057671751319271491 0.040039723405220023 -0.048271704715153081 0.052179270988669021 0.010305826681316606 -0.050596657480682872 0.022670420213630998 0.03264949817051057 -0.014461087214757501 -0.050174433478031237 0.0033937595059961292 0.00057369658493995081 0.023954018055992135
leaf_weight=0.3671838462469158 6.5287572375964364 0.509013282378873 0.29568349756300438 0.3926032782474066 0.24953971852664814 0.19519821478752419 0.26048335421364754 0.29501023834745865 2.7915606144815679 2.9580167697276911 0.84669927787035693 1.2185640468087502 16.94388226873707 1.9739589309319852 1.2101632626727203 0.53536771237850211 0.82506751737673756 0.84134026640094894 1.7478170599788425 0.67086839932017028 0.6181308329105375 1.335546118149068 0.43116867810022086 0.49479833242367022 0.88959549332503174 7.722329673357307 1.8925798880009095 90.24631172651425 137.89937514672056 4.3973208758980027
leaf_count=125 71 434 5 50 3 329 5 94 28 29 65 83 115 17 32 3 177 24 9 68 2 36 29 25 12 43 211 595 1284 31
internal_value=0.00118481 0.00124711 -0.0136732 -0.00375126 -0.0137538 0.00146718 0.013107 -0.00367675 0.00136215 0.00117484 -0.0181187 0.00143023 0.00119731 0.0141773 0.00144069 -0.00706941 0.000696917 -0.0131006 0.0219301 -0.00431035 -0.00352123 -0.0159667 0.0140245 -0.0114458 0.0017258 0.00128836 -0.0236916 0.00157762 0.00211023 0.00434903
internal_weight=287.584 287.217 2.19753 1.68852 1.39283 1.00023 0.805033 0.54455 285.019 278.49 3.63826 274.852 269.92 4.93198 268.702 8.71027 7.5001 4.54605 2.95405 1.20624 3.72098 2.17689 1.5441 0.925967 259.991 243.048 2.78218 240.265 232.543 94.6436
internal_count=4034 3909 920 486 481 431 102 97 2989 2918 93 2825 2779 46 2696 405 373 293 80 71 116 60 56 54 2291 2176 223 1953 1910 626
is_linear=0
shrinkage=0.0460944


Tree=534
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 1 1 0 1 1 1 1 1 0 2 2 2 1 1 0 2 2 1 0 2 0 2 0
split_gain=0.219508 1.6909 1.23251 2.1917 0.811306 0.78419 0.529956 0.646608 0.580498 0.55236 1.12513 0.628247 2.1109 1.33588 1.17233 1.3335 2.0736 1.41715 1.49514 1.14303 1.93224 1.26345 1.20999 0.693424 1.40602 0.718748 0.585787 0.548379 1.71295 1.11914
threshold=41.243661560350013 41.147265497500008 41.32819714970001 0.48271009850000007 0.48537468940000006 0.53544804050000006 0.57152480465000022 0.4591329601000001 0.44805544745000009 0.55769288345000012 0.43639411995000005 0.41988263825000011 0.40301188585000008 0.40509266190000009 0.40099098830000007 0.5276039639500002 43.631818398850008 43.680097826700013 47.709122305950011 0.42114008565000011 0.42473279245000012 0.54300769440000007 42.686561923500008 41.685324604100011 0.34608245260000009 0.48119816770000007 41.481306584950012 0.48068920095000006 41.872294782850005 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -5 8 -8 9 11 -11 12 14 -14 15 23 -17 -18 -19 -13 -21 22 -22 24 25 26 -4 29 -29 -25
right_child=2 4 6 5 -6 -7 7 -9 -10 10 -12 19 13 -15 -16 16 17 18 -20 20 21 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0011734174759708837 0.0025476599013524118 0.0047957034509109823 -0.00091299188140264752 -0.058358704977013974 0.036877094021382568 -0.019668509426158682 -0.045907479941058107 0.0036349879228936423 0.016428014881416889 -0.047098642455763902 -0.00011108881832915562 0.045022988114391024 0.011115740206968344 -0.060654287055688871 0.021203772267068422 -0.048486928711876785 0.057001025373881548 -0.049576286219907666 0.0080733164784532428 -0.053640867320709787 0.015336772218123788 0.027592871681726992 -0.061645586545854503 0.00056210370607618016 0.030836778018746205 -0.0080908183589174162 0.020711368663655732 -0.030838863964740681 0.0049617771640680349 -0.015460848515239371
leaf_weight=146.79431980257868 4.7465800417121482 2.1730215850984669 3.9726688473019767 1.8478212952613833 3.3383980189682916 1.6610819507623089 0.89360822808521223 0.8663816184271127 3.9736154562560833 1.2193616307340551 2.8163376923184842 1.4634775072336186 0.60696193197509218 1.5114023029018424 4.6345403827726832 2.3416776303201905 0.61375564336776722 1.1050577135756614 2.3458145027980208 0.81644657859578718 0.77204400079790481 3.4405741430819035 0.61052324331831187 25.613553776463959 3.7613685997202984 5.9535767436027518 4.4180484807584435 2.3669314906001082 39.043092570267618 10.168420081492512
leaf_count=1801 23 14 18 29 36 14 77 402 92 43 26 6 4 69 23 51 1 89 30 16 5 16 82 518 45 32 26 15 339 92
internal_value=0.000947274 0.00200769 -0.000261753 -0.0155551 0.0242282 -0.0400431 0.000745625 -0.0215195 0.00106275 0.000552228 -0.0143081 0.00107119 0.000300138 -0.0400905 0.00110476 0.000188867 -0.0178578 -0.000211939 -0.0103876 0.0128445 0.00449413 0.014335 -0.0186576 0.00140204 0.0085993 0.00276817 0.0104731 -0.000286108 0.00291547 -0.00399125
internal_weight=285.89 152.306 133.585 8.25548 5.51142 3.5089 125.329 1.75999 123.569 119.596 4.0357 115.56 108.457 2.11836 106.339 101.704 6.40631 4.06463 3.45087 7.10307 5.63959 4.82314 1.38257 95.2977 18.1057 14.3443 8.39072 77.192 41.41 35.782
internal_count=4034 1851 2183 66 50 43 2117 479 1638 1546 69 1477 1352 73 1279 1256 171 120 119 125 119 103 87 1085 121 76 44 964 354 610
is_linear=0
shrinkage=0.040863


Tree=535
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 2 1 1 0 0 1 2 2 1 0 0 2 1 0 1 2 1 0 0 2 2 1 0 1
split_gain=0.193245 1.37007 0.957931 1.60637 0.793553 0.651428 0.546142 0.47231 1.53848 0.753037 0.560578 0.831888 0.617996 1.70228 1.45142 1.49956 0.982044 1.13249 0.969516 1.13186 1.09586 1.71793 0.389016 0.928151 0.382354 0.53528 0.329882 0.322806 1.95493 0.627456
threshold=0.45280081435000008 0.56065686655000013 0.46280051495000007 0.4662734648500001 37.784765830350004 0.56859076075000015 42.522337019050006 0.44805544745000009 0.43967246490000006 0.57152480465000022 0.54646567465000018 0.43287626120000006 41.827117825850003 42.094663496250007 0.43563066975000003 0.56719858685000013 0.5654770815500002 43.487767439550005 0.42473279245000012 0.56294721715000018 0.42209814075000007 38.064633603500006 0.45036076765000005 0.56915960600000015 0.57537199485000012 41.092444989200011 42.536568606950006 0.42114008565000011 0.54228915300000013 0.41615520495000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 -4 -3 -6 -5 8 9 10 11 27 14 -14 15 18 17 -15 20 -20 21 -12 -9 -24 -10 -26 -8 29 -29 -1
right_child=1 2 3 6 5 -7 26 22 24 -11 12 -13 13 16 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00078766144041293501 -0.063300625928795651 0.016150660921360502 0.030389664167026379 -0.044646860327315352 -0.051074650572943706 -0.0094862999205070214 0.044577229801998963 0.021192949370388885 -0.04800718987236488 0.024070433372214449 0.017202115070504648 0.027855296467507239 0.037499060849796539 -0.049529866349256033 -0.053674014389148747 0.030350241517944347 0.014428681064517574 0.0060070003836877866 -0.050224521941672387 -0.0017020336764583827 0.027320713839091664 -0.048357994157506641 -0.01562321836333345 0.018659990209175033 0.029381362138982108 -0.046100224186947994 -0.040946958275498949 0.013962838921152163 -0.033182572969171639 0.0098940343764731577
leaf_weight=225.5369227531628 0.62878937111235966 0.93391716876067254 2.7576529903453779 0.82945588883740107 1.1276708327932286 1.4221131026570217 0.23089036345481873 3.3993085012771171 1.3159523326903571 2.3416390396741908 1.2908121622167548 1.9509268501715258 1.7687431499361981 1.4686581976711752 1.2628193129785348 1.5036624502390621 1.6205065809190271 1.0525794806890187 1.9997428350616249 1.3411807243246583 1.4605385195463894 1.3820880996063349 2.3625302016735077 2.9846474351070356 0.30653602851089079 0.32136459439789178 0.1117712661070982 3.0984145152906413 2.792402770370245 13.385068734234663
leaf_count=2396 19 31 24 478 84 63 1 26 41 59 18 47 7 25 20 8 18 49 57 17 8 32 12 37 21 20 273 57 22 64
internal_value=0.000857819 -0.0053863 -0.000474177 0.0133563 -0.0160756 -0.0278792 -0.0267182 0.0010398 0.000733924 0.000999366 0.000793885 0.00127663 -0.00658162 0.00394018 -0.0126543 -0.00688455 -0.0103912 -0.026344 -0.0143753 -0.0307456 -0.00114369 -0.0166973 0.0103841 0.00351273 -0.0354881 -0.00925072 0.0166805 0.00106482 -0.00838533 0.00129783
internal_weight=283.989 8.04226 7.41347 3.92977 3.4837 2.54978 1.17212 275.947 267.201 265.257 262.915 246.764 16.1513 5.91049 10.2408 8.97802 4.14174 2.52124 7.47436 3.34092 4.13344 2.6729 8.74649 5.34718 1.94385 0.627901 0.342662 244.813 5.89082 238.922
internal_count=4034 973 954 776 178 147 752 3061 2986 2904 2845 2586 259 99 160 140 92 74 132 74 58 50 75 49 82 41 274 2539 79 2460
is_linear=0
shrinkage=0.0408644


Tree=536
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 2 2 0 0 1 1 2 2 2 1 0 2 0 2 0 2 2 2 2 2 1 2 1 1
split_gain=0.200211 0.308446 0.304698 0.336841 0.252923 0.187675 2.27437 0.864433 1.11701 0.583148 0.446703 0.839887 0.753387 1.75544 0.508391 0.828579 0.441485 0.46658 1.9254 1.7733 1.46929 1.23785 1.17926 0.825005 2.33598 1.20923 2.42739 2.87979 1.02678 0.905749
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 42.402981339000007 42.536568606950006 41.218101594450012 41.147265497500008 41.32819714970001 0.48637765340000011 0.48200652675000005 0.44805544745000009 0.43691805635000008 42.522337019050006 42.599563320500003 42.536568606950006 0.45107930900000009 0.57152480465000022 40.563919884450009 0.47961138885000004 40.316494640950005 0.47754558250000007 40.844669808050007 40.80591513400001 40.00488309970001 39.952536079750011 39.458743938000005 0.34524415440000006 39.792680591700012 0.34569324270000007 0.33750486510000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 16 8 9 -7 11 -9 -13 -14 -12 -16 17 19 20 23 22 -20 -19 24 25 29 -27 -28 -25 -1
right_child=1 2 3 4 -6 7 -8 10 -10 -11 14 12 13 -15 15 -17 -18 18 21 -21 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=-0.021382629943017224 -0.03972560268836077 0.035566553628539416 -0.041965105796016582 0.013840644552498055 -0.039563586107728158 -0.013883721738012082 0.032694939335016361 0.0006969484659053478 -0.033650252294287419 0.0084576033839452135 0.032602722266605495 -0.046704618638914515 0.051015489348069716 -0.04607933482379583 0.018415577009007551 -0.032633347662718408 0.015221018999461855 0.020519000524554382 -0.010806379441943029 0.015968842686877385 -0.058932517869292531 0.0088071355676324643 -0.061397983470273212 0.0030211550483081537 0.029552444783457442 0.013563003299500701 -0.03410363050846936 0.0062246086605848294 -0.019572044964524502 0.0029807820743664535
leaf_weight=2.4418698200315694 0.46625517128631955 0.2604472879320382 0.38046267130994216 0.65800239983946085 0.17325804982101545 3.9081296657677722 3.5935122667578971 116.12550293990353 2.5857600523158908 3.3603082671761513 1.417412813752889 1.1057646609842771 0.53415483236312844 0.62479395582340658 1.5946256453171375 0.71092213550582517 3.3096182947047046 0.93890282907523503 9.0869414082844759 12.074730910710057 1.6378146335482595 11.000442003831266 0.38248904433567077 5.6600115790497494 4.3273323364555827 4.9424455165863064 7.446720112115143 4.3309527076780796 6.9068182839546353 70.224093912598619
leaf_count=128 434 5 146 11 324 23 26 1516 28 27 10 17 1 43 8 74 39 66 54 75 12 54 20 29 15 20 79 39 70 641
internal_value=0.000743696 -0.0118512 -0.00302307 -0.0113175 0.0027097 0.000830806 0.00179074 -0.000247969 -0.011452 -0.00355499 0.00065617 0.000234388 -0.0234839 -0.00132872 0.0140688 0.0026745 0.00102332 0.00069101 -0.00442815 0.00168784 -0.0340427 -6.54417e-05 -0.00319262 6.53394e-05 0.00133412 -3.19757e-05 -0.00956735 -0.0192739 -0.00939623 0.00216207
internal_weight=282.21 1.93843 1.47217 1.21172 0.83126 280.272 148.305 131.967 9.8542 7.26844 122.113 118.39 2.26471 1.15895 3.72296 2.30555 144.711 141.402 23.0466 118.355 2.95921 20.0874 1.32139 106.28 93.7134 89.3861 16.7201 11.7777 12.5668 72.666
internal_count=4034 920 486 481 335 3114 1367 1747 78 50 1669 1577 61 44 92 82 1341 1302 206 1096 98 108 86 1021 922 907 138 118 99 769
is_linear=0
shrinkage=0.0393254


Tree=537
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 1 2 2 2 2 2 0 1 1 0 2 1 2 2 1 1 0 0 1 1 2 2 1
split_gain=1.53843 2.00048 1.9098 2.29715 2.50999 1.45387 1.40983 1.22749 1.16538 1.80444 1.59888 1.34412 1.23591 1.19279 2.41254 2.6702 1.7597 1.16078 1.07294 1.06513 2.0726 1.3571 1.81831 1.20892 0.987299 1.40708 2.47448 2.48374 1.66757 1.85675
threshold=0.39072183470000005 0.47883296910000012 0.52770875125000016 39.110279783550006 0.39587138110000003 0.4784437592000001 0.52453519355000011 0.39408999735000005 41.872294782850005 47.927946529500012 48.96897326980001 41.741384785950011 41.571132012400007 0.45798030000000006 0.34398670700000006 0.34509445825000007 0.37331217625000007 41.535369675400013 0.4662734648500001 36.491284729650012 35.050303764500008 0.46280051495000007 0.45368402140000008 0.54386096225000014 0.52889135055000014 0.39971857130000005 0.39542229275000007 43.631818398850008 41.741384785950011 0.39193437325000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 6 8 -5 -8 11 13 -11 12 17 16 -15 -16 -10 -1 19 20 23 22 24 -4 -21 26 28 -28 -26 -30
right_child=2 -3 18 4 -6 -7 7 -9 9 10 -12 -13 -14 14 15 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00018478893544255658 -0.0025634574930885863 0.00036439250600894124 0.0016214533429967143 0.0016632844608650522 -0.0019770301547358793 -0.0010728690247670146 -0.001959030500736798 0.00093552458382128837 0.0010057307474843253 0.00098743105410884326 -0.00037310501573631209 0.0014788065368629784 -0.0011731905958054078 0.0017596374338577237 -0.0023683831605822428 -0.00018536657033073269 -0.00198062875971072 0.0018043277684454467 -0.001323881224508889 0.0012002451249866724 -0.002280554689273026 0.0012669356166366797 -0.0014933806300448818 -0.00061155331277570077 0.001350458924481292 0.00019208962544304875 -0.0024112782917779787 4.8581819818574925e-05 0.00079212805979402608 -0.0021296759522701119
leaf_weight=33.118831848085392 2.0697336402954516 160.62154883425683 1.201388358138501 1.9614826398901644 2.0287114797974937 4.0890633184462777 1.0209168177098038 0.98055739700794209 0.8322362476028563 6.3440631702542287 5.5100788176059723 2.9065440888516596 2.1877381992526344 1.697859490290283 2.3406185656785956 10.46747680660337 3.5343402449507266 1.5830852058716107 1.899475495549267 2.8368648781906805 1.8846207860624415 3.4377331363502881 2.4274036911665453 2.661072327522561 2.8580786734819394 68.184559524670476 3.2996211480349302 2.4358263416215777 1.5296579301357272 1.4429665710777042
leaf_count=426 49 893 5 21 190 31 44 5 13 20 34 16 22 13 46 152 245 5 757 38 40 22 156 74 9 573 47 44 8 36
internal_value=0.000165483 0.000248261 -2.14621e-05 -0.000885288 -0.00030559 -1.74177e-06 0.000550052 -0.000540937 6.03644e-05 -0.000209945 0.000355022 0.00026907 0.000173755 -0.00056481 -0.000309954 -0.000584302 -0.00141145 0.000258672 5.1001e-05 7.87246e-05 -0.000692068 0.000128806 8.27834e-05 8.3006e-05 0.00012911 9.10077e-05 -0.000504888 -0.00136658 0.000342729 -0.000626169
internal_weight=339.394 235.233 104.161 8.0614 5.99167 74.6119 3.96296 2.00147 70.5229 30.7267 11.8541 39.7962 36.8897 18.8725 14.506 12.8081 4.36658 34.7019 96.0993 94.1998 5.74708 88.4527 85.015 3.86246 82.5876 79.7507 11.5662 5.73545 5.8307 2.97262
internal_count=4034 1916 2118 309 260 1023 70 49 992 523 54 469 453 469 211 198 258 431 1809 1052 119 933 911 79 755 717 144 91 53 44
is_linear=0
shrinkage=0.00184769


Tree=538
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 2 2 0 2 2 0 1 1 1 0 1 1 1 1 1 0 2 2 0 1 1 1 2 0
split_gain=0.193787 0.285875 1.22736 0.657268 0.782789 0.264373 0.275432 0.234415 0.220101 1.1601 0.241666 1.28107 0.24392 1.44372 0.272582 0.64173 1.70909 0.791707 0.3695 1.55895 1.12411 1.05326 1.7712 1.20796 1.11403 1.23574 2.18657 1.23977 1.68022 1.20234
threshold=49.283271594150008 47.709122305950011 45.048573272350005 48.457543166250012 0.39672464895000009 50.448116877400004 49.835088602800006 45.295823381400005 0.42018203045000008 44.952171034750002 44.262924377150007 0.47943175355000006 0.32388251845000005 0.33204095685000007 0.34467530910000005 0.47604862130000009 0.34479506600000004 0.34485494450000004 0.34551360740000009 0.34560342505000002 0.34542378970000004 0.47943175355000006 42.141702038450013 43.426640904350009 0.48068920095000006 0.34566330350000002 0.34569324270000007 0.3459626957000001 41.741384785950011 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 6 -2 -4 9 -1 12 -12 -10 -14 -15 16 -16 -17 20 -20 -19 22 -21 -24 -23 -26 -27 28 -28 -29
right_child=5 3 7 4 -6 -7 -8 -9 10 -11 11 -13 13 14 15 17 -18 18 19 21 -22 24 23 -25 25 26 27 29 -30 -31
leaf_value=-0.039084603233583058 -0.013192043016530545 0.023233701618031909 -0.0084746437459881727 -0.0097759893217760335 0.012259777575679323 -0.039035574887819571 0.013025431969461515 -0.039818911747853389 0.010209174579413227 0.031868110467605112 0.0082210592475775862 -0.048061393281663457 -0.042746253091413569 0.0056673994259219393 0.024621476968535828 -0.011037953589719884 -0.041052315755262393 0.0016903812233279533 -0.02123918309942277 0.030321928116347232 0.017770467304033213 -0.020702008868808471 -0.025690118069154205 0.017496920332593275 0.037134758449935308 -0.039086011955390222 -0.003541070791432727 -0.017668088919915167 0.026164181189933002 0.00080826056863942753
leaf_weight=0.93293575082498026 1.7678764251031678 2.6332690580456974 0.46980735979741339 4.3943391591310483 4.8670996246510185 0.36566637442592753 0.85002398288634129 1.2543883151665793 4.0160257946699849 0.51087456196546555 1.728453905321657 0.87139395136910014 1.0855831503868092 16.708617608062923 0.86718164477497284 7.7378892991691819 1.6433708324184406 37.964431592263281 4.6005682824179521 4.4885998889803869 7.4497929923236361 3.4978151097893706 1.9367308099754157 1.7809115117415784 1.3360204845666874 1.9663842022418965 4.8185883462429029 5.2238294140552162 6.2861987426877022 147.65900923661684
leaf_count=338 40 39 21 28 44 191 24 203 32 3 25 95 49 108 11 43 130 216 32 31 49 21 34 17 3 18 21 28 65 2075
internal_value=0.000704661 0.000807364 0.000551446 0.00654839 0.00180431 -0.00889002 -0.00467931 -0.0312783 0.000758456 -0.0139789 0.000839156 -0.0106432 0.000953503 0.000808898 0.000993621 0.000667226 -0.0183676 0.000869079 0.0012714 0.000515273 0.00432817 0.00107441 0.0143194 -0.00500166 0.000438 0.00088001 0.000588139 0.00106387 0.0132745 0.000176945
internal_weight=281.714 278.73 266.835 11.8947 9.26144 2.98357 2.6179 1.7242 265.111 1.44381 263.667 2.59985 261.068 257.052 255.966 239.257 2.51055 236.747 229.009 183.595 45.4142 178.994 8.20624 3.71764 170.788 167.29 165.954 163.988 11.1048 152.883
internal_count=4034 3779 3668 111 72 255 64 224 3444 341 3103 120 2983 2951 2902 2794 141 2653 2610 2345 265 2313 82 51 2231 2210 2207 2189 86 2103
is_linear=0
shrinkage=0.0378485


Tree=539
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 0 2 2 2 0 1 1 1 2 0 1 1 0 0 0 2 0 1 2 1 0 1 0 0
split_gain=1.43609 1.66986 1.34663 1.71341 1.34718 1.32738 2.36472 1.12154 1.11704 2.11761 1.21039 1.0381 1.02069 1.73431 0.943301 0.942942 0.804031 2.06062 1.81284 0.964081 2.46579 1.31338 1.63427 1.61068 1.21777 0.886212 0.703506 2.5711 1.12464 1.06144
threshold=0.39091643965000006 0.47736594710000008 0.53475943835000017 0.3975479776000001 0.39382054430000007 41.436838994450007 0.52453519355000011 45.295823381400005 36.728658719300007 35.050303764500008 0.54386096225000014 0.4662734648500001 0.46280051495000007 0.45368402140000008 48.96897326980001 0.58415915690000009 0.44805544745000009 0.43929822460000006 0.57537199485000012 0.54646567465000018 0.57152480465000022 40.280372415600006 0.5519595221500001 0.42209814075000007 49.835088602800006 0.43287626120000006 0.47515044460000005 0.34494476210000008 0.47396784530000008 0.47700667645000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 4 7 -6 -7 -2 9 10 -4 12 13 16 -5 -15 17 19 -19 -10 21 22 -21 24 -23 -25 28 -28 -1 -29
right_child=2 -3 8 14 5 6 -8 -9 11 -11 -12 -13 -14 15 -16 -17 -18 18 -20 20 -22 23 -24 25 -26 -27 27 29 -30 -31
leaf_value=-3.1238976140341052e-05 -0.002213932144311087 0.00036059771608681792 0.0018749864217956196 -0.0021646474812682648 0.00085744228697043053 0.002103521456948212 -0.0025341181474235214 0.0011659204365870965 0.00035939452345611859 -0.0025915196080404032 -0.00065974144427682468 -0.0013433828369697404 0.0012521252878147783 -0.0022568196954746759 0.00086183789615704263 0.00052092382663715756 0.00064986486470232439 -0.0026714986010724444 0.00043492669258245707 0.00079246894930294816 0.001750756892343283 -0.0023994058147502858 -0.0022765489431496085 0.00083167158484744638 0.00054086748441806306 -0.00032705174060159348 -0.0022572640836205412 -0.00084981104309238558 0.0011974161496310181 0.00045217111540165705
leaf_weight=31.162664882518584 1.8852824196219429 187.0729098636657 1.0998576730489724 3.337047324632294 5.0342762032523751 0.67058778647333417 1.4514329875819383 0.52325272723101068 38.862250381149352 1.8567415097786577 2.7534457274305169 1.9370756597782008 3.4776718582725143 1.9125937006901943 0.4931107981246895 0.69510984537191678 12.544988188892601 2.0485495252069081 1.2693071546964345 0.96581786312163531 2.4057718056719741 2.0016013788990672 2.8890676684677601 4.9596075625158829 0.8318534733261912 6.1905421083793044 2.6627968717366448 4.1248723734170181 3.4522348549216977 7.1230007447302341
leaf_count=704 81 1041 4 203 39 7 81 8 180 89 196 592 22 111 46 41 82 41 28 10 34 48 70 27 21 42 36 75 30 45
internal_value=0.000185339 0.00027302 -1.69941e-05 -0.000620625 -0.000158364 0.000286334 -0.00106856 -0.00147966 7.41611e-05 -0.000799666 6.3752e-05 0.000134283 0.000169596 0.000121068 -0.001775 -0.00151638 0.000178025 8.32022e-05 -0.00148308 0.000171123 -0.000190296 -0.000452074 -0.00150763 -0.000161088 -0.00153619 0.000188351 -6.46033e-05 -0.000452543 9.1298e-05 -2.52978e-05
internal_weight=337.695 235.598 102.097 13.395 9.56483 7.1563 2.12202 2.40854 88.7019 5.71004 3.8533 82.9918 81.0547 77.5771 3.83016 2.6077 74.9694 62.4244 3.31786 59.1065 20.2443 17.8385 3.85489 13.9836 2.83345 11.1501 48.5256 13.9107 34.6149 11.2479
internal_count=4034 1931 2103 465 216 127 88 89 1638 289 200 1349 757 735 249 152 583 501 69 432 252 218 80 138 69 69 890 156 734 120
is_linear=0
shrinkage=0.00204248


Tree=540
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 1 1 0 2 0 2 2 0 1 1 0 0 2 2 2 0 0 1 0 2 2 2 2 0
split_gain=1.37701 1.03788 2.61416 1.38159 1.29419 2.86953 2.18663 2.93944 2.94306 2.2508 2.08902 1.15349 2.81782 1.65526 1.08343 1.73264 1.1347 1.00794 1.03544 1.77685 1.64076 1.19215 2.53269 2.62568 1.68015 1.17109 1.11043 1.34814 0.98468 2.748
threshold=0.4662734648500001 0.39091643965000006 0.53544804050000006 0.47883296910000012 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 36.728658719300007 35.050303764500008 0.54386096225000014 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.4784437592000001 41.872294782850005 47.927946529500012 41.741384785950011 0.45798030000000006 0.47396784530000008 0.34509445825000007 0.37331217625000007 48.96897326980001 41.571132012400007 41.535369675400013 42.719328117250008 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 17 -3 -6 7 8 -7 -8 -11 12 13 -4 15 -13 -17 18 20 21 26 24 -23 -24 -20 -21 27 -1 -25 -30
right_child=-2 2 11 -5 5 6 9 -9 -10 10 -12 14 -14 -15 -16 16 -18 -19 19 25 -22 22 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.00017917523591445193 -0.0014470734013921204 -0.0026672148415161192 0.002563374965367324 0.00037222330406282101 0.0036368866491857032 -0.0025383884003491934 -0.002426039201265863 0.0014589975957152671 0.0013284893684646236 -0.0022166445352937835 0.0019019098693374176 0.00022716906704737077 -0.0029130374255183114 -0.00058365564569242074 0.0013632457078485377 -0.0024047262981093495 0.00065840620035179304 -0.0010309425483381364 0.00094121799564263707 0.0010893678452606615 0.0018424713454339812 0.0015933153463285152 -0.0028013751631444576 0.00046015365031515029 -0.0023365572672894705 -0.00028710791335359869 -0.0013161417423239799 0.0021910722881802545 -0.0024553153628324997 0.00082262545203684839
leaf_weight=32.328233772248495 2.4781093064229927 1.5430237548425818 1.0870269238948815 161.62636401876807 0.72710847854614513 2.7349497959949058 5.1482552697416395 3.6150870816782117 1.4095734208822248 1.020513102586847 1.3545350944623349 75.665134058101103 1.9511047373525796 2.889230957836844 3.7373862040694794 1.9781420807121315 0.80373549845535297 4.1228021616116157 0.94175162119791522 6.2006513923406583 3.0422134865075341 2.6316248821094623 2.3882046183571211 4.6730932490900141 3.4336203980492428 5.5227441787719727 2.2011580611579111 1.6545707541517902 2.6100382208824158 2.2510537840425968
leaf_count=426 757 29 3 908 1 93 140 15 6 183 12 571 45 74 22 111 41 31 13 20 16 24 47 45 245 34 22 5 76 19
internal_value=0.000167582 0.000179306 2.86237e-07 0.000259586 -0.00076581 -0.000582556 -0.000783302 2.63727e-05 -0.00122324 -0.00161841 0.000132245 0.000152903 -0.000773278 0.000276678 0.000219702 0.000165221 -0.00151973 1.35753e-05 7.5201e-05 -0.000224152 0.000309127 -0.000636051 -0.000336924 -0.000762985 -0.00163105 0.000440927 0.000180209 0.000277131 -0.000252392 -0.00093738
internal_weight=343.771 341.293 105.665 235.628 17.553 16.01 15.2829 7.75961 4.14452 7.5233 2.37505 88.1118 5.92736 3.97626 82.1844 78.447 2.78188 74.0018 69.879 30.6528 39.2262 18.9294 14.554 11.9224 4.37537 11.7234 36.184 33.9828 9.53419 4.86109
internal_count=4034 3277 1346 1931 479 450 449 114 99 335 195 867 122 77 745 723 152 1023 992 523 469 469 211 187 258 54 453 431 140 95
is_linear=0
shrinkage=0.00217391


Tree=541
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 1 1 0 2 2 1 1 1 0 0 2 1 1 0 0 1 0 2 2 2 0 2 1 2 1
split_gain=0.207853 0.860516 1.19678 0.820648 1.35931 0.606479 1.14351 1.18918 1.74065 1.58083 1.73145 1.15008 4.33962 0.778998 0.91312 1.15749 2.83742 2.72605 1.4966 1.42971 1.11366 1.25408 1.08313 0.771525 2.40621 0.784365 1.55781 1.49144 0.888289 0.974096
threshold=0.39091643965000006 0.39382054430000007 47.709122305950011 36.491284729650012 35.050303764500008 0.39542229275000007 0.39971857130000005 0.52889135055000014 43.631818398850008 37.038444968100009 0.39587138110000003 0.40509266190000009 0.41615520495000008 0.53833717555000005 0.54136103710000005 40.80591513400001 0.41911918805000009 0.42114008565000011 0.55677973715000018 0.54646567465000018 0.44805544745000009 0.56065686655000013 40.00488309970001 40.890797847750008 41.066313126200008 0.55677973715000018 41.092444989200011 0.43639411995000005 42.536568606950006 0.43691805635000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 7 9 -9 -7 -11 -8 -13 -14 -15 18 -17 -18 19 -16 22 -22 -20 -19 -25 -26 -27 -28 29 -29
right_child=1 3 -4 5 -6 6 11 8 -10 10 -12 12 13 14 15 16 17 23 20 -21 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0015556369024004031 -0.045156991825246309 -0.0011673753182817449 0.007938341955257255 0.016233767012391879 -0.048398257921058334 0.061825535552862299 0.014626390869334999 -0.053031782164177727 0.0009820407484191242 0.046391869970306733 -0.044134688183623143 -0.055612011586100872 -0.046680713153423044 0.015802917541795553 -0.010915050838545276 -0.075011000991830057 0.046863592989963239 0.021876421708515833 -0.047428527074041896 -0.050652306495110141 0.0535256788415093 0.0042144660487121975 0.0069083807247210579 -0.066868114872591575 0.015510193827811476 0.059319476821489414 -0.051344233003080879 0.050396843344233902 -0.020025709488003286 0.00084818733048087176
leaf_weight=198.47498737548449 1.750676310504786 3.1887692134187082 1.2780228955671189 4.2652039220556608 1.5886168225406434 0.6636816263198847 10.136208973155588 2.4064777083694935 1.825987876858562 0.54824018478393544 1.1161912068491799 2.3924055645620674 0.56966469399048847 7.5271985707804552 7.2480803485959786 0.72055008902680384 2.8971109655685749 3.3199982794467386 1.3383808147627854 2.0131944715976715 1.007082700729369 8.245421422456273 1.2205384634435175 0.89025739650242286 5.9739563700277349 0.6361901439668135 1.2080722854007016 0.83221018314361561 2.8469942986703245 4.0528308598150034
leaf_count=1931 92 205 13 35 86 1 65 47 44 2 109 93 98 32 39 10 14 28 47 57 2 293 7 24 44 4 24 2 420 166
internal_value=0.000820385 -0.00092292 -0.0227523 -0.000103448 -0.016873 0.000952051 4.21896e-05 -0.0165569 -0.0297289 0.00738951 -0.0143165 0.00171561 -0.000666377 0.0018352 0.00236692 9.1704e-05 0.00648267 0.00907431 -0.00699848 -0.019553 0.0028455 0.00958171 -0.0215112 0.00353398 -0.000170095 0.00364839 -0.00375133 -0.00823953 -0.00150475 0.00928924
internal_weight=282.183 83.7082 3.0287 80.6795 4.77739 75.9021 71.6369 6.56058 4.23247 2.32811 1.66443 65.0763 54.9401 52.5477 51.9781 44.4509 23.3782 22.6576 21.0727 9.26127 11.8114 9.2525 2.55892 19.7605 16.4405 15.5503 9.5763 8.94011 7.73204 4.88504
internal_count=4034 2103 105 1998 291 1707 1672 203 91 112 111 1469 1404 1311 1213 1181 736 726 445 96 349 295 54 712 684 660 616 612 588 168
is_linear=0
shrinkage=0.041715


Tree=542
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 2 2 1 2 2 1 2 0 1 2 2 2 1 1 0 0 1 1 2 2 0 0 0 2
split_gain=0.196889 1.06437 0.787686 0.476451 0.475099 0.510996 1.35072 1.17824 1.35566 0.996553 1.24184 0.801116 0.525195 0.745504 0.445469 1.24489 2.11482 1.6864 0.939174 2.04863 0.97405 1.50221 0.646971 0.433822 2.91241 1.93261 1.90297 1.97327 1.37398 0.788449
threshold=0.47883296910000012 0.4784437592000001 0.47961138885000004 41.770271989050009 0.36042334060000009 41.872294782850005 41.741384785950011 42.434124620650003 0.34608245260000009 41.571132012400007 41.535369675400013 0.34587287805000005 44.756878345700009 0.46495613905000005 0.3453339720000001 40.664404858950007 42.824128352900011 41.50623664750001 0.34542378970000004 0.34545372890000009 0.48244064550000004 0.48271009850000007 0.34584293880000011 0.34479506600000004 40.206947806850003 38.478081868400004 0.47736594710000008 0.47604862130000009 0.47396784530000008 37.999598532650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 9 8 -7 10 23 -9 -13 -14 15 -4 17 -17 -16 -20 22 -22 -21 26 25 -25 27 28 29 -1
right_child=2 -3 14 -5 -6 7 -8 11 -10 -11 -12 12 13 -15 18 16 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.010092691329771929 0.019952489438826777 -0.023525964348054724 0.023253517105904644 0.0017728165339169243 0.026602244758844713 -0.054365656671492762 0.032849195516543951 0.00032844074412965042 0.015855479654025024 -0.028676342004699599 0.040040690865463711 -0.047845609189554161 -0.043807543571422074 0.047220305768842202 -0.020973694191002382 0.0065545086014288569 0.023501627160342365 -0.025030703057013184 0.041256783150277893 -0.0030936824562153085 0.034124383625255966 0.00044006076711584446 -0.021484745369059095 0.0075189065711091779 0.0038133266389781878 -0.079785608731809718 0.03518560835484006 -0.057732637497836248 0.031177975890296909 -0.014669737359082518
leaf_weight=3.8213255255250349 6.1809435784816724 3.5689442204311481 5.6791135668754604 4.2593199051916599 1.152149394940351 1.6303894277662068 2.4226182175334534 18.738074864726517 0.68208385538309801 1.9306848420528684 1.4529067950788874 1.0539302636170749 0.32388579286634911 0.30611938238143921 3.6296283751726142 5.9987110011279601 4.9681686460971823 5.8310930617153645 2.1332252174615851 8.1589335985481721 2.3489888533949843 164.22792557611319 5.6717895874171509 0.65724875198065946 9.6611070535145682 1.363836897537112 2.9478247910737982 1.0257315188646305 2.372771091759204 5.4669643335510045
leaf_count=136 38 31 25 20 56 64 14 335 11 19 5 27 52 1 25 29 18 36 20 37 52 2672 32 57 90 15 8 6 15 88
internal_value=0.000741382 -0.00136899 0.00132491 0.0125357 1.80912e-05 -0.000530249 0.00278384 -0.00535871 -0.0336533 0.000411335 0.00236336 -0.00215479 -0.0297871 0.000422869 0.000763943 0.00632563 0.00060259 -0.00901433 9.24596e-05 0.000511337 2.9544e-05 0.000915061 -0.0106356 0.000359403 -0.00573795 -0.0513945 0.00491535 -0.00211807 0.00277391 -0.00448215
internal_weight=279.666 60.5786 219.088 10.4403 57.0097 55.8575 33.123 22.7345 2.31247 30.7004 28.7697 20.422 1.68394 0.630005 208.648 22.4771 16.798 11.8298 186.17 182.541 180.408 166.577 13.8307 27.3168 11.6822 2.02109 15.6346 12.6868 11.6611 9.28829
internal_count=4034 1030 3004 58 999 943 453 490 75 439 420 415 80 53 2946 108 83 65 2838 2813 2793 2724 69 415 162 72 253 245 239 224
is_linear=0
shrinkage=0.0418233


Tree=543
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 0 2 2 2 1 0 0 0 1 1 1 2 1 0 1 1 2 1 2 2 0 2 1 0
split_gain=0.196855 0.796472 0.823179 0.771637 0.773224 1.70899 0.934236 1.2782 1.17898 1.22702 2.75402 1.82274 1.50124 1.20386 1.1987 1.39725 1.65545 0.93602 0.90318 0.736334 0.710044 0.809588 0.614259 1.16932 0.577113 0.538163 0.681398 0.533053 1.43423 0.572303
threshold=42.558389508100007 0.55769288345000012 0.44805544745000009 0.54300769440000007 0.38370108680000009 43.426640904350009 0.50339810185000011 42.67709657435001 42.779078631750004 43.384297312450009 0.34623214870000002 0.47997065955000012 0.4815274992000001 0.48119816770000007 0.34623214870000002 0.34527409360000011 0.34521421515000011 43.631818398850008 0.32058920395000007 0.54228915300000013 0.39814676205000005 0.40301188585000008 47.927946529500012 0.35862698720000002 42.47354681640001 48.96897326980001 0.39672464895000009 42.310579034350006 0.34641178410000012 0.52453519355000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 -3 4 6 -6 7 -2 13 10 11 -10 -13 -9 15 16 18 -16 25 20 -7 -22 23 -19 27 26 -11 -1 -29 -30
right_child=1 2 -4 -5 5 19 -8 8 9 14 -12 12 -14 -15 17 -17 -18 22 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011870308227562249 -0.034087117740704775 -0.043112135207727116 -0.004302867319924077 0.017142406537473946 -0.049559857213837072 -0.025330459383512048 0.015573869380323693 -0.0012174185946819795 -0.044067279512812377 0.001126133605509569 -0.047789016258426978 0.020301781909288413 -0.012390128248742031 0.032429755546294445 0.040083269221346599 -0.028819017582895939 0.036779721069036118 0.013580016246925446 -0.026571103699863416 0.030981365518317771 0.011231203291929014 -0.041809856100318364 0.032979127758853963 -0.044425820822826929 0.012694040239292329 -0.0081759264523253977 0.029426795934930923 -0.029457521575797029 0.016870937267318049 -0.009132318539827277
leaf_weight=203.47994253483921 1.6441053678281594 1.2763170545804308 2.0071612865649513 3.4223621170967808 1.4440042409114529 2.1778869439149275 5.1833013864234081 3.1056868359446517 1.3361606529797416 4.3496044331695902 2.5082573093241072 3.9235741645097715 4.1010852754116058 2.9692612364888191 1.8353905859403301 2.4450662806630126 1.7264538202434785 1.6641496252268559 1.9144850373268134 0.75957561284303654 2.5981518980115657 0.48794160576653656 0.89804407209157933 0.70681413006968785 6.0041828935500225 4.5546073839068413 1.6849475740455089 2.9850840579601927 2.4132132208906114 2.4197630094131455
leaf_count=2412 25 96 366 57 39 117 61 25 96 72 37 18 28 55 11 37 6 10 36 4 16 126 4 65 56 33 35 38 14 39
internal_value=0.000611815 -0.00129002 -0.0193884 -0.000255465 -0.00135771 -0.0126439 0.000452784 -0.00144186 -9.07191e-05 -0.00285644 -0.0126299 -0.00320895 0.00359424 0.0152284 0.00246976 -0.00243435 0.00209916 0.0184906 -0.0026894 -0.0037942 -0.0088122 0.00284489 0.0063674 -0.00371225 0.00114328 0.00162834 0.00902815 0.000815052 -0.0088664 0.00385169
internal_weight=278.027 60.7244 3.28348 57.4409 54.0186 7.46756 46.551 41.3677 39.7236 33.6486 11.8691 9.36082 8.02466 6.07495 21.7796 16.6752 14.2301 5.1044 12.5036 6.02356 5.26398 3.08609 3.26901 2.37096 217.302 10.5892 6.03455 211.298 7.81806 4.83298
internal_count=4034 1475 462 1013 956 302 654 593 568 488 179 142 46 80 309 219 182 90 176 263 259 142 79 75 2559 140 107 2503 91 53
is_linear=0
shrinkage=0.0377826


Tree=544
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 0 1 2 2 2 1 0 1 2 2 2 1 2 1 2 2 2 1 1 1 1 1 0 0
split_gain=0.193888 0.364054 0.633339 0.578653 0.242636 0.551941 0.789209 0.615363 0.337801 0.688755 0.206174 0.181528 1.33552 0.57916 0.481541 1.42007 1.19368 0.463762 0.937269 0.76162 1.73508 0.585389 0.279841 1.33397 2.74071 1.91959 1.71788 2.09415 1.20701 4.7012
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.53043322055000008 34.883496062400006 0.34398670700000006 0.49830843385000007 0.38733870245000007 33.151194885250007 34.41230404325001 35.050303764500008 0.34311846950000008 0.46989611090000011 0.34398670700000006 38.969453495950006 39.051326806600009 37.311503175250003 0.32388251845000005 43.572676689450006 0.32058920395000007 44.952171034750002 48.96897326980001 42.310579034350006 0.34524415440000006 0.34515433670000012 0.34527409360000011 0.34542378970000004 0.34545372890000009 0.48119816770000007 0.47916230050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8 -9 -10 -6 12 14 -13 16 -16 -12 19 -19 20 -17 -22 -15 24 -24 -25 -27 -28 29 -29
right_child=4 2 3 -5 10 6 7 8 9 -11 11 13 -14 22 15 17 -18 18 -20 -21 21 -23 23 25 -26 26 27 28 -30 -31
leaf_value=0.050087287574910537 0.039453610417731169 -0.057653228390120444 0.022370365962262384 -0.058457366194794462 -0.021555453283639992 -0.031706971331802274 0.027086782417489196 0.014473322316632212 -0.053168193739681596 0.0074365407253181928 0.0056941677915427202 0.020107503254167991 -0.044149704133633304 0.0016285002712468914 0.069944436469881369 -0.060384915447636439 -0.065244847566263586 -0.053064295253938486 0.014460161725480487 0.025604308773853248 0.013473763291905208 -0.0091668579544362961 -0.0014463737132270587 0.04461184806756846 -0.066692500734303398 -0.034167172403462807 0.05054295403016041 0.0023876316681659066 0.0022821848183842289 -0.084155519581048194
leaf_weight=0.17472553253173728 1.1200599186122397 0.64680565889284469 0.76553077995777108 0.26288124245911604 0.92899641109397535 1.1476464580046011 2.7415214404463768 1.2874305456498407 0.70179534432827484 1.0113051385123979 1.4229201246053045 3.4481619745492926 1.6521140285767604 181.4510603886738 0.66652482748031872 1.0382419723318879 0.82958216639235605 0.99797200970351585 0.83341728802770376 2.6294997818768016 5.6657781880348903 4.5486090034246445 4.5079447207972398 2.0836672270670524 2.0780340977944434 3.3090983480215064 1.8029719600453962 5.8499195397016583 38.766866866993951 1.8176426216959951
leaf_count=1 16 83 5 109 15 23 15 12 48 27 38 15 13 1856 1 154 32 44 18 20 49 33 53 7 27 50 13 165 1074 18
internal_value=0.000689153 -0.0144767 -0.0212107 0.00170929 0.00079142 0.00885193 0.00387701 0.0109891 -0.00371907 -0.017391 0.000549003 0.000626377 -0.00364681 0.000980007 -5.54928e-05 0.00274661 -0.0204322 -0.000103736 -0.0223357 0.0028292 -0.00249286 0.00339158 0.000707092 -0.00206942 -0.0220331 0.000382195 -0.0014057 0.000841743 -0.00108807 -0.018128
internal_weight=276.189 1.84994 1.67522 1.02841 274.339 8.00976 6.8897 5.74205 3.00053 1.7131 266.329 265.4 20.2847 245.115 18.6325 16.38 2.2525 15.7135 1.83139 13.8821 11.2526 10.2144 241.667 60.2161 6.58598 53.6302 51.5465 48.2374 46.4344 7.66756
internal_count=4034 198 197 114 3836 141 125 102 87 75 3695 3680 402 3278 389 319 70 318 62 256 236 82 3263 1407 80 1327 1320 1270 1257 183
is_linear=0
shrinkage=0.0470034


Tree=545
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 1 1 2 1 0 2 2 0 1 0 2 1 0 2 2 1 2 2 0 0 0 2 2
split_gain=0.192638 1.64299 1.06396 1.27542 1.17654 0.970635 1.74797 0.739307 0.580032 0.945573 1.30179 1.15268 4.23694 1.12409 1.00328 1.35726 0.88929 1.0436 1.25463 1.37188 0.567665 0.54634 0.543282 1.01994 1.42112 1.3383 1.44341 0.924435 1.90939 0.585583
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.37413550490000008 0.51505942935000004 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.36533337325000009 36.491284729650012 0.36006406990000012 0.50278434775000014 37.038444968100009 43.426640904350009 0.49336846205000007 0.34398670700000006 0.48637765340000011 41.872294782850005 0.34587287805000005 0.49336846205000007 43.308802343500005 43.120094701700005 0.34584293880000011 42.957059535450007 42.67709657435001 0.48028502140000007 0.48271009850000007 0.48351845755000006 41.319407281650008 41.685324604100011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 -4 -5 6 -2 -7 9 14 16 12 -12 -14 15 -1 22 18 -18 -20 -8 -19 27 24 25 -24 -27 -11 -29 -30
right_child=2 -3 3 4 -6 7 20 -9 -10 10 11 -13 13 -15 -16 -17 17 21 19 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=0.018350451414990872 0.021409360522660521 0.030364466354699839 -0.060268863176429086 0.040565596984099145 0.00024574891054269653 -0.048881677137881496 -0.059647119115932165 -0.014308123165515035 -0.011555812256353963 -9.5415576665258507e-05 -0.13102324560071432 0.012191375028318067 -0.033657928545636824 0.018917193293368221 0.032903909261411769 -0.04144264783995661 0.046008693812480864 -0.0046830873854760277 -0.0095760622121705066 0.035035083637243225 -0.0022196888371328462 0.014280483441804954 0.024016093901269124 -0.018055765679559108 0.034264922469228742 -0.024128926261524072 0.008180970873821419 0.007957842121956599 -0.053157429238335607 -0.020662220953408608
leaf_weight=2.235952948860358 2.5228079818189131 3.5013416744768611 0.62440519966184993 1.3277822678210203 105.92298677085819 1.8872943315654991 0.85392429922649149 2.7589969894033857 6.5127321252948596 87.988063367782161 0.65629416704177801 1.4183340817689893 1.7667932402109729 1.2640590786468235 3.4780105575919151 0.99352043161343306 2.6172876283526447 7.8062247037887555 2.8847245648503304 2.2028236947953701 0.49135277917957865 4.252296157181263 4.3485688697546783 2.7333969412138677 3.4908327348530284 4.0217319354414922 6.6445333063602448 3.3654254525899878 1.8407648354768751 2.2127305194735527
leaf_count=101 13 30 7 9 2192 44 24 37 42 881 5 5 44 65 22 65 20 42 19 37 38 27 58 36 59 21 35 15 22 19
internal_value=0.000562893 0.00152979 -0.000751637 0.000391754 0.000744915 -0.0152381 0.000513673 -0.0283517 0.000877315 0.00142361 0.000683423 -0.0204197 -0.0329642 -0.0117307 0.0170402 -4.43947e-05 0.00147326 0.0098231 0.0220601 0.00973982 -0.0386722 0.00200419 5.85504e-05 0.00621561 0.00980064 0.00411289 -0.00400153 -0.00131211 -0.015742 -0.0354189
internal_weight=274.626 158.236 116.39 107.875 107.251 8.51438 3.86809 4.64629 154.735 148.222 141.515 5.10548 3.68715 3.03085 6.70748 3.22947 136.409 19.7634 7.70484 5.08755 1.34528 12.0585 116.646 21.2391 18.5057 15.0148 10.6663 95.407 7.41892 4.0535
internal_count=4034 1670 2364 2208 2201 156 75 81 1640 1598 1410 119 114 109 188 166 1291 145 76 56 62 69 1146 209 173 114 56 937 56 41
is_linear=0
shrinkage=0.0425671


Tree=546
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 2 1 0 1 0 2 0 1 2 0 0 0 0 2 1 1 2 1 2 1 0 2 1 2
split_gain=1.26864 2.76151 1.71904 2.53339 3.29842 1.66816 1.61056 1.8394 1.56528 3.26412 3.30594 1.64888 2.94937 4.14037 1.88641 1.13059 1.31809 1.14577 1.11566 1.05232 2.44403 4.40729 3.77826 2.35339 2.0723 1.90423 3.20983 1.78177 1.25394 3.42877
threshold=0.37078231190000005 0.50278434775000014 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37413550490000008 43.89540535710001 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.625745710700009 0.52366695610000014 0.39382054430000007 38.478081868400004 0.50008981770000005 0.47883296910000012 0.4784437592000001 0.56859076075000015 41.257403903850005 0.34569324270000007 0.34545372890000009 42.47354681640001 0.34587287805000005 42.824128352900011 0.34554354660000003 0.48447651265000008 41.827117825850003 0.35862698720000002 36.79544512155001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 -2 -4 7 -7 -9 -10 -11 14 -13 -14 18 16 17 -1 -12 25 21 24 -23 -22 27 -18 -27 -21 -28 -30
right_child=2 -3 5 -5 -6 6 -8 8 9 10 11 12 13 -15 -16 -17 19 -19 -20 20 23 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=8.962033342408134e-05 0.0012486244328536809 0.0011977390773252341 -0.0027014021368023827 -0.0018944330958937264 -0.0019688501586797445 0.0010328560528131867 -0.00083178383662670216 -0.0012089972543867116 0.0013921276410778253 -0.0025296645148470851 -0.00014667041424817808 0.0013738876126087088 -0.0024192888367064549 0.00018002395541937474 -0.0028708782748135082 -0.00071079987208876874 0.0010147008258205989 -0.00095335558124778159 -0.0020914395850582567 0.00036749028232851272 0.0013458453978253825 -0.0035996746511645825 -0.00041276997629100583 0.00021610668425927148 0.00093891329043554789 -0.00080860289394956212 0.0012231734868747425 -0.0010225998275677651 0.0013648102754506351 -0.00099483380373803693
leaf_weight=66.012512951914687 3.3655531629919988 11.037239219993351 0.79173609614372153 4.1396112729562446 1.8110046402434816 8.0804127082228643 6.5546791462693355 3.3572280192747703 7.0264609754085532 1.8191158194094885 21.546887849457569 7.3629691116511813 2.3377057313919059 72.359861850389279 1.0581707293749776 4.8247184939682475 20.923293314874172 4.1362049253657451 1.1481592395721225 7.2456633374095016 9.77781969681382 2.3458120711147776 3.3208133429288864 22.478818081319332 8.1372747793793661 7.6522459387779262 8.3408031053841132 6.4323472902178764 4.5760708525776845 4.5267797634005547
leaf_count=989 13 64 8 68 62 29 602 23 22 18 225 28 72 865 24 33 85 31 305 31 72 22 23 111 33 35 56 38 20 27
internal_value=0.000162128 0.000264268 2.49228e-05 -0.00077344 0.000123 8.06594e-05 9.72643e-05 0.000145557 8.48054e-05 0.000122688 3.98167e-05 8.39904e-05 0.000213097 9.86769e-05 -0.000362034 0.000207261 0.000232441 2.8123e-05 -0.000245058 0.000367965 0.000199663 -0.00022159 -0.00173205 0.00055856 0.000170761 0.000586442 0.000229388 -0.000286226 0.000684738 0.000191377
internal_weight=334.528 191.768 142.76 9.31617 5.17656 133.443 132.652 126.097 118.017 114.659 107.633 105.814 82.0605 74.6976 23.7532 180.731 175.906 70.1487 22.695 105.758 59.7385 27.4819 5.66663 32.2566 21.8153 46.0192 25.0959 13.678 17.4437 9.10285
internal_count=4034 1670 2364 143 75 2221 2213 1611 1582 1559 1537 1519 965 937 554 1606 1573 1020 530 553 330 147 45 183 102 223 138 69 103 47
is_linear=0
shrinkage=0.00192234


Tree=547
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 0 0 2 2 1 1 0 1 1 2 2 2 1 1 0 2 1 1 2 2 0 0 1 2 0
split_gain=0.19493 0.598719 0.537352 0.446227 0.557188 0.357049 0.32428 0.344246 0.285625 0.1978 0.772435 1.93313 0.702654 0.967219 1.11435 1.3153 1.08593 0.684217 1.41387 0.982338 0.939698 1.13586 1.5876 1.84744 0.798877 0.606344 1.31392 1.61922 1.20334 0.653563
threshold=0.5718990449500001 0.43837010870000009 40.563919884450009 40.890797847750008 0.58415915690000009 0.5696985120000001 0.58650938595000024 42.522337019050006 42.536568606950006 0.39091643965000006 0.39408999735000005 0.53043322055000008 0.39542229275000007 0.39971857130000005 41.827117825850003 42.094663496250007 41.289992964000007 0.4019490434500001 0.41615520495000008 0.54136103710000005 40.844669808050007 0.4301667614500001 0.41911918805000009 40.00488309970001 37.784765830350004 0.52889135055000014 0.52863686715000002 0.39587138110000003 43.631818398850008 0.53544804050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 9 -6 -8 -9 -1 11 -11 -12 25 16 -16 17 -15 24 -20 21 22 -21 -24 -19 26 27 -14 -27 -30
right_child=1 2 3 4 6 -7 7 8 -10 10 12 -13 13 14 15 -17 -18 18 19 20 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0014898704705537172 0.032546677117136408 -0.054461355547042879 0.012202108631686984 -0.05523245954282488 0.051630471666328955 0.017403677763346035 -0.053622833602120917 0.054000282095194439 -0.050063414516461562 -0.05840972794375756 0.019701642065904322 0.0099836987071985316 0.054773082591897997 0.020801433949759477 0.034593449597684567 0.002801863535828837 -0.033553957840058067 -0.0068104530370335309 0.017126863476848209 0.011865109499155622 0.013310642476232773 -2.4283653649651754e-05 -0.020575080423536493 -0.084876930828941238 -0.049873002289854806 -0.052006183171974696 0.058788993207583413 -0.053286610796404371 0.035814407487395075 -0.025449187404215097
leaf_weight=192.65770526121923 0.71510555889108118 0.77501657066386576 1.4608940465841445 0.81405054935021304 0.24121846014168113 3.2159436005167654 0.31203408242436126 0.20824119448661804 0.096394653912284411 1.968180791591293 4.1240902086719862 2.1716537321917713 0.4826813936233515 3.1307497663656241 4.5058995783329037 11.675641708068722 2.8525630939984685 1.9720891178585578 6.6834465240826857 2.1178280762396815 5.7482803463935843 11.812342453049494 3.863772444659844 1.5697618201375005 2.3693381480989046 2.6173440422862768 0.69331341423094262 1.227300356593332 0.77386653702706076 0.99358290527015924
leaf_count=1931 27 416 34 95 5 30 135 1 264 98 28 24 2 19 21 308 35 25 37 20 24 136 60 16 32 51 5 113 23 19
internal_value=0.000674255 -0.00950233 -0.017197 -0.00797831 -0.0256114 0.000848999 0.00249602 -0.0167236 0.0210718 0.000648861 -0.00155998 -0.0225322 -0.000305585 -0.00157324 0.00050578 0.0116545 -0.0037773 -0.00161419 -0.00355619 9.70958e-05 -0.0044353 -0.00970334 -0.024844 -0.039152 -0.0303119 -0.0194296 0.000748335 -0.0227843 -0.0304891 0.00137469
internal_weight=273.85 4.62296 3.90785 3.13283 1.67194 269.227 0.857888 0.61667 0.304636 266.011 73.3537 4.13983 69.2139 65.0898 58.3017 16.1815 42.1202 39.2676 36.1369 31.7954 25.112 19.3637 7.55136 5.43353 4.34143 6.78809 2.4033 1.70998 4.38479 1.76745
internal_count=4034 977 950 534 500 3057 405 400 265 3027 1096 122 974 946 733 329 404 369 350 293 256 232 96 76 57 213 120 115 93 42
is_linear=0
shrinkage=0.0499828


Tree=548
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 2 2 0 1 2 0 1 1 2 0 2 0 2 2 2 0 0 0 1 0 0 2 2 2 0
split_gain=1.39618 1.6781 2.03823 2.78782 1.44676 1.2781 1.46556 1.91097 1.52516 1.19428 2.04211 1.12754 1.00635 0.930865 2.02541 1.60333 1.55486 1.46337 1.18597 2.97902 1.14278 1.53452 1.1802 1.09831 1.85802 2.68861 1.08442 1.35712 1.06997 1.47914
threshold=0.39091643965000006 0.53043322055000008 0.39408999735000005 0.3975479776000001 0.47883296910000012 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 41.436838994450007 0.52453519355000011 0.46476153410000004 0.4662734648500001 41.872294782850005 0.4778150355000001 41.741384785950011 0.47769527860000011 47.927946529500012 42.719328117250008 42.686561923500008 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.34542378970000004 0.47464147780000004 0.46989611090000011 41.571132012400007 41.385032804600009 38.400997490450003 0.46989611090000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 9 13 6 7 -3 -8 -4 -11 -10 -7 15 16 26 17 18 19 23 21 22 -20 24 25 -15 27 28 29 -1
right_child=1 5 3 -5 -6 12 8 -9 11 10 -12 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0858725449864111e-05 -0.0022475737310949421 0.0018701721591538897 0.0010709464509223766 -0.0020258499372013475 0.00035315685944790139 0.0001676149392091098 -0.0024128985535931684 -0.00083367557925969986 0.0024252663637178316 0.0020425739893911313 -0.002516188774656385 -0.0022676686737665599 -0.0013506238837312794 -0.0022261536612343648 -0.0021626183876357979 0.0015779627558948261 0.0018159647988248932 0.00030248432796487574 0.0006991938434612341 0.0025637116918794407 -0.0020940240375509969 0.0010611130623370509 -0.0020421467876723595 0.00041805002301268908 -0.0025407649819766207 0.0030253304757492951 -0.0012484237437974325 0.0011399545950468383 -0.00019701454694680032 0.0014728480419021223
leaf_weight=6.6467913677915913 2.5503438564483059 1.4237150121480215 3.8294582166709006 2.3279189406894147 159.57825773581862 77.746286982932361 2.4601809557061647 3.0041231236391468 0.49704691767692555 0.56057473365217436 1.0308541241101918 0.30546031869016588 1.6475300253659941 0.74169289018028395 1.8966357214376319 2.9249198017641893 1.4685828834772099 11.188888922333716 0.78287830390036139 1.305058419704437 2.9246202525682747 1.4699331903830168 2.2433270958717912 2.1397062407340854 1.9901424832642076 0.7005462646484375 2.0784229505807152 4.7386877830140284 22.521889902884141 3.9636268247850239
leaf_count=205 98 5 31 203 908 784 71 196 1 3 72 61 578 47 40 16 5 54 11 3 106 15 195 24 34 1 22 20 203 22
internal_value=0.000169936 -2.31535e-05 -0.000756933 -0.000266322 0.00025123 6.36279e-05 -0.000684641 3.57123e-05 -0.00166224 0.000489281 -0.000910382 0.000638983 0.000136109 2.44612e-05 -0.000242498 0.000204109 -0.000107394 -0.00021822 -0.0006257 -5.05915e-05 -0.00115868 -0.000550262 -0.00133296 -0.000662897 -0.00133675 0.000324677 0.000103522 0.000177719 4.00969e-05 0.000543395
internal_weight=328.688 97.3835 10.2991 7.74881 231.305 87.0843 7.69053 4.42784 3.26269 5.42089 1.59143 0.802507 79.3938 71.7264 28.852 42.8743 26.9554 25.4868 14.2979 6.87715 7.42076 4.49614 3.02621 5.57209 3.43238 1.44224 39.9494 37.871 33.1323 10.6104
internal_count=4034 2103 407 309 1931 1696 334 201 133 106 75 62 1362 1023 535 488 495 490 436 109 327 221 206 106 82 48 472 450 430 227
is_linear=0
shrinkage=0.00192234


Tree=549
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 1 2 0 0 2 2 2 2 1 0 0 0 0 0 1 1 2 0 0 2 2 1 1 2
split_gain=1.25016 1.6168 2.70756 1.59429 1.40455 1.30993 1.27909 1.1337 2.52605 1.95865 1.64938 1.56856 1.38059 2.95165 1.62999 1.95806 2.72607 1.36417 1.78132 1.5165 0.987247 2.20911 0.959166 0.927965 1.51572 2.51097 2.16179 1.47991 2.03706 1.20077
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 42.360359531950003 0.47883296910000012 0.52453519355000011 0.4662734648500001 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 42.719328117250008 42.686561923500008 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.46280051495000007 0.45368402140000008 48.96897326980001 0.5654770815500002 0.55832160710000012 38.903925214650009 40.844669808050007 0.43401395170000007 0.42922367590000005 39.051326806600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 7 -4 20 11 9 10 12 -1 13 14 15 16 -9 18 19 -14 21 23 -12 24 27 -26 -27 28 -3 -25
right_child=1 6 3 -5 -6 -7 -8 8 -10 -11 22 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.00011787726024245786 -0.0027214140518263107 7.5810269961762561e-05 0.001631279644899903 -0.0021684615551608678 0.00033250915137916526 -0.00061907777646624416 -0.0014376363178356358 -0.0021764474187276873 -0.0021696243065584845 0.0018702831619328995 0.00084533756007629083 0.0015571732284784363 0.00093874658490880191 0.0024958821775563117 0.00069445600637178676 -0.0025381375696519218 0.0029721440718893407 -0.002078481763355261 0.0012266197324662905 -0.0020164456289343915 0.00099305357776568451 -0.0015482532587868408 -0.0002609380642734461 -0.00079585448668926108 0.001100702981575286 -0.002961398754868211 -0.00055651999416176897 0.00093982444275758951 -0.0016332740904607139 0.00069306447676925642
leaf_weight=39.474912903649965 2.0379054692457421 53.496053308481351 1.7678140908246862 1.0526634653215294 160.90676649473608 1.9129769364371894 2.0161591595679047 0.76196845527739332 2.2789081223309031 1.674257531762122 5.8426018431782705 2.8860587980598202 0.82174124009907101 1.3362721800804136 2.1236490036826581 2.1359673924744129 0.70161503553390503 3.3889779821038246 1.4513357728719709 2.4728318544803187 4.0219181861029929 3.0114864169445346 5.3170385435223579 2.2205378590151694 1.8860700242221344 2.0464145634323359 3.7800317998044193 6.6050711389398193 2.5973210409283629 14.400236006331395
leaf_count=472 49 454 20 186 893 54 757 47 40 5 20 16 11 3 24 34 1 106 15 195 27 174 34 65 20 22 40 42 46 162
internal_value=0.00015806 -1.50703e-05 -0.000905155 -0.000123196 0.000234296 0.000461726 4.76587e-05 1.68256e-05 -0.000261476 -0.00010633 -0.000231903 0.000215937 -0.000635968 -2.61356e-05 -0.000614985 -0.00138752 0.000291693 -0.00116518 -0.000513008 -0.00127935 7.9494e-05 3.86885e-05 0.00031825 9.36001e-05 -9.49987e-07 -0.000789355 -0.00140118 9.60314e-05 -3.32636e-06 0.000494145
internal_weight=336.428 102.853 6.77136 4.73345 233.575 3.68079 96.0813 72.6681 30.3072 28.0283 26.354 42.361 15.1944 7.05947 5.7232 3.59955 1.46358 8.13489 4.74591 3.29457 94.0651 90.0432 11.1596 87.0317 70.411 7.71252 5.82645 62.6984 56.0934 16.6208
internal_count=4034 2118 309 260 1916 74 1809 1023 535 495 490 488 436 109 106 82 48 327 221 206 1052 1025 54 851 624 82 62 542 500 227
is_linear=0
shrinkage=0.00188464


Tree=550
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 2 1 0 1 2 2 0 0 0 1 0 2 1 2 2 1 0 1 2 1 1 1 0 0 1
split_gain=0.182871 0.307652 0.394752 0.349757 0.701232 0.219961 0.452002 0.677499 0.50391 0.272651 0.688146 0.195358 0.621096 0.594505 0.393624 2.28592 1.81617 1.14997 0.858329 0.762536 0.494813 0.401562 2.04603 0.702132 0.607411 1.22002 1.65812 1.10429 1.18333 0.841793
threshold=32.724174661450007 0.38906020780000011 0.53043322055000008 30.317390213800007 0.38052752915000004 34.883496062400006 0.34398670700000006 0.49830843385000007 0.38733870245000007 33.151194885250007 34.41230404325001 0.47721625100000004 0.47754558250000007 0.47709649410000005 0.34515433670000012 0.4815274992000001 40.636252116050009 0.34527409360000011 41.50623664750001 42.094663496250007 0.34488488370000009 0.47943175355000006 0.34560342505000002 42.141702038450013 0.34536391125000004 0.34542378970000004 0.34545372890000009 0.48244064550000004 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 3 -3 4 -1 6 -2 -8 -9 -10 -11 13 -13 -7 15 16 -14 19 -17 -16 -18 22 -19 -24 -23 -26 -27 29 -29 -28
right_child=5 2 -4 -5 -6 11 7 8 9 10 -12 12 14 -15 17 18 20 21 -20 -21 -22 24 23 -25 25 26 27 28 -30 -31
leaf_value=-0.050185817060958461 0.03730363174986915 0.052515080018609363 -0.048226933544560042 -0.046941711255610155 0.048892192548164237 -0.0010444658874863991 -0.029282657996085596 0.025732448258313514 0.013852476296286583 -0.052787234203260092 0.0088415388933597138 0.017515881555353878 0.00026911519803637885 -0.025391018100185406 0.029632236830327688 0.026179780318802436 -0.020665248271742848 -0.010959692573626563 -0.0020594786321076874 0.0030317683767729798 -0.046197320587688308 0.017774837054863317 0.038563135654099981 0.0089069968415800473 -0.03719557525105837 0.044747486955521769 -0.029591210258883095 0.036575566714443036 0.00018543866929197637 -0.0051768606526594249
leaf_weight=0.30803972996363771 1.0507281608879555 0.28142642974853505 0.12414776829973562 0.74006790792918764 0.3252737820148468 32.858652279974194 1.1213152911514042 2.6445464193820953 1.2857141815766229 0.65251836433890265 1.0421853660081977 4.9775316212326279 6.3022513911128062 2.3823712300509206 5.1354560069739801 4.8677972219884378 3.0374511042609811 6.4103293661028129 4.6716066375374794 4.4593057953752577 3.7648068265989423 4.1499439068138591 4.048291951417923 3.139277582988143 1.9777216091752041 1.8130372017621983 4.5945554785430422 2.0048552900552741 154.13331943517187 9.7981441731099022
leaf_count=48 16 1 108 38 3 757 23 15 12 48 27 30 29 17 21 20 19 39 26 25 25 24 30 34 13 20 26 52 2441 47
internal_value=0.000703232 -0.0143365 0.0216776 -0.0249719 0.000701269 0.000801479 0.00859198 0.00412016 0.0107789 -0.00248951 -0.0148876 0.000571852 0.00107325 -0.00269035 0.000708377 -0.00517494 -0.0179326 0.00136899 0.0123505 0.0172693 -0.0347963 0.000574693 0.00837049 0.0256104 -1.92756e-05 -0.000442887 -2.11335e-05 -0.000497101 0.000652697 -0.0129706
internal_weight=274.103 1.77896 0.405574 1.37338 0.633314 272.324 7.79701 6.74628 5.62496 2.98042 1.6947 264.527 229.286 35.241 224.308 22.6439 13.1045 201.664 9.5394 9.59476 6.80226 192.069 13.5979 7.18757 178.472 174.322 172.344 170.531 156.138 14.3927
internal_count=4034 198 109 89 51 3836 141 125 102 87 75 3695 2921 774 2891 119 73 2772 46 46 44 2726 103 64 2623 2599 2586 2566 2493 73
is_linear=0
shrinkage=0.0470614


Tree=551
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 2 1 2 2 0 1 0 1 1 0 0 1 2 1 2 2 0 0 2 1
split_gain=1.25092 2.08042 1.44587 1.305 2.11427 1.84997 2.58298 2.27911 1.77162 1.65298 1.23125 2.38791 2.6785 1.82815 1.59469 2.30501 1.93089 1.61256 1.52674 1.50948 2.23429 1.78733 1.81859 1.21964 1.18112 3.3939 2.22796 1.89424 1.13511 1.02625
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 40.636252116050009 0.37286308795000006 42.660927378600007 40.316494640950005 0.5017514446000001 0.35275889945000011 0.5054040298000001 0.34575312120000007 0.34587287805000005 0.4778150355000001 0.47916230050000003 0.34551360740000009 41.770271989050009 0.4662734648500001 41.50623664750001 42.824128352900011 0.48200652675000005 0.4815274992000001 42.779078631750004 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 -6 -7 -10 13 14 -13 -4 15 17 -16 19 -19 -12 -21 24 -23 29 27 26 -26 -22 -20 -3
right_child=1 23 10 4 5 8 -8 -9 9 -11 11 12 -14 -15 16 -17 -18 18 28 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.2174382512219063e-05 -0.0022953408584591288 0.0001003853445730819 0.00038167392359979074 0.0028103765398355355 -0.002182838763605695 -0.0020635537868951147 0.001249627739120029 0.00092544358527918479 -0.0019191581874361645 0.001529391331515609 0.00087587233587781339 -0.002234512759960481 -1.1417307599152996e-05 0.0011974124961812243 0.0020254084997405539 -0.0011688668064226545 -3.4871792156644234e-05 0.0013883458890495764 0.00062864012912197491 -0.0011651174730448284 -2.4150668524872651e-05 -0.0016950520090631424 3.2648919593829209e-05 -0.0013704076193037104 -3.6730244653028083e-06 0.00093836138802665353 -0.0018763477408284535 0.0015176605448979615 -0.00025125961311258283 0.0010979699812440965
leaf_weight=48.816052719892468 1.5291794333606947 75.345622048742371 74.481936283409595 0.6679835319519033 2.3080648505128907 4.2296123689739034 3.3038835013285279 1.3154035210609434 0.85174590558745 1.1743817799724636 6.9165157675743094 2.9227458350360376 5.639132471755147 11.229385782033203 3.8474561423063269 4.1514750588685265 2.7854302804917097 6.8187532834708682 18.96099181286991 5.7616044152528039 5.3055725917220133 3.5099988356232625 5.6430949084460735 1.9223130448081054 5.7117385603487509 7.7673931121826163 3.7302360534667969 6.0664895623922348 7.1792230010032645 3.849958538892678
leaf_count=890 29 840 352 1 93 140 15 6 183 12 25 25 60 50 28 35 19 67 98 49 22 23 30 757 31 32 26 28 41 27
internal_value=0.000173299 -7.61751e-06 0.000246885 -0.000643127 -0.00046072 -0.000626466 4.44359e-05 -0.00105446 -0.00136939 7.96861e-05 0.000321771 0.000182608 -0.00077031 0.000488547 0.00026926 0.00020174 0.00116021 0.000269989 0.00059415 5.80571e-05 -7.19874e-05 9.49203e-05 -0.000629884 0.000112877 0.000327036 1.55975e-05 -0.00074351 0.000798337 0.000386982 0.000148881
internal_weight=333.743 96.4981 237.245 15.3803 13.8511 13.1831 6.92735 3.62347 6.25574 2.02613 188.429 102.718 8.56188 85.7113 94.156 87.5231 6.63289 83.3716 32.959 50.4126 43.4961 37.7345 9.15309 81.1179 28.5814 17.2094 9.44197 11.3721 26.1402 79.1956
internal_count=4034 2103 1931 479 450 449 114 99 335 195 1041 639 85 402 554 507 47 472 206 266 241 192 53 1624 139 89 57 50 139 867
is_linear=0
shrinkage=0.00188464


Tree=552
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 0 0 1 1 2 2 2 1 2 2 0 0 1 1 2 0 2 2 0 2 0 0 0 0 1
split_gain=1.46849 1.02138 2.88359 1.06889 0.932287 0.887518 1.47165 1.28918 2.36713 1.64899 3.43659 2.43517 1.63078 2.63952 2.14397 1.34261 1.6266 1.47282 2.27842 1.95986 1.89031 1.83809 1.7043 1.43651 1.41861 1.3817 1.94054 1.24488 1.12659 2.64528
threshold=0.4662734648500001 0.46280051495000007 0.45368402140000008 0.58415915690000009 42.522337019050006 0.52366695610000014 0.47883296910000012 0.44805544745000009 0.43967246490000006 39.952536079750011 40.00488309970001 39.337369931850013 0.42780156285000009 42.310579034350006 40.340071172300007 0.54499865270000014 0.54300769440000007 0.40509266190000009 0.39971857130000005 41.385032804600009 0.52507409960000018 43.631818398850008 43.680097826700013 0.54228915300000013 48.86568841230001 0.55769288345000012 0.55257327625000008 0.54136103710000005 0.54228915300000013 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 6 -1 8 9 11 -11 28 14 -14 -12 16 17 18 19 -16 -21 -22 -23 24 -24 26 -17 -13 -7 -30
right_child=4 -3 3 -5 -6 7 -8 -9 -10 10 12 27 13 -15 15 25 -18 -19 -20 20 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.1091828025883137e-06 -0.0022586789528325174 0.0011572593774954493 -0.0023162485585299067 0.00062441490024226225 0.00049952819058328923 0.00018375675792822366 0.00035131610464657993 0.00061665218651373033 -0.0019099646821602026 0.0023837377079885193 -0.0019194727990999377 -0.00084357685650406078 0.001067547885489874 -0.0010845002258853089 0.0012316322100446944 -0.0012156743441416157 0.0012381467227778342 -0.0012297913837533028 0.00099472870612444088 0.0011029509157329282 -0.0024762306347495917 0.0027154162364978491 -0.0026050598577179672 0.0015758111701180881 0.0011494451637583938 -0.0025050018108200363 0.0011166003178007635 -0.0029268342391078768 0.00089229149528490318 -0.0014966556510979442
leaf_weight=70.282727457437431 1.700436141851241 4.2361808515852308 2.6656440244987603 0.63803912070579816 0.72929054088308465 15.594618177041417 153.88757863640785 12.718565588467753 2.8439601077407124 2.8186216950416556 2.6590164899826041 2.830366948619484 12.019002139568327 2.9578884918009853 2.3264734521508315 3.9759265512693664 5.0540339006111017 3.6491832952015093 8.2351534832268936 1.6196625046431998 3.2114604450762272 0.62189379055053029 1.8328515496104962 0.70225460827350605 0.54341721441596735 1.5292422374477608 2.3724408857524395 2.0672473516315222 2.8462887853384 5.9998653079383075
leaf_count=1030 479 27 123 53 278 124 942 88 79 6 23 35 54 75 27 50 22 63 32 10 85 2 96 3 4 47 18 30 10 119
internal_value=0.000150019 0.000161563 0.000148723 -0.00174832 -0.00143079 0.000167995 0.000239568 9.18309e-06 -7.83048e-05 -1.73553e-05 0.000187591 -0.000409447 7.14756e-05 0.000642525 -0.000151636 -1.98677e-05 0.000190901 -4.18285e-05 0.000185221 -0.000428742 -0.000881511 -0.00134653 -0.000366104 -0.000988604 -0.00174646 -0.000763571 -0.000344083 -0.0017229 -0.000146247 -0.000728001
internal_weight=335.169 332.74 328.503 3.30368 2.42973 325.2 224.17 101.029 88.3109 85.4669 56.1285 29.3384 53.3099 14.9769 38.333 35.674 27.7964 22.7424 19.0932 10.858 8.53154 6.91188 3.70042 3.07852 2.37627 7.87761 6.34837 4.89761 24.4408 8.84615
internal_count=4034 3277 3250 176 757 3074 1972 1102 1014 935 617 318 611 129 482 459 344 322 259 227 200 190 105 103 100 115 68 65 253 129
is_linear=0
shrinkage=0.00204082


Tree=553
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 0 2 0 2 2 2 2 0 0 2 2 2 2 2 0 0 0 1 1 2 2 0 0 1
split_gain=1.78658 2.06343 1.78336 1.42329 1.32627 2.33839 2.79333 1.25654 1.63487 1.33751 1.24366 2.41437 1.72495 1.33952 1.97271 1.31633 1.16481 1.43469 1.11424 3.38145 1.18182 1.59635 1.22976 1.00813 2.39408 1.12634 3.11426 1.70092 0.970405 1.39371
threshold=0.39091643965000006 0.47883296910000012 0.53544804050000006 0.4662734648500001 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 36.728658719300007 41.872294782850005 47.927946529500012 41.741384785950011 0.4778150355000001 0.47769527860000011 48.96897326980001 44.262924377150007 47.927946529500012 42.719328117250008 42.686561923500008 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.46280051495000007 0.45368402140000008 37.198331469900005 35.509685375550013 0.54386096225000014 0.5398790455000001 0.41804137600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 23 5 6 -2 9 -9 -6 12 13 -1 14 18 -13 -3 -18 19 -12 21 22 -20 24 25 26 27 -4 -27 -30
right_child=2 16 3 -5 7 -7 -8 8 -10 -11 11 15 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.00012536291171933158 -0.002265192847660991 0.00044123705765796204 0.0023629985811667248 -0.0015763811148132593 2.0188316634555646e-06 0.0010616913034437923 0.0011352469472344969 -0.001998749078105707 0.0016602286929175158 -0.0021558501961048914 -0.00083033134311453702 0.0010273773310540875 0.0016792608200550609 -0.0022226261374824652 0.0016929957802499713 -0.00028461076696204663 -0.0018113425869515963 0.00043980770803748922 0.00058796360918019765 0.0026376684466347796 -0.0021565627138298107 0.0010355115202484754 -0.002083051085059916 0.0011061558765650481 -0.0016872205003629149 0.00066878030135609004 -0.0025834669624417994 -0.0004876662368048265 -0.00066732153952162206 0.00022571429763521215
leaf_weight=39.143179733568104 2.6649852874688786 158.44979719631374 1.1634341478347772 1.9218151745881176 1.4575854158028958 3.7624640660360456 1.4256206527352331 0.78885871177772049 1.1596382362768052 4.5569985102338251 5.7022459944710215 6.2320606932044011 2.9538435386493793 2.0442717168480149 1.3928011655807502 5.5660025104880333 1.9941026726737607 2.3965881206095219 0.90027664601802682 1.3337891101837156 3.2436021100729704 1.5239872261881826 2.5114456948358566 3.8807968150358638 2.8332959338440551 14.536489417776464 2.1095198832917958 2.6101203119615093 7.8241918755229554 47.558328081620857
leaf_count=472 98 849 3 757 20 19 7 183 12 140 106 20 16 40 5 34 43 16 11 3 106 15 195 27 174 59 46 59 103 396
internal_value=0.000197736 0.000291096 -2.1466e-05 9.17166e-05 -0.000625717 -5.39533e-05 -0.0010801 -0.00118958 0.000178873 -0.00163291 1.60521e-05 -0.000285803 0.000234396 -0.000724912 -0.000540561 0.000408417 0.000413632 -0.000582588 -0.000745019 -0.000172918 -0.00123715 -0.000632945 -0.00137823 0.000130567 8.24199e-05 0.000148565 -0.000675421 0.000391229 0.000217896 9.95502e-05
internal_weight=335.642 235.388 100.254 84.438 15.8162 7.85307 4.09061 7.96308 1.9485 6.01458 72.5475 30.4505 42.097 18.6524 16.6081 11.7981 162.84 4.39069 15.2153 7.03604 8.17931 4.93571 3.41172 82.5162 78.6354 75.8021 5.88307 3.77355 69.919 55.3825
internal_count=4034 1931 2103 1624 479 124 105 355 195 160 1023 535 488 481 441 54 908 59 436 109 327 221 206 867 840 666 108 62 558 499
is_linear=0
shrinkage=0.00196078


Tree=554
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 0 0 2 2 0 2 2 1 0 0 0 0 0 2 2 2 0 0 2 1 2 1 1 2
split_gain=1.30103 1.62094 1.51174 2.65132 1.77999 1.36794 2.25405 1.95671 1.78403 1.4881 1.279 1.27266 2.71234 1.70897 1.88473 2.95951 1.37956 1.86727 1.5285 1.10489 1.49719 1.13537 1.59116 1.11385 1.10077 0.887791 0.800451 1.91989 3.51356 3.06443
threshold=0.39072183470000005 0.47883296910000012 0.52770875125000016 39.110279783550006 0.39587138110000003 41.872294782850005 0.4778150355000001 0.47769527860000011 41.741384785950011 47.927946529500012 0.52453519355000011 42.719328117250008 42.686561923500008 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.46989611090000011 0.45798030000000006 0.37331217625000007 41.571132012400007 41.385032804600009 38.400997490450003 0.4784437592000001 0.46989611090000011 48.96897326980001 0.4662734648500001 41.243661560350013 0.34569324270000007 0.34545372890000009 42.47354681640001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 10 8 7 9 19 11 -5 12 13 14 15 -7 17 18 -13 20 21 23 -23 -1 -11 -4 -3 28 -28 -30
right_child=2 26 25 4 -6 6 -8 -9 -10 24 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=8.8651924581397543e-05 -0.0028066271096036902 0.00048525519316524381 7.4939777550291116e-05 0.0018542708146471426 -0.002059878104031188 -0.0023312843923486305 -0.0022492011746984551 0.001927180823806012 0.0016847080336528009 0.00083685140495922035 -0.00053217608931818553 0.0010168359184269192 0.0025114660450955128 0.00077072711288370924 -0.0026454572199559236 0.0031395066802426008 -0.0021695147934093291 0.0012679362980376368 -0.0020983340483807953 -0.001278778248834469 0.0012161806113918934 8.7060785048856021e-06 -0.0015278655759740599 0.0014524363128154306 -0.00039725131555697784 -0.0013138523422357323 0.00015368405214740376 0.00045381961995070915 -0.0033078202972098274 -0.00036889201200541734
leaf_weight=6.0828761855373141 2.0015338740777215 88.240899715572596 89.703063314285828 1.6699858675710859 1.3148508420854339 0.81958691996988908 2.1459068646654478 1.620651215314864 3.0264483732171348 5.8664803579449636 1.7877502739429472 0.79419836541637634 1.274624168872833 2.0764606636948884 2.1357563249766827 0.70908546447753906 3.4007340157404542 1.5111016072332857 2.5496050884248689 2.0509327175095668 4.8438067596871397 19.552267685998235 2.9867973402142516 3.704786277608946 5.279539555311203 1.805299443170951 21.929011542350057 45.890892110299319 2.3246735893189898 3.3009802475571632
leaf_count=205 49 433 1052 21 190 47 40 5 16 20 49 11 3 24 34 1 106 15 195 22 20 187 16 22 34 757 105 310 22 23
internal_value=0.000170708 0.000250189 -1.86234e-05 -0.000912411 -0.000118012 6.42566e-06 -0.000312372 -0.000164134 0.000234188 -0.000292433 0.000620408 -0.000690015 -7.5975e-05 -0.000650453 -0.00145577 0.000206381 -0.00121182 -0.000540973 -0.00135844 0.000122262 0.000199566 4.72372e-05 -0.000194915 0.000604866 0.000252293 4.75413e-05 0.000359389 0.000208168 -0.000200952 -0.00158334
internal_weight=332.401 234.118 98.2825 6.77412 4.77259 72.4316 30.1837 28.0378 42.2479 26.4172 3.45774 15.2712 7.01551 5.74089 3.66443 1.52867 8.25564 4.85491 3.3438 39.2215 37.1705 32.3267 22.5391 9.78766 11.146 91.5084 161.686 73.4456 27.5547 5.62565
internal_count=4034 1916 2118 309 260 1023 535 495 488 490 70 436 109 106 82 48 327 221 206 472 450 430 203 227 54 1809 893 460 150 45
is_linear=0
shrinkage=0.00196078


Tree=555
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 0 0 2 2 1 1 0 0 1 1 1 0 1 0 0 2 2 1 2 1 0 1 0 2 2
split_gain=0.196958 0.539424 0.5231 0.423898 0.527797 0.327425 0.309304 0.32383 0.284495 0.205397 1.54819 0.952002 1.44828 1.56574 0.652047 0.994171 1.14688 1.19884 2.0906 1.4005 0.541081 0.505765 0.498688 0.838445 1.13063 0.959962 1.1812 0.914524 3.04232 0.943271
threshold=0.5718990449500001 0.43837010870000009 40.563919884450009 40.890797847750008 0.58415915690000009 0.5696985120000001 0.58650938595000024 42.522337019050006 42.536568606950006 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 43.308802343500005 43.084235337800003 0.36533337325000009 36.491284729650012 0.36006406990000012 0.49336846205000007 0.34398670700000006 0.50278434775000014 37.038444968100009 43.426640904350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 9 -6 -8 -9 10 22 12 13 -11 -13 -16 -17 -18 -19 -20 -15 -14 23 25 -25 26 -1 28 -26 -30
right_child=1 2 3 4 6 -7 7 8 -10 11 -12 14 21 20 15 16 17 18 19 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.015753202032770787 0.024335714342101827 -0.043400780527990873 0.0093642380779868969 -0.04402252818870394 0.040724721814567724 0.013517627142865184 -0.042809058534617063 0.04318625383028532 -0.04014069744008663 0.019423095454592296 0.028274602337848388 -0.024566700152107449 -0.048067076042782479 -0.054637570019252742 0.016162724857029191 -0.02529020095940698 0.01717873946569981 -0.033909476247677588 0.02247901221787647 -0.00077820850918864184 -0.0021492008960259526 -0.012041662197016316 -0.0096381129622984119 0.0016151015115899877 -0.10220892925073813 0.030382187398786436 -0.036979905753213228 0.010240760689967538 -0.029193883321574608 0.015540599195377543
leaf_weight=2.269440599775407 0.72091386799001966 0.75289433372017844 1.4777609381126242 0.78097238536429336 0.23549983627162874 3.2694541499949983 0.30121798667823896 0.20199412107467651 0.09761839485145174 2.5277086198329921 3.4388586021959773 1.6559527963399876 1.9709074004786091 0.81440988778194856 6.3315834491513661 2.8475201702385666 6.4629079790320239 2.9440111771691582 4.3930106479674569 78.027884719471331 0.51490749008371495 0.91726748389191914 6.6639354089274994 137.60095429548528 0.71300774812698309 3.3961012326180935 0.97558111271791847 1.4079871922731397 1.8038430545711892 1.3047340947668997
leaf_count=101 27 416 34 95 5 30 135 1 264 13 30 14 45 24 41 31 36 29 27 1036 38 23 42 1291 5 22 65 5 44 65
internal_value=0.000772532 -0.00747971 -0.0134403 -0.00615224 -0.0203299 0.000911019 0.00179439 -0.0134646 0.016037 0.000757787 0.00167481 -0.000579719 -0.0151647 0.000905337 0.000378553 0.000787516 -0.000240728 0.000536039 -0.000723966 0.000461395 -0.0343063 -0.0366256 0.00108896 0.00156721 0.000919956 0.0154876 -0.000100443 -0.0173708 -0.0275437 -0.0104179
internal_weight=276.821 4.56887 3.84796 3.09506 1.6173 272.252 0.83633 0.600831 0.299613 268.983 159.574 109.408 6.7452 3.85703 102.663 101.007 94.6753 91.8278 85.3649 82.4209 1.32932 2.88817 156.136 149.472 142.831 6.64112 3.24502 5.22957 3.82158 3.10858
internal_count=4034 977 950 534 500 3057 405 400 265 3027 1670 1357 143 75 1214 1200 1159 1128 1092 1063 62 68 1640 1598 1410 188 166 119 114 109
is_linear=0
shrinkage=0.0400778


Tree=556
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 0 2 2 2 1 1 1 1 0 2 0 0 0 0 1 1 2 2 0 0 1 2 2 2
split_gain=0.214046 0.707578 0.801873 0.643712 0.68092 1.52646 0.78152 0.98689 1.01566 1.0073 2.4094 0.979054 1.03857 1.36041 0.973956 0.911117 0.769034 1.44336 0.811178 0.64392 0.615904 0.646747 0.860678 0.584753 0.580941 0.988894 0.580497 0.560123 0.544116 0.529165
threshold=42.558389508100007 0.55769288345000012 0.44805544745000009 0.54300769440000007 0.38370108680000009 43.426640904350009 0.50339810185000011 42.67709657435001 42.779078631750004 43.384297312450009 0.34623214870000002 0.34623214870000002 0.34527409360000011 0.34521421515000011 0.48119816770000007 43.631818398850008 0.39718870690000002 0.45994131915000008 0.39672464895000009 0.54228915300000013 0.39814676205000005 0.39900002995000006 43.847983878700006 48.86568841230001 0.54386096225000014 0.55609113500000007 0.40301188585000008 43.308802343500005 43.572676689450006 43.077238082650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 7 -2 14 10 29 12 13 16 -9 -13 18 -18 23 20 28 -22 -23 -11 -5 -26 -24 -8 -7 -10
right_child=1 2 -4 24 5 19 27 8 9 11 -12 15 -14 -15 -16 -17 17 -19 -20 -21 21 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012925775135321353 -0.032358323579247228 -0.045503100464929058 -0.0042225212987643404 0.033759128476169423 -0.051934967872643283 0.018353999482444233 0.026471605292321218 1.1208947325085464e-05 0.0046006447162723289 0.005029384432805835 -0.047671731408947232 0.041635862764873854 -0.026802842225488743 0.036598468096014025 0.033166548323611926 0.0052988907611167622 -0.0021299113158995894 -0.056254287069574867 0.024276034604858165 0.030592466466901364 0.037783263761919268 -0.055568996971605791 0.015318296913905665 -0.020962994649652986 -0.023946534684024447 0.035338054755453381 -0.041839184683658596 -0.00046959786179678767 -0.034510035785728518 -0.015332679746002628
leaf_weight=215.47410939269867 1.6096024783328164 1.2144768720754648 2.0295351534805377 1.6385865919291966 1.322498415946028 0.37985575385391745 2.9640692248940459 3.0962497335858634 5.6643562422832456 4.248476857668722 2.4741301246685898 1.7099828319624055 2.4195315614342681 1.59857432730496 2.6593597829341888 3.1979680503718555 2.7890062592923655 1.1130718281492589 2.3149988353252411 0.7497342824935912 0.65742008388042483 0.47609076532535288 1.5607620719820259 2.0826593711972237 1.0812080263858659 0.78355506807565678 0.35152848889993027 2.1498173093423247 1.8239986469270659 3.4663791462371591
leaf_count=2559 25 96 366 7 39 7 20 25 72 71 37 11 37 6 55 79 59 20 7 4 3 9 10 19 45 5 120 41 110 70
internal_value=0.000702951 -0.00142777 -0.0196769 -0.000377803 -0.00148292 -0.0128571 0.000345068 -0.00152638 -0.000248473 -0.00295914 -0.0124978 0.00219562 -0.00247447 0.00168642 0.0153305 0.0179591 -0.00276119 -0.0175689 0.00392169 -0.00424277 -0.00921779 0.00249003 -0.0072247 -0.00352094 0.0163031 0.000964265 0.00481127 0.0151458 -0.0253984 -0.00296681
internal_weight=275.102 59.6275 3.24401 56.3835 52.8801 7.32189 45.5582 40.4443 38.8347 33.0791 11.6049 21.4743 16.5663 14.1468 5.75561 4.90795 12.5482 3.90208 8.64614 5.99939 5.24966 3.0458 2.38838 6.33114 3.50335 1.86476 1.91229 5.11389 2.20385 9.13074
internal_count=4034 1475 462 1013 956 302 654 593 568 488 179 309 219 182 80 90 176 79 97 263 259 142 139 90 57 50 130 61 117 142
is_linear=0
shrinkage=0.0401832


Tree=557
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 0 1 1 0 2 0 2 0 0 0 0 2 1 1 0 0 0 0 2 2 0 0 1 1
split_gain=0.212133 0.297624 0.669353 0.609901 0.221823 0.911607 0.912383 0.65425 1.10775 0.684835 0.488059 0.45651 0.829404 0.843862 0.946229 0.352343 0.607382 0.536304 0.327265 1.15942 0.486429 0.888304 0.534315 0.591709 0.576398 1.85719 0.409557 0.329606 0.703302 0.298366
threshold=49.283271594150008 0.39718870690000002 49.835088602800006 50.448116877400004 47.927946529500012 44.421469061800003 0.37331217625000007 0.35471991855000007 0.35862698720000002 0.54228915300000013 47.709122305950011 0.43513667255000005 39.577821550850011 0.43260680815000008 0.42018203045000008 0.39672464895000009 0.51857728810000003 48.86568841230001 0.32168198560000011 0.33750486510000005 0.46495613905000005 0.46898296455000005 0.47515044460000005 0.47700667645000011 42.686561923500008 42.719328117250008 0.45798030000000006 0.45798030000000006 0.34452561300000012 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 11 -7 -8 -9 -10 -11 12 13 14 -1 -6 -17 -18 -13 26 27 -22 -23 24 -24 -26 -20 28 -21 -25
right_child=1 2 3 -5 15 6 7 8 9 10 -12 18 -14 -15 -16 16 17 -19 19 20 21 22 23 29 25 -27 -28 -29 -30 -31
leaf_value=-0.048779711627089065 0.0076082424522346996 -0.055248148025624812 0.027684771553148652 -0.048650186643964678 -0.0014782955187125604 0.040681421426220096 -0.051595701516040489 0.051115592461138011 -0.05125557792450984 -0.051742553879545072 0.030494065692114856 0.022092807602526212 -0.052839351033475174 -0.072749983107834496 0.033653284759855601 0.025687830120241988 -0.030036882516563144 0.022499612762004826 -0.016508394256333006 0.047765546909588487 -0.030468066916828258 0.016178567298878677 -0.025865115827791513 0.0032519052439882595 0.067427622471546794 -0.048592482935510821 -0.059075091880789472 0.039267832966405382 -0.05068548442716829 -0.00011522322293376409
leaf_weight=0.40911278977000565 1.0955431610345834 0.81379242877301283 0.68281143026251789 0.35050944550312124 5.1346397995948774 0.48128472082316776 1.563578676665202 0.48377193510532412 1.1620057740656191 0.22718135728064215 0.53760074099409394 1.6464280635118473 0.97821867410675611 0.29737460613250721 1.2484852254856376 3.9680424416437745 1.0041049398714674 0.75198666803771619 1.2132147708907717 0.31622177362441917 1.9494026961328916 5.3053921110695219 3.3276646221056572 106.51583263790235 0.63786119222640969 0.58561619836837053 0.85105107561685134 1.2441174214327473 0.32619812803022796 128.4756967049143
leaf_count=138 4 37 23 191 30 3 71 3 205 63 10 12 216 3 16 19 35 14 27 7 25 48 40 689 1 52 33 13 46 1960
internal_value=0.000744805 -0.0118173 -0.0233388 0.00179144 0.000881391 0.000606053 -0.0204889 -0.0278969 -0.012525 -0.0285037 0.00606537 0.000974156 -0.0174769 0.000217511 0.0133079 0.00746853 0.015494 -0.00753991 0.00118858 0.00105133 0.00134276 0.00116086 0.00141268 0.00108565 -0.0157142 0.0118947 -0.0340577 0.0251385 -0.00222441 0.00141101
internal_weight=273.585 2.94266 1.84711 1.03332 270.642 259.783 4.45542 3.97414 2.41056 1.92679 0.764782 255.328 2.93319 1.95497 1.6576 10.8588 5.72413 1.75609 252.395 250.748 248.684 246.797 244.848 239.543 4.55114 1.22348 2.06427 1.88654 0.64242 234.992
internal_count=4034 255 251 214 3779 3681 355 352 281 278 73 3326 373 157 154 98 68 49 2953 2941 2881 2815 2790 2742 93 53 60 66 53 2649
is_linear=0
shrinkage=0.047041


Tree=558
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 1 2 2 1 2 2 0 2 0 2 1 0 1 2 0 0 1 2 0 2 1 0 1 2 2
split_gain=0.934199 1.7988 1.7443 1.08867 1.40939 2.73328 1.0948 1.02865 2.10585 1.31224 1.00619 0.929401 1.79286 2.48652 1.92362 1.24281 1.09044 2.56403 2.40472 1.17991 1.06842 3.38515 1.17746 2.44754 2.32256 1.74194 2.52229 1.71435 1.75071 1.68796
threshold=0.47721625100000004 0.37078231190000005 0.36945001650000003 43.680097826700013 0.51191581090000016 0.37473428940000003 39.011793722550003 47.709122305950011 0.4025178887000001 43.89540535710001 50.205949521800008 0.5231430197000001 38.244973486750006 0.52366695610000014 37.828051409500013 0.38976377950000002 0.53475943835000017 0.39591628995000006 41.385032804600009 0.52453519355000011 0.5398790455000001 0.41714319930000004 41.827117825850003 0.55677973715000018 41.218101594450012 0.43401395170000007 0.56188437470000008 0.43639411995000005 42.536568606950006 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 -5 -10 -9 -6 13 -13 -15 -14 17 18 -17 -20 -18 -22 24 -24 29 -26 -27 -25 -29 -23
right_child=1 3 -4 7 11 -7 -8 10 9 -11 -12 12 15 14 -16 16 20 -19 19 -21 21 22 23 27 25 26 -28 28 -30 -31
leaf_value=-8.543749692562851e-05 0.00031153036770850678 0.0011621175235476458 0.0015081348165923302 -0.002222070962633989 0.00049186877727786687 -0.0025218286812654605 -0.0007489288581562706 0.00029965690431481892 0.00098875770722437655 -0.0019133547975077978 -0.0019598891133559247 -0.0040450867091058225 0.0014633816355748435 -0.00013015709129079523 -0.0022416130121774643 0.00088178275178503354 0.00069471312200044882 -0.002027449543151762 0.00035374642247405021 -0.002283867953336423 -0.0018908193906644148 -5.5476539692837724e-05 0.0014304392726297954 -0.0023763460067120937 -0.0029589528808788897 0.0013290799363721273 -0.0023225419260034987 0.0010382761319863447 -0.00073124007995404206 0.00088319778106045542
leaf_weight=47.145664239913458 141.61726303305477 1.9120141267776478 4.4632942304015151 2.8364593144506198 22.46513098385185 2.1045526955276728 2.402877002954483 5.6064831653493457 1.8443015945376831 0.79064744687639166 0.7998654941911808 0.66164292395115154 2.6209820359945288 16.537497102282945 1.6890756576904085 5.0656552268192154 13.993029728531836 2.6463451194576919 0.93735521286726031 1.6857785931788383 2.8433373467996708 25.232240805751644 7.544881924986842 0.9804983101785173 1.4521260857582081 1.420201547443867 1.2750746665988115 4.5316090724663791 3.5351973325014114 9.3169315455015731
leaf_count=882 768 9 30 136 114 40 33 108 10 235 202 5 8 438 58 36 52 86 5 53 32 319 28 15 13 5 73 87 87 67
internal_value=0.000160658 0.000200554 0.000348091 5.16424e-05 0.000100516 -0.000760957 9.78938e-05 -0.000495014 -0.00109515 0.000117945 1.7541e-05 0.000144255 6.91452e-05 -0.000456111 -0.000325828 0.000185753 0.000145144 -0.00042738 0.000123335 -0.00134134 0.000227184 0.000114644 0.000217779 0.000637799 3.76847e-05 -0.00129494 -0.00039842 -2.32135e-05 0.000262803 0.000197657
internal_weight=337.958 290.812 146.081 144.732 132.854 6.41944 4.31489 11.8778 5.47141 2.63495 6.40635 126.435 103.969 18.8882 18.2266 85.0812 82.4603 10.3351 7.68879 2.62313 72.1251 58.1321 55.2888 16.5922 38.6966 4.1474 2.69528 9.0473 8.06681 34.5492
internal_count=4034 3152 798 2354 1663 82 42 691 381 245 310 1581 1467 501 496 966 958 180 94 58 778 726 694 217 477 91 78 189 174 386
is_linear=0
shrinkage=0.00188464


Tree=559
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 2 0 1 0 2 1 1 0 1 1 2 0 2 2 2 2 2 0 0 2 1 2 2
split_gain=0.18447 1.0279 0.73962 0.341746 1.57241 1.15973 2.70873 1.56527 1.45572 1.29274 2.27185 1.20196 1.40913 2.25198 1.296 2.09798 1.08355 0.942868 0.862486 0.73555 1.30386 1.07375 0.661927 1.8785 1.35343 1.29904 1.64544 1.24234 1.4193 1.53445
threshold=0.47883296910000012 0.4784437592000001 0.47961138885000004 41.243661560350013 41.32819714970001 39.792680591700012 39.458743938000005 40.003678352300007 0.51857728810000003 0.39045238170000002 0.54136103710000005 40.241071441700008 0.34569324270000007 0.38052752915000004 0.5398790455000001 0.43724738780000011 0.43967246490000006 40.206947806850003 0.49094338495000006 40.377444152000002 40.80591513400001 40.563919884450009 38.748048509250005 38.478081868400004 0.51505942935000004 0.50086823750000009 36.893814626400008 0.39072183470000005 39.110279783550006 38.969453495950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 18 6 22 -7 -8 -10 -11 12 -9 -14 -15 -16 19 -17 -5 -13 21 -21 23 25 -24 26 -4 -26 29 -29
right_child=2 -3 3 4 -6 7 8 11 9 10 -12 16 13 14 15 17 -18 -19 -20 20 -22 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=-1.9867256956328016e-05 0.013276945352266032 -0.025088947842531399 0.00019256396391176839 -0.0099539729785412968 0.00012666231747835826 0.027369401666805408 0.00036646915334616066 0.016094369873798649 -0.073664033233220863 0.0039911515326838841 -0.072235004104272027 0.026549130103340292 -0.073708353031387633 0.025329165716243923 -0.072569434027654145 -0.019760518481358662 -0.015506895178831834 0.054626642532642024 -0.046887602263660802 0.012023838327009014 0.016072975024479505 -0.015205938965754357 -0.01752257676088231 -0.032804194074173898 0.035738723388911167 -0.0029362793362721022 0.037112915703444847 0.0092376511215385114 0.027096576074453156 -0.044690011604919921
leaf_weight=54.92304291047185 10.036230660974978 3.5439831740222862 5.8781295567750913 3.1079881265759459 79.04887900500762 6.914275534276384 2.6296397745609275 2.5908462926745397 1.6587571799755094 2.0907584130764012 1.2849870310892582 4.8833994586020699 1.3988775704056022 1.5385930353950241 1.1467227078974249 0.89948084985371657 3.653379084338666 0.56449276232160628 2.1965276934788562 5.1331205964088458 15.854271179065107 6.9233303750806954 3.0077978819608679 3.5166362611344075 4.326984927058219 31.962723024340448 4.2217003107070923 2.9019253231235762 3.5975209360767622 1.7049572821415493
leaf_count=999 58 31 42 22 1478 57 13 9 18 28 29 35 12 12 11 44 98 7 29 37 100 42 25 44 16 610 24 28 46 30
internal_value=0.000707211 -0.00153943 0.00131909 0.000732631 -0.00146899 0.0022766 -0.00155671 0.00739623 -0.0268397 -0.0410502 -0.0250245 0.00429888 -0.0113766 -0.0242049 -0.00751541 -0.0268721 0.00779935 0.00892239 -0.0252477 0.0103957 0.00756947 -0.00361267 0.00161374 -0.00112772 0.00965491 0.00152059 0.0156252 0.0161781 0.00586184 -0.0107204
internal_weight=273.14 58.467 214.673 204.637 84.3534 120.283 68.7825 51.5008 7.66414 5.0345 3.37575 44.5865 8.13901 5.54817 4.14929 2.6107 36.4475 1.46397 5.30452 32.7941 27.9107 12.0565 61.1184 45.5792 15.5392 42.0626 10.0998 12.5314 8.2044 4.60688
internal_count=4034 1030 3004 2946 1529 1417 953 464 88 75 57 407 95 86 74 62 312 51 51 214 179 79 865 720 145 676 66 120 104 58
is_linear=0
shrinkage=0.045116


Tree=560
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 1 0 2 0 0 2 2 0 1 0 1 2 1 2 1 2 1 0 1 1 0 0 2 0
split_gain=2.00925 1.54354 2.30431 1.52557 2.63538 2.54024 3.67826 2.85679 2.47575 2.05869 1.463 1.16686 2.10174 2.41936 1.52346 1.23326 1.55341 3.07662 2.0007 1.12431 1.48703 1.53458 1.19971 1.14838 1.00483 2.81767 1.4211 1.20873 0.993365 1.69084
threshold=0.4662734648500001 0.39091643965000006 0.53544804050000006 36.491284729650012 36.728658719300007 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 0.47883296910000012 37.198331469900005 35.050303764500008 0.54386096225000014 0.45434268435000008 0.5398790455000001 0.41804137600000008 38.969453495950006 0.40301188585000008 40.750688432250008 0.42114008565000011 40.890797847750008 0.46280051495000007 0.54228915300000013 0.4301667614500001 0.41911918805000009 0.54562737640000014 0.55257327625000008 41.092444989200011 0.55677973715000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -5 6 7 -6 -7 -10 -1 12 13 -4 -14 -13 17 -17 -19 22 -21 -22 23 -18 25 -25 -27 -28 -23 -30
right_child=-2 2 11 4 5 8 -8 -9 9 -11 -12 15 14 -15 -16 16 19 18 -20 20 21 28 -24 24 -26 26 27 -29 29 -31
leaf_value=6.9147587695983289e-05 -0.0016295215543762052 -0.0024072157784609232 0.0024579456281791806 0.0032206973371380222 -0.0022694113798875865 -0.0021859890000855862 0.0016093044899126599 0.0011603382141440967 -0.0020095207836772155 0.0020379965932483795 0.00041147177952787628 0.00073396785773295712 -0.0026172456293662217 -0.00067964463906128303 0.00021532272223000572 0.0011728486802252594 0.00088378382960346261 -0.00042247538407852496 -0.0027797474110295524 0.0015218425270095458 0.0013649561804754266 -0.0012668538561712353 0.0011879506129157022 0.00085522397160244434 -8.3507796298182339e-05 -0.0031426009538645596 0.00054224078136600265 -0.002176263646566123 0.00089896939749758964 -0.00030188370684610213
leaf_weight=68.604990885301959 2.27619326741842 1.6834656847640896 1.3936705887317646 0.72019588947296043 2.7371829247567785 5.129514178057434 3.5954272979870439 1.4171216636896131 0.81634468163247254 1.183683115057647 159.80344634875655 14.760972869116811 2.3313107858411972 2.9340525079751387 1.0628116057487202 2.3539293166249982 3.1118086874485078 3.0275273458100855 2.5503757841652259 4.4949244798626777 4.2639570087194469 1.9305652827024484 2.5783430775627485 2.0980918593704727 13.093539522029458 1.9742942377924917 1.166629169136286 1.3640737067908046 7.8747593178413835 10.544017525826346
leaf_count=1023 757 29 3 1 93 140 15 6 183 12 908 59 46 74 20 8 10 50 45 21 19 12 14 11 159 15 9 33 47 212
internal_value=0.000206394 0.000219034 1.87328e-05 -0.000633887 -0.000442513 -0.000619822 0.000157255 -0.00109945 -0.0014645 0.000385935 0.000308651 0.00015157 -0.000575162 0.000330764 -0.00173028 0.000224272 0.000103754 -0.000706981 -0.00150029 0.000221757 0.000484778 0.000295388 -7.982e-05 -0.000223133 -0.000398011 -0.00102165 -0.00189576 -0.00092306 7.12729e-05 0.000211529
internal_weight=332.877 330.601 102.193 17.2829 15.5995 14.8793 7.74973 4.1543 7.12954 2.00003 228.408 84.9097 7.72185 4.32772 3.39412 77.1878 62.4268 7.93183 5.5779 54.495 29.1082 24.6133 25.3868 22.8084 19.6966 6.60309 4.505 2.5307 20.3493 18.4188
internal_count=4034 3277 1346 479 450 449 114 99 335 195 1931 867 143 77 66 724 665 103 95 562 311 290 251 237 227 68 57 42 271 259
is_linear=0
shrinkage=0.00196078


Tree=561
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 2 0 1 2 0 2 1 0 0 0 0 1 2 2 2 0 1 0 0 2 1 1 1 0
split_gain=1.3051 1.05115 2.47388 1.65425 2.22186 2.72256 1.32879 1.15125 1.59367 3.54671 1.58766 1.53046 1.12604 1.48385 1.33118 2.15071 1.49436 1.96591 2.52601 2.81184 1.90061 1.75354 2.96362 1.45002 1.05302 0.947678 1.94721 2.60888 1.6419 3.20773
threshold=0.4662734648500001 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 43.89540535710001 0.47883296910000012 0.35862698720000002 38.625745710700009 0.49336846205000007 41.975471476700008 0.38906020780000011 0.52005927965000021 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.3975479776000001 41.385032804600009 40.340071172300007 43.631818398850008 0.52770875125000016 0.39045238170000002 0.52453519355000011 0.4784437592000001 41.257403903850005 0.34569324270000007 0.34545372890000009 0.34554354660000003 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -3 12 24 10 -10 25 -12 13 -5 -14 -16 17 18 19 21 -19 22 -17 -20 -1 28 27 -27 -9 -30
right_child=-2 3 -4 6 -6 -7 -8 8 9 -11 11 -13 14 -15 15 16 -18 20 23 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00011124741051161115 -0.0014609922810627962 0.0013216551631157975 0.0018199910899517509 4.3928343537900631e-05 -0.0020641132766145765 -0.0020218148679571495 -0.00085260567441643382 0.0010992921812681502 0.00044581550193338674 -0.0016980875826931446 0.0022927191136001006 0.00054195606827342187 -0.0010774245331384223 0.0012997866415221406 0.0014843074206916239 0.00043087641239101068 0.00019396754139915199 -0.0024261907614929567 0.0005785670332691511 0.0022309757682820452 0.0011669706590046564 0.00080445952157921633 -0.0031506123110546197 -0.0025691766937342934 -0.001034730145825228 0.00017086784649804294 0.00065439173133145074 -0.0014960612276527882 -0.000802076007842597 0.0012704283264479636
leaf_weight=65.971129672718234 2.2518830989429253 3.1950779072940332 4.9648879803717128 8.8509825468063372 3.9538425841019489 1.7990579955512656 6.3340977390180333 20.022027023136616 11.903366997838022 5.2573166824877253 4.3925976864993554 5.0985920056700706 4.4664465147070578 8.9344075545668584 5.2954563945531836 2.4202264845371264 79.578008133568801 3.6372651031706473 0.94964535161852781 2.9370314273983231 0.86024324316531409 3.9873387850821018 1.9894246859475968 2.5452877120114863 4.020309565588831 21.186337582767013 26.299985446035862 5.6126193031668654 7.8151260763406736 6.4356922172009945
leaf_count=989 757 13 30 41 68 62 371 85 52 42 41 32 36 33 21 9 677 93 5 21 22 22 37 76 31 102 152 45 35 34
internal_value=0.000188378 0.000199609 0.000305748 5.80885e-05 -0.000846644 0.000117223 0.000119055 0.000264893 0.000399611 -0.000210987 0.000507787 0.00135222 0.000167727 0.000674803 8.47337e-05 0.000134549 6.22811e-05 -0.000479947 -9.81087e-05 0.000400124 -0.00173892 -0.000240257 -0.00118492 -0.00171387 4.54224e-05 0.000416056 0.000234162 -0.000178244 0.000697865 0.00013387
internal_weight=332.966 330.714 188.98 141.734 8.94798 4.99414 132.786 184.015 114.024 17.1607 96.863 9.49119 126.452 17.7854 108.666 104.2 98.9045 19.3265 14.829 11.334 4.49751 8.39699 4.40965 3.49493 69.9914 87.3718 53.0989 26.799 34.2728 14.2508
internal_count=4034 3277 1670 1607 143 75 1464 1640 620 94 526 73 1093 74 1019 983 962 285 170 89 115 68 46 81 1020 453 299 147 154 69
is_linear=0
shrinkage=0.00217391


Tree=562
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 1 2 1 1 2 2 1 2 1 2 0 1 2 1 2 2 2 2 0 0 2 0 1 0
split_gain=0.189959 0.6018 0.778638 0.593151 0.591482 1.66745 1.00267 0.673747 0.54059 0.53822 0.470951 0.496827 1.23266 0.457087 0.530082 2.7889 2.52668 2.07195 1.87134 2.05637 1.76118 3.95702 1.42287 1.25301 1.07863 1.60979 1.23388 0.780426 0.710116 0.63438
threshold=42.558389508100007 0.55769288345000012 0.44805544745000009 0.54300769440000007 0.39193437325000008 43.631818398850008 0.39814676205000005 43.752965619700007 0.45107930900000009 0.42473279245000012 42.47354681640001 42.310579034350006 0.34641178410000012 42.233786329550007 0.34515433670000012 41.646178195200001 0.47754558250000007 0.34524415440000006 41.535369675400013 0.34494476210000008 40.633548727200008 41.360869295700006 41.436838994450007 41.319407281650008 0.47943175355000006 0.4784437592000001 40.563919884450009 0.47396784530000008 0.32636747405000005 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=10 3 -3 4 -2 -6 -7 -8 -4 -5 11 13 -13 14 15 18 -17 -16 19 22 -21 -22 23 24 25 26 27 -1 -28 -19
right_child=1 2 8 9 5 6 7 -9 -10 -11 -12 12 -14 -15 17 16 -18 29 -20 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0050905409034424079 -2.1515267529141618e-05 -0.056079109808221971 0.016115955703506414 0.001934769952180579 -0.062353305878363442 -0.056736427265584179 0.064049219794813136 0.0017447024557446186 -0.036206817949739338 0.042057477896458077 0.015390509586724244 -0.037150021831069253 0.0042961609017879415 0.027241232622992821 0.028635743659546409 -0.012253119893356743 -0.096364228269022884 0.0092009702287554462 0.049432226587802171 0.0059551719317611331 -0.11598197088612723 0.0062005660283202656 -0.042706586419648092 0.040173150650080064 0.019233296963310515 -0.049660236761411763 -0.010572251602521688 0.019134090213327196 -0.087338811374236172 0.00011694223850573364
leaf_weight=7.9496276978316178 46.796088211820461 1.1298448985107818 1.2517527220188642 1.8681384936207899 1.4904788872227062 0.61683882679790292 0.53514760383404825 2.2756852452148451 0.8131191841821418 1.5085140271112321 5.9785682301735497 2.877903386950492 4.7443100053060334 1.7262629783945147 7.3156878859736016 2.3070593911106694 1.4530337080359457 22.426578817539848 1.8525637076236297 1.6741936149192032 1.4300686130300166 1.231443405151367 1.6101417164318252 2.3886186507297671 6.6166453771293154 1.7698683440685261 0.62147546152118482 5.7002102099359035 0.58295786380767822 132.99132627085055
leaf_count=203 682 96 10 43 44 93 2 135 356 14 56 38 53 37 40 49 13 178 7 13 60 5 16 8 29 12 32 28 8 1674
internal_value=0.00087865 -0.00165158 -0.0227338 -0.000429027 -0.00175376 -0.018236 0.000947859 0.0136067 -0.00448806 0.0198595 0.00156379 0.00116878 -0.0113526 0.00164208 0.00142104 -0.00396074 -0.0447566 0.00265089 0.000628148 -0.00223525 -0.0341943 -0.0594499 0.00285165 0.0057138 0.00217217 -0.0046184 0.000748282 0.00502573 -0.047728 0.00142775
internal_weight=273.534 58.2856 3.19472 55.0909 51.7142 4.91815 3.42767 2.81083 2.06487 3.37665 215.249 209.27 7.62221 201.648 199.922 37.1879 3.76009 162.734 33.4278 31.5753 4.33571 2.66151 27.2395 25.6294 23.2408 16.6241 14.8543 13.6498 1.20443 155.418
internal_count=4034 1475 462 1013 956 274 230 137 366 57 2559 2503 91 2412 2375 483 62 1892 421 414 78 65 336 320 312 283 271 231 40 1852
is_linear=0
shrinkage=0.0499628


Tree=563
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 1 2 2 2 1 2 2 1 2 0 0 2 2 1 2 2 1 0 0 0 0 0 1 1
split_gain=1.74955 1.99385 1.51989 2.8918 1.89037 1.37473 1.39831 3.57668 1.73779 2.39215 3.88641 2.21737 2.34246 1.72948 1.31768 2.07958 1.69923 1.63514 1.49781 1.19433 1.12841 2.62105 1.20846 1.90179 2.59278 1.19192 1.54157 1.38072 1.09401 1.2141
threshold=0.5231430197000001 0.47883296910000012 38.244973486750006 0.52366695610000014 37.828051409500013 0.5223196910500002 0.37078231190000005 37.784765830350004 38.748048509250005 39.051326806600009 0.38906020780000011 40.137820134150012 41.147265497500008 0.36945001650000003 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 0.36533337325000009 42.719328117250008 42.686561923500008 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.4662734648500001 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -2 -5 6 13 -8 -9 -10 11 -11 -13 19 18 16 17 20 -1 -3 21 22 23 24 -16 26 27 -22 29 -4
right_child=2 5 28 4 -6 -7 7 8 9 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014499756543270075 -0.0044851359714416211 0.00047770602170742286 8.7915027679673821e-05 -0.00017230993831578243 -0.0023585388292973386 0.0013556085193955323 0.00093362306743944559 -0.0020369118759409259 0.0019529574475851644 0.0012098969842116018 -0.0030092483447310453 -0.0023209628223065932 -1.9307002377469627e-05 0.001620705630741568 -0.0022734024283532837 -0.0022193204154811789 0.0018710993020477067 0.00028771553930458381 0.0016065428425700212 -0.0003346672271365366 0.00083158134338946711 0.002461993004798432 0.00047124868414295465 -0.0025735469602165464 0.0030597990725992593 -0.0021515543872759665 0.0010330516992642232 -0.002080323861918957 -0.001360444822440215 0.0013841543554526524
leaf_weight=40.319127206108533 0.67628552019596355 107.31538363173604 84.21302800058038 17.685957685025645 1.6636369433836069 5.7806898534763596 9.9532527243718523 2.5267750453203943 1.6442319452762593 3.4541504569351664 2.0965244452818288 2.3449573777616006 6.181015158072114 4.8475286960601798 0.70591773092747645 2.0098839411512008 1.5067035555839527 11.422311887145041 2.8889911533333352 7.4402222931385031 0.83722272794693742 1.2408586144447324 2.1539942612871528 2.1041807159781456 0.6960294246673584 3.1025743614882231 1.5300326058641074 2.4820815736893564 1.9337123842269637 2.8728551206877446
leaf_count=479 5 581 1012 438 58 29 44 20 6 20 81 20 59 30 47 40 5 54 16 39 11 3 24 34 1 106 15 195 544 18
internal_value=0.000192558 0.000290767 -1.15098e-05 -0.000499576 -0.000360277 0.000417575 0.000380888 -1.18723e-05 -0.000527596 -0.000285008 -0.000546415 -0.000115419 -0.000652347 0.000473496 2.39741e-05 -0.000293281 -0.000153941 -0.000270063 0.00024272 0.000425036 -0.000699012 -0.000118864 -0.000684661 -0.0013948 0.00037439 -0.00120249 -0.00059528 -0.00134586 9.82857e-05 0.000130676
internal_weight=335.63 226.585 109.045 20.0259 19.3496 153.585 147.804 28.2009 18.2477 15.7209 14.0766 11.9801 8.52597 119.603 72.9999 29.7918 27.7819 26.2752 43.2081 114.756 14.8529 6.90098 5.66012 3.50613 1.40195 7.95191 4.84934 3.3193 89.0196 87.0859
internal_count=4034 1959 2075 501 496 929 900 250 206 186 180 99 79 650 1030 535 495 490 495 620 436 109 106 82 48 327 221 206 1574 1030
is_linear=0
shrinkage=0.00196078


Tree=564
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 2 1 1 2 2 0 1 2 2 2 2 0 1 1 1 1 2 0 1 0 0 2 1 0
split_gain=0.185545 0.299689 0.281017 0.303486 0.203331 0.199345 0.798022 0.805041 1.87979 0.529669 0.432705 0.415398 0.902118 0.712258 1.63543 1.52944 1.31501 1.52205 1.60902 0.803851 1.76051 0.63998 0.505139 0.407321 0.282478 1.64467 1.59529 0.661074 0.531207 0.336162
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 42.402981339000007 42.536568606950006 0.56643513670000012 38.903925214650009 0.43837010870000009 0.44805544745000009 39.458743938000005 42.402981339000007 0.54646567465000018 0.46280051495000007 41.827117825850003 42.310579034350006 43.384297312450009 38.748048509250005 0.55257327625000008 0.45036076765000005 0.45206730335000006 0.40955360615000008 0.43401395170000007 43.572676689450006 0.55677973715000018 0.42114008565000011 0.54228915300000013 0.54064249575000012 42.006870117350005 0.42039160505000012 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 11 -7 -8 -9 -10 -11 21 13 16 -15 -16 19 -18 -19 20 -13 24 -17 -24 28 26 27 -26 29 -1
right_child=1 2 3 4 -6 6 7 8 9 10 -12 12 -14 14 15 22 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012523028579559249 -0.041349629536362786 0.034916996155375503 -0.043577000012766945 0.012694640674094978 -0.041139656187119844 -0.020134016626762598 0.0272600384625338 -0.036499765461344716 0.029341694425143779 -0.016089824268722908 0.014199915784241526 0.029200103624076351 0.018738182102762943 0.026999907301633364 -0.0500563789504632 0.039423597244637218 -0.056126034202749718 -0.00033372034276948892 -0.040506393477179027 0.030034419698771322 -0.042965984280932491 0.023905202243366338 -0.04260083228830893 0.015077035867214079 -0.062919300773319864 -0.032127932305782411 0.032371377773974634 0.0012220156868785073 0.021231100494089425 -0.0058730385610314718
leaf_weight=216.28319919732166 0.44881096778408291 0.26685141026973713 0.34816462299204409 0.62253411905840039 0.1450833410708583 1.6976458851713676 3.1992286844179016 1.6065982523869022 2.2097245566546917 1.2088488317094745 2.288002670451533 1.0893171280622551 2.386282905121333 2.7093603890389195 1.3012548908591273 0.6109817139804361 1.7310868408530931 5.07790132984519 2.4929222231730819 1.5311383660882709 1.1821596440859137 2.0372304638149208 0.35803573473822325 0.48146296595223248 0.50613557803444498 2.6177345812320709 2.1123469863086939 0.57633206222089939 2.1728761047124854 11.705164667684583
leaf_count=2374 434 5 146 11 324 31 38 40 13 17 63 3 14 15 24 4 29 51 31 13 69 61 32 25 12 22 9 38 9 77
internal_value=0.000717417 -0.0122735 -0.00283528 -0.0118641 0.0025197 0.000805155 0.00591861 0.0101258 0.00263031 0.0136468 0.00372886 0.000564057 -0.00496404 -0.00801054 0.00441484 -0.0178224 -0.0131886 -0.021483 -0.0135618 0.007101 -0.00835777 0.00105069 0.0110953 -0.00952186 0.000853381 -0.00806259 0.0116558 -0.0287689 0.00107855 0.00088648
internal_weight=273.004 1.83144 1.38263 1.11578 0.767617 271.173 12.21 10.5124 7.31317 5.70658 3.49685 258.963 20.9519 18.5656 5.4611 2.75174 13.1045 9.30191 7.57082 3.80262 2.27148 238.011 1.45048 0.839499 235.974 5.81255 3.19481 1.08247 230.161 227.988
internal_count=4034 920 486 481 335 3114 202 171 133 93 80 2912 310 296 100 85 196 111 82 85 72 2602 61 57 2541 81 59 50 2460 2451
is_linear=0
shrinkage=0.040952


Tree=565
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 1 2 1 0 2 2 0 1 2 0 0 2 0 2 0 2 0 1 0 2 1 1 1 0
split_gain=1.29138 1.09513 1.96131 1.84431 1.25584 2.0796 1.23163 1.93942 3.15036 1.89854 1.5259 1.19995 1.54075 1.06498 2.78281 1.01297 0.999787 1.79263 2.6936 2.14259 1.89004 1.85635 1.43605 1.54003 1.32398 2.53227 1.97527 1.28888 1.14488 1.12943
threshold=0.4662734648500001 0.47736594710000008 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.36533337325000009 38.625745710700009 0.35651627195000007 0.49649711085000009 42.310579034350006 43.680097826700013 0.53158588065000012 0.37473428940000003 47.927946529500012 0.49880243110000005 0.5231430197000001 38.244973486750006 0.52863686715000002 36.124181380200007 0.52925062125000011 37.784765830350004 0.53928026105000015 0.40667944075000007 0.5223196910500002 36.79544512155001 0.38370108680000009 0.38976377950000002 0.42209814075000007 0.53544804050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 13 7 15 9 -9 -10 16 -13 -4 -15 -3 24 18 19 -18 -20 22 -22 -24 25 -6 -27 -19 -25 -29
right_child=-2 2 4 -5 11 -7 -8 8 10 -11 -12 12 -14 14 -16 -17 17 27 20 -21 21 -23 23 28 -26 26 -28 29 -30 -31
leaf_value=-7.8494360926573836e-05 -0.0012798003798279863 0.0014689612822953355 0.00059189398521154193 0.001539473295011946 0.001402321230168323 -0.0021797656192251188 -0.00042277142314142572 0.00031429923447091527 -0.0019315614085260609 0.001366303331411235 5.9486109955627461e-05 -0.0022749171859101709 -0.00019641812746455092 -0.0026249732011470314 0.0013299024407763705 0.00032332952058814976 -0.00034601401237307068 0.0015222773559008416 0.0015931746027600105 -0.0034008047108000502 -0.0016600490988581485 -0.0024973113907596402 0.0011444615577292344 -0.0022469002795283788 0.001318069622198528 0.00066611404017564437 -0.00082504401176939301 -0.00039846912929817285 -6.1851747124157925e-05 0.00025036263346651043
leaf_weight=49.747975688544102 2.1684994041133896 8.2734015360474569 3.586671516299246 4.6863934881985179 4.9611120140180054 2.2796916967490688 7.1794798001646987 109.94014614075422 3.1852743141353121 6.4507092386484137 2.3952351212501526 1.5504413256421665 6.923224397469312 1.5296637251158247 1.0767873204313216 4.0998025611042967 1.5030171647667914 2.5243127644062033 1.9853007793426503 1.782908523455262 1.8633239287883032 1.3224824457429338 3.518627963960169 1.0123864698689429 5.4741905331611624 5.5437136217951757 7.3236293089576066 11.210525300004518 5.3669214152032509 63.534455154556781
leaf_count=897 757 46 17 30 21 54 40 561 26 49 15 181 227 55 7 16 14 8 7 30 25 42 13 28 22 22 49 190 129 456
internal_value=0.000169845 0.000179318 0.000224786 0.000376279 6.17676e-05 -0.000640822 0.000337761 0.000378404 0.000306282 0.000372604 -0.00107698 0.000108494 -0.000576725 -7.43365e-05 -0.000991119 0.00108936 0.000157316 7.20135e-05 -0.000457428 -0.00200351 -0.000120292 -0.00038029 -0.000142243 0.000143489 0.000507362 0.000258435 -0.0001826 0.00019778 -0.000408616 0.000153048
internal_weight=334 331.832 282.084 146.21 135.873 8.47281 141.524 134.345 121.971 116.391 5.58051 127.401 8.47367 6.19312 2.60645 12.3732 118.927 95.6243 18.355 3.28593 15.069 13.0837 11.7613 9.89794 23.3026 17.8285 12.8673 77.2693 6.37931 74.745
internal_count=4034 3277 2380 783 1597 133 753 713 651 610 41 1464 408 79 62 62 1056 942 288 44 244 237 195 170 114 92 71 654 157 646
is_linear=0
shrinkage=0.00188464


Tree=566
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 0 1 2 1 0 2 1 2 1 2 2 2 2 1 2 0 1 1 2 2
split_gain=1.33665 2.01647 1.51862 1.25003 1.65335 2.07144 2.40986 2.66004 1.66999 1.44346 1.2422 1.42195 1.28852 2.33625 1.72897 1.73076 1.60927 1.22431 1.52217 1.1943 2.25537 1.11409 2.04518 2.01792 2.60258 1.49361 2.23849 1.63227 1.43187 1.58495
threshold=0.39091643965000006 0.53544804050000006 0.47736594710000008 36.491284729650012 36.893814626400008 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 0.5398790455000001 0.41988263825000011 40.80591513400001 0.42114008565000011 0.54136103710000005 40.664404858950007 0.42039160505000012 41.178189531300006 0.40301188585000008 40.890797847750008 41.066313126200008 40.636252116050009 40.316494640950005 0.37286308795000006 42.660927378600007 0.5017514446000001 0.35275889945000011 0.34575312120000007 42.779078631750004 43.384297312450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 7 -6 -7 -10 -3 17 14 -14 -13 16 -16 -12 -19 -15 -21 22 -4 25 -25 26 27 -23 -29 -30
right_child=1 10 21 4 5 8 -8 -9 9 -11 11 12 13 19 15 -17 -18 18 -20 20 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-3.9903227716934292e-05 -0.0023167370363044123 0.00058820465365528912 0.00038296486045602952 0.0023936457126024278 -0.0022023906424762495 -0.002100177571447676 0.001291431043957227 0.0012074872637351894 -0.0019556606878422043 0.0015175181106695905 -0.0001379039753361874 0.0016602161105928163 0.0021425214969087399 0.0011992820998170987 -0.0034951754104130496 -0.0030250215421387806 -0.00013341447198591522 -0.00047541247450616411 -0.0026988274028937227 -0.0029154411326927179 0.00019031192122777684 6.2953314991241686e-05 0.0012604693640039747 -0.002250642303272518 6.2873398344863923e-05 0.0011728355712773105 -0.0011626566041226046 0.00084150915189420115 -0.00094165008907456352 0.00081760914210650783
leaf_weight=49.814497001818381 1.5022917026653875 16.034850234631449 71.926818642765284 0.70592222735285659 2.3503957814536975 4.2722668357891962 3.2714133029803634 1.3186748251318929 0.74837625588406798 1.0786926937289534 8.8495756005868298 1.7590400055050874 2.6499507725238827 4.008604732342067 0.53872688859701767 0.83913076808676024 21.885470358844032 2.9059056276455513 1.8676517476560546 0.90405941102653997 19.18197528932069 48.812386818230152 11.355498306453226 2.7208301853388539 5.278947580140084 6.4641318703070274 4.1445786524564019 24.900508521124721 4.009393546730279 3.5786515697836876
leaf_count=890 29 71 352 3 93 138 15 6 183 12 71 5 12 28 4 16 636 50 39 24 668 266 50 25 60 47 35 161 28 17
internal_value=0.000178775 -1.11796e-05 0.000257587 -0.000652493 -0.000470606 -0.000625665 9.22988e-05 -0.00097687 -0.00144264 9.48873e-05 0.000108916 -8.61445e-06 0.000136749 0.000429988 -0.000176673 -0.000315568 -0.000214179 -0.000560984 -0.00134532 0.000241642 5.0524e-05 0.000338482 0.000502612 0.000201666 -0.000723984 0.000282234 0.000214858 0.000285082 0.000618818 -0.000111953
internal_weight=329.679 96.673 233.006 15.248 13.7457 13.0398 6.94048 3.66907 6.09934 1.82707 81.4249 65.3901 51.767 26.7446 25.0224 23.2633 22.4242 13.6231 4.77356 24.0946 20.086 183.192 83.2823 99.9094 7.99978 91.9097 85.4455 81.3009 32.4886 7.58805
internal_count=4034 2103 1931 479 450 447 114 99 333 195 1624 1553 1393 732 661 656 640 160 89 720 692 1041 402 639 85 554 507 472 206 45
is_linear=0
shrinkage=0.00192157


Tree=567
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 0 0 2 2 2 2 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0
split_gain=0.192351 0.749912 0.330723 0.784218 1.89372 0.802224 0.481837 0.700033 0.452964 0.295532 0.558684 1.06476 0.893025 0.507981 0.478665 1.04659 0.66647 0.450005 0.428059 0.661311 0.284025 1.32348 0.780677 0.320478 0.702053 0.435402 0.623671 0.244293 1.44859 1.19573
threshold=0.30910751175000006 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.55832160710000012 48.86568841230001 48.457543166250012 47.927946529500012 44.421469061800003 0.43513667255000005 0.35471991855000007 0.35862698720000002 0.54228915300000013 0.54386096225000014 0.43260680815000008 0.42569084760000003 0.44284602260000011 0.33750486510000005 0.43780126340000008 0.46495613905000005 0.46898296455000005 0.47515044460000005 0.47604862130000009 0.47721625100000004 0.34509445825000007 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 -5 -6 -7 -8 -9 10 11 12 13 18 -14 -16 -17 -18 19 -4 22 -22 -15 -23 -25 -26 -27 28 -28 -30
right_child=2 -3 3 4 5 6 7 8 -10 -11 -12 -13 14 20 15 16 17 -19 -20 -21 21 23 -24 24 25 26 27 -29 29 -31
leaf_value=0.022047693426758854 0.01214630091476133 -0.048192927843530714 -0.047841933404707979 -0.07650266110851732 0.050801513490463204 0.049891047111774008 -0.051689020192514708 0.052114544797329604 -0.046895627133397857 0.01791941622891071 -0.024401070959121019 0.036981626200063372 -0.051145572804875764 -0.0080877828298841926 0.050007190409111509 -0.049953438528754147 0.02880576856400353 -0.049489546158377994 -0.062976421791413162 0.010831486953821513 -0.042027147757852761 0.022898620399821504 0.042644345033064524 -0.026039837051763118 0.014591972733124289 -0.035291436383020694 -0.033424793854782843 0.0016322962292588581 0.021980779097527124 -0.020055087789313791
leaf_weight=0.58627180964685865 5.5096552469767621 0.7247338235611096 0.6541230251095832 0.95335167646408026 0.53774408169556442 0.20839080214500416 0.80619746158481553 0.30530676245689392 0.14546757199786953 2.1784164712298653 1.8563873228849832 1.7438847488956515 0.93274145480245296 1.3349032319383687 0.464831963181496 1.1232403669710036 0.53863781690597523 0.22064322495862143 0.42072998342337076 1.0957328469958156 1.5066915655042965 1.4672784249414679 1.2546311859041452 1.9932320582593082 5.2804839725140473 0.99520338093861838 2.8385046608746034 229.54878609276238 3.8968675918877125 2.2912609931081533
leaf_count=13 36 147 202 13 5 1 84 1 164 13 21 26 48 31 3 205 3 70 16 10 55 37 15 25 48 39 25 2613 49 16
internal_value=0.000863098 -0.0167819 0.000948112 0.000716681 -0.0229333 0.00256233 -0.01514 -0.0259214 0.0201634 0.000981894 0.000840775 0.00102128 0.000778078 0.00108653 -0.0231621 -0.0120427 -0.027364 0.00605355 -0.0211566 -0.0111015 0.00127781 0.00112011 0.016492 0.00138192 0.00125402 0.00147621 0.00118711 0.00133928 -0.0061121 0.00641628
internal_weight=273.414 1.31101 272.103 266.594 2.95646 2.00311 1.46536 1.25697 0.450774 263.637 261.459 259.602 257.859 254.578 3.28009 2.34735 1.88252 0.759281 2.17059 1.74986 252.408 249.818 2.58953 248.312 246.844 244.851 239.571 238.575 9.02663 6.18813
internal_count=4034 160 3874 3838 268 255 250 249 165 3570 3557 3536 3510 3181 329 281 278 73 228 212 2953 2907 46 2852 2815 2790 2742 2703 90 65
is_linear=0
shrinkage=0.0461763


Tree=568
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 2 0 1 2 2 1 1 1 0 0 0 0 2 1 1 2 2 1 1 2 2 0 1 2
split_gain=0.747917 0.748547 1.17385 1.81766 1.24329 1.81117 1.15232 1.35435 1.06072 1.73816 1.10496 0.88699 1.01469 1.23815 1.34659 0.958364 0.86035 2.21428 3.17153 1.22111 1.13995 3.47568 1.22016 2.39847 3.96372 2.96915 2.19543 1.5035 4.01404 1.62246
threshold=0.57619532350000013 0.47721625100000004 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 43.680097826700013 0.53158588065000012 0.34551360740000009 42.686561923500008 42.719328117250008 0.34548366815000003 0.34512439750000007 0.34509445825000007 0.4764977096500001 0.47700667645000011 0.4778150355000001 0.47883296910000012 40.636252116050009 0.34536391125000004 0.36006406990000012 38.244973486750006 41.257403903850005 0.34569324270000007 0.34545372890000009 42.47354681640001 42.824128352900011 0.48447651265000008 0.34569324270000007 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 16 5 -4 -6 -8 11 -10 -11 12 13 14 -1 -14 19 18 -18 -3 22 -22 27 24 26 -26 -24 28 -19 -29
right_child=-2 2 4 -5 6 -7 7 -9 9 10 -12 -13 15 -15 -16 -17 17 20 -20 -21 21 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.00010813185310986094 -0.00074764818498674983 0.00027521496880656267 -0.0001100825116961123 0.0015027681113258054 0.00016268612219328771 -0.0021726324886935443 -0.0022051211087721948 -0.00021111804864887521 -0.002269923861593609 0.0021558082520293383 -0.00058987968231940678 0.0015277883875490477 -0.0020648461707303135 0.0018194895997687142 -0.0014252975406686668 -0.00017218562055550544 0.00036347478060104861 0.00076410016486466855 -0.0015501958441496053 0.0014598697829651573 0.00039211847090579727 -0.0016190498819109722 -0.0002964872106972459 0.00056762152947542859 -0.0032906402722234582 -0.00048888425384726675 0.00094081192472263131 8.4167972356208648e-05 -0.001152548919860242 0.0016084306847838144
leaf_weight=33.93207825825084 3.2682962275866876 7.8923401664942485 5.585803110676351 4.4379278644919387 115.58667389396578 2.0735601444030181 1.4701933222240748 6.8328973642201163 1.9501947875251051 0.66504442691803012 2.3969179022824392 1.3722550645470608 1.5666460959764656 1.4050483033061016 2.1637779893353573 2.4152615293860435 6.6042233332991582 19.688768550753597 5.7579012205824256 5.07962916046381 10.980330649763344 4.2270952183753243 13.355331331491476 32.421128407120705 2.2301064059138289 3.3791987299919128 8.2341039180755597 3.4180677831172934 4.8339983001351348 9.0412196069955808
leaf_count=547 920 34 79 30 930 54 181 190 76 2 105 6 105 4 22 15 27 75 58 29 49 37 69 194 22 23 34 28 25 64
internal_value=0.000149359 0.000158492 0.000196592 0.000315686 6.84145e-05 -0.000668461 0.000113971 -0.000564188 -5.89054e-05 -0.000879258 6.47137e-06 3.70397e-05 -1.22744e-05 8.37735e-05 1.62099e-05 -0.000916836 0.000277273 0.000229025 -0.000527855 0.000739108 0.000312709 -0.000166911 0.000388213 0.000221394 -0.000191312 -0.00160279 0.000175413 0.000657147 0.000386285 0.00119027
internal_weight=324.266 320.998 273.13 141.581 131.549 7.65936 123.89 8.30309 47.8672 5.01216 3.06196 42.8551 41.4828 37.5009 36.0959 3.98191 137.143 124.171 12.3621 12.972 111.809 15.2074 96.6019 59.6199 27.1987 5.60931 21.5894 36.9821 24.5228 12.4593
internal_count=4034 3114 2232 798 1434 133 1301 371 882 183 107 699 693 573 569 120 768 705 85 63 620 86 534 342 148 45 103 192 100 92
is_linear=0
shrinkage=0.00188464


Tree=569
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 2 1 2 0 0 2 2 2 1 1 1 1 2 1 2 1 0 0 0 0 1 0 2 1
split_gain=1.35205 1.83346 2.63888 1.69178 1.48214 1.45244 1.37205 1.19499 0.986082 1.74351 1.11976 0.857413 1.50906 1.30172 1.36163 1.46464 4.53995 1.11469 1.84613 1.57147 1.39396 1.00858 1.10783 1.43454 1.80633 1.10218 0.912188 1.07483 2.03428 0.860862
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.47883296910000012 0.52453519355000011 41.385032804600009 0.4662734648500001 38.400997490450003 0.4784437592000001 0.46989611090000011 38.244973486750006 37.828051409500013 38.400997490450003 0.39971857130000005 0.40509266190000009 0.41615520495000008 0.39542229275000007 41.741384785950011 0.39193437325000008 43.631818398850008 0.3975479776000001 0.54136103710000005 0.54228915300000013 0.54942965780000008 0.55074698365000019 0.4349121284000001 0.56439926950000008 33.151194885250007 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 8 -4 -7 11 10 -10 -1 12 21 -13 17 -16 -17 18 -15 -20 -19 -3 -23 -24 -25 -26 -27 -28 -29 -18
right_child=1 7 3 -5 -6 6 -8 -9 9 -11 -12 13 -14 14 15 16 29 20 19 -21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=9.1035977198268252e-05 -0.0028045551167383202 0.0006526499842860531 0.001846112865956669 -0.0020597773576587586 0.00037933125582217562 0.00087959162819291131 -0.0024235079361136442 -0.0015872328172810406 1.8797593647745555e-05 -0.0014508422255308671 0.0014550531909044719 0.0015896615186411632 -0.0022779394475472099 0.0016995548165103002 0.00092345663400598185 -0.0026273786425970174 0.000172596177365721 -0.002395395640612987 0.00064524336090482826 -0.0022645495767889393 -0.00017660935710389907 -0.0023238764402573088 0.001543009328897852 -0.0027159926900215616 0.0023849237576059278 -0.0020790988378439181 0.0012758779235866569 0.0018760298329932072 -0.0022802674950183404 0.0013227658090823732
leaf_weight=6.1218024946865608 2.0994527818402267 4.3229090757668009 1.6843554154038431 1.3473315496230496 158.49218289414421 1.0504200123250482 0.89581276802346099 1.633511326581355 54.604746457538567 3.2905953815206876 3.7199861833360046 2.4689307957887641 1.3826186719816167 1.7284209430217723 10.1982046313351 2.2280147154815486 48.959395850251894 2.1758256033062935 1.3726676069200041 1.4861411992460487 2.1786935981363058 1.1205558609217385 1.4215254858136175 1.2824495323002336 0.59882827475666989 1.019475453533232 1.515455764718354 0.67705222382210228 1.3666114131920037 2.6366326468996695
leaf_count=205 49 22 21 190 893 17 32 757 768 28 22 14 41 5 52 60 521 41 10 39 46 23 4 20 3 45 11 11 68 16
internal_value=0.000191988 6.88143e-07 -0.000960921 -0.000183362 0.000275576 0.000512986 -0.00064076 7.4845e-05 3.2809e-05 -6.47323e-05 0.000606605 0.000104965 -0.000328123 0.000189406 0.000142025 0.000242129 0.000113035 -0.000574712 9.98011e-05 -0.000867402 -0.00128527 -0.000125806 -0.000499635 -0.00024027 -0.000632688 -0.000116653 -0.000443831 2.45755e-05 -0.000903314 0.000231372
internal_weight=325.081 98.8513 7.07737 4.97792 226.229 3.63059 1.94623 91.7739 67.7371 57.8953 9.84179 90.1404 14.7075 75.4329 72.964 64.0222 53.824 8.94175 4.58723 2.85881 4.35452 13.3249 9.00195 7.8814 6.45987 5.17742 4.57859 3.55912 2.04366 51.596
internal_count=4034 2118 309 260 1916 70 49 1809 1023 796 227 1052 248 804 790 649 597 141 54 49 87 207 185 162 158 138 135 90 79 537
is_linear=0
shrinkage=0.00196078


Tree=570
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 1 0 0 2 0 1 0 2 1 0 0 2 2 1 2 2 2 2 1 1 0 0 1 0
split_gain=1.38638 0.982216 3.24717 2.24131 1.71088 1.5882 1.95482 1.9652 1.70915 2.28867 1.49106 1.45568 1.77484 3.56013 1.68148 2.97573 1.32769 1.23531 2.12634 1.11427 1.59316 1.14774 1.10787 1.17036 4.53983 1.96078 2.53483 2.1225 1.67419 2.01117
threshold=0.4662734648500001 0.50706565670000014 0.37668033890000002 0.50278434775000014 0.37078231190000005 41.827117825850003 0.36204005870000006 0.48068920095000006 0.4778150355000001 42.753078181500008 0.47769527860000011 0.38370108680000009 0.52005927965000021 34.41230404325001 0.38906020780000011 0.5216909673500002 0.5231430197000001 38.244973486750006 37.828051409500013 0.34542378970000004 42.779078631750004 42.622319549950006 33.96174662340001 38.400997490450003 0.35651627195000007 0.34608245260000009 0.48637765340000011 0.48351845755000006 0.36575252235000005 0.49880243110000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 22 7 8 10 -10 -7 -4 13 -13 -14 -16 -17 18 -18 -9 21 -21 -1 28 25 26 27 -25 29 -24
right_child=-2 2 11 -5 -6 6 -8 19 9 -11 -12 12 14 -15 15 16 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099825622825311074 -0.0014314519955111265 3.441474985848581e-05 0.00090318480988919197 0.0011560505712947952 -0.0020111314184816246 -0.00014319475786849073 -0.0019328586708730474 -0.00023701969476192382 -0.0022936604442536875 -0.00021390073214934039 0.0019016701879256872 0.00099772260493159346 0.0010170165079407445 -0.0030070317439621214 -0.0025658344762996004 0.00091190957874207436 -0.00021707705895677149 0.00012845128737426671 -0.0024938313956452407 0.0006919046598946176 -8.0659274604572278e-06 0.0019546247421351861 0.00085262090246490695 0.00030157603529897139 -0.0016371252786042535 0.0011675546998851916 0.0018857167811751577 -0.00091201284108832759 0.0019581039685386938 -0.00083454300074897638
leaf_weight=2.3286800325149661 2.1510204729565876 2.5748229473829261 8.9439670043066126 10.874036462511866 4.5135248620063066 26.080214573419656 2.0639448203728525 8.3462990522384626 3.5261098304763419 5.3267281986773014 1.5127563327550877 1.5446292217820876 7.6432402911595991 2.1004684994113632 1.7220265930518497 7.3024405597243449 15.613704770803453 84.181827952736057 1.8384911161847401 10.979904077947142 10.044713661074637 3.9156669154763213 15.693739857757469 61.158107473514974 4.6360649189446113 11.470485929399727 3.7156600132584563 6.3815589956939212 4.0990697941742829 3.4571079835295668
leaf_count=98 757 14 49 70 55 475 65 38 48 36 5 6 36 40 18 38 232 1007 47 40 54 55 176 349 55 78 21 40 16 16
internal_value=0.000170986 0.000181319 5.19451e-05 0.000272576 -0.00126809 0.000220572 -1.22951e-05 4.45499e-05 -0.000276709 -0.00104227 -3.10871e-05 0.000123431 6.62417e-05 -0.00131 0.000108646 4.59046e-05 8.719e-05 2.79336e-05 -0.00045692 0.000396299 0.00060824 0.00102384 0.000368606 0.000397382 0.000291123 0.000399184 0.000275494 0.000186909 0.000796653 0.000548054
internal_weight=335.741 333.59 137.979 195.611 7.08835 184.737 71.7963 69.7324 36.4458 8.85284 27.593 130.891 121.947 3.6451 118.302 110.658 108.936 101.634 17.4522 33.2866 24.9403 14.8956 112.94 110.612 87.3619 82.7258 71.2553 67.5397 23.2499 19.1508
internal_count=4034 3277 1542 1735 69 1665 816 751 564 84 480 1473 1424 46 1378 1342 1324 1286 279 187 149 95 849 751 543 488 410 389 208 192
is_linear=0
shrinkage=0.00200243


Tree=571
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 2 2 0 1 2 2 1 2 0 2 0 2 1 2 2 2 2 0 2 0 0 1 0 1 0
split_gain=1.25141 1.9478 1.87792 2.75643 1.88534 1.63652 1.41967 1.43959 1.78806 3.93345 2.06614 1.52634 1.35744 1.24295 1.20679 1.81169 1.40392 1.20014 2.66658 1.70537 1.19123 1.44892 1.2546 1.21973 1.12742 1.05267 2.22863 4.50575 2.55261 3.22923
threshold=0.39072183470000005 0.53544804050000006 0.39587138110000003 37.784765830350004 0.39476362980000007 41.385032804600009 43.89540535710001 0.5398790455000001 0.41804137600000008 38.969453495950006 40.750688432250008 0.42114008565000011 37.784765830350004 0.54136103710000005 43.631818398850008 0.53158588065000012 36.728658719300007 0.43401395170000007 39.952536079750011 37.311503175250003 40.890797847750008 41.827117825850003 0.56341127510000011 42.233786329550007 0.57537199485000012 0.47883296910000012 0.35651627195000007 0.50339810185000011 0.37078231190000005 0.5216909673500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 -5 7 -3 9 -9 13 -12 -1 -10 16 -16 -4 18 19 -15 -13 22 -22 -23 -19 -14 -27 -28 -29 -30
right_child=1 6 14 4 -6 -7 -8 8 10 -11 11 20 25 17 15 -17 -18 24 -20 -21 21 23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.00058917352593905632 -0.0024707512319076899 0.00067115802473788344 -6.2124532459358495e-05 0.0005158609802584787 0.0017857182815704527 -0.0013744444926352916 -0.0010490810127480284 0.00038516881057355004 0.0015291858981153438 -0.002303059203923841 0.0015032992197920657 0.0012133557420810801 -1.4490804036070535e-05 -0.00018572308781143886 -0.0019279970150354691 0.0015676047888772439 -0.0020872023291846507 0.00013304775568541546 0.00014625042763950836 -0.0025625197047618596 -4.3636509376745536e-05 0.0015076894581320022 -0.0017900410562094113 0.00016911780401381664 -0.00192215977901055 0.00044023856903056645 -0.0014401300837142985 0.0013637840304510948 -0.00060881702262617458 0.0007341547978121732
leaf_weight=34.28719437122345 1.4206194616854215 16.246790833771229 1.6097059240564684 4.6736881705000979 2.4068145975470543 2.4952246521133929 3.5459638190222895 4.3857555147260419 1.405530378222468 3.4573596315458417 4.6539282575249699 4.3929259183350977 64.467116485349834 1.5806493028067068 0.93660893215565044 1.2030605277977882 4.9710125064011663 16.247880080714825 5.111533559858799 3.3336352314800024 4.9391628429293659 3.225561259314417 2.0748460790491663 9.656448948546311 1.0068045291845908 91.65246319398284 7.2342307902872554 5.5926249921321896 15.002702021971347 11.03874750388786
leaf_count=324 23 61 20 40 7 68 422 34 4 38 16 32 824 29 183 12 140 132 26 66 27 51 103 162 422 494 63 32 122 57
internal_value=0.000165323 -5.09378e-06 -0.000538935 -2.09778e-05 0.000342462 -0.000142082 0.000118352 0.00016901 4.44027e-05 -0.000799841 0.000159302 0.000514568 0.000243354 -0.000199145 -0.00119208 3.74564e-05 -0.00159185 -0.000288191 -0.000806768 -0.00179804 0.00032512 0.000129002 -0.000560248 0.000504286 1.31271e-05 0.000182544 0.000279864 -9.83025e-05 0.000208553 -3.95428e-05
internal_weight=334.257 104.982 19.7167 10.9963 9.57573 7.16891 85.2648 81.7188 65.472 7.84312 57.6289 28.9429 229.275 28.686 8.72039 2.13967 6.58072 27.2805 10.0258 4.91428 24.2889 19.896 7.01401 12.882 17.2547 194.988 130.521 38.8683 31.6341 26.0414
internal_count=4034 2118 493 138 115 108 1625 1203 1142 72 1070 391 1916 679 355 195 160 675 121 95 375 343 130 213 554 1592 768 274 211 179
is_linear=0
shrinkage=0.00188464


Tree=572
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 0 2 2 1 0 2 2 2 0 0 1 2 0 0 0 0 1 2 0 2 0 2 1 1
split_gain=1.48811 2.8668 1.51998 2.93433 2.2673 2.62438 2.13649 2.58787 2.36311 2.10299 1.71659 1.62187 1.94402 2.82922 1.46269 2.61969 3.02448 1.47006 1.36096 1.59655 1.43812 1.31739 1.62158 1.52888 1.13223 1.72384 3.33204 2.04087 1.46076 2.18763
threshold=0.37078231190000005 0.50278434775000014 41.827117825850003 0.48068920095000006 0.4778150355000001 42.753078181500008 0.48351845755000006 43.272784938550004 42.779078631750004 0.34542378970000004 0.47769527860000011 47.927946529500012 42.719328117250008 42.686561923500008 0.51191581090000016 0.5054040298000001 0.37473428940000003 43.89540535710001 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.47736594710000008 0.34440585610000002 42.488347682450005 0.5231430197000001 38.244973486750006 0.52366695610000014 37.828051409500013 0.38976377950000002 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 4 10 -6 9 8 -8 -5 11 12 13 21 15 16 -2 24 19 20 -14 22 23 -4 -16 26 -26 -28 -27 -30
right_child=14 -3 3 6 5 -7 7 -9 -10 -11 -12 -13 18 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=0.00034758587948446483 0.0011649821693024958 0.0011527492442420014 -0.0013278851728083007 -8.6696691691137213e-05 -0.0021748703551390659 -0.00026942656864542184 5.9540159232783171e-05 0.0012286986222975517 -0.001556349686824228 0.001278106036791524 0.0017429903857017553 0.00034190944358226017 0.00088044938021812668 0.0024726750836939681 0.00047115440536829546 -0.0017676914447720903 -0.0018090724052301746 -0.00079194679626042692 -0.0020312873377573296 0.0011332630896456438 -0.0019272638528600838 0.00064096775472219706 -0.0021091360161841185 0.0020680045749396168 -0.0044004674800570366 0.0014911345614388443 -0.00012057014147791816 -0.002205837462984547 -0.00058377049111416426 0.00023151607224985621
leaf_weight=112.63514022139134 3.4154165685176832 11.347839348018168 0.94651101680938798 5.415216542780402 4.1869161520153266 5.4714444410055876 10.65523198246956 4.1463561076670876 4.1172683387994757 11.728658922016619 1.6004231423139561 11.095682390034197 0.79832788649946307 1.347660183906555 23.882464550435543 4.027399092563428 1.6710176484193651 6.1372669848497017 3.5123136718757451 1.3367509655654428 2.3928776396205649 2.3932687640190125 2.1741331010125577 0.80505508976057172 0.67835712432861583 2.5653831064701071 16.730906608820082 1.6962495583575208 12.824377301149068 68.405434471467743
leaf_count=825 13 64 40 23 48 37 48 17 30 80 5 54 11 3 116 68 62 602 106 13 195 10 48 13 5 8 438 58 200 794
internal_value=0.000167276 0.000268729 0.000215014 1.35657e-05 -0.00033726 -0.00109544 0.000383834 -3.58834e-05 -0.000390827 0.000847007 -7.94428e-05 -0.000188263 -0.000562788 8.98428e-05 2.57716e-05 -0.000676257 0.000187933 7.3907e-05 -0.00118509 -0.0005287 -0.00122487 -0.000418349 -0.00106415 0.000232934 0.000115821 3.33507e-05 -0.000457668 -0.000312522 0.000145304 0.0001028
internal_weight=340.141 198.107 186.759 74.1241 38.0614 9.65836 36.0627 18.9189 14.7725 17.1439 28.403 26.8026 15.7069 7.66663 142.034 9.11383 5.08643 132.92 8.04027 4.52796 3.19121 6.31897 3.9257 1.75157 126.783 102.901 19.1055 18.4272 83.7952 81.2298
internal_count=4034 1670 1606 781 583 85 198 95 78 103 498 493 439 114 2364 143 75 2221 325 219 206 111 101 53 1619 1503 501 496 1002 994
is_linear=0
shrinkage=0.00181146


Tree=573
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 0 0 2 2 2 1 1 2 2 2 2 2 1 1 0 0 1 2 1 0 1 1 2
split_gain=0.211816 1.11038 1.51862 0.538389 0.634886 0.528227 0.382465 0.337664 0.766038 1.83847 2.1541 1.6619 0.867432 1.55498 0.631127 1.67942 1.02241 1.02955 1.11757 0.825059 0.523831 0.522286 2.57189 0.437367 0.603201 0.532412 0.36471 1.49836 0.468099 0.31661
threshold=0.45368402140000008 0.56065686655000013 0.56395018115000017 38.903925214650009 39.184300550350009 0.58415915690000009 42.402981339000007 0.5654770815500002 0.55832160710000012 38.903925214650009 40.844669808050007 41.092444989200011 0.43401395170000007 0.42922367590000005 39.051326806600009 33.151194885250007 40.94178426300001 42.283941020600004 42.558389508100007 0.44805544745000009 0.43837010870000009 0.55481871800000016 0.54797760550000019 0.42473279245000012 41.942745071500006 0.42114008565000011 0.54646567465000018 0.40667944075000007 0.42039160505000012 41.571132012400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 12 -10 -11 -12 13 23 15 -9 20 -18 -19 -20 -16 22 -14 25 -25 26 28 -28 -1 -15
right_child=1 2 3 4 5 6 -8 14 9 10 11 -13 21 29 16 -17 17 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012028513285081556 -0.06039876160486024 0.025743484669897586 -0.049460187205025589 0.024900956776388886 -0.044604877757621439 -0.04227937753204343 0.01938439142393162 0.039695613546424251 0.025954215686284261 -0.062469134223684823 0.027793163596851845 -0.033240531689041786 0.032850920441859707 -0.048063591173035727 0.042711533278126844 -0.049085852061034836 -0.034280213831905097 0.034475443796906438 -0.048131907890995584 0.0062845597539665128 0.014948029778688516 0.031784017642018575 -0.056622825297608564 -0.0030675453818229483 0.031197680230051324 -0.013831406085113202 0.011891815290324499 -0.046691594058019523 0.020804439567305232 -0.013232108817759694
leaf_weight=231.89814554868644 0.60720660933293302 2.231567058712244 0.77736609372368581 0.67806994522106867 0.92164150079770457 0.24968877086939756 0.59569404071226018 0.58938973693875496 1.5787940078880627 1.7932256944477556 1.4519546553492548 1.6871604602783916 1.8146745672565878 1.3009057777235278 1.8696903958916644 1.0136826019734142 1.2511140070855615 1.7400059849023817 0.69135227757215068 1.6518679166620129 3.2637898228131235 2.5224790489301085 0.81403220770880569 1.6519264267990359 1.970742170786252 4.1984042513649902 1.7973454850725823 1.3278573319548739 2.1508082374930373 0.70323380149784487
leaf_count=2451 19 17 287 23 137 213 264 12 20 22 4 39 54 42 15 53 18 10 66 15 38 14 11 20 24 39 26 50 9 22
internal_value=0.000982948 -0.00674937 -0.00077649 -0.0191417 -0.00950255 -0.0227044 0.00117164 0.00115606 0.000836985 -0.0133268 -0.0259003 -0.00501023 0.00120273 0.000848477 0.0079934 -0.0164442 0.0117358 -0.00108651 0.00908415 -0.00977067 0.0250599 0.0181891 0.00514357 0.00114861 0.0155728 0.000932125 0.00119347 -0.0129995 0.00138298 -0.0358416
internal_weight=276.794 6.06123 5.45403 3.22246 2.44509 1.76702 0.845383 270.733 258.662 6.51113 4.93234 3.13912 252.151 246.999 12.0709 1.60307 10.4678 5.33434 4.08323 2.34322 5.13348 5.15119 2.62871 244.995 3.62267 241.373 237.174 3.1252 234.049 2.00414
internal_count=4034 960 941 924 637 614 477 3074 2847 85 65 43 2762 2683 227 65 162 109 91 81 53 79 65 2619 44 2575 2536 76 2460 64
is_linear=0
shrinkage=0.0418233


Tree=574
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 1 2 0 1 1 2 2 0 0 1 2 1 0 1 0 2 0 1 2 2 0 0 2
split_gain=0.985439 2.53796 1.4733 1.57148 6.59658 2.11741 2.74946 3.56529 1.94457 1.56711 2.89234 1.53008 1.39147 1.3019 1.17834 2.08488 1.57806 1.42362 1.5173 1.26656 2.45324 2.98862 1.35091 2.62686 4.01201 1.76162 1.03198 2.29105 1.75648 1.65289
threshold=0.37078231190000005 0.50278434775000014 0.47883296910000012 0.35374689380000007 38.625745710700009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 0.48537468940000006 0.34554354660000003 0.34587287805000005 41.919251152600005 40.280372415600006 0.51191581090000016 0.50889194935000015 0.37413550490000008 43.89540535710001 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.625745710700009 0.52366695610000014 0.39382054430000007 38.478081868400004 41.872294782850005 0.4778150355000001 0.47769527860000011 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 5 -5 9 7 8 12 10 -4 -8 -7 -11 15 -2 -16 18 -18 -20 -21 -22 25 -24 -25 -23 29 28 -28 -1
right_child=14 -3 3 4 -6 6 11 -9 -10 13 -12 -13 -14 -15 16 -17 17 -19 19 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=7.6235517425615718e-05 -6.6881518465078608e-05 0.0011660404704573381 0.00094482027489574665 0.00064960776030896776 -0.001739029937372112 0.00022516183138583367 0.0012535733923980136 -0.0015367384717614116 0.00090244548045885487 0.00046880273303344508 -0.00060800268633065026 0.00032886617250125377 -0.0010135872274645277 0.0019217580878671022 -0.0026935432038072615 -0.0021995797002891228 0.00096347934756640659 -0.00080043291606638183 -0.001085587518306753 0.0012565494609178384 -0.0024529094370622445 -0.00019987172169322911 0.0013208510999570188 -0.0023811114906942652 0.00018761121348026294 -0.0027956856002693247 -0.00025684118407005499 -0.0022010273608676243 0.0018427364591190973 0.0015684338513876741
leaf_weight=40.096245347114746 6.1616843185038288 10.635115649551151 17.461502388119701 12.54813324660063 6.478184735402464 8.0051259174943024 9.5898643061518687 5.9506439156830302 7.9132064729928961 3.3806951195001584 5.9407553970813742 21.298142611980438 5.7635808549821368 6.9928403422236443 0.75039152055978675 2.3360697575844824 7.884997956454753 6.1436156823765478 3.2809323200490317 6.6688546240329734 1.7284768968820561 21.950048678438183 7.2203799411654463 2.3222352932207277 69.276015397685114 1.0105856815353025 26.159634363721132 2.1444935873150817 1.5602637380361546 2.9446113966405383
leaf_count=471 89 64 65 64 50 34 72 45 33 21 25 99 35 43 8 54 29 602 23 22 18 530 28 72 865 24 488 40 5 16
internal_value=0.000165166 0.000252949 0.000200238 0.000339356 -0.000163689 0.000443056 0.000221854 -0.000218684 0.000143059 0.000826314 0.00055063 0.000615962 -0.000293379 0.00144825 4.00633e-05 -0.00065317 8.60013e-05 0.000102362 0.000148071 9.14019e-05 0.000126451 5.36407e-05 9.62085e-05 0.000215742 0.000104297 -0.000314123 -1.21887e-05 -0.000286756 -0.000138663 0.000178323
internal_weight=331.597 194.863 184.228 111.323 19.0263 92.2964 58.5206 27.6326 21.6819 33.7758 23.4023 30.888 13.7687 10.3735 136.734 8.49775 128.237 127.486 121.343 113.458 110.177 103.508 101.779 78.8186 71.5983 22.9606 72.9052 29.8644 27.7199 43.0409
internal_count=4034 1670 1606 586 114 472 318 147 102 154 90 171 69 64 2364 143 2221 2213 1611 1582 1559 1537 1519 965 937 554 1020 533 493 487
is_linear=0
shrinkage=0.00192234


Tree=575
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 1 0 2 0 1 1 2 2 2 2 0 1 1 0 1 2 1 2 1 0 1 1 0 1
split_gain=1.65695 2.09282 2.05591 1.46772 1.86631 2.32627 3.18621 2.96506 2.15532 1.8622 1.34384 0.989394 1.91564 1.07516 0.916098 2.44013 1.68289 1.07664 1.97403 0.908653 1.97076 2.3671 1.91955 1.42631 2.64603 2.26796 1.19819 1.62433 0.908412 0.877885
threshold=0.39091643965000006 0.53544804050000006 0.47721625100000004 36.491284729650012 36.893814626400008 0.39587138110000003 0.39408999735000005 0.53043322055000008 43.631818398850008 0.53158588065000012 0.4662734648500001 0.34551360740000009 42.686561923500008 42.719328117250008 36.728658719300007 35.050303764500008 0.54386096225000014 0.46280051495000007 0.45368402140000008 0.5398790455000001 0.41804137600000008 38.969453495950006 0.40301188585000008 39.952536079750011 0.44805544745000009 0.54228915300000013 0.42114008565000011 0.42473279245000012 0.54386096225000014 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 -5 6 7 -6 -7 -10 14 29 -13 -14 15 16 -3 18 19 -16 21 -21 -23 24 25 -22 -25 -28 -29 -1
right_child=1 10 -4 4 5 8 -8 -9 9 -11 -12 12 13 -15 17 -17 -18 -19 -20 20 23 22 -24 26 -26 -27 27 28 -30 -31
leaf_value=-4.5852831268652438e-05 -0.0023982568016914642 0.0023164995764441503 0.00036892367228025453 0.0025839147570834988 -0.0022818419364495583 -0.0021723379014317958 0.001490003975587144 0.0012462413811324153 -0.0019978619169987851 0.0018146146480091619 -0.0014378756614088868 -0.0024512950807412692 0.0022486584713884514 -0.00059182377664657214 0.00064123469975423532 -0.0025434129964099161 -0.00055582505438151679 0.0012576417620193026 -0.0015678250962055671 0.00082670647948632312 0.00056960644411353117 -0.00050059616609572513 -0.0028082345748259318 0.0011260419457221795 0.00074134638139190161 -0.0018750173640156762 -0.0009978576213083277 0.001388668319487316 0.00028299514950842753 0.0015400769232815996
leaf_weight=41.090333863394335 1.6715960633009697 1.08618476986885 188.68990030093119 0.73576503247022529 2.6424932510126364 4.7622169189271517 3.5315199494361877 1.4015924185514448 0.83922169794095713 1.1925075091421602 2.1217587815044672 1.9161831111414347 0.67514270544052157 2.1244740083348006 14.739179703406988 1.7499149837531147 2.8211345683084801 3.5203303237212813 2.49165254831314 2.4018853523302806 2.0955544710159284 3.2092472407966852 2.4392174122622237 7.6522634616121641 4.9948151577264071 4.8036552416160703 3.5048153228126493 3.2828143127262619 22.017754676955519 1.3872328866273154
leaf_count=693 29 3 1056 3 93 138 15 6 183 12 757 69 2 105 61 45 74 22 152 12 7 50 45 34 24 96 34 12 196 6
internal_value=0.000187173 -2.20247e-05 0.000277375 -0.000654868 -0.00046194 -0.000617897 0.000129224 -0.00105908 -0.00145098 0.000239841 0.000102983 -8.86553e-05 -0.000940727 9.31739e-05 0.000142463 -0.000619148 0.000242644 0.000198307 0.000147661 0.000207745 9.44636e-05 -0.000803788 -0.00149712 0.000244019 -0.000345586 -0.00113249 0.000436373 0.000253159 0.000426459 5.94048e-06
internal_weight=337.592 101.709 235.883 16.7769 15.1053 14.3696 7.57561 4.04409 6.79395 2.03173 84.9322 47.1934 4.7158 2.79962 82.8104 5.65723 3.90732 77.1532 73.6329 71.1412 56.402 8.05035 5.64846 48.3517 11.894 6.89921 36.4576 28.8054 25.3006 42.4776
internal_count=4034 2103 1931 479 450 447 114 99 333 195 1624 875 176 107 867 122 77 745 723 571 510 107 95 403 127 103 276 242 208 699
is_linear=0
shrinkage=0.00196078


Tree=576
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 2 2 1 1 0 2 2 2 2 0 0 0 1 0 0 1 2 0 2 2 2 2 0
split_gain=1.27958 2.33094 1.39926 1.58789 1.65214 1.79631 1.81318 1.8326 1.6148 1.26416 2.14908 2.53595 1.25117 1.53727 1.20136 3.01221 1.42978 1.53866 1.38518 1.29362 1.97253 2.69317 1.1738 1.14793 1.89739 1.29513 0.944935 0.986959 2.41737 1.93597
threshold=0.39091643965000006 0.53544804050000006 0.47883296910000012 0.4784437592000001 41.872294782850005 0.4778150355000001 0.47769527860000011 47.927946529500012 41.741384785950011 0.39587138110000003 0.39408999735000005 0.53043322055000008 41.571132012400007 41.385032804600009 42.719328117250008 42.686561923500008 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.4662734648500001 43.631818398850008 0.53158588065000012 36.728658719300007 43.89540535710001 36.728658719300007 35.050303764500008 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 8 6 7 14 12 10 11 -2 13 -1 15 19 17 18 -16 20 21 -6 26 25 -25 -11 27 28 29 -3
right_child=1 22 -4 -5 5 -7 -8 -9 -10 23 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00016718413297601691 -0.0022070761989780507 0.0023075147927119556 0.00035386858630793896 -0.0011233956010970776 -0.0022161394878853768 -0.0022190962586292832 0.0018566908736462736 0.00034139766939254184 0.0017069639720104718 -3.6109907179595275e-05 0.00091044647336820279 0.00094273118895941987 -0.0011965363640998239 0.0013202986500790092 0.00093964202157440435 0.0024923031217605972 -0.0021431651103735751 0.0012131382092099231 -0.002034480999043757 0.00042835676818421867 -0.0025956310048870336 0.0030192979526951686 -0.0013762340952015316 -0.0019733197948924291 0.0016122524336663374 -0.0021159025417137084 -0.00083938605568907132 0.00026563213620664668 -0.0024939075651866818 -0.00066315524477375662
leaf_weight=28.923723237239756 2.65553931007162 1.1855861246585839 165.22077602799982 4.1339940242469302 0.75498377531767802 1.6044814717024554 1.604140669107436 11.137584947049616 3.0431887600570908 1.4509425507858376 3.8519221264868975 1.4660214893519876 2.0854392636101684 5.0127826544921836 0.78488231077790294 1.3275908827781675 3.4177923486568034 1.3604154167696831 2.2028297231299803 2.2533701066859066 2.1546141542494297 0.699501633644104 1.8752567043557054 0.99275443912483785 1.210234730504453 4.6601918925298378 3.3357669895340214 71.594829624751583 1.6883484455756841 2.5636484557762742
leaf_count=411 98 3 908 31 47 28 5 54 16 20 19 7 22 20 11 3 106 15 195 24 34 1 757 183 12 140 190 555 45 74
internal_value=0.000179826 -4.36911e-06 0.000256171 3.3531e-05 0.000103487 -0.000241556 -0.000127 -0.000248951 0.000362299 -0.00066877 -0.000121897 -0.0010867 0.0002487 0.000337511 -0.000688578 -0.000122353 -0.00121282 -0.000481526 -0.00125317 -0.000714457 -0.00142798 0.000301725 0.00012721 -0.00119324 -3.54886e-06 -0.00162211 0.00016229 0.000205666 -0.000583885 0.000276233
internal_weight=336.253 98.531 237.722 72.5013 68.3673 29.3022 27.6977 26.0936 39.0651 16.2876 7.97348 4.12156 36.0219 33.9365 14.956 7.19006 7.76592 4.34813 2.98771 5.86247 3.6091 1.45449 82.2434 8.31412 2.20299 6.11113 80.3682 77.0324 5.43758 3.74923
internal_count=4034 2103 1931 1023 992 523 495 490 469 479 124 105 453 431 436 109 327 221 206 106 82 48 1624 355 195 160 867 677 122 77
is_linear=0
shrinkage=0.00192234


Tree=577
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 1 2 0 2 1 2 2 1 2 0 1 0 0 2 0 0 2 1 1 0 0 1 0 2 0
split_gain=0.233423 0.572535 1.04364 0.561597 1.73504 1.27223 1.13011 0.659833 0.963628 3.16899 1.7885 1.03267 1.76508 1.58382 0.97515 0.838403 1.91078 1.82798 1.33984 2.42103 1.57546 1.29937 0.784487 0.916472 0.685559 1.98004 0.612481 1.40364 0.600029 1.30345
threshold=42.141702038450013 42.006870117350005 0.34641178410000012 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 0.53749887730000012 41.218101594450012 0.42039160505000012 41.827117825850003 40.844669808050007 0.42290649980000011 40.890797847750008 0.5398790455000001 0.42651417625000004 0.54386096225000014 0.55677973715000018 38.400997490450003 0.54300769440000007 0.54228915300000013 38.969453495950006 0.4662734648500001 0.46280051495000007 0.55832160710000012 0.56341127510000011 0.43401395170000007 0.56188437470000008 41.919251152600005 0.48244064550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 28 -5 -6 11 -10 26 14 -13 -14 -9 18 -17 21 20 -20 -16 -18 23 24 -19 -26 -11 -28 -1 -30
right_child=-2 2 -4 4 7 -7 -8 8 9 10 -12 12 13 -15 15 16 17 22 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0028965714670735336 -0.0010717987253884534 -0.0070607380850940303 0.029818196846936939 0.0034216895931636774 0.030389734367425574 0.031788631028864277 -0.052776244292598536 0.014349413804739104 -0.084586881282171567 -0.060698918738182249 0.045221536324299677 0.05528286303204407 0.032156245810866686 -0.022504438664980381 0.02828817142640842 0.055447086097615034 -0.00056791798975731672 0.03470846868237034 -0.07040039033855966 -0.0077857341468648734 -0.030943462880227486 -0.075510335100066647 -0.055592115417629026 0.033712194114172041 -0.064633829549636534 0.0030438727396506654 0.031323772658027417 -0.056077716984868138 0.019313334502474945 -0.050467442135017034
leaf_weight=134.54182343825232 76.568835808611766 3.053763933305162 4.6553459656133782 1.2832882520742708 1.635840669274329 3.644695187918841 2.6067233374633361 6.7873896546661845 1.3888995442539442 0.7437910735607155 1.4330894833838099 2.1505742892622939 2.3389357244595885 2.7977342529920861 2.5802721902728099 1.3905071485787655 0.94033953337930087 1.1473557166755153 2.3990695923566818 3.8907019197940826 1.8549849916016681 1.3602532148361204 0.53758574235325873 2.1931125380797321 1.1871235454455007 8.3201532037055568 0.98757570236921288 0.79869942163350061 1.1206713549909175 1.5101885097101329
leaf_count=1122 1690 22 39 20 5 15 105 28 15 9 33 7 19 42 9 5 30 11 17 36 41 21 331 19 22 194 5 73 28 21
internal_value=0.00123195 0.00210832 0.0152096 0.00158655 -0.00272751 0.00320272 -0.0342369 -0.000219073 -0.00127927 -0.0208664 0.00146463 0.0012241 0.0179958 0.0023848 -0.00230939 -0.00637644 0.000370193 -0.0045122 -0.0171185 -0.0316685 0.00351536 -0.0448785 0.00242573 0.00485336 -0.00108684 -0.00540669 -0.0233203 -0.00775616 0.00244319 -0.0207428
internal_weight=277.849 201.28 7.70911 193.571 52.754 140.817 3.89001 48.864 47.2281 5.35206 3.96316 41.8761 7.28724 5.13667 34.5888 27.8015 17.0764 15.6859 10.725 6.28977 4.43526 2.30059 13.3853 12.8477 10.6546 9.50728 2.53007 1.78628 137.173 2.63086
internal_count=4034 2344 61 2283 1097 1186 125 972 967 135 120 832 68 61 764 736 633 628 103 53 50 51 577 246 227 216 87 78 1171 49
is_linear=0
shrinkage=0.0490223


Tree=578
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 2 2 2 0 2 0 0 2 1 1 2 1 0 2 0 0 0 2 2 1 0 0 2 0 1
split_gain=0.205107 0.290873 0.238456 0.301084 0.222454 0.249047 0.322892 0.21277 0.515561 2.20152 2.15218 1.99449 0.877915 0.688722 0.674689 0.843918 1.26598 1.08976 0.904184 0.948621 1.49518 1.11327 0.71164 0.653479 1.12915 1.01762 0.641041 1.48228 0.652611 0.541895
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.46112391845000006 42.522337019050006 42.536568606950006 42.141702038450013 0.48244064550000004 42.686561923500008 0.47754558250000007 0.48351845755000006 42.719328117250008 0.34440585610000002 0.34521421515000011 43.157831852650006 0.37078231190000005 0.48637765340000011 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 43.680097826700013 42.456897412850005 0.39542229275000007 0.5261668812000001 0.53866650695000018 47.927946529500012 0.54386096225000014 0.34614233110000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 -1 9 10 13 -10 -11 -9 -13 17 -17 -16 23 -20 -21 -22 -18 24 -19 -25 27 -24 -28 -14
right_child=1 2 3 4 5 6 -8 8 11 12 -12 14 29 -15 15 16 22 18 19 20 21 -23 26 25 -26 -27 28 -29 -30 -31
leaf_value=0.0019506399912651892 -0.046643334742098169 0.036763388255198502 -0.051647410326982557 0.037695146108537241 -0.04808399321741403 0.049662209121978967 -0.046404272346852647 0.025790319222635572 0.035414216600470408 0.038301923649233828 -0.061976129137362057 0.0395477362046779 -0.0042040667893944754 -0.019954079010976414 -0.040609582690293876 0.024430942492280984 0.013626833721559718 -0.030235843241048162 -0.045287489570467389 0.032184075308482316 -0.066966213424447973 0.0019272133301384239 -0.055149081908547781 0.030778736748249665 0.0091990408505941805 -0.0035539624148672126 0.016297494937235143 0.0021235440394095787 -0.024772156216286267 0.014920983517439536
leaf_weight=198.27485361825529 0.44911335606593539 0.25215357355773438 0.31084713138261555 0.25370857960660942 0.25660248045460321 0.19639179110527039 0.1204558403333067 1.0120399284060106 3.5846939310431472 1.2386753410100961 2.6250033457763493 0.87348397076129813 22.376391491736289 2.2952363765798509 1.9471046030521417 5.4771674480289247 3.8567334015388024 2.8936652564443666 2.0316880270838729 1.3551891075912865 0.94849384855479035 1.0598061084747312 1.7647207288100619 3.2150512859225273 3.3354521384462714 4.3147028721868992 2.5311290430836384 2.1261414161126595 1.2253740076848769 3.6817085525253779
leaf_count=1786 434 5 50 5 144 1 281 28 58 4 45 3 346 33 19 34 47 37 16 10 26 21 191 12 25 39 19 71 141 103
internal_value=0.00105175 -0.014323 -0.00388138 -0.0128872 0.00167887 -0.0142556 0.0131407 0.00115494 -0.000927274 -0.00523877 -0.0307447 0.0024405 0.000304304 -0.00595611 -0.000593719 -0.00151443 0.00615122 -0.00768341 -0.0043363 -0.0203643 -0.00530968 -0.0306103 -0.00255186 0.00194867 -0.00911998 0.0111054 -0.0107111 -0.0238528 0.00290055 -0.00150192
internal_weight=275.884 1.83927 1.39016 1.13801 0.827159 0.57345 0.316848 274.045 75.7697 33.2291 5.93228 42.5406 27.2968 3.30728 38.9559 38.0824 16.9813 21.1012 19.154 5.39518 3.36349 2.0083 11.5041 13.7589 6.22912 7.52975 7.64737 3.89086 3.7565 26.0581
internal_count=4034 920 486 481 431 426 282 3114 1328 559 106 769 453 61 711 708 503 205 186 73 57 47 469 113 62 51 422 262 160 449
is_linear=0
shrinkage=0.0461948


Tree=579
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 2 0 2 1 1 0 1 2 2 2 1 0 0 2 2 2 2 2 0 0 0 1 0
split_gain=1.17267 2.92333 1.6751 1.66654 3.37571 1.48098 2.30477 1.76396 1.30992 1.29641 2.61651 3.08222 2.29432 3.61215 2.27936 1.91049 1.73604 1.62997 1.22915 2.51568 1.0512 1.31991 0.997919 0.971503 2.22846 1.37873 1.76413 1.41793 1.30598 1.57401
threshold=0.37078231190000005 0.50278434775000014 0.47883296910000012 0.35862698720000002 38.244973486750006 41.872294782850005 47.927946529500012 41.741384785950011 0.49485045360000007 41.257403903850005 0.34569324270000007 0.34545372890000009 0.48447651265000008 0.34554354660000003 42.824128352900011 41.919251152600005 39.792680591700012 0.34587287805000005 0.4778150355000001 0.47769527860000011 41.571132012400007 41.385032804600009 39.749124837650008 42.719328117250008 42.67709657435001 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.34542378970000004 0.47464147780000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -5 7 18 20 -2 12 11 14 13 22 15 -11 -14 -12 19 23 21 -1 -4 24 28 26 27 -25 29 -7
right_child=8 -3 3 4 -6 6 -8 -9 -10 10 17 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=3.4465448877236138e-05 -0.0024936095743085794 0.0012027497076655602 0.0015875550769785507 0.00039512440648327955 -0.0016185418736011537 -3.3471491015929351e-05 0.00033912825611047323 0.0016144600532382359 3.6519769576170951e-05 0.00029053426445209738 0.0012872039592030588 -0.0013962081466341021 0.00017284515306641008 -0.00072111247334641696 0.00095132454138410424 -0.001153939432427009 0.0017694310686919954 0.00034748683446550395 -0.0021706860429286027 0.0017764997135660213 -0.0012088230391411894 0.0011163717236928352 0.00056109645815534273 0.00076532804574934996 0.0019331084787113885 -0.002141066934506631 0.0011580875156024391 -0.0020372342292750505 0.000379961017705578 -0.0025456221570153304
leaf_weight=33.487235511885956 0.76038802304537867 11.311072662472723 4.9843941852450433 9.1643708534538728 4.6310852468013755 1.5961330865975605 11.381548859179018 3.0371230458840719 136.34964726095495 8.0269543826580101 9.7820171266794187 5.9659496322274199 3.3868280649185172 7.7431556135416022 8.380486421287058 5.8493378013372412 9.7960472106933576 22.533453911542892 2.0152685092762104 1.5217758417129505 2.1615950162522486 4.7592387762852004 11.752838455140589 0.89179005660116528 1.3535249382257459 3.6651096856221557 1.4970048815011976 2.6480214151088148 2.1966551332734525 2.1811600401997566
leaf_count=429 32 64 18 41 39 48 54 16 2332 34 72 45 25 35 33 35 59 103 40 5 22 20 47 11 4 106 13 195 24 33
internal_value=0.0001591 0.000253843 0.000196259 0.000344784 -0.000280856 -2.73426e-05 -0.000348703 0.000201577 2.24881e-05 0.000432675 0.00025846 -0.000169184 0.0007127 0.000364528 0.000159722 -0.000318361 0.00135925 0.000631943 -0.000748806 -0.000585542 9.53831e-05 0.000169094 0.000866779 -0.000809786 -0.000294055 -0.00124406 -0.000591339 -0.00133118 -0.000798666 -0.00148409
internal_weight=334.811 197.701 186.39 111.997 13.7955 74.3932 30.948 43.4452 137.11 98.2015 60.5382 28.2227 37.6633 24.4804 22.2568 13.8763 13.1829 32.3155 19.5664 17.5512 40.4081 38.2465 16.7372 16.0294 7.32747 8.70193 5.03682 3.53981 5.97395 3.77729
internal_count=4034 1670 1606 586 80 1020 533 487 2364 506 322 147 184 100 102 69 84 175 479 439 471 449 65 434 109 325 219 206 105 81
is_linear=0
shrinkage=0.00192234


Tree=580
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 0 0 1 0 0 0 1 0 1 1 2 2 0 0 2 0 0 1 0 2 2 0 1 1 0
split_gain=0.207892 0.360232 0.681211 0.595144 0.289156 0.472054 0.623479 0.952243 0.512493 0.407609 0.938606 0.24883 1.11174 0.688325 1.54897 1.20067 2.31641 0.929556 1.82881 1.3598 0.855805 3.55476 1.14822 1.92502 1.3492 1.39652 0.976441 0.958969 0.815202 1.19456
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.53043322055000008 35.419594101850009 0.54429508100000012 0.51191581090000016 0.36575252235000005 0.49485045360000007 0.5681267027500001 0.56859076075000015 0.35862698720000002 0.49949103320000005 0.36945001650000003 0.37078231190000005 38.625745710700009 43.120094701700005 0.51401155655000019 0.50889194935000015 37.903039192800001 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5216909673500002 36.491284729650012 35.879804895950009 0.5231430197000001 0.38976377950000002 0.39019789825000006 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -2 -7 -11 12 -6 15 -15 -13 -17 18 19 -16 -19 -22 26 -24 25 -25 -23 -26 -29 -30
right_child=4 2 3 -5 11 9 -8 -9 -10 10 -12 13 -14 14 17 16 -18 20 -20 -21 21 22 23 24 27 -27 -28 28 29 -31
leaf_value=0.051192257915759216 -0.00059841013694637987 -0.059048529383617626 0.023693327778694873 -0.059791166067305015 0.0016811174264249125 -0.021802104927111061 0.032780385082032605 -0.024295125812861716 0.030731458405156731 0.060131384783096639 -0.051365517028805895 0.0017495177417718708 0.036374454174932513 0.033038480618987905 0.041556514273064157 -0.05077102336847579 0.011841504662224344 0.021812351056668372 -0.048843730965815416 -0.015894079831276064 -0.071373218720820822 0.035453748460656756 -0.057443220607870014 0.0015461104962667378 0.055073019976659393 -0.069323863585916204 -0.00093647149161968889 -0.045309832263875513 0.02412553426682372 -6.3417947452426674e-05
leaf_weight=0.17364844679832359 2.1987206807825697 0.67637092353106698 0.78768992424011208 0.26313046713039512 135.34744196402607 1.8506810963153832 2.7363165263086557 1.8034335533156989 2.6712511293590069 0.48516464233398426 0.27227103157201782 7.4042492117732746 2.1676906421780577 3.2787251509726039 1.3610820537433017 3.6570489796577021 2.1774858417338692 4.2475068996427572 2.6574525506584905 3.1634768906369573 1.5954529775190156 3.953733592061325 1.3513238644227374 1.2828434886105236 0.76265053823590179 1.2862034540085003 2.9921556320041418 0.87133009731769462 5.0250482091214499 76.647506097593578
leaf_count=1 41 83 5 109 1293 22 14 13 18 1 80 32 35 29 8 55 81 25 61 77 25 17 18 21 3 57 27 5 32 1746
internal_value=0.00104623 -0.014793 -0.021427 0.00278841 0.00115642 0.00844562 0.0134604 0.00553856 0.0165865 -0.00964699 0.0200522 0.000821079 0.002228 -0.000742776 0.000498213 -0.0110987 -0.0274036 -0.000497056 -0.0171983 0.00138826 0.000702243 -0.000234031 0.000971192 -0.00052636 0.000369274 -0.0339352 0.0197775 0.00142717 0.000931521 0.00142485
internal_weight=275.149 1.90084 1.72719 1.05082 273.248 12.0178 9.40972 6.67341 4.86997 2.60812 0.757436 261.23 137.515 123.715 110.476 13.2388 5.83453 107.198 7.18201 4.52456 100.016 95.7682 94.1728 87.2269 85.8756 2.56905 6.94589 83.3065 82.5439 81.6726
internal_count=4034 198 197 114 3836 189 86 72 59 103 81 3647 1328 2319 2151 168 136 2122 146 85 1976 1951 1926 1882 1864 78 44 1786 1783 1778
is_linear=0
shrinkage=0.0480611


Tree=581
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 2 2 2 0 0 0 0 0 1 1 2 2 2 0 0 1 0 2 2 0 0 1 1 2 2
split_gain=1.25777 0.903999 1.0592 2.76316 1.99618 1.39765 1.85559 1.27209 1.20697 1.34429 1.4908 1.02725 3.00243 0.952899 1.89555 2.49545 1.78383 1.97063 1.70601 2.24385 1.49481 2.49493 1.19066 1.60489 1.7922 1.48824 1.18037 1.69249 1.16303 2.42712
threshold=0.4662734648500001 42.141702038450013 0.47997065955000012 0.4778150355000001 0.47769527860000011 47.927946529500012 42.719328117250008 42.753078181500008 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.52507409960000018 0.53158588065000012 0.35471991855000007 0.34515433670000012 41.806790701050012 41.975471476700008 41.218101594450012 0.48447651265000008 0.48028502140000007 0.34503457980000002 0.4778150355000001 41.535369675400013 41.436838994450007 0.47943175355000006 0.4784437592000001 0.35862698720000002 0.36359689830000008 40.241071441700008 39.577821550850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 6 -3 -5 9 10 -8 -4 -13 14 15 20 17 18 19 -15 22 -22 23 24 25 -1 -20 -28 29 -16
right_child=-2 2 11 7 -6 -7 8 -9 -10 -11 -12 12 -14 16 28 -17 -18 -19 26 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00014632570756718902 -0.0012988422324246808 0.00029861907297378985 0.0003478718796413336 -0.002625385530565938 0.0019992500748559987 0.00033537645706920868 0.0010241046526517715 -0.00078879756190919391 -0.0020638099148251759 0.0010105477624607075 -0.0019920676496607455 -0.0022877572260329177 5.8619762943508035e-05 0.00026744495918284224 0.00096010399001767485 -0.0018680266268031082 0.0012600618941155065 -0.00068611232336802149 0.0013635243890385382 -0.0037258761732805843 0.00034789408285622981 -0.002511439019231715 0.0014899905942900474 -0.0015040133081768887 0.00094711648378672597 -0.0015514495959045558 -0.0012639297458032826 0.00018764087260255387 0.00069930692729878563 -0.00081368352253352811
leaf_weight=19.991503806901168 2.1031679406296453 5.1471473255660474 36.588796122698113 2.0876914616674176 1.6448681280016888 11.311388626694677 0.77908796910196576 3.737893708050251 3.1324266497977078 1.3772552488371728 2.3015287106391042 2.1386375809961491 20.548081181870657 1.0852982003707432 5.1786868186900374 2.260864416952244 4.6660708449780932 11.054834376089273 2.9131185561418524 0.92639581754337985 2.5487949015805489 1.8858809992671011 2.7206465241033575 1.8678061878308643 10.172990910708902 2.0190936848521224 2.9341673962771884 103.19154840399278 49.398577329935506 5.8184371758252382
leaf_count=282 757 65 342 36 5 54 11 31 106 15 195 172 346 38 35 38 28 130 20 10 61 12 18 16 37 12 21 866 245 30
internal_value=0.000153863 0.000163369 4.07342e-06 -0.000275076 -9.37085e-06 -0.000146754 -0.000574907 -0.00144697 -0.00116726 -0.000537286 -0.00122928 0.000152509 -0.000162569 0.000226079 0.000359914 5.98002e-05 0.000116428 7.27261e-05 0.000148267 -0.0015715 0.000165573 -0.00086806 0.000290228 0.000194369 0.000292937 -9.41597e-06 0.000179995 0.000147508 0.00057591 2.16158e-05
internal_weight=323.533 321.43 90.7948 31.5193 25.6937 24.0488 12.7374 5.82559 7.5903 4.45787 3.08062 59.2755 22.6867 230.635 103.863 43.4676 126.771 122.105 111.051 2.01169 41.2067 4.43468 36.772 34.0514 32.1836 22.0106 109.039 106.126 60.3957 10.9971
internal_count=4034 3277 1378 518 451 446 392 67 327 221 206 860 518 1899 786 476 1113 1085 955 48 438 73 365 347 331 294 907 887 310 65
is_linear=0
shrinkage=0.00188464


Tree=582
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 2 2 0 2 2 1 0 2 2 0 0 0 1 2 2 2 0 0 1 0 2 2 1 0
split_gain=1.06646 1.49935 1.40837 2.56417 1.79109 1.35026 1.38513 1.02651 1.89597 1.54588 1.47869 1.41135 1.29702 1.0095 2.19137 1.19078 1.46998 1.18025 0.957313 0.921874 1.15046 0.906638 1.35182 1.21705 1.06277 0.880792 1.86721 1.26507 2.30659 0.817664
threshold=0.39072183470000005 0.47883296910000012 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 41.385032804600009 41.872294782850005 0.4778150355000001 42.434124620650003 41.741384785950011 0.34623214870000002 0.47769527860000011 47.927946529500012 42.719328117250008 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.4662734648500001 41.571132012400007 41.481306584950012 38.400997490450003 0.46989611090000011 0.4784437592000001 0.34398670700000006 0.47396784530000008 38.969453495950006 39.525197829750006 0.32388251845000005 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 5 -5 -7 10 9 11 19 -9 13 14 -11 16 17 -16 -4 20 21 22 24 25 -1 26 -23 -28 -29 -3
right_child=2 29 18 4 -6 6 -8 8 -10 12 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00028154932946589388 -0.0026942585359314348 0.00082477799834553976 8.8582357644781154e-05 0.0018552523491200937 -0.0020111585982858947 0.00098348871260434318 -0.0023415544565225711 -0.0024677458998957924 -0.0021594680729540624 0.00057127879071167955 0.0015399752438296497 0.0006120978200329951 0.0017939567889407237 0.00031200480459630067 0.00069874356350594182 -0.0020976617768085834 0.0010553577958231412 -0.0020168975038029609 -0.0013528003048034348 -0.0011418550227119545 0.0013567256528740819 -0.0032561692371253399 0.001444808287175486 -0.0012844003901203768 -0.0022396664218325467 0.00026022177688726642 0.0011512075141268999 0.0009369182802436638 -0.0024976549002168075 0.00030229108664782601
leaf_weight=5.7207137570367177 1.9725562779349264 11.982354931533335 86.207636853941949 1.6925383615307512 1.3186690801521761 1.0275979116559026 0.84259601356461633 1.8393750624964078 1.8448064392432559 4.4455891004763597 2.8243772354908279 0.78428690461441863 1.41227626800537 11.108592070639132 0.80875202175229821 2.8973212195560336 1.4752866625785825 2.2006962224841118 1.7370761093625322 2.0913748973980537 2.7918226991314432 0.84776158258319512 3.896943393163383 2.956155650317668 0.69265197368804354 15.927492119371889 1.7249146793037651 1.3319687088951471 1.579357747454196 145.10568197211251
leaf_count=140 49 58 1052 21 190 17 32 58 40 40 16 11 5 54 11 106 15 195 757 22 12 11 22 16 65 61 8 27 88 835
internal_value=0.00016609 0.00023726 -5.299e-06 -0.000844606 -9.71689e-05 0.000611253 -0.000514574 5.86191e-06 -0.000274067 -0.000145112 0.00019618 -0.00154709 5.95742e-06 -0.000104137 -0.00049498 -0.0011371 -0.000516533 -0.0012871 6.01123e-05 0.000100242 0.00016957 7.39956e-05 0.000551845 -0.000128189 9.2547e-06 3.14418e-05 -0.000633017 -0.000153359 -0.000926294 0.000342145
internal_weight=323.089 228.291 94.7987 6.85396 4.8814 3.56273 1.87019 71.2025 28.817 26.9722 42.3855 2.62366 24.3485 22.9362 11.8276 7.38206 4.48473 3.00945 87.9447 39.5612 37.4698 34.678 10.3103 24.3677 6.41337 21.4115 5.484 4.63624 2.91133 157.088
internal_count=4034 1916 2118 309 260 70 49 1023 535 495 488 69 426 421 367 327 221 206 1809 472 450 438 227 211 205 195 134 123 115 893
is_linear=0
shrinkage=0.00192234


Tree=583
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 0 1 0 1 1 1 1 2 1 2 2 0 2 2 0 0 0 0 0 2 2 1 1
split_gain=0.205922 0.801087 0.704477 0.370616 0.344594 2.33213 1.98272 1.22617 1.22515 1.83611 0.804648 2.13203 1.76458 1.54492 0.736403 2.4834 0.69171 1.48247 1.74662 1.7461 1.29754 1.23919 1.21297 2.1318 1.35946 0.647505 0.584759 1.51187 1.22119 1.89503
threshold=0.47883296910000012 0.4784437592000001 0.47961138885000004 41.770271989050009 39.792680591700012 39.458743938000005 40.003678352300007 0.51857728810000003 0.39045238170000002 0.54136103710000005 0.34674111555000003 0.35738450945000005 0.36006406990000012 0.36359689830000008 39.952536079750011 0.37003383130000006 38.748048509250005 37.828051409500013 0.52770875125000016 38.244973486750006 38.400997490450003 0.5216909673500002 0.52863686715000002 0.5296248615500001 0.54136103710000005 0.56859076075000015 40.241071441700008 40.377444152000002 0.34569324270000007 0.38052752915000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 10 14 -7 -9 -10 -4 -12 -13 -14 15 -6 17 21 -19 -20 -21 -15 -23 -24 -25 -26 28 -28 -8 -30
right_child=2 -3 4 -5 6 7 26 8 9 -11 11 12 13 16 -16 -17 -18 18 19 20 -22 22 23 24 25 -27 27 -29 29 -31
leaf_value=-1.2684002387445069e-05 0.019641013678827951 -0.021075817085596627 0.0274465253112403 0.0026982782461734507 0.053916614144462208 -0.00040152356879162392 0.014404287238989344 -0.069170887699379902 0.0022506376557071507 -0.065092388013838071 -0.046132003604379503 0.048564820532171045 -0.04348740840563569 0.011352072051801857 0.038319889464787205 -0.023393320018572302 0.01064920278696262 -0.042981925789102066 -0.050654458009260356 0.033509026159298495 -0.013077979922996046 -0.028189860886787332 0.046582692480492759 -0.03620225066851912 0.0053175600853095579 -0.04637706484798701 0.025666391984455309 0.00084635867761349642 -0.065432599225034083 -0.006663961813312305
leaf_weight=56.54904038659879 6.0455931760370714 3.6418737955391398 2.1571599021553984 4.109483826905489 1.3800430148839944 2.6202956512570372 2.5480969771742812 1.5575488172471521 2.1000563278794293 1.2087623431725658 1.810177594423293 1.4923671595752228 1.4664434790611256 17.216196663212031 3.6861255131661892 1.833232364428113 12.76768752094358 3.1170608445536327 1.1369223793735725 2.2145963019429473 2.3192515020200517 3.4981278197374186 1.6688186079263676 2.2680937219411117 7.3260153841692954 0.48983087808664993 4.8440464604645959 116.35412388675468 1.4139833208173511 3.9279020563408267
leaf_count=999 38 31 12 20 6 13 9 18 28 29 13 16 14 93 12 39 129 33 54 17 37 43 5 32 93 274 49 1792 12 74
internal_value=0.000962907 -0.00128712 0.00159406 0.0127847 0.00103814 -0.00148123 0.002306 -0.0244093 -0.0373362 -0.0223508 0.00133515 0.000377078 0.00185457 0.000598309 0.0250419 0.00980988 0.00179502 -0.000945203 -0.0168062 -0.00241807 0.00967784 0.00334786 -0.00568781 0.00100977 -0.00653222 0.00207778 0.00109084 0.00183837 -0.010392 -0.0222199
internal_weight=274.769 60.1909 214.578 10.1551 204.423 68.4354 135.988 7.48666 4.86637 3.30882 60.9487 58.7916 56.9814 55.489 6.8994 3.21328 54.0226 41.2549 8.78783 5.67077 4.53385 32.4671 15.2509 11.7528 10.0839 7.81585 129.088 121.198 7.88998 5.34189
internal_count=4034 1030 3004 58 2946 953 1993 88 75 57 865 853 840 824 57 45 810 681 141 108 54 540 447 404 399 367 1936 1841 95 86
is_linear=0
shrinkage=0.0435304


Tree=584
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 2 0 1 0 2 1 2 0 1 2 1 0 1 2 2 1 2 2 2 2 2 2 1
split_gain=1.54437 2.08593 1.72308 1.81596 1.58786 1.52219 2.89252 2.14995 1.85343 1.28646 1.2519 1.10875 0.967718 1.62536 0.947708 1.8587 1.54479 2.24206 2.16033 2.13589 1.74775 1.19663 1.53338 0.866644 2.17934 1.43194 0.851698 1.5084 0.809408 1.77895
threshold=0.39072183470000005 0.53544804050000006 0.3975479776000001 43.631818398850008 0.47736594710000008 41.385032804600009 0.52688542260000015 39.110279783550006 0.52453519355000011 0.4662734648500001 0.53158588065000012 44.938119223300006 0.34551360740000009 47.927946529500012 0.5398790455000001 0.41988263825000011 40.750688432250008 0.42114008565000011 0.54136103710000005 0.44805544745000009 40.890797847750008 41.178189531300006 0.40301188585000008 39.458743938000005 40.206947806850003 39.110279783550006 42.686561923500008 42.719328117250008 40.636252116050009 0.37286308795000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 12 6 7 -2 -7 14 -5 -10 -1 26 -3 21 18 -18 -17 -20 -19 -16 -23 25 -25 -21 -14 -28 -6 -30
right_child=1 9 3 10 28 8 -8 -9 11 -11 -12 -13 13 -15 15 16 17 20 19 23 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=5.6594126674354756e-05 -0.0027884321448644225 0.00058204448862496675 -0.0021922396675656888 -0.0019976498549686729 0.00050741342970108392 0.0015780388420064228 0.001080656480930327 0.00044169561998069821 -0.0023020552745445406 -0.0014529403519767461 0.0015522381829363118 0.00080156298383275172 -0.0023058196495848119 0.0022083740893480701 -0.00016454610548905863 0.0023560063763551418 0.0019734381713137545 0.0014671252438208122 -0.00089431181146106486 6.69922448284818e-05 7.0061417819917735e-05 -0.00052290168235440344 -0.0028114764877014186 -0.0025648069185648299 0.00059017104533677894 0.0018497007378125963 0.002206081430286382 -0.0012770458131257632 0.00031673346169633614 -0.00066620763317960406
leaf_weight=43.864509600767633 1.6677760756574591 15.984962630085645 4.1321693063946432 0.60448780976003025 78.721353657543659 0.75607608421705563 5.7020345330238342 1.5090506076812742 2.8439077739603822 1.9604422108386632 1.0374557380564509 0.52410179818980385 1.7389502777950827 0.60104846954345692 8.6478514212649298 1.2575697004795099 3.6289660434704301 4.1853021234273937 11.160604356206024 4.9139906097552721 19.405036864802241 2.9842751594260326 1.8072256041923536 1.2563520851545038 2.5508750602602959 2.6754586230963469 0.5977081656455997 2.3869172120466828 93.368540214374661 7.6596829774789503
leaf_count=708 31 71 121 126 388 15 31 26 79 757 12 52 69 2 71 3 14 19 169 86 271 51 39 44 18 12 2 109 554 84
internal_value=0.00018377 -1.79453e-05 -0.000607736 -0.00149908 0.000272932 -0.000211922 0.000245302 -0.00125406 -0.00119629 0.000116424 0.000245333 -0.0018191 -3.92262e-05 -0.000828599 0.000154663 4.87014e-05 0.000219547 0.000538641 -0.000145164 -0.000284605 0.000317923 -0.000600061 -0.00138609 0.000312473 -0.000450944 0.000695439 -0.00121504 -0.000579506 0.000358356 0.00024221
internal_weight=330.135 101.196 18.7771 5.77411 228.939 13.0029 8.87886 3.17683 4.12409 82.4189 1.64194 3.36801 49.1891 5.32462 80.4585 64.4735 51.0342 27.2193 23.8149 22.5573 23.5903 13.4394 4.7915 11.3967 3.80723 7.58945 4.72358 2.98463 179.75 101.028
internal_count=4034 2118 493 259 1916 234 88 57 146 1625 138 131 890 182 868 797 636 304 332 329 290 161 90 160 62 98 180 111 1026 638
is_linear=0
shrinkage=0.00196078


Tree=585
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 0 0 2 0 1 0 2 2 2 2 1 1 0 2 0 0 1 2 2 2 2 2 1
split_gain=0.199878 0.737407 0.304355 0.73211 1.65672 0.752684 0.461723 0.73603 0.4365 0.350634 0.639671 0.70028 0.897725 0.293137 0.460515 0.977135 0.925078 0.471183 1.00486 0.627819 0.489393 0.448895 0.950455 1.27997 0.678563 1.24844 0.645284 0.960431 0.489963 0.375964
threshold=0.30910751175000006 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.55832160710000012 32.724174661450007 0.51675099550000014 0.38052752915000004 0.53043322055000008 48.86568841230001 48.457543166250012 47.927946529500012 44.421469061800003 0.35471991855000007 0.35862698720000002 0.54228915300000013 47.709122305950011 0.43780126340000008 0.44284602260000011 0.33750486510000005 41.674196414850009 39.458743938000005 40.00488309970001 41.535369675400013 35.782584506850007 0.34467530910000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 -5 -6 -7 -8 -9 10 -4 -12 -13 14 15 16 21 -18 -19 -20 -21 24 -23 -24 25 28 -27 -28 -11 -25
right_child=2 -3 3 4 5 6 7 8 -10 13 11 12 -14 -15 -16 -17 17 18 19 20 -22 22 23 29 -26 26 27 -29 -30 -31
leaf_value=0.020104340210151488 0.011709132872121122 -0.048053260321509611 -0.063621581746371697 -0.07279306205131543 0.050242337461987051 0.04978471071441247 -0.051595393382554339 0.052298395125730097 -0.046813561088757873 -0.0084483796549570875 -0.06459171305329009 0.049714363321966118 -0.055572355822701154 0.017865258465924547 -0.021414699569818778 0.035734389927052468 -0.051099818352363054 0.050032626037679037 -0.049397227570432536 -0.051237072898750818 0.029866758000586822 0.041477071775956185 -0.040347092709177253 0.0086641222403835618 -0.051962486856780947 0.050491882525132925 -0.056459824357827544 0.052176118899220789 -0.067959035766309392 0.0011788631623831621
leaf_weight=0.62818975979462155 5.6336703798733643 0.73515967722050846 0.5020441133674457 0.93623575568199102 0.50861490482930083 0.20233094692230214 0.8127514628722563 0.31173160672187805 0.13627761456154985 0.56256684497930087 0.27802533470094182 0.60941821336746216 0.24121904857202026 2.2454456180566913 1.9238655274384644 1.743676145793869 0.93755388678982798 0.44573614001274142 1.1033496781601568 0.22764196359639743 0.52475377332302742 1.2678510658442963 1.5590078337118018 15.263542005792258 0.8148163278819992 0.84675571788102366 0.39998012757860124 0.30691996216773987 0.62126388167962432 231.44478448167865
leaf_count=13 36 147 80 13 5 1 84 1 164 13 4 4 109 13 21 26 48 3 205 63 10 15 54 85 40 4 65 1 73 2634
internal_value=0.000995323 -0.0166483 0.00108362 0.000859241 -0.0221928 0.00183404 -0.0149942 -0.0253901 0.02215 0.00111328 -0.0202411 -0.000944839 0.0198577 0.00124607 0.00110254 0.0012704 0.00103596 -0.0234949 -0.0122495 -0.0272092 0.00532829 0.00134991 0.00158203 0.00137829 -0.0149559 -0.0039408 0.0232905 -0.00929257 -0.039679 0.00164197
internal_weight=273.775 1.36335 272.412 266.778 2.90794 1.97171 1.46309 1.26076 0.448009 263.87 1.63071 1.12866 0.850637 262.24 259.994 258.07 256.327 3.23904 2.30148 1.85575 0.752396 253.087 249.535 248.267 3.5523 2.73749 1.55366 0.7069 1.18383 246.708
internal_count=4034 160 3874 3838 268 255 250 249 165 3570 197 117 113 3373 3360 3339 3313 329 281 278 73 2984 2788 2773 196 156 70 66 86 2719
is_linear=0
shrinkage=0.0461948


Tree=586
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 0 0 1 1 0 0 0 2 1 0 0 2 1 2 1 0 1 1 2 2 2 1 1 2
split_gain=0.197447 1.07537 0.987258 1.26768 0.519458 0.793234 0.427722 0.380156 0.320886 0.953261 1.3326 0.513466 0.538294 0.619514 1.20616 1.15542 0.977484 0.730017 0.714794 0.524573 0.51026 0.388228 0.349608 0.343068 0.309772 0.226228 0.809091 1.03818 0.785501 0.30417
threshold=0.45368402140000008 0.4591329601000001 0.56065686655000013 0.56439926950000008 38.903925214650009 39.184300550350009 0.58415915690000009 0.59897907245000015 0.44805544745000009 0.43929822460000006 0.57537199485000012 0.5681267027500001 0.54646567465000018 40.844669808050007 0.40509266190000009 0.56719858685000013 0.55257327625000008 41.481306584950012 0.43590012275000006 48.226196960950006 0.43099009015000006 0.57152480465000022 0.43590012275000006 0.45206730335000006 40.844669808050007 35.419594101850009 33.96174662340001 0.38052752915000004 0.36575252235000005 34.466665687600006
decision_type=2 2 2 2 2 2 2 2 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 12 20 14 -14 -16 -15 -18 19 -19 25 -13 -22 -10 -12 26 27 28 -1 -28
right_child=1 2 3 4 5 6 7 -9 23 10 24 21 13 16 15 -17 17 18 -20 -21 22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0107651394295124 -0.043757086307745864 -0.056654311027559634 0.033611552682081838 -0.050860473301195384 0.043172609739017431 -0.04382563567370891 0.020392081295914043 -0.041370622677677389 0.015138898062723552 -0.052035193331010872 0.043351807433031173 0.0017059977675061488 0.013815722049793429 -0.023916026486674805 -0.045075352782954783 0.018568102148918481 0.027538413637044564 -0.045987518270793427 0.0093648470183519579 0.0061650673759694663 0.0085228815169129148 0.032829958812192916 0.044569515694480456 -0.00012195367283613918 -0.0069974102526924519 0.00070481842158949938 0.026465669125673132 0.010476113848429896 -0.067013119452234482 0.0088126128972378873
leaf_weight=1.142410635467966 1.0728606245102117 0.43937279196688894 1.8272549137473104 0.46330882322581635 0.4795720200636423 0.60840783079038352 0.55812455629347824 0.23970135088165989 5.4289847637410258 1.3267642260179848 0.35026560642290849 1.2393520351033651 1.2818465530872334 2.288872014032675 2.5957096130587165 0.58886221423745144 2.043288841843605 0.8676965177292002 2.8819693811237812 0.51839859876781702 1.1922017450997362 1.4791814193958996 0.7298996184254064 4.5608749056700617 0.49785234303999459 225.2468613483652 2.4593422217294574 2.2449896461330354 0.65857520140707482 4.9437008477398194
leaf_count=94 82 11 9 259 16 119 61 403 61 51 21 15 5 41 114 4 6 34 21 19 39 45 15 27 25 2349 28 16 8 36
internal_value=0.00079754 -0.00676433 0.00183408 0.00798732 -0.0119444 -0.00238347 -0.0179196 0.0018359 0.000958912 0.000678088 -0.0263635 0.000909265 0.00071774 -0.00738894 -0.0197829 -0.033307 -0.000952281 0.00737574 -0.00227692 -0.0264825 0.00116166 0.0186409 0.0222112 0.00817155 0.0137964 0.000990725 0.00661563 -0.00813466 -0.0313336 0.0146771
internal_weight=272.257 5.6886 4.61574 4.17637 2.34911 1.88581 1.40623 0.797826 266.568 256.578 2.17488 254.403 251.685 13.0666 4.46642 3.18457 8.60023 6.31135 4.26806 1.3861 238.618 2.71853 1.9221 9.98986 0.848118 236.696 11.449 4.04598 1.80099 7.40304
internal_count=4034 960 878 867 858 599 583 464 3074 2986 97 2889 2829 244 123 118 121 80 74 53 2585 60 54 88 46 2531 182 118 102 64
is_linear=0
shrinkage=0.0410197


Tree=587
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 0 1 1 1 1 0 0 0 2 2 2 1 0 1 2 2 1 0 0 0 2 1 0 0 2
split_gain=0.196941 0.675233 1.15377 0.706499 0.594291 1.27878 1.03225 0.514998 0.562488 0.863999 1.36571 0.704136 0.625502 0.429885 0.381802 1.02485 0.569983 0.832237 0.425148 0.619328 0.525653 0.31452 1.04723 1.33772 0.857606 1.55207 0.545393 0.603172 0.450834 1.07085
threshold=0.47721625100000004 0.34551360740000009 42.686561923500008 42.719328117250008 0.4778150355000001 0.47808448850000007 0.34536391125000004 0.34548366815000003 0.34512439750000007 0.34509445825000007 0.47604862130000009 0.47700667645000011 0.47396784530000008 44.756878345700009 44.262924377150007 47.709122305950011 0.3782970569500001 0.53158588065000012 0.39193437325000008 48.96897326980001 50.205949521800008 0.35862698720000002 0.49787431515000008 0.49830843385000007 0.49336846205000007 41.975471476700008 0.36491422415000008 0.49880243110000005 0.49053920540000012 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 6 -6 -2 8 9 10 12 -10 -1 -5 21 -16 -17 -18 -19 -20 -21 24 -23 -24 28 -26 -25 -28 29 -7
right_child=4 2 3 13 5 14 -8 -9 11 -11 -12 -13 -14 -15 15 16 17 18 19 20 -22 22 23 26 25 -27 27 -29 -30 -31
leaf_value=-0.00011936250659169942 0.0010804257562617115 -0.050171198995024882 0.045661492056482102 -0.043730802304600087 -0.035823449761510272 0.023221205543870801 0.027374172714171682 0.026762652554205933 -0.045604671016167789 0.034565026833787565 -0.028227525045228616 -0.0043195416122792825 0.021729979320463985 0.0048073080891025783 -0.0398487877967433 0.027127855437921497 -0.056165307081932118 0.017839099027876417 -0.046899766989751158 0.029002569604962978 -0.043109254448503997 -0.024516149729576293 0.042457995900709831 -0.017775817083885995 0.043367609569310586 0.00091047818653551267 -0.039306503457331769 0.00072418960429255076 -0.01045320112545069 0.0016319193112208791
leaf_weight=22.974162976985109 7.2817070949822646 1.3337946224346517 0.4637959599494933 0.52602267463225849 1.6649946649558831 4.2506605833768836 4.0772873070091009 1.1810480505228032 1.0723099511815228 1.2460553059354413 2.9022313049063078 2.2212830577045679 2.5480981837026766 0.81330736726522446 1.4656909019395232 1.0687257833778856 0.52823509581503492 1.3661546716466548 0.6084664072259327 0.61411631424562074 0.24858955433228402 2.9989056336926287 1.3165452629327763 2.930596411228179 2.5325925312936297 3.7231249772012234 0.66267503798007865 116.61095011766884 4.7691681757569304 74.754020238295197
leaf_count=510 34 76 2 48 18 23 29 6 105 4 28 15 31 57 224 7 58 8 43 42 154 32 7 21 41 29 6 1884 29 463
internal_value=0.00073307 -0.00209077 -0.0206681 0.00115579 0.00118399 0.000706623 0.0105185 -0.000384074 -0.00135669 0.000464265 -0.00103062 -0.0177609 0.00206204 -0.0142561 0.000982525 -0.00951762 0.000507912 -0.00794518 0.00103213 -0.0145751 0.00822348 0.00127127 -9.08812e-05 0.000511889 0.00315527 0.018099 5.24711e-05 0.000497989 0.00203936 0.00279348
internal_weight=270.755 37.2821 3.13692 1.80313 233.473 222.114 11.359 34.1452 32.9641 29.6705 28.4245 3.29359 25.5223 1.33933 220.449 5.89998 4.43429 3.36556 2.83733 1.47117 0.862706 214.549 124.52 121.521 90.0296 6.25572 120.204 117.274 83.7738 79.0047
internal_count=4034 882 183 107 3152 3089 63 699 693 573 569 120 541 105 3071 536 312 305 247 239 196 2535 1950 1918 585 70 1911 1890 515 486
is_linear=0
shrinkage=0.0418401


Tree=588
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 2 2 1 1 2 2 1 2 2 2 2 1 2 0 2 0 2 2 2 2 0 2 2
split_gain=1.25441 2.88284 1.53028 2.49469 3.10591 1.31237 1.71648 5.3959 1.63209 3.7504 4.01517 2.6125 1.54724 1.46365 1.26923 1.19223 1.70053 1.6184 1.59727 1.14359 2.38587 1.8421 1.75355 1.99946 1.31771 1.62344 1.336 1.23703 1.17413 1.82118
threshold=0.37078231190000005 0.50278434775000014 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.47883296910000012 0.35374689380000007 38.625745710700009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 41.919251152600005 0.34587287805000005 43.89540535710001 40.94178426300001 40.563919884450009 40.241071441700008 0.34545372890000009 41.872294782850005 0.4778150355000001 41.741384785950011 0.47769527860000011 47.927946529500012 41.571132012400007 41.385032804600009 38.400997490450003 0.4784437592000001 42.719328117250008 42.67709657435001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 19 8 -8 15 10 11 12 -10 -11 -4 16 17 18 -7 21 22 24 23 28 25 26 -1 -28 29 -21
right_child=2 -3 14 -5 -6 6 7 -9 9 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00061503301837091727 0.0012830259677930268 0.0012440391293756412 0.00012444444547513449 -0.0019200558455640447 -0.0019392173795836341 0.0010429004192583329 0.00053849916129665725 -0.001694230882458553 0.00016855476071628078 0.0013340108025649796 -0.0017001492421520096 0.00098528211213133447 -0.0011684736400186127 0.00043565274253858321 -0.00080362505136204166 0.0013970858766132264 -0.00048804729523956969 0.0016677003813128112 -0.00036234012947290912 -0.00061241603639251429 -0.0022468642029656368 0.0016804097956600063 0.0018752003786132298 0.00037060790222902935 -0.0013967223333996323 0.0012359324929706304 -6.0905668809787663e-05 -0.0014272777160548361 -0.0012293140229335628 0.0019434180966322271
leaf_weight=10.254169173073022 3.2931568212807161 11.041524697095154 121.51290162115765 3.9604929821216501 1.7672939000767653 7.1986423209309631 12.708075709640982 6.1878496520221224 7.7039345279336029 10.154778495430945 5.8998676873743525 8.3472779691219312 5.8579130880534649 22.251128740608692 5.9425562574760979 9.40406735986471 4.6705450378358355 6.0613158196210852 5.4750949740409851 5.7027747670654305 2.2061505466699591 3.0600825552828601 1.583484798669814 11.398154258728026 2.1353660142049185 4.9270326865371308 19.526558784302328 2.9296239316463462 8.0429903272306529 1.3199856579303739
leaf_count=227 13 64 1619 68 62 27 64 50 34 72 45 33 35 99 602 47 20 33 27 105 40 16 5 54 22 20 186 16 325 4
internal_value=0.000170277 0.000270758 2.59363e-05 -0.000754503 0.000157701 0.000212671 0.000346124 -0.000192653 0.000455565 0.000263852 -0.000264393 0.000122239 -0.000408962 0.000717164 8.11736e-05 0.000807412 0.000570489 0.000834376 0.000435832 8.30902e-06 -0.000283533 0.000214442 -0.000129101 -0.00024903 0.000101651 0.000186662 2.86144e-05 -0.000239162 -0.000717823 -0.000132026
internal_weight=332.525 196.048 136.476 9.02094 5.06045 185.007 111.92 18.8959 93.0246 60.2149 27.809 21.9091 13.5618 32.4059 127.455 32.8097 23.4056 18.7351 12.6737 73.0864 30.2535 42.8328 28.0474 26.4639 39.7728 37.6374 32.7104 22.4562 15.0658 7.02276
internal_count=4034 1670 2364 143 75 1606 586 114 472 318 147 102 69 171 2221 154 107 87 54 1020 533 487 493 488 471 449 429 202 434 109
is_linear=0
shrinkage=0.00196078


Tree=589
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 0 0 2 2 2 2 0 2 2 1 1 0 0 0 1 0 0 0 2 2 2 2 0
split_gain=0.174238 0.667686 0.252232 0.674989 1.39816 0.643581 0.419809 0.600565 0.388683 0.276058 0.339574 1.20196 1.68788 0.439 0.421263 0.975042 0.253977 0.973924 0.524855 0.597998 0.407089 0.611345 0.319868 0.311759 0.548224 0.470194 1.12393 1.60596 0.32885 2.18195
threshold=0.30910751175000006 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.55832160710000012 48.778770352700008 44.421469061800003 48.457543166250012 47.709122305950011 0.43513667255000005 39.577821550850011 39.458743938000005 0.32168198560000011 0.33204095685000007 0.45994131915000008 0.46898296455000005 0.45589952400000006 0.34452561300000012 0.44955240860000006 0.47515044460000005 0.47700667645000011 41.385032804600009 42.686561923500008 42.719328117250008 39.896141435400004 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 -5 -6 -7 -8 -9 10 13 12 -12 14 15 -4 -15 22 20 -20 21 -19 -18 -21 25 -25 -27 -28 29 -26
right_child=2 -3 3 4 5 6 7 8 -10 -11 11 -13 -14 16 -16 -17 17 18 19 23 -22 -23 -24 24 28 26 27 -29 -30 -31
leaf_value=0.020160558892633202 0.011664365307380905 -0.052875043083978022 -0.034185963564427026 -0.077247958901415073 0.054498915787664359 0.05456606436355102 -0.056508707615378795 0.056584327288028737 -0.051681444707911341 0.015503197309721412 -0.033771411860639394 -0.073720749765147545 0.028223736737282411 0.021833991562686103 -0.05909666772989991 0.055444208010507444 -0.01033933685556399 0.045068066363631594 -0.024084779876749556 0.013730417933414601 0.044288410975839992 -0.055880188798786104 -0.058144892284317531 0.0015144981672773374 -0.063365008357715899 -0.064823736410871316 0.06729777204947579 -0.052748046055056175 0.0028306281023232341 -5.2836333997347608e-05
leaf_weight=0.627793414518236 5.6146216425113371 0.67644223751267418 1.0828020571861992 0.88362008333206121 0.44443461764603842 0.18457594513893116 0.71214048849651568 0.26886466145515442 0.127004492082051 3.3691174241248509 2.2575271758396402 0.71018899756018061 2.3126952843449544 1.5529114268720139 0.58022224809974421 0.44566744565963734 0.59808265138417371 0.30933987535536167 2.4117513724340816 5.2507462191279037 1.2940105101442896 0.31492961132607888 0.93057610001415014 2.0447632223367682 1.4436536580324162 1.2703966931439938 0.55491441488265969 0.60696832253597677 157.60089472150139 73.879280503408154
leaf_count=13 36 147 147 13 5 1 84 1 164 21 316 13 39 12 79 2 8 8 34 48 14 40 45 12 8 28 1 53 1636 1006
internal_value=0.000877397 -0.0177194 0.000967544 0.000739567 -0.0250158 0.00155462 -0.0166494 -0.0285127 0.02185 0.000998348 0.000808532 -0.011992 -0.00239966 0.00107657 -0.0220972 -0.00805181 0.00127199 0.0011435 0.00139469 0.00118667 0.0279692 -0.00585801 -0.0394411 0.00143785 0.00116597 -0.0165125 -0.0316673 0.00458576 0.00150577 -0.00126629
internal_weight=270.361 1.30424 269.057 263.442 2.62064 1.73702 1.29259 1.10801 0.395869 260.821 257.452 5.28041 4.57022 252.172 2.10869 1.52847 250.063 248.51 246.982 245.063 1.91828 0.624269 1.52866 242.652 237.401 4.47704 2.43228 1.16188 232.924 75.3229
internal_count=4034 160 3874 3838 268 255 250 249 165 3570 3549 368 355 3181 228 149 2953 2941 2888 2826 62 48 53 2792 2744 94 82 54 2650 1014
is_linear=0
shrinkage=0.0510028


Tree=590
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 0 2 2 1 2 1 0 1 0 2 2 2 2 0 0 2 0 2 2 0 1 0 1
split_gain=1.68059 2.41175 1.79614 1.51162 2.52815 1.99022 1.59476 1.31932 1.21199 1.20429 1.84288 2.76744 1.71691 1.68294 2.16994 2.50406 1.61894 1.61677 1.21551 2.79234 2.10264 1.99026 1.16652 1.7537 1.10614 1.39902 1.64739 1.55989 1.22849 1.72648
threshold=0.39072183470000005 0.53544804050000006 0.47736594710000008 0.39587138110000003 37.784765830350004 0.39476362980000007 41.385032804600009 0.52688542260000015 43.89540535710001 40.636252116050009 0.37286308795000006 42.660927378600007 0.34569324270000007 0.4778150355000001 0.34551360740000009 0.47916230050000003 40.316494640950005 42.47354681640001 41.50623664750001 42.824128352900011 0.4815274992000001 0.48200652675000005 43.631818398850008 0.53158588065000012 37.198331469900005 35.050303764500008 0.54386096225000014 0.46280051495000007 0.5398790455000001 0.41804137600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 -6 24 16 12 -12 13 -11 15 -15 -4 -16 20 21 -17 -20 -5 -24 25 26 -3 -27 -26 -30
right_child=1 8 9 22 5 -7 -8 -9 -10 10 11 -13 -14 14 17 18 -18 -19 19 -21 -22 -23 23 -25 28 27 -28 -29 29 -31
leaf_value=-4.4583552843458204e-05 -0.0025387989812254777 0.0022340385814293359 0.00044398175589787785 -0.0016584214083437765 -0.00071294451160221184 0.0017679672234174771 -0.001542465564987962 0.0013420759212064777 -0.0010514027048713667 0.00092831793539661684 -0.0022232439451531959 0.00019955626026693093 0.00057179547959173129 -0.0011855502039974674 -0.0018465396452809397 -7.9806292723641741e-05 0.0012426121136654661 -1.2080499240749597e-05 -1.0084269502489419e-05 0.00087040099402471271 0.001573382487840282 -0.0018488633703414759 -0.001970694670748778 0.0017656711178365061 0.0007518577572437513 -0.0024238387333245797 -0.00064926501603923895 0.00082907793913830684 -0.00091120042667416879 0.00022871992057456011
leaf_weight=47.412229615991237 1.4312047949060822 1.0536540150642388 67.436558621004224 6.2148170319269394 2.1931807622313482 2.2772874385118484 2.4759152631741017 2.4375290125608444 3.0728371440345645 6.9033791720867148 2.728208038955926 4.8206597091630101 46.813502926845104 4.7176926769316188 4.1020788699388495 5.2789885178208369 10.895381651818751 3.1300686709582806 5.7107676863670367 7.4743672907352439 6.1611011177301407 3.5135941654443741 0.84904379840008903 1.0241718003526328 14.273100286722181 2.1214868815150116 2.4007973149855388 0.73298107059963502 5.4152992591261855 52.607889745413559
leaf_count=890 23 3 340 160 31 7 68 9 422 24 25 59 300 40 30 22 48 20 31 33 28 26 183 12 49 61 196 62 46 786
internal_value=0.000196613 -1.02503e-05 0.000288233 -0.000629011 -0.000158912 0.000204061 -0.000297086 0.000368784 0.000132953 0.00037605 0.000237698 -0.000676059 0.000311231 5.16562e-05 -9.93074e-05 0.000110522 0.000555065 -0.00105259 0.000327818 -2.87733e-06 0.000810524 -0.000710482 -0.00125762 7.21457e-05 0.000179251 -0.0005927 0.000230181 -0.00158854 0.000246616 0.000122331
internal_weight=327.68 100.581 227.099 18.9031 10.8151 9.38391 7.10663 4.63071 81.678 179.686 101.354 7.54887 93.8055 46.992 40.0887 32.8565 78.3319 7.23215 28.1388 16.6987 11.4401 9.22436 8.08803 1.87322 78.6052 6.30892 3.45445 2.85447 72.2963 58.0232
internal_count=4034 2118 1916 493 138 115 108 40 1625 1026 638 84 554 254 230 180 388 50 140 90 50 57 355 195 1203 322 199 123 881 832
is_linear=0
shrinkage=0.00192234


Tree=591
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 2 1 0 2 2 1 0 0 0 2 2 2 0 2 2 0 0 1 2 1 1 1 0 1
split_gain=0.187432 0.554138 0.654218 0.625805 0.572346 1.55421 0.871738 1.06248 0.572418 2.21895 0.798883 1.04215 0.968539 1.14415 0.756356 1.88124 0.640707 1.12201 1.84092 1.06734 2.25154 0.497551 0.742797 0.466601 0.344886 0.333878 0.324707 1.83744 2.54221 1.23198
threshold=42.558389508100007 0.55769288345000012 0.44805544745000009 0.54300769440000007 0.39193437325000008 43.631818398850008 43.680097826700013 0.40099098830000007 0.47997065955000012 42.686561923500008 42.779078631750004 0.34530403280000005 0.50339810185000011 0.51675099550000014 0.4815274992000001 43.157831852650006 42.719328117250008 43.426640904350009 0.47943175355000006 43.631818398850008 44.262924377150007 0.54386096225000014 0.55609113500000007 0.45206730335000006 42.47354681640001 0.37078231190000005 0.34515433670000012 0.34503457980000002 0.4778150355000001 0.34551360740000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 -3 4 8 -6 -7 -8 9 -2 -10 -12 14 25 -13 -16 -11 18 -18 -19 -21 -5 -23 -4 26 -14 27 -1 -29 -28
right_child=1 2 23 21 5 6 7 -9 10 16 11 12 13 -15 15 -17 17 19 -20 20 -22 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0009705105778154441 -0.068059499461519637 -0.055691351769562955 0.0058251237456127206 0.04095461195723283 -0.061158189828008719 0.060511651872055129 -0.058868876891687891 0.0093328328777026112 0.024326669781355802 0.035361528624113597 0.021396203641055121 0.0065684027431450586 0.0430231396991358 -0.017305831801506646 -0.052869931071730644 -0.00084262411084815557 -0.056920518395792846 0.036678160561559092 0.033328102191909417 -0.064102900248469902 0.0028822238105615755 -0.027777973920959508 0.043894988445878289 -0.054331501802298017 0.013511550269293654 0.013007856920281368 0.0129218367046058 0.0031955656746562163 -0.073536016956418482 0.00045238255693520616
leaf_weight=33.718526044147438 1.3553167143836642 0.99637203477686798 1.6161399061384147 1.5800531413406127 1.4668326709652308 0.51440542098134789 0.80268830020213533 1.979529209253087 4.402965139597657 1.0877217501401926 4.7650292292237308 2.9331147447228414 1.8255918025970452 2.2670624556485564 3.0931503865867853 3.9653542407322675 2.1157140934374215 1.8582886469084794 0.77108427882194508 1.3888932276167896 12.976848865742793 0.90667298762127735 0.60129759460687637 0.40270923884236243 5.8572876600082955 1.8816392172593621 22.931197460202384 2.2483371699781847 2.0767457075417042 145.57275903782465
leaf_count=424 25 96 14 7 44 3 96 131 65 4 19 18 20 31 30 28 134 30 2 61 189 45 5 352 56 26 134 62 17 1866
internal_value=0.000860743 -0.00167036 -0.0225373 -0.000516721 -0.00182893 -0.0183396 0.00071248 -0.0103438 -0.000144372 -0.0061232 0.00498284 0.000874483 -0.00525023 0.0106766 -0.0147734 -0.0236418 -0.0019673 -0.00409192 -0.0328145 0.00101878 -0.00359396 0.0213466 0.00080135 -0.0061746 0.00154658 0.0277886 0.00120728 -0.00296519 -0.0336481 0.00214931
internal_weight=269.959 57.5545 3.01522 54.5393 51.4512 4.76346 3.29662 2.78222 46.6878 21.5539 25.1339 20.7309 15.9659 5.97429 9.99162 7.0585 20.1986 19.1108 2.8868 16.224 14.3657 3.08802 1.50797 2.01885 212.405 3.70723 206.548 38.0436 4.32508 168.504
internal_count=4034 1475 462 1013 956 274 230 227 682 445 237 172 153 77 76 58 420 416 136 280 250 57 50 366 2559 46 2503 503 79 2000
is_linear=0
shrinkage=0.0500028


Tree=592
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 1 2 2 0 2 2 0 0 0 1 1 1 2 2 2 2 1 1 0 2 0 0 0 1 1
split_gain=1.38522 1.76474 2.61486 1.79208 1.21723 1.15441 1.0615 1.11362 1.15583 1.01388 0.963034 1.55683 1.14073 0.911111 0.953708 0.827444 1.76576 0.683489 0.882073 1.57579 1.3075 1.1308 0.668899 2.31706 1.8611 2.50763 4.3238 2.75923 2.87346 6.11249
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 0.39091643965000006 0.47883296910000012 0.4662734648500001 37.198331469900005 35.050303764500008 0.54386096225000014 36.491284729650012 38.400997490450003 0.4784437592000001 0.46989611090000011 0.42018203045000008 0.33992994225000006 0.39587138110000003 0.39408999735000005 38.969453495950006 41.872294782850005 42.434124620650003 41.741384785950011 0.34608245260000009 0.35862698720000002 0.49787431515000008 37.73036952315001 0.5216909673500002 0.51675099550000014 0.50339810185000011 0.37286308795000006 0.37668033890000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 10 6 7 8 -3 -9 12 17 13 -1 -15 16 -5 -12 20 21 -19 -20 -6 -24 -25 26 27 -26 -29 -30
right_child=1 5 3 15 22 -7 -8 9 -10 -11 11 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-0.0019525897396139255 -0.0026591964460846401 0.0016892080485496532 0.0020787120651412001 -0.0019892162988642647 0.00044298921435621374 -0.001446228990884031 0.00015192793667055703 -0.0023018704239962007 -0.00054777185197228153 -0.00046837432219849415 -0.0013639184412085465 -0.0013027970683419142 0.0014099674321389132 0.0010594564162700346 -0.00055690963088500967 -0.0019782021633082533 0.0011134240490440104 0.00015708597901600423 -0.0023804302216484489 -3.3771938836728837e-05 0.0015328275070648724 0.0002663775980773519 -0.0012152459847846425 0.00069217955626977234 -0.0015549995621802798 0.00073850851011331099 -0.0019970411021427875 0.0013063799061077523 -0.0021985920960682025 0.0009761290232944799
leaf_weight=0.69259488016541393 2.1496292084921143 1.2379444260150179 1.0030474662780759 1.0963448882102973 94.040142975747585 1.787404893671918 77.703966640605358 1.771948226727545 2.4323797562392429 2.7089035813696682 1.2307795574888576 3.3288476252928367 3.7178091797977686 2.9412388643249869 2.3187054298468865 1.2939125506964044 1.6057692333124576 24.337957144947726 1.8466075762407883 23.781085386872292 2.728848540224134 0.83147565997205664 3.9005266348831347 23.678353279829025 3.1547008138150039 11.216960204532368 4.5373346502892664 6.732020311523228 3.6504617375321669 5.2550606811419129
leaf_count=137 49 5 4 58 526 757 887 40 74 46 12 28 22 23 45 190 8 217 64 446 16 13 33 97 27 58 37 37 48 30
internal_value=0.00017037 -2.05951e-05 -0.000920982 -0.00017354 0.00025121 5.28463e-05 8.40553e-05 -0.000562964 0.000206727 -0.00119343 4.0256e-05 -5.14216e-05 0.000590924 7.93697e-05 0.000346925 -0.00073888 -0.000145429 2.46537e-05 5.65826e-05 -0.000188115 0.000295787 -0.00155866 0.000342737 0.000190983 0.000285187 6.2332e-06 -0.000345848 5.28281e-05 0.00037719 -0.000325221
internal_weight=318.713 94.7913 7.1487 4.99907 223.922 87.6425 85.8551 8.15118 3.67032 4.48085 67.7559 58.0856 9.67035 5.95254 5.25994 3.99603 2.70211 54.7568 53.526 26.4592 27.0668 2.67808 156.166 62.1254 58.2249 34.5465 23.3296 18.7922 15.6375 8.90552
internal_count=4034 2118 309 260 1916 1809 1052 165 79 86 1023 796 227 205 68 256 66 768 756 523 233 77 893 367 334 237 179 142 115 78
is_linear=0
shrinkage=0.00188464


Tree=593
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 2 0 1 2 0 2 2 0 2 0 2 0 2 0 1 1 0 2 0 1 1 1 1 1
split_gain=1.36255 0.89647 2.31041 1.50375 2.05531 1.45312 2.79911 1.33501 1.44655 3.75607 1.47769 1.33152 1.31147 1.08203 1.50978 2.55194 2.32705 1.90142 1.59103 1.51346 1.70909 1.29054 1.23366 2.36651 1.63993 1.01128 1.74688 1.12079 2.01361 2.02697
threshold=0.4662734648500001 0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 0.47883296910000012 0.35862698720000002 38.625745710700009 0.49336846205000007 41.975471476700008 43.89540535710001 0.5231430197000001 38.244973486750006 0.52863686715000002 36.124181380200007 0.52925062125000011 37.784765830350004 0.53928026105000015 0.40667944075000007 0.42209814075000007 0.5223196910500002 36.79544512155001 0.51675099550000014 0.46280051495000007 0.45280081435000008 0.38976377950000002 0.39971857130000005 0.39591628995000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -3 -7 -1 10 -10 -9 -12 13 22 15 16 -15 -17 19 -19 -21 -22 23 -5 -25 26 27 -16 29 -29
right_child=-2 3 -4 12 -6 6 -8 8 9 -11 11 -13 -14 14 25 17 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.0146473372647036e-05 -0.0013824100348909781 0.00067102200186576987 0.0016148096468886594 0.0014634347819944336 -0.0022839168017016369 -0.0027935979920979685 0.0013744066114034473 0.00037916704619315913 0.00043045278126224631 -0.0015935286086246989 0.0020589247906743508 0.00055277593288364645 -0.00079488720983626445 -0.00018158603058239593 0.0015349694506706115 0.001676658264223637 -0.0034975233354717864 -0.0017086071096312474 -0.0024888736321629417 0.0012416379615089986 -0.0024394405841489161 -5.6821975477407092e-05 0.001361370037209281 0.00061458058497971375 -0.00081795565191643705 0.0013994177400449359 -0.0012438894467953375 1.1612709922029427e-05 0.00031534062750766085 -0.0017010497377057624
leaf_weight=69.4732251202513 2.1539474366290952 3.5918807946145517 4.7831994220614424 4.7544319713488283 2.3777301183436066 1.6648652620497162 0.98656109767034639 87.837871558964252 12.037470083683731 4.9850429762154809 3.9828382730483991 5.2069569677114487 5.8183133989659828 1.4818665692582755 2.3749321699142447 2.015920639038085 1.8045271132141349 1.9943737713620056 1.2327672727406014 3.6034119166433793 1.0458283626940099 5.3204111144295894 5.4119877442717543 5.6532142888754588 6.7298806291073561 2.5602455022744826 3.3220032961107782 7.7923948680981976 58.125799223780632 4.0313210422173142
leaf_count=1020 757 17 30 21 54 65 7 453 52 42 41 32 371 14 8 7 30 25 42 13 28 129 22 24 49 17 72 96 392 104
internal_value=0.000171909 0.000182307 0.000269482 5.95219e-05 -0.000732549 -0.000141719 -0.00124274 0.000234418 0.000364941 -0.00016227 0.000457435 0.00120554 0.000114117 0.000158467 6.82778e-05 -0.000435463 -0.00200234 -9.69724e-05 -0.000367909 -0.000149366 0.000162551 -0.000448232 0.00054525 0.000287522 -0.000163965 0.000187433 0.000146414 0.000210273 0.000165297 -0.000572323
internal_weight=324.155 322.001 188.307 133.695 8.62104 6.24331 2.65143 183.523 114.05 17.0225 97.0277 9.1898 125.074 119.255 96.7058 18.4991 3.28639 15.2127 13.1968 11.964 9.96965 6.36624 22.5495 17.1375 12.3831 78.2067 75.6465 72.3244 69.9495 11.8237
internal_count=4034 3277 1670 1607 143 89 72 1640 620 94 526 73 1464 1093 977 288 44 244 237 195 170 157 116 94 73 689 672 600 592 200
is_linear=0
shrinkage=0.00196078


Tree=594
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 2 2 2 2 1 0 2 0 0 2 0 1 1 1 1 1 1 1 0 2 0 0 0 2 1
split_gain=0.19226 0.278015 0.238624 0.292252 0.208963 0.252348 0.285079 0.196334 0.541247 0.993222 0.484554 1.84872 2.00551 1.72774 0.677837 1.77386 0.848157 1.46384 0.567471 1.3405 0.845638 2.61433 1.44758 1.4476 0.670154 0.553701 1.69904 0.628358 0.500034 0.904534
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.46112391845000006 42.522337019050006 42.536568606950006 42.141702038450013 42.006870117350005 0.34988473400000003 0.48244064550000004 42.686561923500008 0.47754558250000007 0.48351845755000006 43.047778594550003 0.48028502140000007 0.3453938505000001 0.34515433670000012 0.34521421515000011 0.34524415440000006 0.34566330350000002 0.34575312120000007 0.34608245260000009 0.48898236580000004 42.283941020600004 0.52507409960000018 0.53158588065000012 0.5216909673500002 43.487767439550005 0.36042334060000009
decision_type=2 2 2 2 2 2 2 2 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 -1 -10 11 12 -9 -12 16 28 17 -13 -15 -20 -21 -22 -23 -24 -25 27 -27 -26 29 -16
right_child=1 2 3 4 5 6 -8 10 9 -11 13 14 -14 18 15 -17 -18 -19 19 20 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0011972276972942496 -0.045705529942535211 0.03551811760536662 -0.050592313214023042 0.036075088727198432 -0.047062294428643375 0.048461333113625639 -0.045466088686406156 -0.0047473991559078858 -0.0032402174143809914 0.029598639911528779 0.033248619793231293 0.025906831562572646 -0.05927274515938228 0.03565486898710956 -0.047779742608550883 -0.047226250018914499 0.026886995806168178 -0.03468950375971025 -0.058315951752347932 0.027238568023428229 -0.080604683591054715 0.053341235178102804 -0.050070391138269624 -0.033315270229675585 0.0052773372476983132 -0.053412817514243323 0.00048160264193978245 0.037519211617353283 0.002017593908698372 0.038491634897309751
leaf_weight=187.79943671517685 0.43023556942352925 0.25541025027632702 0.30689638238982275 0.24645517650060356 0.25463433764525689 0.18499316275119781 0.10327940299612237 3.1282640925492187 3.693373422662261 3.8670428209006786 3.3707961030304423 1.611590675311166 2.4809019067324698 0.86459280550479789 1.0190201418008715 1.8129682019352902 3.6644661423633806 1.6598657201975582 0.83140504360198875 2.1725080460309973 0.84424072504043479 1.0154831111431111 1.2148854368424533 1.1665306519717002 11.228944105168923 1.3020654202555331 15.272951594248296 1.3936827781726595 16.267765947908629 0.32999946421477933
leaf_count=1734 434 5 50 5 144 1 281 61 25 27 58 28 45 3 80 12 33 17 8 7 13 3 21 17 138 169 287 45 272 11
internal_value=0.000829428 -0.0139977 -0.00390509 -0.01309 0.00149047 -0.0142094 0.01481 0.000928007 0.00167553 0.0135564 -0.00108203 -0.00525374 -0.0288636 0.00219712 -0.000230848 -0.0045695 0.0119231 -0.00483843 -0.00060845 -0.00146879 -0.000141595 -0.00192048 0.000117546 -0.00159396 0.000345606 0.00169046 -0.00375212 0.00883721 -0.000179633 -0.0266759
internal_weight=269.795 1.7819 1.35167 1.09626 0.789362 0.542907 0.288273 268.013 195.36 7.56042 72.6529 31.9748 5.60917 40.6781 26.3657 19.4298 6.93592 3.27146 37.3073 36.4427 35.6113 33.4388 32.5945 31.5791 30.3642 29.1976 16.575 12.6226 17.6168 1.34902
internal_count=4034 920 486 481 431 426 282 3114 1786 52 1328 559 106 769 453 375 78 45 711 708 700 693 680 677 656 639 456 183 363 91
is_linear=0
shrinkage=0.045289


Tree=595
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 2 0 2 0 2 0 2 0 0 2 2 0 2 2 2 2 2 2 1 1 0 0 0 2
split_gain=1.70005 0.957108 1.89902 1.70199 1.68328 1.66831 1.22268 2.80451 1.98373 1.62309 1.57418 1.03548 0.971206 1.86622 1.8576 2.2602 1.34369 1.32236 1.16116 1.04228 1.38116 1.15539 2.28431 1.7679 1.27019 2.81283 0.936413 1.50555 1.19915 0.925196
threshold=0.4662734648500001 0.39072183470000005 0.53544804050000006 0.47883296910000012 0.3975479776000001 43.631818398850008 41.385032804600009 0.52688542260000015 39.110279783550006 0.52453519355000011 48.457543166250012 0.53158588065000012 38.400997490450003 0.4778150355000001 0.47736594710000008 38.969453495950006 40.636252116050009 0.45589952400000006 39.525197829750006 47.927946529500012 42.719328117250008 42.488347682450005 41.872294782850005 41.741384785950011 0.32388251845000005 0.3447052483500001 0.46989611090000011 0.45798030000000006 0.37331217625000007 41.147265497500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 6 -6 7 8 -3 -8 -11 -7 17 14 15 -14 -15 -1 -17 20 21 22 23 24 -20 -26 27 28 -22 -27
right_child=-2 2 -4 -5 5 11 9 -9 -10 10 -12 -13 13 16 -16 18 -18 -19 19 -21 26 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.00049952869796796875 -0.0014109280060705244 -0.0027186188378513802 0.00014935543279531632 0.0003629974672287604 -0.0020936827481256391 -0.0019167909351117361 0.0016224768604322917 0.0010265796023966164 0.0004400719506413129 -0.0022174537405138381 0.0015051375396364472 0.0015159539486722178 -0.0032171326111136034 -0.00010449089063619039 0.00075149204435175185 0.0011472386416881311 -0.0014426174565190756 0.0010116742097511823 0.0011271037340942916 0.00032885751429032159 0.00068970377628266896 0.0011447858429926474 -0.0021404515225999423 0.0014598336020918347 -0.0027779241930524557 -0.00095336871232693508 -0.0020373995282971236 0.0011125127797943571 -0.0019897204504525849 0.00053722805014301924
leaf_weight=2.9416636658715998 2.3928654724877552 1.5463188900612315 81.37571348293568 153.02297035814263 3.7586184623360159 0.47701799901551545 0.66107826563529615 5.527349416166544 1.2998282462358473 2.5764613416977231 0.4783988445997237 0.90288381860591471 0.82241873163729806 5.1457853540778142 11.059750277549027 2.6354973614215842 5.529611355625093 6.8361376438988373 1.7257856663782201 10.927783422172068 0.80122427549213115 2.3415865048300466 2.0186172781977794 2.4362255716696373 1.7342440867796538 2.4695269279181957 2.4018868077546358 1.3170113973319528 2.2857628063065931 3.6874474626965821
leaf_count=177 757 31 868 893 121 126 15 31 26 129 2 12 11 21 48 12 58 50 37 54 11 24 76 15 34 72 94 15 195 19
internal_value=0.000171731 0.000183538 2.90134e-05 0.000252128 -0.000539419 -0.00144302 -0.000155352 0.000243916 -0.00127605 -0.00105506 -0.00163449 0.000329289 6.67113e-06 -8.4014e-05 7.25247e-05 -0.000127162 -0.00079761 0.000557027 -5.80733e-05 -0.0001511 -0.000376984 -8.09996e-05 -0.000284973 2.57736e-05 -0.000337509 -0.000657816 -0.0010908 -0.00057453 -0.00129428 -6.06417e-05
internal_weight=323.137 320.745 98.6037 222.141 17.228 5.13852 12.0894 8.3735 2.84615 3.71594 3.05486 1.3799 69.118 59.3402 48.6648 37.605 10.6754 9.7778 36.7826 34.1471 23.2193 16.4134 14.0718 12.0532 9.617 7.89122 6.80589 4.404 3.08699 6.15697
internal_count=4034 3277 1361 1916 493 259 234 88 57 146 131 138 1023 796 717 669 79 227 658 646 592 277 253 177 162 125 315 221 206 91
is_linear=0
shrinkage=0.00188464


Tree=596
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 2 0 0 1 1 1 2 2 0 1 0 2 0 1 2 0 0 2 1 0 2 2 2 2
split_gain=1.58314 2.70358 2.18966 1.74766 3.53705 2.34364 1.62019 1.4204 2.64053 2.15806 1.58575 1.50738 2.98472 1.50184 1.40946 1.92252 3.54479 1.51397 3.31614 2.62442 1.82497 1.12775 1.93683 2.4116 1.98908 2.35269 2.03456 2.54414 2.00027 1.10514
threshold=0.37078231190000005 0.36945001650000003 0.47736594710000008 0.35862698720000002 38.625745710700009 0.49336846205000007 41.975471476700008 0.51191581090000016 0.50889194935000015 0.37413550490000008 0.38370108680000009 0.37473428940000003 47.927946529500012 40.040005255000004 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.625745710700009 0.52366695610000014 0.39162001140000008 38.478081868400004 0.49053920540000012 0.48637765340000011 39.110279783550006 0.34575312120000007 0.48351845755000006 40.664404858950007 42.865207177650007 41.385032804600009 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 21 -7 8 11 -9 13 -2 -13 -11 -12 -16 -17 20 -19 -20 -18 22 23 -4 25 -25 -26 29 -27 -28
right_child=7 -3 3 4 -6 6 -8 9 -10 10 14 12 -14 -15 15 16 17 18 19 -21 -22 -23 -24 24 26 28 27 -29 -30 -31
leaf_value=-9.1868752822125163e-05 0.00074148970225845182 0.0016408384581504951 0.0015691686287989748 0.00040960007895545023 -0.0013745806138473348 0.0020428420850172094 0.00055338157942689409 -0.0030107222394122964 -0.0022800086896375745 0.0015842458783081881 -0.0011876869262074804 -0.002674227201451127 0.0013710784331909147 1.0170863563132872e-05 0.001008546798819244 -0.0025785157386103538 -0.00027594591329442526 0.0013904843879244937 -0.0027275923937193284 9.4276487584998096e-05 -0.0029084423299664142 -0.00048390431168697317 0.0011592489670523883 0.0002082209462004094 -0.00069497691651335992 6.2517015070177255e-05 0.0020592716334942923 -0.00068816219484877836 -0.001836254127292879 0.00091562054500142574
leaf_weight=51.357400596840307 3.8239335455000383 5.299419403076171 5.4515633285045615 12.386261716485025 6.1421471387147895 5.4616766795515996 5.3348956480622292 0.83401782438158889 2.7684699625242501 4.920810937881468 3.4010452375514424 1.7400401486083867 1.1001355634070931 4.1113977879285812 7.5029927724972358 1.931914273649453 20.977308467314291 7.4751744261011472 1.2385882455855597 72.988481607259018 1.0204901978431724 5.4406042024493209 11.504676975309847 57.644265647046268 3.4783094003796604 4.0775489136576635 3.7971081435680452 3.327654290944337 4.1236162185668945 17.572244338691235
leaf_count=887 17 30 20 52 47 41 32 8 54 16 31 65 7 31 36 18 530 35 16 1476 24 29 48 259 16 21 15 25 31 117
internal_value=0.000178144 0.000285886 0.000249455 0.000369732 -0.000181854 0.000450069 0.00130686 1.76056e-05 -0.000701995 7.13047e-05 9.17754e-05 -4.64403e-05 -0.00110729 0.000867738 3.16338e-05 6.82889e-05 1.50273e-06 4.9568e-05 0.000170091 4.71894e-05 -0.000398069 0.000370611 0.000412503 0.000326136 0.000254062 7.11614e-05 0.0006815 0.000875362 -0.000892201 0.00111884
internal_weight=338.234 202.399 197.1 145.743 18.5284 127.214 10.7966 135.835 9.43258 126.402 125.568 6.66411 2.84018 9.03221 116.536 113.135 105.632 103.7 81.7022 74.2271 21.9978 116.418 110.977 99.4723 94.0207 65.8454 28.1753 24.697 8.20117 21.3694
internal_count=4034 1670 1640 753 99 654 73 2364 143 2221 2213 89 72 47 2166 2135 2099 2081 1527 1492 554 581 552 504 484 311 173 157 52 132
is_linear=0
shrinkage=0.00192234


Tree=597
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 2 1 1 2 0 2 1 2 0 2 0 1 2 1 2 2 0 0 0 2 1 2 1 1
split_gain=0.201573 1.70098 1.08196 1.50172 1.35333 2.24992 1.61341 1.24815 2.18828 1.076 1.0284 1.3893 0.989493 2.50281 1.58712 0.970002 0.933434 1.36103 0.868268 0.758241 0.744259 1.88788 1.31836 1.89587 1.28817 2.07597 0.928138 1.07757 0.927332 2.11116
threshold=0.50706565670000014 0.37668033890000002 0.50278434775000014 0.50086823750000009 38.625745710700009 0.35651627195000007 43.426640904350009 0.36575252235000005 0.36533337325000009 38.903925214650009 0.48637765340000011 41.872294782850005 0.34608245260000009 41.806790701050012 0.48386275860000011 39.861052345600008 0.47565941140000007 0.34398670700000006 41.872294782850005 0.34587287805000005 38.625745710700009 38.478081868400004 0.52366695610000014 0.52284362740000012 0.51675099550000014 39.420767558750008 0.39382054430000007 42.660927378600007 0.39587138110000003 0.39814676205000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 4 7 9 -7 8 16 -6 12 19 14 -14 -11 -2 17 -1 -4 -12 21 -3 23 24 -22 -26 27 -24 -28 -30
right_child=1 20 18 -5 5 6 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21 22 -23 26 -25 25 -27 28 -29 29 -31
leaf_value=0.00984536595631905 -0.00092283737893498314 -0.0034265269041271486 0.006611964929072376 -0.03590734470127882 -0.034087193207454361 -0.047746824522373388 0.0044897315668313738 0.04341961740003087 -0.039658275246407908 0.00021050053495144623 0.050860883439668263 0.0027361841064645616 0.043015911641920722 -0.0049270173721630466 -0.025794320044290806 -0.042241698906099787 0.025345966857806265 -0.055250070279137573 0.038845780826423877 0.016346848692762064 0.028816050810460257 -0.065516405240610184 -0.042116008718417544 0.051083661145611414 0.022437130521759323 -0.030464042039472901 0.026992263472619498 0.001749222932658293 -0.043857862005952222 0.0023769559900105753
leaf_weight=5.0904121809580838 2.0345655959099522 26.244158861389227 4.7999946735799304 2.3955972195835775 1.8761187735944975 3.6475859016645691 2.0508390534960199 2.6699610271316478 1.8438360914587981 91.272987305244897 2.5289783626794842 10.508309885859488 4.0280718691647035 6.0461954510537907 5.5261004194617263 3.3195483237504959 8.0937931537628156 0.82927840429329069 3.0242656469345093 3.2030906900763512 3.9095310806296748 1.1342134439764766 2.3890001731924704 2.7882128652418023 3.1398976072669029 3.4637335318257101 3.0962236998602739 2.5927011686144397 2.2849532525870009 54.278678459384537
leaf_count=149 15 579 33 30 12 81 98 14 11 914 19 52 38 47 42 54 57 73 37 28 36 26 66 17 16 42 30 46 149 1223
internal_value=0.000912281 -0.000632638 0.00198472 0.00110293 0.00169712 7.55321e-06 -0.0289471 0.013615 0.00859672 0.00132763 0.00186731 0.0129147 0.000188564 0.0142424 -0.00127407 -0.0265405 0.0149459 0.000726268 0.0190711 0.0315744 0.000684415 -0.00599875 0.00303195 0.0165412 0.0073801 -0.00531057 0.000252144 -0.0192866 0.00188366 0.000509247
internal_weight=270.111 110.675 159.435 151.611 149.216 130.688 5.69842 18.5273 15.8573 124.99 123.114 16.2404 106.873 10.0743 96.7991 5.35411 14.0135 5.91969 7.82426 5.73207 105.321 27.3784 77.9429 13.3014 10.5132 6.60363 64.6416 4.9817 59.6599 56.5636
internal_count=4034 2299 1735 1665 1635 1331 179 304 290 1152 1140 99 1041 85 956 69 279 222 70 47 2230 605 1625 111 94 58 1514 112 1402 1372
is_linear=0
shrinkage=0.0471187


Tree=598
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 2 2 0 0 0 2 2 2 1 1 2 2 2 2 2 1 0 0 1 2 1 1 0 0 1
split_gain=0.192741 1.00689 0.894943 0.517242 0.663624 0.492088 0.394659 0.342468 0.303762 0.651843 1.75934 1.75161 1.42994 0.7063 1.26552 0.542441 1.39868 0.847359 0.819022 0.940957 0.693435 0.449122 2.13825 0.338761 0.594339 0.591389 0.335867 0.752798 0.922268 1.04045
threshold=0.45368402140000008 0.4591329601000001 0.4662734648500001 0.56439926950000008 38.903925214650009 39.458743938000005 42.522337019050006 0.58415915690000009 0.5654770815500002 0.55832160710000012 38.903925214650009 40.844669808050007 41.092444989200011 0.43401395170000007 0.42922367590000005 39.051326806600009 33.151194885250007 40.94178426300001 42.283941020600004 42.558389508100007 0.44805544745000009 0.55481871800000016 0.54797760550000019 0.42473279245000012 41.942745071500006 0.42114008565000011 0.41988263825000011 0.5398790455000001 0.54136103710000005 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 -6 -4 -7 9 13 -11 -12 -13 14 23 16 -10 -17 -19 -20 -21 22 -15 25 -25 26 27 -1 -29 -30
right_child=1 2 6 4 5 7 -8 -9 15 10 11 12 -14 21 -16 17 -18 18 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0014628179991524098 -0.049112996304400337 0.029614376925236024 -0.051007328556735468 -0.05689692806816548 0.049100655059825568 -0.049431088791236658 0.012792712236423649 0.020800077204144583 0.040650001612034296 0.028536700471594331 -0.066570071428747157 0.027137865171361929 -0.036661540812870846 0.033415123948914882 -0.037298250935508738 0.02597848597509976 -0.053286372760896476 -0.034096541160535815 0.035223947863632261 -0.052636447490836832 0.0053393834633461935 0.032817269446844627 -0.060967602009251359 -0.0054915735389509399 0.033292684049104897 -0.016644502707341257 0.013539879245622874 -0.039562168929772726 0.0099521708687162983 -0.019814984165109861
leaf_weight=214.224430060538 1.0217895979221783 1.8820835956721569 0.80731443028525951 0.40967815509065975 0.44723827717825748 0.30291196712641977 0.27820229653298156 0.29002913806471042 0.5407370778848406 1.5497133575845499 1.6482525458559392 1.3864850625395777 1.632207660062704 1.6743819190305651 1.8571683380578168 4.8710494218394143 0.90327899437397718 1.2126886043697593 1.6988591700792315 0.60494695002853438 1.6170664377568753 2.3828011527657509 0.7379890929441898 1.5599709886009798 1.8349411879025863 4.0871977019123724 4.5277078952640286 1.9439408965408791 5.0578513434156758 4.9659255236620083
leaf_count=2374 82 11 479 26 3 62 278 19 12 20 22 4 39 54 64 53 53 18 10 66 15 14 11 20 24 39 25 15 50 72
internal_value=0.000819861 -0.00778725 0.00177169 0.0136396 -0.00709751 0.0125162 -0.0346563 -0.0150785 0.000998195 0.000662645 -0.0141094 -0.0282706 -0.00735848 0.0010377 0.000687044 0.00835689 -0.0181103 0.012177 -0.000918676 0.00934292 -0.0104446 0.0185923 0.0045417 0.000983201 0.0154712 0.000773729 0.00108229 0.000832928 -0.0104422 -0.00479491
internal_weight=267.959 5.43925 4.41746 3.33194 1.44986 1.04018 1.08552 0.592941 262.52 251.071 6.21666 4.66695 3.01869 244.854 240.059 11.4486 1.44402 10.0046 5.13356 3.92087 2.22201 4.79517 2.41237 238.202 3.39491 234.807 230.72 226.192 11.9677 10.0238
internal_count=4034 960 878 121 110 84 757 81 3074 2847 85 65 43 2762 2683 227 65 162 109 91 81 79 65 2619 44 2575 2536 2511 137 122
is_linear=0
shrinkage=0.0461948


Tree=599
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 1 2 1 0 0 2 1 0 2 1 2 2 0 0 1 1 1 1 2 2 0 1 2 0
split_gain=0.187532 0.643444 0.595769 1.00782 0.568348 0.48413 0.971222 1.96221 0.586717 1.05044 0.58655 0.399626 0.377051 1.2904 1.26852 0.953872 1.04806 0.821956 0.359076 0.661913 0.550978 1.04335 1.56098 1.30444 3.37793 3.50849 1.2974 0.705833 1.64266 1.50915
threshold=0.47721625100000004 0.47754558250000007 0.34551360740000009 42.686561923500008 42.719328117250008 0.34536391125000004 0.34512439750000007 41.741384785950011 0.34509445825000007 0.47604862130000009 0.47396784530000008 44.756878345700009 0.34512439750000007 0.4815274992000001 40.636252116050009 0.34527409360000011 41.50623664750001 41.50623664750001 0.4778150355000001 0.47817430615000006 0.34536391125000004 0.34542378970000004 0.34545372890000009 0.34569324270000007 41.218101594450012 42.47354681640001 0.47943175355000006 0.3459626957000001 41.360869295700006 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -8 9 10 -1 -6 13 14 -3 16 -14 -15 -17 -20 -21 -22 -23 24 -24 -26 -25 28 -28 -29
right_child=1 12 3 4 11 -7 7 -9 -10 -11 -12 -13 15 17 -16 18 -18 -19 19 20 21 22 23 26 25 -27 27 29 -30 -31
leaf_value=-0.00038273279891004727 0.017379599795850978 0.00056206914234363623 -0.053445380536871361 0.04865295501241431 -0.047327389460364619 0.020795954111634485 -0.076984605144995 0.007820023848587104 0.032354663082848602 -0.027083543949182481 0.022774103765656868 0.0050218910854558287 0.032677003576872692 0.022186111836690753 -0.027948050063132283 0.015843425256534583 0.0026352017498834962 -0.0051829028615444171 -0.024006200029601646 0.013676163702062018 -0.032371411752874883 0.041984072103771947 0.0079928604319463373 0.030949668435682878 -0.083374988670767647 -0.0078296058898489739 -0.017754332709575577 -0.020863055713099699 0.020544898012940193 0.00086423239994126559
leaf_weight=22.805931161696222 4.9358832389116278 6.2487970590591448 1.2142089287517586 0.3892509639263152 0.46593248663702957 2.0395000153221181 1.0228679387582809 1.2356525580398736 1.121831839904188 2.8552342355251303 2.4883221569471052 0.8353416109457612 4.1081204377114755 4.4456711672246438 6.5628789011389017 3.1834892481565467 5.6684790756553411 4.5585241913795471 2.2329400051385155 6.5754094682633868 1.979234930127858 1.8583036363124836 6.1145917251706106 2.9664982026442877 2.2993029532954097 2.792104771360755 3.0464458316564551 6.869833107921294 9.3365328200161439 144.01598271743023
leaf_count=510 30 28 76 2 48 19 66 41 4 28 31 57 19 19 42 20 31 26 23 35 13 21 23 35 25 23 14 40 81 2604
internal_value=0.000725506 0.00120434 -0.00229131 -0.0219683 0.000639941 -0.000588678 -0.00197194 -0.0305874 0.000235977 -0.00104404 0.00189532 -0.0137222 0.000849284 -0.0048085 -0.0140425 0.00145717 0.0152587 0.00833009 0.000759017 0.000506391 0.000797761 0.000330631 0.000691619 0.000259172 -0.0146968 -0.0419462 0.00126736 0.000728051 0.0111226 -0.000125011
internal_weight=266.273 229.799 36.4741 2.90473 1.69053 33.5693 31.5298 2.25852 29.2713 28.1495 25.2943 1.30127 224.863 21.8159 12.8117 203.047 9.7766 9.0042 193.271 190.087 187.854 181.279 179.3 177.441 11.206 5.09141 166.235 163.269 12.383 150.886
internal_count=4034 3152 882 183 107 699 680 107 573 569 541 105 3122 115 70 3007 50 45 2957 2937 2914 2879 2866 2845 71 48 2774 2739 95 2644
is_linear=0
shrinkage=0.045289


Tree=600
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 0 2 0 2 0 2 2 2 1 2 0 0 2 1 1 1 1 1 0 0 1 2 2
split_gain=0.182296 0.43292 0.674331 0.45172 0.630139 0.599642 1.29815 0.758384 0.699569 1.13504 0.867121 2.24162 1.49689 1.0742 1.08031 0.688121 0.68498 0.597502 0.609383 0.538996 0.601663 0.937329 0.538696 1.15266 1.70381 1.45353 1.16281 0.545517 0.856962 0.523565
threshold=42.558389508100007 42.67709657435001 0.5054040298000001 0.55769288345000012 0.54300769440000007 0.51675099550000014 43.426640904350009 0.50339810185000011 42.779078631750004 0.48119816770000007 43.018222997350009 0.4815274992000001 43.047778594550003 43.157831852650006 43.077238082650005 0.39162001140000008 43.631818398850008 0.54386096225000014 0.55609113500000007 43.680097826700013 0.39278764110000003 0.40099098830000007 0.34623214870000002 0.34527409360000011 0.34524415440000006 0.45994131915000008 0.47943175355000006 0.35862698720000002 47.927946529500012 43.487767439550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 9 -3 11 -10 -12 14 -14 -8 -17 -6 -19 -18 -21 -22 23 24 25 -15 -25 -24 29 -29
right_child=1 3 -4 -5 17 6 15 -9 10 -11 12 -13 13 22 -16 16 19 18 -20 20 21 -23 27 26 -26 -27 -28 28 -30 -31
leaf_value=0.0014039108960303308 -0.042806015212693747 -0.0063579276082948045 -0.0007993152043792584 -0.026286531426980123 0.05346826767169139 -0.066172728363064828 -0.040499319740826302 0.023070118305255304 0.0039782705387618501 0.040354885189432282 0.05218743107028908 -0.068266352902500285 0.0085436618859757261 0.0029718839582365052 -0.068651359207721391 -0.058786788851518577 0.059935440014179109 -0.024360402443436218 0.042902948765931551 0.040615506005484622 -0.058378174612113656 0.0093255163861124257 0.025664522522919436 0.0021042180861382191 0.046080224480991867 -0.040580164643461279 -0.056415875577874586 0.011926245706094584 0.038539594891022461 -0.056562608109090161
leaf_weight=209.45575593849026 1.6004858743399375 2.70604425726924 2.370913035236299 1.6557688806497015 1.0518199093639844 1.0454464177018952 1.1076883734203873 3.6216294550104058 2.7790965060121371 2.5040005259215832 1.2934170161606768 1.7500529270619152 0.73643854964757594 11.270727730006913 1.1788358274789059 0.39864896610379208 0.47514633182436261 0.81300657516112529 0.57488854601979256 0.81748688966035876 0.69373776146676425 1.9439230509888146 3.4751886599697164 1.5359020065516227 1.9036890268325812 2.3084208066575238 1.8981615453958509 0.43059239629656054 0.65119928866624821 0.79308315235539339
leaf_count=2559 26 25 31 441 5 34 22 60 42 55 13 24 9 161 50 8 2 43 5 4 91 101 21 35 5 36 12 11 4 99
internal_value=0.000729319 -0.00182184 -0.0177281 -0.000593186 0.000261792 -0.00101592 -0.0151443 0.00122671 -0.000899024 0.0160927 -0.0036651 -0.0239369 -0.000323455 -0.00291752 -0.0389692 -0.00533165 0.00366704 0.0250432 0.00350116 0.0100017 0.00313491 -0.0084814 -7.21328e-05 -0.00403412 0.00177885 -0.00443185 -0.0302425 0.0139368 -0.00780134 -0.0324624
internal_weight=264.841 55.3854 3.9714 51.414 49.7583 47.3186 6.48208 40.8365 37.2149 5.21004 32.0048 4.52915 27.4757 26.1822 1.91527 5.43663 4.32894 2.43972 1.3879 3.93029 3.45515 2.63766 24.267 18.9169 15.4828 13.5791 3.43406 5.35006 1.87487 1.22368
internal_count=4034 1475 57 1418 977 924 262 662 602 80 522 66 456 443 59 228 206 53 48 198 196 192 384 249 202 197 47 135 114 110
is_linear=0
shrinkage=0.0500028


Tree=601
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 0 0 0 2 1 1 2 0 1 0 0 1 0 0 0 1 2 2 0 0 2 1 2 0
split_gain=0.202669 1.36185 1.33565 0.540415 0.419151 0.253361 0.52991 0.957552 0.536774 0.713218 0.578162 0.767792 0.614383 0.259695 0.19039 0.716783 2.46206 0.825267 0.950062 1.28097 0.679772 0.632293 0.502361 0.889776 0.61684 1.44093 0.56473 1.31932 1.21025 0.932275
threshold=49.122847560300009 0.39672464895000009 0.39718870690000002 49.835088602800006 50.448116877400004 48.778770352700008 0.39606598605000004 0.37331217625000007 0.41191880480000004 44.421469061800003 0.35471991855000007 0.35862698720000002 47.709122305950011 0.54228915300000013 0.35471991855000007 0.48447651265000008 0.48028502140000007 0.35862698720000002 0.49787431515000008 0.49830843385000007 0.49649711085000009 0.36491422415000008 38.400997490450003 38.179089776100007 0.47883296910000012 0.4784437592000001 40.377444152000002 0.3447052483500001 40.467253020850002 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 7 -1 -8 14 -11 -12 -13 -14 20 16 -16 -17 -19 -20 22 -21 23 -10 25 26 27 -24 -28 -30
right_child=1 2 3 4 -6 -7 8 -9 9 10 11 12 13 -15 15 17 -18 18 19 21 -22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=0.016076418392040048 -0.054172213893705579 0.03441649343313611 -0.05277708821789371 0.024769951501824126 -0.046296112458987973 0.0094276672436831577 0.037874753503090455 -0.056878850593849971 0.0062441943814727958 -0.048760099332289079 0.048815329300275635 -0.047088768800822488 -0.017599492197707879 0.016812806360242783 0.013571602856394974 0.025992708340660715 -0.082839612265336551 -0.025744103161214841 0.046097062212485079 -0.020505687973320422 0.022111824694895768 0.00028883849599114939 0.0039562710627322932 0.049447992324580886 0.0033174889714599554 -0.033712735394017805 0.046885309201089576 -0.032971594160793073 0.0035545578847000678 -0.020879434278515095
leaf_weight=0.63699409901164361 1.0408538952469815 1.6052801311016085 0.73415065181325168 0.51952701775735477 0.25318804191192612 6.7330486566643222 0.79360754418303159 0.87711683550151065 6.2398950805072664 0.96588546503335138 0.41344103217124972 0.94001985169597935 0.990831244504079 0.82376073629711755 1.3350806896632996 2.4791986234486094 0.9160650600097141 2.9605087449308476 1.2358299307525147 3.0792025402188292 3.4116968940943471 115.44683993171384 4.6907361065968853 1.1594092950690535 70.256569935008883 3.0500512928701928 1.1765407007187629 3.4394378557335585 21.347089994640559 3.7682697377167633
leaf_count=15 15 4 42 23 191 39 54 160 136 50 3 265 14 34 76 23 12 30 7 22 46 1896 33 9 434 28 6 24 304 39
internal_value=0.000598175 -0.00932736 0.00567095 -0.024952 0.00148442 0.000757226 0.000525964 -0.0261862 0.000687152 0.000569162 -0.0180862 -0.00873423 -0.0173719 -0.00197752 0.000882668 -0.000332432 -0.0256613 0.000122985 -0.000399627 0.000226887 0.00218913 -0.000251385 0.00159874 0.0130139 0.000814699 -0.00387779 -0.00123419 -0.0116659 0.00199159 -0.000111481
internal_weight=263.32 4.153 3.11215 1.50687 0.772715 259.167 252.434 1.51411 250.92 250.126 4.13394 3.16805 2.75461 1.81459 245.992 127.453 2.25115 125.202 122.722 119.762 118.54 118.526 115.128 7.3993 107.729 37.4721 34.4221 8.13017 26.2919 25.1154
internal_count=4034 275 260 256 214 3759 3720 175 3545 3491 366 316 313 48 3125 2066 88 1978 1955 1925 1059 1918 1013 145 868 434 406 57 349 343
is_linear=0
shrinkage=0.045289


Tree=602
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 0 2 0 2 1 2 1 1 2 0 0 1 2 2 2 0 0 2 2 2 2 0 2
split_gain=1.06636 2.11516 1.20738 1.64473 2.82962 1.15726 1.14983 1.09885 1.73194 2.53224 1.53299 1.05498 1.23778 1.94864 1.28428 1.56738 1.47728 1.67224 1.5107 2.26792 1.30583 3.5343 2.55817 1.49054 1.07128 2.05152 1.00188 1.30428 0.96825 2.05281
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.47736594710000008 0.5231430197000001 38.244973486750006 0.52366695610000014 37.828051409500013 0.36533337325000009 38.625745710700009 0.35651627195000007 0.34575312120000007 40.563919884450009 0.4778150355000001 0.47916230050000003 0.34551360740000009 41.770271989050009 42.824128352900011 41.50623664750001 0.48200652675000005 0.4815274992000001 42.779078631750004 43.157831852650006 40.316494640950005 39.749124837650008 0.5223196910500002 37.903039192800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -5 -1 28 9 -9 -11 12 -8 14 15 26 -17 -18 20 -20 21 23 -23 -19 -16 -26 27 -14 29 -4
right_child=2 -3 7 5 -6 -7 11 8 -10 10 -12 -13 13 -15 24 16 17 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.8617388808971468e-05 0.0012957665194290554 0.0015771282788604759 0.0012350758495783332 -0.0023586162223310386 -0.0019075138259792325 -0.00056148414939744267 0.00096827551071153035 -0.00431157128451166 0.0001119354547083586 -0.00023843881221175976 -0.0023003034408868271 -0.00042429143196160525 0.001083199423238091 -0.00089358319756011387 0.00079922076707733504 0.00084293367652246839 -0.0011426895932224385 -9.6270530349729192e-05 -0.0019354368498717433 0.00010660351671517882 0.00093604246309804298 -6.8731775063902412e-05 -0.0021529727355617824 0.0013108826066736917 -0.0011140211296696318 0.00085010036858213108 0.00131122696725493 -0.00011460046417578964 0.0011950461460115808 -0.00026672343567208187
leaf_weight=46.421328855212778 3.168919859454034 4.506874591112136 5.248627936467531 2.4379232483915985 1.5932926088571546 3.167524621298071 11.372411496937273 0.66426406800747173 80.5869328421104 16.389829997868222 1.5144692666071922 7.1244631595909587 5.8107744678854969 5.1091129854321471 30.761537544429302 6.8669875003397456 5.5325083024799815 5.1311953924596363 3.4582636803388578 5.2889569289982319 7.4553670659661284 5.5710116438567621 3.8142057061195374 6.6383698731660843 3.5818203091621381 4.7637772336602211 6.0614900514483443 8.7705004662275297 5.4139764769934109 10.499390897457486
leaf_count=887 13 30 23 44 62 37 62 5 1574 438 58 40 21 41 206 25 49 22 23 30 33 31 26 31 27 29 21 36 29 81
internal_value=0.00015423 0.000250407 1.87863e-05 -0.000623254 0.000224046 -0.00134309 0.000217102 7.41104e-05 -1.24572e-05 -0.000552317 -0.000412846 0.000309769 0.000351279 0.000290059 0.000345283 0.000187019 -1.42814e-06 -0.000136617 1.23795e-05 -0.000700729 0.000230404 -1.8277e-05 -0.000915779 0.000697404 0.000630185 7.12535e-06 0.000641247 0.000362734 0.000479727 0.000233808
internal_weight=314.726 184.041 130.685 10.3677 4.76221 5.60545 179.534 120.317 99.1555 18.5686 17.9043 133.113 125.988 114.616 109.507 70.3996 49.7569 42.8899 37.3574 8.74722 28.6101 21.1548 9.38522 11.7696 39.1071 8.3456 20.6428 14.5813 21.162 15.748
internal_count=4034 1670 2364 156 75 81 1640 2208 2075 501 496 753 713 651 610 348 270 245 196 53 143 110 57 53 262 56 78 57 133 104
is_linear=0
shrinkage=0.00196078


Tree=603
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 2 2 0 1 0 0 0 0 2 2 2 2 1 1 2 2 2 2 1 1 1 1 1 1
split_gain=0.195574 0.221123 0.461447 0.27207 0.181368 0.741108 0.704783 0.657033 0.552775 0.363654 0.903325 0.325008 0.515876 1.01404 0.283255 0.469494 1.97568 1.39822 1.37239 0.898472 0.747338 2.31781 0.758193 0.437383 0.390941 0.379359 1.77268 1.53483 1.29062 0.327082
threshold=49.283271594150008 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.47721625100000004 0.34551360740000009 42.686561923500008 42.719328117250008 0.47754558250000007 0.34536391125000004 0.47709649410000005 0.47769527860000011 0.4778150355000001 0.47808448850000007 35.171584490050009 41.535369675400013 39.952536079750011 41.571132012400007 0.32388251845000005 0.34311846950000008 38.969453495950006 37.999598532650005 37.198331469900005 38.179089776100007 0.33992994225000006 0.34509445825000007 0.34398670700000006 0.34219035360000005 0.32168198560000011 0.31060447290000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 9 -7 -8 -6 10 14 -10 -13 -14 24 16 19 -17 -18 20 21 22 -16 -21 -1 26 27 28 29 -19
right_child=1 3 -4 -5 8 6 7 -9 11 -11 -12 12 13 -15 15 17 18 25 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.033558482680156654 -0.0039695294108611535 0.053399361621048948 -0.053624019250434876 -0.049563269836472183 0.017711466616789864 -0.05711912923276577 0.05233386358061845 -0.025089407072945207 -0.019049615971062566 0.019729641268718009 -0.041538609240744338 0.018076860006674082 -0.038736516685872878 0.0010551841595522571 -0.029791179516739357 0.063717545836017908 0.0075698906137204487 -0.0098521515181198057 -0.072890707116308795 0.0020445515480478561 0.010492996162305189 -0.087965686093674084 0.031804002464784792 0.037082556298075484 -0.013515130567504641 0.022318707378952564 -0.061706087196931242 0.056096477649511846 -0.058442581575838877 0.0091239895327444691
leaf_weight=1.292319270985909 1.5215815305709837 0.22755329310894001 0.63851313203485904 0.084606339984020451 4.8167290100827804 1.1217800232407165 0.35848361253738381 0.99320432939566672 1.9404969736933697 1.9945786856114853 1.3198152761906374 4.2194532305002204 1.5502276164479543 213.65682352183467 0.87653475510888013 0.89212299045175214 0.73258960619568769 3.3418339072668424 1.6725346706807611 1.5651397898327561 2.1991284862160683 0.9987918147817253 1.0622914719860999 1.8902106303721664 0.63099231497471908 1.6906739445403207 1.1062706024385978 1.1854414716362942 0.91294569917954582 6.2942764279432595
leaf_count=70 11 1 83 160 30 76 2 104 16 19 8 17 18 2827 33 3 28 155 86 36 12 21 17 8 21 42 34 3 42 51
internal_value=0.000649229 -0.0130738 -0.0186471 0.0254928 0.000779558 -0.00255144 -0.0283946 -0.00455584 0.00128222 -0.000532321 -0.00189472 0.000924734 0.00110138 0.000768548 -4.87408e-05 -0.00137096 -0.00910999 0.00414708 -0.0483828 0.00188336 -0.0111183 -0.0272967 0.00395709 0.0212117 0.0181148 0.000489894 -0.00238419 0.00320839 -0.00273487 0.002543
internal_weight=262.788 2.47225 2.16009 0.31216 260.316 34.132 2.47347 1.35169 226.184 31.6585 29.6639 221.367 219.427 215.207 28.3441 26.4208 10.9972 15.4236 2.40512 8.5921 5.13675 2.93762 1.93883 3.45535 1.92331 14.5314 12.8408 11.7345 10.5491 9.63611
internal_count=4034 255 94 161 3779 871 182 106 2908 689 670 2878 2862 2845 662 571 241 330 114 127 83 71 50 44 91 327 285 251 248 206
is_linear=0
shrinkage=0.0490223


Tree=604
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 1 0 0 0 2 1 1 1 1 1 2 2 1 0 1 2 2 1 1 2 2 1 1
split_gain=0.17695 0.790932 0.725662 0.460941 0.525318 0.379034 0.353217 0.915063 1.12444 0.521966 0.441462 0.623902 1.40702 1.21656 0.854816 1.56837 0.661359 1.45192 0.403476 0.373148 1.15845 1.03608 0.586098 0.565501 0.417753 2.14577 1.20083 0.708094 0.389885 0.497866
threshold=0.45280081435000008 0.56065686655000013 0.56395018115000017 38.903925214650009 39.184300550350009 42.402981339000007 0.44805544745000009 0.43929822460000006 0.57537199485000012 0.5681267027500001 0.54646567465000018 41.827117825850003 0.43287626120000006 0.42473279245000012 0.4301667614500001 0.42473279245000012 0.42209814075000007 38.064633603500006 49.420225120050006 0.42473279245000012 0.54064249575000012 0.42114008565000011 42.006870117350005 42.686561923500008 0.41615520495000008 0.40509266190000009 39.792680591700012 36.893814626400008 0.4025178887000001 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 9 -9 10 19 12 14 18 15 16 17 -12 -13 21 22 24 -21 -24 25 28 -26 -27 29 -1
right_child=1 2 3 4 5 -7 -8 8 -10 -11 11 13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 26 27 -28 -29 -30 -31
leaf_value=0.001400796298609983 -0.069967768246453621 0.016237610568100459 -0.060584075359901207 0.017354725448600634 -0.055430666463348405 -0.0035278327945042556 0.011913154241824731 -0.067260594185728051 0.013291985291120854 0.024619756041936953 0.023422115697762029 -0.061341467541783705 -0.062782741376008283 0.022528364713389055 0.030717526227841168 -0.071107248630814524 0.029666690166906467 -0.060444512952309161 0.0041174644267155417 -0.07929277694799651 0.028915552252543383 -0.035354158931106702 0.058485422439291786 -0.057454172416875116 -0.01348867333437245 -0.0070373202232251048 0.021756125455412549 -0.068831254119898114 0.016780494909861877 -0.010688848735815916
leaf_weight=193.51517222430994 0.53099599317647417 3.033174445386976 0.6275631217285994 1.1386826356174427 0.8051214675651861 0.77997021893315832 7.889186292566591 1.2168430182209697 0.81457794074958645 2.5635439984907853 1.1974191411864001 0.801562493026722 1.5976723290514199 3.3879206291749142 1.3329478199593721 1.1582409003749488 1.3259770199656484 1.1295056287199257 0.39618370914831758 0.46443840092979272 3.7875729668885469 2.2142782812006763 0.25435835123062134 0.22170706269389484 3.9939201315864912 0.76490349881350939 8.5467995311191753 1.6451824474570456 4.3923966811853452 10.091391782436402
leaf_count=2065 19 23 287 25 260 359 75 51 46 60 18 40 38 25 22 34 8 32 27 12 21 18 1 73 25 8 39 67 23 233
internal_value=0.000633101 -0.00774201 -0.00256673 -0.0195859 -0.0101398 -0.029891 0.000860495 0.000507208 -0.0349599 0.000801544 0.000549463 -0.00923332 -0.0184208 0.00627751 -0.00688522 -0.0173032 -0.000243362 -0.0172873 -0.0396893 0.00107404 0.015827 0.000764253 -0.0368827 0.00449153 0.00112297 0.000562208 0.0105315 -0.0492193 0.00113903 0.000801595
internal_weight=261.619 6.91551 6.38451 3.35134 2.72377 1.58509 254.704 246.815 2.03142 244.783 242.22 12.3274 7.74176 4.58567 6.14409 4.81114 3.6529 2.32692 1.19775 229.892 4.72808 225.164 0.940504 0.476065 222.95 210.409 12.5407 2.41009 207.999 203.607
internal_count=4034 973 954 931 644 619 3061 2986 97 2889 2829 244 152 92 114 92 58 50 67 2585 107 2478 86 74 2460 2396 64 75 2321 2298
is_linear=0
shrinkage=0.0530633


Tree=605
num_leaves=31
num_cat=0
split_feature=2 0 2 2 0 0 1 2 2 2 0 1 1 2 1 0 2 2 0 0 1 1 2 2 1 2 1 2 2 0
split_gain=0.165734 0.209841 0.475286 0.34154 0.16159 0.732532 0.569448 0.722885 0.530278 0.496574 0.587301 0.460621 0.783889 1.51901 0.704513 1.4935 0.376575 1.53445 1.42364 0.668854 0.321578 1.07803 1.49829 1.04818 0.755365 1.01693 0.318878 0.758824 1.65762 0.712807
threshold=49.283271594150008 0.39718870690000002 49.835088602800006 50.448116877400004 0.47736594710000008 0.47754558250000007 0.34551360740000009 42.686561923500008 42.719328117250008 44.756878345700009 0.46495613905000005 0.34536391125000004 0.34512439750000007 41.741384785950011 0.34503457980000002 0.4764977096500001 39.952536079750011 41.32819714970001 0.47396784530000008 0.45798030000000006 0.34512439750000007 0.34494476210000008 41.436838994450007 40.377444152000002 0.34527409360000011 41.50623664750001 0.33992994225000006 39.458743938000005 37.311503175250003 0.45589952400000006
decision_type=2 2 2 2 2 2 2 2 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 11 -8 -9 -10 -11 12 14 -14 15 16 18 19 26 -18 21 22 23 -7 25 -22 27 28 29 -1
right_child=1 2 3 -5 5 20 7 8 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0048385311511256546 0.0038613126101171053 -0.057466731813931811 0.025783894695319384 -0.050939121627718159 0.024717864533669295 -0.0053620997212704986 -0.057553962757965101 0.053030519428160908 -0.052537128956792925 -0.051223154983343275 0.042393304310567599 0.021526599204052869 -0.079245460566649092 0.0052470877524039379 0.030369949712192954 -0.042019306180192964 -0.0093844828064980172 0.0019526682691607118 0.043446270672918653 -0.077978135130454568 0.034797256868814866 -0.026024257209092655 -0.022451708109148979 0.024307023698054094 0.00074240115887908324 0.001444942763068424 -0.011414556657936854 0.055096500310088399 -0.066377252394408795 0.052764736150619045
leaf_weight=1.2572498096851767 1.0701540932059281 0.6267870645096989 0.48203204193850979 0.2075261115351168 3.2493021190166465 5.5828750580549293 1.0291054226836416 0.32559204101562489 0.58595372570562154 0.25949841272085905 0.47286155447363853 2.1792421946302047 0.93635642436129218 1.2319437381811438 1.7843366479501117 2.1505602216348043 0.57806994987185933 12.480973852652822 2.297140546143055 0.92283675074577332 3.8999623507261258 4.7526783784851423 4.8650952335447064 6.3791109807789326 188.50157201352522 5.5224083005450666 3.9137783338956069 0.72072485089302052 0.74902389908675093 0.93771860003471363
leaf_count=94 4 37 23 191 15 29 76 2 53 53 4 20 66 41 10 26 27 275 15 24 19 30 32 24 2713 31 58 3 32 7
internal_value=0.000533288 -0.0125832 -0.0259521 0.0026937 0.00065482 0.00114995 -0.00251327 -0.0246887 -0.0041147 -0.0182282 0.00922202 -0.000668986 -0.00228342 -0.0312401 -2.42859e-05 -0.00210954 0.001488 -0.00379168 0.00896293 -0.0515595 0.000801071 -0.00499511 0.000944404 0.0104599 0.00143303 0.0152496 -0.00148942 0.00911025 -0.00214774 0.0197703
internal_weight=259.952 2.3865 1.31635 0.689558 257.566 222.753 34.813 2.67301 1.64391 1.31831 0.73236 32.14 29.9607 2.1683 27.7924 26.0081 23.8575 13.9819 9.87564 1.50091 219.504 21.5798 16.8271 11.962 197.924 9.42237 7.5785 3.66472 2.94399 2.19497
internal_count=4034 255 251 214 3779 2893 886 188 112 110 57 698 678 107 571 561 535 326 209 51 2878 115 85 53 2763 50 194 136 133 101
is_linear=0
shrinkage=0.0500028


Tree=606
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 2 2 0 2 0 1 0 1 2 0 1 1 1 0 2 0 0 1 0 1 1 1 0 0 1
split_gain=0.162547 0.250154 0.203068 0.277981 0.188887 0.17023 0.345768 1.31675 0.318116 1.02982 2.01213 0.405653 2.2165 1.37037 2.11632 1.81004 1.10966 0.919324 1.06225 2.18642 1.8882 1.21378 0.88879 0.793249 0.763552 0.760312 0.687705 1.20406 1.09299 0.503283
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.59897907245000015 42.310579034350006 42.434124620650003 0.49649711085000009 42.006870117350005 0.4815274992000001 0.34569324270000007 0.47997065955000012 0.34569324270000007 41.481306584950012 0.48200652675000005 0.42039160505000012 0.34584293880000011 0.34545372890000009 0.48447651265000008 40.720231579350006 0.48797940185000005 0.49336846205000007 0.34623214870000002 0.4815274992000001 0.37413550490000008 0.36042334060000009 0.34554354660000003 0.47883296910000012 0.4784437592000001 0.34674111555000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 8 7 -7 11 10 -10 12 26 17 -15 16 -16 23 19 -19 -20 -22 -18 -13 -24 -23 27 28 -1 -14
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12 13 29 14 15 -17 22 18 20 -21 21 25 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016050079406754573 -0.052469625903633313 0.039963612235137454 -0.057956778612955166 0.015891732094465844 -0.052478761363130254 -0.045289754875048917 -0.00063301360207736581 0.0098915125605690286 -0.0696840499680908 0.019289351033167888 0.024854849078102426 -0.0039489689809300513 0.056530240630459194 0.024704887196426419 -0.067955344842496546 0.0098135605604153433 -0.0056695505029737987 -0.044154575052110095 0.039495475368649474 0.0032748611217688975 -0.033070841832186872 0.031108941434903552 -0.021206922837710151 0.025737057746009102 -0.06824718440221722 0.00050818775894736427 -0.022630513632773717 0.023221693740523845 -0.037418106525761462 0.02062328676395115
leaf_weight=29.465009988784008 0.38640169364225485 0.2269068695604799 0.2851454948886385 0.57399015538976528 0.13509804999557673 2.1503150646458371 60.282187761418754 2.5679915407672524 1.1429799376637659 7.9709928934462368 1.3048820756375787 3.6771007366478425 2.4006385803222647 2.8954421281814566 2.2611270621418935 3.0725334940943858 3.1648248732089996 4.3470381989900471 3.4315617680549613 6.66115902364254 2.8750108238309613 2.2521327529102555 2.0067405328154568 7.2181292399764061 1.7467577438801525 90.480429994873703 2.9828618690371504 6.7631991654634467 2.0795982629060736 1.88671229485044
leaf_count=441 434 5 50 102 329 29 1226 25 33 57 10 21 23 10 18 33 14 28 20 32 25 43 17 43 39 804 14 29 13 67
internal_value=0.000503593 -0.0159875 -0.00444353 -0.0145783 0.00286554 0.00060671 -0.00169453 -0.0152567 0.00138543 0.0102257 -0.0192882 0.000878428 0.00512627 -0.000544219 -0.0152952 -0.0247482 -0.0363167 0.00130326 -0.000123879 -0.0154546 0.00158013 0.000219266 -0.0259761 0.0157181 -0.043098 0.00125137 0.00142953 0.00330298 -0.000967616 0.0407289
internal_weight=258.695 1.60754 1.22114 0.994234 0.709088 257.087 65.0005 4.71831 192.087 10.4189 2.44786 181.668 45.578 136.09 15.1474 12.252 9.17945 120.943 110.047 11.0082 99.0391 95.6076 6.91832 10.8952 3.7535 92.7326 41.2907 38.3078 31.5446 4.28735
internal_count=4034 920 486 481 431 3114 1280 54 1834 100 43 1734 587 1147 131 121 88 1016 952 60 892 872 70 64 56 847 497 483 454 90
is_linear=0
shrinkage=0.0520229


Tree=607
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 2 0 0 1 0 0 0 1 0 1 1 2 2 0 0 1 1 0 0 1 0 0 1 0 2
split_gain=0.153547 0.279449 0.363972 0.28695 0.656636 0.222415 0.358634 0.583422 0.831831 0.499705 0.328947 0.740809 0.182235 0.881285 0.629374 1.34638 0.876663 1.74741 0.840725 1.79458 1.81662 1.06344 1.53935 2.88422 1.15125 1.64469 1.13999 0.840902 1.07648 1.568
threshold=32.724174661450007 0.38906020780000011 0.53043322055000008 30.317390213800007 0.38052752915000004 35.419594101850009 0.54429508100000012 0.51191581090000016 0.36575252235000005 0.49485045360000007 0.5681267027500001 0.56859076075000015 0.35862698720000002 0.49949103320000005 0.36945001650000003 0.37078231190000005 38.625745710700009 43.120094701700005 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37413550490000008 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 0.38976377950000002 0.52688542260000015 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 9 -2 -8 -12 13 -7 16 -16 -14 -18 19 20 -17 -20 -23 -24 -25 -26 -27 -28 -29 -30
right_child=5 2 -4 -5 -6 12 10 -9 -10 -11 11 -13 14 -15 15 18 17 -19 21 -21 -22 22 23 24 25 26 27 28 29 -31
leaf_value=-0.052431913132667478 -0.0033382078699973811 0.054274657963004361 -0.050272489461261921 -0.046548878834103136 0.050767677539853812 0.0010070435107824066 -0.020590939468979556 0.031137046127208915 -0.024701303854238198 0.029570631263613065 0.058800871544340258 -0.051883847400721758 -0.00064985949410362989 0.035523569410569861 0.032174001854828403 0.032951324063940537 -0.048322176339328955 0.012431806787776606 -0.06752855141369353 -0.042581317415393331 -0.043995913513960677 0.032633794908584472 -0.070841725125418434 0.020263434650872866 -0.038941423907829432 0.025199932017355892 0.054861119919300483 -0.024089061059958818 -0.056708025818111706 0.00086323987594770621
leaf_weight=0.29257149786280823 2.0012193149887008 0.26432171463966359 0.1147754062385502 0.6980748405403574 0.30020102113485336 126.69401147193275 1.7517103692516678 2.635413589887321 1.7808117559179661 2.4867416396737099 0.41925778985023487 0.22240465478171245 7.0948383342474681 1.8029627539217461 3.0426892936229697 2.2621935699135061 3.3023767221020535 1.7356793287035541 0.5525791347026815 3.4216740948177176 1.0938754017697645 3.4876357337925574 1.3816826920083247 6.5811005564173675 2.6630770608317098 4.1617381441174066 0.63849073462188144 4.8016780371981431 1.156075598031747 68.551253430588986
leaf_count=48 41 1 108 38 3 1293 22 14 13 18 1 80 32 35 29 11 55 81 5 74 61 21 24 44 29 27 3 141 66 1616
internal_value=0.000434006 -0.0143827 0.022622 -0.0252502 -0.000167981 0.000530763 0.00725544 0.0117837 0.00364755 0.0148963 -0.00959142 0.0204368 0.000219942 0.00149135 -0.00118931 4.56327e-05 -0.0117541 -0.0273916 -0.000924627 -0.0175992 0.00787118 0.00027799 0.000679053 -0.000560135 0.000536456 -0.00104731 0.00022511 -0.00115802 -0.00163806 -9.15627e-05
internal_weight=257.393 1.66994 0.379097 1.29085 0.592773 255.723 11.2976 8.90419 6.26877 4.48796 2.39337 0.641662 244.426 128.497 115.929 103.796 12.1329 5.03806 100.753 6.77774 3.35607 93.9753 93.4227 89.9351 88.5534 81.9723 79.3092 75.1475 74.509 69.7073
internal_count=4034 198 109 89 51 3836 189 86 72 59 103 81 3647 1328 2319 2151 168 136 2122 146 72 1976 1971 1950 1926 1882 1853 1826 1823 1682
is_linear=0
shrinkage=0.0490223


Tree=608
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 2 0 0 1 2 1 0 2 1 2 1 0 2 2 0 2 2 1 2 2 2 2 2 2
split_gain=1.32959 1.87276 1.42845 1.8444 2.20914 1.90731 1.73631 1.12133 1.07881 1.17064 1.40089 1.39747 1.17773 2.17746 1.31638 2.1178 1.10372 1.06974 1.02604 2.73148 0.888952 1.01865 1.33952 1.59087 1.25067 0.931806 1.2549 0.823002 0.802148 2.47065
threshold=0.39072183470000005 0.53544804050000006 36.491284729650012 36.728658719300007 0.39587138110000003 0.39476362980000007 43.631818398850008 0.47883296910000012 0.5398790455000001 0.41988263825000011 41.178189531300006 0.40301188585000008 0.54499865270000014 40.636252116050009 0.4349121284000001 39.952536079750011 0.4662734648500001 0.53158588065000012 39.110279783550006 41.385032804600009 0.4784437592000001 41.872294782850005 42.434124620650003 0.34623214870000002 41.741384785950011 41.571132012400007 41.481306584950012 42.660927378600007 41.243661560350013 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 18 -6 20 -3 10 -10 -12 13 -11 15 -14 -16 -8 -5 -20 21 24 23 -23 25 26 -1 -21 -9 -30
right_child=1 8 3 4 6 -7 17 28 9 12 11 -13 14 -15 16 -17 -18 -19 19 27 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00016324025539409817 -0.0023320592843228934 0.00055798338523852572 0.0027727367664853501 -0.0014388173663571807 -0.0021120994016090985 0.0016522991864958885 -0.0019473881989791112 0.00047482258687127555 -8.1565065736296109e-05 -0.00042518732606991927 -0.00049002131164692765 -0.0027418031222060089 -0.0021071112822869981 0.0013623401056558251 0.00027239721573442155 -0.000114600703325032 -0.0014063177901947957 0.0014475266713487608 0.0014942025063997401 -0.0022741840999762706 -0.00083854554626499093 -0.0024066803801048708 -4.4734929465670651e-05 0.00098805125474201285 0.0015924207091349916 -0.0011056958412109289 0.0015032613886519261 0.00026040866629507923 -0.0012757163889849852 0.00028420455407109513
leaf_weight=27.406522988283545 1.5823396220803285 15.788063738960771 0.64300638437271018 2.4764269376173598 4.2616521735617416 2.081380121409893 0.52261322381673359 81.739158596843481 8.7049035797826928 4.0261765848845226 2.4260078514926127 1.7554324684606397 2.6104057761840513 6.723937202244997 27.995249775587585 8.0509243862470594 1.5262203559541365 0.99791730707511306 2.4356959387660027 1.4871891709044578 3.9759230306372038 1.914593961322683 21.750790225283708 0.69542526151053596 2.6067790214437982 1.8787526856176544 2.8511979435570529 0.69449584849644441 3.9925208985805503 62.287416881881654
leaf_count=419 30 71 1 28 140 7 183 433 71 22 51 39 74 29 449 64 755 12 24 43 31 66 446 11 16 22 12 25 27 433
internal_value=0.000170391 -1.61686e-05 -0.000591723 -0.000415201 -0.000552248 3.42304e-05 -0.00148287 0.00025593 0.000108061 -3.24403e-06 -0.000520851 -0.00143535 0.000127714 0.000692868 -2.34822e-05 -0.000602463 0.00018561 0.000280679 -0.000440524 9.48879e-05 4.13125e-05 0.0001005 -0.000200885 -0.00150217 0.000311822 0.000207945 0.000289511 -0.00146735 0.000347392 0.000190239
internal_weight=307.889 96.79 17.1827 15.6004 14.9574 9.17519 5.78218 211.099 79.6073 63.8193 12.8863 4.18144 50.9329 10.7501 40.1828 10.6613 29.5215 1.52053 7.09381 4.61738 63.08 59.1041 24.3608 2.61002 34.7433 32.1365 30.2577 2.18169 148.019 66.2799
internal_count=4034 2118 493 463 462 127 335 1916 1625 1554 161 90 1393 51 1342 138 1204 195 120 92 1023 992 523 77 469 453 431 68 893 460
is_linear=0
shrinkage=0.00192234


Tree=609
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 1 1 1 0 2 1 1 2 0 2 0 0 1 0 0 2 0 2 2 0 0 2 2 1
split_gain=0.155156 0.39045 0.585404 0.424509 1.75069 1.06082 0.414098 0.682073 0.821971 1.16255 1.76134 0.869489 1.15636 1.18681 1.52658 0.786983 0.859007 1.42651 0.66539 0.379924 1.35171 1.14167 1.95587 0.303622 0.474089 0.747722 0.786662 0.292401 0.292398 0.934392
threshold=42.558389508100007 0.55769288345000012 0.56719858685000013 0.47997065955000012 42.686561923500008 0.48028502140000007 0.34524415440000006 0.34530403280000005 0.34542378970000004 0.48351845755000006 43.018222997350009 0.34575312120000007 0.34608245260000009 43.157831852650006 0.50339810185000011 43.487767439550005 0.50889194935000015 0.53158588065000012 0.38370108680000009 0.4778150355000001 0.47769527860000011 42.719328117250008 0.46898296455000005 48.96897326980001 48.226196960950006 0.45798030000000006 0.37331217625000007 42.47354681640001 42.310579034350006 0.34641178410000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 3 -3 4 -2 -5 -7 -8 -9 10 -10 -11 -13 14 -14 -15 -17 -18 -16 20 21 -6 23 24 25 26 -23 28 -1 -30
right_child=1 2 -4 5 19 6 7 8 9 11 -12 12 13 15 18 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012116047456545466 -0.068308034219964633 -0.058969961726122774 -0.0059731346993173702 0.049955629479506991 0.05968241984355712 -0.020326495925018968 0.039185510708546811 -0.039556225957315616 0.058850439431690445 -0.040972533460120211 -0.013331993620718782 0.059718362814360958 -0.054958913196719757 0.032067527577075344 0.020919613761844005 0.025667383382664468 -0.063256370269001619 0.0014670489237461521 -0.022223263161980561 -0.019785401287882847 0.059150408595330703 0.018098271545049508 -0.050941983396651055 -0.0088895216828600472 0.018612468005171474 0.029560925349871488 -0.054046018221819279 0.012916349961197227 -0.034425713550256698 0.0044475842120263228
leaf_weight=190.76464688101623 1.1797459933441157 0.78738683470874038 1.9890298750779036 1.245524793863299 0.73175287246704179 2.2861358672380474 1.3211480528116251 1.2933249846100832 2.2464098073542149 1.4356701150536562 1.5435106977820394 0.86674711108207958 2.2100097108632353 2.7748502080794415 1.9249076880514624 2.5791662792762491 1.1186445194689438 5.2318912519258447 1.9451578333391806 3.0497300736606112 0.98911492526531297 0.6334407320246086 2.2909182314760974 4.5637564770877361 4.4932753816246986 0.90415972657501686 1.1546961004787588 5.560731353936716 2.5993599265930234 4.6980433228600305
leaf_count=2412 25 46 416 3 3 14 4 8 52 15 15 3 19 28 13 57 201 97 39 32 4 11 109 34 17 15 195 56 38 53
internal_value=0.000499394 -0.00201392 -0.0210029 -0.000959775 -0.00683343 0.00295114 0.000916735 0.00274997 0.000837522 0.0030255 0.0294529 -0.00196069 0.00104221 -0.00181742 -0.0204634 0.00786848 0.00034878 -0.00993396 -0.000764697 -0.00297797 0.000274219 -0.00366806 -0.00696977 0.00160406 0.00826882 -0.00899409 -0.0284892 0.00115098 0.000820659 -0.00939922
internal_weight=256.413 52.7901 2.77642 50.0137 19.9906 30.0231 28.7776 26.4914 25.1703 23.877 3.78992 20.087 18.6514 17.7846 6.08008 11.7046 8.9297 6.35054 3.87007 18.8108 15.7611 14.772 14.0402 11.7493 7.18557 2.6923 1.78814 203.623 198.062 7.2974
internal_count=4034 1475 462 1013 445 568 565 551 547 539 67 472 457 454 71 383 355 298 52 420 388 384 381 272 238 221 206 2559 2503 91
is_linear=0
shrinkage=0.0520229


Tree=610
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 2 1 1 0 0 0 2 1 2 0 2 1 1 1 2 0 2 2 1 0 1 2 2
split_gain=0.151534 0.706819 0.698247 1.38446 0.588513 0.612786 0.429792 0.406702 0.294916 0.824512 1.00541 0.439326 0.3961 0.534096 1.29104 1.18204 1.10776 0.720076 0.711714 1.4054 0.546311 1.34969 0.386267 0.326271 0.639232 0.314725 1.00596 0.856379 0.503619 0.48734
threshold=0.45280081435000008 0.56065686655000013 0.46280051495000007 0.4662734648500001 0.56341127510000011 0.45368402140000008 0.58415915690000009 42.522337019050006 0.44805544745000009 0.43929822460000006 0.57537199485000012 0.5681267027500001 0.54646567465000018 41.827117825850003 0.43287626120000006 42.094663496250007 0.5654770815500002 43.487767439550005 0.4301667614500001 0.42473279245000012 0.42209814075000007 38.064633603500006 0.57152480465000022 39.458743938000005 42.198888176300009 0.42473279245000012 0.54064249575000012 0.42114008565000011 42.006870117350005 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 -3 -6 -7 -5 9 11 -11 12 25 14 18 -15 17 -17 19 20 21 -14 -13 -10 -25 27 28 -1 -27 -30
right_child=1 2 3 7 5 6 -8 -9 23 10 -12 22 13 15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00088541999974538861 -0.06445914855970683 -0.067749003379717315 0.03652810104445648 -0.055176499069966245 0.013371147548805652 -0.052835175064974205 0.01665122789318868 0.020460225198416788 0.02654211551879224 -0.062494345024298688 0.010815348446819041 -5.4396686394517239e-05 0.021229771781033697 0.041959489280172083 -0.058401633471273771 -0.059584221643287964 0.027443149947804672 0.0056081265288207083 0.025961069861068366 -0.065520896565163994 0.025423284233404401 -0.056547550211755927 0.039742227341555879 -0.012696827492494558 0.021150631142344035 -0.072573389378460557 0.025246626739233897 -0.030498593797012884 0.054389497000572988 -0.054068006506009597
leaf_weight=217.41746664392849 0.49550545398960721 0.51960018742829595 2.152193969173823 0.70562157635777101 1.3739661868894475 0.89761569641996153 0.29593598280189326 0.23759599034747225 2.1967591588618225 1.1329639845644113 0.79663228242316098 1.1198207444977009 1.1872012582607556 1.4639987647533415 1.4861684972420333 1.1957121351733806 1.0687775460537521 0.65603701741201792 1.3280899724923072 1.0794017736334351 1.3011233508586881 1.0523085957393048 1.3388683844677869 2.8632432008162141 2.7206542231579078 0.43633400701219116 3.6745381029322743 2.1958428407087913 0.22422569990158081 0.19252907342161052
leaf_count=2460 19 10 24 478 9 106 53 274 18 51 46 15 18 7 38 25 11 49 22 34 8 32 45 34 23 12 21 18 1 73
internal_value=0.000435965 -0.00699691 -0.00239154 0.01439 -0.0192182 -0.00939681 -0.0356063 -0.0361236 0.000636011 0.000325846 -0.0322285 0.000589319 0.000370215 -0.00855155 -0.0167147 0.0052897 -0.0130921 -0.0364879 -0.00629902 -0.0155726 -0.000345315 -0.0153165 0.0216167 0.0102171 0.00379474 0.000840654 0.0138901 0.000571621 -0.0350261 0.00428516
internal_weight=254.807 6.67804 6.18253 3.09541 3.08712 2.56752 1.19355 0.943218 248.129 240.348 1.9296 238.418 235.96 11.8188 7.43429 4.38453 2.92053 1.85175 5.94812 4.62003 3.54063 2.23951 2.45869 7.78066 5.5839 224.141 4.52763 219.613 0.853089 0.416755
internal_count=4034 973 954 776 178 168 159 752 3061 2986 97 2889 2829 244 152 92 85 74 114 92 58 50 60 75 57 2585 107 2478 86 74
is_linear=0
shrinkage=0.0500028


Tree=611
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 0 2 2 2 1 1 2 0 1 0 2 2 1 1 0 2 1 2 1 0 1 1 1 2 2
split_gain=0.150587 1.18127 0.556539 0.753092 0.325053 0.567225 1.22603 0.360037 0.298447 0.235929 1.19484 0.235427 0.538261 0.501314 0.772755 0.253894 2.95566 1.16468 0.858987 0.843895 1.24486 1.28447 1.45755 0.776204 0.689797 1.44464 1.30822 0.872034 0.67718 1.47437
threshold=0.39672464895000009 49.122847560300009 0.39718870690000002 0.42314601355000009 0.31118828780000007 0.39606598605000004 44.952171034750002 48.778770352700008 35.050303764500008 0.32388251845000005 0.33204095685000007 32.724174661450007 0.51675099550000014 0.38052752915000004 0.53043322055000008 39.458743938000005 39.525197829750006 0.34674111555000003 0.35738450945000005 0.47700667645000011 42.488347682450005 0.3447052483500001 41.289992964000007 0.34515433670000012 0.50086823750000009 0.36945001650000003 0.36575252235000005 0.36491422415000008 39.896141435400004 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 5 6 -1 -6 -4 -5 -11 12 -12 -14 -15 17 -17 -13 -19 20 21 -18 -23 -22 26 -26 27 -20 -21 -30
right_child=2 -3 3 9 7 -7 -8 -9 -10 10 11 15 13 14 -16 16 19 18 24 28 23 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.049342827346790671 0.023869371608168474 -0.054159258482663661 0.0067384738299774011 0.01083117670524786 0.0051143007076715485 -0.01467611140332742 0.040500320932615387 -0.035576261308200775 -0.049694460840762414 -0.052079343728258176 -0.065881310552760711 0.017366797775075597 -0.059340638764142868 0.049062055078036911 -0.054736656540421431 -0.062751237774410565 -0.071529819229373445 -0.027212350782751814 0.015376219377629025 -0.010216649821174446 0.02365119762903542 0.013299550966541646 -0.054794383950638167 -0.021464562468385639 -0.030498957854365138 0.001550892579597524 0.041336300946974575 -0.018451744849476898 0.027072941388334545 0.00094649822782330139
leaf_weight=0.39531242669909183 2.1627629282011176 0.94997808337211598 0.25799235673912224 4.634868253953754 1.0006031546945449 1.2484573870897295 1.8000656329095364 0.86532733589410771 0.88936611358076334 0.92545070569030841 0.3736320064854215 10.253952583298085 0.23482741042971611 0.51507549732923508 0.21776124494772375 1.6026814961805929 1.2384016513824452 2.3019928787834933 4.2771346461959165 10.780104640325588 2.0347367355134343 1.6187860184872991 1.1454669392551293 1.3561664191656744 3.2442695647478095 40.056402935237202 2.5319775260868482 2.6237270534038544 4.7584124963032073 147.06076931419921
leaf_count=123 15 15 21 44 46 5 13 4 178 54 18 69 4 4 109 30 12 26 48 104 35 19 43 132 19 637 14 16 29 2148
internal_value=0.000359424 -0.0067164 0.000538677 0.000332667 0.00177167 0.0101848 0.0243226 -0.013756 -0.0370051 0.000508394 0.000308333 0.000511847 -0.0187871 -0.000603173 0.0182184 0.000621122 -0.000311745 0.00307291 0.000409737 0.00027693 -0.0149866 -0.0324331 -0.0149176 0.00560749 0.00161553 -0.000850418 0.0129353 0.00251473 0.000970979 0.00176537
internal_weight=253.356 6.25974 247.097 244.934 5.30977 3.44384 2.19538 1.86593 1.14736 243.787 239.152 238.226 1.3413 0.967664 0.732837 236.885 171.596 65.2895 55.0355 169.993 7.39356 4.00265 2.76425 3.3909 52.7335 43.3007 9.43284 6.90086 162.599 151.819
internal_count=4034 206 3828 3813 191 141 136 50 199 3614 3570 3516 135 117 113 3381 2552 829 760 2522 241 74 62 167 734 656 78 64 2281 2177
is_linear=0
shrinkage=0.0461948


Tree=612
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 1 2 2 1 0 2 2 2 1 0 0 1 2 2 2 2 1 0 2 1 1 0 0 0
split_gain=0.14277 0.366126 0.511107 0.403845 0.3796 0.473853 0.345611 1.29303 0.661146 0.800306 0.446561 1.54673 0.544857 1.0458 0.519404 0.63748 0.824666 0.403239 0.309982 1.50154 1.08173 1.75073 0.285416 0.230851 0.228333 0.28104 1.41459 2.18686 1.07005 1.42644
threshold=42.558389508100007 0.55769288345000012 0.56719858685000013 0.54300769440000007 0.54386096225000014 0.43639411995000005 0.39193437325000008 43.631818398850008 43.680097826700013 0.40099098830000007 0.47997065955000012 42.686561923500008 42.686561923500008 42.660927378600007 0.34566330350000002 0.50339810185000011 0.51675099550000014 0.34739977845000009 44.262924377150007 43.631818398850008 43.426640904350009 42.779078631750004 0.37078231190000005 0.5681267027500001 42.47354681640001 0.34515433670000012 0.34503457980000002 0.4778150355000001 0.47997065955000012 0.47865333370000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 -3 6 -5 -6 10 -8 -9 -10 11 -2 13 -12 -14 17 22 -16 19 20 21 -13 -17 -4 25 26 -1 -28 29 -27
right_child=1 2 23 4 5 -7 7 8 9 -11 12 18 14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.00027447576179153712 -0.075012064753890453 -0.066171260432418402 0.020654386755018996 0.043431684184504347 -0.030630199315747054 0.041790319662500151 -0.070060280722318694 0.067641830442558531 -0.067727233160355019 0.0093515779230774945 -0.015838245056242459 0.018640279887808701 0.013863986232035658 0.061741691484280457 -0.0068310127761510402 0.047845340736688696 -0.018432321815033924 -0.035627093328248399 0.0021271395677378725 -0.072924461123646839 0.040511006990471873 -0.06757694630679735 0.012476343775186829 -0.022246186345886095 0.012950215599319428 0.0022604323204402795 0.0049339963011555566 -0.080738636124690011 2.5373714480923595e-05 0.034517832137415057
leaf_weight=31.796289663223433 1.0963109189178819 0.70800039614550714 0.64395846566185344 1.3128221742808812 0.7667365164379587 0.52070703631034121 1.1934727099724103 0.44936521071940694 0.6125585675472397 1.8855931986981884 0.99597664922476092 1.8666093600913911 7.3821421749889877 1.4866057001054287 4.8098129034042341 1.460029222071171 2.113755026133731 2.5561682656407356 11.964718536590224 1.1966466275043783 1.561272475752048 1.4259315173840148 1.6890745526179669 1.2989357733185896 5.442570610321126 12.377150524756873 2.124564972218649 1.9717449750751255 139.86458976992253 7.5910911932587615
leaf_count=424 25 46 4 7 40 10 44 3 96 131 6 20 38 51 33 20 33 30 189 61 30 120 26 412 56 152 62 17 1803 45
internal_value=0.000411866 -0.00235685 -0.0235562 -0.00119446 0.0212645 -0.00133969 -0.00247105 -0.0186122 0.00221958 -0.00954851 -0.000864513 -0.00744934 0.00473024 0.0306177 0.00151861 -0.00569784 0.00987442 -0.0168239 -0.00333782 -0.0141447 0.000346685 -0.0186986 0.0288746 -0.0080271 0.00111375 0.000784612 -0.00390014 -0.0363042 0.00183664 0.0145233
internal_weight=252.165 50.9972 2.65089 48.3463 2.60027 1.28744 45.746 4.14099 2.94752 2.49815 41.6051 19.1115 22.4936 2.48258 20.011 12.6288 5.26286 7.36598 18.0152 6.05046 4.85381 3.29254 3.1491 1.94289 201.168 195.725 35.8926 4.09631 159.833 19.9682
internal_count=4034 1475 462 1013 57 50 956 274 230 227 682 445 237 57 180 142 79 63 420 231 170 140 46 416 2559 2503 503 79 2000 197
is_linear=0
shrinkage=0.0585862


Tree=613
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 2 0 2 0 2 2 2 2 0 0 2 1 2 2 2 1 2 1 2 1 0 1 2 2
split_gain=0.950098 1.52938 1.67484 1.94326 1.25266 1.24856 1.33721 2.6547 2.11508 1.58813 1.60687 1.21857 2.28544 1.32695 1.51554 1.17084 1.08264 1.17968 2.70322 1.08224 1.06946 1.0367 2.06277 1.59788 1.42275 1.61883 1.02038 1.11728 2.01061 1.64114
threshold=0.39072183470000005 0.53544804050000006 0.3975479776000001 43.631818398850008 0.5398790455000001 36.491284729650012 41.385032804600009 0.52688542260000015 39.110279783550006 0.52453519355000011 48.457543166250012 40.563919884450009 40.316494640950005 40.94178426300001 0.48597347385000006 0.4778150355000001 39.420767558750008 0.33750486510000005 35.782584506850007 41.243661560350013 41.147265497500008 0.41804137600000008 38.969453495950006 0.40301188585000008 40.750688432250008 0.42114008565000011 0.47865333370000007 0.3453339720000001 39.749124837650008 40.040005255000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 -4 -3 -2 7 8 -7 -8 -11 12 16 14 15 -13 17 18 -1 20 -15 22 -6 -24 -23 -26 -18 -28 -29 -30
right_child=1 4 3 -5 21 6 9 -9 -10 10 -12 13 -14 19 -16 -17 26 -19 -20 -21 -22 24 23 -25 25 -27 27 28 29 -31
leaf_value=0.00085986182431874636 -0.0022769297813372913 0.0005908955993502408 -0.0021606461993114046 0.00057275709045246119 0.00036502464042698605 -0.0030150983166199762 0.0016996257667429386 0.0012903392779331467 0.00053067793909229635 -0.0022259203968871214 0.0016558112733487042 0.00034122829937423819 0.0012476998885362475 0.00014930790198196064 0.00056413836545329333 -0.001725532052217637 -0.00077407757499901668 0.00050833201615495 -0.0026619254220036814 8.7781638801865549e-05 0.0013486298472869115 -0.00024781439329932909 -0.00045774807556225405 -0.002718518477829866 0.0014689625807299631 0.0001816633688030041 0.00088516704199401782 -0.0012862053096354721 0.00091202330507465616 -0.00065441680788475693
leaf_weight=1.8385215918533497 0.93465478066355245 15.475138191133736 3.7626247453736132 1.2908765424799638 4.0577635357622039 1.1701061162166282 0.6774252729956064 5.0713041685521603 1.3263694662600753 2.3575001595309009 0.47318307310342778 1.336733779637141 10.177399806911124 5.7605171832256001 2.5623506084084511 4.1814933493733406 5.5542476656846729 50.271564234208199 1.4332895302213726 104.46463081281399 5.253172489348799 24.779673553261091 2.4791679445188493 2.163448202481959 4.3295389368431669 21.719636870730028 5.609825603663924 3.9931384325027457 6.5023698359727842 3.9871260151267052
leaf_count=68 15 71 121 138 34 23 15 24 26 129 2 71 52 43 12 23 38 328 59 1074 33 679 51 45 21 724 21 32 35 27
internal_value=0.000148636 -1.45286e-05 -0.000533967 -0.00146242 0.000103647 -0.000143315 3.67335e-05 0.000491504 -0.00113124 -0.000944308 -0.00157704 0.000219188 0.000390185 9.55099e-05 -0.000657583 -0.00122488 0.000279978 0.000435539 -0.000682935 0.000148207 0.000721346 -2.30171e-05 -0.000636182 -0.00151126 8.19384e-05 0.000395621 -4.47898e-05 0.00015681 -0.000125317 0.000316609
internal_weight=304.995 92.0684 17.064 5.0535 75.0044 12.0105 11.0759 7.56778 2.49648 3.50811 2.83068 212.926 89.3675 123.559 8.08058 5.51823 79.1901 53.5434 3.27181 115.478 11.0137 59.5292 8.70038 4.64262 50.8288 26.0492 25.6467 20.0925 14.4826 10.4895
internal_count=4034 2118 493 259 1625 234 219 73 49 146 131 1916 660 1256 106 94 608 455 127 1150 76 1554 130 96 1424 745 153 115 94 62
is_linear=0
shrinkage=0.00192234


Tree=614
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 1 2 1 0 1 0 0 2 2 0 2 1 2 1 0 2 1 0 0 1 1 2 0
split_gain=0.138515 1.7535 0.517241 1.21922 0.500972 0.343244 0.456543 0.315679 0.374009 0.449648 0.34921 1.36082 0.783027 0.402413 0.296521 2.1411 0.660161 1.92264 0.98316 0.464643 0.322793 1.44807 1.31038 0.846474 0.806189 0.935384 1.59606 0.888845 1.89088 0.625042
threshold=41.218101594450012 41.147265497500008 41.32819714970001 0.49094338495000006 0.48200652675000005 0.57152480465000022 0.4591329601000001 0.44805544745000009 42.536568606950006 0.45107930900000009 0.54386096225000014 0.42473279245000012 0.54300769440000007 0.55832160710000012 41.685324604100011 41.741384785950011 0.48119816770000007 41.481306584950012 0.3453938505000001 41.770271989050009 0.40099098830000007 0.52507409960000018 43.631818398850008 0.39162001140000008 0.50339810185000011 0.50706565670000014 0.37668033890000002 0.35275889945000011 43.426640904350009 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 10 -9 -10 12 -12 14 -13 16 -16 18 -18 -4 -17 21 24 -23 -24 27 -26 -27 29 -29 -21
right_child=2 -3 5 -5 -6 6 -8 8 9 -11 11 13 -14 -15 15 19 17 -19 -20 20 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00068642673940073526 -0.016955784239552244 0.044321903369006654 0.0032760753476636863 -0.05081124110449093 0.013500829030086741 -0.063814028490112945 0.0046488707840916538 0.044435688006125851 0.021949478277301294 -0.034740594437102749 -0.049125951747414173 0.02496980568745814 0.043967194857029275 -0.0098741928399857948 -0.086143607701871752 0.027830376448664877 0.024841415154030388 -0.032963132034217996 0.043223129296679125 -0.0065499579588248653 0.011473236541803471 -0.067346704462796128 -0.06884289368911635 0.014952603493393552 0.046734286938202481 -0.041391254407227851 0.031689168862846111 -0.086610154156695623 0.0065941755416005195 0.0058420841509946465
leaf_weight=133.47870775848241 3.7086727460846287 3.1089717244612975 5.5245788370957616 2.2501936246990226 3.4291683956980705 0.6388502606878308 0.64654613206221256 1.1494739484041923 1.4368479680269959 0.68004347346140992 2.2517773204599498 1.9800945296883581 1.3671891391277302 2.442035841755569 0.96920646843500335 1.898110058158635 3.6563396295532575 3.9480474010924809 3.2156498432159424 27.236220867343945 6.3104661363031473 2.0643525075865901 0.51460106787271831 1.7508096436504272 2.5049835518002501 1.6537931119091807 2.4412980605848134 1.2453630213567515 1.6960812720353713 26.486530266702175
leaf_count=1801 23 31 37 33 29 77 402 10 8 74 92 14 7 37 14 8 27 36 26 501 162 77 13 92 30 23 37 41 87 185
internal_value=0.000442724 0.00167965 -0.00102515 -0.0139456 -0.00232379 0.000122318 -0.0293776 0.000485445 0.01806 0.003738 -8.20359e-05 -0.0127798 0.000814879 0.00572788 0.000181292 -0.00131424 0.00720592 -0.00516956 0.0179731 -0.000229621 -0.000950293 -0.00211013 -0.0342455 -0.00408203 8.91873e-05 0.0190875 0.00217581 -0.00212368 -0.0328671 -0.000440401
internal_weight=251.685 136.588 115.097 9.38803 7.13784 105.709 1.2854 104.424 3.26637 2.11689 101.158 6.67391 94.4836 4.42213 93.1164 76.7718 16.3446 7.60439 8.74023 75.8026 73.9045 67.594 4.32976 2.26541 63.2643 6.60007 4.09509 56.6642 2.94144 53.7228
internal_count=4034 1832 2202 85 52 2117 479 1638 92 82 1546 143 1403 51 1396 1270 126 63 63 1256 1248 1086 182 105 904 90 60 814 128 686
is_linear=0
shrinkage=0.0574375


Tree=615
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 2 1 2 1 2 1 0 1 1 2 2 0 1 0 2 1 2 2 2 1 1 0 0 2
split_gain=1.03848 0.87283 0.802406 0.636869 1.22383 1.68911 1.39177 1.1367 1.84041 1.50963 0.88834 0.949991 2.53454 1.25194 1.01385 0.890215 1.01456 1.16438 1.14663 0.96775 1.10536 1.15139 1.15024 1.14088 1.69642 1.01646 1.10329 2.55435 0.983447 0.968822
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 42.094663496250007 0.47997065955000012 0.47961138885000004 42.434124620650003 0.3459626957000001 42.283941020600004 0.34575312120000007 42.066503896600004 0.39542229275000007 0.53544804050000006 0.3975479776000001 0.39476362980000007 37.198331469900005 34.654301448200009 0.54386096225000014 0.44670818240000004 0.54136103710000005 40.80591513400001 0.44805544745000009 40.890797847750008 39.458743938000005 40.206947806850003 0.41911918805000009 0.42209814075000007 0.54386096225000014 0.56188437470000008 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 5 6 -5 9 -9 -6 11 14 13 -13 -1 16 17 -14 -18 -17 21 25 -22 29 -25 -21 -27 -28 -24 -23
right_child=1 2 -4 4 7 -7 -8 8 -10 -11 -12 12 15 -15 -16 19 18 -19 -20 20 22 23 28 24 -26 26 27 -29 -30 -31
leaf_value=0.00025926441212036706 -0.0021999379923735647 0.0023251278306888664 -0.001984628769119162 -0.0023401642066498227 0.00031986140478724052 -0.0026037810583595107 -0.00012540923812960302 -0.0020477763662235561 8.0026336001380564e-05 0.0018005632817863092 0.0013674313401572605 9.9689034343064556e-06 0.0022864972747991433 -0.0021798109417450777 0.001463703265124015 0.00065814176948109245 -0.0024329216917772429 -0.00073663730443191962 0.00046598698704556523 0.00032943499414837092 0.0013487287760812832 0.00014172546519794827 0.00048685158196095556 -0.0024985648943406324 0.00036410743419564939 -0.0020251443623299538 0.0014545021982869128 -0.0013032250715098129 -0.00087683763715336977 0.0017679843346847153
leaf_weight=154.2765328243986 1.3077308655119839 0.39960154891014088 0.28423023350478616 1.1404055083403424 14.560868080705406 1.1965102180838574 25.119006025895942 1.6344200959429134 35.677466363311396 3.2354807853698722 2.5422884332947424 1.5231401156634081 0.72984877228736822 2.943909411522327 2.7346153333783141 12.35087003558874 1.7502111365320163 1.4894250106299294 0.74910730583360408 3.0345677174627808 3.9416458159685126 3.5484290984459204 7.1205500820651633 1.2153201069450008 2.3060634443536401 2.726953146979211 1.7881741449236868 4.6475942083634436 2.8457836881279945 2.3352852826938033
leaf_count=1196 479 1 277 39 74 15 469 21 718 55 15 27 2 98 9 45 46 65 26 22 20 47 42 44 18 25 6 84 37 12
internal_value=0.00014994 -0.00126127 0.000533806 0.000159335 1.28024e-05 -0.000325407 -0.000221593 0.000181304 -1.31805e-05 0.000589062 0.00021519 0.000201506 -1.52015e-05 -0.00143316 0.000280242 0.000105264 -0.000707292 0.000257576 -0.00156405 0.000185374 2.09399e-05 -0.000256638 0.000452084 0.000258875 -0.000623874 -0.00065414 -0.000979887 -0.000536992 9.74642e-05 0.000787198
internal_weight=301.156 1.99156 0.683832 299.164 82.5642 27.4559 26.2594 55.1082 37.3119 17.7963 216.6 214.058 57.0469 4.46705 157.011 52.5798 4.71859 2.21927 2.49932 47.8612 35.5104 21.6024 13.908 9.4051 3.52138 12.1973 9.16272 6.43577 9.96633 5.88371
internal_count=4034 757 278 3277 1391 523 508 868 739 129 1886 1871 666 125 1205 541 139 67 72 402 357 258 99 121 62 137 115 90 79 59
is_linear=0
shrinkage=0.00196078


Tree=616
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 0 0 2 2 2 2 2 0 2 1 2 1 0 1 2 1 0 1 0 1 2 2 2 0
split_gain=0.145491 0.626832 0.598943 0.427684 0.41263 0.34774 0.271549 0.535334 0.467262 1.10382 0.696234 0.65673 0.772158 0.284714 0.233875 0.672902 0.668383 0.624189 0.29877 0.537618 0.225617 0.193569 0.296038 0.176551 1.1239 0.603055 0.343645 1.11913 0.909644 0.491465
threshold=0.45280081435000008 0.56065686655000013 0.56395018115000017 38.903925214650009 39.184300550350009 42.402981339000007 0.5654770815500002 0.56341127510000011 39.420767558750008 33.151194885250007 40.94178426300001 42.283941020600004 42.558389508100007 0.5718990449500001 33.96174662340001 0.38052752915000004 34.654301448200009 0.36575252235000005 0.49094338495000006 0.33992994225000006 42.536568606950006 0.31100865245000009 0.46495613905000005 0.34311846950000008 0.46989611090000011 0.34398670700000006 38.969453495950006 39.051326806600009 37.311503175250003 0.44284602260000011
decision_type=2 2 2 2 2 2 2 2 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 14 9 -8 13 -12 -13 -10 15 17 -16 18 19 21 -7 -1 -23 24 26 -25 28 -28 -18 -29
right_child=1 2 3 4 5 20 8 -9 10 -11 11 12 -14 -15 16 -17 23 -19 -20 -21 -22 22 -24 25 -26 -27 27 29 -30 -31
leaf_value=0.058590650486356442 -0.069522365049772633 0.015309676986079556 -0.063007663720221499 0.015726476955548033 -0.057313201327716473 0.015060024349981729 0.044913085877477429 -0.030845199356963938 0.044714004655992838 -0.062698108932406751 -0.038716724580469944 0.042484211273739331 -0.010473034239023021 0.014677116397612754 0.028248990553583958 0.0073174680210320526 0.0050042955902084626 -0.083727764417923942 0.036282778692959053 -0.076798224710594845 -0.055549750786642052 -0.057909325820598018 0.057303332235692006 0.024577019094811001 -0.048987367528664512 0.00051766374838019226 0.076120504560192218 0.002779330214790883 -0.070825802903581744 -0.031063120733314263
leaf_weight=0.16454786062240534 0.46447816884028625 2.8508292003534734 0.56932277167288736 1.0809705438732637 0.69885781827178994 0.5446972893550992 0.46747430195682571 1.6699400895740826 2.1830525249242769 0.76748438918730244 1.0454078391194341 1.4203374311327936 2.0508243934345955 1.7192960265092549 2.6634020907804361 2.2277494398877025 1.3902094638906484 0.60610265843570221 0.27072403952479362 0.40223979060465354 0.18468559952452779 0.18766352083184756 0.10657551884651184 3.2252464070916167 1.5982379794586439 204.85656603363168 0.60255485773086448 12.724587220160172 0.73814451519865532 1.4576735487207759
leaf_count=1 19 23 287 25 260 11 12 26 19 53 18 9 80 29 35 27 38 8 4 29 348 59 1 15 13 2234 1 263 32 55
internal_value=0.000459189 -0.00776185 -0.00292383 -0.0198087 -0.0100071 -0.0294837 0.000674135 0.000301181 0.00974862 -0.0219636 0.0144004 -0.000356732 0.0111961 0.0314804 0.000524198 -0.0127683 0.000754128 -0.0385163 -0.0143035 -0.0302089 -0.00281894 0.0106381 -0.0161785 0.00043095 -0.00473564 0.000890581 -0.000554003 0.00243173 -0.0212947 -0.000699046
internal_weight=250.94 6.39384 5.92936 3.07853 2.50921 1.42824 244.546 234.892 9.65388 1.23496 8.41892 4.51657 3.47116 3.90235 233.222 3.9656 229.257 1.73785 1.13175 0.861027 0.729383 0.458787 0.294239 226.593 18.5114 208.082 16.9132 14.7848 2.12835 14.1823
internal_count=4034 973 954 931 644 619 3061 2841 220 65 155 107 89 48 2815 129 2686 102 94 90 359 61 60 2651 402 2249 389 319 70 318
is_linear=0
shrinkage=0.0552071


Tree=617
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 2 1 0 1 0 2 1 1 2 1 0 0 2 2 2 0 0 0 2 1 0 2 2
split_gain=0.12512 1.18011 0.961852 1.2625 1.42586 1.01941 0.586101 1.72037 1.10629 1.00777 2.0756 0.864432 0.90045 1.86817 0.877573 1.69753 0.57898 0.85912 1.66159 1.16579 0.564198 0.510745 0.728141 0.682752 1.5746 1.03309 1.2387 0.668687 0.506297 0.494945
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37413550490000008 0.38370108680000009 40.040005255000004 0.38552737940000009 0.52005927965000021 0.38780276035000005 0.5216909673500002 38.244973486750006 0.38976377950000002 0.39019789825000006 37.828051409500013 0.39019789825000006 0.52432561900000019 0.52688542260000015 38.400997490450003 37.038444968100009 36.79544512155001 0.52432561900000019 0.52863686715000002 0.5296248615500001 35.050303764500008 0.46280051495000007 0.54386096225000014 38.625745710700009 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 -7 -8 -10 -11 -12 14 -14 -13 20 -15 29 -19 -20 21 22 -16 -24 -25 27 -27 -26 -21 -18
right_child=2 -3 5 -5 -6 6 8 -9 9 10 11 12 13 16 15 -17 17 18 19 28 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.00069492398722745816 0.023357798431624471 0.033727551807134853 -0.068052806459021689 -0.04817369351563594 -0.047872584092894445 0.039323352420275209 -0.052368061412454169 -0.015126741061050839 -0.036651984985423748 0.043424727331320127 -0.037990310538231993 -0.063408907176992171 0.057572704390301661 -0.041302396586404375 0.035705817377960643 -0.063250241576270377 0.0012952354186879346 -0.060721198210448517 0.038970770714951225 -0.02902302677922565 0.010527361674645488 -0.067930593901035952 -0.06247415183816548 0.07133966882903231 0.038850837815825719 -0.065206213391076781 0.029093313995193357 -0.015709074580181438 0.00087738575515250558 0.034178794549716951
leaf_weight=143.15299403546305 2.2909956984221931 2.988117914646863 0.5877178031951179 2.6351249088329496 1.138528768729884 3.6471830084919921 1.0954399572219689 2.7579219760373235 1.961143983513465 3.0213197499979279 1.6287090834230173 0.82489661127328773 1.6460697655566026 0.84565719962119956 0.88936988264322092 1.3704562159400655 1.9622117485851038 1.1858739059753123 2.1618063758651251 1.5763414564353286 5.3671542627198505 0.41139788406144351 0.71421299315989006 0.59710025787353505 0.94284224906004999 1.7191493053687739 0.48288918586877105 1.7115606137122084 55.28131986650078 3.3598888161359355
leaf_count=1640 13 30 8 68 62 16 12 31 27 17 20 5 8 5 4 60 12 89 17 33 87 18 16 1 5 57 53 196 1382 42
internal_value=0.000389336 0.00137034 -0.000991634 -0.0210953 -0.000289165 0.00025565 0.000668837 0.0158781 -0.000404549 0.000230316 0.00105507 -0.000456663 0.000279415 0.00282585 -0.0112438 -0.00821481 0.00146811 0.00202008 0.000249021 0.00147409 -0.00233871 -0.0115847 -0.00830004 -0.0146455 -0.00838176 -0.0181835 -0.0445271 0.00367057 4.84164e-05 0.0220549
internal_weight=249.955 146.141 103.814 6.06465 3.42952 97.7496 97.1619 6.4051 90.7568 89.6614 87.7002 84.6789 83.0502 68.0192 15.031 14.2061 66.3731 65.5274 60.2053 59.0195 12.8357 7.46852 7.05712 6.16775 5.45354 4.85644 2.20204 2.6544 56.8577 5.3221
internal_count=4034 1670 2364 143 75 2221 2213 47 2166 2154 2127 2110 2090 1588 502 497 1580 1575 1521 1432 437 350 332 328 312 311 110 201 1415 54
is_linear=0
shrinkage=0.0520229


Tree=618
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 2 1 2 2 1 2 2 2 1 1 1 0 1 1 2 1 2 0 1 0 0 2 1 2
split_gain=1.18705 1.64981 2.56188 1.4538 1.45263 1.19037 1.09876 0.846097 0.988957 0.757929 0.737768 0.723387 2.5554 1.64362 1.11215 1.8503 1.21958 1.10461 1.01579 1.70177 2.9758 1.61015 1.74334 0.977824 2.08661 0.928629 1.30727 0.839128 0.941442 0.803091
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 0.47721625100000004 41.385032804600009 0.34551360740000009 42.686561923500008 35.782584506850007 0.4662734648500001 40.563919884450009 40.316494640950005 40.94178426300001 0.34479506600000004 0.34527409360000011 0.34988473400000003 0.51675099550000014 0.34569324270000007 0.34545372890000009 42.47354681640001 0.34524415440000006 41.50623664750001 0.5231430197000001 0.39019789825000006 0.48386275860000011 0.4815274992000001 41.243661560350013 0.34587287805000005 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=5 2 -2 4 -4 7 -6 9 -9 -1 -3 12 14 -13 -7 -16 -17 18 19 21 -21 22 -15 24 29 26 -24 -20 -29 -18
right_child=1 10 3 -5 6 11 -8 8 -10 -11 -12 13 -14 17 15 16 23 -19 27 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00090050129188443519 -0.0028256514931058758 7.1758478393922891e-05 0.0019381660988136299 -0.002061675208423278 0.00069993137382500859 -0.00060631926661766796 -0.0024425624178919451 -0.0022640880400978391 -0.00010756644911203762 -6.1332783732453815e-05 -0.0013183313563848451 -0.00069463355285236887 0.0013945212538243631 0.00058124801826646237 0.0014815454692434363 -0.00049263484945254404 0.00021781684472284638 -0.00085314226298908308 0.0014866247136900677 -0.0019325517411755899 0.00045458185463942381 0.00083354957643947292 -0.00089685089226913004 -0.00040755917810064837 0.0018004675169924645 -0.0014820792211924201 0.00062679245118168905 0.0010300814298001395 0.00029731310745210858 0.00098004238214869461
leaf_weight=3.467246771338977 2.0054590867366633 78.414621502612135 1.4955167873413304 1.1299772518104871 0.9602965787053106 4.643130335956811 0.77140291035175323 1.3928012619144277 1.9796216498943975 34.40725689654937 1.4958941329132347 7.261046588420867 9.7656157352030259 9.5564388446509856 5.4269961118698111 6.8497786670923224 31.534021211788058 3.2164699689019463 3.2322116903960696 3.927567318081854 4.1074610874056816 13.019395589828489 4.8910297220572811 5.2248875666409722 4.2153010070323935 3.025876782834529 3.8844599351286888 8.5004212688654643 32.566689408617094 6.3916252199560395
leaf_count=98 49 1052 21 190 17 23 32 69 107 601 757 36 44 38 19 32 183 38 21 31 25 72 41 28 13 23 14 80 236 44
internal_value=0.000163193 -3.07748e-05 -0.000991705 -0.000147605 0.000522587 0.000241948 -0.000699924 -5.70806e-05 -0.000998204 2.6719e-05 4.57365e-05 0.000313975 0.000459975 0.000202733 0.000318009 0.000389967 0.0002807 0.000275189 0.000317043 0.000100149 -0.000712263 0.000290036 -4.12824e-05 0.000392535 0.000491736 -0.000545391 -0.000222412 0.000524697 0.000448988 0.000346275
internal_weight=298.761 86.2732 6.36265 4.35719 3.22722 212.487 1.7317 41.2469 3.37242 37.8745 79.9105 171.24 74.0514 97.1891 64.2857 59.6426 54.2156 89.928 86.7116 42.4122 8.03503 34.3772 21.3578 47.3658 42.1409 11.8014 8.77549 44.2993 41.0671 37.9256
internal_count=4034 2118 309 260 70 1916 49 875 176 699 1809 1041 386 655 342 319 300 619 581 244 56 188 116 268 240 78 55 337 316 227
is_linear=0
shrinkage=0.00196078


Tree=619
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 0 2 2 2 0 0 1 2 2 1 0 0 0 2 0 0 2 0 2 0 1 1 0 0
split_gain=0.932725 1.54123 2.21522 1.38224 1.18503 1.23695 0.922746 0.912301 1.83097 1.52012 1.00323 1.80485 0.809443 0.801391 1.5868 1.45743 0.973712 1.2154 1.18776 0.735756 0.889602 1.53691 0.981946 0.886814 1.59592 0.99996 0.732186 0.999275 0.842538 0.744333
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 41.385032804600009 0.47883296910000012 41.872294782850005 47.927946529500012 41.741384785950011 0.4778150355000001 0.47769527860000011 0.4662734648500001 42.719328117250008 42.434124620650003 0.34575312120000007 0.46989611090000011 0.45798030000000006 0.37331217625000007 37.198331469900005 0.52812790035000023 0.5296248615500001 37.828051409500013 0.5296248615500001 35.050303764500008 0.56294721715000018 0.34536391125000004 0.34524415440000006 0.4784437592000001 0.42569084760000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 7 9 10 26 11 13 19 14 15 -9 17 18 -15 23 -21 22 -22 -3 -25 -26 27 28 29 -1
right_child=1 12 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.001102468490048063 -0.0026786676203361288 0.0013437615338384042 0.0018430365493878132 -0.0020508171504001662 0.0008893849250092541 -0.0024259451256055061 0.00033054421137119772 -0.0024764225388395123 0.00038624327982252153 0.001653118543024945 -0.002170207330568 0.0017608606308648635 -0.0014153703525784016 0.00075517045100398036 0.00061923121093560409 0.00098168272125688408 -0.0021501565958654658 0.0010843312737889724 -0.0020744263859416873 0.0018376282020926065 0.00044398202893466022 0.00018511831127754957 -0.0022511636885448627 0.00019633622977308711 -0.0024739230292381421 9.7580565374072304e-05 0.00077636486211498312 -0.0010494318868635782 -0.0010801202554054235 0.00031499022202388004
leaf_weight=1.516207205393594 1.9392904649139371 0.87514186277985473 1.4117164683993908 1.0941228333394972 0.98300114646553971 0.77284323982894421 143.28810386243276 1.6213613568106668 10.6353243291378 2.7162359822541466 1.5489216702990223 1.2296694442629821 1.3800323027789989 0.78899994958192143 3.5488800741732121 0.65902026218827803 2.5403561932034791 1.1689514466561375 2.058058358146809 1.1935570251662273 0.75697007775306646 68.028961618663743 1.658381061570253 3.2060364758362994 2.2015995876863603 0.79001462017185975 5.6965064539981531 3.074689139291876 2.0443180203437796 23.501063817180693
leaf_count=225 49 6 21 190 17 32 893 57 54 16 40 5 757 11 40 12 106 15 195 12 5 795 75 79 45 35 67 19 12 149
internal_value=0.000171742 4.04194e-07 -0.000941356 -0.000150788 0.000505511 -0.000569873 0.000242948 4.78946e-05 -0.00023749 0.000238893 -0.000674941 -0.000504834 7.33194e-05 -0.000729777 -0.000200823 -0.00147705 -0.00120007 -0.000599085 -0.00129027 9.94206e-05 0.000158987 0.000130546 -0.00140651 -0.000503911 -0.000764812 -0.00179485 0.00013169 9.8303e-06 0.000130182 0.000229083
internal_weight=293.928 86.2917 6.20097 4.26168 3.16756 1.75584 207.637 64.3486 25.7995 38.549 15.1642 13.6153 80.0907 12.3856 5.82926 2.28038 6.55637 4.01601 2.84706 78.7107 71.6379 70.4443 2.41535 7.07279 6.19765 2.99161 35.8328 30.1363 27.0616 25.0173
internal_count=4034 2118 309 260 70 49 1916 1023 535 488 481 441 1809 436 109 69 327 221 206 1052 887 875 80 165 159 80 472 405 386 374
is_linear=0
shrinkage=0.00196078


Tree=620
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 2 0 1 0 2 0 1 1 1 2 0 2 2 0 2 1 2 2 1 2 1 2 0 2
split_gain=0.738198 1.49478 1.34239 2.71741 1.62544 0.999128 1.68408 0.988906 1.44809 4.52766 1.5611 2.92 2.68859 2.20059 3.03915 2.97122 1.50665 2.55678 1.71575 1.39977 1.38917 1.21437 1.20212 1.08313 1.05121 1.03876 0.971662 0.960136 1.54537 0.865943
threshold=0.5231430197000001 0.52284362740000012 38.244973486750006 0.52366695610000014 37.828051409500013 38.400997490450003 38.748048509250005 0.47883296910000012 0.35651627195000007 0.50339810185000011 41.257403903850005 0.48447651265000008 0.34554354660000003 0.34569324270000007 0.34545372890000009 42.47354681640001 0.5054040298000001 40.137820134150012 42.558389508100007 0.4784437592000001 42.824128352900011 0.34587287805000005 39.952536079750011 41.919251152600005 0.38906020780000011 40.720231579350006 0.4662734648500001 43.308802343500005 0.50889194935000015 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 -7 19 10 22 11 12 -9 14 20 -16 -11 24 -19 -8 23 -15 -10 -12 -18 -24 -4 -20 -29 -23
right_child=2 -3 26 4 -6 6 7 8 9 16 13 -13 -14 21 15 -17 17 18 27 -21 -22 29 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00050010205098643306 -0.0041273238179788422 0.001745405139042088 0.00015569830005797728 -0.00011971598071727288 -0.002209486559980984 -0.0013488976481527623 4.1305472930441335e-05 0.00078336442208012177 -0.0031957380466888043 0.0013386451656217852 0.00022522306586141052 0.0016612405065613734 -0.00067695996420417482 0.0011586461020500177 -0.003092934488813719 -0.0002618341795111804 0.0014141769604108056 -0.0017001163267197008 0.0010501779177075736 -0.0011941666524903961 0.00080105964881701922 0.00012069062425717727 0.0002809673395267307 -0.00088715160221569222 0.00013161384111086576 -0.0018183438214425692 -0.0013683726298343902 0.0011551361831509254 -0.0023610168516020684 0.0010927078886393447
leaf_weight=34.004900732659735 0.68589641153812664 2.26374757150188 78.050874410953838 15.316757790813428 1.4468868042749807 2.6349855312146238 51.614412729744799 15.696143478155141 1.3792561516165758 3.8697879167739329 7.4572415128350311 8.6180210299789888 6.2655094116926184 8.3594846948981303 2.2867905702441922 3.1037810742855072 4.0534026771783846 3.6963483789004377 1.8994883249979468 3.4766291081905356 7.0995562672615042 16.840166185051206 1.2328676267643461 5.332271546125412 5.1584428772330284 2.6084718952479307 1.5146446583530622 0.77228331938385952 1.0443468510056844 4.0354649275541297
leaf_count=369 5 14 1030 438 58 22 767 62 15 26 34 62 27 72 22 23 26 37 14 28 34 91 14 35 31 62 544 7 42 23
internal_value=0.000158289 0.000222438 2.28659e-05 -0.000450525 -0.000300086 0.000205416 0.000145958 0.000169701 0.000272299 -0.000119623 0.000390733 0.000731561 0.000366744 0.000199548 -0.000207653 -0.00146284 0.000279513 3.29699e-05 -0.000790971 -3.66614e-05 0.000132544 0.000551656 -0.00168648 -0.000238554 0.000695968 -0.00114458 0.000126685 0.000113337 -0.000866235 0.000308591
internal_weight=301.819 204.804 97.0151 17.4495 16.7636 202.54 168.535 165.9 110.809 25.7147 85.0944 30.5797 21.9617 54.5148 25.2796 5.39057 20.4941 16.6243 7.41247 55.091 19.8891 29.2351 5.2206 12.7895 9.21185 3.84134 79.5655 3.71612 1.81663 20.8756
internal_count=4034 1959 2075 501 496 1945 1576 1554 759 274 485 151 89 334 148 45 183 157 100 795 103 186 91 69 57 76 1574 63 49 114
is_linear=0
shrinkage=0.00188464


Tree=621
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 2 2 1 2 1 0 2 2 1 0 1 2 1 2 2 1 0 1 2 2 2 0 2 1
split_gain=1.001 1.45101 2.4087 1.43776 1.28171 1.09699 1.0133 1.99079 1.49078 1.39865 1.33052 1.77033 1.20804 1.16838 1.05429 1.17215 1.02694 1.78207 1.36057 2.13305 2.77504 1.16141 0.933533 1.38077 2.27487 2.9941 0.923547 1.31475 3.03328 1.02273
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.47721625100000004 0.52453519355000011 40.563919884450009 40.316494640950005 0.37286308795000006 42.660927378600007 0.34569324270000007 0.47754558250000007 40.94178426300001 39.420767558750008 0.34674111555000003 0.49336846205000007 0.34545372890000009 42.47354681640001 0.34518427590000006 42.198888176300009 42.899217095850013 0.34503457980000002 0.47883296910000012 0.3453339720000001 39.792680591700012 40.040005255000004 36.620308449100001 0.5216909673500002 37.784765830350004 0.36533337325000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 -4 7 13 10 -10 11 -8 -13 14 -6 -16 18 -18 21 -20 -21 -14 -15 -24 -25 -26 29 28 -28 -17
right_child=1 -3 3 -5 6 -7 8 -9 9 -11 -12 12 16 22 15 26 17 -19 19 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-5.2033324689657296e-05 -0.0026738469647185951 7.2812938847949355e-05 0.0018155592383888824 -0.0020091969337344981 0.0013945344329575221 -0.00048327841269469956 0.0012763520924104963 0.0013110632153308353 -0.0016650335109479788 3.9858336744966727e-05 0.00050354631515111604 -0.0011015529667682438 7.3320474142922647e-05 -0.00085873024555842184 -0.000518547827265338 0.001683133182370559 -0.0016008050371531654 0.00029567683927887283 0.0012646562858590832 -0.0015789871965930316 0.00076259363190359455 -0.0011718395475303011 0.0010854273211221119 -0.0010934969484781498 0.0013288811868787489 -0.00085443596936100744 0.00062368491276014112 0.0009550494708738291 -0.0013860427004297325 0.00060046842460173533
leaf_weight=42.075748127623228 1.9302110522985447 84.059110309157404 1.4387865896569567 1.0559589687327386 4.9237860962748519 1.6431218190118668 3.8554563205689183 9.4843436107039434 2.9494419377297154 4.4777206047438085 42.613433159887791 3.91574503481388 10.592366470955314 3.7134217321872738 4.1244602352380744 4.4927343204617491 3.5584840318188062 3.7716866228729486 7.9914454221725446 3.0536980517208576 4.8261863961815834 3.7475642319768658 4.8326992243528393 5.4120685346424571 5.8474014736711961 3.8488872274756432 7.6528888493776339 6.7543516606092444 4.3542150519788265 11.419829227030275
leaf_count=875 49 1809 21 190 21 49 17 44 26 59 306 19 53 17 24 22 30 25 35 28 29 28 17 38 29 27 32 24 39 52
internal_value=0.000177253 7.27848e-06 -0.000900549 -7.335e-05 0.000248742 0.000589932 0.000322228 0.000486468 0.00018984 -0.000637181 0.000259699 3.03773e-05 -8.54965e-05 0.000370393 0.00055659 0.000450249 2.04828e-05 -0.000624984 0.000177093 0.000564861 -0.000144841 -0.000252087 2.62322e-05 0.00019103 -9.50604e-05 0.000462226 0.000565487 0.000276557 -0.000105116 0.000906147
internal_weight=304.417 90.1272 6.06808 4.13787 214.29 3.08191 172.214 76.8611 95.3532 7.42716 87.9261 45.3126 41.4572 67.3767 43.7223 38.7985 37.5414 7.33017 30.2113 15.8713 7.87988 14.3399 23.6545 19.9411 15.1084 9.69629 34.674 18.7615 12.0071 15.9126
internal_count=4034 2118 309 260 1916 70 1041 386 655 85 570 264 247 342 214 193 228 55 173 92 57 81 128 111 94 56 169 95 71 74
is_linear=0
shrinkage=0.00192234


Tree=622
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 0 2 1 2 0 0 0 0 2 2 2 2 2 1 1 2 1 2 2 1 0 1 1
split_gain=1.01822 0.695034 1.849 1.14128 1.67149 1.52612 0.908448 1.05668 1.26665 1.77712 1.12605 1.11191 1.01196 1.16086 0.96081 3.79711 1.4141 1.15194 1.18248 1.50698 1.39315 2.78781 1.20426 0.899775 0.673535 0.697513 0.639912 1.41031 0.637369 1.25652
threshold=0.4662734648500001 0.37078231190000005 0.50278434775000014 0.51191581090000016 0.3782970569500001 0.5054040298000001 0.47721625100000004 0.50008981770000005 38.625745710700009 0.35651627195000007 37.038444968100009 0.48637765340000011 0.49053920540000012 0.49336846205000007 0.48351845755000006 41.319407281650008 42.047301293400004 40.159267750750011 40.563919884450009 40.94178426300001 0.34479506600000004 0.34518427590000006 43.077238082650005 0.34494476210000008 42.522337019050006 42.536568606950006 0.34569324270000007 0.48119816770000007 0.46280051495000007 0.45368402140000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -1 8 10 11 -8 14 -13 -14 17 -16 -17 -10 -19 -20 -21 23 26 -22 -2 -26 27 -23 29 -5
right_child=24 3 -4 28 -6 -7 7 -9 9 -11 -12 12 13 -15 15 16 -18 18 19 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.5898871754358342e-05 -0.0020624031896565856 0.00057803266829620768 0.0010400264626661691 9.121121086753752e-05 -0.0024898169720877703 -0.0013426134616054371 0.0003527578906082539 -0.00066410759558417837 -0.00034027311744300984 -0.00098552632560956884 0.0015570616013537999 0.0011160200735076575 -0.00043764132894996043 0.00086592382941805626 0.00080652025855728357 -0.0021301438255302051 -0.00040596893429865145 0.00096293066560211127 -0.00085057816399750031 0.0012150440282371157 -5.0709799133218507e-05 0.00064635864631181416 -0.00038752428979966569 -0.0012993613569362242 0.0021626467074409 -0.0018989005408797431 0.00085233848126767893 -0.00070795882233434294 0.00093632768630275327 -0.001302224582544896
leaf_weight=40.911632826522691 1.2290413857481315 3.4625183567404738 9.3326117396354658 109.69512564777688 1.4523078765487296 2.5528197861276567 6.1169280260801298 4.2673121504485598 9.6421665996313077 4.1207144800573579 5.0215125679969788 9.6577467545866984 4.5654396638274175 5.1790607422590256 5.9259089082479459 3.3486506417393684 3.4101701527833939 9.7451450228691083 4.0869397073984137 5.7194112092256537 3.6324319392442685 10.952418674714865 5.1720478758215895 4.7046393686905503 0.33875557780265797 0.26980035760789178 16.255824925377965 3.6382964998483649 3.0419235854642457 2.3477462576702228
leaf_count=872 479 20 64 1261 75 48 36 33 43 41 28 45 23 31 29 27 24 35 19 21 18 61 42 34 1 277 127 17 27 176
internal_value=0.000139066 0.000147692 0.000223776 3.87947e-05 -0.000675177 -0.000237061 0.000177906 0.000257598 0.000290132 0.000228678 0.000895691 0.000276042 0.000683678 0.000255185 0.000184326 -0.000294698 -0.00126021 0.000266942 0.000358557 0.000249814 0.000339624 0.000226744 0.00045406 -0.000755328 -0.00125952 0.000361979 0.000595169 0.00030865 8.51231e-05 6.20132e-05
internal_weight=299.797 297.959 175.407 122.552 7.46765 6.01534 166.074 125.163 120.895 109.757 11.1384 105.636 19.4022 9.7445 86.2341 12.6847 6.75882 73.5493 63.9072 54.162 50.0751 44.3557 36.0186 8.33707 1.8376 0.608556 30.8465 14.5907 115.085 112.043
internal_count=4034 3277 1670 1607 143 68 1606 734 701 637 64 596 99 54 497 80 51 417 374 339 320 299 247 52 757 278 205 78 1464 1437
is_linear=0
shrinkage=0.00188464


Tree=623
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 2 0 0 0 1 1 0 1 1 2 2 2 2 2 0 1 2 0 2 2 1 1 1
split_gain=0.143504 0.574049 0.610308 1.23017 0.555543 0.49566 0.411377 0.386642 0.23654 0.47105 0.746004 0.501194 0.864803 1.16185 1.74859 0.444522 0.384691 1.00661 0.613926 0.563798 0.646351 0.27132 0.268575 0.559172 0.413967 0.828269 3.43285 1.35234 1.46348 0.724845
threshold=0.45280081435000008 0.56065686655000013 0.46280051495000007 0.4662734648500001 0.56341127510000011 0.45368402140000008 0.58415915690000009 42.522337019050006 0.5654770815500002 0.55832160710000012 0.56294721715000018 0.43590012275000006 0.42953803780000005 0.54499865270000014 0.43401395170000007 0.43691805635000008 39.420767558750008 33.151194885250007 40.94178426300001 42.283941020600004 42.558389508100007 0.5718990449500001 0.42473279245000012 41.942745071500006 0.5398790455000001 38.400997490450003 39.952536079750011 0.41804137600000008 0.40509266190000009 0.41615520495000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 -3 -6 -7 -5 9 11 15 12 22 14 -14 -11 17 -10 21 -20 -21 -18 24 -24 29 -26 -27 28 -28 -1
right_child=1 2 3 7 5 6 -8 -9 16 10 -12 -13 13 -15 -16 -17 18 -19 19 20 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0010969805392652885 -0.069695090958911077 -0.075060505756933141 0.03953007576774429 -0.061865625890543549 0.012960858344275981 -0.059303243161522225 0.017825286058460035 0.021528389292884226 0.04361153309601136 -0.018320854729967914 0.0001954649610025602 0.022956274932121771 -0.068936392948647174 -0.077060752487307996 0.061836453552623516 -0.075565789852651305 0.043998001868044749 -0.062997361666461915 -0.036309036959572515 0.040445064683437108 -0.0090127283981557785 0.013945859279146201 -0.0078259639228080435 0.03870369802567028 0.011271328821016903 -0.088076349215810978 -0.0016901406091255234 0.0080956030827690467 -0.075454977696268841 0.025857078120244504
leaf_weight=199.55376638758753 0.43923338683089141 0.5013531758449975 2.0301039256155495 0.65927149133494811 1.3431857219547967 0.79547844409535151 0.30273114127703593 0.24063735322488355 0.4667251594364632 0.87310182442888506 2.9275298055727035 3.2516579549992448 0.59504665696294912 1.0577512537129221 0.71236966525611933 0.8478262265707599 2.1136118993163096 0.7051694329129532 1.0494903959333894 1.3959824219346049 2.0958781233621266 1.7342700171284375 1.5340437314589501 1.7570003915898267 5.5987758652772781 1.7518720836378623 1.9811265992466354 8.6992722974391636 1.4975391281186601 3.820914851356064
leaf_count=2352 19 10 24 478 9 106 53 274 12 33 34 44 21 36 28 12 19 53 18 9 80 29 24 34 46 22 40 60 32 23
internal_value=0.000784167 -0.00759968 -0.00295546 0.0152369 -0.0210691 -0.00998173 -0.0380421 -0.0395659 0.000999266 0.00064816 -0.0171004 0.00100407 0.000691759 -0.033182 0.00231758 -0.0465229 0.00968258 -0.0205387 0.0139042 -0.000117799 0.0107596 0.0304533 0.00104596 0.017015 0.000810182 -0.0070211 -0.0143733 -0.0037707 -0.0334453 0.00156216
internal_weight=252.333 6.31199 5.87276 2.93001 2.94275 2.4414 1.09821 0.899909 246.021 236.46 4.64846 231.811 228.559 2.36517 1.30742 1.72093 9.56113 1.17189 8.38923 4.54135 3.49186 3.84788 226.194 3.29104 222.903 19.5286 13.9298 12.1779 3.47867 203.375
internal_count=4034 973 954 776 178 168 159 752 3061 2841 79 2762 2718 85 49 45 220 65 155 107 89 48 2633 58 2575 200 154 132 72 2375
is_linear=0
shrinkage=0.0563112


Tree=624
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 0 2 2 0 2 2 0 2 1 0 1 2 2 2 1 0 1 0 0 1 0 0 2 0
split_gain=0.15223 0.237236 0.193678 0.235204 0.17064 0.191592 0.235299 0.157622 0.303409 1.03548 0.280479 0.960864 0.909899 1.5814 1.48339 1.26826 1.7219 0.967181 0.941243 0.853375 0.461516 0.337294 0.495726 1.4705 1.14997 1.1043 0.77207 0.752838 2.8113 0.959897
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 0.4591329601000001 0.46112391845000006 0.59734738480000016 0.59897907245000015 42.310579034350006 42.434124620650003 0.49649711085000009 41.535369675400013 41.481306584950012 0.48200652675000005 41.827117825850003 0.42039160505000012 0.47700667645000011 0.32168198560000011 41.646178195200001 41.685324604100011 42.006870117350005 0.3453339720000001 0.57152480465000022 0.39542229275000007 0.53544804050000006 0.52688542260000015 0.3975479776000001 0.54228915300000013 0.5231430197000001 38.748048509250005 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 10 9 -9 11 21 15 17 19 16 -12 -14 -17 -15 -20 22 24 25 27 -24 -25 29 -29 -1
right_child=1 2 3 4 5 6 -8 8 -10 -11 12 -13 13 14 -16 18 -18 -19 20 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.0012258501211835919 -0.050442942858206191 0.039582790230094346 -0.055059575434205928 0.037538657826570371 -0.051751191039374249 0.049742861420129403 -0.050096094130475631 -0.039707360024191674 -0.00047482748493086357 0.0080756777152649114 0.038289861077244594 -0.027034638912876146 -0.0053210049241645564 -0.018837931591429879 0.039021412121334711 0.040019055692677288 -0.059906300798298208 -0.05285970271543583 -0.0014581846856189496 0.011291885183387211 0.021206500224459284 0.018017453812317473 0.0044021230149077035 0.0085027740662672446 0.023290377704334838 -0.055362269457278679 -0.0066145734852387584 -0.051719369682470817 0.022983775810970202 0.026209675093882681
leaf_weight=94.252437272167299 0.36300504185692162 0.2081191651523111 0.25178636225609807 0.22162155016849283 0.20569751880975673 0.16106427018530667 0.093158567757200217 2.0964368117274708 57.94306301465258 2.4697865527123213 0.71014620206551882 3.0891591280233106 2.1923159832949777 4.369235333055256 2.76243633031845 4.0977611765265456 1.2025621358770875 2.0902881273068488 4.0348577164113504 5.0866496250964701 5.0676849242299795 2.9021557809319338 1.1678701066412025 13.422475814819334 6.293696377426385 2.2863979819521774 22.786381637910381 2.7502149674110106 2.3238401273265481 4.0085123218595973
leaf_count=885 434 5 50 5 94 5 327 29 1226 25 33 30 20 39 17 28 47 33 24 44 24 42 23 61 29 94 281 33 27 20
internal_value=0.000625157 -0.0152329 -0.00403533 -0.0137616 0.00149543 -0.0158727 0.0131574 0.000720815 -0.00145277 -0.0138624 0.00144779 0.000573772 0.00574084 -0.0023776 0.00678691 0.0146048 -0.0234482 -0.0285241 0.0201187 -0.00263005 0.01116 0.00113415 0.000805952 -0.00398438 0.00253907 -0.0351562 -0.00101063 0.0012752 -0.0175065 0.00224505
internal_weight=250.911 1.50445 1.14145 0.933328 0.681542 0.45992 0.254223 249.406 62.5093 4.56622 186.897 155.283 31.6139 16.5009 12.2183 15.113 1.91271 4.2826 13.2003 9.45588 9.10254 152.194 149.292 39.6631 109.629 3.45427 36.2089 103.335 5.07406 98.2609
internal_count=4034 920 486 481 431 426 332 3114 1280 54 1834 1525 309 153 100 156 80 53 76 83 48 1495 1453 459 994 117 342 965 60 905
is_linear=0
shrinkage=0.0500028


Tree=625
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 1 2 2 2 2 2 2 2 0 1 2 2 2 1 1 0 1 2 0 0 2 0 2
split_gain=0.143976 1.14846 1.76175 0.986494 0.575554 0.668299 0.530038 2.75607 0.691464 1.16055 0.65333 0.615351 0.596846 0.548596 0.904687 0.559651 1.88896 0.539836 1.24029 0.528625 0.531884 1.9261 1.57501 1.62115 1.6918 1.41662 1.11222 2.85719 1.61764 0.91955
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39019789825000006 0.38976377950000002 0.52005927965000021 0.38552737940000009 38.625745710700009 38.903925214650009 37.198331469900005 37.784765830350004 37.311503175250003 36.491284729650012 36.364346611650006 0.49830843385000007 0.34398670700000006 39.011793722550003 39.256147742250008 39.420767558750008 0.37286308795000006 0.37473428940000003 0.50339810185000011 0.35862698720000002 47.927946529500012 0.5054040298000001 0.48447651265000008 41.319407281650008 0.48386275860000011 40.159267750750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 8 10 -10 13 -12 -8 14 15 16 -1 -11 -19 -20 22 -22 23 26 -25 -24 28 -28 29 -21
right_child=1 -3 3 -5 -6 -7 12 -9 9 17 11 -13 -14 -15 -16 -17 -18 18 19 20 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.022353501099864632 -0.077362046734917603 5.5311829486682337e-05 0.028303601840164606 -0.054599463162442678 0.017425697579437405 -0.029980122003927488 0.034128182104917651 -0.06466113067244314 -0.039148116921636111 0.027189725416569697 0.04088766196275085 0.01092538738177678 0.0041844986178020483 -0.011805313767451319 0.057794147715554793 0.015299130217043952 -0.052232539230113659 -0.044586306028367453 0.030926615725799588 -0.016953727515882498 -0.067192187882949173 0.0025985974035838458 0.057808816493926371 -0.055108175924165559 0.042730094518927342 0.000399038654819039 0.039852254278930528 -0.0012950510267024891 -0.046298256398347656 0.0010999825253646043
leaf_weight=2.1514734416705328 1.3918141882750199 68.964984294363603 1.2567645292438099 0.59572146280697769 6.1041331123560658 1.9578933417797078 2.8116777809336764 1.8060380348470051 2.1216826010495415 2.0861038458533576 2.9674914951901865 5.5204762564972043 5.622056907392107 4.8056790689006439 1.0016390830278403 5.7559165619313717 1.7207791905639167 1.7348466608673323 1.5963928513228882 8.8172189060132933 1.5034008575603355 4.2927655887324363 2.5505434572696677 2.6844654583837833 0.61089178919792164 2.3030148565303534 6.8767205141484764 15.376443911343811 2.2447439208626738 80.198764893808402
leaf_count=101 44 1896 96 82 29 14 17 17 17 11 28 51 51 43 5 34 75 16 9 52 33 47 29 121 4 23 61 96 14 918
internal_value=0.000601084 -0.00139614 -0.03225 0.00164368 0.00141485 0.000843712 0.00120047 0.000520074 0.00126082 -0.000212637 0.00957538 0.0214005 0.0141673 0.00307273 0.00979902 0.00480598 -0.0107916 0.000409059 -1.80925e-05 0.000581023 0.000200951 -0.0155036 0.000949137 -0.000281555 -0.036971 0.0305679 0.000783554 0.0114204 -0.00181015 -0.000688275
internal_weight=249.433 72.2093 3.2443 1.85249 177.223 171.119 169.161 160.727 158.921 134.998 23.9235 8.48797 8.43373 15.4355 10.6298 9.62817 3.87225 132.876 130.79 129.055 127.459 5.79617 121.663 116.809 3.29536 4.85356 113.514 22.2532 91.2607 89.016
internal_count=4034 2118 222 178 1916 1887 1873 1805 1788 1451 337 79 68 258 215 210 176 1434 1423 1407 1398 80 1318 1266 125 52 1141 157 984 970
is_linear=0
shrinkage=0.0530633


Tree=626
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 2 1 0 1 1 2 0 2 2 0 2 1 0 1 1 2 0 2 2 2 1 1 2 2
split_gain=0.704817 1.27199 1.1285 2.21063 1.29204 1.05312 0.912699 1.4505 2.40944 2.0075 1.90092 1.97106 1.65693 1.21956 2.06042 1.01632 0.962674 0.919075 2.30913 0.885327 0.749242 1.80597 1.51908 0.960842 1.91415 1.33276 0.989437 2.88228 0.98657 0.771652
threshold=0.5231430197000001 0.52284362740000012 38.244973486750006 0.52366695610000014 37.828051409500013 0.47721625100000004 38.400997490450003 0.35651627195000007 0.50339810185000011 0.37078231190000005 0.37668033890000002 41.898943182100005 0.48797940185000005 40.241071441700008 41.147265497500008 0.48637765340000011 41.872294782850005 0.34587287805000005 0.49336846205000007 0.36042334060000009 0.34608245260000009 41.806790701050012 0.48386275860000011 39.577821550850011 40.159267750750011 40.563919884450009 0.34560342505000002 0.34545372890000009 41.147265497500008 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 19 15 12 -10 11 -11 -9 -12 -15 20 17 -17 -19 -7 22 -22 23 -8 -25 -26 27 28 -27 -30
right_child=2 -3 -4 4 -6 6 7 8 9 10 13 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-7.1732685940811378e-05 -0.0038513208177063988 0.0017212183935404063 0.00012322758875834753 -0.00013001530751883592 -0.0022163161222182861 0.0014175250092946362 0.0010477968082936147 -0.00013034829675996284 0.0012733308773705252 -0.0026879087825109039 0.00063480675144272642 1.2955081789591595e-05 -0.0020835677550830808 -0.0026220293142750293 0.00031202975625584036 0.0020924011025836684 0.00036579893372033106 -0.00051000490689390361 0.0020259750967282935 0.00045453174297755772 0.0016902719450903694 6.569578163925522e-05 -0.00078746447021710915 -0.00092386203121534185 0.0009405584792967146 -0.00064940506456181296 0.00054601692966693108 -0.0016008494112031723 0.00066081101568590025 -2.9163483759448429e-05
leaf_weight=38.940534907596884 0.6721771508455302 2.083754484076052 72.860369223257294 14.282747681863837 1.1881920539162809 4.2151049003005054 5.0015996620059004 2.9240337916999151 4.5196590982377556 1.9806728642433911 8.0463237687945348 2.0136488350108266 3.5577243697771337 1.3268084824085229 2.6529028113291133 2.8602028638124484 12.532069783657787 2.6904677301645279 2.6178538240492344 21.639083412243053 4.1586649864912015 6.4513852708041668 5.8081727474927893 5.3815661072731009 9.3167049810290319 4.5986119136214283 15.467809393070636 3.8737847935408345 12.221640400588514 11.747092081233857
leaf_count=882 5 14 1574 438 58 31 19 36 31 35 44 21 67 8 52 20 64 15 29 113 35 40 42 25 34 23 116 32 46 85
internal_value=0.000163495 0.000227195 2.13391e-05 -0.000438525 -0.000290246 0.000211355 0.0002813 0.000216496 -0.000180593 0.000141867 -0.000177341 -0.00132633 -0.00120244 0.000204283 -0.000666165 0.000318953 0.000700485 0.00121396 0.00074064 0.000611532 0.00022496 0.000702457 0.000155953 0.000237001 0.000172227 0.000275305 0.000145935 -4.48227e-05 0.000166177 0.000322654
internal_weight=287.631 198.628 89.0035 16.1431 15.4709 196.544 157.604 131.749 27.0218 20.54 16.0204 3.99432 6.48176 12.026 3.97971 104.728 20.7006 8.16852 5.30832 25.8542 84.027 10.6101 73.417 67.6088 62.6072 57.2256 47.9089 32.4411 28.5673 23.9687
internal_count=4034 1959 2075 501 496 1945 1063 919 294 191 160 56 103 104 60 625 128 64 44 144 497 75 422 380 361 336 302 186 154 131
is_linear=0
shrinkage=0.00192234


Tree=627
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 1 1 1 2 2 2 1 1 2 2 1 0 1 1 2 0 2 2 1 0 0 0 2 0 2
split_gain=0.858887 1.24542 1.82049 1.18367 1.09089 0.885424 0.866606 1.22793 0.765654 1.73946 1.7265 1.10539 2.13769 1.36975 2.44473 2.76196 1.10874 1.10543 1.08938 2.40678 1.22289 1.57128 1.26396 3.04115 1.22127 1.26384 1.00586 3.56436 1.90137 0.830505
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.39091643965000006 0.47721625100000004 0.4662734648500001 0.46280051495000007 0.45368402140000008 40.636252116050009 40.316494640950005 40.94178426300001 0.34479506600000004 0.34527409360000011 39.420767558750008 39.749124837650008 0.34674111555000003 0.48797940185000005 0.37003383130000006 0.34524415440000006 41.50623664750001 0.51675099550000014 41.218101594450012 41.436838994450007 0.34584293880000011 0.48386275860000011 0.4815274992000001 0.52005927965000021 37.784765830350004 0.5231430197000001 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 -3 9 11 -10 -6 -13 16 -15 -16 -14 -17 19 -12 21 -20 23 -23 25 29 27 -18 -28 -21
right_child=1 5 3 -5 8 -7 -8 -9 10 -11 18 12 13 14 15 17 26 -19 20 24 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-6.775180287174803e-05 -0.0027319583023653776 6.3367277092409624e-05 0.0020528055480467855 -0.00086684654249271384 -0.00058025122994162731 -0.0015343830958412562 0.0010873683283860363 -0.0015491107754433144 -0.00082506500229062411 0.001164374159352275 0.00057700584157360487 0.0015105417674044757 0.0013738141701665567 -0.0014988334190966109 -0.0010481633918147093 0.0017922801830164389 0.00047588300820940416 0.00028838835871137749 0.0015860923554357385 -7.6028365688846972e-05 -0.00077778560918193018 -0.0017799027130562493 0.00044047494645895564 0.00061762190033585443 -0.0017256359730707074 0.00050062540840817077 0.0014421305027833579 -0.0014793846073869901 -0.00018714591571524977 -0.0016343796175348163
leaf_weight=40.598360908741597 1.4997136674937781 77.099006328338874 0.70588871836662326 1.8791200397536156 4.7507341727614394 1.2991689865993965 2.954100564995314 1.7856214886560327 6.0346522442996493 10.265144743025301 9.662963058799507 5.6280071735382071 4.3512652814388266 4.0597839802503577 3.9928150847554189 3.177386574447155 18.416989866644148 4.1852040849626064 3.9488690942525855 2.2213338389992696 3.3652086325455448 3.3361205384135229 54.829947139136493 4.7229696549475193 3.2098362296819678 3.7824249491095543 6.8743273019790632 4.2381583563983432 4.3041668515652418 2.9317088541574776
leaf_count=875 44 938 4 174 23 757 27 174 32 48 38 19 18 33 18 20 95 29 24 9 38 22 391 28 23 14 29 37 21 32
internal_value=0.0001499 -1.07634e-05 -0.00104708 -6.95767e-05 0.000215726 4.01526e-05 6.51479e-05 2.68674e-05 0.000282525 0.00042979 0.00017101 0.000311929 0.000383491 0.000265151 -0.000218507 0.000239235 0.000460404 0.000937405 0.000236339 -0.00013895 0.00035292 0.00040985 0.000335993 -0.000374851 -0.000708573 -0.00034322 0.000342932 0.000110106 0.000814794 -0.000962618
internal_weight=300.111 87.2226 4.08472 2.58501 212.888 83.1379 81.8387 78.8846 172.29 74.244 98.046 63.9788 59.2281 53.6001 15.4152 11.3554 38.1849 7.36259 92.0114 21.8083 70.2031 66.8379 62.889 8.05909 12.1453 8.93547 33.8336 22.6551 11.1785 5.15304
internal_count=4034 2118 222 178 1916 1896 1139 1112 1041 390 651 342 319 300 100 67 200 49 619 116 503 465 441 50 78 55 182 132 50 41
is_linear=0
shrinkage=0.00192234


Tree=628
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 1 2 1 2 2 0 0 0 1 1 0 2 2 1 1 0 2 0 2 2 2 2 2 2
split_gain=0.962038 1.54819 1.4514 1.88575 1.21583 0.838922 0.808669 1.04731 0.787964 0.82189 0.95846 0.971627 0.966647 0.786546 1.04313 2.30776 0.749641 0.659359 1.1091 0.605471 1.50341 0.649562 0.585061 1.45235 1.26524 4.17725 1.01242 1.29158 1.19561 1.04725
threshold=0.39072183470000005 0.47721625100000004 0.52770875125000016 39.110279783550006 0.39091643965000006 0.39091643965000006 0.34551360740000009 42.686561923500008 0.4662734648500001 37.198331469900005 35.050303764500008 0.53043322055000008 0.56294721715000018 0.5296248615500001 0.39476362980000007 0.39542229275000007 0.54386096225000014 42.360359531950003 41.360869295700006 0.46280051495000007 0.45368402140000008 0.58415915690000009 39.110279783550006 0.48797940185000005 37.784765830350004 38.748048509250005 39.896141435400004 40.563919884450009 40.80591513400001 40.316494640950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -4 -1 -8 9 10 16 -12 -13 14 -11 -16 -7 18 -6 20 -15 -22 23 -3 -25 -26 -24 29 -29 -28
right_child=2 22 5 4 17 8 7 -9 -10 13 11 12 -14 19 15 -17 -18 -19 -20 -21 21 -23 26 24 25 -27 27 28 -30 -31
leaf_value=-3.0302350811506519e-06 -0.0026349430104188661 0.0014460533259772663 0.0021659951498991408 0.0020567084073314017 -0.0020185553692690494 0.0015446590994708004 -0.0022479950228316355 -9.8124958469665924e-05 -0.0013069525661038562 -0.0023900764312436091 0.00037301906635851958 -0.0024622855459345903 4.5105297562834022e-05 0.00020200604440231756 0.0023188108929679957 -0.0020562274259280848 -0.00042503055905529746 -0.0022136533547253883 0.00076120025212997864 0.0011700170242875741 -0.0020870366521604975 0.00044351817984785563 -0.00020265794932080027 0.00058316549980291874 -0.0016721796783706201 0.0013327415065977591 0.0003868052742086716 -0.00064964457518034606 0.00028883439951556014 0.0012615718207079857
leaf_weight=37.550229045955348 1.6884752840851422 5.590302310883998 0.70305219292640586 0.71830883622169528 0.81032978085568252 1.0796105992048972 1.4119515747297549 2.0576162037905306 1.5355619388938055 1.0322655607014888 1.0815644729882481 2.0525479335337882 0.78565808240091417 65.881836088185082 0.85445463657379128 0.93098616163479164 2.1086418184859212 0.80678867510869157 1.5355242742225526 2.2283449959941199 1.545747438387479 0.49484005906560913 14.834497500210999 25.481994871050119 3.8653640635311595 3.0652402155101299 11.612104635685684 5.3068512976169577 91.6780590263661 8.9594608843326551
leaf_count=699 49 24 2 4 49 5 69 107 757 22 10 41 35 628 2 67 74 186 21 19 108 39 91 124 32 14 57 27 628 44
internal_value=0.000179937 0.000250204 1.08871e-05 -0.000939753 -0.000200326 7.50918e-05 -8.50748e-05 -0.000973021 5.70796e-05 8.32365e-05 -0.000540753 -0.00117738 -0.0017682 0.000144021 -0.000851826 3.75254e-05 0.000241949 -0.000714577 -0.000199012 0.00018402 0.000151673 -0.00147338 0.000330917 0.000541161 0.000385091 -0.000343175 0.000270566 0.000330282 0.000237482 0.000767789
internal_weight=299.288 211.414 87.8745 5.55943 3.87095 82.3151 41.0198 3.46957 81.6121 80.0765 7.10802 3.91977 2.83821 72.9685 2.81771 1.78544 3.18825 3.15264 2.34585 70.1508 67.9224 2.04059 170.394 38.0029 32.4126 6.9306 132.391 117.556 96.9849 20.5716
internal_count=4034 1916 2118 309 260 1809 875 176 1807 1050 165 86 76 885 91 69 79 256 70 794 775 147 1041 194 170 46 847 756 655 101
is_linear=0
shrinkage=0.00192234


Tree=629
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 2 2 1 1 2 1 0 2 1 2 0 1 0 0 1 1 1 0 0 1 0 0 0 0
split_gain=0.152243 0.579663 0.355414 0.78347 0.344854 0.365032 0.312964 0.435578 0.307593 0.399696 1.29839 0.281649 1.16625 1.08205 0.700039 0.923802 0.436932 0.303616 1.594 0.916083 1.01431 1.68102 0.878256 1.52201 1.57496 0.754097 1.52153 0.816785 0.817093 1.15317
threshold=0.47721625100000004 0.47754558250000007 0.34551360740000009 42.686561923500008 42.719328117250008 44.756878345700009 44.952171034750002 50.205949521800008 0.34548366815000003 0.34524415440000006 41.243661560350013 0.34512439750000007 0.4815274992000001 40.636252116050009 0.34527409360000011 41.50623664750001 0.48306936920000004 0.34560342505000002 0.47943175355000006 0.48068920095000006 0.34566330350000002 0.34569324270000007 0.34551360740000009 0.47916230050000003 0.48119816770000007 0.35374689380000007 0.48597347385000006 0.48797940185000005 0.49787431515000008 0.49830843385000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -5 -6 -7 -8 9 -1 -11 12 13 -3 15 -13 -14 22 -19 -20 -21 -22 23 -16 -25 -23 -27 -28 -29 -30
right_child=1 11 3 4 5 6 7 -9 -10 10 -12 14 16 -15 17 -17 -18 18 19 20 21 25 -24 24 -26 26 27 28 29 -31
leaf_value=-0.00066119289993157718 0.019827664335707908 0.00060946984215103366 -0.060402383725168797 0.055760166743987163 -0.055104677691060394 0.058465369897143973 -0.05458733564844892 0.056094739534743338 0.026991056061704932 0.029146760686931946 -0.069509876523436348 0.035992466052815218 0.022675688747105158 -0.030597899200259605 -0.02935393985154592 0.0016593541063285981 -0.0012337732925726665 0.027713068617166804 -0.026697687956796695 0.048257883745532519 -0.050542149227694941 0.0092514108743654063 -0.026613196940682649 0.026778538597108867 -0.01372310479353506 -0.05212759794239924 0.047803609641092933 -0.027189072990919397 0.054083223921868769 -2.3816399710061423e-06
leaf_weight=28.502330862458628 4.645453958772122 6.144827105104925 0.92495891850558054 0.27836272120475758 0.34761969250394009 0.25359174609184265 0.28411874128505588 0.15458770096302032 1.0605362085625518 0.64425625468720571 0.90079925069585443 3.7691466361284238 4.0827877819538099 6.372919509653002 3.6090470589697388 5.3232539240270853 4.5510205253958702 6.3017296791076651 3.412728711962699 1.2735389322042454 1.781197004020213 27.506612902507186 4.3066432978957883 6.633249653503297 4.5631503835320473 1.5848211051779788 1.0066612004884508 3.0761356510338365 1.1207603742368508 115.51172934201168
leaf_count=651 30 28 76 2 48 1 55 1 6 6 36 19 16 42 27 31 29 64 23 3 18 204 28 41 34 15 15 48 8 2429
internal_value=0.000771599 0.00128553 -0.00256579 -0.0229646 0.00330331 -0.0107382 0.0115393 -0.0155861 -0.0010948 -0.0020861 -0.0283721 0.000879095 -0.0049305 -0.0152785 0.0015232 0.0158917 0.0100726 0.000804137 0.00154787 0.000492768 0.00109981 0.000703622 -0.00552243 0.000612504 0.0102719 0.00131293 -0.000472517 0.000205641 -0.000194623 0.000517345
internal_weight=249.929 216.577 33.3512 2.24324 1.31828 1.03992 0.692298 0.438706 31.1079 30.0474 1.54506 211.932 21.1516 12.5177 190.78 9.0924 8.63381 181.688 162.576 156.274 152.861 151.588 19.1121 14.8054 11.1964 149.807 122.3 120.715 119.709 116.632
internal_count=4034 3152 882 183 107 105 57 56 699 693 42 3122 115 70 3007 50 45 2957 2827 2763 2740 2737 130 102 75 2719 2515 2500 2485 2437
is_linear=0
shrinkage=0.0530633


Tree=630
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 2 0 2 1 0 1 0 0 2 1 2 2 2 2 0 0 0 2 1 1 1 1 1 2
split_gain=1.0243 1.37877 1.96119 1.36795 1.15101 0.997466 0.958031 1.29978 1.53508 1.48612 1.09471 1.05108 0.953366 1.56188 1.1484 0.842172 0.815652 1.57801 1.22901 1.15766 0.886553 0.93196 0.78097 0.858932 1.22091 1.02339 1.14587 1.09187 2.05293 1.22442
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 41.385032804600009 37.198331469900005 0.5296248615500001 35.050303764500008 0.46280051495000007 0.54386096225000014 0.46476153410000004 0.52812790035000023 0.5296248615500001 37.828051409500013 0.4662734648500001 40.563919884450009 40.316494640950005 40.206947806850003 40.94178426300001 0.48597347385000006 0.4778150355000001 0.51675099550000014 41.218101594450012 0.34527409360000011 0.34575312120000007 0.34587287805000005 0.34545372890000009 0.34542378970000004 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 4 -4 -6 7 -3 10 -10 -9 -11 -8 14 -14 -15 17 18 -1 20 21 -18 23 24 -21 27 -27 28 29 -25
right_child=1 6 3 -5 5 -7 12 8 9 11 -12 -13 13 15 -16 -17 19 -19 -20 22 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00034078216696630664 -0.0025382920114547778 0.0014814791833282902 0.0016724435803816152 -0.0019728630335602115 0.00060741639720067117 -0.002237337055555236 0.0017719864439138509 0.0015505950698294392 -0.0023923151572070767 0.002333663421258873 -0.00069005152960914377 -0.0022153058553017039 0.00048732085181657432 0.00017545162269167616 -0.0022244998604135625 -0.0012472417775425721 0.00048139046850967089 0.0011126896758082289 -0.00084201715922555161 -5.45527084048244e-05 0.00039401403687651311 -0.0014037650474326121 -0.00068495620549032985 0.00043039103875179216 0.0014830896632886453 0.0011263620139894226 0.00026386855788138611 -0.00052854248316865798 0.0019527229248890814 -0.00019068852701742083
leaf_weight=74.572651855123695 1.7622874017688435 0.97387304902076621 1.4664555513300004 1.1299396229005649 1.0521501787006853 0.74976239562965918 1.2295426010387007 1.1391547275707128 2.6979719568043952 0.46989148855209339 2.419332461355225 0.29285535238159355 0.81719145178794805 75.578303205533302 1.7265609717578625 1.5073476890975133 1.1966518259141583 9.2999692996963841 3.2565292641520491 3.1834264306817195 2.38335020840168 4.2030080407857895 3.5249754721298805 18.496717942645773 4.327316390350461 6.4903261340223244 34.844361658906564 10.803151548840104 2.1077518314123145 28.874457176891156
leaf_count=584 49 6 21 190 17 32 12 5 75 1 196 61 5 795 75 578 71 52 24 27 12 23 38 105 29 80 352 92 14 413
internal_value=0.000165877 3.80363e-06 -0.000858396 -0.000185305 0.000432689 -0.000576264 6.35846e-05 -0.000558848 -0.000841932 -0.00173565 2.72317e-05 0.000587094 0.000125113 9.96844e-05 -0.00135332 0.000147632 0.000240066 0.000378966 0.000291291 0.000139579 -0.000563395 -0.000985984 0.000188147 0.000216349 0.00083136 0.000170892 0.000399296 1.42783e-05 0.000132797 5.18204e-05
internal_weight=302.577 95.0126 6.1606 4.39831 3.26837 1.80191 88.852 7.99308 7.01921 3.46072 3.55849 0.762747 80.8589 79.6294 2.54375 77.0857 207.565 87.1292 77.8292 120.435 7.78301 5.39966 112.652 109.128 7.51074 101.617 41.3347 60.2821 49.4789 47.3712
internal_count=4034 2118 309 260 70 49 1809 344 338 137 201 62 1465 1453 80 1373 1916 660 608 1256 106 94 1150 1112 56 1056 432 624 532 518
is_linear=0
shrinkage=0.00188464


Tree=631
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 0 1 1 0 2 1 2 1 1 1 0 2 1 0 2 0 2 0 1 0 0 2 1 1 2
split_gain=0.142377 0.331659 0.488726 0.413394 0.28767 0.201594 0.376006 0.358484 0.35427 1.32872 0.303923 0.295502 0.259752 0.320374 0.534495 0.393569 0.733247 1.48498 1.13396 1.00238 0.416326 0.214763 0.517725 1.69233 0.776745 1.17001 0.446593 0.78014 0.322734 0.322261
threshold=0.57294691775000006 40.00488309970001 40.890797847750008 0.4591329601000001 40.80591513400001 0.56719858685000013 0.43837010870000009 0.44922307715000004 0.56395018115000017 42.283941020600004 0.45434268435000008 39.184300550350009 0.46280051495000007 0.45036076765000005 0.44805544745000009 0.54646567465000018 40.844669808050007 0.40955360615000008 0.55257327625000008 41.481306584950012 0.55769288345000012 36.010074051050005 0.49830843385000007 0.34398670700000006 0.50086823750000009 0.51675099550000014 36.364346611650006 0.39019789825000006 0.35807311160000005 33.151194885250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 8 -7 -8 12 -10 -9 -12 13 14 15 21 17 -17 -18 -20 -21 22 23 29 -24 -26 27 -23 -25 -1
right_child=1 2 3 -5 -6 6 7 10 9 -11 11 -13 -14 -15 -16 16 18 -19 19 20 -22 26 24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.020512824602250224 -0.060337671705356061 0.00077739348835045787 -0.0653338458033111 0.0011176922153117584 0.054470643484929034 0.029959261689464053 -0.025270413009195584 0.020409356609690295 -0.068007404616127795 0.025881787002758394 0.0058426454259953627 -0.06149570571772333 0.022931801228709418 -0.016629828348295479 0.0346067651784394 0.018220332673281568 -0.034549960338866835 -0.063398226309135913 0.05429206503138076 0.021274400120858485 -0.030944265390043493 0.0046070892542018314 0.040467241613614556 -0.032529291432337119 -0.025201184294897934 0.022099447082511596 0.0010763734693690814 -0.070015147752179291 -0.085360875662437469 0.034922698546101444
leaf_weight=0.45560670521808777 0.41285989518200894 1.1078651740535863 0.62373434723303922 0.66275138396667899 0.49574300576932717 2.3413287019357076 1.2773661692626772 2.8181267976760869 1.0883300441782915 0.98614290633122426 0.65078052738681424 0.3408243777230382 1.8294199741503678 3.5767581532709292 1.6167656700126816 1.2130074128508552 1.9719676936510948 2.072197409812361 1.6623219773173334 0.9829043899662796 1.1225570769311159 1.1371029939036805 2.9304961301386339 0.89179431977754553 2.8032378815114498 4.9901532225776464 204.27181300210941 0.83323641400784243 0.71511066236416809 1.7140419092029331
leaf_count=63 389 59 69 432 11 36 25 14 46 15 9 64 17 37 10 5 41 101 4 19 38 31 17 38 21 40 2315 19 15 34
internal_value=0.000863702 -0.0112192 -0.00420247 -0.0311004 0.0173762 0.00102574 0.0105304 0.00158826 0.000730159 -0.0233753 0.0105937 -0.0173022 0.000941341 0.000770123 0.00103909 0.000802893 -0.0111888 -0.0332619 0.00144492 0.0202838 -0.00656673 0.00129317 0.00818493 -0.0104695 0.0147543 0.00508568 0.000808624 -0.0269499 -0.0560406 0.0232817
internal_weight=249.596 3.30295 2.89009 1.28649 1.60361 246.293 7.42843 5.0871 238.865 2.07447 3.80973 0.991605 236.79 234.961 231.384 229.768 9.02496 3.2852 5.73975 3.76778 2.10546 220.743 14.5004 3.77655 10.7239 7.79339 206.242 1.97034 1.6069 2.16965
internal_count=4034 960 571 501 70 3074 148 112 2926 61 87 73 2865 2848 2811 2801 208 106 102 61 57 2593 228 150 78 61 2365 50 53 97
is_linear=0
shrinkage=0.0585862


Tree=632
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 0 2 2 2 0 0 0 1 1 2 1 0 0 0 1 2 1 0 2 1 0 2 0 1
split_gain=0.811239 1.64193 2.44695 1.51455 2.5382 1.37262 1.34848 1.36046 1.26987 1.15184 1.12172 1.12489 1.18787 1.0611 2.29014 1.19325 1.20615 1.39852 1.14738 3.06872 1.06864 2.65647 2.5635 1.66983 1.23997 1.99258 2.55042 2.69007 1.24761 1.48825
threshold=42.094663496250007 0.47997065955000012 0.4778150355000001 0.52507409960000018 0.53158588065000012 0.42018203045000008 0.47769527860000011 47.927946529500012 42.753078181500008 42.719328117250008 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.32388251845000005 0.33750486510000005 42.066503896600004 0.37078231190000005 0.50278434775000014 0.51191581090000016 0.50339810185000011 0.36006406990000012 36.79544512155001 0.36533337325000009 0.48637765340000011 39.458743938000005 0.34608245260000009 0.48351845755000006 40.159267750750011 0.46898296455000005 0.34219035360000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -3 -5 -1 7 9 -4 -2 11 12 -11 -7 -15 16 17 20 19 -18 23 -22 -23 24 28 26 27 -26 29 -16
right_child=1 3 8 4 -6 13 -8 -9 -10 10 -12 -13 -14 14 15 -17 18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0019767813946278733 7.6986323746673321e-05 0.00044159404340747571 -0.0026105868462707824 -0.0022900994845872192 6.3431761830944749e-06 0.0011804199027395219 0.0017736840786866726 0.00029488423364609854 -0.00074744816211058933 0.00069250200567556896 -0.0021144609934722835 0.0010600476547240594 -0.0020189981158970317 -0.00178850351648306 0.00098216801782929149 0.001540760449343244 0.0011432754694108984 0.0011927545624903252 0.00011849087699654839 -0.0019799302013916928 0.00068067868414354617 -0.0026670236465337754 2.1856466080277277e-05 0.0010164830845892103 -0.00090401227388700774 0.0009980625751536275 -0.0011693639959011828 0.00034445377723778329 0.0011398617333688021 -0.0014435609032125644
leaf_weight=1.0322349757479958 4.608715415583001 36.257065425743349 2.264560784213244 1.9545567963796227 19.754627065791283 4.3921303600072852 1.3582997545599926 10.600437209010122 3.3541388176381588 0.86418107245117504 2.750091690570116 1.1760538611561058 1.9314612833550198 2.0654314905405036 1.9922419320791953 2.5964399613440028 1.8413486012432247 7.0480257943272582 88.07504454995069 3.153672052314505 5.3777399563696218 2.4699638341553509 2.7905155271291733 12.878981895744799 7.4342195950448504 9.1326043875887972 5.8691210709512225 44.880965631455183 10.236094838241113 1.760669707553461
leaf_count=232 69 347 37 172 664 22 5 54 31 11 106 15 195 49 18 12 24 38 1302 47 32 35 15 89 38 62 40 189 51 33
internal_value=0.000171296 1.45227e-05 -0.000359708 0.000201153 -0.000200414 0.000234635 -8.49986e-05 -0.000200117 -0.00149837 -0.000663223 -0.00117074 -0.000517284 -0.00118083 0.000245302 0.000225707 0.000245753 0.000229346 0.000363858 6.76609e-05 -0.000828602 0.000308126 -0.000269401 -0.00124066 0.000373358 0.000271486 0.000163266 3.22364e-05 0.000167041 0.000792252 -0.000155857
internal_weight=301.902 86.8742 28.9079 57.9662 21.7092 215.027 23.2892 21.9309 5.6187 11.3305 6.72179 3.9717 2.79564 213.995 209.603 207.538 204.941 111.871 93.0701 4.99502 104.823 10.6382 5.26048 94.1849 81.3059 67.3169 58.1843 52.3152 13.989 3.75291
internal_count=4034 1706 523 1183 836 2328 455 450 68 396 327 221 206 2096 2074 2025 2013 640 1373 71 602 82 50 520 431 329 267 227 102 51
is_linear=0
shrinkage=0.00192234


Tree=633
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 1 2 1 1 2 1 0 2 2 2 0 2 1 2 1 2 2 0 1 0 0 1 0 1 1
split_gain=0.146751 0.758955 0.283865 0.402204 0.863627 0.28174 0.745655 0.408125 0.559583 1.32126 0.547198 1.25183 0.388916 0.509259 0.299719 1.26069 1.20552 0.5917 0.287177 0.28121 0.767784 1.36119 0.681385 0.816699 0.593733 0.343782 0.258646 0.545582 0.339563 1.35142
threshold=0.47736594710000008 0.47754558250000007 0.47769527860000011 0.4778150355000001 0.47808448850000007 0.34551360740000009 42.686561923500008 0.34536391125000004 0.34512439750000007 41.741384785950011 0.34503457980000002 0.4764977096500001 47.927946529500012 42.719328117250008 39.952536079750011 0.47396784530000008 41.32819714970001 0.32388251845000005 48.96897326980001 0.33992994225000006 39.458743938000005 37.311503175250003 0.45589952400000006 0.32058920395000007 0.46898296455000005 0.42314601355000009 0.30910751175000006 0.37331217625000007 0.32168198560000011 0.34219035360000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 7 -7 8 10 -10 11 14 13 -8 15 19 17 -16 26 20 21 22 23 25 -21 -1 27 -18 -28 -30
right_child=1 2 3 4 -6 6 12 -9 9 -11 -12 -13 -14 -15 16 -17 18 -19 -20 24 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.013112847079917047 0.029270822215497802 -0.021370552679785593 0.019140326393892185 -0.042301126191398461 0.0011551896493820347 -0.064771731350084932 0.060103687973145511 0.02363696833025479 -0.083932200172693885 0.0085983395205439257 0.031200097332116497 -0.045470926716417351 0.060641993612958189 -0.030738237615757429 -0.0087953484306479458 0.048087407861027165 0.018700940739509269 -0.083650229743062882 -0.010920762448137084 -0.032558523724371333 0.063062089066045185 -0.073640108707652863 0.060131614011509085 -0.06678101737678499 0.013679585872540775 0.062777696018659152 0.018179142397590321 -0.05932102191982204 -0.067017708936008752 0.024719994899056335
leaf_weight=0.35997622809374197 3.1772436313331118 1.8568245265632857 4.037114977836608 1.5199712794274081 203.94327645486374 0.85170896736235535 0.25638991594314553 2.042949608527123 0.90198769719063365 1.1688269018195567 1.662064810283481 2.086955764796584 0.30184420943260182 0.98860470598447137 0.57877573778387048 2.1044556647539139 0.62713377573527285 0.87515707733109593 4.383981402963399 2.1975987991027068 0.70135962963104237 0.69743374211247999 0.81285568326711644 0.47521559806773439 1.5712277889251711 0.4347560852766037 5.7003171695396286 0.55943393427878618 0.82237097364850376 1.4889300614595411
leaf_count=46 15 16 17 18 3071 76 2 20 66 41 10 26 2 109 24 15 13 27 33 52 3 32 7 46 6 2 46 130 43 20
internal_value=0.000846978 0.00140718 0.000988313 0.00118648 0.00083371 -0.00262124 -0.0216132 -0.0012089 -0.00288906 -0.0317053 -0.000768478 -0.0027752 0.00215048 -0.0120306 0.000877959 0.00895006 -0.00414419 -0.0538523 0.00117692 -0.00240967 0.00935942 -0.00418795 0.0190683 -0.00721503 -0.0132818 0.0284029 0.00694285 -0.0180843 0.0106495 -0.00792068
internal_weight=249.187 214.534 211.357 209.5 205.463 34.6523 2.39855 32.2538 30.2108 2.07081 28.14 26.4779 1.54684 1.24499 24.391 9.35488 15.0361 1.45393 13.5822 7.25042 3.4816 2.78024 2.0828 1.26995 3.76883 0.794732 9.19819 1.18657 8.01162 2.3113
internal_count=4034 3137 3122 3106 3089 897 189 708 688 107 581 571 113 111 545 209 336 51 285 194 136 133 101 94 58 48 252 143 109 63
is_linear=0
shrinkage=0.0574375


Tree=634
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 2 2 2 0 1 2 1 2 2 0 1 2 0 1 1 2 1 0 2 0 0 0 1 0
split_gain=0.951862 1.72253 1.9968 1.40764 1.25728 1.23148 1.16623 2.12488 1.15194 1.01624 1.9562 1.39753 1.30144 2.90044 1.76146 1.60561 1.23562 1.07983 0.911383 0.829752 0.809016 1.63828 1.2683 1.84664 1.06732 0.907359 0.793972 1.49233 0.843124 1.30259
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 0.52453519355000011 0.47736594710000008 40.563919884450009 40.316494640950005 40.94178426300001 0.5231430197000001 0.39019789825000006 38.625745710700009 0.34569324270000007 39.749124837650008 40.040005255000004 0.5054040298000001 0.36006406990000012 39.749124837650008 0.51675099550000014 0.39408999735000005 0.34524415440000006 41.218101594450012 0.34503457980000002 0.4815274992000001 41.32819714970001 0.48244064550000004 0.4778150355000001 0.47916230050000003 0.34536391125000004 0.48068920095000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 7 9 -8 10 11 16 17 15 -15 -14 -7 -13 20 -6 22 -22 25 -24 -23 -10 -26 -28 -29 -30
right_child=1 -3 3 -5 19 6 8 -9 18 -11 -12 12 13 14 -16 -17 -18 -19 -20 -21 21 24 23 -25 26 -27 27 28 29 -31
leaf_value=-6.180136250006439e-05 -0.0026401059607339943 6.843287246849312e-05 0.0017852426588051207 -0.0020260790259227007 -0.002038647095323027 0.0015076392996082671 -0.00057674881899185217 0.0013377896517538512 0.00069636611538624821 -0.00042881629564543093 0.0017258025102759298 0.0010689329695921081 -0.0024818478365036829 0.0013107353758469809 -0.00061978592296449561 -0.0004921112582420581 0.00045377701740294111 -7.5542237966221202e-06 -0.00076140912250155946 0.00059057137738328632 0.0016218671893244705 -0.00060278511253756032 -0.0015020379901051484 0.00033791345613745898 0.0011548876626209343 -0.00040240173215593244 -0.00094055744614208786 0.001144934285241331 -0.0006669595412811273 0.00041802361254725511
leaf_weight=42.086833738037967 1.8739491198793974 79.586103728670423 1.379697743104771 1.215803625207627 0.84600827749818541 5.0249014720320728 7.1644508913159362 9.4525594245642406 8.1099273078143614 5.495170682668685 4.0443951189517966 5.8484837934374836 2.7035490907728654 3.8476646766066551 3.19839071854949 3.362785954028368 22.611950796097517 8.3737341836094838 3.3287592858541748 0.9324399046599865 3.648687206208705 4.5228947326540938 4.3958764066919667 3.7227957621216774 4.3694263510406008 4.223807990550994 3.3427335005253545 4.8828407078981391 4.5799576267600051 38.147082440555096
leaf_count=890 49 1809 21 190 44 33 36 44 34 28 13 21 26 25 25 26 109 34 38 5 24 34 33 20 24 23 38 18 44 276
internal_value=0.000162747 -7.86841e-06 -0.000979799 -0.000268467 0.000408168 0.000232322 0.000305828 0.000486593 0.000164256 0.00036187 0.000435493 0.000340562 3.23645e-05 -0.000404481 0.000434421 -0.00137887 0.000645389 0.000435121 0.000225085 -0.000660149 0.000264203 0.000371309 -6.83039e-05 -0.000658333 0.000295064 0.000320082 0.000368469 0.000301029 0.000388202 0.000301723
internal_weight=296.324 85.834 6.2479 4.37395 3.15815 210.49 168.403 73.9636 94.4392 64.511 59.0159 54.9715 27.3346 13.1124 7.04606 6.06634 27.6369 14.2222 87.2748 1.77845 83.946 63.4936 20.4524 8.11867 59.8449 12.3337 55.322 50.9526 47.6099 42.727
internal_count=4034 2118 309 260 70 1916 1026 384 642 340 312 299 157 102 50 52 142 55 606 49 568 458 110 53 434 57 400 376 338 320
is_linear=0
shrinkage=0.00192234


Tree=635
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 2 1 0 1 1 1 0 1 0 0 1 0 0 2 0 2 0 0 0 2 1 2 2 0 2
split_gain=0.157073 0.477653 1.44226 1.4002 1.74432 0.662495 0.562648 1.17569 0.539667 1.07347 1.03021 1.3912 0.773006 2.06449 0.706385 0.470069 0.947719 1.50945 0.740469 1.07099 0.436124 1.46895 1.08677 1.36753 0.376224 0.689921 0.601521 0.507605 1.04887 0.360421
threshold=42.141702038450013 0.48244064550000004 0.48351845755000006 42.686561923500008 0.47754558250000007 43.182896969600009 0.34542378970000004 0.47464147780000004 0.34521421515000011 0.34524415440000006 0.3453339720000001 0.48637765340000011 0.35275889945000011 0.49949103320000005 0.50706565670000014 0.37668033890000002 0.52507409960000018 0.53158588065000012 43.525909308350002 0.50922128080000018 43.047778594550003 0.48028502140000007 0.47943175355000006 0.47754558250000007 43.487767439550005 0.36042334060000009 43.631818398850008 44.262924377150007 0.47961138885000004 42.066503896600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 3 5 4 6 -3 7 -2 -4 -10 -11 -12 -13 -14 -15 -16 18 -18 -17 -20 22 24 23 -5 25 -22 -26 28 -28 -1
right_child=1 2 8 20 -6 -7 -8 -9 9 10 11 12 13 14 15 16 17 -19 19 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0012873582695159835 0.024397447667403885 0.057654845908667283 0.043376140856585053 0.014069893770107578 -0.069851496607622868 0.0032689915204618448 0.030612203440902878 -0.0642161644894374 -0.067923135074822075 0.064342698706900639 -0.049579762074157555 0.016946507675927754 -0.091471409045129057 0.029161523202804615 -0.033040348338108108 0.052028063585129278 -0.065344480052249715 -0.0015347395341489434 0.057918076914829413 -0.068509048944648709 -0.057651427127294021 -0.054616473634865353 0.024991238573973951 -0.086657622890511266 0.03804314143679937 0.046907353495036774 -0.067673641563001846 0.0021866337724742654 0.023292967784028527 0.018314063273978606
leaf_weight=178.41893465051908 0.87178628967376715 2.0013011768460269 0.83053742349147697 1.0194034514133843 2.2214223030023277 1.0360576733946798 0.93746061564888794 0.95756206754595041 0.72922962903976341 0.73679029941558738 1.7475908771157254 7.1491419523954418 0.79103334571118722 2.1764550081861698 1.5611722262110586 1.6301561815780616 1.2221870116191009 14.960626788666557 0.36863741069100786 0.45786700924509205 0.79864018780063506 1.6940749138593663 4.640979528427124 0.68808777257800091 1.2692794972099353 0.25335592744522728 0.9548313544364635 12.091546309413387 0.64884009957313538 3.8713362591224714
leaf_count=2313 28 54 3 46 45 4 13 20 8 2 20 31 30 46 21 14 172 658 3 65 80 12 22 10 21 11 59 189 3 31
internal_value=0.000811374 -0.00148648 0.00263868 -0.00679768 -0.0334174 0.0391036 -0.00416504 -0.0219868 -0.000584616 -0.00167349 -0.000200666 -0.00168375 0.00107714 -0.00381978 -0.00072128 -0.00394091 -0.00150365 -0.00635389 0.0304465 -0.01212 -0.00127854 -0.00572874 0.0111363 -0.0265215 -0.000557852 -0.0324702 0.00168557 -0.00168407 -0.0308689 0.00164896
internal_weight=248.736 66.4461 37.3988 29.0473 4.98823 3.03736 2.76681 1.82935 34.3614 33.5309 32.8017 32.0649 30.3173 23.1681 22.3771 20.2006 18.6395 16.1828 2.45666 0.826504 24.059 17.7106 6.34847 1.70749 16.0165 1.052 14.9645 13.6952 1.60367 182.29
internal_count=4034 1690 1131 559 106 58 61 48 1073 1070 1062 1060 1040 1009 979 933 912 830 82 68 453 375 78 56 363 91 272 251 62 2344
is_linear=0
shrinkage=0.0552071


Tree=636
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 2 1 2 1 2 0 1 0 2 2 2 1 2 1 1 0 1 1 1 2 2 0 1 1 0
split_gain=0.153053 1.11015 0.510487 0.928517 0.297324 0.540339 0.189639 0.667943 0.536977 1.91018 0.430833 0.203078 0.965078 0.986175 1.28485 1.44104 1.24218 1.22059 0.838021 0.987203 0.791951 1.48202 0.917322 1.55413 1.83464 1.29938 0.893205 0.89016 0.772731 1.52419
threshold=0.39672464895000009 49.122847560300009 0.39718870690000002 0.42018203045000008 48.96897326980001 44.952171034750002 0.32388251845000005 42.066503896600004 0.34219035360000005 35.171584490050009 0.45994131915000008 0.36006406990000012 0.48637765340000011 39.458743938000005 40.241071441700008 40.563919884450009 0.34524415440000006 40.94178426300001 0.34587287805000005 0.34739977845000009 0.48351845755000006 0.34587287805000005 0.34479506600000004 0.34518427590000006 41.385032804600009 41.218101594450012 0.47736594710000008 0.34527409360000011 0.36359689830000008 0.5017514446000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 7 -5 9 -8 -11 12 13 -10 16 -16 -15 -17 -14 -20 22 27 -19 24 -24 -25 -26 -22 29 -13
right_child=2 -3 3 6 -6 -7 8 -9 11 10 -12 28 18 14 15 17 -18 20 19 -21 21 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=-0.068473225602434226 0.032402257448738224 -0.075035116011085756 -0.069822478359046286 0.03367822961049715 0.033545935235594168 0.0030373201099508119 0.046545652364517159 -0.015105478085145847 0.019919226034255059 -0.030241326119430235 -0.090371260297547537 -0.010920255672240805 0.03787669989157702 -0.0032720159634923702 0.028122046399725414 -0.032134226599303144 -0.046086848725839971 0.02616690204990996 -0.016519818839471526 0.019913221055467074 -0.015335678430901733 0.016459132395424802 -0.067072916560800958 0.052034161479890172 0.023853711086859734 0.003293116496683342 -0.023123005398681781 -0.074177204742463407 5.7924663927610009e-05 -0.13606361313345275
leaf_weight=0.5003814694355232 2.162470367824425 0.91325799375772465 0.77568197191430854 2.8693098649382582 1.0206673145294187 3.7955295210704207 1.0031694266945117 1.9878780944272874 9.6714582556451187 0.9218679936602715 1.0857607603538779 2.0315915710889381 5.3997228518128422 6.5014080554246885 7.5146188139915457 5.1136651039123526 5.0278373686596751 6.5876940432935944 4.6417207121849051 9.4408386144787055 2.2630211338400832 2.9054305404424667 2.7616760954260808 2.4613301986828438 2.7576576243154705 32.579298229538836 4.3883543361444026 2.0502870827913284 115.43295859610771 0.50929005816578854
leaf_count=165 15 15 182 21 3 23 22 34 81 36 36 105 35 33 33 28 28 43 26 93 17 21 17 10 31 350 31 28 2466 6
internal_value=0.000856979 -0.009153 0.0011159 0.000832448 0.00216394 -0.00529212 0.00106281 0.0137128 0.000799166 -0.0263408 -0.0627606 0.00115438 0.00312626 0.000372713 -0.00190733 0.00132873 -0.0219433 -0.00182371 0.0162117 0.00790461 0.00081434 -0.0192511 0.00362494 0.000321156 -0.0222984 0.00671679 -0.00499461 -0.0433054 -0.00071876 -0.0360038
internal_weight=247.076 6.22984 240.846 238.684 5.31658 4.29591 237.908 4.85719 233.051 3.0108 2.00763 230.04 112.066 92.5837 82.9123 71.383 11.5292 63.8684 19.4823 14.0826 58.7547 7.21874 51.536 44.9483 9.90769 35.0406 7.14601 4.31331 117.974 2.54088
internal_count=4034 206 3828 3813 191 188 3631 55 3576 94 72 3482 905 751 670 609 61 576 154 119 548 66 482 439 79 360 62 45 2577 111
is_linear=0
shrinkage=0.0646839


Tree=637
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 1 0 2 2 1 0 1 2 0 2 2 0 0 1 1 1 1 2 2 0 0 1 2 0
split_gain=0.163787 0.655963 0.250538 0.690858 0.354897 0.435551 0.323503 0.46785 0.273616 0.560434 0.231018 0.880087 0.654238 0.80501 0.460048 0.282579 0.513616 0.235134 0.340041 0.438313 0.899925 1.25239 0.713503 2.75907 3.36824 0.842622 0.505903 0.609244 1.18381 0.663168
threshold=0.47736594710000008 0.47754558250000007 0.34551360740000009 42.686561923500008 47.927946529500012 42.719328117250008 0.34536391125000004 0.47709649410000005 44.756878345700009 44.952171034750002 0.34512439750000007 0.47943175355000006 0.34527409360000011 41.50623664750001 0.47808448850000007 40.664404858950007 41.571132012400007 0.4778150355000001 0.47817430615000006 0.34536391125000004 0.34542378970000004 0.34545372890000009 0.34569324270000007 41.218101594450012 42.47354681640001 0.47943175355000006 0.48068920095000006 0.3459626957000001 41.741384785950011 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 7 -1 -7 -10 11 14 13 -12 -3 -13 -17 -14 -19 -20 -21 -22 23 -23 -25 -24 -27 28 -28 -29
right_child=1 10 3 4 -6 8 -8 -9 9 -11 12 15 17 -15 -16 16 -18 18 19 20 21 22 25 24 -26 26 27 29 -30 -31
leaf_value=-0.0012967902149520843 0.029271982053959183 -0.0080999918300020124 -0.068464459901427507 0.063435284089397664 0.064047860655564171 -0.063704181718645225 0.022041230428746228 -0.031433028207409237 0.066897186195729819 -0.062514317186247725 0.039868091137855777 0.01589415434391302 0.018334454914421525 0.0025093696236404002 -0.040296595170404861 -0.015725511938641315 0.012275653345668136 -0.023523098836704809 0.016771136977586282 -0.04150851421707067 0.054478812268558642 0.012246775477675888 0.037335083192904156 -0.10577835660919063 -0.0031038571769517105 -0.02344147659303817 -0.0059594541485932396 -0.021210632058795465 0.036623623516514089 0.0010234991060089494
leaf_weight=26.769798038782035 3.0816523600369683 3.4392943670973208 0.79808649055485092 0.22739461064338662 0.2775670289993285 0.46932359397760592 1.976213929709046 2.0612748851999632 0.24481962621212006 0.25261593842878938 3.6246750578284246 4.5554958283901206 2.8037549369037142 5.2421072577126324 3.1672064743470401 5.1489218734204751 4.6152767054736614 2.1546137686818829 6.1893061157315961 1.8953223656862963 1.5952351689338673 6.1291257068514806 2.3708070106804362 2.1652134712785482 2.6276000142097473 3.1542903427034608 4.7062357068061811 5.1767388338048468 5.0048892498016357 133.83499918200414
leaf_count=672 15 18 76 2 2 53 20 16 1 55 19 22 20 31 24 31 20 23 35 13 21 23 35 25 23 20 21 29 65 2604
internal_value=0.00073409 0.00135464 -0.003256 -0.0227995 0.0019638 -0.0124669 -0.00181609 -0.00345138 -0.0303201 0.0011773 0.000944188 -0.00513204 0.00161811 0.0177813 -0.0235353 0.00335844 -0.00249011 0.000821062 0.00054365 0.000840216 0.000255601 0.00073026 0.000211148 -0.0148441 -0.0494883 0.00127718 0.000714311 0.00122664 0.0159869 0.000195509
internal_weight=245.76 212.683 33.0771 2.26981 1.47172 1.19415 30.8073 28.8311 0.966759 0.497436 209.601 20.9262 188.675 8.86678 6.6065 14.3197 9.7642 179.808 177.004 174.85 168.66 166.765 165.17 10.9219 4.79281 154.248 151.877 148.723 9.71112 139.012
internal_count=4034 3137 897 189 113 111 708 688 109 56 3122 115 3007 50 42 73 51 2957 2937 2914 2879 2866 2845 71 48 2774 2739 2719 86 2633
is_linear=0
shrinkage=0.0609531


Tree=638
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 2 1 1 2 2 0 2 0 0 1 2 1 0 0 2 2 1 1 0 1 2 1 0 0
split_gain=0.167116 0.684656 0.438503 1.1814 0.936106 0.805705 0.857894 0.729587 1.45875 1.39918 0.606201 1.0357 0.652193 0.588136 1.09271 0.473988 0.421094 0.831818 0.346546 1.14968 0.536253 1.51949 0.390843 0.33206 1.55738 1.09106 1.04076 0.854535 1.14988 0.602828
threshold=42.094663496250007 42.066503896600004 0.47997065955000012 0.4778150355000001 42.753078181500008 0.47769527860000011 42.434124620650003 0.3459626957000001 0.34614233110000009 42.283941020600004 42.522337019050006 0.46898296455000005 42.719328117250008 0.48351845755000006 0.48637765340000011 0.3975479776000001 43.120094701700005 0.34542378970000004 0.52507409960000018 0.53158588065000012 42.686561923500008 43.120094701700005 0.37078231190000005 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 0.39091643965000006 0.52925062125000011 0.53749887730000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 5 -5 6 -2 16 -9 15 -8 -12 -13 -11 -15 -10 17 -4 20 -20 -16 -22 -23 25 26 27 -25 -1 -29 -26
right_child=2 -3 7 4 -6 -7 10 8 9 13 11 12 -14 14 18 -17 -18 -19 19 -21 21 22 -24 24 29 -27 -28 28 -30 -31
leaf_value=0.0024327752640326697 -0.072504768902919361 0.035126449077428235 0.0019140094819268176 -0.073302155001048419 -0.016032314315857343 0.04903505616615926 0.029918271555009947 -0.095902520704388178 -0.094863606871449194 0.045703468632036198 0.0018246675129964468 -0.00022623680134449415 -0.055240091860834874 -0.086945969151078786 0.025309956255380243 -0.024715764617189839 -0.0021329379046312285 0.035760028469188958 -0.065980684961598438 -0.00085580830929736962 -0.04505548305998653 0.025432243479714314 -0.0059735292437253246 0.0057321658075756912 0.034529207166562291 0.035310874338515971 -0.061736657846613821 -0.068417226924941912 0.0182014514975469 -0.0013434392813767172
leaf_weight=124.17560448731456 0.59861151402584312 1.9803651775000606 4.7361980825662595 1.4525464824400831 2.6767813693732023 0.96337739378213783 1.703410603920928 0.55466414988041179 0.65471623744815832 0.92894192785024898 11.164572671987115 1.102924840524792 2.0002303683431819 0.47694572806358593 3.9899010621011275 0.617498693158268 4.5842274576425543 4.8472552057355642 0.95341059374913939 14.419386520348779 1.9076611703203523 3.6499114790931344 2.0368314710067352 1.1112891656812274 1.6044756844639767 3.2918942128308109 2.3479436285051634 1.2856438336893909 0.83335288241505612 42.015604330445058
leaf_count=1128 29 15 25 37 31 5 20 4 10 5 280 12 109 4 21 31 22 82 169 632 27 31 120 20 5 15 105 48 14 978
internal_value=0.000629457 0.00154201 -0.00183985 -0.00853829 -0.0361777 -0.00202877 -0.00499765 0.0014314 -0.00361485 -0.00188756 -0.00246743 -0.00633393 -0.035687 0.000755648 -0.000766326 -0.0608157 0.0121844 0.0190331 0.00075843 -0.00489481 0.00826049 -0.000696859 0.0141836 0.00116554 -0.00296581 0.00266647 -0.0400621 0.00181559 -0.0343521 -2.39371e-05
internal_weight=244.666 178.646 66.02 21.6625 4.12933 17.5331 16.5697 44.3575 30.1899 29.6352 15.9711 14.2677 3.10316 28.363 27.434 1.27221 14.1677 9.58345 26.9571 15.3728 11.5843 7.5944 5.68674 176.666 47.0793 129.586 3.45923 126.295 2.119 43.6201
internal_count=4034 2328 1706 523 68 455 450 1183 1054 1050 421 401 121 1009 1004 41 129 107 1000 801 199 178 151 2313 1108 1205 125 1190 62 983
is_linear=0
shrinkage=0.0574375


Tree=639
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 0 0 1 2 2 1 0 0 2 1 2 2 2 1 0 0 0 0 0 0 1 2 1 0
split_gain=0.137432 0.582469 0.364228 0.995681 0.896677 0.690787 0.655199 0.549149 0.847465 1.07769 0.629622 0.581238 0.361763 0.552576 2.01457 1.33946 1.27572 0.461776 1.0706 0.611299 0.593637 1.05763 0.65154 1.02512 0.510732 0.582623 0.720884 0.547428 0.496356 0.683063
threshold=42.094663496250007 42.066503896600004 0.47997065955000012 0.4778150355000001 42.753078181500008 0.47769527860000011 0.48028502140000007 0.47396784530000008 0.34219035360000005 44.952171034750002 42.719328117250008 0.35862698720000002 0.48098859315000003 0.48351845755000006 43.182896969600009 0.34542378970000004 42.198888176300009 43.157831852650006 42.67709657435001 0.36160593995000007 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.55074698365000019 0.49949103320000005 0.50889194935000015 0.38052752915000004 43.680097826700013 0.35374689380000007 0.5654770815500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 9 -2 -9 -10 -8 14 15 -14 -15 18 28 -19 -20 -22 -23 -24 -21 -26 -27 -28 -18 -30
right_child=2 -3 6 4 -6 -7 12 10 11 -11 -12 -13 13 16 -16 -17 17 19 20 24 21 22 23 -25 25 26 27 -29 29 -31
leaf_value=0.0011126145106023101 -0.067297813808487733 0.035039101438872566 0.043495647451862192 -0.076491450785583615 -0.015331260347105051 0.049663589105414081 -0.02623617163115409 -0.0051150020574314498 0.064141708139515669 0.0014388006828569323 -0.053897912259621192 -0.022312022936352687 -0.0069905644775801233 -0.10478222630881931 -0.039704817008482524 0.05698062994380948 0.019731766636442428 0.027631004923280619 -0.048033052108549606 -0.073711607656111774 0.039844568187846506 -0.080561312367311871 0.066120106282110624 -0.068210713651437729 0.04500259157227169 -0.070584304376509019 0.022826422010350279 -0.010464548939555661 -0.01695529851701565 0.018733389387318999
leaf_weight=176.01998154953253 0.92827649817628355 1.900422679260372 1.3308566715568293 1.3354734417516727 2.673640456981957 0.91122194379568 1.8582496680319298 2.5313072227872899 1.1984250142704684 9.7319410527124983 1.6069862890290094 0.38070058377343219 1.8476325273513783 0.4429853689216533 1.7765887528657911 3.5574261173605919 4.244492836296561 4.0738828703761092 2.9517953470349303 0.34109804716717818 1.0331227709539237 0.75216734284185782 0.41281141340732574 0.43188011442543939 1.0511774853948725 0.55004645488224735 2.8739166911982466 5.0770364434829389 6.2033827095292491 2.9352337528544012
leaf_count=2313 127 15 6 37 31 5 10 34 9 97 105 78 10 15 11 66 20 27 33 23 10 26 2 39 28 24 63 630 78 62
internal_value=0.000598481 0.00147499 -0.00179913 -0.00833613 -0.0357043 -0.00198973 0.00138346 -0.00486362 0.00162641 -0.00454669 -0.0240584 0.0432992 6.21055e-05 0.00126706 0.0166047 0.0351131 -0.00203331 -0.00065118 -0.00684532 0.00775934 -0.02927 -0.00821107 -0.0393017 -0.00256155 -0.000423468 0.00219357 -0.00309991 0.00156866 0.00250749 -0.00549244
internal_weight=242.964 177.92 65.0438 21.298 4.00911 17.2889 43.7458 16.3776 12.2393 10.6602 4.13829 1.57913 42.4149 40.5567 7.18165 5.40506 33.375 32.932 18.9649 13.9672 5.58178 2.62998 1.59686 0.844692 9.89328 9.55218 8.501 7.95095 13.3831 9.13862
internal_count=4034 2328 1706 523 68 455 1183 450 311 224 139 87 1177 1167 87 76 1080 1065 270 795 110 77 67 41 768 745 717 693 160 140
is_linear=0
shrinkage=0.0609531


Tree=640
num_leaves=31
num_cat=0
split_feature=1 0 2 1 2 2 2 2 0 0 0 2 0 2 1 0 1 0 0 2 0 1 1 1 2 2 1 2 2 0
split_gain=0.83868 1.44477 1.98382 1.58359 0.945537 1.71569 1.08704 1.03165 0.972403 1.01717 0.934829 0.917785 1.15025 1.91309 1.38007 1.17417 0.993711 0.92038 1.37653 1.12301 0.900407 1.00246 1.31012 1.97774 1.50122 3.64004 1.36906 1.15296 1.26651 2.19868
threshold=0.39072183470000005 0.52770875125000016 39.110279783550006 0.39587138110000003 40.563919884450009 40.316494640950005 40.94178426300001 40.206947806850003 0.48597347385000006 0.4778150355000001 0.52453519355000011 37.198331469900005 0.5296248615500001 35.050303764500008 0.46280051495000007 0.54386096225000014 0.46476153410000004 0.52812790035000023 0.5296248615500001 37.828051409500013 0.51675099550000014 0.34569324270000007 0.34545372890000009 0.34542378970000004 41.872294782850005 42.094663496250007 0.34521421515000011 41.319407281650008 41.436838994450007 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 10 5 7 8 -1 9 -6 -4 12 -3 15 -15 -14 -16 -13 19 -19 21 22 23 24 26 -26 27 -8 -29 -30
right_child=1 11 3 -5 6 -7 20 -9 -10 -11 -12 17 13 14 16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00033787176722203135 -0.002702845766896523 0.0014715889811708384 0.001757442089519243 -0.0020576231927434564 0.00056194077700236287 0.0011842856900577056 -0.0007088962083898054 -0.00078353184311734912 0.00044479491209955895 -0.0015109082470398051 -0.00045906013450414801 0.001838995944988117 0.0017147160235360178 -0.0024961859152345775 0.0023829658166371914 -0.0006600368403756982 -0.002353351536709041 0.00058384222866401405 0.00015198838473900716 -0.0022390692230215875 -0.00083476084525207605 0.00042390482269589943 -0.00067840339236937565 0.001917256913828463 -0.0031589671524784126 -6.3177262230301189e-05 0.0011117980305377527 0.0013765063174119665 0.0011412692772974449 -0.0011099591354541555
leaf_weight=71.582898427572218 1.7276769802556362 0.9363180473446836 1.3775971229188146 1.2459710750845259 1.1629514303058375 9.2331037595868093 4.6828399647492942 3.2994397208094588 2.3864325173199177 4.18707275390625 1.5600082310847936 1.1942123018670816 1.2407232597470286 2.7745676008635205 0.44083228707313526 2.2560317904426483 0.27752837425214238 0.79848483949899618 74.980734385462711 1.6855080379173157 3.3600982129573813 43.681144406087697 8.5104781526606512 2.3281204625964156 1.5439671664498771 26.925773873867001 7.7778978007845572 3.7378699870314431 3.1564577202079818 3.5369696244597435
leaf_count=584 49 6 21 190 71 52 42 24 12 23 49 12 5 75 1 196 61 5 1373 75 38 457 82 23 37 376 31 13 30 21
internal_value=0.000157161 2.63716e-06 -0.000935246 -0.000205286 0.000228236 0.000386793 0.000114223 0.000288461 -0.000596048 -0.00106033 0.000580374 6.66675e-05 -0.000569287 -0.000842677 -0.00186905 0.000182576 0.000553157 0.000130749 0.000104414 -0.00133164 0.000164524 0.000196236 3.63521e-05 0.000149649 6.95273e-05 -0.000231068 0.000443363 9.93792e-05 0.000462232 -4.83345e-05
internal_weight=293.59 92.4962 5.91125 4.18358 201.094 84.1154 116.978 74.8823 7.73646 5.35002 2.93761 86.5849 7.926 6.98968 3.49293 3.49676 0.718361 78.6589 77.4647 2.48399 109.242 105.882 62.2004 53.6899 51.3618 28.4697 22.892 15.1141 10.4313 6.69343
internal_count=4034 2118 309 260 1916 660 1256 608 106 94 70 1809 344 338 137 201 62 1465 1453 80 1150 1112 655 573 550 413 137 106 64 51
is_linear=0
shrinkage=0.00196078


Tree=641
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 0 1 1 2 2 1 2 0 1 2 0 2 2 2 2 0 2 2 2 1 2 1 2 2 2
split_gain=1.04182 1.55253 1.85855 1.73268 1.53457 2.36157 2.46933 2.0674 2.68914 2.00852 1.69427 2.11285 1.89174 1.42183 1.38227 2.42191 1.30754 1.57219 1.29886 1.06655 1.02076 1.01455 1.69864 1.96433 2.01089 1.33513 1.59702 2.34739 1.24005 1.06615
threshold=0.5231430197000001 38.400997490450003 38.748048509250005 0.5223196910500002 0.35651627195000007 0.50339810185000011 0.37078231190000005 0.34608245260000009 41.806790701050012 39.952536079750011 0.37668033890000002 41.898943182100005 0.51675099550000014 0.3459626957000001 38.244973486750006 0.52366695610000014 43.384297312450009 42.779078631750004 37.828051409500013 47.927946529500012 0.47943175355000006 39.749124837650008 40.241071441700008 40.563919884450009 0.34575312120000007 41.218101594450012 0.34536391125000004 41.898943182100005 42.824128352900011 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 9 -7 13 -9 -6 11 -8 -12 20 15 -2 17 -10 -17 -11 -4 -22 -23 -24 25 -25 28 -28 29 -27
right_child=14 2 3 -5 5 6 10 8 16 19 12 -13 -14 -15 -16 18 -18 -19 -20 -21 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00061441629475839988 -0.0041330766332038698 -0.0014458116383001653 -3.067539172990041e-05 0.0014711388730769895 -0.0033455153484387903 0.001342237484714769 -0.0027827919413778122 0.0015600306535621864 0.0003724790708370534 -0.001069676564957442 0.0010086395256124682 4.4795964430184199e-05 -0.00076738541681017425 -0.0013570332711033127 0.00011023660729447186 -0.00019962113301134906 0.0012711712600826045 -0.0012384459341470595 -0.0022763202626398921 0.0015664322420398688 0.0013474798474338737 -0.0008643226444482047 0.0016720071643106266 0.00072140913492725091 0.0011172551173628121 0.0004070045552833418 -0.0023549658055025549 -0.00020983766137691714 0.0010243447197241047 -0.00087955965160541635
leaf_weight=36.2274164888222 0.68117907643318432 2.7044518440961829 53.472390745766461 3.9787222142331293 1.434642363339665 4.4642596095800426 2.0742726419121018 9.7040118649601954 8.1087334435433132 4.4894219718989916 4.6163494604406861 1.9914310923777518 4.6068670586100779 2.4239603616297236 73.073321292496985 15.050410866897439 3.5612007481977335 3.2679689361248156 1.2544207597966295 0.67938275635242451 3.6640926674008361 4.546761028468608 4.1895249858498564 8.4265221469104272 8.461328521370886 5.476685084402563 2.6909176334738714 7.2331957556307316 4.9616474360227576 4.5202737636864185
leaf_count=372 5 22 673 24 15 30 34 78 41 178 42 21 43 15 1574 438 24 29 58 4 14 21 16 39 74 29 22 53 19 27
internal_value=0.000168503 0.000246706 0.000166336 0.000193077 0.000161109 -0.000291814 8.05504e-05 0.000243001 0.000756377 -0.00129291 -0.000343299 -0.00139781 0.00012154 0.000128066 -6.88273e-06 -0.000510727 0.000234305 -9.02607e-05 -0.000359393 -0.000723189 0.000161508 0.000351214 0.000278938 0.000392039 0.00026366 4.68272e-05 -0.00018162 -0.000791488 0.00022299 -0.000174735
internal_weight=292.036 201.976 165.749 163.045 159.066 24.3566 17.7532 134.709 24.6419 6.60345 13.2889 4.0657 9.22322 110.067 90.0593 16.986 14.9379 11.3767 16.3048 5.1688 107.643 54.1709 50.5069 45.9601 41.7706 33.3092 24.8827 9.92411 14.9586 9.99696
internal_count=4034 1959 1587 1565 1541 367 170 1174 172 197 140 55 85 1002 2075 501 94 70 496 182 987 314 300 279 263 189 150 75 75 56
is_linear=0
shrinkage=0.00196078


Tree=642
num_leaves=31
num_cat=0
split_feature=0 2 0 2 1 1 0 0 0 1 2 2 2 2 2 1 1 2 0 2 2 0 1 1 1 1 2 2 2 2
split_gain=0.148691 0.21883 0.177457 0.190559 0.276287 0.173772 0.357288 0.144577 0.413025 0.253777 0.621259 0.238858 0.276628 0.235447 0.34376 0.209206 0.337838 0.291455 2.33972 1.26847 1.07615 1.1856 0.895012 0.506732 1.41525 0.922708 0.455734 0.818502 0.427456 1.51279
threshold=0.57619532350000013 40.844669808050007 0.59897907245000015 40.94178426300001 0.4591329601000001 0.46112391845000006 0.59734738480000016 0.47721625100000004 0.47754558250000007 0.34551360740000009 42.686561923500008 42.719328117250008 44.756878345700009 44.952171034750002 50.205949521800008 0.34548366815000003 0.34524415440000006 41.535369675400013 0.47676716265000008 41.571132012400007 39.952536079750011 0.47464147780000004 0.32388251845000005 0.34509445825000007 0.34398670700000006 0.34219035360000005 44.952171034750002 41.898943182100005 38.969453495950006 38.121007182500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 9 -9 15 -11 -12 -13 -14 -15 16 17 18 20 -19 21 28 -22 24 25 26 27 -21 29 -1
right_child=1 2 -4 4 5 6 -8 8 -10 10 11 12 13 14 -16 -17 -18 19 -20 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026349996733427178 -0.060248345154786193 0.063409023158950764 -0.06039403895612306 -0.065118250769076944 0.061772091678882174 -0.061825876560698191 0.058188690106251009 0.019664589998708404 0.00099580894783908537 -0.066565784401097602 0.061997876690171511 -0.061442910925254383 0.064531519573231749 -0.061029962035843544 0.062495287385050502 0.025418074633972255 -0.031546795817331406 0.076533904677828918 -0.10082826333326278 0.034211158301268876 0.0048859846179130136 0.070311987718515254 -0.081814994337416833 0.028931546031073556 -0.072857450754950981 0.058771601743584527 0.0013840201871994405 -0.065289825308349536 0.020745457848124094 -0.093855284243247544
leaf_weight=4.7236724446811511 0.34115017584917851 0.16409547626972176 0.17643202474209829 0.2142009171875543 0.18648833232873585 0.20240616161026992 0.15751725959125906 4.3206350430846205 206.06813816214708 0.74268263769044907 0.21061515808105447 0.25158381729852408 0.20714615285396576 0.22054641880095005 0.12665225565433502 0.98510608728974958 1.3699914262906521 0.81914400728419323 0.90098002552986223 0.42379096185322385 0.75916165031958438 0.96844889596104611 0.96645745972637087 1.9088207092136134 0.98635796923190433 0.93005264550447542 9.7782006808556599 0.97316908463835716 2.4847950972616673 0.6614858250832184
leaf_count=178 434 1 351 32 3 94 5 30 2202 76 2 48 1 55 1 6 42 3 7 16 28 5 81 24 35 3 97 145 16 13
internal_value=0.000700572 -0.0184296 -0.00547354 0.00500515 -0.00759497 0.0149549 -0.00930258 0.000814686 0.0013792 -0.00296785 -0.0250195 0.00533409 -0.00947399 0.0141116 -0.01597 -0.001659 -0.00258988 -0.00113591 -0.00839084 0.004122 -0.000507074 0.00792052 -0.0436721 0.000167719 -0.0040262 0.00158231 -0.00317726 -0.0351046 0.000242841 -0.00921738
internal_weight=243.23 1.44229 1.10114 0.924708 0.760613 0.546412 0.359923 241.788 210.389 31.3989 1.75923 1.01654 0.805929 0.554345 0.347199 29.6396 28.6545 27.2845 11.465 15.8195 10.564 8.8384 1.72562 15.0004 13.0916 12.1052 11.1752 1.39696 7.86995 5.38516
internal_count=4034 920 486 135 134 102 99 3114 2232 882 183 107 105 57 56 699 693 651 328 323 321 212 109 320 296 261 258 161 207 191
is_linear=0
shrinkage=0.0597579


Tree=643
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 0 2 0 0 1 1 1 1 1 1 1 0 2 2 0 0 2 2 0 1 2 2 2 1
split_gain=0.136593 1.52831 0.387862 1.0328 2.37402 1.53036 1.51239 0.661057 0.347102 0.293805 0.409204 0.334841 1.00204 1.41692 0.926279 0.767243 0.716443 0.819579 1.27362 0.669432 0.668738 0.639624 0.630404 1.06674 0.572058 0.392298 0.615199 1.12382 1.58547 2.4737
threshold=41.218101594450012 41.147265497500008 41.535369675400013 0.48797940185000005 0.34584293880000011 0.4784437592000001 0.53749887730000012 41.605323437500005 0.48351845755000006 0.57152480465000022 0.4591329601000001 0.41988263825000011 0.42114008565000011 0.42473279245000012 0.40301188585000008 0.40509266190000009 0.4025178887000001 0.52507409960000018 43.631818398850008 42.536568606950006 0.54300769440000007 0.55769288345000012 43.680097826700013 47.709122305950011 0.56719858685000013 0.34569324270000007 42.434124620650003 41.872294782850005 42.094663496250007 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5 -4 -7 11 -11 14 -13 -14 16 -16 17 25 -19 -15 -21 -22 -20 -24 -23 26 27 -9 -29 -30
right_child=2 -3 7 6 -6 8 -8 9 -10 10 -12 12 13 19 15 -17 -18 18 22 20 21 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00093374094496940922 0.0059243400373633071 0.043613080642545855 0.023625966729548808 -0.0097511316649194421 0.040617043030109413 -0.049221491892658203 -0.086169878297497129 0.0016867046182240219 -0.020095562247226605 -0.064658731134099007 0.0052980275720167268 0.062607135704876707 -0.074716409430014785 0.028533959406818903 0.0093120400123548625 -0.075523527287906581 0.026517803508227002 -0.056211026777279634 0.067682354323752997 -0.073009021695770726 0.041915916485017801 -0.067187557501229483 -0.066438523020352885 0.011741944177668039 0.0018261318730190925 0.0053163169039015575 0.00096563137335367686 -0.088813182425672418 0.031126879679843979 -0.076632839705582281
leaf_weight=129.91869846956251 6.2748673631576839 2.9451052814256391 4.1226562817755612 2.7112050377763799 3.5397279247408724 3.1098718419671059 1.3225015607895327 5.3851607545511779 2.5608508735895157 0.57646971271424152 0.57152360152758774 1.1143089329125349 0.72646964446175655 3.7378241568803787 0.56719558307668094 1.0310418777444281 3.259585738182067 2.3272178662009528 0.41405387455597553 0.45569628648809191 0.99685397872235659 0.53733828874828793 0.82072060060454566 2.2177179362624884 1.7708821691339833 29.346274088195059 25.349696153061814 1.4340168717899358 1.7482649984885941 1.2568271947093306
leaf_count=1801 36 31 31 40 20 18 36 40 28 77 381 9 22 31 5 69 14 83 2 86 14 21 106 47 67 437 393 38 30 21
internal_value=0.000617819 0.00187979 -0.000916399 -0.00840122 -0.00152316 -0.0140102 -0.034806 0.000711094 -0.0360685 -0.000391948 -0.0298311 8.01725e-06 0.0104702 0.00340681 -0.00129205 -0.0454164 -0.000333354 -0.00157836 -0.0227136 0.0109754 -0.00647593 0.00269751 -0.000134107 -0.00937559 -0.0142398 0.000314939 -0.0038578 -0.0163038 -0.0381283 -0.0139417
internal_weight=242.151 132.864 109.287 19.519 15.4853 11.9456 4.03371 89.7678 5.67072 85.6451 1.14799 84.4971 9.33937 8.22506 75.1578 1.59824 73.5595 70.3 5.77971 7.49859 3.76077 3.30507 3.45249 3.03844 2.30822 64.5202 35.174 9.82427 4.43911 3.00509
internal_count=4034 1832 2202 178 102 82 76 2024 46 1993 458 1535 250 241 1285 74 1211 1197 238 219 188 102 155 153 88 959 522 129 89 51
is_linear=0
shrinkage=0.0585862


Tree=644
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 0 1 0 0 0 0 0 2 2 2 0 0 0 1 2 2 0 1 1 0 1 1 0
split_gain=0.541562 0.776451 0.937897 2.47555 1.14066 1.11671 1.50947 1.22791 0.980306 0.915859 1.23667 0.776843 0.839216 0.760593 0.75782 0.714897 1.27574 1.14472 1.24909 2.03169 1.04636 1.98962 0.972118 1.16324 2.88123 2.27746 1.66224 3.66188 2.43428 1.20427
threshold=42.094663496250007 42.066503896600004 0.39542229275000007 0.53544804050000006 36.728658719300007 36.728658719300007 34.654301448200009 0.54386096225000014 0.39408999735000005 0.52404119640000013 0.52770875125000016 0.5681267027500001 0.56859076075000015 0.53749887730000012 39.749124837650008 36.620308449100001 37.038444968100009 0.51675099550000014 0.50008981770000005 0.49787431515000008 0.34398670700000006 36.124181380200007 37.784765830350004 0.5223196910500002 0.35651627195000007 0.34608245260000009 0.50339810185000011 0.37078231190000005 0.3782970569500001 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 7 -5 9 15 14 -9 -13 -7 -11 17 -17 18 19 20 -1 -22 -18 24 25 29 -26 -28 -29 -24
right_child=-2 -3 3 5 -6 13 -8 11 -10 10 -12 12 -14 -15 -16 16 22 -19 -20 -21 21 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.00078707570016287053 -5.2320277752029954e-06 0.0012640256979556011 7.9234064468426251e-05 0.0021725099721371598 -0.0020494405164536893 0.0014488376517565328 -0.0023168018836307379 -0.002256913547828102 0.0012078884642849255 -0.0027826904978262711 0.00014565512239448405 0.0022502203571330478 -0.0019876524058211847 0.00010839154988135715 -0.00048890306360041286 -0.00081912316848594638 0.00091745411784069093 0.0014646252528808638 -0.00045696718752239542 0.0018065671234878441 -0.0018584526447796693 0.0018278711420845087 0.00010476176896411375 0.0010055756374957494 -0.0014394811512983155 0.00098328112200857134 0.0016886076374500851 -0.002064236352526718 -0.00014860034429515235 0.0012204558532993477
leaf_weight=2.9348835165728833 75.461647104712029 2.325582987512461 1.2716819276101876 0.69415435194969166 3.0115526690206025 1.5548167452216137 1.5801618382101876 0.72113480325788237 3.6707255132496348 1.0743684158660465 3.5722164772450924 0.41146859526634216 0.27818225394366891 45.582097283258918 0.97663266211748112 4.2131065283901981 7.0009618122130624 4.1898331977426997 4.6452829763293257 3.7721582725644112 1.9039662808354481 0.71546826697885979 67.568281764979474 5.9336936715990296 4.9450257830321815 14.40174181293696 2.9909283965826026 3.1547760553658 9.3075141757726652 3.620426543056964
leaf_count=105 1706 15 20 2 105 4 104 24 15 22 28 1 152 696 25 29 50 17 25 17 55 22 464 28 62 108 17 42 50 24
internal_value=0.000131535 0.000181148 0.000168905 -4.14713e-05 -0.00141744 7.44943e-05 -0.000924652 0.000120423 0.000245887 0.000221852 -0.000524042 -0.000889273 0.000540803 0.000152606 -0.00169045 0.000251536 0.000200053 0.000600596 0.000341492 0.000739184 1.42822e-05 -0.000851576 0.000236159 0.000193543 0.000148082 0.000299778 -0.000488428 -0.000184091 -0.000633535 0.000161502
internal_weight=283.484 208.023 205.697 55.1053 4.28323 50.822 3.6851 2.10494 150.592 146.921 5.62322 1.41079 0.689651 47.1369 2.051 141.298 123.136 18.1616 13.9718 9.32648 5.55432 2.61943 118.923 111.922 105.989 85.5905 20.3982 15.4532 12.4623 71.1887
internal_count=4034 2328 2313 1108 125 983 283 179 1205 1190 75 177 153 700 47 1115 874 241 224 199 182 77 845 795 767 596 171 109 92 488
is_linear=0
shrinkage=0.00188464


Tree=645
num_leaves=31
num_cat=0
split_feature=2 1 0 1 1 1 2 1 0 0 0 0 0 1 0 1 1 2 2 0 0 0 2 2 2 2 2 1 2 0
split_gain=0.130993 0.280374 0.357883 0.349862 0.540421 0.469248 0.182829 0.336785 0.792139 0.268836 0.588157 0.367274 0.585713 0.159908 0.920911 0.452386 0.387039 0.708597 0.673894 0.589104 0.467896 0.279726 0.827312 0.456149 0.252221 0.261937 0.37633 0.789485 0.281417 0.241737
threshold=32.724174661450007 0.38906020780000011 0.53043322055000008 0.38552737940000009 0.38052752915000004 0.31693661865000006 34.883496062400006 0.36575252235000005 0.49485045360000007 0.51675099550000014 0.54429508100000012 0.5681267027500001 0.56859076075000015 0.34311846950000008 0.46495613905000005 0.34398670700000006 0.33204095685000007 39.458743938000005 40.098777110850008 0.43260680815000008 0.42569084760000003 0.43780126340000008 44.952171034750002 48.96897326980001 35.171584490050009 36.010074051050005 36.364346611650006 0.39019789825000006 36.491284729650012 0.50086823750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 -2 -9 -11 -12 -13 14 16 -15 17 19 -19 20 -8 22 -20 -24 -17 29 27 -27 -28 -26
right_child=6 2 -4 -5 -6 -7 13 9 -10 10 11 12 -14 15 -16 24 -18 18 21 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.051348584171367603 -0.0037152378928773789 0.071614017091624196 -0.066514060762642616 -0.099840640812167758 0.066598488590181609 -0.075496128607623392 -0.065504165026887717 -0.019775460663673663 0.068562826343541661 0.045609470419064872 -0.038277732103610455 0.075226763908319241 -0.067877579259097431 0.025761086121373209 -0.036705363145260177 -0.020004245234051268 0.042010775117304715 0.069981543887633432 -0.051913689520392589 -0.082813783962595228 0.07093768911327801 0.032463639674609156 0.016217990290650634 -0.012230851546936962 0.037069558445294949 0.0071801740455742589 0.033482812864451726 -0.076206755028339013 0.00064323652874297252 0.0046991894574108543
leaf_weight=0.16053859191015252 1.3662390320678235 0.26431423425674427 0.11162690974560974 0.25972208380699158 0.24874775856733322 0.50864873492173501 0.18533300759736515 1.7085833419114349 1.1844231784343717 1.2535841036587956 0.96547715831547953 0.36440971493721008 0.17817663355526747 3.040064398199319 3.2191200052620834 2.4497691287342596 0.92525911144912321 0.60420480370521445 1.2805578004190454 0.76545950956642628 0.24308887124061584 1.0121113535715256 5.2581254467368108 4.2756812795996666 1.563838516594841 1.1351569548714895 1.0977371840126569 0.81692515752001771 202.29502920455525 2.5217549326407607
leaf_count=10 33 1 108 2 3 74 48 12 11 6 16 1 62 15 42 29 18 3 163 11 1 34 49 33 14 27 15 42 3105 46
internal_value=0.000687365 -0.0180345 0.0306001 -0.03356 -0.0148064 -0.045066 0.000808704 0.0110928 0.0298477 0.000391517 0.0128685 -0.0143476 0.0282336 0.000498402 -0.00539886 0.00098597 0.00152764 -0.00122162 0.00334998 -0.048821 0.0119137 -5.41714e-05 -0.0030975 0.00345937 0.000630495 0.000871866 0.000549195 -0.0277163 0.000820476 0.0170896
internal_weight=241.264 1.5536 0.375941 1.17766 0.917935 0.669187 239.71 7.02089 2.55066 4.47023 2.76165 1.50806 0.542586 232.689 17.7689 214.92 14.5498 13.6246 12.4307 1.19388 0.428422 11.8265 10.8144 9.53381 211.88 209.43 205.345 1.95208 203.393 4.08559
internal_count=4034 198 109 89 87 84 3836 141 44 97 85 79 63 3695 402 3293 360 342 282 60 49 279 245 82 3278 3249 3189 69 3120 60
is_linear=0
shrinkage=0.0646839


Tree=646
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 1 1 2 2 2 2 2 2 1 2 1 0 0 2 2 2 2 0 1 1 2 1 1 2
split_gain=0.131837 0.551344 0.33414 0.925012 0.610481 0.911191 0.585918 1.23576 1.03869 0.661601 0.578567 0.560674 0.690139 0.533238 4.24419 0.491405 0.436326 0.414328 0.961258 0.379711 0.791544 0.893604 0.35127 0.289689 2.00247 0.756876 1.00626 4.38921 1.49347 1.84509
threshold=42.094663496250007 42.066503896600004 0.47997065955000012 0.47961138885000004 43.426640904350009 42.779078631750004 0.3459626957000001 0.34614233110000009 42.283941020600004 42.388109226950007 43.631818398850008 42.686561923500008 42.522337019050006 42.824128352900011 0.34554354660000003 43.182896969600009 0.3975479776000001 0.48351845755000006 0.48637765340000011 47.927946529500012 44.262924377150007 45.048573272350005 48.96897326980001 0.47997065955000012 0.34569324270000007 0.34467530910000005 41.481306584950012 0.34569324270000007 0.34587287805000005 41.827117825850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 5 11 9 -8 16 -4 -6 12 -2 14 -11 -15 -9 -10 -19 20 -12 -22 -21 24 -1 -25 -27 -28 -29 -30
right_child=2 -3 6 -5 10 -7 7 8 17 13 19 -13 -14 15 -16 -17 -18 18 -20 22 21 -23 -24 25 -26 26 27 28 29 -31
leaf_value=0.0015001848367998205 -0.0090327577730929618 0.037859786803649625 0.046147921917000005 -0.078463233981992522 0.042954477410266582 -0.075667833399989434 -0.10416195809058051 -0.10295812230355227 0.045593677562608619 -0.1005400337519131 -0.0795179729837866 0.019812022466807067 -0.077636542957603971 0.032735243229077837 0.039687537616705515 -0.00076098387738960738 -0.021742611927250532 -0.096612623668609926 0.00069574061298208992 0.016873485583805053 0.020737329410538841 -0.068198324229916701 -0.0091490502265881204 0.040003935431482326 0.052245300366640483 0.0012347045264554123 -0.10403306577733401 0.039860744181550202 -0.049379486134681405 0.0062327789298317138
leaf_weight=38.842304361925926 2.4729670832166515 1.8026916679227714 2.1552050225436679 0.7985469875857224 1.3388190155383188 1.1692061247449599 0.52606406062841671 0.59185097552836186 0.85903183929622429 1.5078037679195384 0.78974197193747331 1.7008474107133222 0.86039408133365203 3.9516839534044266 2.4930189475417137 3.6837828084826469 0.56080827278492507 0.44960990920663135 25.79951371342213 4.653100371360777 1.7940344557864594 0.67752690706402052 4.3869545422494411 1.9945391789078701 3.7082590316058477 114.52212646029602 2.1536560282111195 2.8384603783488265 4.0445449020480719 7.2560343220538925
leaf_count=499 64 15 8 15 30 120 4 10 5 15 59 20 27 30 58 18 31 4 1000 20 38 96 34 10 92 1492 20 11 97 92
internal_value=0.000635159 0.00155817 -0.00195138 -0.00884026 -0.00603849 -0.0231985 0.00138837 -0.00396872 -0.00210366 0.0125702 0.0017657 -0.0110124 -0.0267405 0.00635109 -0.0131605 0.0165748 -0.063444 0.000504579 -0.000971012 -0.00271709 -0.0220162 -0.00364252 0.00424528 0.00118499 0.00592259 -0.000332885 -0.000947902 -0.0162895 -0.00292447 -0.0136712
internal_weight=240.383 177.163 63.2205 20.6421 19.8436 6.20341 42.5784 28.7869 28.2608 13.7915 13.6402 5.03421 3.33336 11.6363 4.00082 7.63547 1.15266 27.1082 26.2491 12.3014 3.2613 2.47156 9.04005 175.36 42.5506 132.809 130.815 16.2927 14.139 11.3006
internal_count=4034 2328 1706 523 508 231 1183 1054 1050 129 277 111 91 121 73 48 41 1009 1004 247 193 134 54 2313 591 1722 1712 220 200 189
is_linear=0
shrinkage=0.0659776


Tree=647
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 1 1 1 0 2 2 2 2 2 1 1 1 0 1 1 1 0 2 1 2 2 1 0 2 1
split_gain=0.141418 0.964151 0.467652 0.654983 0.742309 0.390456 1.00258 0.369548 0.563652 0.842577 0.308298 0.28821 0.173284 2.51671 1.01434 1.41768 0.949472 0.914811 0.815931 1.34633 1.08139 0.759469 0.839157 0.995466 1.06646 0.685831 1.94252 0.63644 0.638202 1.55009
threshold=0.39672464895000009 49.122847560300009 0.39718870690000002 0.31761025120000003 35.171584490050009 0.32388251845000005 0.33750486510000005 0.31118828780000007 0.39606598605000004 44.952171034750002 48.778770352700008 35.419594101850009 39.458743938000005 39.525197829750006 0.34674111555000003 0.34512439750000007 0.34440585610000002 0.46898296455000005 0.35738450945000005 0.36006406990000012 0.36359689830000008 0.47700667645000011 42.488347682450005 0.3447052483500001 41.289992964000007 39.792680591700012 0.34524415440000006 0.47709649410000005 40.003678352300007 0.37977904855000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 11 8 9 -1 -9 -7 14 -14 15 16 17 -8 -16 -20 -21 22 23 -15 -25 26 -23 -27 29 -29
right_child=2 -3 3 5 -6 6 12 10 -10 -11 -12 -13 13 21 18 -17 -18 -19 19 20 -22 25 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.066202535735189832 0.030341070469845563 -0.072390966908695703 0.036159246182404431 0.021279237540583317 -0.071513704657998167 -0.0032994542916266927 -0.0061357697695253056 0.0027747053776536932 -0.019177013089445787 0.052096020915327876 -0.049001353466372827 -0.075300040315102429 -0.080416101918692917 -0.090631025622033054 -0.037128942101222896 0.069347297703557673 -0.030062198099451674 0.04599110604967209 0.064813397474054082 -0.054879560291270599 0.0017546995413632645 0.028524987132746468 0.0055675178799366272 0.01437905002274778 -0.072725498290927268 0.037068393483219629 -0.039387934497921398 -0.010288369465180223 0.00078075643921234603 0.046965144073825779
leaf_weight=0.28239412780385365 2.1345003239111966 0.83262571319937695 0.34739992022514232 3.6766049843281499 0.99493393523152918 0.29744367790408321 2.432154643815009 0.99456295250274684 1.2487114667892456 1.6980270128697157 0.86450456827878952 0.9003039967501536 1.5635807702783484 1.1312519153580063 2.2533930520439744 2.0565657150473271 1.8120795222348531 3.0541280433535576 1.3307304189802369 1.3942956098398998 49.192946923313684 2.5187862738966933 2.6617861976556014 1.4975735732587057 0.90800171619048331 2.0856844633817664 5.1710232772529707 3.6381729394197455 135.71249933255785 3.9843780665614759
leaf_count=123 15 15 4 30 101 14 28 46 5 13 4 63 30 13 34 17 39 19 26 19 814 10 166 71 44 20 59 30 2128 34
internal_value=0.000548186 -0.00913017 0.000794389 0.000520915 -0.0436476 0.00077951 0.000445421 0.00122173 0.0141892 0.0352275 -0.0213022 -0.0574197 0.000754281 -0.000353108 0.00355861 0.0228416 0.00973705 0.0228824 0.0002286 0.00185003 0.000193735 0.000432691 -0.0213287 -0.0415705 -0.0184992 0.00131369 -0.0171432 0.00228968 0.00178361 0.0196386
internal_weight=238.671 5.92083 232.75 230.616 1.34233 229.273 225.597 5.0882 3.22913 1.98042 1.85907 1.19775 224.399 160.873 63.5263 9.35493 7.29836 5.48628 54.1714 51.918 50.5872 159.309 6.19861 3.53683 2.40558 153.111 7.68981 145.421 143.335 7.62255
internal_count=4034 206 3828 3813 105 3708 3678 191 141 136 50 77 3601 2605 996 103 86 47 893 859 833 2575 294 128 115 2281 69 2212 2192 64
is_linear=0
shrinkage=0.0634156


Tree=648
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 1 1 2 0 0 0 0 1 0 2 2 1 1 0 0 2 2 2 1 0 2 2 0 2
split_gain=1.14037 0.639184 0.641365 0.559321 1.85652 0.681887 0.527668 1.59905 0.736684 1.32327 1.49059 1.09708 0.917824 1.70629 1.55521 1.50922 1.32434 0.880979 1.02631 0.833367 0.778077 1.90524 0.763768 0.784654 0.697104 1.33629 0.826826 1.88542 0.601563 1.18047
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.44805544745000009 0.43967246490000006 42.094663496250007 0.54386096225000014 0.54228915300000013 0.55609113500000007 0.52507409960000018 0.39814676205000005 0.47997065955000012 43.426640904350009 48.86568841230001 0.34545372890000009 0.34542378970000004 0.57152480465000022 0.54646567465000018 41.827117825850003 42.488347682450005 42.779078631750004 0.40509266190000009 0.55257327625000008 40.280372415600006 33.151194885250007 0.55832160710000012 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=3 -2 -3 4 6 -6 7 8 19 10 12 -11 14 16 15 17 -14 18 22 20 -1 24 -10 -24 -22 -26 27 -27 -13 -30
right_child=1 2 -4 -5 5 -7 -8 -9 9 11 -12 28 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00024598499310880362 -0.0021661001212840711 0.0022208813507917798 -0.00197399606351999 0.00097925813924219091 -0.0021297999241094556 0.00044035037231436819 0.00058572003731750637 -0.0016221479742537844 -0.0023492543588040848 -0.0023453744240012056 0.0013762475903483164 0.0011808811361655556 -0.0023060709359992771 7.7724909247149635e-05 0.0003690305153487795 6.8905280982993713e-05 0.0011778326087684052 -0.0019016517559417435 0.0015759591664881662 0.0014034051082750111 0.0007364850957861976 0.001689987818470153 2.3456454846388978e-06 -0.0020525670146421169 -0.0024214026964384534 0.0014413562701784026 0.00014194876864658006 -0.0021382917819018489 0.00047730820890741997 -0.0022319321268424791
leaf_weight=181.43877543488634 1.2615599537020887 0.31267598271369923 0.25392878201091662 3.2027915996732181 1.8499077426386059 0.50527736608637486 11.255509755341334 1.9382277227123257 1.0390884542721339 1.5627990273060266 3.1952993869781485 0.76014105416834388 2.6243168313521879 5.3015931830886984 33.414728889241815 16.370569750259165 0.49930737772956479 2.5967954384395853 0.77254418376833189 2.2940492882626122 1.3001940920948971 1.6231017857789982 3.1381793837063015 0.92499394959304471 1.5989105012267808 0.76064422214403782 4.0432237572968006 2.2073023249395192 1.2982894629240038 1.1806214284733867
leaf_count=1461 479 1 277 27 123 53 88 82 38 47 13 9 146 83 344 280 4 77 5 33 5 7 40 83 39 10 25 81 7 67
internal_value=0.00015464 -0.0013891 0.000340911 0.000164416 0.000155274 -0.0015784 0.000169695 0.000152473 0.000165214 -4.18187e-07 6.80029e-05 -0.000996094 5.3139e-06 -0.000599592 9.27965e-05 -0.000278761 -0.00174917 -0.000950592 -0.000530202 0.00022856 0.000214594 -0.00027924 -0.000849101 -0.000465462 -0.000601759 -0.000803845 -0.000434958 -0.00122088 -0.000345084 -0.000813011
internal_weight=290.525 1.82816 0.566605 288.697 285.494 2.35519 283.139 271.884 269.945 74.6793 69.8774 4.80185 66.6821 8.42522 58.2569 24.8422 3.12362 8.4716 5.87481 195.266 192.972 11.5334 5.10226 4.06317 9.91027 8.61008 7.01117 2.96795 3.23905 2.47891
internal_count=4034 757 278 3277 3250 176 3074 2986 2904 1243 1113 130 1100 233 867 523 150 243 166 1661 1628 167 161 123 160 155 116 91 83 74
is_linear=0
shrinkage=0.00196078


Tree=649
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 2 2 0 2 0 1 2 0 0 1 2 2 1 0 0 0 2 2 2 2 2 1 2 0
split_gain=0.707226 1.00338 1.84025 1.17968 0.812578 0.679651 2.00893 1.24898 1.22359 1.05468 0.94257 0.89664 1.62262 1.29734 1.46795 1.13905 2.11138 0.850824 1.4539 0.702797 0.918768 1.77426 1.43629 1.40158 1.08636 2.67648 1.08464 0.903134 2.15059 2.03991
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.39091643965000006 0.4662734648500001 40.563919884450009 40.316494640950005 40.94178426300001 0.48597347385000006 40.206947806850003 0.4778150355000001 0.37286308795000006 42.660927378600007 0.5017514446000001 0.5054040298000001 0.35275889945000011 43.426640904350009 41.243661560350013 0.34527409360000011 0.52404119640000013 0.51191581090000016 0.50706565670000014 38.400997490450003 33.96174662340001 36.364346611650006 38.748048509250005 39.420767558750008 0.34569324270000007 39.664548207900005 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 6 9 8 10 19 -7 13 -13 15 -15 17 -17 18 -9 20 21 22 23 -1 -22 -26 -27 29 -29 -24
right_child=1 4 3 -5 -6 7 -8 11 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 24 -23 27 -25 25 26 -28 28 -30 -31
leaf_value=-0.0010394738237510047 -0.0026957282461245744 7.5217001691051658e-05 0.002104478342344463 -0.00084019294066948547 -0.0013631887382129307 0.00042754702916003438 0.0011961169554856564 -0.00020514629276943352 0.00048941679202494585 -0.00085216982121359968 -0.0016030017363703212 -0.0019779306253957601 0.00014910928895825961 0.0020827056129433977 -1.2769497907504204e-05 -0.0023771041504307248 0.00047128933847511453 0.00014890714564163925 0.0014591037763251626 -0.00070558822384371553 0.0014768999448467263 -0.001389621603415585 -0.00053983122460585762 0.00074715779005182802 -0.00069181576733533202 0.0017656040346538645 0.00041208099361421971 -0.0016946496855718895 0.00047096055797077427 0.00083866146338602171
leaf_weight=1.8272455124242721 1.4751591323292808 82.040743830119027 0.76057213544845614 1.6749585111683698 1.5382582491838537 1.1131383192259807 9.5262413164600712 3.335146280936895 2.4976535812020302 3.2496701851487151 4.1769930049777031 2.0526595916599026 4.2007267754524946 2.9428289905190459 2.2819706005975604 1.8753144689835597 2.1448282077908516 83.589292253775056 5.1108530163764954 2.6283760815858832 5.0010312497615841 2.6013894304633132 7.8974214829504552 22.173210163949989 5.2999881505966178 4.3678620308637601 4.7532795593142509 3.6792127918452016 3.3851019067224115 8.6454259715974313
leaf_count=98 44 1139 4 174 757 71 52 30 12 24 23 22 61 28 18 49 76 833 33 16 20 28 52 213 29 15 26 33 20 34
internal_value=0.000150401 3.32169e-06 -0.000967428 7.93746e-05 4.87434e-05 0.000214626 0.000347618 0.000116561 -0.000641699 0.000240572 -0.00117574 0.000171476 -0.000549087 0.000215966 0.00116749 0.000164209 -0.000857428 0.000208834 0.000801927 0.000289715 0.000327285 0.0001872 0.000273362 0.000611135 0.000689422 0.000416336 0.00106025 -7.00388e-05 -0.000656925 0.00018058
internal_weight=287.847 87.4897 3.91069 2.43553 83.579 200.357 85.0355 115.321 7.78778 75.5092 5.29013 107.534 6.25339 101.28 5.2248 96.0554 4.02014 92.0353 8.446 72.2595 69.6312 50.209 47.6076 24.0005 19.4222 14.4211 9.12114 23.6072 7.06431 16.5428
internal_count=4034 2118 222 178 1896 1916 660 1256 106 608 94 1150 83 1067 46 1021 125 896 63 584 568 478 450 311 90 70 41 139 53 86
is_linear=0
shrinkage=0.00196078


Tree=650
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 0 2 1 0 1 2 2 2 0 1 1 0 2 2 0 1 2 2 0 0 1 2 0 1
split_gain=0.781981 1.57572 1.86838 1.26273 1.13693 0.882267 1.03744 1.28941 1.41349 0.952626 0.885389 0.821853 1.78419 0.997797 1.35074 2.2161 1.24988 1.33767 0.94121 0.894677 0.916634 2.01274 1.06887 1.12317 0.95501 3.05037 1.12301 1.57596 1.05795 0.780424
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 37.198331469900005 0.5296248615500001 35.050303764500008 0.46280051495000007 0.54386096225000014 0.4662734648500001 40.563919884450009 40.316494640950005 40.94178426300001 0.48597347385000006 0.34554354660000003 0.34545372890000009 0.4778150355000001 40.984321400500008 40.206947806850003 0.5231430197000001 0.39045238170000002 38.400997490450003 38.903925214650009 0.47883296910000012 0.47515044460000005 0.34545372890000009 39.749124837650008 0.50410167360000013 0.46476153410000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 -4 6 -3 9 -9 -8 -7 12 19 14 15 16 17 -13 -15 20 21 22 -1 -24 25 -25 -26 -28 -29 -10
right_child=1 5 3 -5 -6 10 7 8 29 -11 -12 13 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 23 24 26 -27 27 28 -30 -31
leaf_value=0.00056277652947879812 -0.0028028086621048566 0.0014242094039317137 0.0017693492431494929 -0.0020474280287673978 -0.0020553672016418649 0.00016473372997787992 0.0015611137833255876 -0.0024569737802867934 0.0023594452758293216 -0.00074889376944037008 -0.0014867992390386708 0.00053730432363165875 0.0011927763926215126 0.0016669573648695941 0.00061059627177372107 -0.0035894971079774149 0.0010261281869393206 -0.0023283716443901394 0.0001551330830964052 -0.00070420044578446825 -0.00045747386030206772 0.0019449315520393136 -0.00094282160010709752 0.0008991624820853506 0.0011282841763080842 -0.001729932622761838 -0.00071076227098749274 3.7412416306432985e-06 0.0013904247792361031 -0.0022513247235303822
leaf_weight=32.834508983927662 1.6283941849251267 0.86125112697482009 1.2851817387854683 0.85605057259090234 0.38933165647904378 72.493610019831976 1.0288159064948561 2.4269397244206634 0.42461353540420521 2.0620320055095362 1.2698743515647937 1.0037311145570122 9.3261039159260672 1.6078095212578762 2.5775286108255386 1.1049647778272627 1.4202831611037252 1.6652685552835462 103.55724654434016 3.3682499676942816 5.2677928879857054 3.0619330108165732 3.8103564977645901 3.3310585741419372 5.9112981632351902 3.4580330289900303 5.4844228699803343 4.6347739547491056 3.8912101555615664 0.21140777897380758
leaf_count=356 44 7 21 82 75 973 5 75 1 196 578 71 52 8 12 9 4 10 1142 24 28 9 30 24 23 23 44 22 25 61
internal_value=0.000169813 1.25088e-05 -0.00116449 -0.000110247 0.000880086 7.31077e-05 -0.00059138 -0.00087347 -0.00177509 2.00126e-05 0.000136302 0.000237526 0.000383927 0.000128144 -0.000549823 -0.00112565 -0.0004599 -0.00125068 0.000178247 0.00028342 0.000329825 0.000392269 0.000317229 5.30711e-05 0.000195137 -0.000439971 0.000411575 0.00010918 0.000636616 0.000826867
internal_weight=282.254 84.9375 4.15896 2.53056 1.67451 80.7785 7.01506 6.15381 3.06296 3.09085 73.7635 197.317 84.3797 112.937 7.77178 5.19425 4.08928 2.669 105.165 75.0536 71.6854 66.4176 63.3557 30.5212 26.7108 6.78909 19.9217 14.0104 8.52598 0.636021
internal_count=4034 2118 222 178 96 1896 345 338 137 201 1551 1916 660 1256 106 94 85 81 1150 608 584 556 547 191 161 47 114 91 47 62
is_linear=0
shrinkage=0.00196078


Tree=651
num_leaves=31
num_cat=0
split_feature=2 1 0 1 1 1 2 0 0 0 0 1 0 0 1 0 0 1 2 2 2 2 0 2 0 0 2 2 2 2
split_gain=0.127521 0.251872 0.33215 0.296751 0.505468 0.40521 0.154545 0.411903 0.492934 0.594097 0.775286 0.629783 0.30081 0.548127 0.14815 1.06585 0.409292 0.38431 0.249097 0.419241 0.502834 1.06412 0.647762 0.373913 0.237394 0.210414 0.887206 0.959639 0.726543 0.270722
threshold=32.724174661450007 0.38906020780000011 0.53043322055000008 0.38552737940000009 0.38052752915000004 0.31693661865000006 35.419594101850009 0.54429508100000012 0.51191581090000016 0.50008981770000005 0.49485045360000007 0.33992994225000006 0.5681267027500001 0.56859076075000015 0.34311846950000008 0.45994131915000008 0.43780126340000008 0.34398670700000006 48.226196960950006 35.782584506850007 39.458743938000005 40.098777110850008 0.37331217625000007 48.96897326980001 0.43513667255000005 0.47604862130000009 40.00488309970001 39.256147742250008 44.756878345700009 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 9 10 11 -2 -9 -14 15 16 18 -16 19 -8 -21 -22 -23 -20 -24 26 27 -19 -28 -27
right_child=6 2 -4 -5 -6 -7 14 12 -10 -11 -12 -13 13 -15 17 -17 -18 25 23 20 21 22 24 -25 -26 29 28 -29 -30 -31
leaf_value=0.038798860892196994 0.023381503116108995 0.058221437640105685 -0.054459389268647962 -0.078492458251892938 0.054513640843168655 -0.061288843964471269 0.057554804590289735 -0.0241812249689798 0.032017296749234869 -0.022764313980362123 0.036822794752606733 -0.036225584131435701 0.060988589571327093 -0.05545097202037956 0.01990307380044512 -0.032063082844435715 0.026083410700975609 -0.038317078913007264 0.014581752511402866 -0.067987976913400902 0.056884430474306191 0.025174156801123275 -0.05805249527008171 -0.0078011292623883831 -0.014704891386733922 -0.0022480120837983083 -0.060067192856635837 0.051329311004115571 0.017415248189247667 0.001996337108544138
leaf_weight=0.14966261945664772 0.91840484552085255 0.24417398869991291 0.10547740609945322 0.24852495640516281 0.23067893832921982 0.47658409016003134 0.21757079660892786 1.6921048238873475 2.5176209909841418 1.6744720768183468 2.1495726257562637 1.0931622544303534 0.34189355373382557 0.17065163951156137 2.9305493645369998 3.1702792540891087 1.7479721007402975 0.53787352875951844 4.2216125428676587 0.49003535485826466 0.54123069345951114 0.514653745805845 1.0478407826449254 4.1845264509320259 0.53858350217342366 59.679090931898827 1.2439020535384768 0.89684665529057384 0.46932302368804801 145.42962014738077
leaf_count=10 15 1 108 2 3 74 1 22 14 11 18 28 1 80 15 51 39 47 17 49 3 13 180 33 10 738 159 6 55 2231
internal_value=0.000635989 -0.0150249 0.0242296 -0.0274411 -0.0126352 -0.0373695 0.000731569 0.00700778 0.0123923 0.00392561 0.0146658 -0.00901126 -0.0133937 0.0222201 0.000440763 -0.00437449 0.00212583 0.000820952 -0.00143635 -0.0136721 -0.0186194 -0.0094637 -0.0265548 0.00343969 -0.0433362 0.000552432 -0.0130623 0.0177211 -0.0388416 0.000761388
internal_weight=239.874 1.4551 0.349651 1.10545 0.856926 0.626247 238.419 10.5579 8.35323 5.83561 4.16114 2.01157 2.20465 0.512545 227.862 16.6743 13.504 211.187 11.7561 3.34991 3.13234 2.64231 2.10108 8.40614 1.58642 208.257 3.14795 1.43472 1.71323 205.109
internal_count=4034 198 109 89 87 84 3836 189 86 72 61 43 103 81 3647 396 345 3251 306 256 255 206 203 50 190 3236 267 53 214 2969
is_linear=0
shrinkage=0.0530633


Tree=652
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 0 2 1 1 1 2 2 1 1 2 2 2 0 0 0 1 2 0 0 1 2 1 2 1
split_gain=0.931588 1.46278 1.8118 1.23753 0.980314 0.874924 0.942473 1.31664 1.19828 0.753554 0.744624 0.708239 1.97628 1.27304 1.5475 1.1729 1.14426 2.22787 2.26605 0.961723 0.941641 0.84625 1.2634 0.861364 1.43163 0.887519 0.728633 2.1901 0.790661 0.656349
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.39091643965000006 0.47721625100000004 37.198331469900005 0.5296248615500001 35.050303764500008 0.46280051495000007 0.46476153410000004 0.4662734648500001 40.563919884450009 40.316494640950005 0.34479506600000004 0.34527409360000011 40.94178426300001 39.420767558750008 39.749124837650008 0.48447651265000008 0.48797940185000005 0.49787431515000008 0.37286308795000006 42.660927378600007 0.5017514446000001 0.5054040298000001 0.35165114815000004 41.319407281650008 0.34521421515000011 41.360869295700006 0.40301188585000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -3 29 -9 -10 -7 12 13 -6 -15 -13 19 -18 -19 -16 -21 23 -23 25 -25 26 27 -17 -28 -8
right_child=1 5 3 -5 11 10 7 8 9 -11 -12 15 -14 14 16 21 17 18 -20 20 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-4.693433101157314e-05 -0.002683531392938599 0.0012984764042164576 0.0020542048694051052 -0.00092373491415498267 -0.00066370073757565542 0.0001426265858655819 0.0012277416203132598 -0.0023969134364485861 0.0022603486563752438 -0.0021714856117159434 -0.0012868201434505376 -0.00055932365985925689 0.0012851570992297267 0.0014041908875938982 0.0013492703880045392 -0.00036997309936704454 -0.001341893441074465 -0.00080170280966604011 0.000975555622872277 -0.00054788227706469624 0.00048528172693793184 -0.0016934074695747019 0.00016845939256511774 0.0020350422958677053 -5.5921772002089292e-05 -0.00075150833131629343 -0.00070852229542250217 0.0013947620965543389 0.00026789477606419849 -0.00064162785032447411
leaf_weight=36.378406267860555 1.6419565610704001 0.84548741951584716 0.71296575665473971 1.8636235407029742 4.4814524352550498 72.933595495764166 1.0766212493181231 2.3655721787945372 0.38458275794982899 0.22456289011461195 1.3720014440332295 7.1333438269793978 9.0333527363836748 5.164343297481536 4.1975545585155478 4.0991871729493123 4.1582559607923022 4.2603055611252767 7.0187483318150043 3.6544523015618315 30.195304406806827 1.9891128595918406 4.1707634874619544 2.674314819276332 2.2099696025252342 3.0995818413794032 3.2466674596071234 7.0997330620884895 54.660153086762875 1.9533441043131459
leaf_count=875 44 7 4 174 23 973 4 75 1 61 578 36 44 19 18 22 33 19 48 33 149 21 59 28 18 35 21 39 376 197
internal_value=0.000166232 -1.73923e-06 -0.00110539 -9.97118e-05 0.000238322 5.56297e-05 -0.000601748 -0.000869309 -0.00177779 0.000626543 0.000116233 0.000302163 0.000444171 0.000323834 0.000399293 0.00018878 0.000302263 -0.00013916 0.000304253 0.000481365 0.00037374 0.000252882 -0.000432764 0.000307669 0.00108895 0.000254819 0.000299956 0.000748809 0.00021315 2.26051e-05
internal_weight=284.299 85.3743 4.21855 2.57659 198.925 81.1558 6.85017 6.00468 2.97472 0.609146 74.3056 162.547 72.1638 63.1304 58.649 90.3828 53.4846 15.4373 11.2791 38.0473 33.8498 83.2495 6.15988 77.0896 4.88428 72.2053 69.1057 11.1989 57.9068 3.02997
internal_count=4034 2118 222 178 1916 1896 345 338 137 62 1551 1041 386 342 319 655 300 100 67 200 182 619 80 539 46 493 458 61 397 201
is_linear=0
shrinkage=0.00192234


Tree=653
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 0 2 2 0 0 0 1 0 2 2 1 1 1 2 2 0 2 2 1 0 2 1 2
split_gain=0.134517 0.477208 0.306432 1.42614 1.01136 0.968448 0.743436 1.08572 0.608494 1.09215 0.804508 0.652877 0.623174 0.57693 0.741613 0.671719 0.885866 0.986844 0.679568 0.589227 1.77065 2.15598 0.510113 0.487294 0.466792 0.812314 0.435137 0.717056 0.782288 0.748456
threshold=42.094663496250007 42.066503896600004 0.39542229275000007 0.53544804050000006 0.3975479776000001 0.39408999735000005 0.39091643965000006 0.52925062125000011 36.728658719300007 34.654301448200009 0.54386096225000014 0.53749887730000012 0.5681267027500001 0.41615520495000008 0.54136103710000005 40.80591513400001 40.377444152000002 0.45107930900000009 0.43967246490000006 0.43590012275000006 39.952536079750011 37.311503175250003 0.56859076075000015 41.178189531300006 40.890797847750008 0.46476153410000004 0.56065686655000013 39.458743938000005 0.43837010870000009 39.256147742250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 -8 9 10 -5 -10 -12 -13 -15 16 19 -18 23 20 21 -16 -14 -17 -20 -26 -21 29 -29 -28
right_child=-2 -3 3 8 -6 -7 7 -9 11 -11 12 13 22 14 15 18 17 -19 24 26 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0021234878698132256 -0.0013745596035592937 0.027324944045359512 0.0020050933113658787 0.055348437658086017 -0.055207232513442159 0.029263156279307957 -0.058693305800406527 0.01588384178775884 0.03410885764746175 -0.059677884394769315 -0.059949552493202753 -0.016480857642688189 0.056697304188880235 0.017641345251753291 0.025233801569261523 0.024546714296137778 -0.058215677279812833 -0.00092201605206866557 0.0096947676119014479 0.031628073798306629 0.012530705115758873 -0.063561986661894609 -0.051960475554460303 3.7723949978475561e-05 -0.063851751657079792 0.022115327741909916 0.00068640651782856917 0.030213371649477322 -0.062764643735030073 0.050456292078050365
leaf_weight=122.75086945548173 62.716168941182332 1.747004828241187 1.2268965048715466 0.51850420236587458 2.0860056325909682 3.2532231067307285 1.2027286449447268 0.82143292576074589 1.4804697856307019 1.1575874160971578 0.51097755273804069 4.5416897961986242 0.31489831209182739 6.5444160625338546 0.95300816837698787 5.3146005272865278 1.6225115656852716 1.4004531672399023 1.0105023956857615 1.4964597225189207 3.43757782317698 2.419068421702832 0.16443823288682324 3.280110340565443 0.8474441348807884 0.40671377711987589 4.3834764544299105 0.32103125564753987 0.76635917335079284 0.91279303785995569
leaf_count=1128 1706 15 27 2 98 15 48 14 4 104 24 34 1 25 10 30 17 36 13 7 18 71 152 33 25 108 162 5 90 12
internal_value=0.000615182 0.00132063 0.00106125 -0.00238638 -0.0340193 0.00233007 0.00162785 -0.0284289 5.96568e-06 -0.0231425 0.00488801 0.00150633 -0.0215318 0.000289258 0.00245817 -0.00101952 -0.00702263 -0.0316732 0.00877216 -0.00194987 -0.0127227 -0.0384667 0.0194218 0.015193 -0.015596 -0.0359733 0.00735957 0.00167054 -0.0353147 0.00926407
internal_weight=239.609 176.893 175.146 47.118 3.3129 128.028 124.775 2.02416 43.8051 2.66641 1.50882 41.1387 0.990314 39.6582 35.1165 28.5721 17.7127 3.02296 10.8594 14.6898 6.80965 3.37208 0.479337 8.59471 2.26466 1.25416 7.88012 6.38366 1.08739 5.29627
internal_count=4034 2328 2313 1108 125 1205 1190 62 983 283 179 700 177 696 662 637 428 53 209 375 99 81 153 63 146 133 276 269 95 174
is_linear=0
shrinkage=0.0500028


Tree=654
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 1 1 0 0 1 1 0 1 0 0 1 1 2 2 2 1 2 2 1 2 2 2 0 1
split_gain=1.05334 0.609666 0.690625 0.592217 1.48511 0.639336 0.549826 2.05167 0.980909 1.52769 1.21883 0.862798 2.84138 0.870403 0.840907 0.825895 1.29671 1.37355 1.18141 1.89389 1.60359 1.45763 0.996286 2.67182 1.28681 1.1599 1.15092 1.09907 1.0456 1.75356
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.46280051495000007 0.45368402140000008 0.58415915690000009 0.44805544745000009 0.43967246490000006 0.57152480465000022 0.54646567465000018 0.43401395170000007 0.42114008565000011 0.54228915300000013 0.41988263825000011 0.5398790455000001 0.53833717555000005 0.39091643965000006 0.40301188585000008 40.413896136950008 41.385032804600009 48.86568841230001 0.39476362980000007 40.563919884450009 40.316494640950005 0.37286308795000006 40.720231579350006 42.660927378600007 40.206947806850003 0.5017514446000001 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 8 9 10 11 13 -13 14 15 16 22 18 21 -20 -21 -18 23 27 25 -24 -26 -1 29 -27
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 20 -22 -23 24 -25 26 28 -28 -29 -30 -31
leaf_value=0.00028057277225304426 -0.0020483418472626489 0.0020992215701459288 -0.0018799445420733139 0.00094214465264330432 -0.0019838753002520354 0.0004117888910014025 0.00055279926834462352 -0.0016932948938660438 0.0013393050501197008 -0.00042019420930018209 0.0016263862242113206 0.00060101110820968951 -0.0019429878852216373 0.00093854196662349542 -0.0003769523992044861 0.00070279615592832212 -0.0023755375405621611 -0.0022804065426760599 0.0011247334418139495 -0.0010569581284657873 0.0020751399104528162 -0.00030595310935134469 -0.0012397445700554227 0.0012442892140536413 -0.0015630549716746012 0.0001722703622885391 8.8248786855235533e-06 -0.00082025874540472745 0.00099842277865021863 -0.0011181394832401699
leaf_weight=72.11223245394649 1.1803214413812373 0.31892153620719899 0.27932934304408263 3.1715769204311064 1.5923871440172654 0.49963640453643154 11.153688765480181 2.0812103788703089 2.3405166803277089 15.739255100837907 1.9559518648020446 3.3845144342922131 2.6901870807632804 5.0491497442126265 9.4427458192221803 10.079226279631255 1.5113513073883975 1.1543170009826997 4.3176824245601875 3.7793393642641604 0.65473856893368054 5.023604654968949 2.0485121533274642 10.123433141270651 2.9543866468593469 93.10860598355066 3.4440711885690689 3.2352120876312247 4.8867063526995471 3.7396125589730209
leaf_count=591 479 1 277 27 123 53 88 82 59 259 45 59 22 20 66 40 33 70 33 189 7 85 72 54 27 921 53 24 47 128
internal_value=0.000139275 -0.00127818 0.000241309 0.000148238 0.000139184 -0.00141172 0.000150939 0.000134015 0.000148488 0.000137786 0.000173676 0.000161971 -0.000525601 0.000179619 0.000163075 0.000186027 0.000161469 -0.000336917 -0.000190162 0.000253699 -0.000594471 -0.00078459 0.000203349 0.00035305 8.72225e-05 0.000136802 -0.000716966 0.000233306 0.00016452 0.000122444
internal_weight=283.052 1.77857 0.598251 281.274 278.102 2.09202 276.01 264.857 262.775 260.435 244.696 242.74 6.0747 236.665 231.616 222.173 212.094 16.441 15.2867 8.75176 4.43408 6.53496 195.653 85.4709 110.182 103.783 6.39846 75.3474 101.735 96.8482
internal_count=4034 757 278 3277 3250 176 3074 2986 2904 2845 2586 2541 81 2460 2440 2374 2334 417 347 229 196 118 1917 669 1248 1168 80 615 1096 1049
is_linear=0
shrinkage=0.00184769


Tree=655
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 2 0 2 0 1 1 2 2 2 1 1 1 0 0 2 1 2 1 1 0 0 1 2 2 2
split_gain=0.127371 0.879355 0.416534 0.565596 0.628074 0.359082 0.385087 1.76936 0.96259 0.306252 0.916738 0.268588 0.183121 1.90331 0.915972 1.2932 0.755533 0.801681 0.633633 0.755618 0.856479 0.933215 0.620597 1.20394 0.986857 0.751744 0.770506 0.548735 1.17478 0.767324
threshold=0.39672464895000009 49.122847560300009 0.39718870690000002 0.31761025120000003 35.171584490050009 48.96897326980001 0.39606598605000004 48.778770352700008 0.37331217625000007 0.32388251845000005 0.33750486510000005 35.419594101850009 39.458743938000005 39.525197829750006 0.34674111555000003 0.34512439750000007 0.34440585610000002 0.46898296455000005 0.47700667645000011 42.488347682450005 0.3447052483500001 41.289992964000007 0.35738450945000005 0.36006406990000012 0.49787431515000008 0.49880243110000005 0.36491422415000008 39.896141435400004 40.003678352300007 40.137820134150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 7 8 -1 -5 11 -11 14 -14 15 16 17 -12 19 20 -15 -22 -16 -24 -25 -26 -27 -20 -29 -30
right_child=2 -3 3 9 -6 -7 -8 -9 -10 10 12 -13 13 18 22 -17 -18 -19 27 -21 21 -23 23 24 25 26 -28 28 29 -31
leaf_value=0.025087476047553334 0.027318290416727044 -0.067387818978093303 0.029479152637634218 0.018335340123825337 -0.066345629447192037 0.032640138384847292 -0.028259223712438757 0.068441754661405271 -0.080589722427556174 -0.0037755237136011606 -0.0042570720104877701 -0.069693616770404795 -0.066358100108264262 -0.082303934914513405 -0.029654758658562652 0.064828863497094699 -0.022837703122860452 0.042020170850596575 -0.011836466836627573 0.0052583402505218648 0.011544604641295128 -0.068004279728438588 0.060017741301855547 -0.045742236742467947 0.041768930535731899 -0.036531553526868529 0.0022873141371689627 0.032070224603179757 -0.023174936296003742 0.0020319001927696077
leaf_weight=0.51902706339023919 2.1197461468982501 0.77222441509366024 0.33758196234702953 3.5512234042398623 0.88354086590697989 1.0260941684246061 1.7276008159969931 1.0049989521503448 0.75633156174444593 0.29805225902236887 2.4478770778514427 0.85089477838482708 1.5354686537757505 1.046280964277684 2.3058849417720912 1.911428570445423 1.8963448299182344 2.9450498670339584 10.681683801823963 2.6443176127941115 1.4658523537509611 0.82191320764832188 1.2477271053503489 1.5894872095850576 1.6486982479691494 1.9029503073543299 45.105761319188787 4.5535403359681359 4.4551990969048338 134.67849494085931
leaf_count=15 15 15 4 30 101 3 10 3 160 14 28 63 30 13 34 17 39 19 104 166 71 44 26 24 13 13 783 29 58 2090
internal_value=0.000731365 -0.00801114 0.000949295 0.000707119 -0.0398547 0.00109725 -0.00697818 0.00914436 -0.0375827 0.000922861 0.000649292 -0.0525936 0.000921313 -0.000142486 0.00365476 0.0210786 0.00960625 0.0210147 0.000491588 -0.0185969 -0.0375172 -0.0170345 0.000675017 0.00203316 0.00059329 0.00210693 0.000715895 0.00123084 0.00220226 0.00122475
internal_weight=238.731 5.80628 232.925 230.805 1.22112 5.03405 4.00796 2.28036 1.27536 229.584 226.033 1.14895 224.884 161.883 63.0012 9.2007 7.28927 5.39293 160.347 5.97836 3.33405 2.28777 53.8005 51.4946 50.2469 48.6574 47.0087 154.369 143.687 139.134
internal_count=4034 206 3828 3813 105 191 188 178 175 3708 3678 77 3601 2605 996 103 86 47 2575 294 128 115 893 859 833 809 796 2281 2177 2148
is_linear=0
shrinkage=0.0597579


Tree=656
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 2 2 1 1 2 0 2 2 2 2 2 0 0 1 0 0 0 0 2 2 1 0 2 1 1
split_gain=0.130777 2.29784 0.580255 0.523301 0.509448 0.452296 0.6583 0.610719 0.368008 0.657342 0.479498 0.362169 2.28223 1.4813 0.711404 0.955763 0.708776 0.952741 1.73362 1.18222 1.29699 0.863405 1.22064 0.946098 0.98642 0.868116 1.67892 1.56684 1.23452 0.857107
threshold=0.40509266190000009 0.41615520495000008 35.782584506850007 0.4025178887000001 0.4662734648500001 36.728658719300007 33.151194885250007 0.46280051495000007 0.45280081435000008 37.784765830350004 0.56859076075000015 40.563919884450009 40.316494640950005 40.206947806850003 40.664404858950007 40.633548727200008 0.5231430197000001 0.52770875125000016 0.39045238170000002 0.52925062125000011 0.53928026105000015 0.51191581090000016 0.50706565670000014 38.400997490450003 33.96174662340001 0.34569324270000007 0.47883296910000012 39.664548207900005 0.3447052483500001 0.36575252235000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 5 6 -3 8 -7 -10 -11 12 13 16 15 -13 21 18 -18 -19 -21 22 23 24 -1 26 28 -27 -25 -26
right_child=1 4 -4 -5 -6 7 -8 -9 9 10 -12 14 -14 -15 -16 -17 17 19 -20 20 -22 -23 -24 25 29 27 -28 -29 -30 -31
leaf_value=-0.037730237491087698 -0.0012198381430717567 0.026885802964490699 -0.073091261665288551 0.021549168421108388 -0.043682014021099891 0.0028682575061538583 -0.065290079145717342 0.034306058566740773 0.028281031856821265 -0.070020981896469381 -0.011950046927564163 -0.006442754433534606 0.032133433574178728 -0.042895394978708527 -0.00081730838709817804 -0.100500469032563 -0.0044425420392009418 0.030122667712598163 -0.080429757747143657 -0.045829656991423981 0.013004281813877989 0.017211973786336408 -0.043435398976313905 0.0036430053801328817 0.009432174121342821 -0.054848651681276887 0.020576846647426879 0.006913821610476256 -0.047589703518407321 0.04180440873989083
leaf_weight=1.2960618210672716 0.5045464383438224 0.4201192370528577 1.9573010707244973 4.4755615226604268 0.89415111654761759 36.960802162804612 0.81038235437881667 2.1051620932412325 0.75379276840249021 0.88989251499879207 1.1824579862550306 1.0811042324639846 9.06319666886702 2.7253750413656226 103.52943804878305 0.59984546341001976 2.9185311570763579 3.1925294175744039 1.6947737664449958 2.6233449652791023 2.7310135513544083 15.000615205615757 2.1433168575167647 3.6325988022144902 13.762660125561526 3.0753374821506432 7.8602625317871571 2.8042805267614312 3.1239104345440865 3.7074352479612562
leaf_count=98 9 26 95 28 757 511 78 22 11 93 63 18 59 24 1464 55 16 23 58 40 11 88 31 32 196 33 34 22 20 19
internal_value=0.00066459 -0.00217822 -0.0583615 0.00135622 0.000964096 0.00188984 -0.0338193 0.00293872 0.00127905 -0.0195049 -0.0368864 0.000871807 0.00386594 0.000322071 -0.00144345 -0.0400072 0.00201518 -0.0104725 -0.0323577 0.0013403 -0.0158212 0.00492869 0.000478667 0.00287591 0.0125704 -0.00600022 0.00179978 -0.0253911 -0.0200447 0.0163021
internal_weight=237.52 46.4786 2.46185 191.041 44.0168 43.1226 1.2305 41.8921 39.7869 2.82614 2.07235 186.566 81.3552 72.292 105.21 1.68095 69.5667 13.1602 4.6133 8.54689 5.35436 56.4065 41.4059 39.2625 18.7662 20.4964 14.6168 5.87962 6.75651 17.4701
internal_count=4034 1665 104 2369 1561 804 104 700 678 167 156 2341 804 745 1537 73 721 148 74 74 51 573 485 454 313 141 86 55 52 215
is_linear=0
shrinkage=0.0597579


Tree=657
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 0 2 2 1 2 2 2 2 1 2 2 1 0 0 1 1 2 1 0 0 0 0 0 1
split_gain=0.117687 0.256162 0.447348 0.258568 0.154506 0.785563 0.932309 1.11514 0.801655 0.483024 0.476429 1.39556 0.32999 0.398688 0.441784 0.761598 0.202868 0.378527 0.421356 0.623613 0.178618 0.855478 0.133426 0.163009 2.0311 1.66628 1.22632 0.924998 2.44709 1.0872
threshold=49.283271594150008 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.31100865245000009 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31761025120000003 48.457543166250012 48.226196960950006 48.778770352700008 44.421469061800003 0.39193437325000008 47.709122305950011 32.724174661450007 0.38052752915000004 0.51675099550000014 0.53043322055000008 0.35471991855000007 0.35862698720000002 33.41579758040001 0.37078231190000005 0.51401155655000019 0.5054040298000001 0.50278434775000014 0.51675099550000014 0.52005927965000021 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=4 2 -2 -3 5 6 7 8 -1 10 11 -6 13 16 15 20 17 -11 -19 -20 -15 -22 -18 26 25 -25 -24 -26 -29 -30
right_child=1 3 -4 -5 9 -7 -8 -9 -10 12 -12 -13 -14 14 -16 -17 22 18 19 -21 21 -23 23 24 27 -27 -28 28 29 -31
leaf_value=-0.067837509774468591 -0.002484141338354273 0.071095419317753053 -0.070365839852069317 -0.065272103211365701 -0.072078615309498884 0.047530866467852664 -0.078592422841045728 -0.071555310842554537 0.055522260525975406 -0.07449008371247752 -0.044759957668225263 0.073176280672043806 0.023849207215925247 -0.069936029029951441 -0.069856736728809099 0.026301657948416105 0.018009701261428937 -0.10045971418309672 0.068274274155954343 -0.073730376542571002 0.067936136396042346 -0.067429173719110211 0.00090121887762782389 -0.0032170606303575885 0.032194856479743475 -0.071296620147998299 0.028333900683942669 -0.090416393956777127 0.028155095405024221 -0.00073642003787490525
leaf_weight=0.26016997945407627 1.3414149880409234 0.24811528623104084 0.58261378973111266 0.075994998107489664 0.4995821543852792 1.6905271243304012 0.61584266030695278 0.5200212076306342 1.4422952951863406 0.42622828189268946 1.9081888757646082 0.62043291330337524 2.5920901478093574 0.57732154242694356 0.63829479921696464 1.2825885675847528 1.9395360450143915 0.13736136257648468 0.42395211756229401 0.18622707798749616 0.2883014902472496 0.60578705609077588 117.57593835638545 2.9932964658728443 3.9069372750818721 3.0236696921056136 7.2377438750118008 1.2341048652597226 5.8758189752697936 75.12201067316164
leaf_count=123 11 1 83 160 73 10 35 10 12 70 14 2 28 35 211 9 28 1 4 109 3 93 1142 48 18 63 61 16 26 1535
internal_value=0.000651064 -0.0140778 -0.0230394 0.039121 0.000792798 0.0126238 -0.008167 0.0113476 0.0366705 0.000558917 -0.0251036 0.00838541 0.000902669 0.000636512 -0.0213697 -0.0101318 0.000975709 -0.0258438 0.00189307 0.0249344 -0.0418899 -0.0237802 0.00111951 0.000968528 -0.00109482 -0.0374287 0.002492 0.00144317 -1.78814e-05 0.00135945
internal_weight=235.872 2.24814 1.92403 0.32411 233.624 4.52886 2.83833 2.22249 1.70247 229.095 3.0282 1.12002 226.067 223.475 3.39229 2.754 220.083 1.17377 0.747541 0.610179 1.47141 0.894089 218.909 216.97 92.1558 6.01697 124.814 86.1389 82.2319 80.9978
internal_count=4034 255 94 161 3779 190 180 145 135 3589 89 75 3500 3472 351 140 3121 184 114 113 131 96 2937 2909 1706 111 1203 1595 1577 1561
is_linear=0
shrinkage=0.0646839


Tree=658
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 2 2 2 2 1 2 0 0 0 0 0 2 0 1 0 0 1 1 2 2 2 0 1 1 1
split_gain=0.12063 0.698809 0.387787 0.519776 1.33492 0.898133 0.51085 0.413978 0.375552 0.389476 0.703971 0.334002 0.332399 0.317115 0.548193 0.313387 0.322862 0.31149 1.04031 0.249452 0.241901 0.426347 0.897771 0.241809 0.359199 0.726381 0.231314 0.166577 0.770776 0.162319
threshold=0.39672464895000009 49.122847560300009 0.31100865245000009 48.96897326980001 0.45350438610000005 48.778770352700008 49.122847560300009 49.420225120050006 44.421469061800003 0.39193437325000008 47.709122305950011 0.55677973715000018 0.43513667255000005 0.44284602260000011 0.43780126340000008 0.46898296455000005 35.171584490050009 0.45994131915000008 0.33750486510000005 0.55832160710000012 0.43260680815000008 0.31761025120000003 0.32737043805000005 48.96897326980001 48.457543166250012 44.952171034750002 0.5054040298000001 0.35471991855000007 0.35862698720000002 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 7 5 -5 8 -6 -2 12 10 27 26 20 14 -14 16 -15 18 -18 -13 21 -4 -23 24 25 -1 -8 -10 -29 -17
right_child=2 -3 3 4 6 -7 11 -9 9 -11 -12 19 13 15 -16 29 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.063576028288631251 0.055181895394929223 -0.067470630778373147 -0.068543588026756155 -0.10007661425226752 0.06440425877671313 0.040107446233188217 0.015286609552548135 0.00063840550414138541 -0.065043695645391073 -0.06536418222741229 0.022657326283609176 0.066365932769908972 -0.0092853105950135798 0.020869213272873416 0.055458189329025694 0.0027463693995631016 -0.068236440625789124 -0.043248045550351853 0.049956111868983404 -0.061437824349736055 -0.07634312973588897 0.062958428782452683 -0.072839175387168803 0.026309535641113376 -0.022103835145750803 0.03957386539363196 -0.065135850667880357 0.06371823306207007 -0.063303791116128064 -0.00062389625678801813
leaf_weight=0.32706337902345639 1.0015974157722658 0.65483109280467022 0.37631656188750529 0.67666193842887823 0.38294789637438931 2.1395433993893667 0.18355811387300491 1.0685318410396576 0.58205166296102084 0.58143862395809254 1.2637484110891817 0.22652235627174377 0.90764928323915106 0.6590176128338493 1.0456341174431145 102.38615657796618 0.49186036037281156 1.6709346781135537 0.63241948733048048 0.075702694595747744 0.30762928484182328 0.47016155300661922 0.29395993872822146 1.00072506070137 2.3499266654253006 1.1298423158004878 0.48121416216599755 0.26202963292598724 0.55008021864341572 110.27619542597859
leaf_count=165 39 15 47 9 5 17 2 5 48 211 9 1 31 27 15 840 26 32 17 164 16 4 119 3 11 12 83 3 93 1965
internal_value=0.000553188 -0.00839867 0.000766725 0.000527151 -0.0302034 0.000804073 0.00482058 0.0270284 0.000426571 -0.020176 -0.0102907 -0.0187756 0.000730595 0.000923876 0.0253733 0.0007029 -0.0175093 -0.0265576 -0.00175186 0.0343531 -0.0283762 -0.0154373 0.0107167 -0.000352558 -0.00736138 0.0164176 -0.0429295 -0.0401567 -0.0223198 0.000998716
internal_weight=234.456 5.46239 228.994 226.923 2.02661 224.897 1.34995 2.07013 222.757 3.23935 2.65791 0.966997 219.518 218.07 1.95328 216.117 3.45423 2.79521 1.12428 0.302225 1.44807 1.14044 0.764121 4.80756 3.80683 1.45691 0.664772 1.39416 0.81211 212.662
internal_count=4034 206 3828 3784 264 3520 255 44 3503 364 153 250 3139 2953 46 2907 102 75 43 165 186 170 123 191 188 177 85 144 96 2805
is_linear=0
shrinkage=0.0609531


Tree=659
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 2 0 2 2 2 0 2 1 2 2 2 0 2 1 1 2 2 2 0 1 0 1 1 2
split_gain=0.819721 1.53626 1.48335 4.22993 1.6266 3.73298 1.26929 2.2987 1.55626 0.762843 0.728896 0.696958 1.36679 1.34334 1.21502 1.40851 1.07422 1.32273 1.13832 1.04543 2.52027 0.822711 0.949405 0.773586 0.63911 1.33586 3.58907 1.59875 2.62997 1.96645
threshold=0.5231430197000001 0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 0.38370108680000009 38.244973486750006 0.52366695610000014 37.828051409500013 38.400997490450003 38.748048509250005 0.52366695610000014 38.400997490450003 0.39971857130000005 39.952536079750011 41.385032804600009 42.310579034350006 0.52507409960000018 43.631818398850008 0.40509266190000009 0.41615520495000008 43.680097826700013 47.709122305950011 39.525197829750006 0.47883296910000012 0.35651627195000007 0.50339810185000011 0.37078231190000005 0.37668033890000002 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 7 -2 -9 -1 -11 -8 -13 14 23 -16 -17 -18 -19 -15 -21 -20 -23 -14 -12 -26 -27 -28 29 -29
right_child=6 -3 3 -5 -6 -7 11 8 -10 10 24 12 13 19 15 16 17 18 21 20 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=0.00055691066350295568 -0.0040173212981484034 0.0012930771556833823 0.0008479828978403542 -0.0030428254584394083 0.0013811203288374974 -0.0022217523640224129 0.0012817212851380839 -0.00013648508226800523 -0.002307651457902897 -0.0010244332323315999 1.2833326137415074e-05 0.0015320766845441367 -0.00070526639193618042 0.00076718711643641055 0.0009665008151117741 -0.0022578530520398817 0.0017222337963901514 -0.0022789950986418714 0.0022629425087525691 -0.0023743046717318722 0.00013199784683558564 -0.0022511549222807353 0.00011684512975756554 -0.0029789708853629319 0.00040099586366078917 -0.0016707813684502611 0.0013045774766174177 -0.0027550219802624687 0.00082867623680508268 7.0590208887391312e-05
leaf_weight=24.984444422167144 0.67782807350158947 5.1721723664086303 2.3583331238187375 1.9730174354626795 4.6523782128933808 2.400766940554603 1.9361183000728477 14.294537653007863 1.3929632160288736 1.8879740589763958 46.426895286887884 2.4421499634045167 1.1622321084141725 9.3117792657285445 2.6807314623147231 1.3720069234259424 1.0017390921711919 1.3593581088352946 0.46291403844952617 1.5943585928180244 47.473326608378557 0.89527178904973004 2.385286551900208 1.1392298489809034 79.176515066996217 4.6635557496920255 4.3481261953711501 1.9340940285474046 4.653441718313843 1.8552557493094353
leaf_count=325 5 29 21 84 21 22 9 438 58 16 789 18 29 52 33 38 7 50 2 73 1108 102 42 11 485 52 30 34 31 20
internal_value=0.000164771 0.000239376 0.000209318 -0.000924359 0.000237063 0.000206177 1.28542e-05 -0.000482026 -0.000329273 0.000240479 0.000185935 0.000120528 8.98489e-05 4.01281e-05 -0.000544368 -0.000252896 -0.000690111 -0.00033776 -0.000742158 0.000164866 5.05604e-05 -0.000184091 -0.000529387 -0.00183076 0.000201909 0.000292751 -0.000198266 0.000338612 -0.000158871 -0.00137161
internal_weight=278.069 186.487 181.315 4.33135 176.983 172.331 91.5818 16.3653 15.6875 169.93 144.946 75.2165 73.2804 70.8382 12.4588 10.1573 7.47658 6.10457 5.10283 58.3795 49.0677 3.74347 3.28056 2.30146 143.058 96.631 17.4545 12.7909 8.44279 3.78935
internal_count=4034 1959 1930 105 1825 1804 2075 501 496 1782 1457 1574 1565 1547 314 274 241 203 196 1233 1181 146 144 40 1441 652 167 115 85 54
is_linear=0
shrinkage=0.00196078


Tree=660
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 0 1 2 0 0 0 0 2 2 2 2 1 1 0 1 1 1 1 1 1 2 2 0 0
split_gain=0.119782 0.397156 0.311906 0.656619 0.66567 0.567519 0.508823 0.979064 1.07109 0.763222 0.432281 0.401172 0.84154 0.51889 0.866313 0.487299 0.465667 0.660986 0.66007 1.00844 0.462365 0.574848 0.747178 0.801626 1.26498 0.505337 0.376948 0.794727 0.693224 0.36754
threshold=42.094663496250007 42.066503896600004 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.55609113500000007 0.52507409960000018 0.39814676205000005 48.86568841230001 0.52284362740000012 0.56719858685000013 0.47997065955000012 0.47961138885000004 43.426640904350009 42.779078631750004 43.631818398850008 42.686561923500008 0.34545372890000009 0.34521421515000011 0.47464147780000004 0.34530403280000005 0.34542378970000004 0.34560342505000002 0.34575312120000007 0.3459626957000001 0.34641178410000012 43.157831852650006 42.686561923500008 0.5098649741000002 0.5654770815500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 11 29 12 13 14 16 -15 17 18 19 -2 -13 -22 -23 -24 -25 -26 27 -27 -28 -7
right_child=2 -3 -4 5 -6 10 7 -9 -10 -11 -12 20 -14 15 -16 -17 -18 -19 -20 -21 21 22 23 24 25 26 28 -29 -30 -31
leaf_value=0.0011201476921879837 0.024128568862911742 0.031027419666580798 0.016237981281074874 -0.069357352161558819 0.031789967524365283 -0.025480326104109087 -0.070137265312152114 -0.0013223880031587466 0.041613451351467594 0.051582289000482826 -0.066640844067961752 0.017433712551362082 -0.071563558057618798 0.037112480313009344 -0.069547264904049277 -0.0025661135366046818 0.016624084617808364 -0.070423288966875858 0.035972766600064106 -0.074889236446138374 -0.041242025322655952 0.038058082024007719 -0.038746021888818594 0.048773328191772401 -0.041118698370352744 0.0072715052559670819 0.023763100472346262 -0.036945799451664464 -0.038610386982891862 0.027128010117528099
leaf_weight=171.04362065044006 0.69028214602440818 1.6657427833124518 3.3934243025978494 0.93115631671389509 2.1863871514797202 1.0641944946837614 1.863780997868161 4.2645137300351053 0.3843672415241598 1.0306786484434258 0.46052012134714448 6.5894835032522705 0.7468494912609448 1.2814261129824434 1.0870660265209151 11.206777440733275 1.6790892271674236 0.81463539670221496 0.85820181760936964 0.85601474740542471 1.2502845525741602 1.8618587031960512 2.0090028457343605 1.892514906823634 1.2740279994904984 3.824502192437647 3.7643983681628015 2.4955926644615829 0.80327507706533641 0.91985168354585756
leaf_count=2313 31 15 428 47 13 40 146 87 4 40 63 32 15 30 120 247 20 30 11 19 8 14 20 55 8 25 79 29 36 9
internal_value=0.00058611 0.0014086 -0.00172426 -0.00277354 -0.0011639 -0.0288632 -0.00253553 -0.0184817 -0.0510312 -0.00027866 -0.0134387 -0.00146687 -0.00813125 -0.0055668 -0.0203227 0.00150534 -0.00939828 -0.0229715 -0.00689494 -0.0306867 0.00350468 -0.00128191 0.00150531 -0.00273143 0.0024167 -0.00479692 -0.000546739 -0.0101884 0.012794 -0.00108983
internal_weight=234.194 172.709 61.4842 58.0907 54.715 3.37572 52.5286 6.51266 2.24815 46.016 2.44457 44.9853 19.2203 18.4735 5.98529 12.4882 4.89822 3.21913 2.4045 1.5463 25.7649 19.1755 17.9252 16.0633 14.0543 12.1618 10.8878 6.32009 4.56767 1.98405
internal_count=4034 2328 1706 1278 1119 159 1106 237 150 869 112 829 523 508 231 277 111 91 61 50 306 274 266 252 232 177 169 54 115 49
is_linear=0
shrinkage=0.0609531


Tree=661
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 0 2 2 2 0 1 1 1 0 0 2 1 0 2 1 0 2 1 0 1 2 0 0 2
split_gain=0.104836 0.179278 0.958117 0.920315 1.35394 1.42256 1.18492 0.365647 1.03255 2.09527 0.806848 1.21676 1.05261 0.915942 1.71453 1.31884 1.04474 0.876184 0.780962 0.692082 0.651896 0.584978 0.568438 0.564436 0.3593 0.69181 0.4873 0.608929 0.342096 0.329944
threshold=42.310579034350006 0.36006406990000012 0.36359689830000008 0.48447651265000008 41.319407281650008 40.241071441700008 0.48351845755000006 38.400997490450003 40.159267750750011 39.664548207900005 0.47700667645000011 0.34479506600000004 0.32388251845000005 0.34515433670000012 0.4778150355000001 0.48119816770000007 41.481306584950012 0.34548366815000003 0.47865333370000007 38.179089776100007 0.34569324270000007 0.43780126340000008 41.360869295700006 0.3453938505000001 0.47808448850000007 0.34440585610000002 37.999598532650005 0.46989611090000011 0.43513667255000005 35.782584506850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 7 19 9 18 12 -12 21 14 -13 16 23 -14 -9 24 -18 28 -17 -15 25 26 27 29 -10 -1
right_child=-2 2 -4 4 -6 -7 -8 8 10 -11 11 13 17 15 -16 22 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.019918920591638981 -0.0017296718087595724 -0.046906686427233571 0.00023123497357576298 0.0044819380729468842 -0.0039426025474939867 0.052466749355313473 -0.04002031796034549 -0.016854726174778394 -0.067311822035721627 -0.051042960064480544 0.032250381772441168 0.013345294899718769 -0.075051711542349492 0.017680236190965367 -0.040821748997552899 0.0043748736885190079 0.018687745483703336 0.0030653286095654098 0.019968601740114941 0.063509439039319049 0.053505836687687949 0.062973789052079954 -0.023660626447334916 -0.01126141161539314 0.036854027120241946 -0.063073376848801682 -0.02625458517992418 0.067455151870773666 0.023676567271857501 -0.028380727768752719
leaf_weight=1.7062201741282477 56.285861880845914 1.565932747820624 92.325190450965238 3.9194977730512601 6.7487541660666457 5.0473529752343893 2.516543671488761 4.0319714453071338 0.28706746530951865 3.9444229123182586 5.7244408512487999 4.0235423743724805 1.4562468763615473 5.3869996145367676 4.3349676623474807 5.3691714331507665 4.3315682602114967 0.79137748631183047 4.1982639506459236 0.9044013739330693 3.4494642652571201 0.60753470659255981 4.9761756882071495 4.3490673378109932 1.1877012625336645 0.54763283663851314 1.0861239784280767 0.74311500601470459 0.30363532155752182 0.71742754220031191
leaf_count=85 1622 33 1511 37 46 56 21 35 53 29 24 15 110 26 29 22 21 12 21 9 30 5 23 22 6 63 13 8 3 44
internal_value=0.000516118 0.00123197 -0.00055494 0.00326091 0.0162754 0.0314921 0.000207086 0.00177761 0.00022023 -0.0152332 0.00436509 0.00664865 -0.0234319 0.0026025 -0.0147473 0.0078073 0.0177986 -0.0475471 0.00192895 0.0147846 0.0341232 0.0218027 -0.00911037 0.0047521 0.00742569 0.000144796 0.00828523 0.0201316 -0.0205416 0.00562167
internal_weight=232.868 176.582 93.8911 82.6907 15.7156 8.96685 66.9751 64.4585 57.5659 12.1747 45.3913 41.9454 3.44586 36.221 8.35851 27.8624 17.5171 2.24762 8.23024 6.89262 7.78103 1.19824 10.3453 9.73607 5.98822 4.80052 4.25289 3.16676 0.590703 2.42365
internal_count=4034 2412 1544 868 139 93 729 708 480 85 395 212 183 188 44 144 99 122 56 228 51 61 45 48 219 213 150 137 56 129
is_linear=0
shrinkage=0.0597579


Tree=662
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 0 0 2 1 1 0 0 0 2 2 1 1 2 2 0 2 2 1 2 1 0 2 2
split_gain=0.835016 2.34693 1.38555 1.74109 2.46873 1.50995 1.10212 1.08866 1.20872 1.0634 2.86743 1.03928 1.40891 1.15957 0.902689 1.69238 1.22022 0.91739 1.33526 1.37977 0.855585 2.06932 1.27136 0.813979 0.757365 1.56119 1.33949 1.90517 1.57968 1.09261
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37413550490000008 0.36533337325000009 0.48637765340000011 0.48797940185000005 36.620308449100001 0.35862698720000002 0.34829795515000012 0.49787431515000008 0.49053920540000012 0.5231430197000001 40.750688432250008 42.940640897800002 0.38370108680000009 0.39019789825000006 37.903039192800001 38.244973486750006 0.52366695610000014 37.828051409500013 42.977735738100002 0.35651627195000007 40.664404858950007 0.34608245260000009 0.48386275860000011 41.806790701050012 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -4 7 24 -9 -10 11 13 -13 -11 15 17 -17 -7 19 -19 21 -16 -23 -6 26 -26 27 -1 29 -28
right_child=2 -3 5 -5 23 14 -8 8 9 10 -12 12 -14 -15 20 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00016397228113823557 0.0011567504921641827 0.0016115881242711931 -0.0028277577830349248 -0.0018360367924496754 -0.0030802327246213616 0.0014442621628433594 -0.00059895578311818952 0.0015082991464351167 0.0012453288971372857 0.00083801813332927009 -0.0011448311101750529 0.00011540522561737351 0.0018926521062529475 -0.00047975948593694141 -0.0038094962673279331 -0.002152395361937108 0.00039013308721076939 0.00072556268323760973 0.0011527915214042312 -0.00090598254495602415 9.7192898603948807e-05 -9.5751829393646493e-05 -0.0022614367693644106 -7.1121075086232505e-05 -0.003135886570885251 2.8865073963138435e-05 0.00031623776920896348 -0.00099335032642033634 8.9157967042147139e-05 0.0021107865909870808
leaf_weight=99.005131536265253 2.735091019421815 4.6406203657388678 0.68405338376760383 3.3900366354209837 0.94533865302219033 4.5348585098981919 6.4192583748954339 4.4095332846045521 4.7159214988350895 5.2020094767212921 4.6681913137435904 2.9073416553437701 4.1814011596143246 5.0687852501869202 0.65990535914897819 1.510649312520399 1.396667912835255 3.9803043901920301 5.6803749070968479 3.9909774363040924 70.321441706240876 13.677301689558588 1.1281273189524643 0.54479637212352827 0.81803598505211939 2.2411400719429366 1.9506722431397046 5.7884293645620337 6.0426568693947047 3.9371967185288668
leaf_count=1120 13 30 8 68 22 18 42 19 27 28 32 21 45 28 5 13 34 17 29 29 1574 436 58 40 28 102 25 42 47 34
internal_value=0.000146543 0.000237291 1.891e-05 -0.000789339 5.04608e-05 7.61316e-05 0.000196761 0.000230602 0.000557135 0.000400305 0.000219394 0.000586251 0.00116374 0.000187676 9.4717e-05 0.000458114 -0.000930971 0.000680175 0.000426358 -9.13022e-05 5.36239e-06 -0.000412194 -0.00026077 -0.0019801 0.000145678 -0.000817402 0.000170919 0.000100046 0.000793444 0.00151625
internal_weight=277.176 161.996 115.18 7.61526 4.22523 107.565 157.356 150.936 31.1532 26.7437 22.0277 17.3595 7.08874 10.2708 106.881 21.0938 2.90732 18.1865 13.6517 7.97128 85.7868 15.4653 14.8054 1.49014 119.783 3.05918 116.724 104.794 11.9305 5.88787
internal_count=4034 1670 2364 143 75 2221 1640 1598 200 181 154 122 66 56 2213 140 47 93 75 46 2073 499 494 62 1398 130 1268 1162 106 59
is_linear=0
shrinkage=0.00196078


Tree=663
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 1 1 1 1 0 0 1 0 1 0 2 2 0 0 2 2 2 1 1 2 1 2 2 1
split_gain=0.63497 1.89177 1.02318 1.64086 0.918197 1.89419 0.864871 1.08582 0.985045 0.814061 1.01292 1.04176 0.702925 0.726888 1.9546 2.30325 0.85617 1.50237 1.07408 1.26719 1.01759 0.995923 0.745062 0.671605 1.37256 1.75008 1.39751 1.04014 0.860445 0.814068
threshold=0.37078231190000005 0.50278434775000014 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.36491422415000008 0.48637765340000011 0.48797940185000005 0.4662734648500001 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.244973486750006 37.828051409500013 0.52366695610000014 0.52688542260000015 42.310579034350006 38.400997490450003 42.360359531950003 0.39971857130000005 0.39542229275000007 41.741384785950011 0.39193437325000008 43.631818398850008 43.680097826700013 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 -6 -4 -8 -9 10 -1 -12 13 -10 -15 -16 17 -17 -18 20 -20 -21 -22 24 25 -23 -27 -26 -29 -25
right_child=2 -3 6 -5 5 -7 7 8 12 -11 11 -13 -14 14 15 16 18 -19 19 21 22 23 -24 29 27 26 -28 28 -30 -31
leaf_value=0.00013135872321812863 0.00058821692252814764 0.0010765866980368783 -0.0013268696378303897 -0.002166252303740217 -0.0024988644071630129 0.001255578782561103 0.00088128848411618565 -0.0016829407938930216 -0.00104597179984673 -0.00047543354894151436 0.001435004808440788 0.00038190606255704906 -0.0013156756950534702 0.001223259524374297 -0.0023550185428550079 -0.00013879608394343099 0.00090631048896169331 -0.0022972808942276195 -0.0023701488929035856 0.0013962305526802933 0.0020808017794868541 0.0015711785424586801 -0.0020015960695396965 0.00070693023372728973 -0.0022548355582122466 0.00072646169969594709 -0.0021843902904861391 0.0022840249916980509 -0.0010389248001090913 7.394305200329328e-05
leaf_weight=117.95767308189534 2.9931569956243029 9.1240196563303453 1.5784081108868111 1.9580634560843462 1.3035186151682867 0.80217717913910735 6.2872584383003405 1.1875081290490914 2.0104542607732574 6.7885880985995746 4.1646166965365436 20.850941173732281 1.3181735027537786 5.602476035244762 1.4446492204442609 13.229037536133545 6.7815687909023827 1.3095874816644926 1.3394332970492535 2.2861681445501736 0.42550975084304798 2.0754929035902014 0.27005158842075616 9.0460106012178567 1.9582734727300706 1.1412913752719762 1.3080678717233238 0.40303379297256459 1.008573100203648 44.162949760269839
leaf_count=1396 17 64 14 54 65 7 41 12 27 48 19 143 757 28 18 238 40 47 40 14 2 8 68 52 61 11 45 1 95 602
internal_value=0.000148371 0.000226763 3.83724e-05 -0.000670428 -9.60008e-05 -0.00106859 8.54832e-05 0.000106796 5.72642e-05 0.000174988 0.000205872 0.000557227 7.85419e-05 9.77253e-05 0.000122241 5.22957e-05 9.2387e-05 -0.000333225 0.000178083 0.000102599 -0.00139056 0.000150534 0.000495811 0.000103927 -0.000419284 0.000272438 -0.000828064 -0.00134808 -9.01755e-05 0.000181557
internal_weight=272.117 158.886 113.231 7.05692 5.09885 2.1057 106.174 104.596 98.3083 149.762 142.973 25.0156 97.1208 95.8026 93.7922 88.1897 86.745 14.5386 72.2064 65.4249 2.03499 63.3899 0.695561 61.1037 7.89473 4.52485 2.44936 3.36988 1.41161 53.209
internal_count=4034 1670 2364 143 89 72 2221 2207 2166 1606 1558 162 2154 1397 1370 1342 1324 285 1039 999 110 889 70 875 221 64 56 157 96 654
is_linear=0
shrinkage=0.00192234


Tree=664
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 2 0 1 1 0 2 2 0 1 1 0 1 1 0 2 1 2 0 1 2 1 1 0 1
split_gain=0.626928 1.42225 2.03036 1.38831 1.06702 2.05858 1.26484 1.10241 2.04602 1.1766 1.88453 0.943267 0.825999 0.731454 2.23984 1.54612 2.49447 4.10087 1.67956 1.07146 1.16559 1.28638 2.72929 1.31872 1.38739 1.23597 0.847915 1.39827 0.695475 0.76677
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 40.563919884450009 40.316494640950005 40.94178426300001 0.48597347385000006 0.34554354660000003 0.34545372890000009 0.4778150355000001 40.984321400500008 40.206947806850003 0.5231430197000001 0.39019789825000006 0.38906020780000011 0.52005927965000021 0.38370108680000009 0.37413550490000008 0.50706565670000014 38.625745710700009 0.34569324270000007 39.664548207900005 0.47883296910000012 0.3447052483500001 33.96174662340001 0.36575252235000005 0.36533337325000009 0.51675099550000014 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=4 2 -2 -4 5 12 7 8 9 10 -6 -8 13 14 15 16 17 18 19 20 25 23 -23 24 -22 -1 27 -27 29 -13
right_child=1 -3 3 -5 6 -7 11 -9 -10 -11 -12 28 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0009875872273962796 -0.0028711709016821319 5.9847015221708556e-05 0.0010357681918918007 -0.0020488119215111042 0.00079895246743794677 0.0012389553326617848 0.0016513945462982922 0.00039355791246691556 -0.0035755014287066722 0.00091007345880668249 -0.0026546012837715374 -2.3073615421060682e-06 -0.0006946152056432548 -0.00039581663281604946 0.0017831671385680381 -0.0011286771739622973 0.0018979878344802968 -0.0024266681433271356 0.0014446584877059578 -0.0011551593066133228 0.00040909166264977489 -0.0023764160010585609 0.00036815713826117289 0.00078505853565167551 -0.0013147043486053788 0.00077546239302148047 0.0016285258726178311 -0.00087627211826323437 -0.00080912186251669543 0.00034831639048189637
leaf_weight=1.7309666454675632 1.5759326853149094 78.515455094311619 1.6296018642315178 0.85548709156864777 0.98114826157689083 9.3998890448128787 1.556782342493533 2.4036927856504917 1.1067804545164106 1.3692115321755407 1.5950641781091688 58.298277872701874 3.3017261065542689 5.2259895522147408 4.0238824412226668 2.8845507614314547 3.7066136673092833 2.1371176391839972 4.840252259746193 2.0501737706363192 4.0460355933755663 2.4810233404859892 3.1765980098862201 8.3913684748113138 3.2266564778983593 15.23215262102895 3.4257847443222991 2.2632552906870833 3.0472597081679842 40.734975732513703
leaf_count=98 44 1896 96 82 71 52 8 12 9 4 10 650 24 28 13 23 15 16 23 22 30 27 20 33 20 191 13 12 38 454
internal_value=0.000144261 1.32364e-06 -0.00113016 -2.60926e-05 0.000205533 0.000375864 8.05073e-05 -0.000699525 -0.00121958 -0.000558694 -0.00133932 0.000136625 0.000263409 0.000309357 0.000367285 0.00027168 0.000342912 0.000234159 0.000345957 0.000230408 0.000295007 -3.4033e-05 -0.000835414 0.000255414 -0.0003557 0.000604721 0.000736464 0.000561789 0.000113524 0.000141913
internal_weight=275.214 82.5765 4.06102 2.48509 192.637 81.544 111.093 7.4559 5.0522 3.94542 2.57621 103.637 72.1441 68.8424 63.6164 59.5925 56.708 53.0014 50.8643 46.024 43.9738 21.3217 5.65762 15.6641 7.27269 22.6522 20.9212 17.4954 102.081 99.0333
internal_count=4034 2118 222 178 1916 660 1256 106 94 85 81 1150 608 584 556 543 520 505 489 466 444 130 47 83 50 314 216 203 1142 1104
is_linear=0
shrinkage=0.00196078


Tree=665
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 1 2 1 0 2 2 0 1 1 0 2 0 2 2 2 0 1 0 2 2 2 0 1
split_gain=0.118237 1.29111 0.375793 1.21421 0.488987 0.247603 0.396 0.294262 0.281164 0.3737 0.273672 1.07902 1.27191 0.615736 0.33883 0.823901 0.667804 0.530568 0.354072 0.4487 0.413603 0.64976 0.697886 0.35435 1.13478 0.662317 0.90177 1.15463 0.514322 0.850246
threshold=41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.48200652675000005 0.57152480465000022 0.4591329601000001 0.44805544745000009 42.536568606950006 0.45107930900000009 0.54499865270000014 41.827117825850003 42.094663496250007 0.55609113500000007 0.41988263825000011 0.42114008565000011 0.54300769440000007 42.686561923500008 0.5398790455000001 41.436838994450007 41.535369675400013 41.685324604100011 0.48119816770000007 0.40099098830000007 0.52507409960000018 43.631818398850008 43.680097826700013 48.86568841230001 0.50339810185000011 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 10 -9 -10 14 -12 -13 -14 18 -16 17 -17 19 -4 -21 22 -22 24 28 -26 -27 -28 29 -23
right_child=2 -3 5 -5 -6 6 -8 8 9 -11 11 12 13 -15 15 16 -18 -19 -20 20 21 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0011273692052851877 -0.016134277390818297 0.046405270620454436 0.021420524943078219 -0.055414434909320479 0.016492327518496497 -0.072109175102130149 0.0049285096724219577 0.049262701907161033 0.026073959302407686 -0.03328341357604727 -0.074063106729914813 0.056220880913154185 -0.074918135404502664 -0.005360343582913157 0.070482811864055944 0.012633494237042233 0.04012508833610564 -0.07981296588371295 -0.028179243258132043 -0.021708601042835576 0.041721216740170756 -0.00040830828976935778 -0.0076265133481865687 0.017934088248880174 -0.072941373880377233 0.074952127571609919 -0.077062230658141551 0.07202655461947978 0.017888416982552089 -0.039954048287796626
leaf_weight=126.22512961851771 4.2506772145861742 2.8023410038440479 4.3768451706273472 2.2725945656420654 3.7758669555187225 0.52737610494477738 0.64654852585590561 1.0139571148902171 1.4378735660575332 0.68008438803371962 1.0573468550574023 1.2492991611361501 0.74991575759486329 2.1203120850113919 1.0338358432054513 0.50416817399673142 0.89155921339988697 0.58243889635195956 1.8676595529541362 3.7366018058091859 3.2943628502544007 50.899552205723012 2.0078288540244102 4.056825631276296 1.4844114056904794 0.39367731427773822 0.90961042817798421 0.30093368235975504 6.1592365356627843 2.4820797048159866
leaf_count=1801 26 31 21 42 32 77 399 10 8 74 24 7 41 61 6 5 4 87 23 38 38 698 14 66 76 2 96 2 93 132
internal_value=0.000773782 0.00211076 -0.000872847 -0.0128402 -0.000785988 0.000431918 -0.02968 0.000810833 0.0206921 0.00701408 0.000120201 -0.0146076 0.000652698 -0.023534 0.00101738 0.0227506 -0.00219541 -0.0369193 0.000218788 0.000880917 -0.000306254 0.000804646 0.0230343 -0.000962818 -0.00218687 -0.0411799 -0.0117904 -0.0399997 -0.000164137 -0.00224706
internal_weight=233.791 129.027 104.763 10.2991 8.02654 94.4643 1.17392 93.2904 3.13192 2.11796 90.1585 5.17687 4.11953 2.87023 84.9816 3.012 1.97817 1.08661 81.9696 80.102 75.7251 71.9885 5.30219 66.6863 62.6295 3.08863 1.60422 1.21054 59.5409 53.3816
internal_count=4034 1832 2202 100 58 2102 476 1626 92 82 1534 133 109 102 1401 102 96 92 1299 1276 1255 1217 52 1165 1099 176 100 98 923 830
is_linear=0
shrinkage=0.0659776


Tree=666
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 0 2 2 1 2 0 2 0 0 0 2 1 0 2 2 2 2 2 2 1 2 2 1 1
split_gain=0.658373 1.66441 0.743872 1.35734 1.20159 0.807769 0.844604 0.815427 1.30232 0.921124 0.805404 2.1076 1.38426 0.678327 0.881386 0.918301 0.720665 1.02672 1.67383 1.58498 1.99707 1.01947 0.684545 1.33868 1.28594 1.41145 0.700766 0.834209 0.637286 1.18204
threshold=0.37078231190000005 0.50278434775000014 0.51191581090000016 0.3782970569500001 0.5054040298000001 0.37668033890000002 0.5231430197000001 40.241071441700008 41.147265497500008 0.38552737940000009 38.244973486750006 0.52366695610000014 37.828051409500013 0.50008981770000005 0.47883296910000012 0.4784437592000001 41.257403903850005 0.34554354660000003 0.48447651265000008 39.792680591700012 36.79544512155001 41.32819714970001 41.872294782850005 41.741384785950011 42.434124620650003 0.34608245260000009 41.571132012400007 41.481306584950012 0.34569324270000007 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 13 3 4 -2 -4 7 9 -9 -7 11 -8 -13 14 15 22 17 -16 -19 20 -20 -18 23 26 25 -24 27 -1 29 -23
right_child=2 -3 5 -5 -6 6 10 8 -10 -11 -12 12 -14 -15 16 -17 21 18 19 -21 -22 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001377910281813792 0.00062850826194086901 0.001073034985118767 -0.0012907416490932828 -0.0023586184228847631 -0.0012658497810538359 0.0015402671739665895 -0.0037887545555801007 -0.0015850262507020138 0.00077529454649886672 0.00042483773238953586 0.00013097653919111942 -3.2174935768043816e-05 -0.0021968663672082799 -0.00055491369647162243 0.00088615847217712916 -0.00089881562922893043 -0.0008558416794196182 -0.00047428420108208794 0.0010481752382399297 0.0014640734716174848 -0.00078172285259867189 0.00023256996491569483 -0.0024987638892816849 0.0016570263368683232 2.9687056286417212e-06 0.00090743942381094295 -0.0010947771730383065 0.0013008610981936016 0.00047267214531571616 -0.00096323035679213721
leaf_weight=25.244129088663623 3.0819279840216032 8.7571076359599811 1.5112233953550447 1.2591522926522882 2.0673530753701925 3.5871991515159634 0.63296695053577323 1.6435251161456101 1.8209359116735866 11.527743848040698 71.574085574087803 13.55801349320245 1.1872475475247473 4.1563704442232838 17.876899801194668 3.5719092246145001 3.1790733635425559 7.4521899074316051 4.4693887606263143 5.455888506025075 4.3480411060154438 17.232659213244919 1.600387421902272 2.4329334686044595 18.891255160051514 0.62516594008775417 1.5271080628153857 2.505022829398512 25.615540379658341 3.7129071187227956
leaf_count=418 20 64 14 75 48 16 5 10 39 69 1574 436 58 33 85 31 22 35 30 38 35 95 64 16 444 13 22 12 180 33
internal_value=0.000178464 0.000258425 6.66445e-05 -0.000569531 -0.000132046 0.000104731 0.000124714 0.000496754 -0.000344431 0.00068956 4.52192e-05 -0.000353917 -0.00020647 0.000210834 0.000232673 4.45158e-05 0.000351448 0.000544938 0.000264164 0.000649713 0.000145818 0.000197393 0.000108301 0.000286879 -0.000159854 -0.00154195 0.000173016 0.000242786 0.000269306 2.05969e-05
internal_weight=272.105 158.654 113.451 6.40843 5.14928 107.043 105.532 18.5794 3.46446 15.1149 86.9523 15.3782 14.7453 149.897 145.74 56.3979 89.3426 39.6024 21.7255 14.2733 8.81743 49.7402 52.826 31.7092 21.1168 2.22555 29.2763 27.7492 46.5611 20.9456
internal_count=4034 1670 2364 143 68 2221 2207 134 49 85 2073 499 494 1606 1573 1020 553 223 138 103 65 330 989 468 521 77 452 430 308 128
is_linear=0
shrinkage=0.00192234


Tree=667
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 2 1 1 2 2 2 0 0 1 0 0 0 0 2 2 2 1 2 1 1 1 0 2 2 0
split_gain=0.115995 1.99049 0.562389 0.456186 0.417062 0.593905 0.507818 0.394432 0.344372 1.82062 1.12283 0.664804 0.821949 1.58593 0.974847 1.06366 0.64425 0.958609 0.774607 1.2431 0.79907 0.739924 1.57406 0.713253 0.67957 1.36708 0.646524 1.04581 0.598346 1.13236
threshold=0.40509266190000009 0.41615520495000008 35.782584506850007 0.4662734648500001 36.728658719300007 33.151194885250007 0.46280051495000007 0.4025178887000001 40.563919884450009 40.316494640950005 40.206947806850003 0.5231430197000001 0.52770875125000016 0.39045238170000002 0.52925062125000011 0.53928026105000015 0.51191581090000016 0.50706565670000014 40.137820134150012 38.625745710700009 33.96174662340001 0.34524415440000006 39.792680591700012 0.38370108680000009 0.36575252235000005 0.36533337325000009 0.5223196910500002 37.903039192800001 40.94178426300001 0.48597347385000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -6 8 9 10 11 16 13 -13 -14 -16 17 18 19 20 -1 -21 -23 -18 25 -22 27 -25 29 -10
right_child=1 3 -4 -5 6 -7 -8 -9 28 -11 -12 12 14 -15 15 -17 23 -19 -20 21 24 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.034175367167247631 -0.0010292300362832864 0.023965055117100217 -0.07201959210350313 -0.041234515456755341 0.0012572281312679822 -0.064781572892748981 0.03161057962825764 0.019200287564783532 -0.035373472974712016 0.029795766395701168 -0.03606720953694683 -0.0043672312180870147 0.027251786786443761 -0.078564796357226643 -0.041821756053495411 0.01161002038334466 0.038851018819641897 -0.038663962176029125 0.035873981320927825 0.0016366171276999161 0.016235401068343328 -0.04884841860386905 0.0031281648500981972 0.023175745148710326 0.037064399731331479 -0.036833007240393179 0.028465162504416885 -0.02224566971992839 -2.7782198286560317e-05 0.011921227254628838
leaf_weight=1.2771095980460838 0.51304240804165546 0.41725028362998162 1.7849163507817136 0.89910587735539493 39.521514632579056 0.75932275723607745 2.0714374566741744 4.3367810144991372 4.7513655280345111 8.650805671757551 2.8376847598701707 2.9222237570211282 3.1799709815531951 1.5875973699148742 2.6080184569582343 2.7159054726362228 3.6299286261200896 2.0387402683263636 2.4534300789237014 8.6066541562322545 12.26176943635801 4.2413769685663265 4.0841715679853223 3.2650448493659479 3.8353549261228173 2.0188687965273848 3.7635493613779545 4.0624990575015545 95.149530823815439 2.9180790018290281
leaf_count=98 9 26 95 757 678 78 22 28 94 59 24 16 23 58 40 11 19 31 11 57 191 40 24 17 21 12 19 33 1426 17
internal_value=0.000728007 -0.00196175 -0.0561703 0.000890846 0.00177641 -0.0333092 0.0027689 0.00138848 0.000966052 0.00390527 0.000767941 0.00229271 -0.00986433 -0.0304871 0.00107241 -0.0145645 0.00514134 0.00127614 0.00337594 0.00118101 0.0115104 -0.0106497 -0.0233508 0.0158585 0.0147311 0.00873306 0.00833343 -0.00200656 -0.00132202 -0.0173787
internal_weight=233.163 45.9666 2.29796 43.6686 42.7695 1.17657 41.593 187.196 182.86 80.0407 71.3899 68.5522 13.0137 4.50982 8.50389 5.32392 55.5385 40.8175 38.7787 36.3253 19.3931 16.9322 8.32555 14.721 18.116 14.2806 11.0911 7.32754 102.819 7.66944
internal_count=4034 1665 104 1561 804 104 700 2369 2341 804 745 721 148 74 74 51 573 485 454 443 322 121 64 88 224 203 69 50 1537 111
is_linear=0
shrinkage=0.0597579


Tree=668
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 2 2 2 2 2 2 0 1 0 1 1 0 2 0 0 0 0 2 0 0 1 0 0 0
split_gain=0.81195 1.36476 2.08055 1.51072 1.05372 1.68184 0.776891 1.26409 1.0852 0.710648 1.0327 0.770842 1.35327 2.24686 0.805135 2.26294 0.647774 1.29684 1.36728 1.07931 1.7409 1.27159 3.35679 1.8046 0.788122 1.9197 1.82439 0.780185 0.704299 1.00225
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39019789825000006 0.38976377950000002 38.244973486750006 37.828051409500013 38.400997490450003 36.620308449100001 36.364346611650006 33.151194885250007 0.51191581090000016 0.36533337325000009 0.49336846205000007 0.34398670700000006 0.35862698720000002 0.49336846205000007 41.975471476700008 0.5216909673500002 0.51675099550000014 0.50008981770000005 0.49830843385000007 37.828051409500013 0.51505942935000004 0.50706565670000014 0.37668033890000002 0.49336846205000007 0.4871261339500001 0.47817430615000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 9 7 -3 -8 10 11 -1 13 14 15 -13 17 -11 -19 20 21 22 23 -18 25 -23 -27 28 29 -25
right_child=1 6 3 -5 -6 -7 8 -9 -10 16 -12 12 -14 -15 -16 -17 19 18 -20 -21 -22 24 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00079736360667213065 -0.0028560038105875383 -0.00018619006634138633 0.00097196899398842242 -0.0020693368062659652 0.00096181748047279698 -0.0015254171908736802 0.0014359706604304121 -0.0022634982426391623 9.0976413851483754e-05 0.00019522259959634265 0.0021427912621763859 0.0012979149924817125 0.0018092468389731822 -0.0009383132863280976 0.0016206795656440725 -0.0026129527706423988 0.0021599247256948524 0.0020531147691586473 0.0003190803099712697 0.00083220723443545299 -0.0014081473582416399 0.00059832208805287617 -0.0029676114139658202 0.00053920642392391331 0.0012216650651441551 -0.0017504566371635748 0.00041523170926353582 -0.0023329419592728767 0.0020317056876387801 -0.0025039275846854203
leaf_weight=1.6829716805659725 1.5915583712048817 11.93233274112208 1.8672544168075549 0.94612193868670136 7.2070635152049354 2.1526500582694998 2.3862467837752765 1.2436343093577296 68.899170207587304 126.46839964613901 1.5324741629883636 2.048665689770131 2.8369006589055052 3.6985821947455406 3.4668043330311775 0.78749123250599939 1.2477523386478484 3.0308169275522223 4.1312051340937614 4.4803648872766635 3.9702484970912328 10.171725474298006 1.8811943233013151 1.0792702459439176 2.7003159215673795 3.390917516546323 2.6754433047026396 0.77939658984541882 0.48662471957504738 0.677162630483508
leaf_count=94 44 409 96 82 29 14 17 55 1415 1209 10 38 11 24 19 45 5 35 32 35 33 63 15 97 12 51 19 13 4 9
internal_value=0.000154696 -3.40899e-07 -0.00106436 -5.08043e-05 0.000226236 0.000197639 5.5151e-05 -0.00038226 0.000135999 0.000217882 0.000611936 0.000450382 0.000613947 0.000274904 0.000986821 0.000212018 0.00018004 0.00024119 0.00105289 -6.35891e-05 -0.0002017 -1.07894e-05 -0.000785322 0.000176063 0.000240787 7.76719e-05 -0.000795324 -0.00064293 -5.57001e-05 -0.000634022
internal_weight=281.451 88.8663 4.40493 2.81338 192.584 185.377 84.4614 13.176 71.2854 183.225 16.0539 14.5214 12.8384 10.0015 6.30296 2.83616 167.171 133.63 7.16202 33.5404 29.0601 25.0898 6.1514 4.27021 18.9384 16.2381 6.06636 3.02245 2.24306 1.75643
internal_count=4034 2118 222 178 1916 1887 1896 464 1432 1873 241 231 137 126 102 83 1632 1276 67 356 321 288 143 128 145 133 70 123 110 106
is_linear=0
shrinkage=0.00196078


Tree=669
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 1 2 2 2 2 2 0 1 1 0 0 0 2 2 2 0 0 1 2 2 2 2 2
split_gain=0.109993 1.18771 0.799651 0.715938 0.726056 1.51656 1.47663 1.01043 0.777615 0.711381 1.27544 1.04112 1.26993 0.63082 0.846569 0.533743 1.06627 0.520257 0.446371 0.417251 1.4165 0.834528 0.827351 2.2516 2.03859 0.740059 0.686807 0.728881 1.53876 0.981416
threshold=0.37078231190000005 0.50278434775000014 0.51401155655000019 0.50008981770000005 36.491284729650012 0.49830843385000007 0.49880243110000005 0.36491422415000008 37.627645350900004 37.784765830350004 41.898943182100005 42.536568606950006 47.927946529500012 0.49336846205000007 0.34398670700000006 0.37668033890000002 0.51505942935000004 0.5054040298000001 0.49094338495000006 38.625745710700009 38.478081868400004 38.969453495950006 0.5223196910500002 0.52366695610000014 0.38780276035000005 39.110279783550006 39.184300550350009 39.952536079750011 40.003678352300007 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 6 8 7 13 18 -2 -11 -12 -13 14 -1 -4 -17 -3 -6 20 -18 -21 24 -24 -23 -25 -27 29 -29 -28
right_child=2 17 15 -5 5 -7 -8 -9 -10 10 11 12 -14 -15 -16 16 19 -19 -20 21 -22 22 23 25 -26 26 27 28 -30 -31
leaf_value=0.027837945847633855 0.004842861689632199 0.045468898273459013 -0.043548957561368673 -0.030051189156343344 0.0092047123278215289 -0.055987626751309735 0.078227402260229978 -0.080316840487394597 0.0006479978726770788 -0.078789409057418755 0.066778061955543616 -0.089532963861885626 0.041669134778220748 0.071849228626561887 -0.058394579435495975 0.068721111434888307 -0.0038960800632950108 0.0075380120945435433 0.074149646122397161 0.031471550437070714 -0.090891450873284277 0.011605071617879324 0.052849461526714797 -0.051800369254397717 -0.086178668295387048 0.072885513979219191 0.018293776487007356 0.063866134407706637 0.00013211521766354876 -0.044799865695237279
leaf_weight=1.7411917074350642 2.6789302120450875 4.2493464183062306 1.3080196543596674 3.6314168805256477 0.97382782422937397 2.3004116900265208 1.8054606840014455 0.61918944120407093 114.3965044217839 2.1893853357396438 0.70568401552736792 0.89210174565960165 0.60821940189634915 0.78744983300566662 0.82137817208058539 1.1420602739672165 21.392473988783426 3.0414261184632778 1.1103036925196645 4.8271617532300288 0.95864110888942278 2.5625211715232572 4.192615177598781 1.3425116004655127 1.765113234403543 0.64095777412876387 1.7973930755542813 1.9419551864266384 42.470293153037346 3.6892893962867674
leaf_count=101 22 40 12 33 32 26 8 5 1313 57 6 62 9 12 65 9 563 24 11 40 26 18 29 28 31 6 38 6 1319 83
internal_value=0.000867941 0.00215701 -0.000930525 0.000593571 0.00148702 0.000308353 0.0257313 0.00185263 0.00142016 -0.0235968 -0.0409303 -0.00335644 -0.0363446 0.0170401 0.000197914 0.000850508 0.00150508 0.0296456 0.0438036 0.000628576 -0.00762732 0.00345747 0.00121869 0.00349512 -0.028278 -0.000493202 0.000869692 -5.53603e-05 0.00291893 -0.0241309
internal_weight=232.583 135.478 97.1053 128.187 124.556 118.781 5.77467 3.96921 116.481 7.07432 4.39539 2.20601 1.50032 3.35002 2.56257 90.031 88.723 7.29077 2.08413 87.5809 22.3511 65.2298 60.4026 56.075 4.32763 51.8824 50.5399 49.8989 44.4122 5.48668
internal_count=4034 1670 2364 1606 1573 1382 191 183 1356 156 134 77 71 178 166 2208 2196 64 43 2187 589 1598 1558 1509 49 1480 1452 1446 1325 121
is_linear=0
shrinkage=0.0700159


Tree=670
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 2 2 1 2 0 2 2 2 2 2 0 2 2 0 0 1 1 0 2 2 1 1 0 1
split_gain=0.112876 0.673168 0.745646 0.780415 0.867418 0.473682 0.396657 0.327657 0.264131 0.241305 0.212792 0.413527 0.672521 0.56454 0.412401 0.486385 0.358021 0.644794 1.37287 1.10189 0.945266 0.838083 1.29594 0.829776 1.20423 0.817456 0.520249 0.379146 2.07237 0.378701
threshold=0.45368402140000008 0.4591329601000001 0.56065686655000013 0.4662734648500001 0.56439926950000008 38.903925214650009 42.522337019050006 39.458743938000005 0.4603604682500001 42.536568606950006 0.5654770815500002 39.051326806600009 33.151194885250007 40.94178426300001 42.283941020600004 42.558389508100007 0.54646567465000018 38.748048509250005 40.844669808050007 0.55257327625000008 0.55832160710000012 0.45206730335000006 0.40955360615000008 0.55769288345000012 41.092444989200011 41.942745071500006 0.43287626120000006 0.42114008565000011 0.54228915300000013 0.41988263825000011
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -5 -7 -9 -8 16 12 -12 -13 -15 -16 26 21 20 25 -19 22 -18 -21 -25 -20 27 29 -29 -1
right_child=1 2 3 6 5 7 9 8 -10 -11 11 13 -14 14 15 -17 17 18 19 23 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0010485392921050956 -0.074825331528535544 -0.093197515074877196 0.078832058440329991 -0.077757921620188797 -0.083248158559360644 0.0729952993116567 0.07610684491306087 0.031362285051688664 -0.074136065031758014 -0.071551255972812824 0.045172416915534662 0.035031055919162717 -0.079327486785487789 -0.043895871456933931 0.044610398856096349 -0.011237181216046371 0.043960518817133823 -0.024129366872527459 -0.098996385976350618 0.046811476200122354 -0.099330489307015823 0.06262147688412785 -0.075021040024841223 0.040128916641168695 -0.053025424189459262 -0.0045470268674389141 0.042810767329594115 0.024971185351552721 -0.06930166327946817 0.023567649409442677
leaf_weight=193.43999636425724 0.69811191871121892 0.37516922102076966 1.1477759629487998 0.58715930220114376 0.31708493607584365 0.34168471861630678 0.17488674819469452 0.25724357302533463 0.22859797571436502 0.083350609533226816 0.35143268850515497 4.2230814660433662 0.59756370156537741 0.92748744692653406 1.2781304083764555 2.1057290230382932 0.98338954150676661 2.03872787603177 0.86312560644000758 2.3964035250246525 1.4651910336688159 1.2703549414873121 0.88895678345579654 1.3098503500223162 1.5398297945212105 1.0193114319990852 1.5301081314100873 2.557818255860183 2.2228304706513882 3.8853010684251776
leaf_count=2440 82 11 5 478 26 3 1 9 72 273 12 53 53 18 10 81 3 39 14 25 22 3 68 4 46 28 56 57 22 20
internal_value=0.00081256 -0.0107728 0.0019561 0.0133331 0.0349621 -0.00902924 -0.0453161 0.0194094 -0.0182768 0.0284476 0.00102758 0.0114994 -0.0332226 0.0164723 -0.00170652 0.00985722 0.000570802 -0.0105719 -0.0189722 -0.000980458 -0.0555753 0.0178481 -0.0125298 0.0158389 -0.0102072 -0.0478535 0.00132456 0.00101047 -0.0188623 0.00149194
internal_weight=231.106 4.21106 3.51295 3.13778 2.29239 1.14461 0.845397 0.827526 0.485842 0.258237 226.895 9.48342 0.948996 8.53443 4.31135 3.38386 217.411 13.7751 10.6324 7.12852 3.50392 3.1427 1.87235 5.24608 2.84968 1.88244 203.636 202.106 4.78065 197.325
internal_count=4034 960 878 867 115 110 752 84 81 274 3074 227 65 162 109 91 2847 252 178 117 61 74 71 75 50 42 2595 2539 79 2460
is_linear=0
shrinkage=0.0714163


Tree=671
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 1 0 2 1 2 2 0 2 0 2 2 0 0 2 2 0 1 0 0 0 1 1 2 1
split_gain=0.99823 1.91352 1.01945 1.51832 1.40132 1.93932 1.26241 0.780839 1.45882 1.92829 1.539 1.21134 2.33259 1.36757 0.894428 4.15528 0.764708 0.934006 3.00011 1.03829 1.67537 1.08546 1.4413 1.203 1.3291 0.990667 0.886389 0.860065 0.80504 0.882222
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.3782970569500001 37.784765830350004 41.898943182100005 0.37413550490000008 0.5231430197000001 40.159267750750011 0.38370108680000009 41.147265497500008 38.244973486750006 0.52366695610000014 37.828051409500013 0.5216909673500002 36.79544512155001 41.827117825850003 0.48068920095000006 0.48028502140000007 41.872294782850005 42.686561923500008 0.47769527860000011 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.47997065955000012 0.35275889945000011 0.34524415440000006 42.779078631750004 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 16 3 4 -2 -6 -4 8 9 -8 -10 12 -9 -14 15 -11 -1 18 19 -18 21 22 23 24 -21 -22 27 -19 -29 -30
right_child=2 -3 6 -5 5 -7 7 11 10 14 -12 -13 13 -15 -16 -17 17 26 -20 20 25 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0003459345380903333 0.0012963378664132392 0.0015662820375880672 -0.0026529924325136701 -0.0025152076888553272 -0.0026331600694033887 0.00023134935618762952 0.0019255588599423259 -0.0040621904413344319 -0.0017785631457667528 0.0015532686478656687 0.00061192906602964441 0.00012572880677799933 -0.00013997837501743488 -0.0022898070941576418 0.0008468955192164325 -0.0015485130428492917 0.0021117647932491039 -0.00032047605725271021 -0.0036085700781311541 -0.0021875813354601688 1.8836732107213473e-05 -0.0022979978332666956 0.00093116176788321514 -0.0024605914962776429 0.0024912474861056555 0.0018522621866202461 -0.00072249103943559261 0.00089017847551777201 0.00092343592209948836 -0.00029023258395742026
leaf_weight=98.52864188462263 1.6276787668466557 4.2983060777187339 0.6443554162979116 1.4023337314720263 1.4806535821408036 2.3522491254843771 3.777216434478766 0.66646598279476066 2.1146596968173972 2.9962432701140624 2.0288732767803594 72.693737290210265 14.005883354220712 1.2382073968183238 6.6937732491642237 3.7246931358240545 0.80924451863393798 5.1287114098668161 0.95694119855761428 0.43273518705973701 18.87982862061472 1.85391901852563 1.6490987492143174 1.595204967074096 0.50679373741149902 1.205424666404723 2.9618188440799704 12.952217489480974 3.608664043247698 6.3628611341118813
leaf_count=842 8 30 8 75 33 27 13 5 13 13 41 1574 436 58 29 31 6 27 8 47 418 42 24 34 1 3 33 95 19 41
internal_value=0.000175599 0.000275514 3.8011e-05 -0.000695294 -0.000227922 -0.000875213 8.35203e-05 9.9559e-05 0.00043631 0.000688021 -0.000608063 1.8471e-05 -0.000471579 -0.000314599 0.000339565 -0.000165716 0.000240272 6.35294e-05 -0.000196844 -7.56207e-05 -0.000143382 -0.00104906 -0.000495638 -0.00142391 0.000336238 0.000128871 0.000297667 0.000405377 0.000567771 0.00014899
internal_weight=279.177 161.73 117.447 6.86292 5.46058 3.8329 110.584 109.94 21.3355 17.1919 4.14353 88.6043 15.9106 15.2441 13.4147 6.72094 157.432 58.9035 27.8892 26.9322 26.123 6.03775 4.18383 2.53473 0.939529 20.0853 31.0143 28.0525 22.9237 9.97153
internal_count=4034 1670 2364 143 68 60 2221 2213 140 86 54 2073 499 494 73 44 1640 798 583 575 569 148 106 82 48 421 215 182 155 60
is_linear=0
shrinkage=0.00196078


Tree=672
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 0 0 1 1 2 0 1 1 1 2 2 0 0 1 1 0 0 2 2 1 0 1 0 2
split_gain=0.73623 2.38198 3.17335 1.30763 1.33365 1.8107 1.38559 1.75673 1.21386 1.43897 1.17083 1.7684 2.28255 1.334 2.01244 1.57154 1.27342 1.13057 2.08019 2.49978 1.84915 1.11097 2.69193 0.989331 0.932663 1.31314 1.14561 2.04179 2.44136 1.1279
threshold=0.37078231190000005 0.50278434775000014 0.50086823750000009 38.400997490450003 0.35651627195000007 43.426640904350009 0.47883296910000012 0.4784437592000001 0.36575252235000005 0.36533337325000009 41.257403903850005 0.48447651265000008 0.34554354660000003 0.34569324270000007 0.34545372890000009 42.824128352900011 41.919251152600005 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37413550490000008 0.49094338495000006 0.48537468940000006 40.241071441700008 43.89540535710001 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 21 7 -5 9 -1 11 12 -8 14 15 16 -12 18 19 -2 -19 22 -6 -13 25 -22 -27 -28 -29 -30
right_child=17 -3 -4 4 5 -7 10 -9 -10 -11 13 23 -14 -15 -16 -17 -18 20 -20 -21 24 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.00071330182402525619 0.0011219098875763309 0.0010919625175205159 -0.0021503214263132557 1.3591834222472074e-05 -0.002501465661630245 0.00077681300888838515 0.00071690913093426316 -0.0014180349600735587 0.0021817926071256264 -0.00087925182584724731 0.00021463479876781207 0.00043417083613012011 -0.00062826938369396363 0.00043444491870791755 -0.0011972027732889572 0.00079751025450081438 -0.00098703029271140878 -0.0028027758494160167 -0.0017576823346134799 -0.0018429479859344709 0.0008842355272824249 -0.0023459414733885569 0.0015637122953712252 0.0017760005172629638 -0.00070457490214038856 -0.0010275761554964513 0.0011534060568110082 -0.0023103828491231587 -0.00037436258616435045 0.00018015147971113898
leaf_weight=14.880705240182584 3.0318671539425841 10.031922895461319 1.9984726347029198 44.025411230541067 1.1108420071541325 1.9402858737157656 14.71493492275477 3.1345490599051109 1.6149804145097721 2.2268174588680258 7.1578659787774139 2.8201317265629751 6.0881997719407073 26.79041376709938 5.0816889833658925 7.152311570942401 5.1962570808827877 0.7563137486577024 3.3288512586441357 1.4281751302478367 7.3802222684025756 2.075008824467659 1.1136173158884046 5.6025746092200279 4.7448702089677672 3.1104225140879853 6.0154340788722029 1.4826270611956704 15.245962557160963 70.112002242647577
leaf_count=272 13 64 20 664 42 74 62 28 5 11 34 14 27 171 45 33 35 8 68 62 29 23 3 43 602 23 22 18 498 1021
internal_value=0.000139944 0.000219464 0.000162893 0.000193163 0.000129257 -0.00070483 0.000169992 -8.15631e-05 0.000650557 0.000506006 0.000317172 0.000612432 0.000323232 0.000149219 -0.000161554 0.000108247 -0.000290797 2.76173e-05 -0.00065242 0.000172516 7.62792e-05 -0.00137347 -0.000466341 0.00132672 9.64239e-05 0.000133199 7.54417e-05 0.00011239 4.02787e-05 8.11086e-05
internal_weight=281.394 164.757 154.725 152.727 134.004 6.23975 127.764 47.16 18.7225 17.1075 80.6044 29.2258 20.8031 51.3785 24.5881 19.5064 12.3541 116.637 7.78889 4.46004 108.848 4.29947 2.22446 8.42271 108.092 103.347 95.9664 92.856 86.8406 85.358
internal_count=4034 1670 1606 1586 1298 142 1156 692 288 283 464 146 89 318 147 102 69 2364 143 75 2221 68 45 57 2213 1611 1582 1559 1537 1519
is_linear=0
shrinkage=0.00184769


Tree=673
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 0 2 2 2 1 0 2 0 2 2 0 1 2 0 2 1 2 1 2 2 1 1 1
split_gain=0.885027 1.99414 1.09606 1.6043 2.13275 0.834482 1.08669 1.21175 1.00778 2.16069 1.24767 0.766411 0.826485 0.961772 2.06343 1.46307 0.718496 1.29073 2.45267 0.687643 0.644413 1.1189 0.737233 1.10571 0.996073 1.49891 1.14994 0.98344 1.44034 0.784296
threshold=0.37078231190000005 0.50278434775000014 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.36491422415000008 0.48537468940000006 0.48386275860000011 41.319407281650008 40.241071441700008 38.625745710700009 0.37668033890000002 0.5231430197000001 38.244973486750006 0.52366695610000014 37.828051409500013 36.257608591500009 0.5216909673500002 0.38370108680000009 42.977735738100002 0.52366695610000014 38.400997490450003 0.39971857130000005 39.952536079750011 0.39712882845000003 41.385032804600009 42.310579034350006 0.40301188585000008 0.41615520495000008 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 7 -1 9 10 -8 -4 16 14 -14 -16 -13 18 -18 -6 -15 -22 23 -23 25 -25 -27 -24 29 -29
right_child=2 -3 11 -5 19 -7 8 -9 -10 -11 -12 12 13 20 15 -17 17 -19 -20 -21 21 22 27 24 -26 26 -28 28 -30 -31
leaf_value=0.00019345904048471578 0.0011595142258549807 0.0011442109173165477 -0.0012578365500021003 -0.0018081759946739875 -0.0029123285170995715 -0.00046471253547046993 0.00082855365841570737 -0.00094624348743827175 0.00023868799250145639 0.0017774656083672377 -0.00080227612687240753 0.0012497617110229643 -0.0039019344078675597 0.0012662635789219264 -7.8861716586157168e-05 -0.0022833209348174341 0.00096344021700710681 0.00091279284185148311 -0.0011524723739070009 2.4153121797798067e-06 0.001430595781796122 -0.0017190520371885853 0.00076052045813998926 0.0016617159393000035 -0.0013174217336109923 -0.0022574163564746523 0.00011235591405268804 0.00033784648260907281 0.00010393580456313043 -0.0023563498663344666
leaf_weight=109.89361551434558 2.5614361893385644 9.407090809196232 1.5950543589424331 2.9502200970018748 0.87762244057375915 6.6621723591815671 5.1532624587416667 3.707651585340499 16.479915749281645 6.5844349041581154 2.7747456841170788 3.7440482880920198 0.62493658065795799 1.8554273117333639 13.68612675595068 1.2644398487755086 3.7672360013239068 7.0752703634207128 4.7769448874460068 0.48214682802790776 2.3350204257876603 2.0289845266379407 8.392914181808008 2.0110513642430288 2.0720417281845585 0.97039474989287544 4.171747567190323 0.58267724938923438 47.144401929850574 1.4471369938983114
leaf_count=1329 13 64 14 68 22 48 39 29 85 53 23 20 5 9 436 58 23 41 50 40 18 40 46 22 74 30 148 6 1108 73
internal_value=0.000173933 0.000268264 4.37496e-05 -0.0007159 0.000105901 0.000213786 0.000245048 0.000156262 0.000570489 0.000947273 0.000257775 9.13998e-05 0.000111336 3.11236e-05 -0.000411216 -0.000265303 0.000478304 0.000293382 -0.00021954 -0.00187882 0.000125487 9.57411e-05 5.04512e-05 -0.000408536 -0.000120303 0.000226463 -0.000334854 0.000140182 3.43043e-05 -0.00158296
internal_weight=277.08 160.663 116.417 6.87143 3.92121 151.256 144.594 113.601 30.9924 14.5124 7.92801 109.546 107.951 88.5873 15.5755 14.9506 19.3635 15.6195 8.54418 1.35977 73.0118 71.1564 68.8214 11.2542 9.22524 7.15319 5.14214 57.5671 49.1742 2.02981
internal_count=4034 1670 2364 143 75 1606 1558 1358 200 115 62 2221 2207 2073 499 494 134 114 73 62 1574 1565 1547 314 274 200 178 1233 1187 79
is_linear=0
shrinkage=0.00196078


Tree=674
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 1 1 1 0 0 0 2 2 2 1 2 1 0 2 2 1 1 0 2 0 0 1 1 2
split_gain=0.113209 0.261647 0.373406 0.380189 0.58245 0.141926 0.304449 0.314007 0.472586 0.326063 0.696367 0.547946 0.179279 0.151563 0.206281 0.435477 0.270178 0.789162 0.222485 0.208689 0.410092 1.47894 1.66853 1.23467 0.27609 1.17747 4.00791 0.807288 0.656327 0.533211
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.51675099550000014 0.53043322055000008 34.883496062400006 0.36575252235000005 0.38052752915000004 0.38733870245000007 0.53749887730000012 0.54429508100000012 0.5681267027500001 34.41230404325001 35.171584490050009 36.010074051050005 0.36533337325000009 36.364346611650006 0.39019789825000006 0.52092751715000019 36.620308449100001 37.038444968100009 0.36575252235000005 0.38370108680000009 0.52889135055000014 37.784765830350004 0.5231430197000001 0.54136103710000005 0.42290649980000011 0.45280081435000008 38.064633603500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 12 -8 -9 -10 -11 -12 -2 -7 15 -15 17 -16 -17 -18 21 -21 -23 -24 25 -22 -27 -28 -29 -26
right_child=5 2 3 4 -6 13 7 8 9 10 11 -13 -14 14 16 18 19 -19 -20 20 24 22 23 -25 29 26 27 28 -30 -31
leaf_value=0.066473535973462519 0.012758023449526239 -0.073015830382597069 -0.095339913138989998 0.066657697244756356 -0.071037013581958991 -0.014908921294980223 -0.034754519372487448 0.047064203311133104 -0.035251341002060926 0.070193111516771045 -0.076789710517348952 0.0300160148120532 0.048396280709907438 0.043061301206107787 0.0098913256277044 -0.016722596831672796 0.019899286651018387 -0.07390763449018814 0.01820710186663272 -0.053391644933641007 0.033547565541560145 0.080133579171796268 -0.090931211257700595 0.020199464696282751 -0.026242512612180913 -0.12053229472191186 0.049989657925491898 -0.068215102974657951 0.023467549615673794 0.0010049866870761477
leaf_weight=0.13271142542362113 1.2582091054646292 0.44573610086445092 0.1334230899810791 0.39414990693330765 0.17994420869672467 2.4569419717499832 0.83449415862560306 0.92643854022026095 0.93942266562953625 0.52463185787200906 0.39432826498523355 0.37867124209697067 1.034301532898098 1.4443752050283354 1.1440971951233212 1.4852319061756136 2.2914740177875492 0.74703173291709379 1.4485736433998679 2.3936624790076158 4.7628348586149496 0.99852985143661532 0.66047313343733538 1.0275160246383164 2.9313485838065381 1.0390179755631832 1.8507644981145861 0.54538865434005834 0.74013847778405761 196.54171700005827
leaf_count=1 27 83 1 4 109 32 5 5 8 2 14 63 17 28 31 11 31 42 38 22 46 2 10 41 66 18 6 24 30 3217
internal_value=0.000913869 -0.0178497 -0.0275533 0.00108814 0.0234986 0.00101842 0.0104131 -0.000151294 0.00897665 -0.00679667 0.0138031 -0.0244685 0.0288368 0.000755187 0.000928505 0.0145572 0.000654385 -0.0232109 0.000524027 0.000863541 0.000659224 -0.0171427 0.0151547 -0.0232835 0.00109316 0.011997 -0.012586 0.0231753 -0.0154291 0.000604572
internal_weight=232.086 1.28596 1.15325 0.707517 0.574094 230.8 6.2905 3.99799 3.16349 2.23705 1.29763 0.773 2.29251 224.509 222.052 4.37818 217.674 1.89113 2.93381 215.783 213.491 5.08018 2.68652 1.68799 208.411 8.93814 4.17531 3.13629 1.28553 199.473
internal_count=4034 198 197 114 113 3836 141 97 92 87 79 77 44 3695 3663 77 3586 73 49 3513 3482 75 53 51 3407 124 78 60 54 3283
is_linear=0
shrinkage=0.0634156


Tree=675
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 2 2 0 2 2 2 0 1 0 2 2 0 2 1 1 1 2 2 0 1 0 0 2 2
split_gain=0.568416 1.38956 1.07675 1.40323 1.13379 0.653811 1.27085 1.95397 1.23661 1.75636 0.60564 0.956043 0.854886 0.622633 0.564751 1.25924 0.990082 1.80082 1.43339 0.822565 0.862515 1.68064 1.50156 1.096 0.929264 1.38512 1.37 0.818146 0.910043 2.61137
threshold=0.37078231190000005 0.50278434775000014 0.51191581090000016 0.3782970569500001 0.5054040298000001 0.35862698720000002 38.625745710700009 47.927946529500012 0.49336846205000007 41.975471476700008 43.89540535710001 47.709122305950011 0.53158588065000012 0.40301188585000008 0.5231430197000001 40.137820134150012 38.244973486750006 0.52366695610000014 37.828051409500013 0.38976377950000002 0.39971857130000005 0.39591628995000006 41.385032804600009 43.631818398850008 0.54136103710000005 0.41804137600000008 0.54300769440000007 0.54386096225000014 40.80591513400001 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 8 -7 -8 -1 -10 14 -12 -13 -14 15 -4 17 -16 -19 -18 21 22 -21 -23 -22 -26 -27 -28 29 -29
right_child=2 -3 10 -5 -6 6 7 -9 9 -11 11 12 13 -15 16 -17 19 18 -20 20 24 23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.00017850711669190752 0.00051929101194242867 0.00097750942898708272 0.00065092717417681732 -0.0024305665510238571 -0.0013522593863596255 0.00017738380684228822 -0.0018569867086917645 0.0015112829584136805 0.0020209814224077935 5.5483624564579055e-05 -0.002041133560992513 -0.0023848248101181568 0.00057541815559237954 -0.0020307325758537362 -0.0035134734138918084 -0.0006182958587853995 0.0014361580862346564 -6.5155467988382132e-05 -0.0022359363246582213 0.00080948515909059235 0.00058350732091310082 -0.0022328290873907617 -0.0011937068107865678 0.00026821040428476204 -0.0017234830259049464 -0.001378746350084776 0.0011829901473152057 -7.9156187883629986e-06 0.00038590324096911515 -0.0030674331064095548
leaf_weight=133.41130652895663 2.9332772847264996 8.5679893605411035 15.855074437102305 1.3885042646725194 2.019820031709969 8.3378827772394271 3.0596968104364346 0.80360655486583699 3.3106731772422782 3.4111102372407913 1.2185755803948257 0.51692725703469511 2.924012367613614 0.38314954846282478 0.65210302174091239 3.532163666386622 1.7997034266591061 13.331301807927955 1.2275692148832593 4.274472401943056 17.11686365987407 2.343319537583739 2.0440463295672089 0.89470180356875051 1.565601096022873 2.1292361244559279 2.923073098063468 12.83918422742863 20.013070307177259 1.1209169027861197
leaf_count=1370 20 64 89 75 48 53 126 4 34 19 301 54 47 200 5 27 8 438 58 36 84 75 60 29 29 14 11 262 370 24
internal_value=0.000150473 0.000224247 4.72938e-05 -0.00072268 -0.000243907 0.00018188 -0.000244922 -0.00115635 0.000219041 0.00102355 9.22123e-05 -0.000558356 -8.58572e-05 0.000273484 0.000123859 0.000419687 5.58049e-05 -0.000388175 -0.000248191 0.000153589 0.000119273 -0.000415646 0.000161451 -0.00154176 0.000207856 4.94479e-05 0.000120573 0.000207097 0.000123131 -0.000253578
internal_weight=275.949 160.902 115.047 6.3416 4.9531 152.334 12.2012 3.8633 140.133 6.72178 108.705 5.04266 3.82409 3.30716 103.662 19.3872 84.2752 15.211 14.5589 69.0642 67.2645 9.55654 6.31852 3.23802 57.7079 40.5911 39.0255 36.8962 33.9732 13.9601
internal_count=4034 1670 2364 143 68 1606 183 130 1423 53 2221 602 301 247 1619 116 1503 501 496 1002 994 200 96 104 794 710 681 667 656 286
is_linear=0
shrinkage=0.00192234


Tree=676
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 2 0 2 2 1 1 0 0 2 0 0 2 1 0 0 2 1 2 2 2 1 2 2 2
split_gain=0.117301 0.574199 0.414707 0.91602 0.477307 0.436161 0.367743 0.345186 0.274562 0.232296 0.230127 0.715922 0.724175 0.6153 0.772534 0.423539 0.310758 0.445655 0.779919 0.926467 0.622216 0.402436 0.370079 0.415523 0.275811 0.471141 0.22815 0.154691 1.29104 1.21925
threshold=0.45280081435000008 0.56065686655000013 0.46280051495000007 0.4662734648500001 0.56341127510000011 0.45368402140000008 42.522337019050006 0.58415915690000009 42.402981339000007 42.536568606950006 0.44805544745000009 0.43837010870000009 0.5681267027500001 0.57537199485000012 40.94178426300001 0.55769288345000012 0.54646567465000018 40.844669808050007 0.40509266190000009 0.56719858685000013 0.55257327625000008 41.481306584950012 0.43590012275000006 49.420225120050006 39.458743938000005 42.198888176300009 0.43724738780000011 40.563919884450009 40.316494640950005 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 4 -4 -3 -6 -5 -7 -9 -8 11 12 16 15 -15 -13 27 18 -18 -20 -19 -22 23 -23 -12 -26 -14 28 29 -1
right_child=1 2 3 6 5 7 9 8 -10 -11 24 13 26 14 -16 -17 17 20 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0026233745362791599 -0.092520088891121968 -0.094481212274260776 0.050070249924172479 -0.080248711807241788 0.018108286971461891 -0.077486214180799942 0.078921643412446951 -0.075578234007780964 0.07364000558622702 -0.074432887502880032 0.038016450436377136 -0.0091972365676034236 0.015076052427490794 0.074960738996108237 -0.082325481144613438 -0.1000444626637103 0.017072888148718268 -0.039658273462709108 -0.079526368417412521 0.040281326862488746 0.041394095572511627 -0.080454526954146149 0.013515148301129962 0.021447972935710172 -0.01531747474493342 0.0288682568040756 0.067619904870508493 -0.00028441234364240717 0.02904596098229335 -0.042826746355942795
leaf_weight=76.987227483448805 0.42547187977470358 0.43157935189083252 1.6940995306649713 0.55108857391314803 1.3358575962483885 0.66020564701466344 0.16666443645954132 0.10706132544146385 0.18694681885972386 0.081049716733105015 1.9743074378347945 0.40679077757522397 0.75405766324547463 0.43528067244915281 0.2854549739495269 0.9333460608322639 1.1500774547457679 1.6671993153577203 1.9364638390252369 0.43668812513351429 1.7558101788163183 0.58593959291465614 2.2363790031522512 0.35460691852495074 2.8250779090449214 2.5211519944859901 1.1550292568281293 114.53162361398427 9.9705494265363068 3.4025208149105302
leaf_count=798 19 10 24 478 9 106 1 38 15 273 18 16 33 24 28 44 5 40 113 4 6 37 21 16 34 23 19 1688 66 28
internal_value=0.00106098 -0.00952333 -0.00275136 0.0191425 -0.0228051 -0.0092973 -0.0464489 -0.0476639 0.0193031 0.0287455 0.00132476 0.000891552 0.00130564 -0.0426949 0.0126659 -0.0724683 0.000901118 -0.0118069 -0.0331441 -0.0574803 -0.000416515 0.0128467 -0.00293079 -0.042035 0.0142837 0.00551944 0.046866 0.00152899 0.00382747 0.000699684
internal_weight=231.946 5.64002 5.21455 2.4929 2.72165 2.29007 0.798803 0.954214 0.294008 0.247714 226.306 218.985 216.924 2.06087 0.720736 1.34014 215.015 10.1232 3.52323 2.37315 6.59994 4.93274 3.17693 0.940547 7.32054 5.34623 1.90909 204.892 90.3603 80.3897
internal_count=4034 973 954 776 178 168 752 159 53 274 3061 2986 2874 112 52 60 2822 242 122 117 120 80 74 53 75 57 52 2580 892 826
is_linear=0
shrinkage=0.0743015


Tree=677
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 2 0 0 0 0 1 0 2 2 1 1 0 2 1 2 2 1 1 1 1 1 0 0 0
split_gain=0.103651 0.93433 1.4521 0.411439 0.949602 0.904417 0.541545 0.718939 0.806148 0.366264 0.775954 0.610368 1.12393 0.695488 1.41305 0.593024 0.50559 0.484416 0.347087 1.58886 1.00032 0.661354 0.69846 5.48435 0.766917 0.704131 0.644558 1.04348 2.40859 0.566091
threshold=0.35862698720000002 0.49336846205000007 41.975471476700008 0.49787431515000008 0.49649711085000009 0.49830843385000007 36.364346611650006 0.4871261339500001 0.47817430615000006 0.49053920540000012 0.48637765340000011 0.34608245260000009 0.48386275860000011 41.806790701050012 39.792680591700012 0.34587287805000005 0.3459626957000001 0.48306936920000004 39.577821550850011 0.34512439750000007 40.159267750750011 40.467253020850002 0.34560342505000002 0.34551360740000009 0.34542378970000004 0.3453938505000001 0.3453339720000001 0.4815274992000001 0.48028502140000007 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 9 -3 4 6 -5 -2 8 -8 10 11 12 16 14 -13 -12 18 -15 19 -1 -20 -22 23 24 25 26 27 28 29 -23
right_child=3 2 -4 5 -6 -7 7 -9 -10 -11 15 13 -14 17 -16 -17 -18 -19 20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00078120529649007304 -0.085030176931266674 0.072479533108404798 0.00098425485620367258 0.070036632162747234 -0.092592201798043242 -0.00046787269418867175 0.021228073169662184 0.054572096317620909 -0.0897576786307661 -0.019370563984539246 0.045579277964679664 -0.015352359269772527 -0.034678903968660892 0.014388344572922103 0.059787055651154684 0.00603961193946738 -0.035062838809377286 -0.027604411870323416 -0.027764714899701077 0.062598296292169828 0.023951926962544515 -0.0045776685712106231 0.014895241019434888 -0.11740465678987703 0.029610911680483895 -0.044075048432881299 0.026322925543338579 0.024880696848266191 -0.075037545266991426 0.044253748921008029
leaf_weight=9.7648300429427746 0.35378496669363801 2.3312156386673442 3.4589519537985325 0.89942046417854626 0.77721504848159373 107.03765354095412 0.76427932778460694 0.94901291397400189 0.55294502656033728 4.1934639960527411 3.3101597316563121 1.883218221613786 4.8227800354361525 3.5824464579927735 3.5206096833571792 4.2431572712957859 1.9636396802961815 2.1578216217458248 6.239709921879693 2.4194489022665939 5.8918737963540471 27.059297494575738 11.466260926099492 2.0148985963314763 4.073478245176374 1.8809800255112339 4.0278225340880445 5.5008693635463706 2.4358409233391276 1.2161119803786267
leaf_count=219 12 41 32 8 14 2419 104 21 13 29 24 38 42 44 38 24 13 11 37 19 32 519 132 29 35 14 29 22 16 4
internal_value=0.000901489 0.00233393 0.0297694 -0.000635485 -0.024627 0.000119629 -0.00446548 0.00811157 -0.0253616 0.000936396 0.00171426 0.000109564 -0.00178885 0.0155737 0.0336012 0.0233674 5.65483e-05 -0.00139713 0.000877606 0.0118041 -0.000976416 0.00157289 -0.000636636 -0.00433079 0.000601245 -0.00220426 -0.000247042 -0.00320238 -0.0082325 -0.00247745
internal_weight=230.793 119.459 5.79017 111.334 3.39724 107.937 2.62002 2.26624 1.31722 113.669 109.475 101.922 90.7778 11.1441 5.40383 7.55332 85.9551 5.74027 83.9914 12.1843 71.8071 65.5674 59.6756 48.2093 46.1944 42.1209 40.2399 36.2121 30.7113 28.2754
internal_count=4034 1443 73 2591 164 2427 150 138 117 1370 1341 1293 1162 131 76 48 1120 55 1107 238 869 832 800 668 639 604 590 561 539 523
is_linear=0
shrinkage=0.0700159


Tree=678
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 1 0 1 2 0 0 1 0 2 0 0 1 2 0 2 0 0 2 0 1 0 1 2 2
split_gain=0.101186 0.235967 0.336064 0.33341 0.527083 0.123865 0.275373 0.651722 0.641214 0.230356 0.278507 0.467803 0.119892 2.33619 0.955876 0.680356 0.392108 0.330423 0.481679 1.19346 0.504761 0.312008 0.271841 0.227121 0.226923 0.168698 0.821592 0.442146 0.416432 0.494169
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.51675099550000014 0.53043322055000008 34.883496062400006 0.34398670700000006 0.49830843385000007 0.36575252235000005 34.654301448200009 0.54429508100000012 0.5681267027500001 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.5054040298000001 48.778770352700008 0.55832160710000012 0.34311846950000008 0.46989611090000011 0.34398670700000006 38.969453495950006 37.445036092900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2 -8 -9 10 -10 -12 13 14 15 16 -7 -14 23 -20 -21 22 -22 25 -23 26 28 -27 29 -19
right_child=5 2 3 4 -6 12 7 8 9 -11 11 -13 17 -15 -16 -17 -18 18 19 20 21 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.067502429090604027 0.045255007925867931 -0.073615648722623023 -0.093037875551461008 0.067680683584921922 -0.07184821959395242 0.027304091431272985 -0.048691938029957013 0.068773605304596322 0.023211392996076489 -0.02724144217415787 -0.077821105391209455 0.026773217377042743 0.022760212605709623 -0.15785899517603597 -0.070455808057237654 0.07307060436605145 -0.067404050196082352 -0.0019922221068261348 -0.096623458283343816 0.068285420523500992 0.021428617951208331 0.070099516050583871 -0.069343734973768723 0.018331785387562759 -0.06513461199964958 0.025940217757273495 -0.05260134199981726 0.00052630740906544769 0.011661351065867052 -0.077814073038621243
leaf_weight=0.12099280953407188 0.80311398394405742 0.41132541569822911 0.12692680954933167 0.36001676321029663 0.16528248751637875 0.47387294750660636 0.81243754836032156 0.75171626359224308 2.1922945384867498 0.80973236446880026 0.34277937933802594 0.3742490531403746 2.8233033674769095 0.39527309534605581 0.45055143535137165 0.92172896862030029 0.29787784297514008 1.1194573405664403 0.73713075742125456 0.3856323146028442 0.19360131770372391 0.215572789311409 0.480977181239723 3.0437822448438956 0.068384431386220967 2.9056396558880797 1.4566915800096465 201.21161814625702 4.4837359334342182 0.52988719230052073
leaf_count=1 16 83 1 4 109 13 23 7 14 11 13 57 16 33 10 3 119 36 13 5 2 1 83 21 164 15 13 3012 108 28
internal_value=0.000764327 -0.018092 -0.0278295 0.00104554 0.0237787 0.000862172 0.009966 0.00460163 0.0142862 0.00327296 0.0117658 -0.0232287 0.000612801 -0.0133618 0.0132777 0.0355551 -0.00925105 0.000774353 0.000488082 -0.0304799 0.00579263 -0.0193491 -0.0432924 0.000788214 0.0375316 0.000535985 -0.00893313 0.000888078 0.00143868 -0.0263516
internal_weight=229.466 1.18454 1.06355 0.652226 0.525299 228.281 6.08632 5.28321 4.47077 3.71906 2.90932 0.717028 222.195 2.5393 2.14403 1.69348 0.771751 219.655 216.832 2.0813 1.34417 0.958536 0.674578 214.751 0.283957 211.707 7.58977 204.117 6.13308 1.64934
internal_count=4034 198 197 114 113 3836 141 125 102 95 84 70 3695 178 145 135 132 3517 3501 268 255 250 85 3233 165 3212 185 3027 172 64
is_linear=0
shrinkage=0.0646839


Tree=679
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 2 0 2 2 0 1 2 1 0 0 2 2 2 2 0 2 0 2 1 1 1 2 1
split_gain=0.477807 1.91527 1.05396 1.51174 2.10575 0.820146 0.881459 1.09498 1.84131 1.34348 0.835535 1.45201 2.09078 1.52987 0.760115 1.24048 1.16985 0.90918 2.04217 1.81738 0.9932 0.802902 0.650122 0.598752 1.05648 0.83425 1.1929 1.5487 1.22519 1.18339
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.5231430197000001 38.244973486750006 0.52366695610000014 37.828051409500013 36.257608591500009 0.5223196910500002 0.38906020780000011 39.337369931850013 0.36533337325000009 0.48537468940000006 0.48386275860000011 41.481306584950012 40.241071441700008 38.625745710700009 42.006870117350005 0.48898236580000004 36.893814626400008 0.52366695610000014 38.400997490450003 0.39971857130000005 0.39587138110000003 0.39382054430000007 42.660927378600007 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -2 -4 10 8 -8 -10 -7 12 -12 -14 15 16 -1 18 19 -17 -19 -20 -16 -9 -25 26 27 28 -26 -27
right_child=2 -3 5 -5 -6 6 7 23 9 -11 11 -13 13 -15 22 17 -18 20 21 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.00015727538780936981 0.0011899444217912029 0.0015421471407542926 -0.001288679182221582 -0.0017537623944357543 -0.0018728358547238817 0.0013579033018534137 -0.0035938054102967135 0.0012591081506304331 -0.00010660110250029453 -0.0022988751545439407 0.00045572513035640387 0.0012156337273409551 -0.00015323973508836198 -0.0029422346764169291 -0.0012266419040178386 0.0007766687174570379 -0.00097975728212842408 -0.00060193539798760322 0.0021299436741868843 -0.0010919413054738978 0.00049329629889053618 0.00087324448366349501 7.1514359385403009e-05 0.001419649603007149 -0.0017211058086840788 0.00081674966931959375 -0.0013748518590861729 0.0010857684277431291 0.00024490763288021416 4.5722573580651678e-05
leaf_weight=104.18582224748388 2.4790984652936454 4.1681783944368354 1.5861722524277855 2.9110552471247502 1.3239511255524119 3.6358661148697164 0.6763555109500875 1.8215240407735098 13.296077383936789 1.1692427104571823 7.7591802743263525 4.7633114275522521 1.6094079893082383 1.4263049844303166 2.599792066961526 7.2666899301111716 3.5991034545004359 4.2513155490160015 4.5599786937236777 2.7615878023207188 12.672131713479756 3.4209932386875153 3.4533946438168641 2.3236387625220223 2.3051087856292707 9.1955628134892304 3.4290572968311599 3.123096837894991 2.5857055566739291 45.631561965426954
leaf_count=1331 13 30 14 68 62 20 5 9 436 58 45 28 11 30 16 49 29 28 32 25 70 34 26 18 66 52 170 32 46 1181
internal_value=0.000159791 0.000231241 6.31317e-05 -0.000690316 0.000123702 0.000110704 0.000131894 4.67004e-05 -0.000431657 -0.000283804 0.000511642 0.000313876 -8.40301e-05 -0.00146363 0.000194513 0.000223377 0.000119308 0.000544484 0.000851128 0.000262091 0.000218165 0.00159127 -0.000486033 0.000149563 0.000120099 7.45329e-05 -0.000407024 7.09801e-06 -0.000681702 0.000175039
internal_weight=265.99 152.939 113.051 6.7141 3.80305 106.337 104.751 85.5569 15.1417 14.4653 19.1941 15.5582 10.7949 3.03571 148.771 142.718 107.785 34.9327 18.0092 10.0283 16.9234 7.98097 6.05319 70.4153 68.5937 66.2701 11.443 8.01391 4.89081 54.8271
internal_count=4034 1670 2364 143 75 2221 2207 2073 499 494 134 114 86 41 1640 1598 1360 238 140 74 98 66 42 1574 1565 1547 314 144 112 1233
is_linear=0
shrinkage=0.00196078


Tree=680
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 0 0 2 2 2 2 1 2 2 2 1 0 1 2 2 0 1 2 2 1 1 2 2 1 1
split_gain=0.690635 1.48288 1.74499 1.21564 1.08285 0.802717 0.865331 0.796132 1.13924 1.05485 0.697539 0.696742 0.662022 0.610198 1.48579 1.31908 1.4889 1.78791 1.93934 1.31408 0.828096 1.94617 0.944491 2.3307 0.606859 1.33527 1.1447 1.25164 0.961019 0.854161
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 0.47883296910000012 0.4784437592000001 41.872294782850005 41.741384785950011 44.262924377150007 41.571132012400007 0.39091643965000006 41.385032804600009 41.243661560350013 41.32819714970001 0.34554354660000003 0.48447651265000008 0.35862698720000002 39.792680591700012 40.137820134150012 0.5231430197000001 0.39019789825000006 39.749124837650008 37.784765830350004 0.34569324270000007 0.34545372890000009 42.824128352900011 41.919251152600005 0.34587287805000005 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=5 2 -2 4 -4 6 7 8 10 -9 12 -3 -1 15 -15 -7 -17 18 -18 20 21 22 23 -19 25 26 27 -16 -26 -30
right_child=1 11 3 -5 -6 13 -8 9 -10 -11 -12 -13 -14 14 24 16 17 19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.00013347876201865382 -0.0028883037258101169 0.0021039099827466585 0.001736780127831922 -0.0020518675816568171 -0.0020930456889893729 0.00089013534384991286 -0.00089850210891208803 -0.00073724773907140587 0.0016130569068788967 0.00016912254445153842 -0.0010483204731921573 5.6478011541202486e-05 0.0009874842812737704 -0.0010159149284787612 0.00045235076187669993 -0.00052995571056099039 -0.00026939568208036329 0.000543092076170372 0.0019167343209429753 -0.0008572474937204211 -0.00036900924676126773 0.0017695927603155876 0.0012049861809665841 -0.00076840206248172374 0.0010591991830047991 -0.0010748948980356177 0.00083783606745767617 -0.00090766370210574698 -0.000596852755928498 0.00038238633516182751
leaf_weight=23.717382494207424 1.431354314554482 0.64424934983253379 1.2239484222372996 0.85290017402439833 0.36953440317302 18.093521177768707 3.5983117357827714 8.4442353905033105 2.3179080521222195 11.885034655570051 1.6626016213558603 78.69157880849707 4.0919939514715216 3.8441917300224295 5.4614308774471336 7.5276557859033337 2.1975623704493037 17.763271920382984 5.3786139991134405 3.7672103010117999 5.2166878450661889 3.9142130911350241 3.8192918784916392 7.3717351071536532 6.8932173103094092 3.7734169652685514 6.8140624761581412 4.9685613643378019 4.0016902983188656 23.751554318121634
leaf_count=411 44 2 21 82 75 83 31 336 16 187 22 1894 20 27 27 36 24 91 43 28 28 13 25 62 72 33 34 35 19 213
internal_value=0.000164233 1.5236e-05 -0.00116871 -0.000162592 0.00084863 0.000229395 3.14797e-05 9.56857e-05 0.00028948 -0.000207359 0.000185383 7.31043e-05 0.000259141 0.000311347 0.000163062 0.000428924 0.00028241 0.000406128 0.00128262 0.000247464 0.000356737 0.000471923 0.000296496 0.00015845 0.000244483 -1.8378e-05 0.000212813 -0.000195523 0.000403941 0.000241192
internal_weight=273.489 83.2136 3.87774 2.44638 1.59348 190.275 55.7175 52.1192 31.7899 20.3293 29.472 79.3358 27.8094 134.558 59.5081 75.0498 56.9562 49.4286 7.57618 41.8524 38.0852 32.8685 28.9543 25.135 55.6639 21.0175 17.2441 10.43 34.6465 27.7532
internal_count=4034 2118 222 178 96 1916 1023 992 469 523 453 1896 431 893 460 433 350 314 67 247 219 191 178 153 433 129 96 62 304 232
is_linear=0
shrinkage=0.00196078


Tree=681
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 1 2 0 0 2 2 1 2 1 2 2 1 2 2 2 0 1 1 1 2 2 2 1 2
split_gain=0.640653 1.39891 1.78324 1.13839 1.25368 0.858808 1.00208 1.67986 1.0737 1.39428 0.88885 0.868809 1.28759 2.04614 0.855023 1.43241 1.59819 1.19758 1.72123 1.16378 3.31221 1.01847 1.26531 1.01127 2.51757 0.906059 0.887156 0.684359 0.945186 0.675256
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 40.563919884450009 0.37286308795000006 42.660927378600007 0.5017514446000001 0.5054040298000001 40.316494640950005 40.720231579350006 0.35275889945000011 43.426640904350009 0.34569324270000007 42.779078631750004 43.384297312450009 0.34551360740000009 42.47354681640001 41.872294782850005 42.094663496250007 0.47997065955000012 0.34398670700000006 0.34515433670000012 0.34503457980000002 41.319407281650008 42.779078631750004 42.686561923500008 0.3453339720000001 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 10 8 -8 11 -10 -1 -7 14 -14 17 25 -17 19 -19 23 -21 22 -22 24 29 -16 27 28 -24 -13
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 12 13 -15 15 16 -18 18 -20 20 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00031613595231896348 -0.0028029502849516983 8.4916087669931968e-05 0.001762099915132389 -0.0020019561375355399 -0.0020457184465590581 -0.0011480769313685897 -0.0017997024672624256 0.00020642039120464587 0.0020219119516017249 -6.1147463018192867e-05 0.00098587206367145553 0.00025519912211624605 -0.0023112577082919296 0.00047945154548275216 0.0015774929517242014 -0.0012017266934938242 0.00064143112540929561 -0.0015924031359247043 0.00030415227883129873 -0.0028963000341035473 0.00012768213267223762 0.00055106125490122896 -0.0023108194046541275 0.00085181869799343232 -0.0014813214922965619 0.00052499761190677452 -0.0022129026156240991 0.00043938418554072712 6.3515104327692567e-05 0.0013787137779278213
leaf_weight=70.450502990461246 1.4301960534066886 77.899291983772855 1.2514389846473934 0.79506386593857303 0.42906556394882489 1.9415705404244352 2.6166630242951205 3.7573411026969552 2.5669741071760646 2.2094813229050487 8.1723077055066806 8.2995226402999851 1.966896291036391 1.9172609398374332 3.5512308143079343 3.5910680233500889 3.3697585090994835 3.6672869520261875 3.4150924370624125 1.4896084424108291 12.034594379045307 9.6147863045334798 1.2675616424530738 12.452349578205029 2.9417239651083937 20.303516047075391 1.5493718739598987 1.6780937444418667 1.2119787689298389 2.5949034865479907
leaf_count=608 44 1896 21 82 75 72 27 61 28 19 52 67 52 76 20 33 32 32 35 38 227 49 27 59 17 161 74 10 15 25
internal_value=0.000170705 2.86274e-05 -0.00109403 -0.000106751 0.00078989 0.000232321 0.000122665 -0.000617135 0.000168166 0.00105834 0.00038575 0.000125156 0.000150664 -0.000933734 0.000195938 0.000457799 -0.000309448 6.62401e-05 -0.000677892 0.000161829 -0.000104792 4.72113e-05 -0.000225842 0.000454387 9.67047e-05 0.000681681 -0.000971334 -0.000508654 -0.00115026 0.000522805
internal_weight=270.437 81.8051 3.90576 2.47557 1.6805 188.631 110.009 6.374 103.635 4.77646 78.6228 98.8582 96.9166 3.88416 93.0324 30.8156 6.96083 62.2169 7.08238 55.1345 28.846 27.3564 17.7416 26.2885 13.8362 23.8547 5.70701 4.15763 2.47954 10.8944
internal_count=4034 2118 222 178 96 1916 1256 88 1168 47 660 1121 1049 128 921 246 65 675 67 608 440 402 353 168 109 181 126 52 42 92
is_linear=0
shrinkage=0.00192234


Tree=682
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 0 1 2 1 1 2 2 1 2 0 0 1 2 2 2 2 2 2 2 2 2 1 1 1
split_gain=0.642404 1.67423 0.809192 1.58122 1.53229 1.95645 0.745268 0.970085 0.858298 1.16515 2.13761 1.62827 1.19236 0.768352 0.924687 0.757994 0.691896 2.66428 1.67814 1.37869 0.993123 0.646287 0.581425 1.10943 0.974653 0.618405 0.658511 0.577708 0.591736 0.892913
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.3782970569500001 37.784765830350004 41.898943182100005 0.47883296910000012 0.36533337325000009 41.257403903850005 0.34569324270000007 0.34545372890000009 42.824128352900011 41.919251152600005 0.34587287805000005 43.157831852650006 0.4784437592000001 0.48447651265000008 0.34569324270000007 39.792680591700012 36.620308449100001 40.563919884450009 42.67709657435001 41.872294782850005 44.262924377150007 41.741384785950011 41.571132012400007 41.481306584950012 0.4662734648500001 0.37668033890000002 0.38370108680000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 15 8 16 10 11 12 -10 -11 21 22 17 20 19 -18 -8 -15 24 -24 25 26 -1 28 -4 -30
right_child=2 -3 27 -5 5 -7 7 -9 9 13 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00012934079507609844 0.0014431487349802321 0.0014418509564161699 -0.0010383754586297739 -0.0023818810438088075 -0.0025224605322530869 0.00030056771926028101 0.0010193220169504868 -0.00042732187337512996 0.00024476508961652159 0.00099005993218315809 -0.0012662702441589527 0.00087675845830250635 -0.00097196330675287208 0.00024936014808586324 0.0010253943167809771 -0.00081290669863867421 0.0010989887702808298 -0.00096083005868822591 0.0014643434850523012 -0.00035583388266339757 0.00011540562951662985 -0.00066943137522247327 -0.00070056037301567447 0.00019083977708314284 0.0014585329063995182 -0.00096942530451888515 0.0011560625174039979 -0.0011946655236137456 0.00081029012669488264 7.1698948504895384e-05
leaf_weight=25.449213141066149 1.5614667981863011 3.9414575695991507 1.6039494639262546 1.3905867116118313 1.4163686316460373 2.268563870806247 10.837097287178045 6.1522306334227315 6.7442229092121178 6.8898538723588016 4.6715294811874619 7.015802137553691 4.9680698998272419 13.52721824869514 4.5052457340061656 3.5928213740698984 4.1715298220515269 4.507969729602336 8.0785302929580194 5.1951190829277039 7.1759594939649096 3.4034151881933203 8.234815238160083 12.46743675903417 2.1795460283756247 1.6475084733683605 2.4307132266694671 1.2428085112587712 6.1761267916299394 99.09940885942342
leaf_count=418 8 30 14 75 33 27 45 39 34 72 45 34 35 77 28 31 27 25 66 40 30 23 334 187 16 22 12 757 41 1409
internal_value=0.000150945 0.000228976 4.36555e-05 -0.000595098 -0.000121502 -0.000784513 0.000197903 0.000297141 0.00034575 0.000185471 -0.000125741 0.000158753 -0.000271342 0.000442559 0.000266583 2.45196e-05 0.000553189 0.000334942 0.000834936 0.000292086 0.000659224 6.46636e-05 8.19279e-05 -0.000163736 0.000242328 0.000152554 0.000218856 8.28648e-05 9.77201e-05 0.000115029
internal_weight=272.547 157.787 114.759 6.63699 5.2464 3.68493 153.846 97.8438 91.6916 51.7254 23.3996 18.7281 11.7123 28.3257 21.4359 56.0021 39.9662 22.521 17.4452 9.36665 18.0131 16.9306 52.4092 20.7023 31.707 29.5274 27.8799 108.122 106.879 105.276
internal_count=4034 1670 2364 143 68 60 1640 620 581 348 148 103 69 200 128 1020 233 100 133 67 75 100 989 521 468 452 430 2221 1464 1450
is_linear=0
shrinkage=0.00188464


Tree=683
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 1 1 0 1 1 2 2 2 2 0 2 0 0 1 0 2 2 0 1 1 2 2 2 2
split_gain=0.109259 0.294607 0.528612 0.322965 0.166842 0.140925 1.00552 0.140099 0.349178 0.122959 1.77747 0.512568 0.428128 1.11115 0.868354 0.62201 0.772667 0.665785 1.42909 0.614798 0.859889 1.8297 1.01022 0.787755 0.363805 0.926681 0.650319 0.347193 1.29111 0.754323
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.59897907245000015 0.57152480465000022 0.43929822460000006 0.46112391845000006 0.59734738480000016 0.40509266190000009 0.41615520495000008 36.257608591500009 41.827117825850003 42.233786329550007 41.178189531300006 0.54136103710000005 41.035283712600005 0.55677973715000018 0.54646567465000018 0.42114008565000011 0.5654770815500002 43.077238082650005 42.558389508100007 0.54300769440000007 0.39971857130000005 0.3975479776000001 43.631818398850008 40.563919884450009 40.316494640950005 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 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 7 9 -7 -5 -9 24 11 -11 14 -14 15 -12 17 18 -17 -15 21 -21 -22 -23 25 27 -27 28 -1 -29
right_child=1 2 3 4 -6 6 -8 8 -10 10 12 -13 13 19 -16 16 -18 -19 -20 20 22 23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0020791555362985195 -0.068037424180042799 0.061487856698388119 -0.073776999698797363 0.068061769330136593 -0.067899926007793543 0.067636645815411692 -0.01776763091697299 -0.069263276640561283 0.065850162929846467 -0.0020174844313364422 0.019059033582443458 -0.080104548972824291 0.056878849229993908 0.056723898699797527 -0.043910621853938528 -0.010546763285702018 0.030320828355251964 0.0026712139467569276 -0.080746837210430925 -0.084592136013028785 0.073999939657182809 -0.071633571174084851 -0.0092013297657746185 0.05756203479294527 0.01464216817458937 -0.072312536631175012 0.0095738405554626586 -0.02250694956238319 0.03123592149647042 0.00058199817244806572
leaf_weight=67.69089886635993 0.37975576101371089 0.4279956156387924 0.41124543811383751 0.17575503882835619 0.12338174680917291 1.0492773087462404 1.5416779201332245 0.1840207222267054 0.16366979875601828 0.49541151430457775 6.2478651572892039 1.644214977543015 2.0929860696196538 0.77559518173802633 2.1604160355636841 7.5385319134220534 2.4614365100860587 9.5028131352155452 1.5904192965244872 1.490601256475202 0.97118669748306308 0.27917083415377397 2.0687680801784154 0.91198092047125101 9.4300554170040396 1.3085233806705208 0.66117061884142447 6.8824265542207277 7.6561821219511321 93.020329780723841
leaf_count=683 433 11 58 3 329 18 42 94 5 10 37 88 12 15 34 46 10 136 70 34 5 84 73 23 70 66 27 107 57 1354
internal_value=0.00108115 -0.0151382 -0.00162007 -0.0271475 0.00249895 0.00121303 0.0168191 0.0190927 -0.00566077 0.00103481 -0.00233969 -0.0620242 0.00101281 0.0142345 -0.0028371 0.000408421 -0.00511594 -0.00979748 -0.0227768 0.000497353 -0.00712433 -0.0349009 0.0173793 0.0272824 0.00176216 0.0010768 -0.0448256 0.00159272 0.00504184 -0.00100863
internal_weight=231.338 1.86582 1.48607 1.05807 0.646827 229.472 2.59096 0.523446 0.347691 226.881 40.2314 2.13963 38.0918 8.59029 29.5015 27.3411 21.0932 18.6318 9.12895 6.4973 5.72171 2.68175 3.03995 1.19115 186.65 177.22 1.96969 175.25 75.3471 99.9028
internal_count=4034 933 500 489 431 3101 60 102 99 3041 677 98 579 246 333 299 262 252 116 234 219 141 78 107 2364 2294 93 2201 740 1461
is_linear=0
shrinkage=0.0672971


Tree=684
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 0 0 2 0 1 2 2 0 0 0 2 0 2 1 1 1 1 1 0 0 0 2 2 1
split_gain=0.116931 0.682087 0.60206 0.538379 1.11062 0.865428 1.36224 0.711127 1.00504 0.745662 0.707094 1.01777 0.854226 0.446021 0.4359 0.938362 1.03045 0.680105 0.776909 0.536102 1.03452 0.653295 0.765847 0.64857 1.17389 0.735011 0.815114 0.603378 0.381047 0.338868
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.34536391125000004 0.34524415440000006 41.50623664750001 0.4815274992000001 0.48244064550000004 40.80591513400001 0.48271009850000007 0.34569324270000007 42.622319549950006 41.965809985500009 0.48200652675000005 0.48537468940000006 0.48797940185000005 41.685324604100011 0.48351845755000006 40.80591513400001 0.34587287805000005 0.34641178410000012 0.34674111555000003 0.34739977845000009 0.35862698720000002 0.49649711085000009 0.49787431515000008 0.49830843385000007 42.047301293400004 42.824128352900011 0.35275889945000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -2 4 5 6 -4 8 -5 -9 11 -10 -12 -7 17 16 -16 -11 -19 -17 -21 -22 -23 24 27 -25 -27 -24 -26 -1
right_child=2 -3 3 7 -6 13 -8 9 10 14 12 -13 -14 -15 15 19 -18 18 -20 20 21 22 23 25 28 26 -28 -29 -30 -31
leaf_value=-0.00097474096471711672 0.03110420347730573 -0.032657754740782259 -0.0085674882133211366 -0.048520944162293668 0.036044124853300934 0.0037969723383600939 0.039470856205637068 0.049660164086047703 -0.04939932579397753 0.004118030128233959 0.027769036038267459 0.0082198830460023936 -0.019022370837523617 -0.030547323504948022 0.061869614037047618 0.046493794521790525 0.0011854166572000261 -0.0031799368934140606 -0.061983938531063688 -0.066186122947006723 0.049563055874030655 -0.048615758907958453 0.022465674850702753 -0.047370619776624365 0.071568613312398513 0.067542563515374784 -0.00032807969748749495 -0.027165079709103073 0.024158778705000571 0.031549951363780887
leaf_weight=42.767236639610928 3.2420661700889459 3.1967375411186358 5.8365068063139969 3.1579252088995444 6.1164970844984046 3.0803199969232073 5.3138088025152683 1.4903848282992829 3.2056245421990734 4.7280954346060735 4.4318423122167587 2.6292131543159485 3.141503594815731 4.2262874208390713 2.5257871001958838 1.1900439634919155 2.7583172938902862 2.0369442570954561 2.2042313367128372 1.0961823686957348 1.2808594033122052 1.4906353428959835 2.3063662573695174 1.5523714296577953 1.8771720426157119 0.84033390483818848 106.79203116072813 2.3104359358549118 1.3904909640550611 1.5645952818849753
leaf_count=858 15 31 32 21 32 16 25 52 24 22 31 21 20 32 18 11 25 9 32 7 6 9 27 29 30 8 2419 13 18 141
internal_value=0.000997209 -0.00203504 0.00178797 0.00125702 0.0106942 0.00229348 0.0143257 -0.000244594 -0.0136822 0.00137002 -0.00547686 -0.0234358 0.00835947 -0.0160685 0.0008423 0.00187195 0.0301923 -0.0137842 -0.0337417 0.000646604 0.000195459 0.000802651 0.000275868 0.000898403 0.0199113 -0.000474561 0.000201817 -0.00237158 0.0513943 0.000173147
internal_weight=229.781 47.5286 182.252 179.01 24.5734 18.4569 11.1503 154.437 16.5661 137.871 13.4082 5.83484 7.57335 7.30661 136.38 127.411 5.2841 8.96927 4.24118 122.127 120.937 119.841 118.56 117.069 7.88447 109.185 107.632 4.6168 3.26766 44.3318
internal_count=4034 1030 3004 2989 137 105 57 2852 117 2735 96 45 51 48 2683 2620 43 63 41 2577 2566 2559 2553 2544 88 2456 2427 40 48 999
is_linear=0
shrinkage=0.0686431


Tree=685
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 1 2 2 2 2 2 2 0 1 0 2 1 1 0 1 2 1 2 0 0 2 0 2
split_gain=0.591268 1.46627 1.96941 1.45216 0.850247 1.67018 0.676375 4.33971 1.07788 0.965401 1.72877 0.735222 1.01968 0.879505 0.734301 1.88252 0.71131 0.707538 0.757422 3.23808 1.96034 2.91289 2.03453 1.51539 2.2939 1.3227 1.43447 1.1342 0.918592 0.923853
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39019789825000006 0.38976377950000002 0.52005927965000021 0.38552737940000009 39.525197829750006 38.625745710700009 38.903925214650009 37.198331469900005 36.491284729650012 36.364346611650006 0.49830843385000007 0.34398670700000006 0.5216909673500002 39.011793722550003 0.37286308795000006 0.37668033890000002 0.50339810185000011 0.35651627195000007 47.290725783500008 0.34608245260000009 41.806790701050012 0.48637765340000011 0.48386275860000011 39.952536079750011 0.48068920095000006 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 9 -8 11 -11 12 13 14 15 -1 -10 -12 20 -20 21 23 27 25 -25 26 28 -23 29 -19
right_child=1 -3 3 -5 -6 -7 8 -9 16 10 17 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00081362330992308153 -0.0028169982463479158 7.210765294415803e-05 0.0010036205987018348 -0.002013092053326723 0.00086940491179366146 -0.0014826308870448703 0.0012198679312307203 -0.0026432924570843905 -0.00079697694600578577 -0.0015744455411116764 0.0011957700473676099 0.00096585762877122506 -0.00043442877756593611 0.0021530426744166688 0.00083125734598249847 -0.0016649539013766541 0.00071098047673057738 0.0001509243501156906 -0.0020568625279099775 0.00054551431715174864 0.0011916047894692387 -0.0035487324565136175 0.0016636521466822341 0.0015107961042418706 0.0001961708059378037 0.00091773794139384944 -0.00091616562099210109 -0.0012175916421951268 0.00037961310805749291 -0.00034021175092765013
leaf_weight=2.9121019525628107 1.5488675176893583 78.017705220274365 1.652699158235919 0.91674936687923025 6.9171073101460925 2.1982462331652632 5.910702168941496 1.9968588268384326 2.2401933581568301 2.1298427488654843 2.4437520094215861 9.6239146832376701 4.9554048106074324 1.2082773149013526 6.8913143649697304 1.8528967049642231 2.3883607909083366 36.382468431489542 2.8470406723208717 4.6570311104878783 6.7974927173927417 0.95963823422789474 0.78236327879130829 7.556606448255482 13.977562929620033 6.7427079305052748 5.5011489242315283 3.9294411793816835 28.481945641338825 23.164776077290298
leaf_count=101 44 1896 96 82 29 14 25 17 16 17 11 79 43 5 34 75 27 279 46 38 54 12 5 71 84 37 42 127 176 452
internal_value=0.000149956 1.30966e-05 -0.00110481 -7.27074e-05 0.00020747 0.000183184 0.000202836 0.000174478 0.000675851 0.000206853 0.000144811 0.00053771 0.000306483 0.00059188 0.000430052 -0.000150185 -1.88622e-05 0.0001702 0.000152523 -0.000441826 0.000185739 0.000132103 -0.00121457 0.000194806 0.000657489 9.54421e-05 3.61618e-05 -0.00167515 9.5675e-05 -4.0135e-05
internal_weight=277.585 82.136 4.11832 2.56945 195.449 188.532 186.334 175.795 10.5393 173.798 146.354 27.4439 17.82 12.8646 11.6563 4.765 4.62855 144.224 141.78 7.50407 134.276 127.479 5.67144 121.807 21.5342 100.273 93.5303 4.88908 88.0292 59.5472
internal_count=4034 2118 222 178 1916 1887 1873 1805 68 1788 1451 337 258 215 210 176 43 1434 1423 84 1339 1285 144 1141 155 986 949 139 907 731
is_linear=0
shrinkage=0.00192234


Tree=686
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 0 1 1 2 0 2 1 2 0 1 1 0 2 2 2 1 1 0 2 2 1 0 1 1 0
split_gain=0.0984718 0.270993 0.465955 0.292774 0.15302 0.127669 0.434023 0.625228 0.969022 0.399044 0.975153 0.243033 0.280622 0.181825 0.513345 0.490762 0.433407 0.879009 0.628721 0.649972 0.525995 0.374107 1.19948 0.424192 0.334684 0.327559 0.384533 0.840654 0.536535 0.36427
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.59897907245000015 0.56719858685000013 0.43837010870000009 0.44922307715000004 43.120094701700005 0.56395018115000017 42.283941020600004 0.45368402140000008 39.184300550350009 0.56294721715000018 0.45036076765000005 0.44805544745000009 0.55074698365000019 40.844669808050007 42.141702038450013 43.487767439550005 0.43401395170000007 0.42114008565000011 0.54228915300000013 40.583589072600013 36.010074051050005 0.41988263825000011 0.5398790455000001 0.39670967935000007 0.41615520495000008 0.54429508100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 9 -7 8 -8 13 -11 -9 -13 14 15 16 20 24 -19 -20 21 25 23 -23 -18 26 28 -28 -1 -29
right_child=1 2 3 4 -6 6 7 11 -10 10 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0013936033072787699 -0.073578177346809145 0.064033927630391466 -0.079181546827330931 0.020516768718720525 -0.073435592707046471 0.036910572629848801 -0.1001942962513211 0.022441236313715147 0.018424808893771721 -0.085710940793781776 0.020990151919049845 0.01115590508229332 -0.075602971174569128 0.016986397123778793 -0.036798753223225254 0.042773551615627049 -0.012032720821024424 0.029377453911625311 -0.083993537485291314 0.022756277576150341 0.04376449598361886 0.046192901370051172 -0.047293307492402896 -0.012776459721827805 -0.079871088408300012 0.022675254274862004 0.030373772156713892 -0.034843678550151781 0.029983391551871841 0.0013377275815024672
leaf_weight=181.91237701922364 0.34921918775080385 0.40411455894354709 0.37783191698690644 0.48532586172950687 0.11349963072279934 2.3039219719939856 0.74009430443402358 3.365150086581707 0.72190135405980982 0.92206627875566372 0.89628138503758237 0.52970012114383269 0.31575285049621016 3.7803186029195777 1.902648313785902 1.4966648737899948 0.54631266475189377 1.9109427239745858 0.69320344505831577 0.53721238717844244 1.5454987218836311 1.4243134502321475 3.1677166651934385 1.186533044601674 1.3142884472617877 3.8517209738492957 1.8555621914565543 5.1981231048703194 3.5511348105501375 2.0623664716258645
leaf_count=2352 433 11 58 102 329 39 20 17 20 46 15 11 68 29 35 10 11 14 20 40 53 10 35 49 70 20 19 37 22 39
internal_value=0.00106338 -0.0162502 -0.0017511 -0.0289712 0.00270931 0.0011949 0.0102479 -0.000581175 -0.0416228 0.000866304 -0.0331169 0.0136692 -0.0212461 0.00114984 0.000870293 0.00120796 0.000912787 -0.0202737 0.00322758 -0.0373855 0.00142784 0.00110742 -0.0171631 0.0193935 -0.0599523 0.00163948 0.00122308 -0.0133833 0.00194102 -0.0245662
internal_weight=229.462 1.72999 1.38077 0.976657 0.598825 227.732 7.97652 5.6726 1.462 219.755 1.81835 4.2106 0.845453 217.937 214.157 212.254 210.757 5.00196 3.14136 1.23042 205.755 204.21 5.77856 2.61085 1.8606 198.431 194.58 9.11605 185.464 7.26049
internal_count=4034 933 500 489 431 3101 175 136 40 2926 61 96 79 2865 2836 2801 2791 155 74 60 2636 2583 94 59 81 2489 2469 95 2374 76
is_linear=0
shrinkage=0.0728446


Tree=687
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 0 2 2 0 2 1 2 0 2 1 1 2 2 1 1 1 1 1 2 2 0 2 0 0 2
split_gain=0.568841 0.840422 1.72615 0.942701 1.26913 0.779481 0.801948 0.820532 0.715586 0.702715 0.632904 1.45939 1.37232 1.06028 1.01228 0.945377 0.700072 1.23563 1.22453 1.95527 0.908641 0.592732 0.563043 0.552725 0.712865 1.51473 1.79451 0.796391 1.07762 0.576595
threshold=42.094663496250007 0.47997065955000012 47.927946529500012 0.48386275860000011 0.48244064550000004 0.47961138885000004 42.434124620650003 45.048573272350005 0.42314601355000009 42.233786329550007 0.35862698720000002 41.975471476700008 0.49336846205000007 41.218101594450012 0.36359689830000008 0.37003383130000006 41.827117825850003 41.605323437500005 0.4019490434500001 0.43401395170000007 0.42039160505000012 0.36533337325000009 0.34584293880000011 42.456897412850005 43.426640904350009 0.47709649410000005 42.719328117250008 0.47769527860000011 0.46989611090000011 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 -3 6 -2 23 -1 -5 12 13 -10 14 -12 -15 17 18 -17 -20 -18 -16 -6 -8 25 26 -25 28 29 -26
right_child=1 3 -4 9 22 -7 7 -9 10 -11 11 -13 -14 15 21 16 20 -19 19 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0013559362374397082 -0.0023255108737048847 0.00015121168860742585 0.0003669100954723282 -0.0016755925871876699 0.00048588951020068122 -0.0024079739023074136 0.0011496692968772434 -0.0020410245400612225 0.00028844350261198127 4.1207489813214348e-05 -0.0011200930214348866 0.0014276434709732731 0.0014710811480181422 -0.0025154004923188858 0.00083114709183508897 0.00087648151866581009 -0.00065387279261988759 -0.0023188778666954979 -0.0027766981249151175 0.00089590896237484621 0.001798612374780875 0.00013278988387496033 0.0018614691736442387 0.0012365492267120155 -0.00073691733399279774 -0.0017355931399044532 -0.0020389465839670573 0.00090102236572865376 -0.0021889967702265201 0.0013773742945210673
leaf_weight=1.112980873993364 0.93352340278215784 8.9924639761447889 9.9453716799616796 0.93917241765302506 1.7582893520593632 0.93786741606891233 0.92796342074870963 1.1436386108398426 88.644528086791979 38.209027721051825 2.3963049761805442 3.1632153242826453 3.9400201234966508 0.86636005656327952 4.944433130323886 2.0837818812578899 1.184876397252083 1.4140466537792233 1.3013559146784248 0.97483343293424685 1.1392842511995693 85.005572755579124 3.2745682597160339 1.9821581474971011 1.0478330784244465 3.5054877512156963 0.95186876889783878 2.5447711385786533 1.0533831128850577 0.94148347689770151
leaf_count=238 39 45 54 25 7 15 6 96 537 1051 35 28 47 16 25 30 20 61 16 36 31 1208 55 26 69 53 107 14 35 9
internal_value=0.000155768 1.5181e-05 -0.000274347 0.000156289 0.000592472 -0.000673692 -0.000565488 -0.00044895 0.000211875 2.11448e-08 0.00022073 0.000116122 0.000338772 7.51722e-05 0.00013767 -0.000568639 -0.00036037 -0.000726135 -0.000209569 -0.00120381 0.000548315 0.000171178 0.00138089 -0.000308405 -0.000420905 -0.000865574 0.0001739 9.15714e-05 -0.000585415 0.000263713
internal_weight=277.26 79.0889 25.9154 53.1735 14.0253 15.97 15.0321 14.0986 198.172 39.1482 197.059 104.474 92.5845 101.311 92.3463 8.96454 8.09818 5.77402 4.35997 2.27619 2.32416 89.95 5.03286 12.9549 12.027 6.43951 2.93403 5.58747 3.0427 1.98932
internal_count=4034 1706 523 1183 107 469 454 415 2328 1076 2090 1506 584 1478 1268 210 194 143 82 52 51 1233 62 319 313 186 133 127 113 78
is_linear=0
shrinkage=0.00196078


Tree=688
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 2 0 0 1 1 2 0 0 1 2 1 1 1 2 0 2 2 0 0 0 1 2 1
split_gain=0.100698 0.567474 0.867918 0.61431 0.496249 0.450573 0.949288 0.738474 1.17694 0.591505 0.594499 1.24429 0.459669 0.381845 0.656473 0.341702 0.690223 0.568651 0.529891 0.609818 0.374953 1.79991 0.8728 0.969225 0.579806 2.60292 0.885918 0.325816 0.30184 0.293701
threshold=0.47883296910000012 0.35275889945000011 0.4784437592000001 0.47721625100000004 0.47916230050000003 0.34536391125000004 0.34524415440000006 41.50623664750001 0.4815274992000001 0.48068920095000006 0.34542378970000004 0.34545372890000009 42.233786329550007 0.48244064550000004 0.48271009850000007 0.34569324270000007 42.865207177650007 0.34542378970000004 0.34524415440000006 0.3453339720000001 41.872294782850005 0.47676716265000008 41.385032804600009 40.80591513400001 0.47736594710000008 0.47700667645000011 0.47396784530000008 0.34569324270000007 44.756878345700009 0.34311846950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 28 -2 6 7 8 -6 27 -11 -12 -9 -13 -15 17 -17 18 20 -20 22 -22 23 24 25 26 29 -7 -3 -1
right_child=4 3 -4 -5 5 9 -8 12 -10 10 11 13 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020270325804428719 0.027466778925907546 -0.067382108686691922 -0.037908429239782798 0.064926884908607069 -0.007163827240559314 -0.039857454368385128 0.032439211824077094 -0.032767615704993903 0.036074652600652277 -0.04418087275066751 0.067959057895428124 -0.012883555293931762 0.00050612393121820154 0.045958844287335779 0.00093130395425069493 0.0062413977249013673 -0.072809837329767091 0.02610149930660741 -0.053405302979055005 -0.0027237427015874725 0.00012462988944401631 -0.083822947087444588 0.029266690313359094 -0.043260078764149099 0.027096942137456316 -0.11812233942302389 0.046085500009043233 -0.0084018499490221346 0.01961291909790543 -0.033295210340229302
leaf_weight=5.6107334239204647 3.1867616837844244 0.27456885953506471 2.9339202041737726 1.1168145034462211 5.8990030847489887 2.2986457385122767 5.9536252170801154 3.2200680989772072 5.1177649386227131 1.2730138450860966 1.2018329203128804 8.6628872191649844 4.1194147150963545 1.424313936382531 135.16810433627415 1.1191041939891864 0.8429614440537988 3.4494768554577595 1.7704089565086167 2.4827266814681934 11.414397640000969 1.2317794882692386 5.3684405647800295 2.1018624514108515 3.711164027452468 0.79272989928722459 1.9384822510182855 3.8080664277076721 0.47217109380289912 1.253677626045828
leaf_count=183 15 78 29 10 32 20 32 23 25 8 19 42 25 52 2672 27 34 38 31 25 286 31 43 33 14 6 17 39 55 90
internal_value=0.000950107 -0.00174092 -0.00318622 0.0339517 0.00166074 0.00119911 0.00954608 0.00212097 0.0129223 -0.000119911 0.00071188 0.00110209 -0.0140921 0.000548921 0.00140083 -0.000821935 -0.0277214 0.000461403 -0.00188609 -0.0238204 0.000905077 -0.00805214 0.00635697 -0.00162487 0.00495159 -0.00361326 0.00669866 -0.0202421 -0.0123743 -0.00442402
internal_weight=229.219 47.8854 46.0219 1.86355 181.334 178.147 24.3099 18.3563 11.0168 153.837 147.73 146.457 7.33948 145.255 136.592 43.0879 1.96207 41.1259 37.6764 4.25314 33.4233 12.6462 20.7771 15.4086 13.3068 9.59562 8.80289 6.10671 0.74674 6.86441
internal_count=4034 1030 887 143 3004 2989 137 105 57 2852 2793 2785 48 2766 2724 858 61 797 759 56 703 317 386 343 310 296 290 59 133 273
is_linear=0
shrinkage=0.0659776


Tree=689
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 2 0 2 0 0 0 1 1 1 0 1 1 2 0 0 0 0 2 0 1 0 2 2 2 2
split_gain=0.100627 0.185155 0.419418 0.209989 0.14823 0.618668 0.708602 0.42749 0.544629 0.375993 0.296807 0.155474 0.817304 0.11482 1.68231 1.15818 0.536278 0.732312 0.599374 0.535669 0.826093 0.534114 0.514949 0.66689 0.486695 0.978315 0.715618 0.442079 0.850491 0.577322
threshold=49.283271594150008 0.55677973715000018 0.48119816770000007 0.55832160710000012 47.709122305950011 44.421469061800003 0.37331217625000007 48.457543166250012 0.39672464895000009 0.42314601355000009 0.42018203045000008 0.35471991855000007 0.35862698720000002 0.35651627195000007 0.48597347385000006 0.35862698720000002 0.34739977845000009 42.558389508100007 0.49336846205000007 0.49053920540000012 0.48637765340000011 0.48028502140000007 39.051326806600009 0.46898296455000005 0.34608245260000009 0.48386275860000011 42.141702038450013 43.272784938550004 43.89540535710001 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 9 -7 -6 -9 10 -1 -8 -13 16 21 -16 19 18 -18 20 22 -15 23 -11 25 27 -26 29 -29 -24
right_child=1 3 -4 -5 7 6 11 8 -10 13 -12 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.075041763325503288 -0.0015053026459194462 0.078491341285030519 -0.078592700320898531 -0.073386147314011857 0.040963552426542975 0.05199122526823316 -0.077052350172359313 -0.01691193002335694 0.021600943586652429 -0.006247752492340706 0.03716940492632808 0.076198123304517751 -0.075316183880633242 -0.0013237623649093339 0.071637668812816566 -0.00014057285027782167 0.01524877338534302 -0.013782097513732446 0.059812413575276731 -0.031499814487265625 0.026832154785403597 -0.10514301543978315 -0.0015598977750228308 0.036963275983119478 0.033633740638495231 -0.035485567821001339 -0.016302922463335232 -0.067778155266810872 0.0085264850516971868 0.025158134586120866
leaf_weight=0.57863119511966843 1.3515858948230737 0.20189848542213429 0.51807672131326388 0.06349936547667312 1.8937575247109615 0.39278910774737541 0.91719980444759108 3.8901928253471851 3.9035241687379312 3.3343562171794465 0.15957847601384856 0.25688180327415466 0.71403625400489545 0.34960741400936868 1.2064799107611168 105.55272410457792 4.2348118155496177 2.5319480262696743 2.5755239874124527 2.5587429404258719 6.7475039772689334 1.060830668575363 59.377790568280034 4.3910674285143614 4.6030196100473395 4.6490986794233313 2.2755940319038928 1.4780011887196445 1.6298502534627912 4.625767314224503
leaf_count=331 11 1 83 160 39 3 71 28 44 44 7 3 265 69 19 1951 40 22 35 18 43 15 462 30 44 42 28 25 17 84
internal_value=0.000956275 -0.0147838 -0.0228659 0.042153 0.00110505 0.00071005 -0.0370271 0.00992046 0.00237745 0.00111242 -0.0507851 -0.0555458 -0.0352291 0.00129213 -0.000373581 0.000670589 0.00300791 0.0196663 0.0321018 0.00138121 0.00228479 -0.0794092 0.000366946 0.018313 -0.00139606 -0.00317031 0.0171136 -0.000931688 -0.0277617 0.000371111
internal_weight=228.024 2.13506 1.86966 0.265398 225.889 216.202 2.28091 9.68747 7.79372 213.921 0.73821 1.88812 0.970918 213.183 108.17 106.759 105.013 9.34228 6.81034 95.6708 93.112 1.41044 86.3645 7.72542 78.6391 71.7605 6.87861 67.1114 3.10785 64.0036
internal_count=4034 255 94 161 3779 3668 342 111 72 3326 338 339 268 2988 2054 1970 934 97 75 837 819 84 776 74 702 630 72 588 42 546
is_linear=0
shrinkage=0.0728446


Tree=690
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 1 0 0 0 1 2 2 1 1 2 1 2 2 1 1 2 1 0 0 1 1 1 1 2
split_gain=0.0966344 0.223596 0.322577 0.303065 0.495558 0.122161 0.564271 0.855299 1.40494 1.21903 0.920077 0.589173 0.237064 0.722041 0.210526 0.170757 0.395219 0.154375 0.355218 1.18307 0.417833 0.224007 0.11008 0.709038 1.36541 0.760828 0.782655 0.902737 0.69631 0.720573
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.51675099550000014 0.53043322055000008 36.010074051050005 0.39670967935000007 0.51191581090000016 0.50086823750000009 0.49880243110000005 0.34398670700000006 34.466665687600006 36.364346611650006 0.39019789825000006 0.36491422415000008 34.19870408380001 0.4349121284000001 36.620308449100001 37.038444968100009 0.36575252235000005 0.38733870245000007 37.137227079750012 0.35651627195000007 0.48597347385000006 0.47817430615000006 0.35862698720000002 0.36945001650000003 0.37078231190000005 0.34739977845000009 42.558389508100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 9 10 -2 15 13 -7 -12 16 -8 -14 19 -19 -21 -20 28 24 -24 -25 -27 -28 -23 -30
right_child=5 2 3 4 -6 12 11 -9 -10 -11 14 -13 17 -15 -16 -17 -18 18 21 20 -22 22 23 25 -26 26 27 -29 29 -31
leaf_value=0.066033466192874021 0.027332522105741726 -0.071789544587434986 -0.088402728822339446 0.066168258227446028 -0.070118607093067289 0.0089634819272312299 -0.075918672594039366 0.033438073156608024 -0.055532631448790344 0.051696497528873481 -0.020495691393130615 -0.075905513335065788 0.017216051939017585 -0.07323974212151893 -0.063444704456750198 0.038485758274855127 0.026517608305314352 -0.047785946093986474 0.02786207383798895 0.041524929515657519 -0.0098028086268930996 0.00062675305379419584 0.017975349170026914 0.060201496173356163 -0.087413119612639839 -0.027306498305122658 0.037553075173705965 -0.00046015241636740466 0.031301088718635031 -0.0084225096271185775
leaf_weight=0.11513219028711219 1.4374716710299238 0.39755432624951914 0.12146300822496414 0.34129557013511658 0.15649199200333896 1.1305755124194536 0.26402018358930834 4.4594652359373868 1.5420452952384947 2.0408297628164291 0.99407899731886551 0.63424251751530392 2.2467578407231477 0.69317241799581086 0.85266298800706863 0.34565848412239575 0.35530986788216978 2.4412622447125605 1.2330120962142235 1.1841918826103213 1.3823432321951257 103.01569276604278 0.92494020072626781 0.83484457805752654 1.0620808009989557 4.2093036249279967 2.5927154123783103 81.07536588806397 6.0784654181916249 2.6314318246440962
leaf_count=1 36 83 1 4 109 31 12 24 12 10 34 66 31 42 8 15 33 22 15 4 49 1150 110 11 17 43 27 1948 61 25
internal_value=0.000756055 -0.0177266 -0.0272107 0.00140859 0.0233231 0.000848765 0.0068346 0.0118133 -0.00222971 0.0132059 -0.0107123 -0.0284272 0.000485067 -0.0222804 -0.0403258 0.0027781 -0.0171509 0.000681919 0.000503892 -0.0161818 0.0138797 0.000914182 0.000750036 -0.000891283 -0.0383557 -5.21353e-05 -0.000624551 0.000717806 0.00208247 0.0192998
internal_weight=226.794 1.13194 1.0168 0.619251 0.497788 225.662 12.9258 11.3266 6.86709 5.32504 3.28421 1.59923 212.736 1.82375 1.84674 0.964989 0.61933 210.912 208.666 5.0078 2.56654 203.658 202.425 90.6993 1.98702 88.7122 87.8774 83.6681 111.726 8.7099
internal_count=4034 198 197 114 113 3836 250 124 100 88 78 126 3586 73 42 60 45 3513 3482 75 53 3407 3392 2156 127 2029 2018 1975 1236 86
is_linear=0
shrinkage=0.0634156


Tree=691
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 2 1 1 1 0 1 0 0 0 0 0 0 2 2 2 2 2 2 2 0 0 0 1 2 2
split_gain=0.0948454 0.521701 0.710014 1.59282 0.749269 0.413627 0.406375 0.405122 0.373287 0.364349 0.324486 0.256046 0.123738 0.47675 0.317681 0.316718 0.832025 0.264566 0.449741 0.394363 0.253325 0.638052 0.483339 0.35778 0.271362 0.5467 0.522146 0.609639 0.218965 0.71337
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.52453519355000011 34.466665687600006 0.36575252235000005 0.4349121284000001 0.43563066975000003 0.49830843385000007 0.33992994225000006 0.42314601355000009 0.47721625100000004 0.47754558250000007 0.47769527860000011 0.4778150355000001 0.47808448850000007 37.198331469900005 35.782584506850007 37.52517992975001 37.903039192800001 37.999598532650005 38.969453495950006 39.011793722550003 0.47709649410000005 0.47700667645000011 0.47515044460000005 0.34509445825000007 41.218101594450012 41.147265497500008
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 -9 10 11 -1 17 -14 -15 -16 -17 18 -7 -19 -21 -22 -23 -24 25 26 -25 -28 29 -18
right_child=5 2 3 4 7 12 -8 8 -10 -11 -12 -13 13 14 15 16 28 19 -20 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.063101419343095863 0.029419318169418174 0.062675689818895139 -0.13623317651018138 0.068603315688446409 -0.069119604032780002 -0.0023899737396028344 -0.083098844112648854 0.065293606887538214 -0.062551713949043589 0.061644224348879839 -0.074648275130908368 0.047102967926668869 0.021270350380312771 -0.025799551179196894 0.018071132140623829 -0.046453576609942371 0.0019191358501830392 0.052877788977970221 -0.080254640303239283 -0.044908539797567967 0.071447085043700162 -0.032056015436486063 0.039067516819966182 0.00065134987722537585 -0.024058891882703253 0.028969378744776442 -0.07220884750561879 -0.0094593525381051809 -0.0015349783631748823 0.035653288365682954
leaf_weight=0.11631477378978095 1.7890819765943877 0.62489527091383967 0.30100467056035984 0.55690984427928902 0.35517195786815137 0.70813536614878347 0.47295549232512712 0.23464182019233704 0.12500859745750859 0.17937338352203369 0.34541701304260641 0.21342944586649537 4.0946832848712793 1.6065684799104918 3.7535091862082473 1.3358305050060142 103.18538777993672 0.45943165523931639 0.42320401861798018 0.50449914776254701 0.41379922628402965 1.932844589791787 0.77188810706138866 15.025569730016295 1.8754507414996613 2.0463149715214959 0.78738652856554781 1.8565511094639076 77.351635013450505 2.2881892312143455
leaf_count=56 49 6 3 2 23 17 8 1 122 2 31 5 30 16 17 18 1217 11 57 15 1 30 3 507 17 21 30 68 1624 27
internal_value=0.000647671 -0.00907754 0.00878971 -0.0126208 0.0166369 0.000801951 -0.0386564 -0.0238496 0.0208567 -0.014059 -0.0341715 0.00822921 0.000569674 0.00109649 0.000660625 0.000886846 0.000536601 -0.00323558 -0.0315171 -0.00198932 -0.00298906 -0.00213319 -0.00338638 -0.000908467 -0.00233761 -0.00027139 -0.00365778 -0.0281467 0.00087994 0.00265098
internal_weight=225.735 3.52512 2.19763 1.57274 1.27173 222.21 1.32749 0.714822 0.35965 0.854535 0.675161 0.329744 220.421 193.616 189.521 187.915 184.161 26.8051 1.13134 25.6737 25.2143 24.7098 24.296 22.3632 21.5913 19.7158 17.6695 2.64394 182.825 105.474
internal_count=4034 259 157 151 148 3775 102 146 123 94 92 61 3726 2949 2919 2903 2886 777 74 703 692 677 676 646 643 626 605 98 2868 1244
is_linear=0
shrinkage=0.0597579


Tree=692
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 0 1 1 1 0 1 1 1 0 1 0 1 0 2 0 2 0 2 2 0 0 2 1
split_gain=0.083203 0.250223 0.400822 0.270002 0.199642 0.211483 0.203822 0.124729 0.83227 0.0965087 0.189797 0.519295 0.54371 0.131602 0.660325 0.436515 0.253212 0.259782 0.219616 0.529214 1.06748 1.13453 0.353564 0.20674 0.842531 0.403315 0.359849 0.215417 1.23247 0.467635
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 42.522337019050006 42.536568606950006 0.57152480465000022 0.43929822460000006 0.46280051495000007 0.45280081435000008 0.56341127510000011 0.45368402140000008 0.44805544745000009 0.43691805635000008 0.56719858685000013 0.43401395170000007 0.54797760550000019 0.42114008565000011 0.54228915300000013 40.280372415600006 0.54797760550000019 40.583589072600013 0.54646567465000018 38.064633603500006 49.420225120050006 0.54499865270000014 0.5398790455000001 40.340071172300007 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=7 -2 -3 -4 -5 -6 -7 9 -9 10 13 -12 -13 14 16 -16 18 -18 23 22 -21 -22 -20 26 -25 -26 27 29 -29 -1
right_child=1 2 3 4 5 6 -8 8 -10 -11 11 12 -14 -15 15 -17 17 -19 19 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00047971057208016742 -0.069281810549652587 0.057699833479622514 -0.073161290899256298 0.067855061158941604 -0.071716857309566021 0.07229505148835684 -0.068774234091883601 0.067558159853872549 -0.015241810533648729 0.014800569223446717 -0.084139531708942797 0.020906320858154002 -0.070999517139925028 0.01062992026872692 -0.015062906719656152 -0.084443686898050818 0.045140950100215342 0.0049986157871541228 0.040075106746798414 -0.075896255011819028 -0.045737026218127898 0.018863051498389887 -0.010882005431023139 0.027892392943816846 -0.077182201096686109 0.010553620307051023 0.030726004033353588 -0.033676931064952176 0.014706733787749971 0.014367102365952194
leaf_weight=169.73455015833133 0.3191224336533186 0.38219674362335332 0.35247203081235057 0.16140649761655368 0.20592935326567385 0.14504005014896393 0.072323484604567057 0.92334388190647532 1.5032482552487634 2.237407649998203 0.46429069031728376 1.2253158912062643 0.40307415209827002 6.0759116800036272 1.1614281631045731 0.67596532078459848 1.1977097711642266 2.0767644959269091 1.3865727819502338 1.3009678461239671 2.1137335114181042 3.251496737182606 1.1941047198415615 1.0078905569389456 0.99480228294851236 0.32837059274606872 1.9221749892458309 4.8577867476269585 5.0694454447366297 12.249605008637444
leaf_count=2239 433 11 80 6 135 1 267 18 42 29 21 4 85 34 35 19 38 33 10 70 17 36 49 18 57 26 15 33 38 135
internal_value=0.000673564 -0.0147384 -0.00154566 -0.0257071 0.00289949 -0.0218688 0.025357 0.000786623 0.0162645 0.000616621 0.000471507 -0.0201017 -0.00184306 0.000670276 0.000382831 -0.0405877 0.000743559 0.0196815 0.000441668 -0.00989616 -0.0201136 -0.00658737 0.0164968 0.000928975 -0.0193916 -0.0554089 0.00117335 0.000877355 -0.0089693 0.00141449
internal_weight=224.994 1.63849 1.31937 0.937171 0.584699 0.423293 0.217364 223.356 2.42659 220.929 218.692 2.09268 1.62839 216.599 210.523 1.83739 208.686 3.27447 205.412 9.24688 6.6662 5.36523 2.58068 196.165 2.33106 1.32317 193.834 191.911 9.92723 181.984
internal_count=4034 933 500 489 409 403 268 3101 60 3041 3012 110 89 2902 2868 54 2814 71 2743 182 123 53 59 2561 101 83 2460 2445 71 2374
is_linear=0
shrinkage=0.0686431


Tree=693
num_leaves=31
num_cat=0
split_feature=0 2 2 2 1 0 0 0 0 1 2 1 1 2 0 2 0 1 0 1 0 2 1 1 2 0 2 0 0 2
split_gain=0.408487 0.453372 0.425429 0.525154 1.58002 0.612574 1.24772 1.38208 1.05954 0.89505 0.797065 0.88504 1.82743 0.726403 1.66656 0.49857 1.36953 1.80806 0.530506 0.807082 1.64436 1.32883 1.1069 0.801713 1.04372 0.641218 0.632659 1.64603 0.701444 0.586232
threshold=0.57619532350000013 40.844669808050007 42.310579034350006 42.47354681640001 0.34641178410000012 0.47997065955000012 0.4778150355000001 0.47769527860000011 0.47709649410000005 0.36042334060000009 42.779078631750004 0.34545372890000009 0.34614233110000009 42.719328117250008 0.46898296455000005 42.006870117350005 0.4815274992000001 0.34569324270000007 0.57152480465000022 0.39542229275000007 0.53544804050000006 36.728658719300007 0.39408999735000005 0.39072183470000005 39.110279783550006 0.54228915300000013 38.625745710700009 0.54942965780000008 0.56395018115000017 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 4 -4 6 7 8 13 10 -7 -12 -13 -5 -15 18 17 -17 19 22 21 -21 23 -1 -25 29 27 -27 -29 -22
right_child=1 -3 3 5 -6 9 -8 -9 -10 -11 11 12 -14 14 -16 16 -18 -19 -20 20 25 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00022914784124809955 -0.0019912560029217482 -0.00012162217275819185 -0.0016208224465287249 0.0012119522341569461 0.00023792184906697432 0.0011041567518911151 -0.0011546936683931742 0.0022250057655347219 -0.0017569961871749364 -9.5989746362790275e-05 0.00076536149467851299 -0.0014782457383099336 0.00046801636531488796 0.0001296543539026653 -0.0021672906397103512 -0.0025754754770390413 0.0009962871472399572 0.00084031528857844164 0.00090933665219363542 0.00036880323292547195 0.00072183683730326828 -0.0021246207271289458 0.0013024109774881492 -0.0015119722207623371 0.00044077155881463905 -0.0026918175930285429 8.1223444194976094e-06 0.00047695279381002877 -0.00127455721896891 -8.2811867789553233e-05
leaf_weight=126.81934466563689 0.70193848605595066 1.7218729844244078 2.8639066080213516 1.8132734688697407 4.5543153514154255 5.8810470812022713 4.196206981316208 1.0438080430030829 1.3632580898702151 18.918857518481673 7.1051550693809977 2.7706034705042821 5.6113590151071548 11.446055258566046 1.358595966012216 1.0784523440815967 8.0613015666604024 1.3311996210832147 3.6453431793488553 1.2169437864795321 8.1776749463751894 2.5304031643318012 3.6049425108358255 2.3463822854682794 1.9081116029992697 1.2679035328328634 23.032342056278139 2.5755250893998896 1.3346044465433804 6.0612872764468184
leaf_count=1097 434 486 38 24 41 67 52 4 31 576 34 22 36 272 83 33 57 10 44 20 37 105 15 33 41 24 190 62 38 28
internal_value=0.00013821 -0.00066307 0.000145569 1.31578e-05 -0.000479672 7.25957e-05 -0.000197017 3.90249e-05 -0.000103752 0.000214614 0.000489616 0.000256251 -0.000175308 5.04285e-05 -0.000114056 0.000192374 0.000608586 -0.00068844 0.000168755 0.00015383 -6.98069e-05 -0.00131489 0.00023054 0.00020106 -0.00063618 4.01063e-05 -0.000131105 -0.000750399 -0.000120872 0.000379311
internal_weight=266.342 2.42381 263.918 68.9264 7.41822 61.5082 21.2212 17.025 15.9812 40.287 21.3682 15.4871 8.38196 14.6179 12.8047 194.992 10.471 2.40965 184.521 180.875 46.1967 3.74735 134.679 131.074 4.25449 42.4493 28.2104 5.17803 3.91013 14.239
internal_count=4034 920 3114 1280 79 1201 466 414 410 735 159 92 58 379 355 1834 100 43 1734 1690 504 125 1186 1171 74 379 314 124 100 65
is_linear=0
shrinkage=0.00196078


Tree=694
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 2 0 0 0 1 2 2 0 0 0 0 1 0 0 1 2 0 1 1 0 1 2 0 0
split_gain=0.0855271 0.159305 0.319142 0.189535 0.176306 0.294966 0.139108 0.483189 0.769662 0.42455 0.331608 0.352038 0.356653 0.338488 0.241442 0.239349 0.274448 0.38394 0.250725 0.515148 0.38162 0.990061 0.319068 0.141759 0.395752 0.249591 0.59813 0.393537 0.27886 0.268889
threshold=49.283271594150008 0.55677973715000018 0.39718870690000002 0.55832160710000012 50.205949521800008 0.51675099550000014 48.778770352700008 0.39606598605000004 0.37331217625000007 0.39672464895000009 0.31135295350000008 44.421469061800003 47.709122305950011 0.39718870690000002 0.54228915300000013 0.43513667255000005 0.43260680815000008 0.32737043805000005 0.44284602260000011 0.43780126340000008 0.34219035360000005 35.171584490050009 0.45994131915000008 0.34467530910000005 0.3447052483500001 0.47700667645000011 0.34515433670000012 41.289992964000007 0.47709649410000005 0.47721625100000004
decision_type=2 2 2 2 2 2 2 2 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 -1 -8 13 15 -13 -9 -14 16 17 -12 19 -17 21 -20 -23 -22 -25 26 -26 -28 -27 -30
right_child=1 3 4 -5 5 -7 9 10 -10 -11 11 12 14 -15 -16 18 -18 -19 20 -21 23 22 -24 24 25 28 27 -29 29 -31
leaf_value=0.023866392032742774 0.0053202212172681713 0.073400140045403975 -0.07625622630070121 -0.069122085523166843 0.071657164437414628 -0.069921122903486788 -0.0063351659862558949 0.076348003777224477 -0.090356755572678915 0.027013390695335725 0.016055360335496479 -0.047911318400312389 -0.025372937651589204 -0.0047816811791488306 0.02812582313550183 -0.0094414810538893841 -0.085757302058363613 -0.080209191167111421 0.050759163874983186 0.062132400466086202 0.0084837586863250897 -0.029177445896358123 -0.094730772638228822 -0.037820502747811714 0.016703224270172352 0.026576151441222419 -0.011619998522038799 -0.073171079254525484 -0.024792394059066546 0.0012544448477090199
leaf_weight=0.46889973990619072 1.0201354548335069 0.18328283727169026 0.52001759615086474 0.057840890714942361 0.12184658646583557 0.16090030573104741 3.6268584839999667 0.54875701665878196 0.68261140400136355 3.5685706324584316 0.69610760104842373 1.4106810866178414 0.85679467860609271 0.43391708898707293 0.74146308451599907 0.95899296889547148 0.30351153532683384 0.27130684742223821 0.52680481504648824 0.93656397517770529 11.648430177010594 0.75474647630471714 0.65215050021652132 1.2494484926573921 1.3961631653364741 2.0291482880711547 0.98833562899926597 0.96963756845798343 1.8865148560143996 185.08526171288713
leaf_count=15 4 1 18 160 1 71 26 2 160 33 41 316 14 48 34 31 16 121 11 15 73 28 30 14 27 17 41 81 17 2568
internal_value=0.000686277 -0.0132225 -0.0201582 0.0392118 -0.0525356 -0.00890956 0.00081519 0.000501696 -0.0438447 0.010204 0.000739936 0.000556705 -0.0227564 0.0405238 -0.000553815 0.000890181 -0.0288084 -0.0109416 0.00107071 0.025922 0.000843342 -0.0295082 -0.0595639 0.00112929 0.000686796 0.000936921 -0.017624 -0.0421016 0.00126632 0.000991636
internal_weight=224.756 2.06402 1.8229 0.241124 0.802764 0.282747 222.692 215.496 1.15151 7.19543 214.345 213.362 3.00894 0.982674 1.59826 210.353 1.27093 0.967414 209.082 1.89556 207.187 1.9337 1.4069 205.253 193.605 192.355 3.35414 1.95797 189.001 186.972
internal_count=4034 255 94 161 90 72 3779 3720 175 59 3545 3495 364 50 48 3131 178 162 2953 46 2907 69 58 2838 2765 2751 149 122 2602 2585
is_linear=0
shrinkage=0.0686431


Tree=695
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 0 2 0 1 0 0 0 2 2 1 1 1 0 2 2 1 2 2 1 2 1 1 2
split_gain=0.748026 2.15692 1.18111 1.51284 2.49602 0.946225 0.874839 1.16839 0.871672 0.845848 0.815878 1.19946 0.947562 1.3941 1.23365 1.6427 0.736883 1.24494 0.983186 1.60441 1.52134 1.16369 0.924909 0.842267 1.5936 1.43681 0.975956 0.768421 5.21388 1.38895
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.36533337325000009 0.48637765340000011 43.89540535710001 0.48797940185000005 0.38906020780000011 0.52005927965000021 0.5223196910500002 0.5231430197000001 38.244973486750006 37.828051409500013 0.35651627195000007 0.35807311160000005 0.34608245260000009 0.48386275860000011 41.806790701050012 39.792680591700012 0.35862698720000002 39.577821550850011 40.159267750750011 0.34512439750000007 40.563919884450009 0.34560342505000002 0.34551360740000009 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -5 7 16 10 -9 11 -4 -12 -14 15 -15 18 -18 19 23 21 -20 -19 25 -25 -1 -26 28 -28 -29
right_child=2 -3 8 5 -6 -7 -8 9 -10 -11 12 -13 13 14 -16 -17 17 22 20 -21 -22 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=0.00029721021406281322 0.0012797038102936103 0.0015786369695944787 -7.8483628009038829e-05 -0.0022920074508126355 -0.0018983060772689061 -0.00060035017845391358 -0.00050069448019538973 0.0014176311736609419 -0.00077892865834649279 0.0004449523508041812 -0.00089153590241743933 0.0010836418518953604 0.0011362181341531203 -0.00025549440056001836 0.00014929801840025904 -0.0024087244831854184 -0.0028105449294225093 0.0019545340924063746 0.00019486303895823666 -0.0009159389830719648 -2.5175359458120648e-06 0.0020728452199719042 -0.00093142334889546625 -0.00085718331063823136 0.00075776829598785827 0.0018616262442579558 9.8681069864435579e-05 0.00070369596635252996 -0.0029875457854128778 -0.001063894909088808
leaf_weight=11.840322271338662 2.8602291587740165 4.4652361422777167 6.1577426493167859 2.2911278563551605 1.4228149196715092 2.8558059140050318 6.6273044873960307 3.9679978936910656 4.2958479710287056 25.698523299768567 3.8959812779212362 7.6650126092135906 4.6933481246232978 12.933700877812951 67.000643455205136 1.5225395493325766 0.86476484875311088 0.63695497182197858 1.9246141283074374 5.6169497966766349 5.7126008196501061 3.7215089425444603 1.294974045420531 6.3697510631754986 9.3307267448399198 2.7887463552469844 49.08884671764099 13.000598598504437 2.1988484419416627 1.967875248286872
leaf_count=219 13 30 31 44 62 37 42 19 600 181 35 33 21 432 996 60 18 7 25 42 47 34 105 37 44 19 629 109 29 34
internal_value=0.000146847 0.000235365 2.85785e-05 -0.000636954 0.000223978 -0.00135338 0.000196072 0.000227695 8.66007e-05 0.000575051 0.000122398 0.00056594 5.43105e-05 9.70846e-05 3.72123e-05 -0.000482274 0.000139133 -0.000855181 0.000163621 0.000102798 0.000710887 0.00143269 2.00738e-05 0.000162042 8.46828e-05 0.000595436 0.000164054 8.04429e-05 -3.36342e-05 0.000471314
internal_weight=274.712 157.117 117.595 9.42998 4.28304 5.14693 152.652 146.025 108.165 29.6665 103.869 13.8228 90.0462 86.1502 81.4569 14.4562 116.358 2.79669 113.561 102.203 11.3587 5.64612 1.93193 96.5857 81.9566 14.6291 75.5869 66.2562 51.2877 14.9685
internal_count=4034 1670 2364 156 75 81 1640 1598 2208 200 1608 64 1544 1509 1488 492 1398 130 1268 1162 106 59 112 1120 882 238 845 801 658 143
is_linear=0
shrinkage=0.00196078


Tree=696
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 0 2 2 0 2 0 0 2 2 2 1 1 2 2 2 1 2 0 0 1 2 1 0
split_gain=0.0922717 0.483947 1.1056 0.447645 0.237162 0.382075 0.22488 0.787072 0.904651 0.720957 0.185947 0.158557 0.191404 0.628817 0.849095 0.447423 0.737886 0.381388 0.886072 0.321457 0.524763 0.256522 0.397502 0.530943 0.347804 0.274882 0.235508 0.175292 0.169692 0.129174
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.48119816770000007 0.55677973715000018 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.55832160710000012 48.778770352700008 0.43780126340000008 0.39606598605000004 48.226196960950006 41.674196414850009 39.458743938000005 0.32388251845000005 0.33750486510000005 40.00488309970001 41.535369675400013 44.421469061800003 0.39193437325000008 47.709122305950011 0.46495613905000005 0.46898296455000005 0.34398670700000006 35.782584506850007 0.35862698720000002 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 11 -3 -4 -5 -6 7 8 9 -1 -7 12 13 -2 15 16 27 -14 -19 -18 -21 24 23 28 -20 -26 -27 -15 -23 -28
right_child=1 2 3 4 5 10 -8 -9 -10 -11 -12 -13 17 14 -16 -17 19 18 21 20 -22 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.076693665775024025 -0.10798855516270901 -0.10759600490381976 0.07628565180349775 0.075762025397942009 -0.077321899020897769 0.077423046676644375 0.024542718008641676 -0.079274056713604393 -0.078790478623886842 0.06213689724430603 -0.073292753121094373 0.01745877787443445 0.056352440837657725 -0.022780355742681026 0.080200583980165996 -0.079204817797196486 0.076166909423290574 -0.067697827411564493 0.040900069509990679 -0.08192491538986045 0.078418415884871348 -0.018784452915900193 -0.077559956040338371 0.026496248214787493 -0.027986835580062194 0.019826547966524579 -0.0037680829205222733 -0.090431251140282193 -0.075391827745833195 0.0017264181254487961
leaf_weight=0.23273132622853099 0.35838705710193552 0.71439517289400001 0.35181118489708729 0.11196356266736984 0.45269076412296272 0.16825072467327118 2.7857917766086757 0.58917633915552858 0.41795562952756871 1.3489912981167433 0.05855489765326638 3.0021679583587675 0.65539118647575278 0.4043930657298922 0.50384211540222157 0.58522741749766272 0.52168281655758619 1.000335854361764 1.1716142604345794 0.2367114536173176 0.19966189563274384 0.6567364332731811 0.53027228147402627 1.1857049129903314 1.7099395191726205 3.5929945167154065 26.106967007974163 0.4085897994809784 0.49115590762812644 174.21224089580892
leaf_count=123 42 13 5 1 84 1 16 35 10 12 164 21 6 40 2 59 4 62 46 65 1 26 211 9 25 24 291 69 92 2475
internal_value=0.000748889 0.000517879 -0.0365046 0.00791821 -0.0224717 -0.0386582 0.0101787 -0.00527809 0.0165238 0.0417097 0.0385124 0.000834038 0.000601391 -0.0170291 -0.00563137 -0.0239849 -0.00573784 0.000869919 0.000697304 0.0375756 -0.00856009 0.00102364 -0.0206283 -0.00769149 0.00132349 0.00109799 0.00134188 -0.0567804 -0.0430054 0.00101034
internal_weight=224.766 219.392 1.85767 1.14327 0.79146 0.679496 5.37465 2.58885 1.99968 1.58172 0.226806 217.534 214.532 3.2185 2.86011 2.35627 1.77104 211.313 210.658 0.958056 0.436373 209.658 2.86387 2.3336 206.794 205.622 203.912 0.812983 1.14789 200.319
internal_count=4034 3838 268 255 250 249 196 180 145 135 165 3570 3549 282 240 238 179 3267 3261 70 66 3199 338 127 2861 2815 2790 109 118 2766
is_linear=0
shrinkage=0.0728446


Tree=697
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 0 0 0 1 2 0 1 1 1 0 1 0 1 2 2 0 2 1 2 0 1 0 2 2 2
split_gain=0.62112 1.6306 0.97812 1.76764 1.72712 1.50098 0.90035 1.38389 0.88914 2.06884 0.878723 0.726865 1.04476 1.37552 1.02305 1.9984 1.96372 0.694909 0.664612 1.48902 0.71339 1.00612 1.26753 1.38535 0.606677 0.551182 2.02789 0.611685 0.536196 0.503116
threshold=0.37078231190000005 0.50278434775000014 0.36160593995000007 35.509685375550013 0.49830843385000007 0.49787431515000008 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 0.49830843385000007 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.4662734648500001 38.244973486750006 37.828051409500013 0.52366695610000014 38.400997490450003 0.39382054430000007 47.709122305950011 0.5054040298000001 0.39587138110000003 0.53475943835000017 48.96897326980001 39.861052345600008 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -5 7 8 -2 -10 -1 -8 -13 -14 -15 -16 -17 18 19 29 -20 -22 23 -23 28 -24 27 -27 -3 -18
right_child=6 24 3 4 -6 -7 11 -9 9 -11 -12 12 13 14 15 16 17 -19 20 -21 21 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00019501510608264504 0.00059771225553094658 0.00086089753074780281 0.00081696442064703564 -0.0015223330195879012 -0.0017349673335823827 0.0019795708103004929 -0.0012448889194859017 -0.0021966111827788244 -0.0026305213385305528 0.0013892302846458015 0.0014341745552018048 0.00088728850436008437 -0.0021413155532353789 -0.0013534571380638262 0.001255134676816495 -0.0023501779230024598 -0.00044445046007378207 -0.0013123455075688096 0.00079806959872897763 -0.0023540124361544831 0.0014047843411434701 -0.0022600435480735061 0.00092601496620152543 0.00041257809164359232 0.00041859670914173749 -0.0020650612884404308 0.0001557543646595126 0.0010107011346354646 0.002117224908316933 0.0003493385742079958
leaf_weight=136.37115589248424 2.727592207491397 2.7006399780511838 2.8919935559970309 0.81462798477150467 4.2705208361148834 1.1141802929341793 1.5791543032973994 1.7015851088217457 1.2947212672879689 0.79421110404655326 2.2362553775310507 6.0276412228122345 1.0932308728806663 1.899295724055263 5.4215263286605468 1.3147539538331319 7.1387440186517761 1.3860128829528537 6.2369552315794854 1.241951566422357 2.2036650842055669 1.8254190909210586 3.0976572250947347 1.2606118507683275 3.5539782848209143 2.0868915867613391 52.690559426620894 0.2822052486881147 2.5293797329068184 5.3859674797859043
leaf_count=1479 17 12 23 41 33 7 14 54 65 7 23 41 12 27 28 18 177 757 40 47 15 75 32 15 24 198 624 40 28 61
internal_value=0.000143865 0.000222954 0.000174142 -0.0004489 -0.00103943 0.000500549 3e-05 -0.000676554 -0.000139548 -0.00110221 0.000215007 7.50749e-05 9.57962e-05 4.53462e-05 7.09209e-05 0.000100464 2.78e-05 6.46526e-05 8.75229e-05 -0.000306164 0.000165299 0.000103097 5.62592e-05 -0.00116831 0.00104371 0.000121239 7.59622e-05 -0.00169868 0.00146849 -0.0001031
internal_weight=265.173 156.483 147.699 9.09132 6.19933 1.92881 108.69 6.51811 4.81652 2.08893 138.607 102.172 100.593 94.5654 93.4722 91.5729 86.1514 84.8366 83.4506 13.7667 69.684 63.447 61.2433 3.08603 8.784 58.1573 55.0597 2.3691 5.23002 12.5247
internal_count=4034 1670 1606 104 81 48 2364 143 89 72 1502 2221 2207 2166 2154 2127 2099 2081 1324 285 1039 999 984 90 64 894 862 238 40 238
is_linear=0
shrinkage=0.00196078


Tree=698
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 0 2 2 0 2 0 0 2 0 0 1 0 1 1 0 2 1 2 0 0 2 2 0 0
split_gain=0.0978278 1.15874 0.795111 0.708339 0.823965 1.18375 1.08058 0.681804 1.06674 0.610161 0.584365 1.39787 1.26169 0.636423 0.65884 0.554296 0.552495 0.543392 0.65426 0.455753 0.972108 0.392105 1.10211 0.950807 0.776408 0.816042 0.364423 1.28139 0.766094 1.69774
threshold=0.37078231190000005 0.50278434775000014 0.50008981770000005 0.51401155655000019 0.5017514446000001 41.898943182100005 0.51191581090000016 42.536568606950006 47.927946529500012 0.50086823750000009 36.491284729650012 0.49830843385000007 0.49880243110000005 38.400997490450003 0.4778150355000001 0.5054040298000001 0.36491422415000008 0.49336846205000007 0.34398670700000006 0.37668033890000002 0.51505942935000004 40.241071441700008 0.34569324270000007 40.467253020850002 0.47883296910000012 0.47515044460000005 38.625745710700009 38.478081868400004 0.51675099550000014 0.5216909673500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 9 6 -6 -7 -9 -2 12 13 16 14 -12 -3 17 18 -1 -5 -21 22 24 -23 25 -15 27 -22 -28 -30
right_child=3 15 -4 19 5 7 -8 8 -10 -11 11 -13 -14 21 -16 -17 -18 -19 -20 20 26 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.025621262041033748 -0.014680240838726877 0.04742527733961012 -0.033896425736733848 -0.041849345928238878 -0.097392111195991393 0.066732256452008518 -0.014663028156811217 -0.094326893928234082 0.046893022989981319 0.078632340789702937 0.0019493997542720152 -0.056883257679455325 0.079932959398024264 0.0094864024282177769 0.052259868349999669 0.006407940159347327 -0.058897880076094561 0.074355668535092179 -0.057067992305172323 0.071291153288205927 -0.0039358579494289444 0.034538939280476771 -0.04689215252025751 0.0004429624772047985 0.014806376998809732 -0.040331070918495637 0.053399185923094956 -0.092446198302516269 -0.057437036338465669 0.004518262283254716
leaf_weight=1.5520554373069901 0.91685439326829399 4.2216698918491593 3.4876300711184731 1.3129232639912505 1.9906526289996691 0.69553186744451512 1.4466132966335863 0.57692794156901051 0.55869667392107658 0.62553679541451856 2.9511570109170853 2.223847407847642 1.5660993233323095 3.1103624319657701 2.5963476747274399 2.9839105121791363 0.65498007088899601 0.64169561490416516 0.75461314652602585 1.0430097418138746 20.330323430903267 4.5731732193380585 3.4071065345196976 85.084016709552088 7.8463872410356998 3.9741205461323261 1.5806009350344528 0.90664115775143628 2.4451209885010021 58.475078935677629
leaf_count=101 49 40 33 12 45 6 10 33 9 4 61 26 8 30 25 24 5 12 65 9 563 31 32 1117 36 24 9 26 35 1554
internal_value=0.000761294 0.0020387 0.000393962 -0.00104857 -0.023663 -0.0373721 -0.0625746 0.00993556 -0.0248505 0.0231639 0.00138285 0.00031283 0.0253453 0.00143307 0.0254957 0.0304395 0.0016202 0.0150643 -0.00143004 0.000740445 0.00139999 0.00019702 -0.00950838 0.00218211 -0.000977694 -0.0184593 0.000529453 -0.00771451 0.00333065 0.0020316
internal_weight=224.534 131.629 124.424 92.9045 6.81081 5.26842 3.43727 1.83116 1.13562 1.54239 120.936 115.767 5.16944 113.543 5.5475 7.20558 3.60334 2.94836 2.30667 86.0937 84.7808 107.995 18.338 89.6572 14.9309 7.08448 83.7378 21.237 62.5008 60.9202
internal_count=4034 1670 1606 2364 156 103 55 48 42 53 1573 1382 191 1356 86 64 183 178 166 2208 2196 1270 122 1148 90 54 2187 589 1598 1589
is_linear=0
shrinkage=0.0728446


Tree=699
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 0 2 1 1 0 1 1 0 1 2 0 2 2 2 0 2 2 2 0 1 0 0 1 0 2
split_gain=0.461199 1.50064 1.75961 1.46784 0.631904 0.95382 1.29757 1.25821 0.594281 0.573765 0.565979 1.16811 0.525454 3.40144 0.955957 0.73411 0.5967 0.788802 0.757444 0.557984 1.17539 1.47277 1.44156 1.00997 1.36848 1.04828 1.27799 0.875218 3.25781 1.47648
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 37.198331469900005 0.5296248615500001 35.050303764500008 0.46280051495000007 0.4662734648500001 0.54386096225000014 0.39019789825000006 0.38976377950000002 0.52005927965000021 0.38370108680000009 39.525197829750006 0.5216909673500002 38.400997490450003 38.903925214650009 37.198331469900005 0.48068920095000006 41.872294782850005 42.686561923500008 41.385032804600009 0.47769527860000011 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.35651627195000007 0.50339810185000011 40.137820134150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 5 -3 9 -8 -6 -7 11 12 13 16 -14 -16 18 -18 -1 20 22 23 -19 24 25 26 -22 -21 -29 -30
right_child=1 4 3 -5 8 6 7 -9 -10 -11 -12 -13 14 -15 15 -17 17 19 -20 27 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00025091943623303629 -0.002816100159629624 0.0014624318390266417 0.00095205194077132758 -0.0020635300555718237 0.00017139985511992735 0.0014629827420742159 -0.0024236363114640818 0.00082437205344509121 -0.0011877100971255411 -0.00050244682746470692 0.0007663562643284228 -0.001250101313137571 0.0012227860551756152 -0.0021480132288461008 -0.00088003930873369431 0.00073595220976137733 -0.00082866882629531826 2.2734442854902085e-05 0.0010050746831484409 0.00041713324990629957 -0.0021672941185168632 -1.2208198838724857e-05 0.00083947541430917443 -0.0023061230772670411 0.00085094968915468388 -0.0024404697811504722 0.0024346282182908918 -0.0016790852886603657 0.0013452184826814272 -9.0510152735403398e-05
leaf_weight=14.990118315537986 1.4970555379404675 0.81263907626271148 1.6832447359047367 0.98298004901153024 68.510845011238416 0.89818154741078648 2.1868605138442949 0.58019810353289347 1.2596653841028445 1.5679367861921489 6.7568689081817856 2.1447300948202601 5.1775025576353055 2.3782295263372353 2.0428240150213242 2.2950083592440933 2.9967881776392451 27.42292282206472 7.7764427266083649 57.944763131439686 0.45445066399406941 20.120370561722666 11.920004389248787 1.8886642265133557 1.5891930434736421 1.588535703718662 0.47400155663490295 3.8281620182096985 4.1440584883093825 8.2090197599027288
leaf_count=255 44 7 96 82 973 5 75 62 578 196 29 14 25 23 16 27 26 236 70 371 47 425 86 44 24 34 1 48 28 87
internal_value=0.000155757 3.12291e-05 -0.00111492 -0.000159729 9.41674e-05 -0.000513943 -0.000820847 -0.00174259 0.000146862 0.00021338 0.000209263 0.000188279 0.000205684 0.000180255 0.000653916 -2.50699e-05 0.000213743 0.000166675 0.000508519 0.000188045 5.612e-05 -0.000266377 0.000270188 -0.00111944 -0.000573613 -0.00147306 0.00018212 0.000304543 -9.86418e-05 0.00039113
internal_weight=266.122 79.9796 4.16328 2.66622 75.8163 6.04582 5.23318 2.76706 69.7705 2.46612 186.143 179.386 177.241 167.726 9.51533 4.33783 165.347 142.581 22.7666 139.584 65.4581 26.1152 39.3429 5.99485 4.10618 2.51699 0.928452 74.126 16.1812 12.3531
internal_count=4034 2118 222 178 1896 345 338 137 1551 201 1916 1887 1873 1805 68 43 1782 1457 325 1431 897 575 322 150 106 82 48 534 163 115
is_linear=0
shrinkage=0.00196078


Tree=700
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 0 1 1 2 0 2 2 1 0 2 2 0 2 1 1 0 2 0 1 1 0 1 2 2 2
split_gain=0.46869 1.35528 1.89017 1.34063 1.0292 0.65478 0.608585 0.593163 0.560786 1.37941 1.29075 0.850478 1.74215 0.723831 0.750908 1.39988 0.751933 0.724063 0.697082 0.868377 0.646448 0.54124 0.499597 1.28858 0.845945 0.969064 1.67076 0.545301 1.72891 0.817781
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 0.47883296910000012 0.39091643965000006 0.4662734648500001 41.872294782850005 0.4778150355000001 41.741384785950011 42.434124620650003 0.34623214870000002 0.47769527860000011 47.927946529500012 42.719328117250008 0.46989611090000011 45.048573272350005 0.34536391125000004 0.34524415440000006 0.4784437592000001 43.572676689450006 0.52404119640000013 0.39019789825000006 0.38906020780000011 0.52005927965000021 0.38052752915000004 41.243661560350013 41.32819714970001 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 8 -3 -8 10 11 18 12 -10 14 15 -13 17 21 19 20 -1 -17 23 24 25 26 27 29 -29 -7
right_child=1 6 3 -5 -6 22 7 -9 9 -11 -12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00019020747868501596 -0.0028432864515980723 0.0019763097462709117 0.0017918631163671996 -0.0020498666678751567 -0.0020448145103687909 0.00034573392288847585 0.00010158008310895085 -0.0012463924247596101 -0.00251297745250247 -0.0021404629772199331 0.0016212023508547422 0.00055900233058476427 0.0015144950086218411 0.0016571976087618983 0.000321432405674873 -0.0020338462975233508 -0.0021068739962645093 -0.0020221483554318715 0.0007468691671632309 -0.0010271369412049153 -0.00097689621537008211 0.00060952601816010405 -0.00042927262704521276 0.0012017348490564799 -0.00066348746168720305 0.0011219971724907352 -0.0010179402304298065 -0.0011574822550322178 0.00025964726808120757 0.0010348213796822112
leaf_weight=21.449571429329819 1.471939236915204 0.6553288921713819 1.2967704843031245 0.84084755234653119 0.33910470368573431 43.265104041434824 73.136480810906505 1.2769938212422847 1.3786543753813081 1.3332603387534607 2.277221138123422 2.965626589721075 0.58949798281537358 1.0171371400356282 9.6099742129445058 0.36412568867672268 1.9155500794295219 0.86158294836059202 5.2315569580459842 3.0141341257694867 1.9942711405456055 1.6350794250611214 3.5907694131601593 5.9695506943389764 3.6315077878534785 5.2351818764582267 3.8062354028224936 3.5256116390228263 54.095307394396514 7.8178217615932217
leaf_count=374 44 2 21 82 75 275 1137 757 58 40 16 40 11 5 54 70 106 92 67 19 12 59 36 23 27 26 28 27 401 50
internal_value=0.00016269 3.61207e-05 -0.00108354 -3.77097e-05 0.000996549 0.000216295 9.50156e-05 7.84478e-05 3.80979e-05 -0.000208357 0.000195334 -8.16932e-05 -0.00130668 4.95574e-05 -4.46794e-05 -0.000499128 -0.00115612 -0.000519507 9.28708e-05 -3.64448e-05 9.09268e-05 0.000128075 0.000292014 0.000312352 0.00026861 0.000297358 0.000258987 0.000303698 0.000172938 0.000451193
internal_weight=265.592 79.0175 3.94866 2.47672 1.63588 186.574 75.0688 74.4135 55.6372 21.6705 33.9668 20.3372 1.96815 18.3691 17.3519 7.74196 4.77634 2.86079 31.6895 26.458 23.4438 1.99921 130.937 127.346 121.377 117.745 112.51 108.704 57.6209 51.0829
internal_count=4034 2118 222 178 96 1916 1896 1894 1023 535 488 495 69 426 421 367 327 221 472 405 386 129 893 857 834 807 781 753 428 325
is_linear=0
shrinkage=0.00196078


Tree=701
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 2 0 2 0 2 2 1 0 2 1 0 1 1 1 2 2 2 1 0 0 0 0 0 2
split_gain=0.096855 0.549481 0.47889 1.19652 1.12915 0.597577 0.403041 0.843071 0.560261 0.348187 0.78498 0.465837 0.435881 0.797412 0.763975 0.718584 0.455851 0.361318 0.416507 2.99519 0.626484 1.72229 0.840526 0.743157 0.563694 0.914572 0.852688 0.469984 1.17989 0.75626
threshold=0.36006406990000012 0.49949103320000005 0.36359689830000008 0.5017514446000001 0.49880243110000005 0.48119816770000007 38.625745710700009 0.4778150355000001 38.903925214650009 0.48637765340000011 41.872294782850005 39.051326806600009 0.34608245260000009 0.48386275860000011 41.741384785950011 0.34674111555000003 0.48306936920000004 0.3459626957000001 0.34560342505000002 0.34551360740000009 40.159267750750011 39.664548207900005 40.467253020850002 0.34542378970000004 0.48244064550000004 0.4815274992000001 0.48028502140000007 0.47916230050000003 0.4778150355000001 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 7 -1 -8 11 -11 -10 13 17 15 -14 -16 18 19 20 21 -13 -22 24 25 26 27 28 29 -24
right_child=2 -3 -4 -5 -6 -7 8 -9 9 10 -12 12 14 -15 16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00047466942611262819 0.019849613688061415 0.040898000384248165 1.0157614654339658e-05 -0.1375902393159677 0.083666831277948731 -0.091260309996425384 -0.042697700805436063 0.050312525429359475 0.042032398296465039 0.037106840937836706 -0.0002417687070620918 0.0070872183868781009 0.076307992862495871 -0.032649837881062807 0.01375250547387666 0.0098124202038153575 -0.029541217831456877 -0.03224784847759269 0.011542786386582756 -0.078622959191341393 0.034215387456001861 -0.064959502027757188 0.018090634164754392 0.031267315154419287 -0.038556230482984788 0.035737597552002384 -0.03645353059415498 0.019780953877308032 -0.042426347087606654 -0.0096228415758678187
leaf_weight=4.950871157770961 0.43990275505893739 2.0108189946040502 105.50917776114375 0.48889840953052033 0.53366963565349568 0.68078826367855072 1.6299225883558381 2.8393469396978617 1.4015485099516798 4.6383288279175749 9.4085614122450334 5.1461308170109978 1.6832724958658203 4.6821507252752772 3.4959829145227559 1.9212146238423882 2.1798628009855747 1.9964826842769969 13.580464842612853 2.7495133691700167 4.5717980085173613 2.8441725689917803 9.7549687880673535 4.0214449488557866 2.2267773300409308 3.5672603249549857 3.9112625345587722 5.6315798545256248 3.7522611571475855 12.27822555961029
leaf_count=220 92 37 2466 6 2 11 13 33 9 44 50 29 30 42 46 16 12 13 141 32 27 24 150 35 12 14 24 30 39 335
internal_value=0.000911795 0.00239287 -0.000696153 -0.0354667 -0.005287 -0.0476465 0.00171879 0.018036 0.000531614 0.00119984 0.0120909 -0.000474018 -0.001136 -0.00288939 0.0141139 0.0408654 -0.00287486 -0.00105671 -0.000215596 -0.00285695 0.000753071 -0.018558 0.00385676 0.00078228 -0.00219892 -0.000117458 -0.00373791 0.000335023 -0.003912 0.00264701
internal_weight=224.527 116.874 107.652 2.14326 1.65436 1.12069 114.863 7.79022 107.073 105.443 14.0469 91.3964 89.9948 80.7145 9.28033 3.60449 5.67585 76.0323 74.0359 60.4554 57.7059 7.9903 49.7156 45.1438 41.1223 38.8956 35.3283 31.417 25.7855 22.0332
internal_count=4034 1457 2577 111 105 103 1420 253 1167 1154 94 1060 1051 947 104 46 58 905 892 751 719 53 666 639 604 592 578 554 524 485
is_linear=0
shrinkage=0.0743015


Tree=702
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 0 1 0 0 0 1 1 0 2 1 1 2 2 2 2 1 0 1 2 2 0 2 0
split_gain=0.664767 2.08916 0.931815 1.30922 2.26176 1.00067 0.91089 1.08002 0.904719 0.844591 1.40022 1.13358 1.32952 0.798949 0.922485 0.826112 1.24445 2.38988 1.7129 1.53625 0.788451 1.48217 1.31486 0.818907 1.98554 0.774943 0.761632 1.3973 1.08948 0.911753
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 43.89540535710001 0.38906020780000011 0.52005927965000021 0.37668033890000002 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.39900002995000006 0.36533337325000009 0.47883296910000012 41.257403903850005 0.34569324270000007 0.34545372890000009 42.47354681640001 42.824128352900011 41.385032804600009 40.340071172300007 0.39542229275000007 0.52770875125000016 0.39045238170000002 41.919251152600005 41.872294782850005 0.4778150355000001 41.741384785950011 0.47769527860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -2 6 7 -4 -5 -8 -11 12 20 14 26 -16 17 19 -19 25 21 23 -22 24 -12 -17 28 29 -1 -28
right_child=2 -3 5 8 -6 -7 9 -9 -10 10 11 -13 -14 -15 15 16 -18 18 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00013110100211494567 0.0013574891688846848 0.0015777248813139127 -1.8300530604785621e-07 -0.0022377723647429718 -0.0017882319675611466 -0.00079448625459470497 -0.00082864627466827689 0.0011043963029477881 -0.00051236359147235509 0.0011614952769036363 0.00025648386820729756 0.00017196753725463911 -0.0022503283392257519 -0.00045987957475967915 0.00058046385930198658 0.0001664242378454536 0.00047563250874490761 -0.0028697196910835443 -0.00042188721809458321 0.00089845091424366381 -0.0023221576812998456 0.001324835933951752 4.92848694856454e-05 0.00026415862394717915 -0.0025515645647673896 -0.00085157940261428109 -0.00021778984070731314 -0.0021563643130380829 0.0015473869720530767 0.0016763262287000555
leaf_weight=32.508263243718829 2.566026913002132 4.4479631930589667 6.1015875488519651 2.0429384023882449 1.3364109095127785 4.5209949033451258 3.8193166267301413 7.6956654004752636 2.7293701157323085 4.6321944929659358 2.1219885274767862 59.911054884832993 1.3974001437018149 6.4676423411001442 39.176728738471866 6.9324874877929741 29.063298478722572 1.8337444560602296 2.7433122824877501 7.0860784426331511 1.6472225536126637 2.5675839353352785 1.9787188922055063 3.685801213607192 1.7803961145691571 4.9119922332465649 18.306672445934971 1.3837045617401589 2.2315753449220201 1.032153271138667
leaf_count=471 13 30 31 44 62 600 35 33 37 21 9 1203 39 42 233 34 200 22 23 34 57 28 58 36 58 35 486 39 16 5
internal_value=0.000171412 0.00025296 5.47543e-05 -0.000562151 0.00028022 0.000107292 0.000149176 0.000615916 -0.00125098 7.20921e-05 0.000115244 5.07028e-05 -0.000427922 0.000214617 0.000244251 0.000364933 0.000204315 -0.000131125 -0.00140258 0.00017629 -0.000243139 3.70946e-05 -0.00102803 -0.000398633 -0.00102464 -0.000255749 4.46145e-05 -0.000252892 0.000222079 -0.000116697
internal_weight=268.66 158.126 110.535 8.67475 3.90244 101.86 97.3389 13.7973 4.77231 83.5417 79.7224 75.0902 15.1791 153.678 147.21 91.7476 52.5709 23.5076 4.57706 18.9306 13.7817 10.1558 3.62594 7.58819 3.90238 11.8445 55.4624 20.7225 34.7398 19.3388
internal_count=4034 1670 2364 156 75 2208 1608 64 81 1544 1509 1488 285 1640 1598 581 348 148 45 103 246 131 115 103 67 69 1017 530 487 491
is_linear=0
shrinkage=0.00196078


Tree=703
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 2 1 1 1 2 2 2 1 1 0 0 0 0 1 1 0 2 2 2 2 1 0 1 0
split_gain=0.652716 1.13367 0.978832 2.12343 1.2311 0.60804 1.12425 1.03977 1.02243 1.41361 0.985416 0.97853 0.946936 0.82011 2.2871 0.654941 0.571605 1.67104 1.19638 0.817215 0.979426 0.595727 0.720145 0.570529 1.40227 0.743643 0.956383 1.94794 1.96699 1.51846
threshold=0.5231430197000001 0.52284362740000012 38.244973486750006 0.52366695610000014 37.828051409500013 0.52366695610000014 38.400997490450003 0.39971857130000005 0.39587138110000003 0.39382054430000007 42.660927378600007 43.631818398850008 43.680097826700013 0.40509266190000009 0.41615520495000008 0.55677973715000018 0.52863686715000002 0.5296248615500001 0.53928026105000015 0.40667944075000007 0.42209814075000007 0.56395018115000017 33.151194885250007 38.400997490450003 38.748048509250005 39.011793722550003 0.35651627195000007 0.50339810185000011 0.37078231190000005 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 -2 16 -4 -7 8 9 10 -8 -10 -13 -9 -15 -14 -5 -18 -19 -20 -21 -22 -23 -1 -25 -26 -27 -28 -29 -30
right_child=2 -3 5 4 -6 6 7 13 11 -11 -12 12 15 14 -16 -17 17 18 19 20 21 22 -24 24 25 26 27 28 29 -31
leaf_value=0.00045368010568824611 -0.0038149067511111853 0.0016584030749671424 0.0012055257181475393 -0.0010472563601221412 -0.002240373291495951 0.0014061720903914016 -0.0016764885419899484 0.00067758552806056833 -0.0022190463578030885 0.00090652875843538717 3.7809736506619794e-05 0.0021907278296065965 -0.0021925491116254183 -0.0023059151781736559 0.00012073288456303496 0.0010633346762120273 0.0019234322176635928 -0.0017673312133395609 0.0008344721976767342 -0.0023388840555705129 0.00049856268574392359 0.0011313869646120758 -0.0020898485725681045 -0.0013148670035441554 0.00095581009158736473 0.00022374843723479827 -0.0012069964737615802 0.0012530745833784131 -0.00056387122024619863 0.0010740776622824274
leaf_weight=28.077619179777685 0.65775041282176872 1.9977694856934238 1.8182150470092882 2.039469414856284 1.0915002237597935 2.2771700554294503 2.281153090298174 8.92847243286087 2.035527508007362 3.1049192417412996 2.7125072977505624 0.44193371571600426 0.72074060526210793 1.4857851272681717 42.20772953935375 0.33416182640939951 1.53033748269081 1.5817955681122819 3.0831405352801085 0.82716532296035428 2.5571354080457245 0.36516797225704045 0.86158717828220688 2.3603965705260626 4.4134018048644057 119.97069819687749 5.4572728196217239 4.2143760621547726 10.945942447113337 2.5855558868497601
leaf_count=369 5 14 9 34 58 18 66 52 74 32 46 2 85 73 1108 9 5 25 14 28 39 106 187 22 23 1157 194 30 137 13
internal_value=0.000153344 0.000218352 1.22477e-05 -0.000439664 -0.000280375 0.000108749 7.87747e-05 3.17308e-05 -0.000488419 -0.000112003 -0.000745299 -0.00135142 -0.000171546 0.000146699 3.82154e-05 -0.00116118 -0.000113835 6.23289e-05 -0.000244713 6.83116e-05 -0.000443975 -2.9744e-05 -0.00113098 0.000202192 0.000155101 0.000178611 0.000154653 -0.000202602 0.000106273 -0.000250897
internal_weight=262.966 180.023 82.9434 14.595 13.9373 68.3483 66.5301 64.2529 11.6309 8.09858 4.99366 3.53236 1.49684 52.622 43.6935 1.0549 12.8458 10.8063 9.27599 7.6942 4.61106 3.78389 1.22676 178.025 149.948 147.587 143.174 23.2031 17.7459 13.5315
internal_count=4034 1959 2075 501 496 1574 1565 1547 314 144 112 170 96 1233 1181 94 438 404 399 374 360 332 293 1945 1576 1554 1531 374 180 150
is_linear=0
shrinkage=0.00192234


Tree=704
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 1 2 0 2 0 2 1 1 2 0 1 1 0 1 1 2 2 1 1 2 1 0 2
split_gain=0.0965777 1.09022 1.57962 0.914658 0.554674 0.918097 0.522358 2.44543 0.587628 0.574911 0.418317 0.841827 0.984974 0.934532 0.598664 1.87684 1.71676 1.08907 0.497918 0.612141 0.938563 0.756807 0.502252 1.06026 0.72355 0.680744 0.662175 0.740304 0.780579 0.607909
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39019789825000006 0.38976377950000002 0.52005927965000021 0.38552737940000009 39.525197829750006 0.5216909673500002 37.198331469900005 0.5296248615500001 35.050303764500008 0.46280051495000007 0.39542229275000007 41.741384785950011 0.53475943835000017 0.39193437325000008 0.39814676205000005 0.5398790455000001 0.41714319930000004 0.40509266190000009 41.827117825850003 42.233786329550007 0.42114008565000011 0.42473279245000012 41.218101594450012 0.43401395170000007 0.56188437470000008 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 -1 -8 -10 11 -3 -13 -14 15 -12 -16 -17 -18 -20 21 -21 26 -24 -25 -26 29 -28 -29 -22
right_child=1 10 3 -5 -6 -7 8 -9 9 -11 14 12 13 -15 16 17 18 -19 19 20 22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.0017610190707767596 -0.10697024975811564 0.052909088501539386 0.036764099459587286 -0.075266323052976994 0.023954632612595464 -0.049276636423584416 0.037577458132323369 -0.090091137712649441 -0.032485466557284605 0.02590479595723243 0.056894318187208935 0.0044780993911962049 -0.08918427271617145 0.031694094742023428 -0.06492741061706897 0.027336775361065029 -0.057495387557729483 -0.081458023718630826 0.017933592679237761 -0.0056048437138439084 -0.0060898520516185278 -0.087935024809533857 0.063027376785078956 0.076465412018168477 -0.092771148050598967 0.0020831523958797257 -0.095087872744349336 0.040681426177274133 -0.079022811215634675 0.020669945803591366
leaf_weight=141.46075363252021 1.2453868899756337 0.72448561526834865 1.1860438991134286 0.57378869147214562 5.8745911326259366 1.892502225935458 4.4391912454739195 1.5549596759956319 1.7178823134163397 1.8674587564310057 3.5512173324823371 2.0282824729865752 1.7684117261160284 0.41998535669335968 2.0723766119335769 0.89833892183378328 0.71829841984435816 1.0695169530808923 11.985006329487076 1.2284105944418109 18.676575038738527 1.1444161456020081 2.0482770940434403 0.64488368801539753 0.43245133757591236 5.6058943382777215 0.84324397612363045 0.73771684244275071 0.4753026521357242 5.9366018341679583
leaf_count=1788 44 7 96 82 29 14 25 17 16 27 15 201 75 62 194 10 23 45 60 18 415 40 53 9 18 493 13 5 73 67
internal_value=0.00101564 -0.00132605 -0.0441906 0.000236881 0.00198906 0.0011453 0.00177708 0.000762343 0.019862 -0.00207235 0.000718351 -0.0196287 -0.0320917 -0.0659859 0.00244972 0.0252725 5.2727e-05 -0.0317925 0.00272054 0.00358979 -0.000961264 -0.0453128 0.00201149 0.0171755 0.00312278 -0.00471008 -0.00295316 -0.0426651 -0.0062228 0.000364506
internal_weight=224.822 66.0149 3.00522 1.75983 158.807 152.933 151.04 143.016 8.02453 3.58534 63.0097 4.94117 4.21668 2.1884 58.0685 5.51907 52.5495 1.96786 50.4771 49.7588 37.7738 2.37283 35.4009 8.73151 6.68323 6.03835 26.6694 2.05626 1.21302 24.6132
internal_count=4034 2118 222 178 1916 1887 1873 1805 68 43 1896 345 338 137 1551 70 1481 55 1287 1264 1204 58 1146 573 520 511 573 91 78 482
is_linear=0
shrinkage=0.0728446


Tree=705
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 0 2 1 1 2 0 2 1 1 1 0 2 2 0 0 2 1 1 1 1 0 1 2
split_gain=0.0965108 0.237689 0.366997 0.25869 0.192004 0.203986 0.201171 0.120884 0.406148 0.557763 0.62332 0.358058 0.344293 0.931004 0.166411 0.291095 0.395009 0.262934 1.26331 0.940241 0.508594 0.375017 0.317441 0.253058 0.63484 1.3748 0.461998 0.293544 0.272907 0.164934
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 42.522337019050006 42.536568606950006 0.56719858685000013 38.903925214650009 0.43837010870000009 0.44922307715000004 39.458743938000005 0.56395018115000017 42.283941020600004 0.46280051495000007 0.45036076765000005 0.44805544745000009 0.55074698365000019 40.844669808050007 41.436838994450007 0.55538756325000016 0.55832160710000012 36.010074051050005 0.42780156285000009 0.42953803780000005 0.43401395170000007 0.42114008565000011 0.54499865270000014 0.42039160505000012 41.218101594450012
decision_type=2 2 2 2 2 2 2 2 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 12 -9 -10 -11 -12 14 -14 15 16 17 23 22 -20 -21 -22 -19 26 -25 -26 28 -27 29 -1
right_child=1 2 3 4 5 6 -8 8 9 10 11 -13 13 -15 -16 -17 -18 18 19 20 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.003388525642672684 -0.076471478939742973 0.059955403574854356 -0.080589912323129745 0.073839883036576612 -0.078960880805092407 0.079704891085670262 -0.075924594276726085 -0.03971884044982716 0.05603845727806063 -0.039545645358150729 0.047289101354893476 0.00085813031363802801 -0.089282571185357873 0.020756940443859378 0.0254009247367907 -0.021366074016594541 0.040315593901872289 -0.015389457263816141 0.059591264210899192 -0.085305762310603314 0.042442339563308236 -0.031949510372503834 -0.084583179936737307 0.07030751630862124 -0.089158905355055273 0.075042983479161413 -0.024857831795552086 0.0067778028721192703 0.030977170127587942 -0.0010664726951798108
leaf_weight=100.11931167581315 0.31593197216534363 0.37573718163184799 0.3468866908315249 0.15670283936196938 0.20300959781161509 0.14132015407085419 0.072017894275631988 0.82849326427094538 1.575732030905783 1.3605152879463274 1.6203840821981432 2.3195535378763452 0.8566653711022798 0.91151920889387839 1.5965960280445859 3.3367026085325042 1.472211614018305 0.52725898427888651 1.3976601213216784 0.52400803222553838 0.69637613662052877 0.88242921874916647 1.3712123689474536 1.064805616741068 0.69214738217851879 0.71929869540326741 3.8845164105296126 0.72795712202787399 1.7921689897775639 91.222258143257932
leaf_count=1070 433 11 80 6 135 1 267 26 29 33 11 76 46 15 17 37 10 11 4 26 17 32 75 28 27 49 39 4 9 1410
internal_value=0.000949549 -0.0175296 -0.00315744 -0.0289351 0.00233327 -0.02458 0.027168 0.001084 0.0104105 0.0164504 0.00468159 0.0199539 0.000747897 -0.032556 0.00102563 0.00084069 0.00119849 0.000918415 -0.0155856 0.0114128 -0.0206097 0.00086309 -0.0653661 0.00136344 0.0224907 -0.00130823 0.00101984 0.0407062 0.00154032 0.0012646
internal_weight=223.111 1.61161 1.29567 0.919937 0.57305 0.416348 0.213338 221.5 7.70468 6.87618 5.30045 3.93994 213.795 1.76818 212.027 210.43 207.094 205.621 5.39894 3.50047 2.10281 1.57881 1.89847 200.222 3.20421 2.1394 197.018 1.44726 193.134 191.342
internal_count=4034 933 500 489 409 403 268 3101 175 149 120 87 2926 61 2865 2848 2811 2801 165 79 75 49 86 2636 108 80 2528 53 2489 2480
is_linear=0
shrinkage=0.0757875


Tree=706
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 2 1 2 1 0 2 0 1 1 2 1 1 1 0 0 1 0 0 2 1 1 0 0 0
split_gain=0.428331 0.987919 0.774608 2.14732 1.24217 0.634409 1.26456 1.199 0.938713 0.630625 2.11351 0.777147 0.761297 2.1811 0.799397 0.725356 3.0896 0.943846 1.26147 0.571264 0.914258 0.662345 0.689099 0.836245 0.989842 1.12796 0.581853 0.547474 1.33357 0.991436
threshold=0.5231430197000001 0.52284362740000012 38.244973486750006 0.52366695610000014 37.828051409500013 0.52366695610000014 38.400997490450003 0.39382054430000007 42.660927378600007 0.39587138110000003 0.53475943835000017 48.96897326980001 0.5398790455000001 0.41804137600000008 0.40301188585000008 39.952536079750011 0.43590012275000006 0.42114008565000011 0.42209814075000007 0.54386096225000014 0.55257327625000008 0.45206730335000006 0.55832160710000012 0.56294721715000018 41.092444989200011 0.44805544745000009 0.43837010870000009 0.52863686715000002 0.5296248615500001 0.53928026105000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 27 -4 -7 8 -8 -9 11 -11 -12 14 -14 16 -15 -17 -19 -20 -21 22 -22 -24 -25 26 -26 -5 -29 -30
right_child=2 -3 5 4 -6 6 7 9 -10 10 12 -13 13 15 -16 17 -18 18 19 20 21 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.00019385540787519769 -0.0036971059753366058 0.0015743391158651609 0.0012257803764548615 -0.00094497187399107284 -0.0022005949409749713 0.0014725971984738792 -0.0017132879699714389 0.00095042923831728803 -7.1245051810743073e-05 -0.0019945621167169365 0.0005407095485712931 0.00089503109475143588 -0.00046257662146702327 -0.0026144847461606218 -0.002480420415729915 0.00091521438336567983 0.0003127266039486033 -0.0023818541137272694 0.0010035405105109226 -0.00085575754379129125 0.001254777627354265 -0.00045325964181071191 -0.0011786826650886557 0.0011833342246340989 -0.00034039596300943832 0.0008849414179942992 -0.0021916141982195603 0.0017992078497425293 -0.0015827597842131478 0.00014963077568076188
leaf_weight=174.13678342026833 0.65501484274864097 1.8609476098790754 1.8108387002721418 1.9365365556441236 1.0147575674200187 2.2853440954932003 2.3351302628871045 3.0837665032595387 2.628539189696312 2.253542025093338 13.633437902666627 0.38742339162854467 1.2665709853172296 1.694294525310396 1.5516332140250595 6.4125858913175788 5.2466534121485893 0.70601277984679001 2.6219070795923498 3.1979663618840304 2.8975417949259308 3.7644443512908756 1.3326773894950736 3.6034711301326734 2.0913725555874412 2.3140733492909931 0.84740868359949661 1.4824675768613804 1.4075144515372793 7.0532010519209507
leaf_count=1945 5 14 9 34 58 18 66 32 46 198 64 40 23 38 45 34 119 13 17 30 15 608 21 43 24 17 54 5 25 374
internal_value=0.000156142 0.000208452 4.32012e-05 -0.000368266 -0.000199167 0.000125229 9.51045e-05 4.58166e-05 -0.000843735 0.000120773 7.49412e-05 -0.00157067 0.00015666 2.42686e-05 -0.00157355 0.000146864 -0.00040181 0.000274705 9.90049e-05 0.000176263 6.80761e-05 0.0002434 0.0004438 0.000213175 0.000422618 -9.92352e-05 -0.000874202 -2.82066e-05 0.000150343 -0.000138568
internal_weight=257.514 175.998 81.5161 13.5495 12.8945 67.9666 66.1558 63.8705 4.96367 58.9068 55.823 2.64097 53.1821 39.5486 2.8182 36.7304 6.94095 29.7895 23.3769 22.6709 20.049 16.851 13.0865 10.189 8.85633 5.25285 2.93878 11.8797 9.94318 8.46072
internal_count=4034 1959 2075 501 496 1574 1565 1547 112 1435 1403 238 1165 1101 68 1033 157 876 842 829 812 782 174 159 138 95 78 438 404 399
is_linear=0
shrinkage=0.00188464


Tree=707
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 0 1 2 1 0 2 0 0 0 2 2 2 1 0 2 1 0 2 2 2 2 1 2 2
split_gain=0.096208 0.991139 0.603595 1.95845 1.06062 0.502535 0.63601 0.646555 0.759877 0.58479 1.39656 0.548494 0.370108 1.28247 0.943768 0.355417 1.10707 0.729549 0.592023 1.32559 1.47523 1.31369 1.14686 2.20094 2.26003 2.82815 0.796016 0.707356 2.21979 0.52195
threshold=0.5231430197000001 0.52284362740000012 38.244973486750006 0.52366695610000014 37.828051409500013 38.334060527150008 0.52366695610000014 0.39382054430000007 42.660927378600007 0.39587138110000003 0.53475943835000017 48.96897326980001 0.52863686715000002 0.5296248615500001 0.53928026105000015 38.400997490450003 38.748048509250005 39.011793722550003 0.35651627195000007 0.50339810185000011 39.952536079750011 0.37078231190000005 0.5223196910500002 39.749124837650008 40.137820134150012 41.147265497500008 47.927946529500012 0.34641178410000012 41.319407281650008 43.131467368600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 12 -4 -7 8 -8 -9 11 -11 -5 -14 -15 -1 -17 -18 27 20 -20 -21 23 -23 -25 -26 -22 -19 -29 -30
right_child=2 -3 5 4 -6 6 7 9 -10 10 -12 -13 13 14 -16 16 17 18 19 21 26 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0095552473499186559 -0.14114004074796971 0.058796616231861651 0.053145542410581233 -0.033283588231299989 -0.085332186751342951 0.049308985666395966 -0.062412294984222023 0.035393485474625154 0.0017136909488285801 -0.076344242100673629 0.0025612717370750967 0.045933278907380214 0.067493772917384259 -0.064667689513789581 0.0031317375933104393 -0.053359439867248691 0.031865762506237676 -0.00032197015074901725 -0.1417409920365629 0.038784319007933978 -0.041694872918004305 -0.10023346935427108 0.034215550979576695 0.055637355139752605 -0.10466521555485379 0.00538941808935585 0.062002367198401589 0.068491546866217057 -0.012438331753112033 0.02662368662441458
leaf_weight=23.575323301438402 0.62940376996993919 1.6095593614736561 0.99508710042573412 1.773446954553944 0.89672436901673869 1.4047393510118116 1.8699239012785249 2.6201198016060507 2.0616237625363283 1.6393892851119733 45.738106764256372 0.22088589704799222 1.3887660205364207 1.3183738267980514 6.2741998589049217 2.043750097276642 3.8602784154936662 91.655585016007535 0.73671404272318142 3.2868401110172263 3.0450769315502844 1.6738686710596065 2.1696151774376622 2.1328718960285187 1.896518290042877 3.5739456993032945 0.45098602771759022 3.3843241869471958 6.1861386614909843 2.5689473720267415
leaf_count=369 5 14 9 34 58 8 67 32 46 198 1174 40 5 25 374 22 23 1041 12 30 178 22 13 18 19 78 4 45 49 22
internal_value=0.000921195 0.00193395 -0.00134251 -0.0159804 -0.00921941 0.0018364 0.000917364 -0.000337992 -0.0287859 0.00188916 4.48713e-05 -0.0618252 -0.0028732 0.00313161 -0.00864095 0.00133277 -0.000173832 0.000684616 -0.000295887 -0.0121299 -0.0480593 -0.00180783 -0.0134635 -0.0246139 -0.00796633 -0.0327647 -0.0283181 0.00186653 0.0183903 -0.00097662
internal_weight=222.681 153.85 68.8308 12.2809 11.6515 56.5499 55.5548 54.15 3.93155 50.2185 47.5984 1.86028 10.7548 8.98134 7.59257 152.241 128.665 126.622 122.761 18.9664 4.23278 14.7337 11.4468 9.2772 7.60334 5.47046 3.49606 103.795 12.1394 8.75509
internal_count=4034 1959 2075 501 496 1574 1565 1557 113 1444 1412 238 438 404 399 1945 1576 1554 1531 374 194 180 150 137 115 97 182 1157 116 71
is_linear=0
shrinkage=0.0728446


Tree=708
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 2 0 0 2 0 0 0 2 0 0 2 2 2 2 0 0 1 2 0 1 0 1 2 2
split_gain=0.0928198 0.461711 0.931302 0.42844 0.230641 0.224129 0.669334 0.395027 0.70052 0.369509 0.342099 0.211056 0.183172 0.161835 0.179749 0.542069 0.86789 0.25686 0.350193 0.607432 0.209703 0.411476 0.344481 0.786605 1.44632 0.415464 0.282741 0.451459 0.248382 0.429979
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.39672464895000009 49.122847560300009 0.39606598605000004 0.39498817400000003 49.420225120050006 0.37331217625000007 0.5054040298000001 0.55832160710000012 48.778770352700008 0.43513667255000005 0.39606598605000004 48.226196960950006 44.421469061800003 48.226196960950006 47.709122305950011 0.44284602260000011 0.43780126340000008 0.34311846950000008 38.064633603500006 0.46989611090000011 0.34398670700000006 0.47464147780000004 0.34440585610000002 39.110279783550006 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 13 -3 -4 11 6 7 8 10 -7 -1 -5 -6 14 15 -2 -17 20 19 -19 21 -16 23 -22 28 -24 27 -27 -25 -30
right_child=1 2 3 4 12 9 -8 -9 -10 -11 -12 -13 -14 -15 17 16 -18 18 -20 -21 22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=0.026246529734116182 -0.11020485282833585 -0.10975016146988245 0.080212923096415548 0.027679041234569657 0.082041904585155923 0.067664629574422791 -0.085466313183534967 -0.01908327057797304 0.086377682263380121 0.00079248729753971284 -0.080783372114309387 -0.081701951304882947 -0.077749191281972455 0.018794924088323763 -0.0077546866354357372 -0.036548821194489219 0.084652862451853064 -0.047076677439726711 -0.08838695055320403 0.030426171898302254 0.021343904947341653 0.067284750057607215 0.0307700732386673 0.033347539419873222 -0.12102609087535959 0.023805613229469006 0.0012983029947535411 -0.071523179634095421 -0.087396377646838649 0.021561443434116003
leaf_weight=0.45003743958659426 0.34557919250073554 0.67909098044037719 0.32329452305566497 0.14294243603944778 0.16457380354404449 0.91357874035020326 0.48266141116619099 1.2811080515384674 0.85293406248092651 1.0745579153299332 0.29572636130615138 0.40155212144600227 0.057970195130110369 2.9990435891086227 0.91914137598359846 1.338845848031269 0.47950011491775502 1.2990712568062006 0.40844311394903332 1.1299349285109199 1.6060095224529494 0.83191373338922858 2.8540500141680232 0.68741672346368454 0.98594954918371502 0.47788035869598278 195.91914241150926 0.78375414801848819 0.40254197968170047 0.46813697018660605
leaf_count=13 42 13 5 2 1 39 11 5 3 5 120 83 164 21 31 205 2 299 22 26 23 15 15 6 11 4 2749 54 25 20
internal_value=0.000888068 0.000638587 -0.0386873 0.00557273 -0.0258869 0.0109457 -0.00122006 0.0128998 0.0385292 0.0315212 -0.0161953 -0.0529869 0.0404181 0.000963843 0.000710326 -0.0214548 -0.00458778 0.000940067 -0.0221598 -0.0110236 0.00125834 0.027896 0.0010299 -0.0210143 -0.0477542 0.00148725 0.0010634 -0.0354147 -0.00138846 -0.0288131
internal_weight=221.056 215.706 1.76942 1.09033 0.767039 5.3506 3.36247 2.87981 1.5987 1.98814 0.745764 0.544495 0.222544 213.936 210.937 2.16393 1.81835 208.773 2.83745 2.42901 205.936 1.75106 204.185 4.15005 2.54405 200.035 197.181 1.26163 1.5581 0.870679
internal_count=4034 3838 268 255 250 196 152 141 136 44 133 85 165 3570 3549 249 207 3300 347 325 2953 46 2907 85 62 2822 2807 58 51 45
is_linear=0
shrinkage=0.0773033


Tree=709
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 0 1 1 2 0 2 1 0 1 1 0 2 2 2 2 1 1 1 1 0 1 0 2
split_gain=0.0897141 0.217002 0.320003 0.233751 0.172174 0.185088 0.183177 0.0974369 0.3393 0.444234 0.957063 0.29012 0.824147 0.196134 0.143111 0.46389 0.328068 0.382633 0.616002 0.495136 0.556224 0.281119 0.219165 0.559336 1.20944 0.395363 0.267266 0.227673 0.146583 0.699879
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 42.522337019050006 42.536568606950006 0.56719858685000013 0.43837010870000009 0.44922307715000004 43.272784938550004 0.56395018115000017 42.283941020600004 0.45280081435000008 0.56294721715000018 0.45036076765000005 0.44805544745000009 0.55074698365000019 40.844669808050007 42.141702038450013 43.487767439550005 36.010074051050005 0.42780156285000009 0.42953803780000005 0.43401395170000007 0.42114008565000011 0.54499865270000014 0.42039160505000012 0.5398790455000001 40.340071172300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 11 -9 10 -10 14 -13 -11 15 16 17 22 21 -20 -21 -19 25 -24 -25 27 -26 28 -1 -30
right_child=1 2 3 4 5 6 -8 8 9 13 -12 12 -14 -15 -16 -17 -18 18 19 20 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=0.001893411562257728 -0.089533132610375973 0.066234508673860687 -0.093925331188090697 0.084753082779684533 -0.092193165848172498 0.092957228298880312 -0.088944192541474648 0.041891755733132495 -0.11533106489479104 0.027848228415920027 0.031455759287799138 -0.10293863875142978 0.02153944263230971 -0.01337576467731849 0.01828477697171664 -0.043054041818672603 0.043396479857412115 -0.016512928540961723 0.028613646906170728 -0.10079084796023993 0.029377344954047313 -0.095589453667107624 0.079584583821617066 -0.1030026027380738 0.084762042402216922 -0.027043609833463805 0.0071239780360776179 0.033471453652140618 -0.030881158304916237 0.014471984947901636
leaf_weight=178.59443590095725 0.29127491470853684 0.3581167839001862 0.31881539195273945 0.14507381411385722 0.18634579969511833 0.1292751133441925 0.065904662904358702 2.0424437889596438 0.7171833242755381 2.7555849701166153 0.68453235040942673 0.7794219652423624 0.90791854885173962 1.3587377502117304 3.7135780667886129 1.8933499474223925 1.4359588469378639 0.53223157860338588 1.7713074125349524 0.63621514476835705 0.43638816926977597 1.0614136049407532 0.99640626444306635 0.63732899387105169 0.67510365946509387 3.8816188063356085 0.72515500336885452 1.7491485700011242 5.5076017727842537 5.2311574794584885
leaf_count=2374 433 11 80 6 135 1 267 39 31 15 9 46 15 81 29 35 10 11 14 20 40 70 28 27 49 39 4 9 48 58
internal_value=0.000919348 -0.0207606 -0.00411646 -0.0339171 0.00241334 -0.0288961 0.0315362 0.00106751 0.0109737 -0.00047444 -0.0436472 0.00071293 -0.0359599 0.0142342 0.00100833 0.000696528 0.00110284 0.000802832 -0.0249844 -0.000218422 -0.047832 -0.0691802 0.00138078 0.0250631 -0.00159865 0.00101224 0.0445554 0.00158216 0.00128755 -0.00878834
internal_weight=220.219 1.49481 1.20353 0.845415 0.526599 0.381526 0.19518 218.724 7.55848 5.51604 1.40172 211.166 1.68734 4.11432 209.478 205.765 203.871 202.436 4.43756 2.84391 1.0726 1.59365 197.998 3.03399 2.03759 194.964 1.40026 191.082 189.333 10.7388
internal_count=4034 933 500 489 409 403 268 3101 175 136 40 2926 61 96 2865 2836 2801 2791 155 74 60 81 2636 108 80 2528 53 2489 2480 106
is_linear=0
shrinkage=0.0887971


Tree=710
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 0 2 1 0 0 2 1 0 0 2 1 1 0 2 1 1 2 2 0 1 2 1 2 1 1
split_gain=0.48505 1.58038 1.35482 1.26245 0.964766 1.56623 2.60686 1.56413 2.97842 0.76189 1.00877 2.61101 1.32291 1.31125 1.29537 1.12566 1.53307 1.10598 1.02905 1.35223 2.36578 2.37397 1.54069 1.27566 2.39512 1.1274 0.987151 0.943721 0.69544 1.00837
threshold=0.50706565670000014 0.37668033890000002 39.861052345600008 0.50278434775000014 0.38370108680000009 0.52005927965000021 34.41230404325001 0.38906020780000011 0.5216909673500002 0.50086823750000009 38.625745710700009 0.35651627195000007 0.47883296910000012 0.4784437592000001 43.426640904350009 0.36575252235000005 0.36533337325000009 0.46989611090000011 41.257403903850005 0.34569324270000007 0.34545372890000009 42.47354681640001 42.824128352900011 0.48447651265000008 0.34554354660000003 41.919251152600005 0.34587287805000005 40.241071441700008 0.38976377950000002 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 -3 6 -6 -7 -9 10 15 12 13 -12 -13 16 17 -1 23 20 22 -22 25 24 -14 -20 -21 -25 -10 -30
right_child=1 4 -4 -5 5 7 -8 8 28 -11 11 14 18 -15 -16 -17 -18 -19 19 26 21 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.00013896235097931247 0.00024289365012598781 0.00081442733554143302 -0.0016848579513290894 0.00095083085939087362 0.00089291072875853693 0.0010290063086347151 -0.0028020036442602016 -0.0025248073296206901 0.0021561273801003699 -0.00084216724886107433 2.3148088333333465e-05 -0.0019300998465941236 0.00082177592092271543 -0.0012966244575053764 9.3330224391692973e-05 0.0018157785134628199 -0.0012148038847067291 0.0010346417126927969 0.00026037916983836698 0.0011008602488140314 -0.0030207736765496692 -0.00024590151667417813 0.00089717549026290617 0.0003898540990193631 -0.00063964312802085104 -0.00097710544163235246 0.00025092608281465108 0.0018507953417429175 -0.0018482084170217791 9.5649854917627866e-05
leaf_weight=4.5608033743483292 2.2953972220420829 6.9647881840355685 3.5998256315942854 8.6872268753941153 1.224482252262532 6.5227683592820531 1.8331906149251151 1.7160022063180793 0.61918563302606244 2.7410798614291698 43.230420275620418 3.408876956178573 15.013753674924379 3.1019991859793654 1.8912657555774783 2.6319447957503135 1.9135155901312835 9.5549146203557012 6.5268528014421516 7.2916672192513969 1.9914205446839321 2.9284829646348953 6.8637072667479506 2.6036472618579856 6.0485944971442214 4.997865803539753 18.798416346311569 4.8977830186486244 1.0397560521960247 77.587096400577138
leaf_count=208 15 49 54 70 6 36 40 18 3 30 661 81 62 28 98 14 11 71 34 72 22 23 33 13 27 35 99 43 6 2072
internal_value=0.000156224 5.15979e-05 -0.000934258 0.000223973 0.000111202 5.71079e-05 -0.00132233 0.000105321 3.09031e-05 0.000182156 0.000201094 0.000139718 0.000197191 -6.52119e-05 -0.00120807 0.000627325 0.000432185 0.000655449 0.000353135 0.000181834 -0.000161392 -0.00136908 0.00016173 0.000649383 0.000402092 -0.000276274 0.000488466 0.00134372 8.62447e-05 6.99444e-05
internal_weight=263.087 103.402 5.89522 159.684 97.5073 90.5425 3.05767 87.4848 80.962 150.997 148.256 129.595 124.295 46.3324 5.30014 18.6612 16.0292 14.1157 77.9622 49.3984 23.3083 4.9199 18.3884 28.5638 21.0623 11.5247 26.0901 7.50143 79.246 78.6269
internal_count=4034 2299 69 1735 2230 2181 46 2135 2099 1665 1635 1331 1152 689 179 304 290 279 463 318 147 45 102 145 89 69 171 56 2081 2078
is_linear=0
shrinkage=0.00196078


Tree=711
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 2 1 1 1 2 2 1 2 1 2 1 0 0 0 0 1 0 0 0 0 2 2 2
split_gain=0.082192 0.527787 0.487521 0.66718 0.565707 0.439541 0.788972 1.71405 1.09095 1.46143 0.736184 1.76801 1.87507 0.431102 0.301989 0.301539 0.632088 0.516258 0.236047 0.845055 0.231995 0.388881 0.309783 0.867908 0.603849 0.470107 0.692419 0.436123 0.424679 0.553224
threshold=0.47883296910000012 0.47916230050000003 0.35275889945000011 0.4784437592000001 0.46495613905000005 0.34545372890000009 42.824128352900011 41.827117825850003 0.34521421515000011 0.34488488370000009 0.34569324270000007 41.218101594450012 42.47354681640001 0.3447052483500001 50.205949521800008 0.34569324270000007 42.865207177650007 0.34566330350000002 0.47754558250000007 0.47736594710000008 0.47943175355000006 0.48068920095000006 0.35374689380000007 0.48597347385000006 0.48797940185000005 0.49787431515000008 0.49830843385000007 40.844669808050007 42.899217095850013 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 14 6 7 8 9 13 11 -7 -13 -3 -4 17 -17 18 19 -1 -12 -22 27 -24 -25 -26 -27 -23 29 -29
right_child=1 5 4 -5 -6 10 -8 -9 -10 -11 20 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.0020632755235535276 0.033055313189067653 0.0015495466763520676 -0.078276544143229071 -0.039475312416009274 0.066196026294966792 0.012847548549319821 0.035148958986120957 -0.037792245856270064 0.045880482643618277 -0.039482125129257292 0.041402242812618881 -0.11774213979535285 -0.013709298761345868 0.037468873021598598 0.079894143863244352 0.0057931649437625993 -0.085034820074174663 0.04950361615401349 -0.01232632740910383 0.043554633146941107 -0.02801523139415275 -0.016041841404488007 -0.060893387636702268 0.066496969880374526 -0.034877591718228615 0.074408168879666198 -0.00023508432415480951 0.010970333274502597 -0.010673557910911267 0.044629768348274847
leaf_weight=26.582538442366062 3.1275195162743321 3.8225043825805276 0.30082601735921244 2.8971566508989772 1.2034500085756006 4.1679730340838415 5.8658381216227999 4.7470628591254345 4.8147302791476241 3.5155761353671542 0.83133552968501945 1.8053355123847721 2.427330587990582 4.1804232522845268 0.094884805381298065 1.1240947763435531 0.77252090157708142 1.2369905307423312 8.8198610006365907 2.6704449057579032 2.8102730717509976 3.6110843736678389 1.4153575630771218 0.81088482294580799 2.3203311289398689 0.74809774581808497 101.96158609349004 13.915107503533369 3.733771786093711 3.6922422237694255
leaf_count=721 15 27 113 29 29 16 32 35 36 24 19 23 22 16 1 27 34 10 55 11 20 40 15 15 48 8 2429 75 26 63
internal_value=0.000820373 0.00158538 -0.00209761 -0.00361792 0.0398313 0.00101047 0.0100732 0.00309561 0.0149792 0.00206246 -0.000682458 -0.0228903 -0.0580818 0.0203124 -0.0403499 -0.00109684 -0.0312025 0.000355691 -0.00124113 0.00210109 0.000690819 0.000440151 0.00104501 -0.000759835 4.43008e-05 -0.000468747 0.000308588 0.00880308 0.013007 0.0180287
internal_weight=220.027 174.324 45.7028 44.1036 1.59916 171.197 26.9461 21.0803 16.3332 11.5185 144.251 8.40064 4.23267 8.00293 0.395711 41.2065 1.89662 39.3098 38.0728 29.253 135.85 135.019 132.208 107.256 105.841 105.03 102.71 24.9522 21.3411 17.6073
internal_count=4034 3004 1030 887 143 2989 170 138 103 67 2819 61 45 43 114 858 61 797 787 732 2758 2739 2719 2515 2500 2485 2437 204 164 138
is_linear=0
shrinkage=0.0773033


Tree=712
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 0 1 2 0 0 1 0 1 2 1 1 1 1 0 1 0 2 1 1 0 0 2 2 0 0
split_gain=0.0946277 0.316013 0.820896 0.305276 1.07208 0.299679 1.35884 1.06718 0.498983 0.742784 0.454304 2.19786 1.02139 0.472325 0.90243 0.832128 1.85545 0.937077 0.641113 0.450019 1.28561 0.527784 0.744291 1.75247 0.648535 0.479877 0.590632 0.395683 0.620054 0.465503
threshold=42.310579034350006 42.006870117350005 0.4815274992000001 0.49485045360000007 0.4025178887000001 0.47976108500000009 0.34569324270000007 41.243661560350013 0.47769527860000011 0.47754558250000007 0.34623214870000002 0.50008981770000005 0.34569324270000007 41.827117825850003 0.42039160505000012 0.4019490434500001 0.39408999735000005 0.43401395170000007 0.56188437470000008 0.34554354660000003 0.47883296910000012 41.257403903850005 0.3447052483500001 0.34503457980000002 0.47769527860000011 0.47736594710000008 39.952536079750011 41.147265497500008 0.47997065955000012 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 19 27 9 -8 12 -12 -9 15 -15 16 -13 -17 -19 20 21 22 25 -24 -25 26 -1 28 -7 -30
right_child=-2 2 3 4 -6 7 8 10 -10 -11 11 13 -14 14 -16 17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0026846257346576411 -0.0019654590879205685 -0.024964959034506344 0.04850046265510078 -0.032302404318979121 0.047986720995084282 0.054967183518441508 -0.077621648204609789 -0.031439694744402308 0.079583914992325658 0.079193967255642955 -0.12514794479310573 -0.062718050347166432 0.010560385944525736 -0.0268966838054167 0.070299900022455536 -0.10263965327212692 0.057213420122946224 0.035666744012714864 -0.080632765438800796 -0.025527999531709308 0.039487217895536705 0.013538766532591843 -0.080140977415505923 0.032345545815575222 -0.022527352482000482 0.033332843627238845 -0.060842082054338775 0.029007998411148962 -0.034076500396543356 0.001616095849849715
leaf_weight=7.2133752476947901 54.412243735099764 2.0793339927913603 2.5826407819986343 1.5451154215261342 2.2626630526647205 1.1825343668460835 0.31804716187616522 5.5425867810845393 1.8331950828433035 0.35055306553840637 1.1426945142447928 1.3502387567423286 7.5521076023578644 1.226666213013232 0.92504851651028719 1.2662703616661022 1.507003044709563 0.68092626333236672 0.42501700687716948 2.8332505263388148 5.122373364865779 9.0248132967099064 2.3147472009586627 1.8898826728236597 3.2066737040877342 2.4084591530263415 0.90989610366523255 2.9791897217073702 2.0631191283464423 90.746976176923454
leaf_count=187 1622 43 9 24 53 6 60 47 25 2 11 36 30 24 33 22 14 5 71 14 23 85 39 67 17 10 49 42 10 1354
internal_value=0.000720513 0.00160904 0.0155867 0.0287815 0.0154071 0.000850222 0.00664696 -0.000979139 0.0595441 0.00459818 -0.0159071 -0.0292573 -0.00721697 -0.0144123 0.0148893 -0.0264687 0.000537741 -0.058997 -0.00902747 0.0028576 0.00536377 -0.00111777 -0.00848957 -0.026529 -0.00217963 0.00420501 -0.00443107 0.00234886 0.00150387 0.000822668
internal_weight=218.898 164.485 8.46975 6.39042 3.80778 156.016 37.4253 118.59 2.5018 0.6686 21.6186 8.52386 13.0947 7.38117 2.15171 5.22946 2.85724 2.37221 1.10594 34.9235 32.0902 26.9678 17.943 7.4113 5.09656 10.5317 8.12327 96.9718 93.9926 92.8101
internal_count=4034 2412 129 86 77 2283 578 1705 87 62 293 216 77 205 57 148 50 98 76 491 477 454 369 123 84 246 236 1412 1370 1364
is_linear=0
shrinkage=0.0743015


Tree=713
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 2 2 0 0 0 2 1 0 1 1 1 2 1 1 1 0 2 1 1 0 0 2 2 2
split_gain=0.086148 0.422691 0.791013 0.402849 0.219601 0.662015 0.733737 0.657509 0.206296 0.180172 0.16808 0.144721 0.323477 0.231494 0.138969 0.816912 0.521966 0.194268 0.684469 0.662537 0.323924 0.980048 0.211962 0.511091 0.189438 0.412325 0.489966 0.217499 0.111744 0.109847
threshold=0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.55677973715000018 0.5054040298000001 0.55832160710000012 32.724174661450007 0.38052752915000004 0.53043322055000008 0.32388251845000005 0.33750486510000005 0.31761025120000003 44.421469061800003 0.35471991855000007 0.39193437325000008 0.39162001140000008 0.5098649741000002 47.927946529500012 0.35862698720000002 0.34398670700000006 0.47464147780000004 0.47396784530000008 38.121007182500009 36.957836847500012 42.310579034350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 -3 -4 5 6 7 -1 9 -5 -10 12 -2 -14 16 28 -13 24 -19 20 21 22 23 -20 27 26 -26 -17 -16 -27
right_child=1 2 3 8 -6 -7 -8 -9 10 -11 -12 14 13 -15 15 17 -18 18 19 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.084534445287036089 -0.090121577468192299 -0.11032096304526404 0.082847630621861929 0.025131872597753686 0.026377669138927511 -0.079568591619072843 -0.085892350453718749 0.065546758439097672 0.084767590337508539 -0.084578159707591166 -0.080871654903537635 -0.014602169184768388 0.038742117608445627 -0.086617754397789209 -0.036133213625972105 0.034566029740905696 0.03625986846647531 -0.094025468719631439 0.084370598962378071 -0.084716381453911374 0.063225699594154125 -0.068298688255632581 0.084532955823711772 -0.081606573768385718 -0.093207818351803279 0.0021490757923389925 0.00010855230827442101 0.0031380351691803129 -0.092734790253562183 -0.0025764989685951919
leaf_weight=0.22270701948582372 0.36198812990187335 0.63672313280403514 0.29717002017423488 0.13059884682297707 2.7782766609452665 0.60576561911148008 0.35696472972631443 1.2408821275457738 0.14693886041641235 0.37441720294009428 0.054259209822703269 2.3382884876336893 0.39832956343889236 0.12524311592233062 0.35070003196596999 2.3303379621356717 2.9537758817896247 0.62560036312788669 0.2732211425900466 0.51492548082751444 0.67181093152612437 0.80872342106886197 0.54316981136798859 0.21399621898308396 0.65751928446115815 152.56802064742988 0.81517296624951996 3.6637068530544639 0.63254169403808191 40.202464812406106
leaf_count=123 83 13 5 2 16 35 10 12 1 83 164 69 5 109 5 25 33 26 3 218 6 34 4 62 162 1853 10 28 60 775
internal_value=0.000716082 0.000465921 -0.0402058 0.00428762 0.0109391 -0.00673904 0.017494 0.0427097 -0.0287699 -0.0562068 0.0400979 0.000781989 -0.0316625 0.00875495 0.000918699 0.000586308 0.0137866 0.000938986 -0.0174451 -0.00161197 0.0154306 -0.00202852 0.0499852 0.0114699 0.00127423 0.000839675 -0.0415548 0.0153565 -0.0725463 0.00116355
internal_weight=217.894 212.69 1.64011 1.00338 5.2046 2.42632 1.82055 1.46359 0.706214 0.505016 0.201198 211.05 0.885561 0.523573 210.164 204.872 5.29206 203.889 3.65145 3.02585 2.51092 1.83911 1.03039 0.487217 200.237 194.243 1.47269 5.99404 0.983242 192.77
internal_count=4034 3838 268 255 196 180 145 135 250 85 165 3570 197 114 3373 3271 102 3206 353 327 109 103 69 65 2853 2800 172 53 65 2628
is_linear=0
shrinkage=0.0804263


Tree=714
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 2 0 1 2 2 2 2 0 1 0 0 2 2 1 2 2 0 2 2 1 1 1 0 2 1
split_gain=0.518423 0.480198 0.39077 0.336167 1.15963 1.85606 1.04223 1.05588 0.654937 0.846985 0.845771 0.758673 0.725377 0.720989 0.668668 0.58039 1.68863 1.91542 1.76996 1.11648 1.86578 1.04791 0.951094 1.58022 0.83619 1.09125 0.881584 0.680252 0.618071 0.611293
threshold=0.57944372925000021 42.402981339000007 42.536568606950006 0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 40.563919884450009 40.316494640950005 40.206947806850003 40.80591513400001 0.52404119640000013 0.39019789825000006 0.51675099550000014 0.48068920095000006 41.872294782850005 44.169240047700008 0.34623214870000002 42.434124620650003 42.865207177650007 0.45994131915000008 42.686561923500008 42.522337019050006 0.3453339720000001 0.34494476210000008 0.34551360740000009 0.45798030000000006 43.426640904350009 0.34452561300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 -5 7 -7 9 10 12 -10 13 -1 15 16 24 18 19 -18 22 27 23 -21 25 29 -26 -22 -20 -13
right_child=1 2 -4 4 -6 6 -8 -9 11 -11 -12 14 -14 -15 -16 -17 17 -19 28 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00031468255942563645 -0.0019913336408821126 0.00099314400427691091 -0.0019768765652931905 -0.0028408201623716248 0.0001147975504694271 0.0017722539146754846 -0.0020254361316006321 -0.0020922596744253883 -0.00061382918410812011 0.0009775648027762747 -0.00069700262184549584 -0.0001679089221533487 -0.00071671735077831077 0.001087661905808431 -0.00074440785601220273 0.00032174968827741529 -0.0024460373461440248 0.00027026035166836698 -0.00031392903258194632 0.00029762973138081848 -0.0020384859220652961 -0.0025672767547545829 0.00060428502961573758 -0.0023873710548232168 0.0016209542068008681 -0.00039769186721294472 0.00025620751252283824 0.0022328204656941694 0.0018823330212610456 0.0012461577238979623
leaf_weight=54.8394425968836 0.82383622756787989 0.58319903025403619 0.24057759561765124 1.3528652525710634 70.000254080012382 1.2391747754300015 0.64858817675121816 0.34820336826669507 5.1802934312727293 7.6280027085449538 3.1933157816529265 1.7330371638527156 2.4116544341668478 5.0680460408329955 3.0769760342082 53.345383678562939 1.9936375081888424 11.524062920158029 0.89787464335677114 1.8586634044768273 0.25740241233143057 2.652419799589552 2.9314690502360463 1.541777112171985 3.8586228340864173 6.6149956934968941 3.4440420187893324 0.32354056835174561 1.0915364733664317 3.6524985656142235
leaf_count=548 555 10 314 44 1017 21 82 75 92 52 24 50 16 20 38 400 78 198 38 22 75 86 32 34 11 33 41 1 13 14
internal_value=0.000163491 -0.000932819 0.000125772 0.000170639 5.9065e-05 -0.001028 6.88412e-05 0.000924544 0.000216478 0.000359199 0.000287199 0.000117979 0.000337631 0.000380075 0.000155589 0.000183927 1.82466e-05 -0.000317369 -0.000817201 -0.00111122 -0.000833009 -0.00204487 -0.000214178 -0.000919763 0.000454169 0.000135816 0.00097732 0.000340303 0.000891101 0.000791118
internal_weight=254.355 1.64761 0.823777 252.708 73.5891 3.58883 2.23597 1.58738 179.119 73.1405 65.5125 105.978 62.3191 59.9075 100.798 97.721 44.3756 25.0724 13.5483 11.5589 9.56527 3.23336 6.33191 3.40044 19.3032 12.0005 7.30266 0.580943 1.98941 5.38554
internal_count=4034 879 324 3155 1239 222 178 96 1916 660 608 1256 584 568 1164 1126 726 577 379 328 250 162 88 56 149 97 52 76 51 64
is_linear=0
shrinkage=0.00196078


Tree=715
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 1 1 0 1 2 1 1 2 0 2 0 0 1 1 1 1 2 1 1 0 2 2 2 1
split_gain=0.0876995 0.999487 1.43558 0.721207 0.75006 0.59462 0.455501 0.696107 0.512741 2.15909 0.446238 0.364486 0.307174 0.331352 0.66304 1.54203 0.429157 0.346005 1.06838 1.63586 0.505531 0.708836 0.816021 0.488111 1.73352 0.29361 0.551075 0.846213 0.677888 0.756594
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 0.39091643965000006 0.39019789825000006 0.38976377950000002 0.52005927965000021 0.38552737940000009 37.311503175250003 0.4662734648500001 0.46280051495000007 37.198331469900005 0.5296248615500001 35.050303764500008 0.54386096225000014 0.5296248615500001 0.39408999735000005 0.39542229275000007 0.39542229275000007 0.39971857130000005 43.631818398850008 0.40509266190000009 0.41615520495000008 0.54136103710000005 40.80591513400001 40.377444152000002 40.206947806850003 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -3 7 8 9 -1 -10 12 13 14 -7 16 -16 18 -15 -20 -19 22 -22 -23 -25 -26 27 28 29 -27
right_child=1 5 3 -5 -6 11 -8 -9 10 -11 -12 -13 -14 17 15 -17 -18 20 19 -21 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0014813541939406134 -0.11733112112427416 0.083973876174667908 0.070121144758761869 -0.082652268394241862 -0.085277600380542051 0.050109304766659382 0.024298799572567399 -0.048131783283148363 0.051086831110452022 -0.09559552448205387 0.008948230544475088 -0.057461450437251205 0.031725557920015392 -0.095715383695805928 0.055656307286863438 -0.096250207893066403 -0.020514611539117454 0.039587251599005321 0.062611346149003003 -0.084424416269136798 -0.097090034350143406 0.020074747369848728 0.0072423003677017815 -0.094298174732351914 0.017639823764463811 -0.058494029340537761 0.0091636951771855348 -0.058962478782653455 0.039869656535333517 -0.0017005686566384745
leaf_weight=138.5500396047446 1.1579126696888118 0.54575032368302245 0.88149585618521065 0.48161456851812534 0.26021550952282269 0.68319817446172137 5.6012782661709926 1.8468989022076119 2.3390307631343594 1.4979782966547635 5.329171673161909 0.71440363567671639 1.9492346763581725 0.95614473102614228 0.81082993932068381 1.5590525630032059 1.1671486065424685 2.2828315878286949 1.2938301283866169 0.78723518339393184 1.0048725041560818 8.6338372613026859 0.93712547293398518 1.249217045638942 6.4353716264013192 1.8973092250525967 15.157949726331934 2.1877884659916154 1.8735607550479461 7.5748108649859205
leaf_count=1788 44 2 21 82 75 7 29 14 17 17 51 757 27 27 5 75 71 35 6 144 32 55 23 46 46 20 301 26 13 178
internal_value=0.00075706 -0.00178705 -0.0489152 -0.000114328 0.0347031 0.000408447 0.00178154 0.000938249 0.00155177 0.000443003 0.0218018 -0.000362498 0.000335495 -0.000747604 -0.0224254 -0.0364359 0.01071 0.00100258 -0.0253427 0.00698997 0.00262778 0.000830782 -0.0467437 0.00288343 -0.00119692 0.00211405 -0.00136832 -0.0131645 -0.00433333 -0.0130766
internal_weight=217.647 62.4827 2.78124 1.62333 1.14171 59.7015 155.164 149.563 147.716 140.048 7.6682 59.1558 58.4413 56.4921 4.22023 3.53703 1.97798 52.2719 3.03721 2.08107 49.2347 46.9518 1.942 45.0098 36.376 35.1268 28.6914 13.5335 11.3457 9.47212
internal_count=4034 2118 222 178 96 1896 1916 1887 1873 1805 68 1894 1137 1110 158 151 76 952 177 150 775 740 55 685 630 584 538 237 211 198
is_linear=0
shrinkage=0.0804263


Tree=716
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 0 2 0 0 0 1 1 0 1 0 2 2 1 1 0 2 0 1 0 2 2 0 2 0
split_gain=0.0873873 0.856985 0.417196 0.540754 0.509052 0.454228 1.16173 0.44954 0.334071 0.301822 0.555604 0.826178 0.849546 0.71128 0.583588 0.535334 0.519227 0.646339 0.463791 1.40922 0.886229 0.522731 1.09917 0.571712 0.424281 1.86186 2.33941 0.59668 0.585638 0.425938
threshold=40.467253020850002 40.413896136950008 40.80591513400001 40.750688432250008 40.890797847750008 0.54499865270000014 0.48537468940000006 40.94178426300001 0.4784437592000001 0.5231430197000001 0.52005927965000021 0.38370108680000009 0.37413550490000008 0.50706565670000014 0.38976377950000002 0.50278434775000014 40.241071441700008 40.040005255000004 0.36575252235000005 0.36533337325000009 0.49949103320000005 36.491284729650012 0.49336846205000007 0.34398670700000006 0.52770875125000016 38.748048509250005 36.124181380200007 0.52812790035000023 40.377444152000002 0.53833717555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -4 6 8 -6 -2 10 11 12 13 15 -12 16 17 18 19 20 21 22 23 -1 25 26 -11 -26 29 -29
right_child=2 -3 4 -5 7 -7 -8 -9 -10 24 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.026732231302149887 0.0068270342575108573 0.063953584112379294 0.032320997472477415 -0.066693291517953099 -0.051961103211715952 -0.046244983687573939 0.041449724708341046 0.00036966219546548309 -0.041271898089718394 0.017358244132455101 0.055410462298785906 -0.048627701205297025 0.042030877020206858 -0.052271895747295308 0.0084086162513853317 0.035616158031262238 0.030541599104003846 -0.035826989870278769 0.038252663485060713 -0.083030273568910656 -0.064996984243340328 0.0011183560405090044 0.092683334003627507 -0.069334377604113054 0.068823841762040552 0.03228420989969967 -0.15145071913748584 -0.026017602390421519 -0.081727290107153142 0.0036469398517322278
leaf_weight=1.5181237502402067 1.6004758081398849 1.70337407189072 3.7659361932892343 1.4249350941972814 1.2585171948885534 2.0359806819760715 3.1240670257247984 108.53404453232906 3.4608014135155827 1.0864272234030061 3.187518183141945 2.3398839578258039 4.1368875522166482 1.8387713469564904 5.3831410207785666 3.5013477709144345 3.7691398384049526 4.1163474292261517 2.3356844484806052 1.5394510179758061 1.3763587828725565 19.213394781283569 1.553968910127878 0.67969679840825836 0.89719258248806255 2.043700740672648 1.4559996870812026 4.3943912361282917 0.70350236567901347 22.202024278161844
leaf_count=101 70 15 37 15 16 37 25 2311 24 11 25 34 26 24 37 20 31 29 14 11 13 182 17 65 5 35 31 68 7 698
internal_value=0.000731983 0.00278532 -0.000760014 -0.0164519 0.000849305 -0.00944785 -0.000295115 -0.000230189 -0.0260621 0.0016182 0.00547436 0.00182304 0.00441302 0.000657893 0.0258891 0.0031154 -3.66715e-05 -0.00360126 0.00109995 -0.00225298 0.00285568 0.00692226 0.0366448 -0.00297728 -0.00502646 -0.0295837 -0.0793154 -0.00103235 -0.00332812 -0.00125438
internal_weight=216.181 90.9763 125.205 11.6463 113.558 10.2213 8.18534 109.793 5.06128 89.273 56.4897 47.9191 45.5792 41.4423 8.57066 39.6035 36.1022 32.333 28.2167 25.881 24.3415 22.9652 3.75179 2.19782 32.7832 4.58613 2.54243 28.1971 27.2999 26.5964
internal_count=4034 1499 2535 171 2364 156 119 2327 94 1484 629 567 533 507 62 483 463 432 403 389 378 365 183 166 855 77 42 778 773 766
is_linear=0
shrinkage=0.087056


Tree=717
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 0 0 0 0 0 1 2 2 0 1 1 0 1 1 0 2 0 0 0 2 1 2 2 2 2
split_gain=0.0867415 0.1479 0.26136 0.201 0.132061 0.460553 0.236751 0.448998 0.370847 0.165857 0.257118 0.670792 0.9321 0.215396 0.579971 0.477511 0.374809 0.308438 0.16571 1.57258 0.64619 0.554947 0.276749 0.131908 0.524287 1.11748 0.737658 0.716837 0.559773 1.25366
threshold=49.283271594150008 0.39718870690000002 49.835088602800006 50.448116877400004 0.31100865245000009 0.39672464895000009 0.42569084760000003 0.39606598605000004 0.39718870690000002 0.43260680815000008 0.33750486510000005 39.792680591700012 41.827117825850003 0.46739618575000003 0.34311846950000008 0.34452561300000012 0.46495613905000005 0.34398670700000006 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.47883296910000012 41.872294782850005 0.34542378970000004 41.147265497500008 39.577821550850011 42.686561923500008 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 18 7 -6 -9 -8 11 -11 -13 15 -15 -12 -17 -16 19 20 21 22 -1 24 26 28 27 -19 -26 -30
right_child=1 2 3 -5 6 -7 9 8 -10 10 13 12 -14 14 17 16 -18 23 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.026208886565956015 0.0040040301788670804 -0.090123499078659908 0.03930949516839681 -0.082995733946955169 -0.11029116159024147 0.067771063563522194 0.026658431779531495 0.0037207818781365906 -0.084349182673774933 -0.078496245223286298 0.060848370084206314 0.053262356286573741 -0.073364980313972289 -0.039744280948911137 0.028541283725970472 -0.085114668757711218 0.057039152960330582 0.020196853074155682 0.027202856897476202 -0.18829580500495294 -0.087065208001642594 0.090064493126299924 -0.085004669165421612 0.001635092431145687 -0.10065960084783233 0.0041382049410940477 0.017885243308719899 -0.027806474673112255 0.096526269101608886 -0.085347358692405437
leaf_weight=0.41899317712523065 1.0077650099992741 0.40315448762157746 0.29641802429614472 0.13012504188736784 0.35017148546467014 0.88514139025937755 1.6586868424201373 1.9632874017115685 0.3848330886739858 0.98404779611155335 1.1218717163428653 1.0652893750229848 0.61824066104600195 2.3577415710315099 2.7351001724600783 0.34144837494022784 0.19674469166420749 2.9631730630571891 1.0361659638583658 0.29456666111946095 0.32611645758151997 0.7366982102394104 0.23505525739892619 169.77548118889672 1.4416350012179457 3.5746388685656711 9.7900117622048111 7.1331128478050232 0.38583254814147927 0.75250827404670417
leaf_count=13 4 37 23 191 44 39 15 21 170 19 18 29 37 23 15 117 8 27 4 2 10 3 119 2756 40 92 46 43 1 68
internal_value=0.00063368 -0.017114 -0.0427643 0.00199797 0.000786404 0.01568 0.000506946 -0.0236358 -0.010713 0.000821811 0.000613004 -0.0246896 0.00676116 0.000946207 0.000703046 0.0303747 -0.0331482 0.00118335 0.000550766 -0.0131788 0.0168665 0.0412375 -0.0137596 0.00080122 -0.00463527 -0.0255586 0.0018403 -0.0137179 -0.0667045 -0.0237026
internal_weight=215.364 1.83746 0.829698 0.426543 213.527 3.93274 209.594 2.69829 2.34812 206.896 205.237 2.66758 1.68353 202.569 200.909 1.66006 0.538193 198.551 3.0476 2.01143 1.71686 1.39075 0.654048 195.816 26.0409 6.15461 19.8863 10.0963 2.57998 1.13834
internal_count=4034 255 251 214 3779 190 3589 235 191 3354 3339 85 66 3254 3111 143 125 3088 151 147 145 135 132 3073 317 201 116 70 109 69
is_linear=0
shrinkage=0.0820348


Tree=718
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 1 1 1 1 1 1 2 0 2 1 2 2 0 0 0 0 0 2 2 1 1 2 1 1
split_gain=0.0835835 1.04378 0.440872 0.706409 0.537743 0.81814 0.535943 0.862155 0.690925 0.293716 0.678763 0.507 0.841828 1.05451 1.07348 0.618209 0.720945 1.2002 0.492994 1.29418 0.621447 1.07192 0.685591 1.53962 0.541651 0.88067 0.984976 0.262013 0.306098 0.244696
threshold=39.458743938000005 39.525197829750006 0.33750486510000005 35.782584506850007 0.34674111555000003 0.47883296910000012 0.35738450945000005 0.36006406990000012 0.36359689830000008 0.36533337325000009 0.36945001650000003 0.37473428940000003 38.625745710700009 0.51191581090000016 38.478081868400004 0.39072183470000005 39.110279783550006 38.969453495950006 0.5223196910500002 0.52770875125000016 0.52925062125000011 0.53749887730000012 0.54228915300000013 37.784765830350004 36.728658719300007 0.40667944075000007 0.45280081435000008 38.064633603500006 0.34398670700000006 0.45206730335000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 27 -6 -8 -9 -10 -11 -12 13 -13 18 -14 17 -17 -15 -20 -21 -22 -23 24 -24 -26 -27 28 -4 -3
right_child=1 29 4 -5 6 -7 7 8 9 10 11 12 15 14 -16 16 -18 -19 19 20 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.012932847849817292 -0.064348107809682961 0.00072631294948987313 0.052927024766723986 -0.095272781204135917 -0.040194419131584454 0.065167583179572997 0.080509529696164706 -0.063122068546887705 0.023596569743996341 -0.03068105708372551 0.037372881180484985 -0.099523077124492904 0.047283113680862236 0.02331999337571234 -0.097910069244796824 0.01505697802820404 0.042366850285200493 -0.075105562586595426 -0.052163910258774891 0.043842357597666921 -0.092472003792943902 0.028488605851851024 -0.027669112464554804 -0.12002529072442959 0.096283696298632898 -0.087583854565151456 0.043544898429534601 -0.0059947952049302809 -0.0083530808150320442 -0.022326098231814709
leaf_weight=0.81506482716940698 1.633322835783473 153.68477449654347 1.366662053856998 0.74878055928274989 1.9450604674093472 2.2235381528735161 0.9078148501139357 1.0502600786021492 4.0206654146313658 3.9843825679272404 2.7703647874295703 0.77774290817979519 3.5931950919330102 4.3688681307248833 0.76055448161787254 3.0830694723408669 2.3233533589227591 1.3835350950685095 3.2770715093938625 2.1636439561843863 0.80854185251518984 4.1366346310824138 2.0260159641366045 0.77412396777435777 0.82212024927139316 0.59892079143901333 0.9716753174943733 3.5087524855043739 0.85842811810653064 3.0373114085268744
leaf_count=68 32 2242 24 60 34 15 26 19 25 25 22 16 20 34 26 34 46 30 43 16 29 25 275 69 2 32 45 21 43 636
internal_value=0.00055782 -0.000387036 0.00322638 -0.0388768 0.0044344 0.0237555 0.00113143 0.0029336 0.00132186 0.002909 0.000755469 0.00437144 0.00150264 -0.0075842 -0.00413123 0.0203061 0.00603004 -0.012871 -0.000555665 -0.0072513 0.00471307 -0.00363784 0.00406099 -0.0153981 0.00293171 0.0288427 -0.00645888 0.00769616 0.0292855 0.000279552
internal_weight=214.424 158.355 56.0688 1.56385 54.505 7.95738 46.5476 44.6026 43.6947 42.6445 38.6238 34.6394 31.8691 21.4859 20.7082 10.3832 6.78996 4.4666 19.9476 15.5787 12.3017 10.138 9.32949 5.19286 4.41873 2.39272 1.5706 5.73384 2.22509 156.722
internal_count=4034 2910 1124 128 996 103 893 859 833 814 789 764 742 612 596 130 110 64 570 536 493 477 448 423 354 79 77 88 67 2878
is_linear=0
shrinkage=0.0804263


Tree=719
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 1 2 2 0 0 2 2 1 2 1 1 1 2 1 1 2 0 0 1 2 1 1 0 1 2
split_gain=0.0893015 0.368818 0.598292 0.625867 0.613268 0.797621 0.46226 0.359016 0.391838 0.341716 0.215535 0.351221 0.287677 0.177674 1.39861 1.42978 1.56635 1.02193 0.813197 0.789135 0.222903 0.699696 2.91316 0.648302 0.398833 1.043 0.390019 0.362402 0.538937 0.353959
threshold=36.010074051050005 0.39670967935000007 0.51675099550000014 0.36533337325000009 0.49485045360000007 0.34398670700000006 34.466665687600006 34.41230404325001 0.5681267027500001 0.56859076075000015 35.171584490050009 33.151194885250007 0.31100865245000009 37.038444968100009 0.36491422415000008 0.38976377950000002 0.39736834230000012 36.491284729650012 0.3975479776000001 0.46280051495000007 37.784765830350004 0.5231430197000001 0.54136103710000005 0.40667944075000007 38.064633603500006 0.37347684200000003 0.37347684200000003 0.54429508100000012 0.45280081435000008 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 8 -3 -10 11 12 -1 14 17 -16 -17 -2 -18 -20 21 26 -23 -24 25 -22 -15 -25 -29 -26
right_child=13 6 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 20 15 16 18 -19 19 -21 24 22 23 27 29 -27 -28 28 -30 -31
leaf_value=0.088292834968948422 -0.00076024397172071037 -0.09567463533231671 0.039851237065031089 -0.026740478506253176 0.06175552290214778 -0.10240592970279852 -0.098751963245196667 0.090320745219524184 0.093177248405703586 -0.088072512293178487 -0.02950738825124884 0.078169816111008011 -0.09008238470205443 0.011596115492880445 0.029728491870212315 -0.12926045282175144 0.096789803090922819 -0.16313841417331196 -0.092170818036549432 0.084829938544996916 0.036084598471875756 -0.13960723146554163 0.10028621911390415 0.053228363066771436 0.021961908001376908 -0.074476367831495749 0.064364548258075999 -0.092406292674886828 0.025413693451821956 -0.00014595521667654874
leaf_weight=0.097462020814417238 0.46998026460641795 0.33244802686385699 3.8750118531752378 3.6192022459581494 1.6498337313532827 0.49603046017546137 0.5064721946419013 0.24887427128851414 0.23271341621875763 0.11235473993201595 0.397474714089185 0.69510893616825342 0.20313188608997734 1.9598231154959638 4.6774317920207977 1.0541095079388472 0.49315612763166405 0.70712742547038943 0.62290020960790571 0.26010035128638265 0.99686353275319506 0.96402215887792442 0.75718665122985873 0.75359948724508274 5.4377365300424563 1.6508923017718187 2.128387376666069 0.47767765028402187 0.69325944356387481 176.73235900079362
leaf_count=1 30 26 28 30 15 44 66 4 1 137 17 17 62 37 20 19 2 19 55 34 18 18 2 2 76 48 9 26 30 3141
internal_value=0.000538515 0.00754799 0.0128384 -0.0017846 0.0237365 -0.00946522 -0.033189 0.00265536 -0.0295471 0.034162 0.0236256 0.0448358 -0.0322475 0.00010343 -0.0121349 0.00213598 -0.0509702 -0.0983062 0.00899866 -0.0400327 0.00063 0.0148256 -0.0123592 0.0333838 3.59652e-05 -0.0328509 0.0390682 0.00706182 -0.0226504 0.00051396
internal_weight=213.303 12.4661 11.0333 7.15824 3.53904 1.88921 1.43286 0.92639 0.677516 0.345068 1.39318 0.995703 0.300594 200.837 8.28481 7.1077 2.43027 1.17711 1.37616 0.883001 192.552 7.73396 3.64575 2.68172 184.818 2.64776 4.08821 1.92454 1.17094 182.17
internal_count=4034 448 214 186 156 141 234 168 164 138 97 80 63 3586 179 130 110 49 91 89 3407 124 78 60 3283 66 46 58 56 3217
is_linear=0
shrinkage=0.085349


Tree=720
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 0 2 1 1 1 0 1 1 2 0 0 1 1 2 1 0 0 1 2 2 0 2 1 1
split_gain=0.0797854 0.518902 1.06741 0.81904 0.592579 0.591511 0.512815 0.203418 0.760282 0.527969 1.43933 0.658576 0.667236 0.19206 0.188865 0.586791 2.50923 0.589337 0.503189 0.333341 0.87063 0.330343 0.30459 0.48223 0.289856 0.72043 0.745932 0.458588 0.238793 0.548702
threshold=36.242939472700009 0.52404119640000013 0.51675099550000014 0.53749887730000012 0.36533337325000009 0.36491422415000008 0.54386096225000014 37.038444968100009 0.36491422415000008 0.38976377950000002 0.39736834230000012 0.5296248615500001 0.46280051495000007 0.43563066975000003 37.784765830350004 0.5231430197000001 0.54136103710000005 0.40667944075000007 0.37286308795000006 38.064633603500006 0.37347684200000003 0.52863686715000002 0.54429508100000012 0.45280081435000008 38.400997490450003 38.748048509250005 0.53866650695000018 38.969453495950006 0.34512439750000007 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -5 8 -2 -10 -11 -12 -13 -8 15 18 -17 -18 -9 20 -16 -22 -19 -24 28 26 -26 -27 -21 -30
right_child=7 3 -4 6 -6 -7 13 14 9 10 11 12 -14 -15 19 16 17 22 -20 24 21 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=0.0089813177376568375 -0.090016157694594257 -0.10362131693173271 0.068895779065769977 0.067496970297816358 -0.025530219377973354 0.10202755718002524 -0.011913404150984214 0.0024452857126950511 0.015937948978617188 -0.14342204993011198 0.10623177288043048 -0.09777896710417501 0.087830367024892456 -0.096843891833781184 0.035695198342170373 -0.1415096138447943 0.10467392074476753 0.052270837724414973 0.067361953984230921 -0.012424678977359426 -0.11219385200952117 -0.029967538833523988 -0.097329507738564303 0.02461167204653697 -0.071103601636477651 0.027604708672317943 0.0094584296494460793 -7.8978430540408733e-05 0.07567541488567911 0.0067070126749505903
leaf_weight=3.2300125722776998 0.96070146578131144 0.80119933444075231 2.4922205042093992 0.6983739007264379 3.6763197565451264 0.67816171050071705 1.5174750950536688 1.7618383257649832 3.9072486311197281 0.71627885359339405 0.44607391499448545 0.4648770918865921 0.24138104548001138 0.2551546869822231 0.96423716150456984 0.91109064605552736 0.69599890708923373 0.73399145901203144 2.2059971392154694 1.311387245019431 0.84442845619923879 0.76295332512017922 0.43530863104388096 0.68419639001513133 2.3337572601158167 5.0567302927302071 1.5819412838027345 167.7692856861031 1.494752451777458 2.579132142389426
leaf_count=161 42 24 16 7 32 3 39 36 17 13 4 44 21 204 18 18 2 2 10 10 15 33 26 30 33 46 29 3033 11 55
internal_value=0.000516193 0.00729464 0.0174707 -0.0240424 0.000572708 0.0251271 0.00176028 6.11837e-05 -0.0154089 -0.00299939 -0.0425972 0.0200746 -0.0343424 -0.0241384 0.000603611 0.0147636 -0.0124944 0.0336106 0.038537 3.41063e-05 -0.0323473 -0.0731646 0.00692593 -0.022804 0.000491329 -0.000139392 -0.0385566 0.000731021 0.0211913 0.0320123
internal_weight=212.213 13.3489 10.0767 3.2722 7.58449 3.90817 2.471 198.864 6.73656 5.77586 1.86861 1.15233 0.706258 1.77263 192.127 7.42842 3.46059 2.5495 3.96784 184.699 2.57162 1.60738 1.8535 1.11951 182.127 176.742 3.9157 172.826 5.38527 4.07388
internal_count=4034 486 212 274 196 164 250 3548 141 99 82 69 65 243 3407 124 78 60 46 3283 66 48 58 56 3217 3141 62 3079 76 66
is_linear=0
shrinkage=0.0905731


Tree=721
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 0 1 2 2 2 2 2 1 2 1 1 0 1 0 1 0 0 0 2 2 2 2 0 2
split_gain=0.76274 0.576912 0.581321 0.35395 0.687129 0.9202 1.12962 0.594514 1.095 0.491954 1.09309 0.704234 1.10152 0.749371 1.50954 1.42447 0.907481 1.68824 0.992845 0.827743 2.053 1.25265 0.608486 0.537353 1.45171 0.461906 0.45563 0.532831 0.443594 0.42786
threshold=0.4662734648500001 42.522337019050006 42.536568606950006 0.47721625100000004 0.35471991855000007 0.34829795515000012 0.49787431515000008 0.34551360740000009 42.686561923500008 39.577821550850011 40.137820134150012 40.563919884450009 40.80591513400001 0.34575312120000007 41.360869295700006 0.34587287805000005 0.34545372890000009 0.48200652675000005 0.34524415440000006 0.4815274992000001 0.34494476210000008 0.48351845755000006 0.4784437592000001 0.47961138885000004 42.141702038450013 40.316494640950005 42.719328117250008 44.756878345700009 0.48244064550000004 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 9 -7 -1 -9 -5 -11 25 -13 16 -15 28 18 -18 19 20 -14 -21 -22 24 -17 -12 -10 -28 -16 -25
right_child=1 2 -4 4 -6 6 -8 8 26 10 11 12 13 14 15 23 17 -19 -20 21 22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=5.6183466290113435e-05 -0.0021024713276651683 0.0022089592330189513 -0.0019931860103335223 0.000831623270214086 9.4635038297615639e-05 0.00015291436017218028 0.0018327909874071523 -0.0022600998359351447 0.0020986519226592506 -0.00062721402516619775 0.00027535774628528547 -0.00083394195400069478 0.00050128845462767753 0.0018827634227745042 0.00035058884340100657 0.0020415179067672508 0.0001284855064734545 -0.0015496754152966824 0.0007414908984286387 0.0010958849467068679 -0.00049177264548265292 -0.00039483589496419966 -0.0017988811695857951 -0.00046071771600217847 -0.00051272871685312217 0.0010951390088630593 -0.002075432381320453 0.00061357225935815209 0.0015820794719124988 0.00026794005532967453
leaf_weight=30.933412378435605 0.99769868475232104 0.30157303810119629 0.21811371271905955 5.5531364455819121 121.79332200767385 2.8906693942844859 3.2912991754710674 1.2437638871779193 0.37121126055717457 5.3698509484529486 4.5525879859924299 3.6523920074105254 5.5679854769259745 2.8685724064707783 1.5776560381054903 1.7024402469396585 7.7938177203759533 3.2725009843707085 11.582094093784688 5.1260630637407285 2.5718086548149586 3.7545269094407558 2.9283617376349866 6.6135891973972303 1.719594534486532 6.2983238399028778 0.45030096749542259 0.76398229971528053 3.9156868457794189 5.8288442231714725
leaf_count=699 479 1 277 30 1764 17 41 76 2 25 19 19 29 18 11 21 42 31 72 18 20 29 21 28 26 28 48 57 58 28
internal_value=0.000156157 -0.00122989 0.000445309 0.000164437 0.000193098 0.000314929 0.00104729 -2.25057e-05 -0.000882846 0.000265851 0.000229612 0.000286187 0.000214592 0.000271902 0.000547236 0.000367861 0.00011531 -0.000367776 0.000284858 1.97406e-05 -0.000338029 0.000465639 -0.00118769 6.98832e-05 0.000757993 0.000751193 0.000197561 -0.00038361 0.0012284 -0.000119367
internal_weight=255.505 1.51739 0.519687 253.988 220.225 98.4318 6.18197 33.7627 2.82926 92.2498 86.6967 81.3268 70.4759 66.8235 24.2264 21.3578 42.5972 11.0663 31.5308 19.9487 11.0682 8.88059 5.50017 15.8645 3.42203 10.8509 1.58549 1.21428 5.49334 12.4424
internal_count=4034 757 278 3277 2395 631 58 882 183 573 543 518 471 452 190 172 262 73 189 117 70 47 41 103 47 47 107 105 69 56
is_linear=0
shrinkage=0.00196078


Tree=722
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 0 1 2 0 0 0 2 1 0 1 0 1 0 2 2 2 0 2 1 0 2 0 0 1 1
split_gain=0.0914572 0.225745 0.156564 0.141963 0.204648 0.187949 0.572623 0.262921 0.170004 0.502495 0.333974 0.124647 0.115626 0.625154 1.08388 2.04158 0.772583 1.39143 1.50856 0.640777 0.901341 0.576382 0.72021 0.941449 1.44495 0.446392 0.410255 1.79637 0.739152 1.60085
threshold=32.724174661450007 0.38906020780000011 0.53043322055000008 34.883496062400006 35.050303764500008 0.49485045360000007 0.36575252235000005 34.654301448200009 0.51675099550000014 0.54429508100000012 0.5681267027500001 35.419594101850009 0.36006406990000012 0.50278434775000014 0.37286308795000006 0.50086823750000009 0.37078231190000005 0.51401155655000019 41.898943182100005 38.244973486750006 47.927946529500012 0.48637765340000011 41.872294782850005 0.34587287805000005 0.49336846205000007 43.157831852650006 0.51675099550000014 0.52005927965000021 0.38552737940000009 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 -1 -3 5 -5 -2 -7 8 -8 -10 -11 -6 21 14 15 19 -15 18 -18 -14 -21 -13 23 -23 -25 -24 -19 -28 -29 -30
right_child=3 2 -4 4 11 6 7 -9 9 10 -12 12 13 16 -16 -17 17 26 -20 20 -22 22 25 24 -26 -27 27 28 29 -31
leaf_value=-0.050528893260938283 -0.017558680857189739 0.092360589028265092 -0.088179866379847274 -0.04381994733101064 0.020270938011483747 0.091871201166894956 -0.0048752395386126388 -0.038913220551254679 0.083117573013606366 -0.097887213009944185 0.036856081725055431 -0.00048984280875916304 0.0052493280410155314 0.033056543192908738 0.05573006111637193 -0.15991679038844361 -0.094179541060147698 0.030571878050795878 0.012308215406129724 -0.082879953828915179 0.068809867342514444 0.092641057824102133 -0.0079584078566670782 -0.025647619631001532 0.076285986569175041 0.03092613714514519 -0.11405317318732362 -0.073016152655783179 0.053679047265220152 -0.0013072151179163763
leaf_weight=0.70437653284898161 1.052445019915466 0.16370262205600739 0.046813454415087108 0.7921438033481526 2.3919418007744744 0.75821944326162372 1.0858607206027961 0.71193943358957756 0.85213121958076932 0.24999947869218886 0.31515391805805848 94.358509800047614 3.1623704582452765 5.0649288520216933 1.0372721095700397 0.9221184505149721 2.4808570543536907 3.3315511123510069 1.6985280082808456 1.731635455900687 0.35830335691571225 1.8508976548910165 7.6494089588522893 2.440547801554203 1.8550211582332847 3.162535797804594 1.0437542296567688 1.0080931955599215 4.274930420680902 65.421296728399284
leaf_count=89 35 1 108 15 33 11 9 11 5 13 57 1192 18 39 54 11 48 25 42 116 4 20 45 19 39 24 25 17 27 1882
internal_value=0.000577177 -0.0268881 0.052213 0.000696231 0.000343609 0.0151524 0.0238168 0.00776744 0.0210443 0.0409026 -0.0227485 0.000514059 0.000281095 -0.00201094 -0.026612 -0.040445 9.30293e-05 -0.00201345 -0.0509023 -0.0194701 -0.0568739 0.00216583 0.0169423 0.0407367 0.0183719 0.00341547 0.000707991 -0.000678709 0.000994952 0.00206546
internal_weight=211.977 0.914893 0.210516 211.062 206.037 5.02575 3.9733 3.21508 2.50315 1.41728 0.565153 205.245 202.853 91.5356 7.2117 6.17443 84.3239 79.259 4.17939 5.25231 2.08994 111.317 16.9584 6.14647 4.29557 10.8119 75.0796 71.7481 70.7043 69.6962
internal_count=4034 198 109 3836 3695 141 106 95 84 75 70 3680 3647 2308 203 149 2105 2066 90 138 120 1339 147 78 58 69 1976 1951 1926 1909
is_linear=0
shrinkage=0.087056


Tree=723
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 2 2 2 1 1 0 0 2 1 2 1 1 2 2 1 0 2 1 0 1 1 2 1 2
split_gain=0.0778398 0.140336 0.242325 0.138494 0.113618 0.368094 0.153707 0.684732 0.7366 0.49126 1.00359 0.712374 0.462795 0.396263 0.149896 0.701495 0.233424 0.636231 0.163838 0.593387 0.639205 1.47845 0.295774 0.326588 0.245938 0.819242 0.29433 0.465986 0.317377 0.219801
threshold=49.283271594150008 0.39718870690000002 0.55677973715000018 0.55832160710000012 48.778770352700008 0.39672464895000009 43.961868063600001 48.457543166250012 47.927946529500012 0.35862698720000002 0.34524415440000006 0.37331217625000007 0.54228915300000013 47.709122305950011 0.32058920395000007 35.782584506850007 0.32388251845000005 0.33750486510000005 43.384297312450009 43.525909308350002 0.34527409360000011 0.48898236580000004 43.847983878700006 0.39814676205000005 0.46898296455000005 0.33992994225000006 0.34467530910000005 39.458743938000005 0.3447052483500001 43.89540535710001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 14 8 9 10 11 -8 -11 -14 15 -1 -16 -18 24 -20 -21 -22 23 -23 25 -19 27 -26 -28 -24
right_child=1 2 3 -5 5 -7 7 -9 -10 12 -12 -13 13 -15 16 -17 17 18 19 20 21 22 29 -25 26 -27 28 -29 -30 -31
leaf_value=0.050200450303494945 0.0040129044066210678 -0.072467834353559898 0.09295230324813003 -0.089290561857402265 -0.0085137189625682213 0.033899331368943589 0.04337208086241804 -0.1119547815448354 0.063897854848740027 -0.10086062980140778 0.040094145783320358 -0.10407442731859126 -0.094221995948636048 0.056229263498134237 0.034021333376529427 -0.098672612715106647 -0.074691530667681791 0.087740242970547722 0.054059026001820928 0.053360273948317716 -0.14268400074072468 -0.055443436472165535 0.0099110488892772009 0.02012663231330622 0.045003124371843554 -0.050257329871605937 -0.045023297754198194 0.0026201415263425241 0.00034716667432238844 0.080888637882385275
leaf_weight=0.44495253154309355 1.0073796212673176 0.60916708422519139 0.12913601100444794 0.044110842969530495 3.2888426147401324 3.1672778418287635 0.36297276429831915 0.5103104228619485 1.0176666953047968 0.91395830172768888 1.9514825829537583 0.8965100662317127 0.22034165699733421 0.36953321902547032 1.6674930248700537 0.5683499377410044 0.87963561608194041 0.40645423904061262 2.0883700954145743 1.2633701199665663 0.64128294558031473 0.97019865480251632 1.103770140558481 0.84247746106120758 3.0045953914523107 2.0503007067236467 1.2243410544469941 6.4074907912872732 172.27617179748745 0.49979815576807585
leaf_count=26 4 90 1 160 26 33 4 13 26 221 34 70 126 10 30 180 85 7 31 9 16 39 6 26 23 187 14 39 2438 60
internal_value=0.000539199 -0.0179002 -0.046114 0.046551 0.000697078 0.0122935 0.00032751 -0.0133895 -0.00461512 -0.0194033 0.000212441 -0.0615815 -0.0612866 2.97521e-05 0.000763655 -0.0333008 0.000940372 0.000655529 0.000999333 0.0139475 -0.00179564 -0.0189692 0.00425397 -0.0203207 0.00048179 -0.0274265 0.000856635 0.0161499 2.70009e-05 0.0320333
internal_weight=210.828 1.78979 0.782414 0.173247 209.038 6.45612 202.582 6.24278 5.73247 4.7148 3.21097 1.25948 1.50383 0.589875 196.339 1.0133 195.326 193.658 192.779 7.40927 5.3209 4.05753 3.41624 1.81268 185.369 2.45675 182.913 9.41209 173.501 1.60357
internal_count=4034 255 251 161 3779 59 3720 504 491 465 108 74 357 136 3216 206 3010 2980 2895 187 156 147 131 65 2708 194 2514 62 2452 66
is_linear=0
shrinkage=0.0887971


Tree=724
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 1 2 0 2 2 2 0 1 0 2 2 1 1 0 0 0 2 2 1 0 1 1 0
split_gain=0.358108 1.36672 1.13099 0.941589 1.07838 0.905255 0.866448 2.41073 0.639714 0.602702 0.633923 1.34817 0.802981 0.899983 1.21642 0.929084 2.33847 2.55733 1.35033 0.624383 0.73335 0.617057 0.602456 0.660941 1.38981 0.82929 0.590403 0.586258 0.55547 1.31038
threshold=0.50706565670000014 0.37668033890000002 0.50339810185000011 0.38370108680000009 0.38552737940000009 0.37078231190000005 0.36698003050000011 0.37286308795000006 41.872294782850005 0.47883296910000012 41.319407281650008 41.535369675400013 41.685324604100011 0.48068920095000006 0.3453938505000001 0.48351845755000006 43.272784938550004 42.779078631750004 0.34542378970000004 0.35275889945000011 0.46495613905000005 0.48351845755000006 0.4784437592000001 41.942745071500006 42.434124620650003 0.34569324270000007 0.49094338495000006 0.3459626957000001 0.34554354660000003 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -3 -5 -2 9 -8 -4 19 28 21 -13 14 -14 18 17 26 -15 22 -21 -12 23 -1 -25 -26 -17 -20 -11 -30
right_child=1 3 8 4 -6 -7 7 -9 -10 10 11 12 13 15 -16 16 -18 -19 27 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0002199748311602986 -2.5085177356549902e-05 0.00083171968470081067 0.00040962670897622518 -0.001810282684962346 7.9370992581101791e-05 -0.0016971226498454629 -0.0026939839870895339 0.00089692088396343755 0.0017168971941298999 0.00072334827454030473 -8.2968306083247407e-05 0.0011902600675465483 0.00026843959093193369 -0.00014981362870681911 -0.0012850504514078384 -0.00023850428628492245 0.0013741001432814605 -0.0018116143418054965 0.001414593478181504 -0.00094543902881059677 0.0017758274640485277 -0.0012975982874243444 -0.000845901536138874 -0.0023118542300984927 2.701088265887112e-05 -0.0014661862329958804 0.00077056318995322268 0.00040010913314896088 -0.00039290763558201238 0.00058572102789951959
leaf_weight=29.038351626360964 2.2695068567991248 6.4233843996189526 2.9047518242150536 1.1764826759463165 88.746006108884103 2.7575120568508282 1.4342917545000085 1.4408686654423943 2.8524362950120121 18.191482998430729 3.1684029251337043 3.3135196790099135 4.4535681493580332 5.0022204592824009 3.4306717868894339 5.7955703958868998 3.7608243376016608 3.5082209035754195 6.9507455080747587 0.50848968052014187 1.5154819229283019 3.2652127221226692 3.170766321476548 1.183935570326869 15.179497508564966 1.5787076353444707 3.6228419132530689 3.1975713633000851 7.7749076969921616 16.265575679019094
leaf_count=442 14 49 24 12 2169 55 18 60 32 92 13 27 22 23 29 29 14 29 72 110 22 33 29 57 317 42 18 13 37 131
internal_value=0.000144775 5.44503e-05 0.000204814 0.000106455 5.46481e-05 -0.000942262 0.00017137 -0.000894424 0.00105732 0.000192668 0.000288394 0.000137764 0.000262919 0.000185562 -0.000407531 0.000332434 1.32774e-05 -0.000382635 0.000683966 2.44232e-05 0.00109215 -0.000699422 -1.86676e-05 3.71633e-05 -0.000258707 -0.000113656 0.000149639 0.00109495 0.000464839 0.000269224
internal_weight=253.882 101.373 152.509 96.3459 89.9225 5.02702 146.752 2.87516 5.75719 143.877 91.7013 49.4694 43.0358 39.7222 7.88424 31.838 16.6875 12.9266 15.1505 52.1752 2.02397 6.43362 50.1513 46.9805 17.9421 16.7582 9.41841 10.1483 42.232 24.0405
internal_count=4034 2299 1735 2230 2181 69 1679 78 56 1601 582 322 276 249 51 198 90 76 108 1019 132 46 887 858 416 359 47 85 260 168
is_linear=0
shrinkage=0.00196078


Tree=725
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 1 1 2 2 2 0 0 2 2 0 1 0 0 0 1 0 1 1 1 0 0 0 2 0
split_gain=0.0780159 1.00423 0.3359 0.84779 1.4668 1.41112 1.05481 0.636782 0.390116 0.244261 1.29786 0.243505 2.49415 1.31134 1.06841 0.745396 0.900555 0.956743 0.971142 0.732544 0.544759 0.591088 0.515713 0.973085 0.901485 0.868879 0.365085 0.819683 0.759326 1.42987
threshold=41.218101594450012 41.147265497500008 41.535369675400013 0.48797940185000005 0.52688542260000015 0.34584293880000011 0.3453938505000001 0.34485494450000004 41.605323437500005 41.741384785950011 41.685324604100011 0.48068920095000006 0.48028502140000007 41.872294782850005 42.686561923500008 0.47769527860000011 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.47997065955000012 0.34494476210000008 0.48351845755000006 0.34509445825000007 0.34524415440000006 0.3453339720000001 0.48537468940000006 0.4778150355000001 0.47769527860000011 42.719328117250008 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -2 -4 10 -10 12 13 -11 15 16 17 18 -15 26 -13 -22 -23 -24 -25 -26 27 28 -16 -30
right_child=2 -3 8 4 -6 -7 -8 -9 9 11 -12 20 -14 14 19 -17 -18 -19 -20 -21 21 22 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00091322459674234848 -0.035705265389946547 0.056818444427468598 0.028943551828602785 -0.13067799191135146 -0.010899178945049727 0.050733580029298814 -0.064847705867583233 0.015065699284029316 0.010687208951914454 0.048519904576297616 -0.11758188686349227 -0.044307180375796132 -0.15175202754822903 -0.096606472995902054 0.097102519977624771 -0.099249638735805668 0.033127786685412559 -0.10610066517364392 0.1047219768938442 0.072725268993006784 0.024148690037201017 0.073402720858970399 -0.10268345176280545 0.10014443571156001 -0.064366351548273415 0.0024178576247151661 -0.032953802588588509 0.094602670312473144 0.0055751196936046719 -0.085366430710409016
leaf_weight=110.56297981409898 2.8048060499131697 2.4899865314946501 3.6593192836153312 1.1565118101425462 2.3478107323098811 2.9689286943757898 2.6423329263925543 5.6308220463688485 2.1801891484137736 3.460247674782301 0.82370166311739001 1.6836687698960293 0.8617642242461433 0.31755089171929629 0.54830017685889565 1.39302745857276 1.2993204150261588 1.2605141992680726 0.42407268285751343 1.0255590081214911 10.648502040654419 0.72812221944332023 0.69405511021613975 0.68713557720184226 1.5450887009501446 33.219357181483247 2.5983756436035046 0.69807218015194017 8.7530100019648653 1.5409771831473325
leaf_count=1801 31 31 31 34 42 20 22 29 64 23 15 9 8 47 3 42 24 34 1 3 101 2 9 2 20 1169 32 4 272 109
internal_value=0.000587881 0.00214453 -0.00121521 -0.0121222 -0.0504291 -0.00256562 -0.01685 -0.0018154 0.00117617 -0.000153962 -0.0244857 0.000841991 -0.00631149 -0.00093667 -0.00955412 -0.0458459 -0.0233126 -0.0599405 0.0185165 0.00168091 0.00435735 0.00608149 0.000864 -0.000597229 0.00140137 -0.000550334 -0.00347232 0.0031656 -0.0027215 -0.00803854
internal_weight=210.654 113.053 97.6011 17.5512 3.50432 14.0469 11.078 8.43563 80.0499 76.3906 3.00389 73.3867 24.1808 23.319 19.8588 4.69449 3.30146 2.00214 0.741624 15.1643 49.2059 47.5223 36.8738 36.1456 35.4516 34.7644 14.1387 11.5404 10.8423 10.294
internal_count=4034 1832 2202 178 76 102 82 60 2024 1993 79 1914 602 594 571 148 106 82 48 423 1312 1303 1202 1200 1191 1189 420 388 384 381
is_linear=0
shrinkage=0.087056


Tree=726
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 0 1 1 1 0 2 1 1 1 1 0 2 1 2 2 1 0 1 2 0 2 2 0
split_gain=0.0752268 0.204432 0.260305 0.244268 0.148001 0.196255 0.170574 0.141464 0.261165 0.408274 0.876708 0.251455 0.718791 0.154913 0.130885 0.277 0.242794 0.234412 0.428372 0.779501 0.665093 0.441359 0.230089 1.03602 0.81119 0.324001 0.321933 0.317931 0.155775 0.150851
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.58650938595000024 42.522337019050006 42.536568606950006 0.56719858685000013 0.43837010870000009 0.44922307715000004 0.44805544745000009 0.56395018115000017 42.283941020600004 0.45206730335000006 0.46280051495000007 0.45036076765000005 0.44805544745000009 0.54646567465000018 41.066313126200008 0.40667944075000007 42.094663496250007 43.487767439550005 0.42473279245000012 0.54064249575000012 0.42114008565000011 42.006870117350005 0.54499865270000014 42.686561923500008 40.844669808050007 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 11 -9 10 -10 14 -13 -11 15 16 17 22 19 -19 -20 -22 24 25 26 -24 29 -27 -21 -1
right_child=1 2 3 4 5 6 -8 8 9 13 -12 12 -14 -15 -16 -17 -18 18 20 28 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0015587892694688605 -0.094982549582588505 0.065955706806706732 -0.099384689854351532 0.089260568454054265 -0.097521806990914936 0.098870984864071296 -0.094367610755215936 0.043566577671182001 -0.11749028209565335 0.034862645216937362 0.035865492655669184 -0.1084992816628972 0.018797714318231851 -0.0020210568639684699 0.028240883511936349 -0.026984529304531869 0.040363161628473573 0.020429335351975782 0.027943674267492693 -0.10142500045177323 -0.10585345750720725 0.017160950092865598 -0.14289342859560933 0.048142414231444976 -0.060461087370028518 0.098758580578378982 0.040896402916758251 -0.099032828047390345 -0.040533426906424877 -0.010789781573998188
leaf_weight=169.56858337003723 0.26912031882807141 0.33642906160093822 0.30421311756981595 0.14148560368630569 0.17186093798227375 0.13522070646286011 0.057944048314311658 1.9085836724261742 0.6763096045469863 2.1862117052078247 0.64835792779922485 0.70076957769924664 0.89941414035274647 1.8812683454016221 1.5047918759955781 3.2393807661428573 1.3676740645896632 1.0231009498238557 2.7783237718977039 1.2294854362844487 0.67624293919652678 0.41973916933056898 0.35974572770646718 2.9810696439817548 1.9071568611543614 0.13224458694458008 1.8067689407616843 0.15883867437514709 0.53557298332452763 9.2644002123270166
leaf_count=2374 433 11 80 6 135 1 267 39 38 11 2 46 15 85 17 37 10 5 28 101 23 47 13 21 18 1 15 80 4 71
internal_value=0.000577322 -0.0210667 -0.00372614 -0.0326422 0.00744358 -0.024269 0.0409048 0.0007248 0.0136095 0.00300601 -0.0424304 0.000255759 -0.0369495 0.0178034 0.000555002 0.000344002 0.000799839 0.000519247 -0.0168482 -0.0450146 0.00342179 -0.0587414 0.00114075 0.0246264 0.000673484 -0.0830867 0.00131893 -0.00917248 -0.0829486 0.000919074
internal_weight=209.27 1.41627 1.14715 0.810724 0.506511 0.365026 0.193165 207.854 7.30073 5.39215 1.32467 200.553 1.60018 4.06748 198.953 197.448 194.209 192.841 6.66247 2.78816 3.87431 1.09598 186.179 3.6319 182.547 0.650829 180.64 0.291083 1.76506 178.833
internal_count=4034 933 500 489 409 403 268 3101 175 136 40 2926 61 96 2865 2848 2811 2801 208 110 98 70 2593 115 2478 94 2460 81 105 2445
is_linear=0
shrinkage=0.0942322


Tree=727
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 1 0 2 0 1 1 1 1 1 0 1 0 2 0 1 1 2 2 0 1 2 2 0 1
split_gain=0.0717866 0.83528 0.27059 0.670507 1.45247 2.56586 1.18244 1.00148 0.329104 0.217739 1.0639 1.46312 0.663143 1.3163 0.58977 1.52879 1.15518 0.851523 0.673432 0.385247 0.355118 0.32632 0.360758 0.660548 0.452418 0.45984 0.227566 1.67922 0.822784 0.759994
threshold=41.218101594450012 41.147265497500008 41.535369675400013 0.48797940185000005 0.37003383130000006 0.53749887730000012 0.34584293880000011 0.4784437592000001 41.605323437500005 0.47865333370000007 0.34479506600000004 0.34503457980000002 0.34521421515000011 0.34545372890000009 0.34569324270000007 0.48447651265000008 0.34479506600000004 0.48797940185000005 40.523311941050004 0.47396784530000008 0.35275889945000011 0.33992994225000006 39.458743938000005 37.311503175250003 0.45589952400000006 0.32058920395000007 39.861052345600008 40.003678352300007 0.49336846205000007 0.36160593995000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 -5 -6 7 -2 -4 10 19 -12 -13 -14 16 -16 -11 -17 -18 21 -15 22 23 24 25 -1 28 -28 -19 -29
right_child=2 -3 8 4 5 -7 -8 -9 -10 14 11 12 13 20 15 17 18 26 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.038367221515529855 0.0090624113478262255 0.053075114970044995 0.026777505935200549 -0.13897117786858049 0.056276009884676813 -0.12012156829841829 0.047590531683159222 -0.043474735568792652 -0.00032102364735087888 -0.024185581893683052 -0.14704255145524783 0.025407092243486799 -0.10171209114700201 -0.025394397639459335 -0.053947082583696293 0.058250408957058949 0.044897738615480499 -0.082204394932603286 0.0033679054452827907 0.026511030016698266 0.068921734392975637 -0.025560104044003336 0.06485205722668369 -0.10089506322831904 0.089746147138212204 -0.098826512948883991 0.061100383726318819 0.056871975050138017 -0.0013580050544028397 -0.0070850988219509931
leaf_weight=0.46033625851850801 5.922650396445535 2.3725574077980118 3.5576470832165787 0.9202487245202059 1.6162463221699002 1.0189422530820591 2.8462731803301713 5.1331206560134888 75.012177378642264 3.9071300439536598 0.83165103067585633 1.5146101320424348 1.479048985111149 0.61911968316417165 3.891237498013651 1.9872548952698696 8.1858538724482042 0.97386216558515926 4.6345632001757613 4.472431511618197 0.59170420039117744 3.2798882579918427 0.78999253138317715 0.42103297048015509 0.4967319443821907 0.30973625756087131 3.7285428351824548 1.5199624812230492 46.848239190223239 19.131317832681816
leaf_count=48 36 31 31 12 28 36 20 46 1993 24 30 60 15 14 28 10 38 13 23 28 42 39 40 32 7 46 41 25 926 272
internal_value=0.000475805 0.00196866 -0.00127231 -0.0110761 -0.0448128 -0.0119312 -0.00244798 -0.0153302 0.000906 0.000867106 -0.00878183 -0.0415367 -0.0206675 -0.0466111 0.00242081 -0.000757258 0.0172553 0.00203256 0.0298848 0.00734285 0.0206959 -0.00754645 0.0162981 -0.00642757 0.0249695 -0.0168144 0.000485243 0.0073303 -0.00300438 -0.00237777
internal_weight=208.474 112.447 96.0273 17.4575 3.55544 2.63519 13.902 11.0558 78.5698 110.074 15.2663 5.03613 4.20448 2.68987 94.808 78.0804 16.7275 74.1892 12.8204 10.2301 1.21082 5.75772 2.47783 1.68784 1.2668 0.770073 72.2019 24.3798 47.8221 20.6513
internal_count=4034 1832 2202 178 76 64 102 82 2024 1801 401 161 131 71 1400 1315 85 1287 61 240 56 212 173 133 101 94 1277 338 939 297
is_linear=0
shrinkage=0.087056


Tree=728
num_leaves=31
num_cat=0
split_feature=2 1 0 2 0 0 2 2 1 1 0 1 2 2 0 0 1 2 2 1 1 1 0 0 1 1 0 0 0 1
split_gain=0.0771005 0.197377 0.141396 0.133333 0.311909 0.387273 0.409566 0.353791 0.0802617 0.0928672 0.0771072 0.985498 0.649678 0.737051 0.647461 0.821009 0.733009 0.922772 0.418263 1.50017 1.62615 1.14953 0.905337 0.651506 0.450749 0.352921 1.44479 0.640384 1.28823 0.651189
threshold=32.724174661450007 0.38906020780000011 0.53043322055000008 34.654301448200009 0.51191581090000016 0.51505942935000004 34.41230404325001 34.19870408380001 0.38552737940000009 0.33992994225000006 0.50706565670000014 0.37668033890000002 39.861052345600008 43.084235337800003 0.50278434775000014 0.50086823750000009 0.36575252235000005 41.872294782850005 38.625745710700009 0.36575252235000005 0.36533337325000009 0.35651627195000007 0.47817430615000006 0.4778150355000001 0.36006406990000012 0.38052752915000004 0.51401155655000019 0.51505942935000004 0.52005927965000021 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 8 -3 4 7 -6 -7 -2 9 -1 14 12 -12 -14 15 18 -16 -18 19 20 23 -20 -23 -5 -25 -13 -27 -28 -29 -30
right_child=3 2 -4 10 5 6 -8 -9 -10 -11 11 25 13 -15 16 -17 17 -19 21 -21 -22 22 -24 24 -26 26 27 28 29 -31
leaf_value=0.03527370305806965 -0.049849237525194261 0.093722810484158231 -0.089923916138770765 -0.010167448529518541 0.094784728804265944 -0.014252193588734757 0.092010197109739705 0.033074996709163917 -0.10499349848241636 -0.052577810938684702 -0.0011696718276147271 0.02985219963872307 -0.1072442002320846 -0.0096888718982682722 0.079648306712748779 -0.062089807404043157 -0.02033938104823434 0.062632437895422985 0.0010032888517170391 0.092019899558560242 -0.081165808111004309 0.037809864413807494 -0.076147082880492295 0.071268094504612703 0.01471006660662998 -0.14675030152907631 0.097790395741639641 -0.098438130620242315 0.032494122065871003 -0.0012843286158702673
leaf_weight=0.12402380537241597 0.89254606043687024 0.15057538449764252 0.042356337851288117 3.3373767017619667 0.67862805724144015 1.0862729657146699 0.38820663884325757 0.74370707594789565 0.15290854126214981 0.40371901037360658 1.7603164240717877 3.093334828503429 1.6415518121793868 0.97236922406591464 1.682989372871815 1.6466365257074347 2.8022200241684914 1.6969024512509348 100.60188195742376 1.784909246409369 1.5108340382575987 0.69609595976362415 2.6137826112062612 2.1270741056650877 2.3261348195374012 0.53069818156291049 0.52739859814755519 1.04178780112852 4.8314674273133269 65.621275090895324
leaf_count=58 25 1 108 117 4 59 17 21 2 29 13 31 38 16 19 28 24 27 1152 12 10 105 74 25 19 17 4 23 39 1917
internal_value=0.000450809 -0.0258737 0.0534049 0.000562099 0.0170652 0.0392738 0.013725 -0.0121587 -0.0483453 -0.031932 0.000253807 -0.0018911 -0.0428708 -0.070954 0.00165119 0.00016698 0.0296554 0.0109545 0.00105842 0.0174536 0.00314462 -0.000690777 -0.052181 0.019495 0.041725 0.000478553 -0.000773814 0.000301823 -0.000417327 0.00103211
internal_weight=207.51 0.873583 0.192932 206.636 3.78936 2.15311 1.47448 1.63625 0.680651 0.527743 202.847 80.0202 4.37424 2.61392 122.827 116.645 6.18211 4.49912 114.998 11.0863 9.30142 103.912 3.30988 7.79059 4.45321 75.646 72.5526 72.0219 71.4945 70.4527
internal_count=4034 198 109 3836 126 80 76 46 89 87 3710 2098 67 54 1612 1542 70 51 1514 183 171 1331 179 161 44 2031 2000 1983 1979 1956
is_linear=0
shrinkage=0.0887971


Tree=729
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 2 1 1 2 0 1 0 1 1 0 0 0 2 1 2 1 0 2 0 0 1 2 2 2
split_gain=0.520702 1.54337 0.816816 1.22851 1.17822 1.12593 1.3913 0.687088 0.878352 0.721594 0.663014 2.04508 2.33455 0.815344 0.859825 1.05838 0.926941 1.70081 0.487191 0.483322 0.452795 0.932897 1.11254 0.805934 0.742503 1.25947 0.692195 0.862199 1.5258 0.576131
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37413550490000008 0.37473428940000003 47.927946529500012 0.38370108680000009 0.38552737940000009 40.040005255000004 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.52688542260000015 0.52432561900000019 33.96174662340001 0.4662734648500001 35.419594101850009 0.36006406990000012 0.48637765340000011 41.872294782850005 0.48797940185000005 0.49336846205000007 0.36698003050000011 38.244973486750006 47.927946529500012 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 5 -4 -2 -7 9 -9 -6 -10 -12 -13 -14 -15 -16 17 -17 -1 -18 -20 22 -22 24 -24 -26 27 -23 -29 -25
right_child=2 -3 4 -5 7 6 -8 8 10 -11 11 12 13 14 15 16 19 -19 20 -21 21 26 23 29 25 -27 -28 28 -30 -31
leaf_value=-0.0010506463267393002 0.0007133906932659163 0.0014375030958269205 -0.0025710056995201526 -0.0021093859998724904 0.0012788252352661073 -0.0024498012803555484 0.0010308578396187368 -0.0015869070387883879 -0.0010671019917443446 2.2408069336706454e-05 0.0012707491009537565 -0.002365494776906619 0.00216421543840207 -0.0017150065508954192 0.00095440984103576515 0.00012087324532609889 9.2930208585323391e-05 -0.0023458284404188762 0.00081396123093602397 -0.0012574510344000474 0.00014340700932359774 0.0002347950027941784 0.0021123269834296995 5.2361457339883645e-05 -0.00010808689935775845 0.0017289471276826665 -0.0017353291030093297 -0.0018679337899872486 0.0016654439448906917 0.00095358861045697209
leaf_weight=1.1655197634536296 2.5118859931826583 3.7445616759359828 0.61420642584562202 1.571273368768743 3.6014913320541373 1.2345957852812715 0.64666704693809141 1.1884964462369669 1.8319305201002851 3.181381682632491 5.1911032649222753 1.4811260830610979 0.6815105127170672 1.00403332710266 4.7484512095106757 2.640420240466482 65.994814960307849 1.6967387475451685 4.2667735646828069 0.99420686669327452 106.06338221002079 5.4683596342802012 2.0724567174911526 8.3973267152905446 2.9076735302805901 2.6235501281917095 1.2554977520194377 2.0787186698871669 0.57697929069399823 3.8108439147472373
leaf_count=96 17 30 8 54 16 65 7 12 27 31 28 18 3 6 34 33 1139 109 48 757 1192 26 12 45 27 39 14 113 4 24
internal_value=0.000145462 0.000219466 3.94409e-05 -0.000650584 8.28316e-05 -0.000128823 -0.00125336 0.000100129 5.44148e-05 0.000689526 7.70279e-05 0.000101852 2.52776e-05 7.08155e-05 5.23062e-05 7.56312e-05 1.71276e-05 -0.000844124 0.000187046 7.28887e-05 0.000197386 0.000177935 0.000221515 0.000639672 0.00113095 0.000763248 -0.000406921 -0.000201628 -0.00110027 0.000333684
internal_weight=245.246 144.432 100.814 5.96442 94.8499 4.39315 1.88126 94.2357 87.4528 6.78287 86.2643 84.4324 79.2413 77.7602 77.0787 76.0746 71.3262 4.33716 140.687 66.989 139.522 135.255 125.875 19.8119 7.60368 5.53122 9.37956 8.12406 2.6557 12.2082
internal_count=4034 1670 2364 143 2221 89 72 2213 2166 47 2154 2127 2099 2081 2078 2072 2038 142 1640 1896 1544 1496 1339 147 78 66 157 143 117 69
is_linear=0
shrinkage=0.00192234


Tree=730
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 2 1 1 1 1 0 0 2 2 2 2 0 0 2 2 0 1 2 2 2 2 2 1 1
split_gain=0.404106 1.58561 0.720603 1.12911 0.900643 1.33068 0.754088 0.633755 0.925839 0.666106 0.489371 0.679859 0.586398 0.506261 0.646037 0.714322 1.20146 0.714631 1.46941 0.561101 0.571098 0.664257 0.960707 0.646073 0.822848 1.76227 0.922636 1.10046 0.835119 0.547937
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 43.89540535710001 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.36533337325000009 0.47883296910000012 0.4784437592000001 41.319407281650008 40.94178426300001 40.563919884450009 40.241071441700008 0.47997065955000012 0.48271009850000007 41.535369675400013 41.685324604100011 0.48068920095000006 0.3453938505000001 42.006870117350005 42.310579034350006 42.47354681640001 42.779078631750004 43.018222997350009 0.34545372890000009 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 -6 7 -4 -9 -10 11 12 -1 14 15 16 17 -13 -19 -15 -21 22 -22 -23 -25 -26 -27 -28 -29 -16
right_child=2 -3 6 -5 5 -7 -8 8 9 -11 -12 13 -14 19 29 -17 -18 18 -20 20 21 23 -24 24 25 26 27 28 -30 -31
leaf_value=6.940271383042577e-05 0.00062067002047567024 0.0014640287171912205 -0.0012031439558860232 -0.0021299054322914124 -0.002445876579690298 0.0011008702256820396 -0.00081245861549888293 0.00092018151262353873 -0.0014643557770816428 0.00010569099988319986 -0.00037939580485370656 0.00098276262273921965 -0.00078405518669887725 -0.00036409780173224789 0.00031372174632859836 -0.00035736866269701705 0.0013625514160532789 -0.0010905507608150607 0.00038112219778250187 0.0010614695406536512 0.00027135026604895946 -0.00030833047358224416 -0.0011689148217739018 0.0011649328651507258 -0.0013774637504932489 0.0011885202542088918 -0.00087181385648337991 0.0011659833695660143 4.726056717810249e-05 0.0012971151906783314
leaf_weight=47.362109805886575 2.5384785141795865 3.7338211089372626 1.3778933789581049 1.4485113965347407 1.1555353882577035 0.62758172559551884 3.4887141547733327 5.4474883899092665 1.0521016046404827 82.85782586951791 5.9799497144995248 4.0074760466814139 3.3116120714694253 6.6067368984222403 3.5268828198313695 4.8973892554640761 4.61741929501295 3.3641569614410392 11.611670117825268 3.0945812463760367 4.1408859081566325 5.3634149804711369 3.1238754717633128 4.8756824135780361 2.2289045304060009 4.9921501949429539 2.8856540136039248 4.2613709867000562 6.446236215531826 5.6974145397543907
leaf_count=986 17 30 12 54 65 7 602 25 8 1574 42 17 31 48 17 24 37 19 87 27 22 25 29 18 15 65 25 23 42 41
internal_value=0.00013697 0.000202693 4.09231e-05 -0.000631712 -0.000129548 -0.00119757 8.2114e-05 0.00011651 0.000136859 8.6005e-05 0.000169619 0.000193686 1.36278e-05 0.000300101 0.000470093 0.000324105 0.000465518 0.000247327 5.05268e-05 0.000166561 0.000251219 0.000185783 -0.000347969 0.000310651 0.000439878 0.000270036 0.000467617 0.000202864 0.000492485 0.000921118
internal_weight=246.124 146.129 99.9941 5.77011 4.3216 1.78312 94.224 90.7353 89.3574 83.9099 142.396 136.416 50.6737 85.7419 37.7224 28.4981 23.6007 18.9833 14.9758 48.0195 41.4128 38.3182 7.26476 31.0534 25.69 20.8143 18.5854 13.5933 10.7076 9.2243
internal_count=4034 1670 2364 143 89 72 2221 1619 1607 1582 1640 1598 1017 581 242 184 160 123 106 339 291 264 51 213 188 170 155 90 65 58
is_linear=0
shrinkage=0.00196078


Tree=731
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 1 2 1 2 1 0 0 1 2 2 0 0 0 0 0 2 2 0 2 1 1 0 0 1 1
split_gain=0.379516 1.65366 0.801026 1.65537 1.33175 1.66339 1.23845 0.90189 0.535392 0.606815 0.842688 0.726679 1.32893 1.6664 0.569526 0.536602 0.542325 0.681443 0.885957 0.521501 1.17392 1.64561 0.908279 0.888894 0.843225 0.65441 0.975236 1.0558 0.604351 0.565053
threshold=0.37078231190000005 0.36945001650000003 0.37977904855000005 37.784765830350004 0.51191581090000016 0.38370108680000009 41.898943182100005 0.38552737940000009 43.89540535710001 0.38906020780000011 0.5216909673500002 0.52366695610000014 0.39382054430000007 38.334060527150008 47.709122305950011 0.53158588065000012 0.53347205170000012 0.54228915300000013 0.54386096225000014 0.48068920095000006 41.872294782850005 42.686561923500008 0.47769527860000011 41.481306584950012 0.36533337325000009 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.34515433670000012 0.34467530910000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -2 -4 -6 -5 -7 9 -9 -11 -12 13 -13 -10 -16 -17 -18 -19 20 23 22 25 -1 29 26 27 -22 -25 -21
right_child=2 -3 4 6 5 7 -8 8 14 10 11 12 -14 -15 15 16 17 18 -20 24 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00010546446751403669 0.00081001713826471663 0.0014846239367415251 -0.0022764650921738823 -0.0019673867471383189 0.0013439117229037379 -0.001667103167780497 -0.00012855917226751383 0.00077086862515337077 -0.0020996768226238657 -0.0011189575441257645 0.00069247369792824285 0.00023466608686451538 0.0001249576623577442 -0.0023639630403496982 -0.0029672173370939338 0.0017734335584936557 -0.0023286911511899789 0.0022124749942721619 -0.0010692306280101083 0.0012612594788981826 -0.0021616611044688932 -4.668534502835251e-06 -0.0023211106712842334 8.5031448241360187e-05 -0.00042276604582687998 0.00035084904756127201 -0.0023420415616413081 0.0023898215072828918 0.0011423377369525756 0.00032568108646012224
leaf_weight=35.205165401108388 2.476125715300439 3.8632379695773116 0.88772972208971523 3.027637692168355 4.190872792620211 1.1216519000008691 2.6326113718096167 5.3686382025480262 0.80558373210806111 2.1572997709154142 7.7658778754994264 1.8924078962299966 66.213131114847783 1.9026071524713186 0.2466376925731314 0.55233607441186938 0.52522127144038666 0.54815357923507668 0.74769755982197239 2.5817810706794253 0.34984495953540662 17.906413712029462 1.9106432055123148 3.1319068302982469 5.7168607506901017 1.4835154395550487 1.3703301157802341 0.44542416930198669 6.1795137472217903 64.169180728495121
leaf_count=488 16 30 72 44 25 12 41 29 284 26 42 19 1385 73 50 3 12 2 229 12 47 425 44 33 39 24 34 1 45 448
internal_value=0.000154153 0.000219056 6.32729e-05 -0.000527173 0.000113882 0.000136447 -0.00111214 8.01254e-05 0.000102214 0.000132737 8.98768e-05 0.000123407 6.0282e-05 -0.00106814 -0.000657843 -0.000214523 7.15293e-05 -0.000444663 0.000318952 0.000184245 6.08867e-05 -0.000294 -0.00122585 0.000247959 0.000299969 -0.000652389 -0.00133964 0.00038759 0.000786712 0.000361867
internal_weight=247.376 144.314 103.062 8.13637 94.9258 94.0381 5.66025 89.8472 88.7256 85.3 79.9313 77.774 70.0081 3.79502 3.42563 2.62005 2.37341 1.82107 1.29585 140.451 67.9828 23.4662 5.55976 44.5166 72.4678 3.64911 2.1656 0.795269 9.31142 66.751
internal_count=4034 1670 2364 101 2263 2191 85 2166 2154 1574 1545 1519 1477 92 580 296 246 243 231 1640 1141 575 150 566 499 106 82 48 78 460
is_linear=0
shrinkage=0.00196078


Tree=732
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 1 1 1 2 0 2 0 1 0 0 0 2 2 2 1 2 0 1 0 0 0 0 1
split_gain=0.51428 1.52032 0.934267 1.10846 0.878142 1.51839 0.640789 1.34785 0.870439 0.595312 0.530609 1.31309 1.22917 1.15132 1.16316 0.762007 1.24724 0.607511 1.51809 0.902854 0.852838 1.53542 0.777766 0.420429 1.48201 1.98104 0.399153 0.866133 1.38753 0.39696
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 0.37977904855000005 0.38370108680000009 0.38552737940000009 0.4662734648500001 41.919251152600005 0.48068920095000006 42.686561923500008 0.47769527860000011 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.48351845755000006 43.182896969600009 42.779078631750004 43.182896969600009 0.34542378970000004 42.67709657435001 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.52366695610000014 0.52688542260000015 0.52432561900000019 0.36533337325000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 -6 -4 -8 -9 23 29 12 13 14 15 16 -12 20 19 -19 21 -13 -23 -10 -25 -26 -27 28 -28 -1
right_child=2 -3 6 -5 5 -7 7 8 9 -11 11 17 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00032682751983857623 0.00058425763142463049 0.0014702624351619247 -0.00078454613547850873 -0.0021472042351600652 -0.002526785740383679 0.0011745167395974753 0.0012541835046164448 -0.0016617946219431522 -0.00084916317431029406 -0.0013523026074410112 -0.0022330154669962196 -0.00020108516593183087 -3.9311760403570883e-05 -0.0023116373114848974 0.00082872956839294225 -0.0022957327527629756 0.0023844719985490525 0.00012741303520982284 0.0010899701006182919 -0.0010092257487318945 -0.00031584160027781235 0.00074678245990038002 0.002142325749883575 0.0012020446939797558 -0.0023438317754108664 0.00056472304882250468 0.00029083562631595285 0.00012090299506759339 -0.0022856399834348166 -0.00024309230600101214
leaf_weight=85.992721602720849 2.4059166060760608 3.7497099451720706 3.0284475774969897 1.5216001992375821 1.1977357185969593 0.6614480186253785 3.9361098422668865 1.0886008524103079 1.6781770767120168 1.0666337477723562 0.45806113889557654 2.9768324866890925 18.290176309470553 1.9323306777514515 1.5884079976822247 1.3483783779665826 0.44184637069702148 7.5875699929893035 4.2711516413837662 4.1597657427191734 2.5996628217399111 2.7995734661817551 3.400224544107914 4.7722240951843551 1.2794360504485656 6.9388986723497501 1.7092199296457686 63.609897715399711 1.5167409201749249 4.9702930320054284
leaf_count=838 17 30 30 54 65 7 25 12 27 757 46 14 425 43 21 33 1 41 27 36 13 11 61 28 18 49 26 1140 109 30
internal_value=0.000164645 0.000237808 5.34203e-05 -0.000710431 -0.000197853 -0.00120996 0.000102195 0.000132852 8.00948e-05 0.000103059 0.000205449 4.71538e-05 -0.000288219 -0.00107736 -0.000455716 -0.00136317 3.41287e-05 0.000337453 8.88998e-05 -0.000275074 0.000675542 0.000956393 0.00151216 0.000122105 0.000142524 7.51561e-05 0.000117107 7.06358e-05 -0.000920539 0.000295687
internal_weight=242.978 146.567 96.4111 5.7867 4.2651 1.85918 90.6244 87.5959 83.6598 82.5712 142.817 51.854 24.0592 5.76902 3.83669 2.24829 0.899908 27.7948 16.0185 11.7473 11.7763 9.17663 6.1998 81.5046 79.8264 75.0542 73.7748 66.8359 3.22596 90.963
internal_count=4034 1670 2364 143 89 72 2221 2191 2166 2154 1640 772 569 144 101 80 47 203 104 77 99 86 72 1397 1370 1342 1324 1275 135 868
is_linear=0
shrinkage=0.00196078


Tree=733
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 2 1 1 1 1 0 0 2 2 0 2 2 1 0 0 1 2 1 2 2 2 1 2 1
split_gain=0.432069 1.78079 0.884201 1.11429 1.10994 1.64155 0.944515 0.73305 0.978302 0.941764 0.645694 0.930353 0.73283 0.626049 1.15992 0.574526 0.687616 0.529716 0.528849 0.743856 0.99078 1.01503 1.63576 0.466399 0.463593 1.60125 0.4665 0.324744 0.951941 0.578436
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 43.89540535710001 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.36533337325000009 0.48637765340000011 0.48797940185000005 43.120094701700005 42.310579034350006 0.53158588065000012 47.709122305950011 36.893814626400008 0.38906020780000011 0.5223196910500002 0.52366695610000014 0.39382054430000007 38.334060527150008 0.40301188585000008 39.861052345600008 36.620308449100001 41.092444989200011 0.35651627195000007 40.664404858950007 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 -6 7 -4 -9 -10 11 27 -13 14 24 -8 -17 -12 -11 -20 -21 22 -22 -18 25 -14 -26 29 -29 -1
right_child=2 -3 6 -5 5 -7 15 8 9 18 17 12 13 -15 -16 16 23 -19 19 20 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=9.8579220036842445e-05 0.00067487319229567492 0.0015127767080713281 -0.0012585311352382605 -0.0021365092237568923 -0.0025813915360855784 0.0012308386903267673 -0.0024499698328036214 0.00096942703595122813 -0.0017619520247224322 0.00073702613006221631 -0.0011582220534921963 0.0013369855901082912 0.0011047597922823585 0.001064996247101289 -0.00061950183360105966 -0.0020993509395102099 0.00035109109870099312 6.441020501922332e-05 -0.00081839681625322581 0.00091883533079170458 0.00031772700728774611 0.00012214794669356108 -0.0023429131031594396 -0.0021191648649870314 0.0015675731022867967 -0.00081366366075420456 0.00052260627778838561 -0.0026354908176421453 0.00017801776866283755 0.00058002887655453947
leaf_weight=99.321869641258672 2.5083673270419231 3.9740105271339408 1.4222627580165852 1.5094688887620575 1.2906869339931288 0.65446975361555804 0.70118652017845251 5.3999576345086089 1.0222579799592484 5.2009994909167281 2.43810961395502 3.7697620093822506 3.3451478406786972 4.4648444205522528 4.503530077636241 0.77982615603832561 2.1385843739844863 3.0880026975064538 3.30945142393466 5.6800121450796714 1.8607099358923727 66.001370345735268 1.7001171149313448 0.3406649240059777 2.4031572360545397 3.3458340112119913 5.1891973875463009 0.63802203839441007 1.6792416597600093 10.620183463615829
leaf_count=1162 17 30 12 54 65 7 155 25 8 29 16 19 27 26 28 200 47 26 36 32 19 1385 73 200 29 35 36 28 102 106
internal_value=0.000150562 0.000217856 5.194e-05 -0.000680595 -0.000187131 -0.00129872 9.76519e-05 0.000138186 0.000160216 0.000108671 0.000182319 0.000208399 0.000535036 0.000405017 0.000248167 -0.000839869 -0.000493458 -0.000475013 0.000131503 9.14106e-05 0.000131428 6.71328e-05 -0.000952596 1.16619e-05 0.000521743 0.00014545 0.000853363 0.000129776 -0.000596637 0.000145086
internal_weight=250.301 148.781 101.52 5.96299 4.45352 1.94516 95.5574 91.5971 90.1749 84.7749 144.807 139.281 27.0215 23.2517 18.7869 3.96026 3.25908 5.52611 83.7527 78.5517 75.2422 69.5622 3.56083 2.47925 14.2833 6.69098 7.59235 112.259 2.31726 109.942
internal_count=4034 1670 2364 143 89 72 2221 1619 1607 1582 1640 1598 200 181 155 602 447 42 1574 1545 1509 1477 92 247 127 62 65 1398 130 1268
is_linear=0
shrinkage=0.00196078


Tree=734
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 0 0 1 0 0 1 2 1 2 0 0 0 0 2 2 1 1 2 2 1 1 0 1 1
split_gain=0.386315 0.86416 1.61191 1.01588 1.31669 1.33067 0.881102 1.32572 0.539215 0.909791 0.977319 0.567692 0.475479 1.12011 1.05201 0.712543 1.51489 0.83366 1.38909 0.583964 0.507211 0.949885 0.546581 0.515097 0.43954 0.799639 0.447616 0.920751 0.69409 0.687426
threshold=42.141702038450013 0.48068920095000006 44.169240047700008 43.631818398850008 43.426640904350009 0.34545372890000009 0.48351845755000006 0.48244064550000004 0.3453938505000001 0.47943175355000006 0.47676716265000008 0.34311846950000008 43.182896969600009 0.36160593995000007 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.55074698365000019 43.680097826700013 47.709122305950011 0.4025178887000001 0.40301188585000008 43.89540535710001 42.006870117350005 0.34641178410000012 0.37078231190000005 0.50339810185000011 0.37413550490000008 0.36533337325000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 4 5 8 7 -3 9 10 11 -2 14 -14 -8 -16 -17 -18 -19 -15 21 -21 -22 -23 26 -26 27 29 -28 -1
right_child=1 6 -4 -5 -6 -7 12 -9 -10 -11 -12 -13 13 19 15 16 17 18 -20 20 22 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00028688178572571177 -0.0021905636502117074 9.1692622569756601e-05 0.00023957636263841821 -0.0024798319945319347 0.0010887607693500013 -0.0020510165278106885 0.00019627067363474067 0.0016189232692532419 0.0012376778568408532 0.00055201621919898764 -0.0024583297161318535 0.00028727999852461308 0.0012531238028239897 0.00064143568826841382 -0.001231334352060111 0.0015554337816095693 -0.0025613996188257556 0.0022218348934928966 -0.0021877477330729069 -0.0019331233698107982 0.00045273941616827591 0.00064277763119949879 -0.0020639471172702001 -0.0019848414922586529 -0.00010086853879386358 0.0012424994307316853 -0.0010377831910119181 0.0011860487248392649 0.00011579557294151567 -0.00046285607385626842
leaf_weight=84.39899122288989 0.46668076704372863 5.0496750175952894 11.750002247164955 1.2323608430451702 1.5176091464236368 2.6331975928042084 14.294694585958498 3.8523994237184525 0.70459686079993833 1.7510986514389513 1.3780652694404123 1.4919895459897814 3.808369241654872 3.7637554587563482 4.3108898736536494 1.3734746947884562 0.87009392175241362 0.54703617095947243 0.55161936004878953 1.6409042033483277 3.2662835059454669 1.4573060655384322 0.36929669975870627 0.35711822263692727 2.8722187928797203 4.186991093098186 2.0615144465118638 4.1856150468811384 73.548601585295728 4.9792204257100812
leaf_count=863 64 30 198 56 30 81 168 58 7 9 38 46 22 68 36 12 27 2 41 141 65 10 246 235 22 39 33 28 1327 32
internal_value=0.00016799 4.29634e-05 -0.000267481 -0.0008006 -0.000592476 -0.000895298 0.000199339 0.000752606 -0.000369916 -0.000592547 -0.00119321 -0.000303101 6.48102e-05 0.000338195 -0.000117834 -0.000704528 -2.504e-05 -0.00112764 7.846e-06 1.71911e-05 -0.000314149 -0.000852066 0.000197098 0.000125605 0.000216543 0.000695916 0.00019654 0.000287207 8.43432e-05 0.000245114
internal_weight=244.672 68.4385 22.9256 11.1756 9.94324 8.42563 45.5129 8.90207 5.79243 5.08783 3.33674 1.95867 36.6108 14.663 21.9478 7.65311 3.34222 1.96875 1.09866 10.8547 7.09091 3.45533 3.63558 1.81442 176.233 7.05921 169.174 93.5638 75.6101 89.3782
internal_count=4034 1690 529 331 275 245 1161 88 164 157 148 110 1073 787 286 118 82 70 43 765 697 386 311 245 2344 61 2283 923 1360 895
is_linear=0
shrinkage=0.00196078


Tree=735
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 0 0 0 2 2 2 1 0 2 2 2 2 2 1 0 0 0 1 2 2 2 2 2 2
split_gain=0.369769 0.945689 1.05168 1.19745 1.37626 1.24914 0.999238 1.29584 1.7832 1.66862 1.75367 1.38176 0.771052 0.898935 0.72082 1.24125 0.991159 0.859432 0.894505 1.28335 0.683435 0.903218 0.608414 0.570235 0.54467 0.540729 0.599128 0.518695 0.433296 1.58674
threshold=0.47883296910000012 0.34545372890000009 40.563919884450009 42.824128352900011 41.919251152600005 0.34515433670000012 0.47916230050000003 0.48244064550000004 0.48271009850000007 40.80591513400001 42.094663496250007 41.681597818500002 0.35275889945000011 0.4784437592000001 41.872294782850005 44.262924377150007 41.741384785950011 42.719328117250008 42.434124620650003 0.34608245260000009 0.45994131915000008 0.45798030000000006 0.46495613905000005 0.4662734648500001 42.522337019050006 41.571132012400007 41.481306584950012 42.536568606950006 42.67709657435001 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 -4 -3 9 -9 -8 11 -11 13 14 16 17 25 18 19 -16 21 -19 -14 28 -25 26 -1 -26 -10 -30
right_child=1 6 3 -5 -6 -7 7 8 23 10 -12 -13 22 -15 15 -17 -18 20 -20 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=8.3483246496496852e-05 0.001098274678466062 0.0014341698019529679 -0.00015861402218107177 0.00094463850075270908 -0.00084500292369642065 0.0010960902792994324 -0.0017963795935438686 0.0017036283211454616 0.00018668481973310887 -0.00034326181032078175 -0.0012451424610380071 0.0012382288975568993 -0.00084180275008304808 -0.0010512447355997807 -0.00248547626872862 0.00018202227912412895 0.0015446565986200172 -0.0020637741128765206 0.00029389107535672906 0.00096067320701652664 -0.0021716599909642918 0.0022646855301840878 0.0017529296827698405 -0.0021196590757122666 0.0021912596814984671 -0.00098451149161056756 0.0011225517402938009 -0.0019747071666150087 -0.0029864911012882976 -1.6106954769650407e-05
leaf_weight=21.718192260625084 8.100677087903021 2.200450360774993 7.4072925299406105 7.4721517227590075 5.1503145750612012 5.1866902485489845 2.8402602416754226 2.8219424858689299 122.75234163449204 4.7855792045593244 3.7695286888629189 3.8190516158938408 0.44559507378289653 3.2449493864551178 1.3231103247380831 9.8009446440264565 2.0004888421390197 0.39230577537091482 3.1332603266346268 0.60564213804900635 2.3853496437659487 0.35133907198905945 1.577175142294436 0.82955251847306388 0.28460779786109924 1.6206924141151819 2.3659086594707324 0.19270756464538863 0.71506229869555937 20.907517498391826
leaf_count=383 39 8 38 34 35 31 20 52 1279 20 28 27 114 29 64 127 14 85 42 7 104 1 29 479 1 19 12 277 16 620
internal_value=0.00014405 0.000182174 0.000483637 0.000286187 8.91269e-06 0.000358122 0.000121639 0.000103998 0.000159834 -0.000441005 -0.000129904 0.000358662 -4.98888e-06 -5.40195e-05 1.67932e-05 -0.000288798 0.000215246 -0.000852157 -0.000352804 -0.00140336 -0.00166 -1.87697e-05 0.00118134 0.00012993 -0.00115946 0.000111783 0.000185556 0.000509325 0.000141602 -0.000114338
internal_weight=250.201 199.236 33.3171 25.2164 17.7443 12.594 165.919 163.718 148.504 15.2144 12.3742 8.60463 50.965 48.9422 45.6972 17.992 27.7053 8.19101 5.06201 1.92875 3.12899 0.743645 2.02277 145.682 1.30687 25.7048 24.0841 0.477315 144.375 21.6226
internal_count=4034 3004 177 138 104 69 2827 2819 2724 95 75 47 1030 887 858 430 428 303 113 71 190 86 143 2672 757 414 395 278 1915 636
is_linear=0
shrinkage=0.00196078


Tree=736
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 1 0 2 2 0 0 2 2 0 1 2 0 2 2 2 1 1 0 0 2 1 2 2 2 1
split_gain=0.0790745 0.138094 0.239026 0.179158 0.107209 0.394394 0.508811 0.609236 0.615766 0.212807 0.370195 0.39326 0.42334 0.155577 0.678078 0.797824 0.222704 0.207377 0.105188 0.78183 1.96296 0.504161 0.691802 0.565389 0.452148 1.25188 0.825458 0.517118 0.4906 0.437345
threshold=49.283271594150008 0.39718870690000002 49.835088602800006 50.448116877400004 0.31100865245000009 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.42569084760000003 0.39606598605000004 48.96897326980001 48.226196960950006 0.44284602260000011 0.34219035360000005 35.171584490050009 0.45994131915000008 41.872294782850005 39.458743938000005 39.792680591700012 0.34524415440000006 0.37003383130000006 0.52432561900000019 0.54136103710000005 40.003678352300007 0.35471991855000007 39.952536079750011 40.137820134150012 40.040005255000004 0.34674111555000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 -1 10 -6 12 -12 17 15 -15 -17 -11 29 20 -20 -22 -23 -24 25 -21 -27 28 -26 -16
right_child=1 2 3 -5 9 -7 -8 -9 -10 13 11 -13 -14 14 18 16 -18 -19 19 24 21 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.099565492498004365 0.0045796263408362063 -0.10245426085923032 0.042126151248345366 -0.095243139845454225 -0.12027715639663206 0.053531221246258955 -0.083568385955696448 -0.099738575250473527 0.074645794457596032 0.041211309898596199 -0.096571700136940469 -0.11739863226328595 0.020819035357101189 0.059907543788874786 0.028181299897713282 -0.046847933660214745 -0.12166622472764065 -0.0061484631672803526 0.033111659534523136 -0.036785461519365834 -0.10446329380673983 -0.0025756766691864153 -0.03586889830149325 -0.1248460233513381 0.011438885064238118 0.010662204912575069 0.087754347946861433 0.0020650305998885848 -0.057150245626913274 0.0020434514336370355
leaf_weight=0.2148940377082903 1.0120273530483235 0.37470405386557093 0.28759799308318179 0.11926694811518246 0.32090138343482921 1.5593608110211792 0.58678741921903554 0.31246351078152645 1.1146755106747148 1.9794882317655713 0.32456048691528927 0.27799009159207333 1.7099946737289426 0.41216038260608812 6.5340418722480527 0.62939613428898133 0.80525992409093305 1.4028084778692571 3.3049286603927595 2.0240801703184834 1.4927597343921659 2.1769573166966438 1.4523564903065564 1.1256369176371661 1.4517660411074746 2.3461042902708868 2.6002085283398628 126.706278362386 2.5569931291101966 43.713830305629699
leaf_count=123 4 37 23 191 44 10 35 10 12 40 179 5 7 11 45 33 36 39 16 13 13 19 27 31 32 42 10 2033 27 887
internal_value=0.00130319 -0.0183984 -0.0481518 0.0018582 0.00147215 0.0171805 -0.00825178 0.0186629 0.0464886 0.00118237 -0.0254327 -0.0122716 0.00209239 0.00152812 0.00118807 -0.0556457 -0.0888428 0.0215688 0.00171956 0.000449095 -0.0256201 -0.0566882 -0.0416898 -0.0747192 0.00225778 0.0256424 0.0511885 0.0010108 -0.0323108 0.00544232
internal_weight=210.93 1.7936 0.781569 0.406865 209.137 3.78818 2.22882 1.64203 1.32957 205.349 2.63345 2.31255 2.03456 202.715 199.333 1.84682 1.43466 3.3823 197.486 147.238 9.55264 6.24771 4.75495 2.57799 137.685 6.97039 4.94631 130.715 4.00876 50.2479
internal_count=4034 255 251 214 3779 190 180 145 135 3589 235 191 186 3354 3275 80 69 79 3195 2263 106 90 77 58 2157 65 52 2092 59 932
is_linear=0
shrinkage=0.0942322


Tree=737
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 0 1 1 0 0 2 2 2 2 0 2 2 2 0 1 0 1 1 0 0 0 1 0 1
split_gain=0.445598 2.04148 0.898693 1.73139 1.4599 1.77853 1.2435 0.833229 0.762462 0.838273 0.892293 0.806749 1.69328 1.49308 0.876695 0.814979 0.761208 0.536189 0.819313 0.521234 1.6572 2.17929 0.745781 0.927131 1.24288 0.840081 1.59824 0.478286 0.473926 0.743692
threshold=0.37078231190000005 0.36945001650000003 0.37977904855000005 0.5054040298000001 0.51191581090000016 0.38370108680000009 0.51505942935000004 0.38552737940000009 0.36533337325000009 0.48537468940000006 0.48386275860000011 41.481306584950012 40.241071441700008 36.620308449100001 43.157831852650006 0.48898236580000004 36.893814626400008 42.558389508100007 42.006870117350005 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.52688542260000015 0.52432561900000019 0.4662734648500001 0.47883296910000012 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 -6 -5 -7 9 10 28 12 13 -11 17 -14 -10 18 -13 -9 -21 -22 -23 -24 -25 26 -26 -27 -1 -30
right_child=2 -3 4 6 5 7 -8 19 16 11 -12 14 15 -15 -16 -17 -18 -19 -20 20 21 22 23 24 25 27 -28 -29 29 -31
leaf_value=3.1262106923615415e-05 0.00062132326688665927 0.0015633233202557231 -0.0023400322019415357 -0.0020277911378983526 0.0013740619442629064 -0.001582994591299431 -0.00012558325382184651 -0.00098108299235265739 -0.0013445421111520095 0.0012195939557455018 -0.00085309020856063646 -0.00048986880075068827 0.0021166128449804237 -0.00041094676970056417 0.00096324944465610675 0.00076201588603629143 9.9432464063273655e-05 -0.00076008179859276019 0.0006798693490399476 0.0012147484075938932 -0.0023784012534363904 0.0021838064675249913 -0.0017802852944619827 0.0010457048259407064 0.00014743679109137026 0.00010808483793904618 -0.002348238325727971 -0.0012675848670851925 0.00077039307695966842 0.00017792248512293557
leaf_weight=52.428546801143966 3.0663058832287771 4.2501889355480662 0.92467075938475218 3.1220672952476889 4.253805008949711 1.1492684232071031 2.2906815714668483 1.6878321100375604 2.4453573469072571 3.6007141396403295 3.4408139064908019 4.1015068888664263 3.9444083869457236 5.3930123690515757 4.2018858678638926 3.0111949797719717 3.2947328205336817 3.2290457412600508 5.2475500628352165 4.9946273239329448 1.3955692322924722 0.6509162662550797 1.0205715149641026 5.0020596852991721 2.5421038575004777 65.614039620100812 1.612262686496251 0.98627500797374423 10.198664002120493 40.461587512865663
leaf_count=1017 21 30 72 60 25 12 20 27 16 27 29 28 32 47 26 34 26 19 25 28 18 3 6 34 33 1139 109 757 41 273
internal_value=0.000155954 0.00022388 5.48921e-05 -0.000555888 0.000111286 0.000136219 -0.00122277 7.54547e-05 0.000184619 0.000213486 0.000129163 0.000487945 0.000803703 0.000241854 0.000187817 0.00153019 -0.000515721 -7.12262e-05 0.000166696 9.77455e-05 0.00011947 5.00679e-05 9.38387e-05 7.612e-05 0.000101129 3.43513e-05 -0.000821107 8.77127e-05 0.000161948 0.000297196
internal_weight=249.562 149.249 100.313 8.47905 91.834 90.9093 5.41275 86.6555 144.999 139.259 106.53 32.7293 15.9493 8.99373 16.78 6.9556 5.74009 12.5781 9.34906 85.5063 83.8184 78.8238 77.4282 76.7773 75.7567 70.7547 4.15437 66.6003 103.089 50.6603
internal_count=4034 1670 2364 101 2263 2191 80 2166 1640 1598 1360 238 140 74 98 66 42 72 53 2154 2127 2099 2081 2078 2072 2038 142 1896 1331 314
is_linear=0
shrinkage=0.00196078


Tree=738
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 0 2 2 1 1 1 2 2 1 1 1 1 2 0 2 0 0 2 2 0 1 0 1 0 1
split_gain=0.083013 0.34995 0.274737 0.175145 0.237193 0.708503 0.25573 0.633486 0.365114 0.498313 0.723135 0.33698 0.231992 0.211942 0.172537 0.530255 0.470811 1.11755 1.06514 0.596443 0.460721 0.481518 0.421901 1.6975 0.962514 0.881129 0.626754 0.54342 1.07751 1.42082
threshold=0.47721625100000004 0.47754558250000007 0.47709649410000005 0.47769527860000011 0.4778150355000001 0.47808448850000007 44.262924377150007 47.709122305950011 0.3782970569500001 0.39162001140000008 0.39193437325000008 48.96897326980001 50.205949521800008 0.34440585610000002 0.34536391125000004 0.34542378970000004 0.34515433670000012 42.198888176300009 0.4815274992000001 40.664404858950007 0.47916230050000003 0.48068920095000006 41.827117825850003 41.319407281650008 0.48351845755000006 0.34575312120000007 0.48537468940000006 0.34587287805000005 0.49336846205000007 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6 13 -8 -9 -10 -11 -12 -13 -7 16 -16 18 -18 19 -15 -17 -22 23 -23 -24 -25 -26 -27 -29 -30
right_child=1 3 -4 4 5 6 7 8 9 10 11 12 -14 14 15 20 17 -19 -20 -21 21 22 24 25 26 27 -28 28 29 -31
leaf_value=-0.00093704610125937748 0.027895229966809546 -0.027420778409165011 -0.035839766961324557 0.023699413635596533 -0.064202925530850802 -0.037483987892950973 -0.083350694567378175 0.058889565797826768 -0.073494529188567276 0.094371535827499228 -0.092668398388359635 0.05501710454937065 -0.088003936582971565 0.0044548644262459476 -0.044564334444099324 0.030490701874042542 0.037588381391333657 -0.017235037417676229 0.02005461458665506 -0.045472056985282706 -0.025733021939617191 0.0023606786984423198 0.040496430005489373 -0.11553530406188889 -0.05296582296977552 0.021335667420548196 0.0060024411007968247 -0.085090542272448305 0.090552701144773762 -0.038932600036830009
leaf_weight=23.110562926718561 3.8231489616446188 1.5971130430698384 1.8457156107760955 3.5866314992308608 1.2507708971388627 1.0222390629351128 0.92810715267842114 0.61561043467372689 0.76524072489701245 0.52587510645389535 0.40719307934341487 0.32452999911038205 0.11692349210716202 3.0369155704975155 1.9073913358151902 4.0751447826623908 9.0702792778611165 4.0880231950432053 8.1425018496811372 4.5011644850019366 4.9992173891514531 84.817190859576613 6.3422772362828246 0.99430228769779017 1.4313056208193327 1.3659554570913313 29.949417714815354 2.3831122349947691 0.82655147463083301 2.8800996411591768
leaf_count=865 30 16 17 17 18 9 224 7 12 3 46 44 200 17 19 34 46 29 43 31 52 1384 79 15 18 7 616 13 9 114
internal_value=0.00119585 0.00182915 -0.00351838 0.00128145 0.00153562 0.00108591 0.00155117 -0.0211451 -0.000192094 -0.0171899 0.0141567 -0.0355495 0.0171365 0.0020377 0.00227422 0.00102721 0.00841317 0.0205558 -0.0017763 -0.0253577 0.00164808 0.00078376 0.00179577 -0.00134636 0.00956443 -0.0385558 0.00331284 -0.0282897 -0.0394208 -0.0100585
internal_weight=210.731 185.774 24.9563 181.951 180.354 176.767 175.517 3.68348 2.75537 2.13976 1.37452 0.848647 0.441453 171.833 170.811 141.972 28.8389 13.1583 15.6806 7.53808 140.065 135.989 130.99 93.2672 37.723 8.45002 31.3807 7.45572 6.08976 3.70665
internal_count=4034 3152 882 3122 3106 3089 3071 536 312 305 293 290 244 2535 2526 2360 166 75 91 48 2341 2307 2255 1542 713 158 634 143 136 123
is_linear=0
shrinkage=0.087056


Tree=739
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 2 0 0 2 1 1 0 2 0 1 1 1 1 1 2 2 2 2 0 2 0 0 0 1
split_gain=0.0881706 0.436878 0.357107 1.45108 0.595832 0.466641 1.16723 0.589006 0.449026 1.42711 0.416703 0.990551 0.242617 1.19648 0.614362 0.337487 1.7919 0.29176 0.602783 0.586806 0.860292 1.35592 0.456383 0.249702 0.31752 0.645472 0.389961 0.365467 0.311978 0.662072
threshold=0.47883296910000012 0.4784437592000001 0.34503457980000002 0.34512439750000007 0.48244064550000004 0.34536391125000004 42.198888176300009 0.47916230050000003 0.48068920095000006 41.741384785950011 0.34542378970000004 0.34545372890000009 0.48244064550000004 41.741384785950011 0.48271009850000007 0.34566330350000002 0.34575312120000007 0.36006406990000012 0.36359689830000008 0.34641178410000012 41.319407281650008 39.792680591700012 43.111435027700004 43.680097826700013 0.53866650695000018 48.86568841230001 0.50706565670000014 0.54386096225000014 0.53158588065000012 0.3782970569500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -5 -7 9 -9 -10 -12 13 -13 -14 -16 -17 19 -19 -18 21 -21 -22 -20 25 26 -25 -26 29 -27
right_child=2 -3 3 5 -6 7 -8 8 10 -11 11 12 14 -15 15 16 17 18 23 20 22 -23 -24 24 27 28 -28 -29 -30 -31
leaf_value=-4.986987389354947e-05 0.032615289697524717 -0.035526123028006257 -0.083828746002209478 0.045792026609623733 -0.0063123599958014301 0.05141592491836413 -0.01595463581472268 0.00845292138187392 -0.049214991921644677 -0.084372602490519269 0.090931689762648191 -0.045040229191523951 0.059999713134744628 0.022106476398630122 0.03040932166945021 -0.1088872773799309 -0.010452268264726748 -0.059127353957365195 0.0011745889574067384 -0.0089310455570241268 -0.0086453236142503467 0.088110257761724667 0.033353639705770516 -0.0012077548461474975 0.022052942858662047 0.087297088038338411 -0.10053965284626011 -0.057320306218507165 0.08167037940203134 -0.11883080724760162
leaf_weight=39.977936708595735 7.4073710851371271 2.9382128489669403 1.5792022794485081 5.8498431891202909 5.3319771960377693 1.7645328734070052 4.1099233068525791 3.6634795255959025 1.299709454178809 2.0293326331302524 0.96534702926874061 4.5170074906782229 1.4064128696918476 3.8982819207012653 2.9969018772244445 1.1747931204736222 6.8518301434814957 1.3733099326491345 91.552273944357921 1.8210425749421109 6.1415394078940135 3.0150215402245522 3.0548520125448704 0.42087575001278255 1.9120405577123167 0.2236691741272806 1.2006039831539963 0.60122937479081873 0.37148966640233994 0.2726209456086508
leaf_count=999 32 31 11 37 34 8 30 34 8 25 19 25 52 17 20 16 35 18 1754 27 41 42 24 38 19 3 166 410 5 54
internal_value=0.00111079 -0.00247872 0.0020343 0.000852861 0.0163224 0.00172984 0.0203121 0.00043133 -0.000207784 -0.0246369 0.000821824 0.00130798 0.000656515 -0.0139353 0.00164369 0.000976341 0.000241198 0.00132024 -0.000711823 0.0108487 0.0212497 0.0515689 0.00530587 0.000119028 -0.019199 -0.0416779 -0.0747568 0.00306512 0.0201314 -0.0259326
internal_weight=209.723 42.9161 166.807 154.067 12.7393 152.488 9.95977 142.528 140.764 5.69281 135.071 133.771 132.806 8.41529 124.391 122.984 119.987 118.812 97.9281 20.8843 14.0325 4.83606 9.19639 96.5548 5.00253 2.48926 1.62148 2.51327 0.86778 0.49629
internal_count=4034 1030 3004 2938 66 2927 67 2860 2852 59 2793 2785 2766 42 2724 2672 2652 2636 2467 169 134 69 65 2449 695 266 204 429 62 57
is_linear=0
shrinkage=0.0887971


Tree=740
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 2 2 1 1 2 0 1 0 2 0 0 2 0 2 2 2 1 0 1 0 0 1 1 1
split_gain=0.387454 1.0057 0.938289 0.835231 0.70335 2.80288 0.967004 0.804347 0.689398 0.807516 0.684172 0.656646 1.46032 2.18042 0.842097 0.568623 2.53614 1.62873 0.539668 0.718551 1.18479 1.0998 0.835661 0.824412 0.8442 0.974742 1.06123 0.686258 0.610537 1.68947
threshold=0.50706565670000014 0.37668033890000002 0.50339810185000011 0.37078231190000005 38.625745710700009 0.36204005870000006 33.96174662340001 39.952536079750011 0.38370108680000009 0.38552737940000009 39.861052345600008 0.52005927965000021 0.38906020780000011 0.5216909673500002 33.96174662340001 0.52432561900000019 0.52688542260000015 38.748048509250005 0.48068920095000006 41.872294782850005 42.686561923500008 41.385032804600009 0.34554354660000003 0.47769527860000011 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.34536391125000004 0.34494476210000008 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 3 4 -2 6 18 -1 -7 -3 -10 -5 14 -13 -14 -11 17 -17 -15 19 21 23 22 27 24 25 26 -21 28 -6 -30
right_child=1 8 -4 10 5 7 -8 -9 9 11 -12 12 13 15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011420358407801113 6.4796493141731437e-05 0.00074129990204729185 0.0010125905259094708 -0.00019711391295798651 0.00026330982694821995 -0.0040158517220216898 0.00066325921121468368 -0.0013399591698020504 -0.0016042789319708601 0.00037439235979237648 -0.0023143698478604868 0.0011717568470157817 -0.002372421837517678 -0.0007415718457983039 -0.0023668363122030952 -0.0023590044255773386 8.8003243939491996e-05 0.0010867081600169745 0.00031650961911618988 -0.0021595885304128036 1.5502556783679358e-05 0.00074767797368063555 -0.00092603892980970797 -0.0022351527574340701 0.00061824063655899469 -0.0023535844438740158 0.0023926463824913455 0.0010304903349816108 -0.0018041902874726321 0.0001736631449972751
leaf_weight=1.220874999668015 2.2387954071164122 6.1619815647136411 5.5515604594838797 0.90341192483902011 13.515947732608774 0.58598164096474592 17.382386133540422 1.6422884526400592 1.1030792848905537 0.79568520933389553 1.6742255717981605 4.6912400941364458 1.4078727331943799 2.6481421971693617 0.93968287578900345 1.6683767531867477 67.962505414187035 6.4030305063934065 55.380931651219726 0.35169616676285276 17.547483266112977 10.669117732206358 3.2597178579308084 1.5765245109796522 1.4533184727770274 1.3238842571154235 0.44729912281036377 2.8765414878725997 2.3784580375067881 5.50018724007532
leaf_count=98 14 49 56 10 116 9 219 93 12 4 45 28 18 19 38 109 1897 56 378 47 407 83 24 44 23 34 1 11 64 28
internal_value=0.000157003 6.24844e-05 0.000222327 -0.000811344 0.00019033 0.000134689 0.000544783 -0.00204365 0.000107363 6.27799e-05 -0.00157231 8.40348e-05 0.000108474 4.61929e-05 -0.00110995 8.94696e-05 2.93722e-05 0.0005518 0.000176432 4.905e-05 -0.00022724 0.000213235 6.12016e-06 -0.0010539 -0.000533154 -0.0013214 0.000388875 0.000131313 1.04172e-05 -0.000423424
internal_weight=241.262 98.598 142.664 4.81643 137.113 118.509 18.6033 2.22827 93.7816 87.6196 2.57764 86.5165 84.7812 80.0899 1.73537 78.6821 69.6309 9.05117 116.281 60.9002 22.7002 38.2 27.5309 5.15272 3.5762 2.12288 0.798995 24.2711 21.3946 7.87865
internal_count=4034 2299 1735 69 1679 1362 317 102 2230 2181 55 2169 2127 2099 42 2081 2006 75 1260 882 556 326 243 149 105 82 48 219 208 92
is_linear=0
shrinkage=0.00196078


Tree=741
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 0 2 2 1 1 0 2 2 2 2 1 1 2 2 1 0 2 1 0 2 2 0 2 1
split_gain=0.0814137 0.204864 0.239908 0.236906 0.148626 0.566345 0.140902 0.193532 0.168673 0.0784711 1.04537 0.57115 0.551286 0.766614 0.923134 0.978392 0.583721 0.436702 0.780346 0.504452 0.681709 0.963072 1.2749 0.554251 0.542744 0.421138 0.31722 0.332062 0.415579 0.268416
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.57152480465000022 0.43929822460000006 0.58650938595000024 42.522337019050006 42.536568606950006 0.37078231190000005 0.36945001650000003 0.51401155655000019 37.784765830350004 41.898943182100005 42.536568606950006 47.927946529500012 0.37977904855000005 0.36533337325000009 36.893814626400008 36.491284729650012 0.36006406990000012 0.50278434775000014 37.038444968100009 0.36491422415000008 0.49949103320000005 43.426640904350009 43.89540535710001 0.53158588065000012 47.709122305950011 0.3782970569500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 9 -6 -5 -8 -9 10 17 12 -11 16 -15 -16 -14 19 -19 23 24 22 -22 -1 -21 -24 29 -28 -29 -13
right_child=1 2 3 6 5 -7 7 8 -10 11 -12 26 13 14 15 -17 -18 18 -20 20 21 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.01736042597968921 -0.093103286258115675 0.060724079549279671 -0.09722275085519215 0.085559829848600416 0.089046572081603367 -0.0083994125773706966 -0.095467410017790397 0.096886894157416165 -0.092516130981485867 0.0088837566587444614 0.058167578499757219 -0.035249522140747856 -0.12875760699454761 0.080936124178412436 -0.11553834291563241 0.059582461925514696 -0.023183368940139268 -0.065976044985757626 0.0069704662800936469 0.001596971542365326 -0.17535519121244522 0.026384673938335861 -0.064177489960818318 0.10188491188349919 0.050717268684183123 0.038423932251775518 -0.11408546092612575 -0.097892533059433975 0.003863181252111803 0.002938575439758161
leaf_weight=3.4694934557264778 0.27122072745851156 0.34382332791574277 0.29546937716713728 0.14049831245210953 0.77289448125520666 1.4910991258948341 0.16923443040286656 0.13399514555931091 0.057286771834696992 2.1253340838011345 2.816536769270896 1.606306793168186 1.2358988765627148 0.65323387831449498 0.79282907020024118 0.41472886355040828 0.70022673150015169 2.2443229602649799 2.8297477579326369 106.69310930638312 0.73375473916530598 1.2203362062573431 0.92113328211416934 0.81828989088535298 1.9550494616851199 0.54255248728441074 0.35781897973720278 0.43439702157047611 1.6203011841425903 71.286126569117187
leaf_count=184 433 11 80 6 18 42 135 1 267 22 30 12 35 6 62 9 22 16 26 1254 5 5 44 4 37 65 153 100 66 884
internal_value=0.00117574 -0.0209365 -0.00377173 -0.031613 0.00132599 0.0248672 0.00707976 -0.023505 0.0401628 0.0010666 0.00252639 -0.00116628 -0.0287906 -0.049879 -0.00753516 -0.0553941 -0.0905752 0.00123578 -0.0252947 0.00239275 0.00120288 -0.0394229 -0.0759687 0.0334913 0.00248086 -0.0261457 0.00100619 -0.0319528 -0.0176497 0.00209704
internal_weight=209.147 1.41153 1.14031 0.796484 207.736 2.26399 0.501015 0.360516 0.191282 205.472 124.244 81.2272 5.92225 3.79692 1.86079 1.20756 1.93613 121.428 5.07407 116.354 112.066 3.41778 2.19744 4.28778 108.648 1.46369 75.305 2.41252 2.0547 72.8924
internal_count=4034 933 500 489 3101 60 409 403 268 3041 1670 1371 156 134 77 71 57 1640 42 1598 1410 119 114 188 1291 109 1215 319 166 896
is_linear=0
shrinkage=0.0923845


Tree=742
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 1 1 0 1 2 0 0 1 1 1 0 0 1 1 0 0 1 1 1 2 1 2 1 0
split_gain=0.0788193 0.372683 0.484972 0.527569 0.414845 0.387453 0.292115 1.18468 0.499606 0.390073 0.994421 0.495986 0.40075 0.290065 0.869157 0.840776 0.73855 0.665807 0.266852 0.729586 0.291565 0.535488 0.477933 0.273979 1.44873 0.250639 0.246103 0.244524 0.21611 0.507613
threshold=0.47883296910000012 0.35275889945000011 0.4778150355000001 40.636252116050009 0.3453339720000001 0.46495613905000005 0.34503457980000002 0.34512439750000007 0.48244064550000004 0.34536391125000004 42.198888176300009 0.47916230050000003 0.47961138885000004 0.34536391125000004 0.34524415440000006 0.34545372890000009 0.47754558250000007 0.47709649410000005 0.34542378970000004 0.34545372890000009 0.48244064550000004 0.48271009850000007 0.34584293880000011 0.34566330350000002 0.34575312120000007 41.646178195200001 0.34614233110000009 50.205949521800008 0.36006406990000012 0.49787431515000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -5 27 8 -8 -2 10 -9 -11 -13 14 -1 -15 17 25 -14 -20 22 26 -21 -23 -25 -17 -22 -3 -26 -30
right_child=6 5 3 4 -6 -7 7 9 -10 11 -12 12 18 15 -16 16 -18 -19 19 20 21 23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.0010978898261602467 0.030081304818941338 -0.089657219466110924 -0.001948616050187948 -0.079602554185808388 -0.021824894183066466 0.071579240790609344 -0.075560023331498555 0.043003163643140198 -0.0056673784111730243 0.048028638416827252 -0.014349932914910704 -0.04553987579410055 -0.033664667115260713 0.075905475677669032 -0.071759834268550066 0.027444645239149846 0.055952819233807689 -0.10859410364859952 0.078888550399406204 0.0016028027993704528 0.089264689318661175 0.027608772800402821 -0.034496644465975716 -0.0977169722065616 0.0095195753147127721 -0.043714011630390646 0.011732353351462135 0.091264804891515547 -0.055224533905717993 0.00025983853898795954
leaf_weight=26.893964873695953 7.2536969780921918 0.22691342842517659 4.5579029247164708 1.6882514683529732 2.3352160342037678 0.98883255492910394 1.5841627940535534 5.6459605731070024 5.3605173602700233 1.7062974423170079 4.1254927664995193 1.5162718622013915 1.7938226470723737 1.5175563897937525 1.356159411228872 0.93934475793503291 1.0991560444235799 0.65055947005748738 0.93713033944368263 7.1825246298685652 0.78779002651572116 2.9642835035920134 4.8406945043388987 1.1777477711439122 20.601875498890877 0.66773294619633816 0.546924889087677 0.079553566873073578 1.3180052730640444 95.902345630459422
leaf_count=681 32 113 23 23 34 29 11 37 34 8 30 26 13 12 33 12 11 17 20 37 50 20 32 16 169 41 2 1 42 2425
internal_value=0.00102153 -0.00236497 -0.00382182 -0.0226347 -0.0460685 0.0445425 0.00190279 0.000829491 0.0148896 0.00163065 0.0187888 0.000443898 -0.000137846 0.00105192 -0.00239968 0.0210562 -0.00374028 -0.0328025 0.000360815 0.000808753 0.000268037 0.00155514 -0.0129313 0.000942967 0.000278723 -0.00212143 0.0574943 -0.042693 0.00125829 -0.000492357
internal_weight=208.247 43.0011 41.7058 8.58137 4.02347 1.2953 165.246 152.631 12.6142 151.047 9.77145 141.276 139.569 33.1245 28.2501 4.87435 3.35679 2.25764 138.053 136.259 135.322 123.299 12.0232 121.964 119 1.60708 1.33471 0.306467 117.822 97.2204
internal_count=4034 1030 887 80 57 143 3004 2938 66 2927 67 2860 2852 807 714 93 81 70 2826 2813 2793 2724 69 2672 2652 53 52 114 2636 2467
is_linear=0
shrinkage=0.0887971


Tree=743
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 0 0 0 1 1 0 1 0 0 2 2 2 0 2 2 0 2 1 0 1 1 0 2 0
split_gain=0.466295 1.27387 1.70172 1.26056 0.744917 0.591594 0.834719 3.39208 1.02035 0.768626 3.29765 2.0332 2.89061 0.654989 0.879446 0.604982 0.898052 0.871985 0.543379 0.506503 0.838998 0.715384 1.51236 0.706854 0.510807 0.504995 0.50588 0.676926 0.502743 3.15202
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.4662734648500001 37.784765830350004 0.5216909673500002 0.51675099550000014 0.5231430197000001 0.3782970569500001 0.37286308795000006 0.50339810185000011 0.36204005870000006 0.47883296910000012 0.4784437592000001 41.872294782850005 44.262924377150007 41.741384785950011 0.5054040298000001 41.319407281650008 41.535369675400013 0.48447651265000008 40.241071441700008 0.34488488370000009 0.48351845755000006 0.34536391125000004 0.34524415440000006 0.47736594710000008 41.385032804600009 0.47700667645000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 -1 7 9 -8 10 11 12 13 14 15 17 -17 25 -13 21 24 23 -23 -15 -21 26 27 28 29 -7
right_child=1 4 3 -5 -6 6 8 -9 -10 -11 -12 18 -14 19 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047554472830290513 -0.0027633505917249476 9.9487824083974418e-05 0.0010233016951481076 -0.0020418042906083728 -0.0014233029431243878 8.5522798158109835e-05 0.0013636687447191012 -0.0017708703561649594 3.0267154136343537e-05 0.0010239697064073096 -0.0018163021371886791 0.001811257731391919 -0.00217031526999884 0.0008947966431967823 -0.0010111632166021067 -0.00072905032636910326 0.00015265154141901868 0.0014958347337847098 0.00061943722879642573 5.8546767685425786e-05 0.00026085310538589296 -4.9312280693428636e-05 0.0016066228151304764 9.0214353830577821e-05 -0.0010442304603316018 0.0008704352346205319 -0.00072944623474182919 0.00060949785619505113 0.00078165990687853112 -0.0035941656011481329
leaf_weight=25.451085229869932 1.449768190752365 70.685724323753675 1.480729184135271 0.79166479549894564 1.2570205993688421 7.06493530655281 4.6907218424603325 3.5708826070185742 4.1659847631817684 3.8895281173754475 3.2338473780546328 3.4421426057815543 2.057624591048806 5.5879631862044397 3.1447529131546608 7.5245882072194972 10.839205328025853 2.0162913538515559 2.5680154610890895 3.1762787252664557 38.904180029407144 3.5193179026246053 5.3347078040242195 16.877856560051441 3.2850833982229233 3.2380176561418912 2.8487094957381478 7.4205214232206336 1.7382214345270757 1.024835482239723
leaf_count=324 44 1139 96 82 757 152 19 37 38 27 61 32 52 24 30 320 182 16 23 13 272 27 55 83 33 23 15 28 22 8
internal_value=0.000143802 1.50114e-05 -0.0011035 -4.4531e-05 7.28808e-05 0.000198979 0.000152414 0.000116064 0.000736468 0.000164631 0.000139845 0.000187909 0.000134598 0.000172986 -9.6505e-06 6.23954e-05 -0.000208627 0.000258715 0.00130202 0.00028459 0.000152183 0.000476376 0.000948418 0.00029034 -0.000502127 0.000151821 3.60395e-05 0.000162465 -0.000175063 -0.000380631
internal_weight=252.28 75.6649 3.72216 2.27239 71.9427 176.615 151.164 142.308 8.85671 138.737 134.847 131.613 125.603 123.545 46.8601 43.7153 18.3638 25.3515 6.01016 76.6854 45.3655 31.3198 8.85403 22.4658 6.46136 23.3352 20.0972 17.2485 9.82799 8.08977
internal_count=4034 2118 222 178 1896 1916 1592 1535 57 1498 1471 1410 1355 1303 796 766 502 264 55 507 318 189 82 107 46 248 225 210 182 160
is_linear=0
shrinkage=0.00196078


Tree=744
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 1 0 0 1 2 1 0 2 2 2 0 1 1 2 2 2 2 0 0 2 0 1 2 0
split_gain=0.430579 1.12935 0.746038 1.00689 1.04568 1.21005 0.669645 0.548445 0.699013 0.664277 0.652342 1.38281 0.777659 0.615508 1.07843 0.905123 0.744096 2.08385 0.874818 1.0732 0.539481 0.504889 0.519289 0.518241 0.435057 0.755816 0.707049 1.21471 0.567129 1.70475
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.3782970569500001 37.784765830350004 41.898943182100005 0.4662734648500001 0.47883296910000012 0.4784437592000001 0.36533337325000009 36.620308449100001 0.36006406990000012 0.49787431515000008 41.872294782850005 44.262924377150007 41.741384785950011 0.45798030000000006 0.34398670700000006 0.34509445825000007 42.719328117250008 41.571132012400007 43.89540535710001 47.709122305950011 0.53158588065000012 0.5231430197000001 40.137820134150012 0.53544804050000006 0.39900002995000006 38.748048509250005 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 21 8 13 10 -9 12 -12 15 16 20 -15 -18 -19 -20 -1 24 -23 -24 25 -4 27 28 29 -26
right_child=2 -3 6 -5 5 -7 -8 9 -10 -11 11 -13 -14 14 -16 -17 17 18 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00023862370830214535 0.0012668760905173134 0.0013521594321054275 0.00060049341011456819 -0.0023441762461688899 -0.002544686011149861 5.3357120957685041e-05 -0.0014252377581079772 0.001137208848642644 -0.00084366488840601742 -0.00037386330472724896 0.00028487913861492876 -0.00096335165720727014 0.0011160075657374218 -0.0021799461904459748 0.00021993249910250379 0.0015036907230607059 0.0019363538915709618 -0.0023079186865844394 0.00014944555478449512 -0.0016480400058357487 -0.00089992514967395301 -0.0020692383126411709 -0.0024422628479807691 0.00014669421511588458 -0.0017940052514951008 -0.00042980062930443266 0.00015867928267398074 -0.0022204370327071482 0.00016273320165189701 0.00037698930648242466
leaf_weight=25.963551233428014 1.2535916417837132 3.2449156194925299 14.293174692080358 1.0972577740249105 1.0652211708948018 1.9527186043560503 1.119648119816701 3.5699399299919596 3.3410304612480095 5.7119407458230844 75.614171057939529 3.2963697705417863 4.591051695868372 1.1216853799705875 11.491686488734556 2.1000296806450924 1.1748352348804472 1.3455546637997029 3.3255099104717374 2.0732090587262064 1.7051274512195949 0.76929386181291137 0.34653698299371205 2.0906384464487928 2.6171679426915935 3.3859977999236426 58.762009563593892 1.1857629845617328 8.5611444886308146 2.9671628447249532
leaf_count=430 8 30 89 75 33 27 757 27 31 39 473 30 51 156 187 16 9 41 49 79 22 205 54 112 41 27 682 39 185 30
internal_value=0.000141161 0.00020801 4.25542e-05 -0.000668769 -0.000238396 -0.000863656 8.22941e-05 0.000182654 2.48315e-05 0.000273899 0.000316392 0.0002813 0.000332454 8.25174e-05 -0.000178649 0.000262653 -0.000685282 -0.000473574 -0.000893377 -0.000540823 0.000168459 0.000100066 -0.000664751 -0.000221424 0.000126788 0.000403167 6.08417e-05 -0.000314153 -0.000154356 -0.000640475
internal_weight=251.138 149.671 101.467 5.36879 4.27153 3.01794 96.0985 146.426 53.6422 92.7835 87.0715 83.5016 80.2052 50.3012 20.5325 29.7687 9.04079 7.91911 6.74427 5.39872 27.6687 94.9789 3.20647 2.43718 91.7724 17.6792 74.0932 15.3312 14.1455 5.58433
internal_count=4034 1670 2364 143 68 60 2221 1640 1020 620 581 554 524 989 521 468 334 178 169 128 452 1464 371 166 1093 116 977 295 256 71
is_linear=0
shrinkage=0.00196078


Tree=745
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 2 1 1 0 2 1 2 0 1 2 0 0 1 2 0 2 0 1 1 2 2 2 0 1
split_gain=0.0799677 0.306262 0.100949 0.398048 0.723456 0.327867 0.158077 0.157621 0.451466 0.407882 0.274091 0.255509 0.893584 1.20757 0.261485 0.143615 0.119298 0.113342 0.213575 0.215655 0.250497 0.112686 1.40229 1.76669 0.638634 0.586633 0.550151 0.520865 0.969468 0.900591
threshold=0.39498817400000003 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 0.32388251845000005 0.31761025120000003 0.45589952400000006 34.466665687600006 0.34311846950000008 38.064633603500006 0.46989611090000011 0.34398670700000006 50.448116877400004 0.39672464895000009 0.47464147780000004 0.34440585610000002 44.756878345700009 0.46495613905000005 38.969453495950006 0.48028502140000007 0.35738450945000005 0.36042334060000009 38.748048509250005 38.478081868400004 39.896141435400004 0.47865333370000007 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 7 -5 -6 -7 8 -4 10 -9 12 -11 -14 -13 -8 -2 18 -16 -20 -21 22 -19 -24 -25 26 -26 28 -23 -30
right_child=2 -3 3 4 5 6 15 9 -10 11 -12 14 13 -15 17 -17 -18 21 19 20 -22 27 23 24 25 -27 -28 -29 29 -31
leaf_value=0.02482361798210251 0.0015305789123208448 -0.10032162782521406 -0.013249483406694922 -0.13078413399201669 0.097766857566100013 -0.10066464966713962 0.04010243078936479 0.0086409401003426731 0.04490027400734839 0.047595473137920875 -0.10348881362627176 0.031564314268193866 -0.0036254652132197088 -0.14226731981158525 0.026346715429482619 -0.096975069856299112 0.034130552914705722 0.081451349410851803 -0.085281875791756889 -0.097031036904668133 0.10127144259829152 -0.084683409648283567 -0.13126801245911618 0.086714909343961047 0.0019387553359173394 0.040367472367760684 -0.053756522648528794 0.0025101576052707036 -0.084122121048867946 -0.0016992034887904088
leaf_weight=0.40892196714412321 2.3195237815380088 0.32364788672566647 2.273071475327014 0.59227238409221061 0.25970796577166766 0.20267343827617879 0.27520531958725769 0.3102149233345689 2.6969642085023224 1.1044539846479886 0.57413649879163131 2.6778259091079226 1.5227048132801431 0.93786956736585114 0.45679151266813167 0.094979556022735778 1.875636214885162 2.1569018438458434 0.61611501631341525 0.098551793023943901 0.14608243107795715 1.6555536016821886 0.90045597590505977 0.86337192915379901 29.422711148573857 3.4946486728731534 1.7351163232633542 130.90724108606992 1.3225939497351671 16.546963149950898
leaf_count=15 19 158 69 13 5 36 23 47 28 17 166 15 40 12 4 191 44 16 37 52 1 11 12 17 651 32 38 2027 9 229
internal_value=0.00123542 -0.0304653 0.00134705 0.00104331 -0.0495813 0.00818498 -0.0324274 0.00139965 0.0183052 0.000974124 -0.0641557 0.00126714 -0.0242303 -0.05647 0.00173812 0.004932 0.0161059 0.00131847 -0.026775 -0.0549661 0.0213846 0.00151431 0.00614905 0.00168897 0.00505991 0.00302546 -0.0011628 0.000325886 -0.0143187 -0.00779964
internal_weight=208.773 0.73257 208.04 203.845 1.42484 0.832566 0.572858 202.42 4.97004 197.45 0.884351 196.566 3.56503 2.46057 193.001 0.370185 4.19516 190.323 1.31754 0.860749 0.244634 189.006 38.5732 36.4163 35.5158 34.6525 31.1578 150.432 19.5251 17.8696
internal_count=4034 173 3861 3798 268 255 250 3530 97 3433 213 3220 69 52 3151 214 63 3136 94 90 53 3042 766 750 738 721 689 2276 249 238
is_linear=0
shrinkage=0.0961169


Tree=746
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 0 2 2 2 2 2 0 0 0 1 2 0 1 1 1 1 2 2 1 0 2 2 0
split_gain=0.390091 1.0195 1.36932 0.97084 0.942904 0.65779 0.583765 0.497885 0.548634 0.931233 0.839973 0.516131 0.607835 0.502465 0.586314 1.03487 1.1259 0.605242 0.478256 1.04194 0.609978 0.463632 0.935466 0.44854 0.868678 0.832414 1.1846 0.717178 0.902894 0.713574
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 0.4662734648500001 0.47883296910000012 0.4784437592000001 41.872294782850005 44.262924377150007 41.741384785950011 41.571132012400007 41.481306584950012 0.4778150355000001 0.45798030000000006 0.47396784530000008 0.34509445825000007 42.719328117250008 0.52404119640000013 0.39019789825000006 0.38906020780000011 0.46280051495000007 0.45368402140000008 40.563919884450009 40.94178426300001 0.34545372890000009 0.48271009850000007 41.257403903850005 41.32819714970001 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 21 7 8 10 13 11 12 -1 14 -10 -16 -17 -18 19 20 23 22 -3 25 -25 -8 -27 -26 -29 -28
right_child=1 5 3 -5 -6 -7 18 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 -23 -24 24 27 26 29 28 -30 -31
leaf_value=0.00013188574013190746 -0.0027603830151166167 0.00011911911054271266 0.0016788118719937497 -0.0020317703837451676 -0.0020931372851129629 -0.0013925373091896835 0.0010364170397414087 -0.00071571578751439139 -0.0021120574589795849 0.00020532430887174443 0.0014950048703080694 -0.00092748087757408702 0.0011838134322739284 -0.0021180324940181725 0.0015526067201648305 -0.0024004903644594135 0.00031379701746843473 -0.0013678583740657931 -0.00045744175971000335 0.0011662089916976567 -0.00054486359262575688 0.00096215673182864113 -0.0015268441288091093 -0.00055198319617612876 0.0008149013087260194 -0.00072091431303606009 0.00034424952327166138 -0.00086102716466631324 0.00024190701637335943 0.001320527815319302
leaf_weight=22.199459838826453 1.14391879102186 62.532145995577594 1.1096548080677169 0.67868873616680492 0.33074254068924336 1.130327538910932 7.6846150755882254 3.2016242286190382 0.78893402978428895 10.157223768765105 1.9540745523991052 1.5706283294130106 2.3339357541990458 0.85276226839050639 0.95998735050670791 1.1228482936276121 2.8178487257100646 1.1622168181929735 3.2433079076581626 5.1735441547352812 3.4550550766289225 2.3992399785201988 1.3563340095424781 5.5010308045893899 7.853001218289136 3.7293644733726969 25.890283742919568 3.0186282396316519 52.206476190011017 3.2384431064128867
leaf_count=419 44 938 21 82 75 757 39 31 156 187 16 22 12 27 16 37 37 63 36 23 27 27 174 30 57 20 210 23 410 18
internal_value=0.00016129 3.88549e-05 -0.00103156 -9.83101e-05 0.000812701 9.06624e-05 0.000212161 3.18915e-05 8.40161e-05 -0.000184603 0.000255019 0.000162198 0.000231959 -0.000698657 -0.000522005 -0.0003151 -0.000666463 -0.000177262 0.000285348 0.000305807 0.000266267 0.000115954 8.41758e-05 0.000291949 0.000195292 0.000455448 0.000319575 0.000260461 0.00018162 0.000452789
internal_weight=240.796 70.6811 3.263 2.11909 1.4404 67.418 170.115 49.1215 45.9199 17.8618 28.0581 26.104 24.5334 7.7046 6.85184 6.0629 5.10291 3.98007 120.994 117.75 112.577 66.2877 63.8885 109.122 68.5791 40.5427 32.8581 63.0781 55.2251 29.1287
internal_count=4034 2118 222 178 96 1896 1916 1023 992 523 469 453 431 336 309 153 137 100 893 857 834 1139 1112 807 520 287 248 490 433 228
is_linear=0
shrinkage=0.00196078


Tree=747
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 0 0 0 1 2 2 1 1 2 2 1 1 0 2 0 0 1 1 2 1 1 2 2 0 1
split_gain=0.0824353 0.182767 0.144418 0.140494 0.335281 0.507005 0.909045 0.993406 0.592925 0.417275 0.241866 0.408115 0.148751 0.097426 0.208434 0.893194 1.21944 0.859405 0.196227 0.544325 2.42514 0.418368 0.397184 0.279753 0.693613 0.479743 0.232931 0.496763 0.667645 0.285802
threshold=32.724174661450007 0.38906020780000011 0.53043322055000008 36.010074051050005 0.39670967935000007 0.51191581090000016 0.50086823750000009 0.49880243110000005 0.34398670700000006 34.466665687600006 36.364346611650006 0.39019789825000006 0.36491422415000008 36.620308449100001 37.038444968100009 0.36575252235000005 0.38370108680000009 0.52889135055000014 37.784765830350004 0.5231430197000001 0.54136103710000005 0.37286308795000006 0.42290649980000011 38.064633603500006 0.37347684200000003 0.39476362980000007 38.400997490450003 38.748048509250005 0.53866650695000018 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 -1 -3 4 5 6 7 8 -2 -6 11 -5 -10 -12 15 -15 -17 -18 19 21 -21 -16 -22 24 -20 -26 -25 28 -28 -29
right_child=3 2 -4 10 9 -7 -8 -9 12 -11 13 -13 -14 14 18 16 17 -19 23 20 22 -23 -24 26 25 -27 27 29 -30 -31
leaf_value=-0.047342107307012063 0.035595876816413637 0.097422477949429723 -0.093557544461112405 -0.00030053664522639489 0.0076323741927226182 0.042751945338519629 -0.064851937445007196 0.071559733948169432 -0.024787937989290496 -0.10403636909403066 0.022452364489804439 -0.10243857616547168 -0.084060697296798312 -0.060535223117269922 0.0067142997418506841 0.11063128336880347 -0.12246902200439948 0.030557812659117615 0.033028746604156591 -0.14306235499765607 0.065335327059177273 0.067370341444503518 -0.0097609933085938509 0.0202142706715772 -0.112213770102771 -0.0075832308113220571 -0.065907235421236124 0.0019768317961554355 0.012441796645895856 -0.019061218671540158
leaf_weight=0.73306740813495608 1.0409506331197902 0.14829067885875702 0.043768925903350464 0.93458550120703765 0.76343587766677845 3.9472782602533698 1.4048244655132291 1.8666684851050375 0.69047873029194284 0.45630071911000414 1.7949331924610294 0.51948391940095462 0.75815348327159882 2.19691373448586 1.7889130195835599 0.8329880237579349 0.53415034757927038 0.75733150106680114 0.92311626783339251 0.87848664098419282 1.5042686983942988 2.1214943081140518 1.0011858391153508 5.2897236314602187 0.89117968827486016 0.64450671412851079 2.1782840671949084 164.58932639549948 1.6176273571836643 5.7022193625034552
leaf_count=89 36 1 108 31 60 24 12 10 34 66 31 42 8 22 36 2 10 41 18 18 6 10 54 76 12 36 33 2382 29 697
internal_value=0.00119231 -0.026324 0.0538996 0.00131491 0.0115106 0.0172463 -0.000229157 0.0206107 -0.0175905 -0.0341427 0.000748471 -0.0367906 -0.0558088 0.00102804 0.000829252 -0.0192324 0.0234788 -0.0327333 0.00128764 0.0161451 -0.010984 0.0396217 0.0353267 0.000691628 -0.0302589 -0.0683018 0.00111588 0.000535568 -0.0325188 0.00127237
internal_weight=208.554 0.925127 0.19206 207.629 10.9281 9.70835 5.76108 4.35625 2.48958 1.21974 196.701 1.45407 1.44863 195.247 193.452 4.32138 2.12447 1.29148 189.13 7.29435 3.38394 3.91041 2.50545 181.836 2.4588 1.53569 179.377 174.087 3.79591 170.292
internal_count=4034 198 109 3836 250 124 100 88 78 126 3586 73 42 3513 3482 75 53 51 3407 124 78 46 60 3283 66 48 3217 3141 62 3079
is_linear=0
shrinkage=0.0923845


Tree=748
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 1 1 0 2 1 1 0 2 2 0 2 0 1 0 0 0 0 0 2 1 0 1 1 0
split_gain=0.0764091 0.805294 0.372962 0.582237 0.579369 0.389093 0.815368 0.501454 0.270696 0.306189 0.441605 0.324464 1.94946 0.440638 0.544342 0.406902 0.390763 0.315534 0.710202 0.538083 1.12676 0.414182 1.64717 0.601837 0.468352 0.579673 0.790808 0.209277 0.401993 0.543918
threshold=39.458743938000005 39.525197829750006 0.46898296455000005 38.121007182500009 0.34674111555000003 0.35738450945000005 0.36006406990000012 0.36359689830000008 0.49830843385000007 39.110279783550006 0.44805544745000009 0.39072183470000005 0.52770875125000016 36.242939472700009 35.171584490050009 0.51505942935000004 38.969453495950006 0.52812790035000023 0.39408999735000005 0.52925062125000011 0.53544804050000006 0.54228915300000013 0.54386096225000014 0.56859076075000015 38.625745710700009 0.40509266190000009 0.56294721715000018 0.45280081435000008 0.4591329601000001 0.56065686655000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 -7 -8 -9 11 -11 13 -13 14 -10 -15 17 -14 -19 -20 -21 -22 -23 24 25 -24 -27 -3 -29 -30
right_child=1 27 4 -5 5 6 7 8 9 10 -12 12 16 15 -16 -17 -18 18 19 20 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0083597756076209343 -0.063450220443134323 0.0011230536140019545 0.034402284133593197 -0.10968679200639125 -0.039749410683959048 0.097449659328528712 -0.06266891625020693 0.042464837810153921 0.0044298790829025202 0.0032558108449228821 0.065415103344412903 -0.12951291131005183 0.073412564263636945 -0.022851722115761364 0.053830694980952616 0.012559531535536551 -0.051196358279935343 -0.1065831108143394 0.070841746211360301 -0.10113399104255082 0.026176774468374506 -0.14712052230296002 0.052248022313356901 -0.098361451771055305 0.062695599279701947 -0.097954512175763786 0.011451266406257826 -0.10415297202503286 -0.11445135405057037 0.016619709623532569
leaf_weight=2.8516100374072262 1.6209614945109923 152.03178278998621 5.2893065055832258 0.55589626236178435 1.7060903422534455 0.75817791940062207 0.94180591776966949 1.4608357474207867 4.3936891499906805 2.5167280351743093 1.4943101957614997 1.0376794001786027 0.50531311705708404 4.8908935561776143 3.135669831186533 5.8412054181098938 1.1775481979857421 0.48941341415047546 0.93234377913176913 0.84928212757222254 5.0581111973151547 0.63357488252222527 1.147525127977133 0.40690834801034714 1.3058698130771516 0.8237826852127913 1.5844087410077916 0.44312457127125471 0.31822268212272309 1.4129656357290512
leaf_count=204 32 2248 42 19 17 18 14 13 38 31 26 45 3 34 18 37 26 7 9 34 30 7 5 331 7 73 36 48 8 574
internal_value=0.00105816 5.64652e-05 0.0040722 -0.0248901 0.00611206 0.00263952 0.004387 0.00265027 0.00420042 0.00273805 0.0264132 -3.75458e-05 -0.00947487 0.00820615 0.0250033 -0.00357829 -0.00112296 0.00316952 0.000486871 0.00459943 -0.000630321 0.0071575 -0.00914213 0.00745077 0.0163071 -0.000729481 -0.0259737 0.000724026 -0.0271767 -0.00747344
internal_weight=207.615 155.827 51.788 3.40751 48.3805 43.0912 41.3851 40.6269 39.6851 38.2243 4.01104 34.2132 15.9518 18.2615 7.52936 10.7321 14.9141 13.7365 13.2312 12.7418 11.8095 10.9602 5.90207 5.26849 4.86159 3.55572 2.40819 154.206 2.17431 1.73119
internal_count=4034 2910 1124 223 901 859 842 824 810 797 57 740 613 127 56 71 568 542 539 532 523 489 459 452 121 114 109 2878 630 582
is_linear=0
shrinkage=0.0905731


Tree=749
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 1 1 2 0 0 0 2 2 1 1 2 2 0 1 0 2 0 2 0 0 0 2 0 1
split_gain=0.0739657 0.293831 0.223271 0.148063 1.06656 0.480984 0.361364 0.387997 0.391473 0.324337 0.299846 0.256605 0.216887 1.17913 0.639331 0.989812 0.575287 0.568939 1.67293 0.554752 0.426297 0.425061 0.276566 0.775695 0.384542 0.312081 0.268157 0.244853 0.192855 0.600083
threshold=0.47721625100000004 0.34398670700000006 0.47709649410000005 0.34485494450000004 0.47943175355000006 0.34494476210000008 0.34515433670000012 0.34527409360000011 41.50623664750001 0.4778150355000001 0.48200652675000005 0.47817430615000006 42.779078631750004 42.865207177650007 0.34614233110000009 0.34656148020000005 42.753078181500008 43.157831852650006 0.50339810185000011 0.36042334060000009 0.51675099550000014 43.680097826700013 0.53866650695000018 48.86568841230001 0.50706565670000014 0.54386096225000014 0.55832160710000012 43.047778594550003 0.53158588065000012 0.3782970569500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -5 -7 8 -8 -9 -6 -11 16 -14 -15 -16 -13 18 -17 -19 -20 26 23 24 -23 -24 -21 -22 29 -25
right_child=1 3 -4 5 10 6 7 9 -10 11 -12 12 13 14 15 17 -18 19 20 21 27 22 25 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013280225426823774 0.053759968117642651 -0.050504118588461634 -0.035722469238023254 0.032629845107415671 0.031415521767799208 -0.023274504723510021 0.045955991102102314 0.029531034386816514 0.0045369512034092539 -0.034393503420107475 -0.0065710104616712355 0.0014744945424478369 -0.11432034918124358 -0.03623331770213882 0.097938442520849434 -0.1395234662951137 0.06393446638698691 0.050450269287436886 0.062333090815160801 0.046271579086842644 -0.072919150019006534 -0.0018836798527868974 0.022028350372647117 0.072467080574246223 -0.10765795332270231 -0.057238054153054288 -0.014229186736793237 0.023528099240048412 0.084256463964721751 -0.12066443525982933
leaf_weight=22.924336061079888 0.95580121874809165 3.6967036589048785 1.8081092950887967 4.4516071719117454 3.5158009752631187 5.172024500090628 3.4789484590291959 3.444696892052888 4.8527145455591381 1.8711064727976907 3.8831377774477005 126.22702668450847 0.89400116150500508 4.0863110087811974 0.97059450671076675 0.95527174137532656 1.3231478333473194 2.2856091372668725 0.86650859634391941 1.9632202243665235 0.51585627158056013 0.410229179720773 1.8899839366786184 0.3569660186767577 1.1920509882838812 0.57530519295232796 0.97291038898401883 0.42738350381841883 0.33857827074825764 0.23817577649242594
leaf_count=865 7 26 17 20 17 37 19 33 31 23 25 1994 14 41 4 10 8 21 8 34 24 39 19 5 167 410 37 20 5 54
internal_value=0.000992389 0.00165009 -0.00384249 0.0013747 -0.00917154 0.00206401 0.0012409 0.00203269 0.0218318 0.000946034 0.0114793 0.000282335 0.000725249 -0.00868446 -0.00345095 0.0061459 0.00212243 -0.000713737 -0.0386366 0.00954325 0.0146163 -0.00223608 -0.0189444 -0.0407926 -0.0805767 0.00353057 0.0262242 -0.0292187 0.0274776 -0.00482416
internal_weight=206.544 181.812 24.7324 180.856 11.0956 169.76 165.309 160.137 8.33166 151.805 7.39894 148.36 146.489 18.939 18.045 13.9586 127.55 12.988 2.76502 10.223 1.80975 7.93742 5.00129 2.536 1.60228 2.46529 2.93613 0.94324 0.93372 0.595142
internal_count=4034 3152 882 3145 68 3077 3057 3020 50 2970 42 2937 2914 912 898 857 2002 853 62 791 52 770 699 270 206 429 71 44 64 59
is_linear=0
shrinkage=0.0942322


Tree=750
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 1 0 1 0 0 0 0 1 2 2 1 1 0 0 2 2 1 1 0 2 1 1 1
split_gain=0.4277 1.56023 0.720573 1.24503 1.69473 0.629176 0.913595 0.787351 0.699946 1.80651 2.17412 0.783745 0.867732 1.32436 0.503483 0.403852 0.381123 0.375069 0.769155 0.371864 0.517961 1.79838 1.92147 0.534357 0.58033 1.0802 0.421281 1.03863 0.417899 1.05433
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.52366695610000014 0.52688542260000015 0.52432561900000019 0.4662734648500001 42.522337019050006 42.977735738100002 0.46280051495000007 0.45368402140000008 0.5654770815500002 0.55832160710000012 38.903925214650009 40.844669808050007 0.43590012275000006 0.42953803780000005 0.54499865270000014 42.558389508100007 0.44805544745000009 0.43837010870000009 0.45036076765000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7 -8 -9 -10 -11 -12 13 -13 17 -16 -6 18 19 20 23 -22 -23 24 -14 -26 28 -28 -21 -30
right_child=2 -3 5 -5 16 6 7 8 9 10 11 12 14 -15 15 -17 -18 -19 -20 26 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00019383096015960133 0.0011286716286093088 0.0014702644998007058 -0.001197739347420095 -0.0017165944771257249 -0.0026367566783017044 0.00088308303547762366 -0.0015437244033759099 -0.0011333878992626771 0.0012727492040654229 -0.0023860160841901006 0.00069415677633709099 0.00022673159761478902 9.3718274798313431e-05 -0.0022995189039702094 -0.0021127798096806085 0.00061364195518163122 -0.00030639388800342672 0.00087025748759984802 -0.001478780262290766 0.001208523914229819 0.0013956094689191163 -0.002869502058566108 -0.00015891281500369454 0.00088017724371696414 0.00024846402585679338 -0.0026035405565566672 -0.0023225791982542953 0.00052226732252674043 -0.0011787223581399414 0.00092394738579709289
leaf_weight=143.590668300174 2.2621579915285106 3.7786047160625449 1.4112995306495566 2.3366763914527837 0.73731825838331111 5.6804415050428352 1.1453046734677617 1.7523283561604319 4.9079738873988381 1.3877132995985437 7.4610242019989519 1.6814613175811239 40.559227290577837 1.5181996409082783 0.70550368772728578 0.29673434621145134 0.4255548173605348 2.3130716135783578 1.2147872912537412 3.2180505927535688 1.4128300121519703 1.5868131294846533 2.7444246473605745 3.138106432161293 1.1987974443472915 0.88937238173093636 0.67982770621165434 1.7992698850575832 1.3271386653359512 2.9655513148754835
leaf_count=1640 13 30 14 68 22 41 12 27 28 18 49 26 547 109 479 278 40 27 174 50 20 22 40 33 14 36 66 15 57 39
internal_value=0.000159648 0.000226559 5.97994e-05 -0.000613084 0.00013977 0.000101489 0.00012151 7.11506e-05 9.29718e-05 0.000118861 4.63466e-05 9.03488e-05 2.52935e-05 -0.000971943 7.3603e-05 -0.00130556 -0.00178396 9.4853e-05 6.62631e-05 9.67721e-05 2.96498e-05 -0.000525364 -0.00115198 9.92797e-05 4.18192e-05 -0.000966233 0.000443002 -0.000257857 0.000674338 0.000273881
internal_weight=246.126 147.369 98.757 5.76171 3.42503 92.9953 91.584 85.9035 84.7582 83.0059 78.0979 76.7102 69.2492 3.19966 66.0495 1.00224 1.16287 65.0473 62.7342 61.5194 51.5296 5.74407 4.33124 45.7855 42.6474 2.08817 9.98984 2.4791 7.51074 4.29269
internal_count=4034 1670 2364 143 75 2221 2207 2166 2154 2127 2099 2081 2032 135 1897 757 62 1140 1113 939 712 82 62 630 597 50 227 81 146 96
is_linear=0
shrinkage=0.00196078


Tree=751
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 1 0 2 0 1 0 2 2 0 2 1 2 0 0 0 1 0 1 1 2 2 0 0
split_gain=0.0689937 0.188122 0.207631 0.226533 0.148431 0.275988 0.371735 0.498589 0.241443 0.696746 0.202067 0.139646 0.224082 0.758178 1.0853 0.836039 0.914189 0.730283 0.431098 0.376518 0.340804 0.191013 0.185346 0.892017 0.823647 0.31762 0.302031 0.294213 0.28618 0.339761
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.58415915690000009 0.56719858685000013 38.903925214650009 40.984321400500008 0.44805544745000009 0.56395018115000017 42.283941020600004 0.5696985120000001 0.46280051495000007 0.54646567465000018 38.748048509250005 40.206947806850003 0.55257327625000008 41.942745071500006 0.45036076765000005 37.73036952315001 0.55832160710000012 0.55769288345000012 0.56341127510000011 0.42473279245000012 0.54064249575000012 0.42114008565000011 0.41988263825000011 42.006870117350005 42.686561923500008 0.5398790455000001 0.53833717555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 -6 -7 10 11 -10 -8 12 22 18 20 16 -16 19 21 -17 -15 -14 24 26 25 28 -24 -28 29 -1
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12 -13 13 14 15 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010239571908363988 -0.093027876272031254 0.05646416951428225 -0.096881985031766801 0.0085062126465059 -0.040094892068248664 0.038716811339893686 -0.1128821305076569 0.018460880671399841 -0.10573853419713229 0.017258846644039039 -0.018238134805465888 0.028806673130069731 -0.033584711698903168 -0.045785882443772873 -0.12389740399133183 0.053894487733634026 0.0058535935915771317 -0.047063713973516573 0.080794136605758932 -0.0051776596305379875 -0.12530155736106949 0.036303747868716395 -0.13643733245758743 0.043607356596958788 -0.059665332613352551 0.028791672130034002 0.096615946732573163 -0.097877664954337376 -0.016644062521554984 0.020349974687339466
leaf_weight=158.67668530402807 0.24532389635260088 0.3392790106590835 0.27730973803636516 0.46763051180641924 0.72462074051145364 3.8180802291026339 0.41242104396224055 2.0306682754307985 0.68329325941158348 0.92549041139136534 0.36111765302484855 1.524498002429026 0.68196205771528118 0.88170476909726658 0.95732067036442436 2.4156131119816568 0.89839418902556645 1.3680849316588135 1.0017096488736568 1.488306315790396 0.96195550169795752 0.6537245512008667 0.3435944808297785 2.9299096979666501 1.8836868733633299 3.630576714873313 0.12663882970809937 0.13951124038430862 7.3608057848177841 8.1634752042591554
leaf_count=2334 433 11 80 409 26 41 13 66 46 15 29 17 41 28 20 34 28 20 26 36 16 2 13 21 18 20 1 84 66 40
internal_value=0.00100546 -0.0199718 -0.0034416 -0.0307254 0.00114148 0.0140354 0.0199585 -0.00558203 0.000662313 -0.0349814 -0.0686987 0.000954748 0.000736515 -0.0118844 -0.0240944 -0.00775221 -0.061082 0.0110196 0.0349797 0.0313742 -0.0872743 0.000620769 0.00151536 0.0224504 0.00110303 0.00174672 -0.0792116 -0.00533422 0.00118306 0.00196958
internal_weight=206.373 1.32954 1.08422 0.74494 205.044 7.34691 6.62229 2.80421 197.697 1.60878 0.773539 196.088 194.564 11.3088 8.97138 7.12772 1.85571 5.272 2.3374 3.90392 1.84366 1.33569 183.255 3.53965 179.715 177.832 0.609745 0.26615 174.201 166.84
internal_count=4034 933 500 489 3101 175 149 108 2926 61 42 2865 2848 251 182 138 48 90 69 70 44 43 2597 119 2478 2460 98 85 2440 2374
is_linear=0
shrinkage=0.0923845


Tree=752
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 2 0 2 1 0 0 1 0 2 1 0 0 1 1 0 1 2 2 2 0 2 0 2 0 2
split_gain=0.345967 0.862127 1.3351 1.01791 1.25176 1.0936 0.945955 0.824481 0.692879 0.965374 0.589857 0.569774 1.84962 1.09555 0.985408 0.878265 0.735064 0.55088 0.696794 0.656862 1.00296 0.430765 0.756262 1.20273 1.02657 1.01222 0.441231 0.603351 0.512397 0.393135
threshold=42.094663496250007 0.48068920095000006 42.686561923500008 0.3459626957000001 0.34575312120000007 42.283941020600004 0.47754558250000007 42.006870117350005 0.34521421515000011 0.4815274992000001 0.49949103320000005 0.39542229275000007 0.53544804050000006 36.728658719300007 0.39408999735000005 0.52404119640000013 0.52770875125000016 0.39019789825000006 0.38906020780000011 0.52005927965000021 0.38052752915000004 42.719328117250008 44.169240047700008 43.631818398850008 0.47883296910000012 43.426640904350009 0.47754558250000007 47.927946529500012 0.37331217625000007 37.198331469900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 8 -5 -2 11 -3 -10 -9 14 13 -13 15 17 -17 18 19 20 -1 -4 23 24 25 -23 27 28 -24 -14
right_child=1 3 21 5 -6 -7 -8 10 9 -11 -12 12 29 -15 -16 16 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00025111890023821578 -0.00046703310319964983 0.0010565648928544864 0.0012509668873752942 -0.0018945775074528191 0.001777578855122479 6.6942644644063279e-05 -0.0022956919691228157 0.00020696491606379946 0.00070151797805507012 -0.00066531087536147115 0.001480551866325918 0.00036367364029357273 -0.00061311195023340298 -0.0021431390718634731 0.0013388859239788951 -0.0017128781799112408 -4.2959401193546117e-05 0.00080830704603699775 -0.00066367878692756034 0.0010360402977832265 -0.0008778651146323709 -0.0020675820528152835 0.00082480216597505631 -0.0024901592776727347 0.00075029799839568994 0.00046563299975376475 0.001324280473872796 0.00027759768309056044 -0.0015486795629613111 0.00015169837798132812
leaf_weight=99.949660165832029 2.5937973218387951 3.5440914593636972 0.94533160328865307 1.1339378147677077 2.8982044495642176 30.108362102961109 1.8729034056887028 2.4419349590898483 3.9498845785856247 3.9971020370721817 3.2708869220223278 0.93848125881049727 2.7661920053378699 2.3452699526969809 3.1009050004649898 1.5757758644176636 2.8397831358015537 6.4638580942992112 3.331860587000846 3.9068285301327697 3.1197348267305633 1.5651943682314624 0.46636438183486362 1.1388959372416136 2.1594982892274857 0.99003334308508772 1.1719996230676759 8.4402835555374605 1.3979032978822941 39.234471179937827
leaf_count=985 65 12 4 41 55 1011 42 18 22 31 27 20 318 105 15 45 28 39 27 21 26 133 4 56 8 28 8 54 132 654
internal_value=0.000157359 3.90589e-05 -0.000272821 0.000194496 0.000626018 -4.25064e-06 -0.0012338 0.000203504 0.000335579 1.4043e-05 0.00093616 0.000178821 -9.47608e-06 -0.0014267 0.000247427 0.000219499 -0.000638902 0.000251958 0.000219357 0.00024686 0.000216946 -3.79496e-05 -0.000108258 -0.00068179 -0.000244958 -0.00108608 0.000184273 5.46125e-05 -0.00095493 0.000101327
internal_weight=243.659 68.3738 22.7422 45.6316 14.3893 31.2423 4.4667 175.286 11.4911 7.94699 5.71282 169.573 45.2844 3.28375 124.288 121.188 4.41556 116.772 110.308 106.976 103.069 18.2755 17.3302 5.85362 4.71473 2.55523 11.4766 10.3046 1.86427 42.0007
internal_count=4034 1706 534 1172 120 1052 107 2328 65 53 45 2283 1097 125 1186 1171 73 1098 1059 1032 1011 427 423 225 169 161 198 190 136 972
is_linear=0
shrinkage=0.00196078


Tree=753
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 0 1 0 2 0 1 1 1 2 2 2 1 0 2 0 1 1 0 1 2 0 0 2 0 2
split_gain=0.307998 0.762876 1.62191 1.15768 3.94289 1.2759 2.4993 0.676277 0.89397 1.482 0.701935 0.689772 0.941503 0.765273 0.659474 0.812283 0.829429 0.604069 0.572085 0.58894 0.477141 2.9863 2.15207 1.95022 1.39959 1.08518 0.78107 2.71638 1.63303 0.697009
threshold=0.52366695610000014 0.5223196910500002 39.110279783550006 0.38906020780000011 39.051326806600009 0.52005927965000021 0.38370108680000009 0.52770875125000016 39.952536079750011 0.52404119640000013 0.4662734648500001 0.38976377950000002 0.39408999735000005 42.434124620650003 38.625745710700009 39.256147742250008 0.34551360740000009 0.5216909673500002 37.198331469900005 0.4778150355000001 0.37286308795000006 0.37668033890000002 0.50339810185000011 0.35862698720000002 47.927946529500012 0.5054040298000001 0.48447651265000008 41.319407281650008 0.48386275860000011 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 14 8 9 -2 -9 -10 -13 -14 18 16 -16 -6 -1 -20 22 -22 23 26 29 -24 28 -28 -17 -25
right_child=7 2 -4 4 17 -7 -8 10 11 -11 -12 12 13 -15 15 20 -18 -19 19 -21 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.00025064459188284195 0.00057197666163352962 -0.00016008002596776814 0.0017383876546650055 0.00099284033518062679 -0.0023370478299973795 0.0012705395202293863 -0.0019809302157908918 0.00010776579893900444 0.0016015752044004892 -0.0025823992290306963 -0.0014702860685721821 -0.0021999018459670544 0.0011352028614195859 -0.0024575991733016534 5.1460658538252824e-05 0.00012767599528382213 -0.0015302480501712301 -0.0049309737483860709 0.00022000208357730096 0.0013155642287111136 -0.0021025031898662524 0.00065500128546863929 0.0021074753363816332 -0.0042225385313691679 0.0016739787560831132 0.000425179761466335 0.0015257490121438674 4.8869549881351698e-05 -0.0016051861357716738 -0.001518011283441822
leaf_weight=13.635159652774748 0.87589435442350749 3.361665364354848 3.5648207657504827 1.9971100374532391 1.3705763835023388 4.0078282692702478 2.0876266160048536 66.421343101696039 0.83670952054671976 1.6539469875860957 1.1016871170577349 0.79568613925948772 1.1904692221432922 0.28191039906960202 2.944898202084004 86.840430083946558 2.247353732585907 0.46135748879169103 2.9997355485102144 5.0833874754607677 2.3891716024372718 4.1030497569590807 3.2183191217482081 0.44063888117671002 0.47837436199188221 2.720264217350632 6.84663247317076 15.924746096134184 2.1424532905220977 2.1735384980565868
leaf_count=255 5 20 23 21 78 21 22 1071 8 56 757 45 11 108 23 975 21 6 47 32 43 35 30 8 4 23 61 96 14 115
internal_value=0.000134036 0.000179578 0.000816995 0.000152676 -0.000912821 0.000178129 0.000150114 2.75599e-05 -0.000625054 -0.00149028 8.20187e-05 7.99488e-05 -0.000481393 0.000447304 0.000178967 0.000127044 -0.000633148 -0.00299031 0.000495668 0.000908989 0.000158056 -0.000359775 0.000185889 0.000126374 -0.00140961 0.00133687 0.000168878 0.00049292 8.59536e-05 -0.00197388
internal_weight=244.197 171.039 6.92649 164.113 3.82904 160.284 156.276 73.1576 5.63462 2.52984 67.523 3.10478 2.26807 1.47238 154.188 132.47 5.19225 1.83193 21.7183 8.08312 127.278 6.49222 120.785 114.847 3.09255 5.93858 111.754 22.7714 88.9829 2.61418
internal_count=4034 1973 43 1930 105 1825 1804 2061 233 61 1828 172 164 119 1782 1448 44 84 334 79 1404 78 1326 1273 127 53 1146 157 989 123
is_linear=0
shrinkage=0.00196078


Tree=754
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 0 1 1 1 2 1 1 0 2 1 2 0 0 2 2 2 1 1 1 0 2 1 1 0
split_gain=0.0727937 0.282862 0.082772 0.363595 0.634121 0.276264 0.153062 0.148487 0.566962 0.411176 0.159981 0.564905 0.53411 0.207524 0.156689 0.397089 0.152241 0.137207 0.134863 0.108759 0.650089 0.842308 0.82841 2.49741 1.54525 0.530294 0.968397 1.18379 0.889529 0.565502
threshold=0.39498817400000003 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.32388251845000005 0.33750486510000005 0.31761025120000003 44.421469061800003 0.35471991855000007 0.39193437325000008 0.5098649741000002 47.927946529500012 0.35862698720000002 35.419594101850009 0.5054040298000001 0.55832160710000012 39.458743938000005 39.896141435400004 40.003678352300007 0.34524415440000006 0.35165114815000004 0.37003383130000006 0.47700667645000011 42.488347682450005 0.34515433670000012 0.34548366815000003 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 -5 -6 17 9 16 -4 19 -12 13 14 15 -13 -9 -7 -8 -10 22 -22 -21 -24 -25 26 28 -28 -23 -27
right_child=2 -3 3 4 5 6 18 8 10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 25 23 24 -26 29 27 -29 -30 -31
leaf_value=0.022140023455501295 0.014607892803225154 -0.099998670432769818 -0.012037102795861824 -0.12708571933654206 0.096627059253270753 0.024680573407853873 0.10029743334983271 -0.013503437637270346 0.0054607104074039167 0.043316459501742823 -0.10886868695331033 0.09957744513389305 -0.10037601498357555 -0.0053151241366294847 0.099703370368617011 -0.097207621124260069 -0.10508203482218111 -0.10064809660703809 -0.096663080091986084 0.019679901974624971 0.044898696224799292 -0.12243020166978345 -0.17674176514138892 0.06184181815411615 -0.041186439588904139 0.055709429202649714 0.06846661566264832 -0.10203660573661565 0.002959679963634216 0.0011532410346966776
leaf_weight=0.4153186222538342 4.2144260226341421 0.30295288557681488 2.3070698856317895 0.55863497592508682 0.2262669907649979 0.11548633128404617 0.12079073488712311 0.23508640404906955 49.716287287315481 2.6798178469762206 0.54947114409878794 0.21802749484777528 0.41372540926386125 1.2193250892451031 0.40459150820970535 0.1675216710427776 0.58509664563462138 0.26791436176972638 0.043749374844082922 3.3228091970086089 4.1353182337625176 1.4036865312082221 1.0368065456859747 1.7398843504488466 5.9238597439216392 1.7813365682959545 1.2885106985922901 0.53130930183397129 0.83276880078483362 119.98072523938026
leaf_count=15 63 158 69 13 5 2 1 24 996 28 26 3 218 38 4 64 63 83 164 17 30 87 12 10 103 16 26 73 32 1591
internal_value=0.00116975 -0.0293757 0.00127624 0.000997829 -0.0490379 0.0072781 -0.0296177 0.00133049 0.000912687 0.0177084 0.00124868 -0.0208782 -0.000925885 0.0195497 0.0579205 0.014074 -0.0788332 -0.0628971 0.0479278 0.00159181 0.00023703 0.00221535 -0.0211455 -0.036737 -0.0177961 0.000812457 -0.0333759 0.018687 -0.0757399 0.00195138
internal_weight=206.739 0.718272 206.02 201.806 1.33284 0.774208 0.547941 200.473 195.486 4.98689 194.666 2.97266 2.42319 2.00947 0.790141 0.385549 0.820183 0.383401 0.16454 191.693 141.977 129.954 12.0234 8.70055 7.66374 125.818 4.05628 1.81982 2.23646 121.762
internal_count=4034 173 3861 3798 268 255 250 3530 3433 97 3346 353 327 109 71 67 87 85 165 2993 1997 1855 142 125 113 1825 218 99 119 1607
is_linear=0
shrinkage=0.0961169


Tree=755
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 0 1 1 0 0 0 2 2 1 2 1 1 0 2 2 1 2 0 2 0 1 1 0 0
split_gain=0.0707699 0.184489 0.337545 0.208091 0.147966 0.200972 0.451825 0.292313 0.301019 0.205602 0.343258 0.307494 0.139519 0.175778 0.278001 0.234735 0.35987 0.0908005 1.15576 0.585883 0.593044 0.133492 0.31938 0.556396 0.246708 0.178044 0.634541 0.37149 0.809017 0.307624
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.53043322055000008 34.883496062400006 0.36575252235000005 0.49485045360000007 0.38052752915000004 0.38733870245000007 0.53749887730000012 0.54429508100000012 0.5681267027500001 35.171584490050009 36.010074051050005 0.36533337325000009 36.364346611650006 0.39019789825000006 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.43260680815000008 0.31761025120000003 0.34219035360000005 0.45994131915000008 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 -1 -3 -4 5 6 -2 -7 -9 -10 -11 -12 -6 14 -14 16 -15 18 19 20 -17 -19 25 -24 -25 26 -23 28 29 -27
right_child=4 2 3 -5 12 7 -8 8 9 10 11 -13 13 15 -16 17 -18 21 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.093691205564021274 -0.00020420016064423696 -0.10457287365527865 0.046037994500917341 -0.099577162212165102 -0.021803836537887564 -0.046386007187290489 0.095599260339370953 0.067560849911007761 -0.035973430031472041 0.096672256706755486 -0.10004815004646239 0.037459896138481254 0.057799038801756124 -0.0029835852276431417 0.0034970279471497525 -0.095807434347626258 -0.10009211075981542 0.021242691445309016 -0.15391809101560994 -0.095726353319150248 0.071583969351474278 -0.0053722914661990997 -0.11655256656331178 0.090062627488643993 -0.027291450376768524 -0.036138264794775249 0.080799515685542375 0.0012247171733182497 -0.11459949903936661 0.036163680264766157
leaf_weight=0.09729146957397361 0.90344826376531162 0.35517815195817093 0.35501560941338539 0.1041195695299848 2.2296062751775017 0.73861432820558581 0.73026028275489807 0.72501231729984317 0.78951335954479851 0.35558368265628815 0.22152432845905423 0.33538024737208616 1.1403686853882384 0.90568325744243228 2.4035125638292811 0.20773932631709513 0.47843987686428591 2.6569370198994866 0.40955326906987455 0.3051280416548251 1.0573888039216397 2.1900045775983012 0.51864685863256343 0.20687631808687001 0.50736028892015383 1.0334068546071642 1.0310523441585244 181.14089104611594 0.72336363056092512 0.90595163253601629
leaf_count=1 33 83 5 109 32 5 11 5 8 2 14 63 28 31 49 123 42 16 33 10 12 50 13 5 250 16 80 2834 36 35
internal_value=0.000991499 -0.0241885 -0.0382724 0.0130164 0.00110355 0.0168196 0.0426195 0.00350479 0.0186881 -0.00213056 0.0271513 -0.0172378 0.000726518 0.000980452 0.0209706 0.000615807 -0.0365504 0.000882495 -0.0184146 0.0169274 0.0440976 0.00108261 0.000798082 -0.0451498 0.00669978 0.00110097 0.0222111 0.000731032 -0.0328536 -0.00236315
internal_weight=205.763 0.911605 0.814313 0.459135 204.851 4.79934 1.63371 3.16563 2.42701 1.702 0.912488 0.556905 200.052 197.822 3.54388 194.278 1.38412 192.894 1.97981 1.57026 1.26513 190.914 188.258 1.23288 0.714237 187.025 3.22106 183.804 2.66272 1.93936
internal_count=4034 198 197 114 3836 141 44 97 92 87 79 77 3695 3663 77 3586 73 3513 178 145 135 3335 3319 268 255 3051 130 2921 87 51
is_linear=0
shrinkage=0.0905731


Tree=756
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 0 1 1 2 2 2 2 1 2 1 2 0 2 0 0 1 1 2 0 2 2 1 2 2 1
split_gain=0.0700505 0.258206 0.0677673 0.165074 0.235042 0.119039 0.292687 0.272389 0.363318 0.286049 0.142319 0.891511 0.581445 0.722854 1.24727 0.397724 0.794732 0.216661 0.788934 0.619588 0.202286 0.643458 0.971217 0.261266 0.212404 0.194067 0.197096 0.13022 0.247821 0.128593
threshold=0.39498817400000003 0.37331217625000007 49.283271594150008 0.31100865245000009 0.31060447290000009 0.47721625100000004 0.34398670700000006 0.34551360740000009 42.686561923500008 42.719328117250008 41.919251152600005 42.488347682450005 0.34536391125000004 41.741384785950011 0.34503457980000002 42.719328117250008 0.45994131915000008 41.535369675400013 0.47604862130000009 0.47396784530000008 0.32058920395000007 0.32388251845000005 39.011793722550003 0.46898296455000005 35.782584506850007 35.171584490050009 0.34311846950000008 44.756878345700009 44.952171034750002 0.34485494450000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 10 -9 -10 12 -12 13 14 17 -13 -17 18 19 20 24 -22 23 25 -5 -23 -27 -11 -29 -8
right_child=2 -3 -4 5 -6 6 29 8 9 27 11 15 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.019983858872457953 -0.0030604081485653221 -0.094113405159839819 -0.017365965603714038 0.0091629904249027408 0.04807707461609774 0.052992356903259749 -0.008140193330211442 -0.098393731126987544 0.093603263864679168 -0.093435283071286596 -0.1022176305602194 0.052050322413508793 0.063632379150197177 0.060773797551024432 -0.11968719519349674 0.0049704421045573145 -0.098239587545928736 0.041544166683794043 -0.083736008696262104 0.054361860828312021 0.06948326225689086 0.025081722081261866 -0.11491068578911154 0.039283279286401622 -0.10329689595932449 -0.064334205148806736 -0.0021495028894540588 0.09459942110745298 -0.091511653181233013 0.0019141162024865863
leaf_weight=0.38346451241522927 1.4803783223615019 0.28263807011171593 1.6366453439404711 0.22100525908172475 1.4690021462738514 0.90277119353413482 11.124786584638057 0.59021158538962371 0.18945053219795227 0.20010345982154831 0.82088510721223329 0.95752460509538639 1.15682242065668 1.2544117895886291 0.81273276912543302 3.6369226422393695 0.73586725152563293 0.8323557786643504 0.9665461629629134 1.5373811898753045 0.80276355147361744 0.68641883073723953 0.71744592627510417 1.024987146258354 0.36582908153650351 0.80666705430485286 0.86809294906561263 0.12322892248630524 0.11207452835515141 168.41490494113214
leaf_count=15 48 158 255 5 9 7 68 76 2 48 40 9 4 8 67 55 67 7 8 15 6 42 32 4 44 17 29 1 55 2833
internal_value=0.000894862 -0.0284295 0.000990402 0.00113853 0.0224097 0.000824634 0.00154979 -0.0059133 -0.0474338 0.000700518 -0.00314201 -0.0143523 0.00257888 -0.00390276 -0.0123169 -0.000820724 -0.0123981 -0.00243373 -0.00701103 0.00353691 -0.0106874 -0.00467645 -0.0191838 0.00109834 -0.0609438 -0.0154777 -0.0321015 -0.0397225 0.00595512 0.00129112
internal_weight=205.114 0.666103 204.448 202.812 2.94938 199.862 180.442 19.4197 1.21507 0.624857 18.2047 6.1512 12.0535 10.8966 9.64223 5.33031 4.37279 8.82949 7.99714 7.03059 5.49321 4.90638 4.10361 3.38617 0.586834 2.36118 1.67476 0.435407 0.235303 179.54
internal_count=4034 173 3861 3606 57 3549 2908 641 182 106 459 171 288 284 276 131 122 209 202 194 179 130 124 92 49 88 46 104 56 2901
is_linear=0
shrinkage=0.0905731


Tree=757
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 0 1 1 2 2 2 1 0 0 1 1 0 1 1 1 1 1 2 2 2 0 0 1 1
split_gain=0.067178 0.250935 0.627994 0.272024 1.5008 0.970764 1.15314 1.86323 0.729977 0.89613 0.935013 0.669832 0.435724 0.845773 0.468662 0.361023 0.707831 0.331543 1.56548 0.85527 0.388817 0.562933 0.461622 0.745266 0.510567 0.300161 1.00221 0.696357 0.840678 0.874346
threshold=42.310579034350006 42.006870117350005 0.4815274992000001 0.47976108500000009 0.34569324270000007 41.481306584950012 0.48200652675000005 0.34575312120000007 0.34587287805000005 41.827117825850003 41.571132012400007 41.646178195200001 0.34554354660000003 0.47883296910000012 0.4784437592000001 0.34739977845000009 0.42039160505000012 0.4815274992000001 0.3453339720000001 0.34560342505000002 0.36006406990000012 0.36359689830000008 0.34641178410000012 39.792680591700012 40.80591513400001 40.377444152000002 0.47700667645000011 0.47700667645000011 0.32388251845000005 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 12 17 -7 -8 -9 10 -10 -12 13 14 25 -11 -17 -5 -19 -20 22 -22 -21 -24 -25 26 -1 28 -27 -30
right_child=-2 2 -4 5 -6 6 7 8 9 15 11 -13 -14 -15 -16 16 -18 18 19 20 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.012070584139597711 -0.0022486675876111474 -0.030381270781988264 0.034425317135390446 -0.017394254978165949 0.087059986052879929 0.034988069432836826 -0.14789315638603731 0.054425875513736705 -0.16195856125835398 -0.037411003763102468 0.017324946516346272 -0.0858547824131069 -0.034416192689970107 0.046624429469340367 -0.049700633274710818 -0.020627280359764737 0.093179413974008779 0.055983107366510777 -0.05179509142219485 -0.0023037495645642689 -0.072592700617430783 0.00082966462139413041 -0.012710865315020088 0.10772473176056721 0.03050180388697606 0.059091122067248904 -0.05625707835256584 0.024432526647920508 -0.12505080059954635 0.020161448868740169
leaf_weight=6.7073856904717193 51.194239590124198 1.9650183724370416 6.2547522468084935 8.1620773002505285 2.2842616892721699 2.3771280646324149 1.4368077218532551 1.0220504403114299 0.88336242486548178 1.8525919467210767 1.0796868974139218 1.507913633227872 2.8142500258982173 4.5067525990307322 1.7940274477004994 1.4701500856317582 0.86986140004592005 5.3752547018229953 3.0351658761501303 4.4616293944418413 1.0598670653998841 70.815748339822903 1.6860081274062393 1.6857580980286004 1.7397720739245413 0.6899237491015805 3.1570828482508659 10.608511876314877 1.113911515305517 0.66051878780126561
leaf_count=225 1622 43 86 50 87 10 16 5 18 8 28 51 14 23 13 27 33 30 33 20 16 1284 27 25 24 44 20 47 102 3
internal_value=0.000887176 0.00193591 0.0189327 0.000971449 0.00874602 -0.00144396 -0.027689 -0.042408 -0.0249582 -0.0355453 -0.0731279 -0.0428026 0.00316486 0.00678214 -0.000478255 -0.00443146 0.0216785 0.00190278 0.00365557 0.000326251 0.00226854 -0.000253011 0.0212004 0.0417161 0.0685044 0.00337164 -0.00979741 0.0133087 -0.0345771 -0.0709966
internal_weight=204.271 153.077 8.21977 144.857 34.3366 110.521 12.4996 10.1224 8.68562 7.66357 3.47096 2.5876 32.0524 29.2381 24.7314 4.1926 2.34001 98.0213 89.8592 84.4839 81.4488 71.8756 9.57317 5.11154 3.42553 22.9373 9.86447 13.0729 2.46435 1.77443
internal_count=4034 2412 129 2283 578 1705 196 186 170 165 97 79 491 477 454 68 60 1509 1459 1429 1396 1300 96 76 49 441 245 196 149 105
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 1 1 1 2 2 0 0 2 2 0 0 2 1 0 2 2 1 2 1 2 0 0 0 1
split_gain=0.313564 1.2719 0.636463 0.63139 1.22238 1.59424 0.604451 0.983733 0.583581 0.447835 0.410463 1.13657 2.15503 0.767152 1.32289 0.824809 0.782261 0.938298 0.586158 0.573735 0.895039 1.14151 0.454089 0.841966 1.16322 1.0731 0.419053 0.632433 0.412708 0.674883
threshold=0.37078231190000005 0.36945001650000003 0.4662734648500001 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.38370108680000009 0.38733870245000007 42.522337019050006 41.827117825850003 0.48068920095000006 0.48028502140000007 42.686561923500008 41.942745071500006 0.47997065955000012 0.47754558250000007 42.434124620650003 0.35165114815000004 0.4778150355000001 42.719328117250008 43.426640904350009 0.34524415440000006 42.779078631750004 0.34545372890000009 42.47354681640001 0.47736594710000008 0.46898296455000005 0.47396784530000008 0.33992994225000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -2 -5 -8 -9 -4 28 12 13 14 -12 19 17 -16 22 20 -15 -22 -13 25 -25 -24 27 -23 29 -1
right_child=2 -3 9 6 -6 -7 7 8 -10 -11 11 18 -14 15 16 -17 -18 -19 -20 -21 21 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00038398074178005515 0.00115616687208184 0.0013806015217942144 -0.0021630614938535938 -0.0011826928531422554 -0.0017905761294284353 -0.0018095316023048484 0.00092055187756697225 -0.00089981586971876173 9.5019209140076208e-05 0.00058109483497715447 0.00091589920864391461 -0.0001678980362906114 -0.0032878736133606589 0.0022434567125212829 -0.002322857926296865 0.001695338037769034 -0.0022878546126083865 9.3363217357517124e-05 -0.00058612521760960953 -0.00088754758728440473 -0.0020435540130127232 0.00018956419903509548 0.00036179895488879893 0.00095375548421285561 -0.0004629110880261372 0.0015469807872260843 0.0014819617735653235 -0.0016249701231200891 0.00029185019162520948 -0.00074602801295130976
leaf_weight=4.1211420864710799 2.0822122953832145 3.3674589581787577 0.83022062340933078 1.390582644380628 2.0281989853465348 1.0474423209816448 5.5391255823196834 2.3310951786115757 82.495946842689591 0.31554559324467846 1.3791825780062996 4.9302081838250222 0.89069380238652129 0.70799422264099021 0.88809707274776917 1.0831080824136741 1.7907450194470582 2.0310823400504887 2.7166835982352486 2.7447252310812482 0.98852316713600785 9.3051797442021726 7.4216037318110484 3.5156158879399282 6.0859252959489822 4.8609550707042217 0.84624225459992963 0.80214952258393246 75.258978568948805 4.0084389468865993
leaf_count=198 13 30 479 14 68 62 41 26 1383 278 21 27 8 3 55 3 42 36 36 32 119 219 29 19 41 63 7 38 478 166
internal_value=0.000130515 0.000190158 4.55175e-05 6.26936e-05 -0.000604833 0.000163598 0.000100217 0.000119959 6.76806e-05 -0.00140732 0.000160763 2.58179e-05 -0.000296388 -0.000178317 -0.000773031 4.14477e-05 -0.00126759 -0.00064172 0.00028176 -7.49124e-05 0.000101407 -2.55853e-05 0.000369689 0.000490801 5.58031e-05 0.000830847 0.00015653 4.5557e-05 0.000246513 -0.000173191
internal_weight=237.805 139.745 98.0604 96.9146 5.15785 3.12965 91.7568 90.3662 84.827 1.14577 136.377 52.9887 23.4577 22.567 6.08911 16.4779 4.70992 2.91918 29.531 15.3948 12.6501 11.9421 26.8143 21.8841 9.60154 12.2826 10.9536 10.1073 83.3886 8.12958
internal_count=4034 1670 2364 1607 143 75 1464 1450 1409 757 1640 798 583 575 154 421 133 91 215 418 386 383 179 152 60 92 264 257 842 364
is_linear=0
shrinkage=0.00196078


Tree=759
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 0 0 2 1 0 2 1 1 0 1 0 0 1 2 2 2 0 2 2 2 1 1 2
split_gain=0.53654 1.65544 0.79521 1.45293 1.89649 0.693557 0.532597 0.760598 0.900083 0.520959 1.34999 0.818894 0.478664 0.533674 1.28738 0.680967 1.07244 2.49955 0.734972 1.05482 1.48193 0.588641 0.516165 0.434523 0.430629 0.404666 0.394196 0.854917 2.48665 0.490248
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.4662734648500001 0.36533337325000009 0.48637765340000011 0.48797940185000005 36.620308449100001 0.35862698720000002 0.49830843385000007 43.89540535710001 0.37668033890000002 0.38370108680000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.52366695610000014 0.39382054430000007 38.334060527150008 39.110279783550006 47.709122305950011 0.53158588065000012 42.522337019050006 36.893814626400008 37.198331469900005 0.39591628995000006 0.39814676205000005 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 12 7 -1 -9 -10 11 -11 13 -4 -15 -16 -17 -18 21 20 -20 -19 -14 -24 -7 -8 29 -28 -29 -21
right_child=2 -3 5 -5 -6 24 25 8 9 10 -12 -13 22 14 15 16 17 18 19 26 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00015045491700507041 0.0011988576904855433 0.0014943478322332114 -0.0010656531284425621 -0.0018337903501726394 -0.0019014727244472331 -0.0021441310648354027 -0.00095661522143545218 0.0014187107374004689 0.0011037021421743355 0.0003024213634900816 -0.00077736327546508585 0.0014756943068675724 -0.0020808346722216414 0.0010682523812928504 -0.00095737960273409935 0.0010340458033882426 -0.0024321136564681841 0.00015745436428218798 0.00024360660832149349 0.00027119435026135377 -0.0023005414336161856 0.0012431886884951299 -0.002465659994457105 0.00013274082919608173 0.00046843054986306023 7.2198332667793339e-05 0.00109931260277342 -0.0022469632732003281 0.00017016085156046554 -0.00098048974873829486
leaf_weight=103.71887309760132 2.269808965735137 3.9055894054472438 1.3989441636949767 2.379523617666564 1.1393331191502509 0.8487429933857118 2.5868189204484215 3.7120750620961216 3.2444811537861851 12.615554317831995 3.8916180096566668 2.7935818303376427 0.7410369042117958 5.5594974160194388 2.3048740345111574 4.6836608424782744 1.5078098457306612 3.8977566985413423 1.8119104108773165 2.1618950315023531 1.711901301750913 3.7832693159580231 0.28303336673707269 1.9672687766906163 0.33963025753837428 3.4042558132496197 3.4670577291399232 1.688809729181229 52.678597480844473 2.712528146978002
leaf_count=1398 13 30 12 68 62 479 16 19 27 80 32 42 205 25 23 22 18 23 19 82 73 19 54 112 278 26 21 96 569 91
internal_value=0.000157472 0.000235731 4.72796e-05 -0.000657972 0.000162729 9.09198e-05 0.000199577 0.000225924 0.000524036 0.000376728 0.000254523 0.000515129 0.000110071 0.000135896 0.000155004 9.33946e-05 0.000123629 6.70919e-05 0.000118075 5.14897e-05 -0.000992365 0.00069223 -0.000661477 -0.000194075 -0.00139748 -0.000372022 0.000110147 0.00015528 9.50779e-05 -0.000425345
internal_weight=239.21 139.873 99.3369 5.78867 3.40914 93.5482 135.967 129.976 26.2573 22.5452 19.3008 15.4091 92.3599 89.3685 87.9696 82.4101 80.1052 75.4215 73.9137 66.2327 3.52381 7.68103 2.99134 2.2503 1.18837 5.99107 62.7089 57.8345 54.3674 4.87442
internal_count=4034 1670 2364 143 75 2221 1640 1598 200 181 154 122 1464 1093 1081 1056 1033 1011 993 951 92 42 371 166 757 42 859 686 665 173
is_linear=0
shrinkage=0.00196078


Tree=760
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 1 1 1 0 0 2 2 1 1 1 2 2 0 1 0 0 0 2 1 2 2 2 2
split_gain=0.358722 1.38733 0.712454 1.24141 1.4068 0.604751 0.82405 0.867512 0.545028 0.544833 0.685307 0.860849 0.478157 1.13112 0.468234 0.890135 0.649966 0.47233 1.84507 1.11633 0.997727 1.40243 0.930798 0.876857 0.8132 1.04879 0.693923 1.42692 0.64359 0.58925
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.4662734648500001 0.36533337325000009 0.48637765340000011 0.48797940185000005 43.157831852650006 42.310579034350006 0.35651627195000007 0.35807311160000005 0.35862698720000002 42.198888176300009 42.67709657435001 0.47754558250000007 0.34608245260000009 0.48386275860000011 0.47997065955000012 0.4778150355000001 42.940640897800002 0.34584293880000011 42.719328117250008 43.572676689450006 41.806790701050012 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 -4 -7 -8 -9 10 14 -12 13 -13 17 -16 -17 20 19 -19 21 -1 23 26 25 -24 -20 -28 29 -22
right_child=2 -3 5 -5 -6 6 7 8 -10 -11 11 12 -14 -15 15 16 -18 18 22 -21 28 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00023020178972607861 0.0010693370160534744 0.0014204064122761927 -0.0012022134174179701 -0.0017766976265437642 -0.0016760639540039722 0.00084753953454959167 -0.0016689404925017857 0.0001069460389346359 -0.0013144748824623056 -0.00041949507137060282 0.0013654365143106503 0.00050933271166007834 0.0010123937981423065 -0.00058705494470904802 -0.002546825125556546 0.0019703506404005738 -0.00080122311710206166 -0.00020294514874648085 0.0019291719423767336 -0.0021262697529498015 0.00057064795777618874 -0.0010211193264243101 0.00029708980492264227 -0.0010943517299673612 0.00011521860481298533 0.0021043527980157952 -0.0020617937781558003 0.00018916375247333801 0.00020470106397770302 0.0019994112229099765
leaf_weight=63.121129718267184 2.11712125968188 3.5401968173682681 1.3619718519039441 2.1905787765135756 1.0855400714572168 5.5265753946732721 1.0939307211665426 81.079325889128086 1.0505672191220572 5.6403273925534441 3.6994828954339054 13.636740690097218 3.4602588340640059 4.9241259545087805 0.72144272431614753 0.48507466958835699 0.98770263594633434 2.261379129340642 0.72645394504070537 2.3827570420689881 1.9538963841914654 3.6422338336706153 2.5492945760488492 3.115961547009646 6.4475971460342407 2.3937840312719345 1.2093926364759671 10.33915099094156 2.9480890743434429 2.5688583664596081
leaf_count=626 13 30 14 68 62 41 12 1397 757 42 19 127 24 30 18 7 105 52 4 42 26 26 10 34 45 53 121 180 16 33
internal_value=0.000146036 0.000208266 5.30184e-05 -0.000639229 0.000138785 9.44496e-05 0.000114348 6.56598e-05 8.87639e-05 0.000177442 0.000202648 0.000490247 0.000343218 0.000218465 0.000134062 -0.000762454 0.000111624 0.00015268 -4.88112e-05 -0.00118974 0.000237978 0.000161937 0.000149035 -0.000165437 0.000573945 0.00117229 7.03649e-05 -4.65622e-05 0.000917523 0.00138216
internal_weight=238.261 142.755 95.5056 5.39324 3.20266 90.1124 88.7504 83.2238 82.1299 139.215 133.575 25.7206 22.0211 18.5609 107.854 2.19422 1.47278 105.66 31.4258 4.64414 74.2342 66.7634 26.7816 15.391 11.3907 4.94308 12.275 11.5485 7.47084 4.52275
internal_count=4034 1670 2364 143 75 2221 2207 2166 2154 1640 1598 200 181 157 1398 130 112 1268 541 94 727 652 447 339 108 63 305 301 75 59
is_linear=0
shrinkage=0.00196078


Tree=761
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 1 2 1 0 1 0 0 0 2 1 0 0 2 2 2 0 2 2 2 0 2 2 1
split_gain=0.532828 1.49203 0.634927 1.23777 1.70687 1.19788 0.691033 0.926806 0.746162 0.639756 0.494166 1.60305 2.30847 0.623041 2.37711 1.56929 0.471735 0.713028 1.26728 0.856301 1.41685 0.890095 0.824324 0.675667 0.481387 0.873489 0.464934 0.636271 1.35529 1.04595
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.37413550490000008 0.38370108680000009 0.38552737940000009 40.040005255000004 0.4662734648500001 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.52432561900000019 0.52688542260000015 38.748048509250005 0.36533337325000009 0.48537468940000006 0.48386275860000011 41.481306584950012 40.241071441700008 36.620308449100001 0.48898236580000004 43.157831852650006 42.558389508100007 42.006870117350005 0.47883296910000012 43.218894539100006 42.824128352900011 0.34488488370000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -2 -4 8 -8 -7 10 -9 -12 -13 15 -15 -14 17 18 26 20 21 -19 -22 24 25 -21 -1 28 29 -28
right_child=2 -3 5 -5 -6 6 7 9 -10 -11 11 12 13 14 -16 -17 -18 19 -20 23 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.7896358347878659e-05 0.0011560515336923043 0.001449666504087419 -0.0026978658831954701 -0.001752043525071256 -0.0018283120767164378 0.0013506945340068326 -0.0017908194721879948 -0.00098844282056266401 -4.2631707741244666e-06 -0.0014479053806817658 0.0012248015613751163 -0.0024126754226397994 -0.00071953572426414073 -0.0022880117156398941 7.4796658956642934e-05 0.0010754076539624634 -0.00036480816826621958 0.0010799038620934551 -0.001061170383209543 -0.0005419653072720052 0.0021077730093164346 -0.00020399341893136355 0.00069373447677867751 0.00086777801340699159 -0.00074597222305830449 0.0006748626017552508 0.00092010856853108169 -0.00046890774287563917 0.0014585407812738546 0.00011362652078671986
leaf_weight=47.324893449425872 2.1720169959589835 3.6683135554194441 0.5990965124219646 2.217539063829463 1.1150757251234606 3.3144826665520659 1.0529065184527997 1.6318065224986629 2.9562852231319994 1.067432001799715 4.6056402062531552 1.4548327894881357 2.6261495947837812 1.6799796566992871 64.003551623665771 6.5269509106001351 5.7976019445050033 3.3563691377639788 3.3425840716809025 3.9908720776438731 3.6593001931905738 5.4423075448721647 2.7961844969540834 3.8426271565258494 3.0753087885677806 5.2540474683046341 7.5512918606400481 3.8203506730496875 3.9716991633176795 34.114430912770331
leaf_count=1017 13 30 8 68 62 16 12 27 31 757 28 18 19 109 1140 56 42 27 29 28 32 47 34 26 19 25 31 23 19 241
internal_value=0.000138583 0.000215535 2.67447e-05 -0.000620017 0.00014367 6.56457e-05 8.38552e-05 3.73289e-05 0.000711914 6.03547e-05 7.98626e-05 0.000101412 3.35938e-05 8.11496e-05 1.43634e-05 0.000560414 0.000182572 0.000206697 0.000125832 0.000464412 0.000797628 0.000285766 0.00149528 0.00014993 -7.39636e-05 0.000149579 0.000166827 0.000299767 0.000364113 0.000259789
internal_weight=238.032 141.008 97.0237 5.50463 3.28709 91.5191 90.92 84.6492 6.27077 83.5963 82.5289 80.8971 76.2915 74.8366 65.6835 9.1531 137.34 131.542 100.125 31.417 15.2542 8.79868 6.45548 16.1629 12.3202 9.24492 96.7827 49.4578 45.6374 41.6657
internal_count=4034 1670 2364 143 75 2221 2213 2166 47 2154 1397 1370 1342 1324 1249 75 1640 1598 1360 238 140 74 66 98 72 53 1331 314 291 272
is_linear=0
shrinkage=0.00196078


Tree=762
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 2 1 1 2 1 0 2 2 2 0 1 0 1 0 2 2 1 2 0 0 1 0 1 2
split_gain=0.0810092 0.663777 1.19491 0.771352 0.451648 0.399627 0.296393 0.288931 0.261258 1.23265 0.810345 0.721664 0.908063 0.423643 0.970783 0.295335 0.290122 0.275987 0.852712 0.631275 0.491167 0.39828 1.13449 0.56392 1.05469 0.712444 0.528255 0.462383 0.662655 0.798826
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39045238170000002 0.4662734648500001 42.522337019050006 0.46280051495000007 0.39542229275000007 41.741384785950011 0.39193437325000008 0.53475943835000017 36.728658719300007 37.198331469900005 34.654301448200009 0.54386096225000014 0.4349121284000001 0.5398790455000001 0.41714319930000004 0.54646567465000018 39.685256516350002 40.844669808050007 0.42114008565000011 38.400997490450003 0.54300769440000007 0.54429508100000012 0.45280081435000008 0.56719858685000013 0.41911918805000009 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 7 -7 8 9 -3 -11 12 -10 14 15 -13 -17 -15 19 -19 -21 23 -23 25 -25 -20 -27 28 -26 -30
right_child=1 5 3 -5 -6 6 -8 -9 11 10 -12 13 -14 17 -16 16 -18 18 21 20 -22 22 -24 24 27 26 -28 -29 29 -31
leaf_value=0.0015875867244622829 -0.12873762090973165 0.047117271942088895 0.042890007797706853 -0.093238874456380155 0.037487679100089127 -0.099023788595180531 0.028543973251606545 0.036638506787362857 0.047747852362975081 0.025346250373379883 -0.10212735970955623 0.096141672217017873 -0.084835869557246105 0.014006384826732799 -0.10303166998559629 -0.097657108590847891 0.040437526009202675 -0.085998780580163858 0.060389108887678893 0.10232550383580602 -0.046352776981277516 0.068264681492640991 0.0012893281812147296 -0.07480888581936139 0.030378919816047317 -0.09611814117437259 0.024040966194005302 0.022467814561026134 -0.011023513164735483 -0.087568317386380962
leaf_weight=143.10371227884571 0.92940521149284849 3.8211014382541171 1.0965864601676001 0.49588207245869842 2.9337307661771765 0.5572465836282835 0.20414886693015433 1.830062511799041 0.56374092143960242 0.72768434183672048 0.93442302942276001 0.32804769277572521 1.7068126155209027 11.812033418915233 0.99277369470655685 0.20459684033994563 0.32000430522748502 1.6302059972658747 1.9351233392953902 0.30742481350898732 0.44776388519676402 2.499331086932215 12.213979794970326 2.1242426782846442 1.7463984442874769 0.52887353382538982 0.69399666006211191 3.4284904233063571 3.7432856288505718 1.5950372526422141
leaf_count=1901 44 23 96 82 15 479 278 27 10 10 45 2 201 68 69 26 36 23 6 1 49 20 281 15 10 49 15 68 67 18
internal_value=0.00116159 -0.00165795 -0.0471286 0.000500553 0.00230878 0.000357477 -0.0648197 0.00124151 4.86512e-05 0.0187944 -0.0463184 -0.00205668 -0.0519175 0.000375277 -0.042152 0.0287327 -0.01342 0.00213076 -0.00213369 -0.054286 0.0141717 0.00194395 0.0126663 -0.00804386 -0.0165988 0.0261908 -0.0279261 -0.0048372 -0.0180508 -0.0338943
internal_weight=205.456 59.4187 2.52187 1.59247 146.037 56.8968 0.761395 56.1354 54.3054 5.48321 1.66211 48.8222 2.27055 46.5516 1.84542 0.852649 0.524601 44.7062 32.8942 2.38539 0.755189 30.5088 14.7133 15.7954 12.6375 3.15799 1.22287 10.5132 7.08472 5.33832
internal_count=4034 2118 222 178 1916 1896 757 1139 1112 78 55 1034 211 823 133 64 62 690 622 73 50 549 301 248 178 70 64 163 95 85
is_linear=0
shrinkage=0.0905731


Tree=763
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 2 2 2 0 2 0 0 2 2 2 1 1 2 1 1 0 1 2 1 1 2 1 1 2
split_gain=0.0736832 0.50673 0.740692 0.289509 0.273839 0.34243 0.305951 0.304073 0.287138 0.19067 0.173236 0.166064 1.0619 0.46747 0.648588 0.690155 0.688509 0.428079 0.328658 0.326171 0.406214 0.963285 1.29749 0.312168 0.23822 0.631919 0.302947 0.197562 0.438217 0.400626
threshold=0.45368402140000008 0.56065686655000013 0.56294721715000018 0.4591329601000001 0.4662734648500001 0.56439926950000008 38.903925214650009 39.458743938000005 42.522337019050006 0.58415915690000009 42.536568606950006 0.56294721715000018 0.55832160710000012 41.092444989200011 42.283941020600004 42.558389508100007 0.44805544745000009 0.43691805635000008 40.80591513400001 0.43590012275000006 0.42953803780000005 0.54499865270000014 0.43401395170000007 40.523311941050004 0.45107930900000009 0.43837010870000009 39.685256516350002 0.42473279245000012 0.42114008565000011 41.942745071500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 5 -5 -7 -8 -6 -9 -10 12 19 18 -15 -16 -17 -14 24 20 27 22 -22 -21 25 26 -13 28 -1 -29
right_child=1 2 3 4 8 6 7 9 10 -11 -12 13 17 14 15 16 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.001531275043409311 -0.11726328374216041 0.084431736027041168 -0.1000626746490285 0.10229250476151673 -0.10490878369954759 -0.10625585439728964 0.097421574520352244 -0.099990864885243433 0.10055606275240281 0.033006256800272991 -0.096361616790626423 -0.026737625528164836 -0.019419691549846199 -0.080356526132203052 0.07187153572330704 -0.11386400506211813 0.0094776597927121869 -0.12180300068601035 0.058881784982626466 0.072323807647675931 -0.11238792333241124 -0.13782722276633025 0.10595120354668908 0.0039131426060017988 0.027808158725919213 -0.11709278360472004 0.074698051651701083 -0.0132819813583744 -0.035020355279581326 0.06227809172679407
leaf_weight=178.03706702214367 0.38174303056439329 0.73122639302164349 0.40868234734898612 0.31392857432365395 0.43955785991784058 0.24384516196732875 0.27373528480529785 0.20119218187028309 0.12760460376739502 0.1971907395782182 0.061004781607152836 0.57847818356822045 0.65230325807351508 1.0010469551198182 1.0570376403629782 0.56705007650634831 1.5918263713138001 0.89484394573810278 2.1593147199600935 1.16013282444328 0.44218388535591546 0.64970375734264951 0.58290803874479025 1.3143909189966505 3.5087804828071967 0.42576313036261115 0.51343383174389601 1.1998249575844959 3.0826927511952809 1.4101955227961296
leaf_count=2536 19 7 72 2 476 26 3 62 1 19 273 36 33 22 10 71 15 15 20 9 21 36 28 35 21 61 8 24 39 34
internal_value=0.00110886 -0.0129652 0.000315452 -0.0268196 -0.0107096 0.0156611 -0.0140302 0.0194294 -0.062341 -0.0341602 0.036864 0.00134571 0.000667585 0.0126109 -0.0127935 0.00823751 -0.0229192 -0.0786365 0.0275195 0.00132064 0.000857971 -0.0462643 0.0117684 0.0359862 0.0140465 -0.0177696 0.020959 0.00128752 0.000909159 0.0275432
internal_weight=204.209 3.37971 2.99797 2.26674 1.85806 1.22989 0.915963 0.672118 0.628167 0.398383 0.188609 200.829 189.426 11.4027 4.21696 3.21591 2.15888 1.54715 7.18577 187.879 185.405 1.6748 1.02509 2.47452 5.02646 1.51768 1.09191 183.73 181.12 2.61002
internal_count=4034 960 941 934 862 112 110 84 750 81 274 3074 2810 264 118 96 86 48 146 2762 2718 85 49 44 126 105 44 2633 2575 58
is_linear=0
shrinkage=0.0961169


Tree=764
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 2 0 1 1 1 0 2 2 0 2 0 1 1 1 0 1 0 1 1 2 1 0 0 2 1
split_gain=0.0694782 0.160575 0.197916 0.215014 0.130742 0.157865 0.116543 0.266942 0.310127 0.789472 0.195482 0.603365 0.149207 0.121827 0.183604 0.0971092 0.331502 0.167415 0.373064 0.864083 1.1545 0.178218 0.239653 0.286615 0.241837 0.215771 0.354458 0.485435 0.460929 1.10645
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 42.402981339000007 42.536568606950006 0.56719858685000013 0.43837010870000009 0.44922307715000004 0.44805544745000009 0.56395018115000017 42.283941020600004 39.458743938000005 0.57402472980000019 42.47354681640001 0.56294721715000018 0.45036076765000005 0.43590012275000006 0.42953803780000005 0.54499865270000014 0.43401395170000007 0.55386066285000013 0.42473279245000012 0.42114008565000011 41.942745071500006 0.41988263825000011 0.5398790455000001 0.54136103710000005 41.178189531300006 0.40955360615000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 10 -8 9 -9 15 -12 -10 14 -14 16 17 18 21 20 -20 22 23 25 -24 26 -1 -28 -29 -30
right_child=1 2 3 4 5 -7 7 8 12 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=0.0019425927917824256 -0.098651245977051064 0.060095571799653635 -0.10352787082152277 -0.099378504818823085 0.064045033851739222 -0.098434532249076806 0.046270872523474754 -0.11827769998602226 0.038174937459368577 0.036383210472917975 -0.11027730553867146 0.017343246658536916 -0.068461438777601857 0.035724259394426333 0.0055083716798333604 0.01729890057277686 -0.041952082615135243 0.023801538582336614 -0.11290010196449553 -0.13781817713801164 0.1062950050873432 -0.031607898458922888 -0.0025825562192413726 -0.031936501793914392 0.05945062656905982 0.025379470291114526 -0.06811244513002726 0.010075909657447224 0.017832287126867911 -0.12705915709451007
leaf_weight=165.46457789113083 0.21716716360742694 0.3069476271048186 0.26817454945467034 0.089444056757201906 0.29818076128140092 0.07120047692751541 1.7886045928462397 0.62496995033143299 1.6715052642393859 0.64424493163824081 0.60258161701494717 0.87040443628211506 0.44419761281460557 0.64134173840284336 1.17756059509702 3.445086892694234 1.7362650319773809 3.0670673497661474 0.40593923959931888 0.61205345235066488 0.53579888908279827 1.5862069930590212 1.0874402080662542 2.5067779224482356 1.3588938357643199 3.5486126439645878 1.5630142018198947 4.5446263850899413 1.1523152919835413 0.90398818985704554
leaf_count=2374 433 11 58 138 10 283 39 38 20 2 46 15 15 2 59 29 35 56 21 40 28 69 10 32 34 23 15 49 25 25
internal_value=0.00101854 -0.0220136 -0.00591689 -0.0337881 0.00697345 0.0327261 0.0011612 0.0135972 0.00236688 -0.0397729 0.000715248 -0.0348649 0.0159602 -0.000447399 -0.0147519 0.000986069 0.000690399 0.00108352 0.000707429 -0.0471298 0.0118103 0.00111202 0.00139698 0.000982021 0.0318757 0.00144777 0.000958652 -0.0189836 -0.00735053 -0.0458646
internal_weight=203.235 1.25111 1.03395 0.727 0.458825 0.369381 201.984 6.99242 5.20382 1.26921 194.992 1.47299 3.93461 2.2631 1.62176 193.519 190.074 188.337 185.27 1.55379 0.941738 183.716 182.13 179.684 2.44633 177.177 173.629 8.16394 6.60093 2.0563
internal_count=4034 933 500 489 431 293 3101 175 136 40 2926 61 96 76 74 2865 2836 2801 2745 89 49 2656 2587 2543 44 2511 2488 114 99 50
is_linear=0
shrinkage=0.0980392


Tree=765
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 0 0 1 1 2 1 0 2 2 0 0 0 0 1 2 0 2 2 1 1 0 1 1 2
split_gain=0.0683008 0.25361 0.777099 0.456528 0.329953 0.76298 0.727323 0.843961 0.597687 1.03501 0.560549 0.829746 0.466564 0.423126 0.915448 1.33397 0.986011 0.580904 0.787813 0.530003 0.411723 0.922035 0.351026 0.293643 0.592861 0.26082 0.375067 0.271045 0.308047 0.290545
threshold=42.310579034350006 42.47354681640001 0.34641178410000012 0.51401155655000019 0.47997065955000012 0.4778150355000001 0.47769527860000011 0.47709649410000005 0.3459626957000001 0.34614233110000009 43.120094701700005 0.34575312120000007 0.48386275860000011 43.157831852650006 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.55074698365000019 0.36160593995000007 42.719328117250008 0.46898296455000005 43.680097826700013 47.709122305950011 0.4025178887000001 0.3782970569500001 0.53158588065000012 0.38780276035000005 0.39193437325000008 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 20 10 -10 11 -6 -11 14 -14 -16 -17 -18 -19 -15 -3 -22 -21 24 -24 -25 -27 -28 -29 -30
right_child=1 4 3 -5 8 -7 -8 -9 9 12 -12 -13 13 19 15 16 17 18 -20 22 21 -23 23 25 -26 26 27 28 29 -31
leaf_value=0.0018866559297912846 -0.06730620675472325 0.05613743980505053 0.046485731133827514 -0.021274260474229326 0.021725683866443642 -0.051393499383433204 0.10110076186958442 -0.088896445683221068 -0.13771819037386332 0.071440454080025639 -0.0013475815120622462 0.10050607334752878 0.0075197584506216603 0.051187545201200224 -0.12825165083372883 0.062436699708106648 -0.12185154304775192 0.10110035186857076 -0.1028764767820973 0.024699657257795264 0.0051136780354459239 -0.10101501063613533 -0.091471895665800995 0.071835035090533531 0.0018837948997716802 -0.11607823279954504 -0.11150724541112449 0.063428419447335238 -0.098502280616463253 0.030784898048886875
leaf_weight=151.1924476082329 2.0490383819487752 1.1336983610235574 1.4405888703186067 2.2807668826571899 4.4600042626261729 3.2692640814930192 0.59993298351764757 0.98109731450676996 0.49879308044910686 0.77411220408976333 4.4410138297826052 1.6177714541554449 5.1630638062488305 2.1891344077885133 1.3565877545624974 0.96143273520283434 0.7029290710124767 0.34141558408737183 0.33128038418362848 2.8180425589671358 8.4292029113821592 0.79551271040691141 1.0946836837829326 0.44605128001421723 1.3477157334964429 0.24867602666927258 0.14975683018565167 0.73490980127826311 0.27733549799449975 0.34805296908052696
leaf_count=2412 38 24 11 42 36 52 4 31 4 5 22 53 64 20 16 10 26 2 39 71 272 83 141 6 245 58 2 6 43 196
internal_value=0.000878694 -0.00209305 -0.0207036 0.00495658 0.000266582 -0.011059 -1.45697e-05 -0.00536422 0.00595079 -0.00369908 0.0241005 0.0426953 -0.000232799 -0.00323009 -0.0181047 -0.0539231 -0.0107777 -0.0619476 0.00064855 0.0104155 0.00254754 -0.00403855 -0.00154064 -0.0174527 -0.0399582 0.0074783 -0.00884392 0.00881543 0.0220619 -0.0265489
internal_weight=202.474 51.2819 5.77039 3.72136 45.5115 15.2087 11.9394 11.3395 30.3028 19.784 10.5188 6.07778 19.2852 18.5111 8.85671 3.69365 2.33706 1.37563 0.672696 9.65436 10.3584 9.22472 7.46522 4.64718 2.4424 2.20478 1.75873 1.51006 1.3603 0.625388
internal_count=4034 1622 91 53 1531 466 414 410 1065 954 111 89 950 945 157 93 77 67 41 788 379 355 768 697 386 311 305 247 245 239
is_linear=0
shrinkage=0.0942322


Tree=766
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 2 1 1 2 2 0 1 1 2 1 2 0 0 0 1 0 0 2 1 1 2 2 1 0
split_gain=0.0694567 0.336141 0.343263 0.445882 0.256863 0.14752 0.85949 0.787873 0.204998 0.355833 0.976108 0.199019 0.459327 0.295278 0.258803 0.210333 0.110744 0.647546 0.638138 0.990179 0.444181 0.449509 0.48569 0.43845 0.680124 0.475413 0.86447 0.541811 0.614126 0.47503
threshold=0.39672464895000009 0.39718870690000002 0.31761025120000003 35.171584490050009 48.86568841230001 0.43260680815000008 48.96897326980001 0.32737043805000005 0.33750486510000005 39.792680591700012 41.919251152600005 0.46739618575000003 0.34311846950000008 0.34452561300000012 44.756878345700009 0.34398670700000006 42.310579034350006 0.47997065955000012 0.48028502140000007 0.48068920095000006 0.3453339720000001 0.47676716265000008 0.4764977096500001 42.456897412850005 0.39542229275000007 0.38370108680000009 42.779078631750004 43.752965619700007 0.36042334060000009 0.48386275860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 -4 9 -7 -11 13 -13 -10 -15 -14 -17 20 -19 -20 21 22 -18 24 -21 26 -25 29 -29 -28
right_child=1 2 5 -5 -6 8 -8 -9 11 10 -12 12 15 14 -16 16 17 18 19 23 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0046749085136496464 0.041422995842013671 0.044359472362295573 0.098891869363360418 -0.10126577733875505 -0.04298431310419705 -0.080270207480363953 -0.1309270979897017 -0.10443678684823278 0.066533903140639533 0.058341498158998278 -0.10461639875517055 -0.042968716081356856 0.028562799002900957 -0.097838939069958566 0.038343911874483709 0.0021530773324192095 -0.098639234901613831 0.076286155911204551 -0.13622841754174564 -0.061800171514783092 -0.015694904883059611 -0.11019644392103355 0.055493894292110442 0.049150134038141197 0.015465226534380826 -0.01025595859611385 0.015449199279776723 0.078719647477500265 -0.015428899665342657 -0.024488123190076115
leaf_weight=3.1228782284597392 1.8152171852998424 0.26641852408647437 0.98580499924719223 0.62395545569597743 1.4800967685878275 0.75574427470564787 0.24167875945568074 0.2042907896120596 0.95405022474005707 0.90839286113623507 0.50944799152784981 2.1063947062939397 2.476360533386468 0.22493101216423383 0.27591965068131685 143.22744229101022 0.32981483184266736 0.99641163181513448 0.46880445443093677 2.255638421047478 5.2775311259320006 1.0364362427499143 0.40379563346505165 4.8391370661556783 1.8342545224732019 10.358354445549137 4.7678632251918298 1.5544584989547723 1.0181973649305289 5.9386024521663785
leaf_count=187 15 4 7 101 19 19 2 116 18 31 34 23 15 71 55 1991 37 4 5 30 120 35 9 72 24 849 27 14 40 60
internal_value=0.000792276 0.0010601 0.000684059 -0.0576917 -0.01065 0.000952047 0.0310875 0.0639887 0.000727927 -0.0280474 -0.000211317 0.00105652 0.000789101 0.0357753 -0.0228155 0.00128257 0.000916028 -0.00339708 0.00198688 -0.00025414 -0.0293954 -0.0702445 -0.0138009 0.00170325 -0.0271478 0.00584692 0.0150531 0.00262752 0.0414578 -0.00670301
internal_weight=201.258 196.655 194.84 0.890374 4.60297 193.95 1.43177 1.1901 192.518 2.17359 1.41784 190.344 188.889 1.4549 0.500851 186.783 184.307 41.0793 34.0317 33.0353 7.04758 1.77005 0.73361 32.5665 4.08989 28.4766 18.1183 13.2791 2.57266 10.7065
internal_count=4034 3828 3813 105 206 3708 125 123 3583 84 65 3499 3355 144 126 3332 3317 1326 1125 1121 201 81 46 1116 54 1062 213 141 54 87
is_linear=0
shrinkage=0.0942322


Tree=767
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 1 1 2 0 2 2 0 2 1 1 0 0 0 0 2 1 0 2 1 0 0 0 1 1 0
split_gain=0.070765 0.172769 0.120818 0.175468 0.438168 0.248506 0.335013 0.138327 0.294849 0.115902 0.477136 0.107615 0.0884287 0.285819 0.0833287 0.545233 0.943788 0.728499 0.572942 1.01192 0.674203 1.34095 0.999806 0.767654 1.08331 1.53767 0.622401 0.56772 1.35152 1.45131
threshold=32.724174661450007 0.38906020780000011 34.883496062400006 0.36575252235000005 0.49485045360000007 0.38976377950000002 0.39382054430000007 34.41230404325001 0.5681267027500001 35.171584490050009 35.419594101850009 0.53043322055000008 30.317390213800007 0.38052752915000004 0.35651627195000007 0.48597347385000006 0.47817430615000006 0.49649711085000009 0.50278434775000014 38.478081868400004 0.37078231190000005 0.51401155655000019 41.898943182100005 0.37413550490000008 0.51675099550000014 0.52005927965000021 0.5054040298000001 0.38552737940000009 0.38906020780000011 0.5216909673500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -2 -5 -7 8 -8 -4 -11 -3 13 -1 -12 16 -16 -17 19 -19 26 22 -22 -23 -25 -26 -20 -27 -29 -30
right_child=2 11 9 5 -6 6 7 -9 -10 10 14 -13 -14 -15 15 17 -18 18 20 -21 21 23 -24 24 25 27 -28 28 29 -31
leaf_value=-0.10258987047325566 -0.001756402175213606 0.10273064971933392 -0.021647171346756294 -0.021884192038552429 0.1029282653972816 0.11421791627910068 -0.10628988265746281 0.04898830484837062 0.035921260188893751 0.074416826356706364 0.0023361073476345908 -0.098975635637619061 -0.075066937516210158 0.099539765460174942 0.032649094890725872 0.068752271211720992 -0.12391511444371976 -0.0064294094745256528 0.064232542563823269 -0.098882195828511904 -0.10017516543136297 -0.12602861004490712 0.0038915206554403928 0.061238607276811782 -0.12829055418585641 -0.074514388600757778 -0.0025138968968236716 0.058359598119369943 -0.11378813975344031 0.00046134811660536972
leaf_weight=0.1374953964004807 0.89509969073696882 0.13179096579551697 2.2457785475762639 1.7111125513911249 0.67343956232070923 0.36766734719276406 0.2504423112841323 0.39183733973550261 0.31813816179965215 0.84148816738524956 102.59858645591885 0.031499934749490421 0.44066091617969505 0.13159549236297607 0.62687829688365926 1.4260126099507022 0.90338102348323446 4.1216667443513861 2.9313021600246421 1.5718682094884568 2.27067121680011 0.45567047968506713 1.4565364263562512 2.8140752927283748 0.89779526471102045 0.94671731887501565 2.4779266864061356 3.8448961052345103 1.0876522206235666 61.29263091230132
leaf_count=48 33 1 32 13 11 1 16 25 42 16 1297 108 38 3 112 38 17 25 25 49 48 5 42 21 24 17 18 27 18 1864
internal_value=0.000745389 -0.0271057 0.000867319 0.0165581 0.0431891 0.00281382 0.0346349 0.0041689 -0.0267184 0.000496195 0.00075444 0.0638201 -0.0480248 -0.00374093 0.000431132 -0.00176181 -0.0597778 -0.000748296 -0.00189846 -0.0319537 0.000227904 -0.00218093 -0.0595075 0.00081416 0.00162956 -0.000834745 0.0336565 0.000868784 0.00194642 -0.00153069
internal_weight=200.292 0.873043 199.419 4.60774 1.56854 3.0392 1.32809 0.960418 0.56858 194.812 192.566 0.163291 0.709752 0.269091 191.724 89.1257 1.53026 87.5954 86.1694 5.69353 80.4759 75.0666 3.72721 71.3394 70.8838 68.0697 5.40923 67.1719 66.2252 62.3803
internal_count=4034 198 3836 141 44 97 84 83 58 3695 3663 109 89 51 3647 2350 129 2221 2183 74 2109 2066 90 1976 1971 1950 43 1926 1909 1882
is_linear=0
shrinkage=0.0980392


Tree=768
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 2 0 1 2 1 0 1 0 0 1 1 2 0 0 0 2 2 1 2 0 0 1 0 2
split_gain=0.449884 0.598015 1.15002 0.757013 0.774061 0.701851 1.5211 0.750693 2.92522 1.24288 0.642297 0.549093 0.465649 0.437212 0.78308 0.485347 0.440889 1.20094 0.868057 0.592901 0.769413 0.886691 2.16842 0.702139 0.651658 0.524073 0.502055 0.790303 0.67601 1.21419
threshold=0.47721625100000004 0.50706565670000014 0.37668033890000002 0.37078231190000005 39.861052345600008 38.625745710700009 37.038444968100009 0.50339810185000011 0.35651627195000007 39.952536079750011 0.4662734648500001 0.49336846205000007 0.38370108680000009 0.49053920540000012 0.48637765340000011 0.34587287805000005 0.34608245260000009 41.806790701050012 0.48386275860000011 0.47754558250000007 0.48068920095000006 41.827117825850003 42.753078181500008 0.34515433670000012 41.257403903850005 0.47943175355000006 0.48098859315000003 0.34479506600000004 0.48244064550000004 42.141702038450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2 8 11 -10 12 13 -4 14 16 -16 18 -18 19 -7 21 23 -23 25 -25 -21 -22 -28 -29 -30
right_child=1 2 10 4 -6 7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 17 -19 -20 20 26 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-6.8655047404124055e-05 0.00023369830443586241 -9.5378335018200912e-06 0.00067177201344374531 -4.4136692289981138e-05 -0.0023510412397676709 0.00094006615138352771 0.001625374315460964 0.0010377240309349877 -0.0033336882078476701 -0.00081075354736735912 -0.001350024619491248 0.00087606073094685774 0.00010398607127082086 -0.00040973030463528404 0.0014068591332793161 0.00039960147834302006 0.0016136692325655734 8.541578973897774e-05 -0.00064258058667553434 -0.00065717806823482818 0.0010957287345220279 -0.0020619375330072904 0.00025950170321130818 5.7767290943544475e-05 0.00096480802076202843 0.00024148340686740033 0.0012453282077465003 -0.00015553598446692104 3.4510879912617242e-05 0.0015234953259408348
leaf_weight=29.997530654720322 8.9182394128292781 2.1165525913238517 5.9440599773079148 0.83072616346180472 1.7109545241110025 3.9429223705083123 4.5652268156409255 4.2151562612270927 1.0268491720780724 2.7916809648013441 1.1241119643118498 5.2840348146855822 84.469375943823252 3.9811010062694541 3.4119366928935042 3.9900481924414635 3.0026941373944265 5.7869584131985903 5.0331532657146445 5.8078887388110214 3.3954794853925732 2.6676889043301335 3.682455993257463 7.6236644610762578 5.0708012729883194 4.3738328889012337 2.9230875521898296 11.735474884510042 6.0506886169314367 3.2293115742504597
leaf_count=882 60 14 49 10 45 24 35 49 19 82 757 43 1424 23 23 22 35 40 42 30 14 44 32 36 17 21 11 60 33 58
internal_value=0.000155875 0.000188147 7.46367e-05 -0.000875735 -0.00159705 0.000285198 0.000704891 0.000228053 0.000192057 -0.0014892 0.000123 0.000262611 0.000141314 0.000224791 0.000255699 0.000863896 0.00019513 0.000607493 0.000139825 0.000204912 0.000153663 -6.7503e-05 -0.000715732 0.000112437 0.000420084 -0.000271134 0.00039014 0.000290058 0.000157187 0.000552657
internal_weight=238.704 208.706 96.1958 4.65823 2.54168 112.51 13.4835 99.0269 94.8118 3.81853 91.5375 90.9932 90.4134 85.7092 81.7281 7.40198 74.3261 8.78965 65.5365 60.5033 56.5604 29.2263 6.35014 22.8762 12.6945 10.1817 27.334 23.9386 21.0155 9.28
internal_count=4034 3152 2299 69 55 853 95 758 709 101 2230 608 1473 565 542 45 497 75 422 380 356 180 76 104 53 51 176 162 151 91
is_linear=0
shrinkage=0.00196078


Tree=769
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 1 0 2 2 1 0 0 2 0 2 2 1 1 0 2 0 0 2 2 1 1 2 1 0
split_gain=0.274138 0.899216 1.50368 1.08757 1.45979 1.45062 0.959598 0.881441 1.67936 1.35224 0.892155 0.873924 1.05615 0.860127 0.546497 0.617117 0.50093 1.524 1.31512 1.14992 0.623065 0.909131 1.166 0.627395 0.718474 0.791632 0.769708 0.480493 0.461754 1.9249
threshold=42.094663496250007 0.48068920095000006 44.169240047700008 43.631818398850008 43.426640904350009 0.34545372890000009 0.34542378970000004 0.48351845755000006 43.182896969600009 42.233786329550007 0.34542378970000004 0.47943175355000006 0.47676716265000008 42.066503896600004 0.47769527860000011 47.927946529500012 42.283941020600004 0.34524415440000006 0.3453339720000001 0.48637765340000011 42.558389508100007 0.50706565670000014 0.5654770815500002 43.047778594550003 42.67709657435001 0.36945001650000003 0.39091643965000006 42.719328117250008 0.39542229275000007 0.53544804050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 5 6 11 8 10 -9 -3 12 27 28 15 -4 -11 -18 -19 -20 21 -21 -23 24 -22 -26 -27 -2 -1 -30
right_child=1 7 14 -5 -6 -7 -8 9 -10 16 -12 -13 -14 -15 -16 -17 17 18 19 20 23 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00022604806735979105 0.00027404154449812247 0.00029740144295951432 -0.00097619098986027864 -0.0025331917547448766 0.0011843504139487399 -0.0020614451568229161 0.001652527454802952 -0.0021663795936868206 -0.00067374132268283558 0.0016421065049166785 0.0016978166649701035 0.00046793159474206277 -0.0025395032388914958 0.0013914792028913235 0.001489362557902071 0.00031792753223731116 -0.0024901291623703682 0.0024281766649077328 -0.0014407371028416853 0.0015432764538650613 6.1585380576342631e-05 -0.00047292312842619057 0.0014642670073777599 0.00019616399347910325 -0.002821332058623702 0.0012318932134753491 -0.001557714444291955 -0.0020258504738676947 -0.0014974518998974056 0.00010491375657217412
leaf_weight=121.09723235891943 1.4201546445838196 2.7982956767082197 1.7370692752592711 1.2263142778829195 1.5333551897783753 2.767346621491015 0.80327034834772337 1.033238073287065 2.5378791056573391 0.80199891989468497 4.6641932539641857 1.7401971239596603 1.4015514482744036 2.2238791837298768 1.1902074422687281 7.6815996821969748 0.86778954602777858 0.94007140398025768 1.8137017115950609 2.7593638375401515 3.1138650139328119 3.6508126249536872 1.7755580355005802 15.163934875390622 0.89993764087557826 0.60156269557774056 1.0337737819063475 0.46314321694080707 3.1041934392560497 40.327871836473605
leaf_count=1205 42 12 138 56 30 81 5 25 13 17 67 10 40 15 6 54 10 2 20 11 34 45 32 822 9 7 46 72 125 983
internal_value=0.00013778 3.12524e-05 -0.000293326 -0.000789215 -0.000578072 -0.000892466 -0.000337422 0.000191615 0.000704103 4.28715e-05 0.00117269 -0.000655522 -0.00125069 0.000180212 0.000237455 7.92554e-05 0.00011117 7.35302e-05 0.000143594 7.38931e-05 0.000168624 0.00062692 0.000160943 -1.16225e-05 -0.000569382 -0.00134435 -0.00053155 -0.000291551 0.000163839 -9.61114e-06
internal_weight=233.173 66.4202 21.9642 11.3553 10.129 8.59566 5.82832 44.456 10.0004 34.4556 7.46249 5.02505 3.28485 166.753 10.6089 9.41867 33.4224 32.6204 31.7526 30.8125 28.9988 8.18573 5.42637 20.8131 5.64914 2.53527 1.63534 1.8833 164.529 43.4321
internal_count=4034 1706 534 336 280 250 169 1172 92 1080 79 164 154 2328 198 192 1055 1038 1028 1026 1006 88 77 918 96 62 53 114 2313 1108
is_linear=0
shrinkage=0.00196078


Tree=770
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 2 1 0 0 1 2 0 0 1 2 2 0 1 1 1 0 0 2 0 0 2 0 0 1 1
split_gain=0.0692203 0.236238 0.0620547 0.14774 0.205288 0.134517 0.286509 0.182913 0.29433 0.1199 0.161241 0.915814 0.140458 0.188601 0.483002 0.674691 0.237781 0.804449 0.440886 0.170868 0.117399 0.164222 0.119255 0.153144 0.10904 0.0843347 0.523098 0.533256 0.451702 0.417308
threshold=0.39498817400000003 0.37331217625000007 49.283271594150008 0.31100865245000009 0.31060447290000009 32.724174661450007 0.38052752915000004 0.51675099550000014 0.53043322055000008 0.31761025120000003 48.457543166250012 0.40750276940000008 0.43260680815000008 0.33204095685000007 39.792680591700012 41.827117825850003 0.46495613905000005 0.34452561300000012 0.34311846950000008 0.34398670700000006 0.55677973715000018 0.39718870690000002 50.205949521800008 0.51675099550000014 0.55832160710000012 42.310579034350006 0.47997065955000012 0.48028502140000007 0.3453339720000001 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -8 -9 10 11 -7 -11 14 -14 -16 17 -15 -18 -20 21 -4 -23 -24 -22 -21 28 -28 -27 -29
right_child=2 -3 20 5 -6 9 7 8 -10 12 -12 -13 13 16 15 -17 18 -19 19 25 24 22 23 -25 -26 26 27 29 -30 -31
leaf_value=0.01677932035096678 -0.002431891002599146 -0.097636627339451137 -0.0037403552107222234 -0.10763175026067839 0.047516868687809674 0.10271218443323814 -0.11312516004495027 0.096958846867492399 -0.10272600080671311 0.031958328317894726 -0.035586871999342046 -0.10098081832302756 -0.11026252664490332 0.090994784082769814 0.052650835127106908 -0.083502774262511903 -0.039237020203442802 -0.096786051053083938 0.026283641901889608 0.0023413012828967963 0.09857802409620478 -0.102657901427334 0.096616499129373368 -0.095091988554043466 -0.094675430659342946 -0.068707535770103398 0.071648640569063365 -0.034000042049325704 -0.01261112417225008 0.0036709841953019968
leaf_weight=0.3966004844987755 1.4834126653440753 0.26887911351150251 0.98286204785108455 0.31325189066774228 1.4398634303361177 0.45809844136238043 0.083338014781475067 0.24257702752947807 0.089813622291103457 1.3134098228329083 1.7293767966330049 0.34256803264725022 0.47992148785851796 0.82850860385224112 0.83093037491198607 0.52888388908468187 2.3787341555871526 0.26814301686317776 2.4554759040474883 142.17720092380569 0.12743470072746266 0.3295510845418903 0.072783127427101135 0.075263556293066358 0.032547161321417661 1.6643873947905365 0.9591188058257093 2.8630584180355063 5.4429121953435242 29.683604370004105
leaf_count=15 48 158 4 48 9 2 1 4 109 108 14 60 12 18 29 33 29 112 15 1870 1 18 1 71 160 81 4 21 123 856
internal_value=0.000891666 -0.0294491 0.000992785 0.00114305 0.0221704 0.000828036 -0.0395754 0.0117052 0.043003 0.000979542 -0.0194003 0.0155614 0.00124827 0.00103661 -0.0289886 -0.000304522 0.0013293 0.0450804 0.00107358 0.00159121 -0.0173726 -0.0257674 -0.0710973 -0.000843722 0.059262 0.00125951 -0.0025276 0.0023979 -0.0257478 0.000357147
internal_weight=200.343 0.66548 199.677 198.057 2.92328 195.133 0.728981 0.415729 0.332391 194.404 2.53004 0.800666 191.874 190.561 1.83974 1.35981 188.721 1.09665 187.624 185.246 1.62044 1.46046 0.477598 0.148047 0.159982 182.79 40.6131 33.5058 7.1073 32.5467
internal_count=4034 173 3861 3606 57 3549 162 114 113 3387 76 62 3311 3203 74 62 3129 130 2999 2970 255 94 90 72 161 2955 1085 881 204 877
is_linear=0
shrinkage=0.0942322


Tree=771
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 2 0 2 2 1 2 2 2 0 0 2 0 1 1 2 0 1 1 2 2 0 1 0
split_gain=0.420905 0.790624 1.22082 1.14725 1.0034 0.654074 0.464196 0.476772 1.20933 0.895945 0.778075 1.2081 0.580059 0.885261 0.485597 0.508653 0.943191 0.531551 1.15999 0.435554 0.846133 0.352595 0.339906 0.332042 0.580454 0.442701 0.392221 0.517118 0.464947 1.05272
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39591628995000006 0.4662734648500001 0.47883296910000012 41.872294782850005 0.4778150355000001 41.741384785950011 42.434124620650003 0.34623214870000002 41.571132012400007 41.481306584950012 42.456897412850005 0.47769527860000011 0.47709649410000005 42.719328117250008 0.46898296455000005 0.46280051495000007 0.45368402140000008 42.522337019050006 0.58415915690000009 0.39019789825000006 0.38906020780000011 33.96174662340001 36.620308449100001 0.50008981770000005 0.35651627195000007 0.50008981770000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 19 7 9 10 12 11 -9 13 -1 -12 16 17 -16 -19 20 -3 -7 -22 24 25 -8 27 -27 -28 -30
right_child=1 5 3 -5 -6 21 23 8 -10 -11 14 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=6.5555926295267898e-05 -0.0026659398848026404 0.00010478216398813325 0.0017225271894340765 -0.0020426375952435146 -0.0021020707023548446 -0.0021662609228346101 -0.00065282386690183815 -0.0024645135151640037 -0.002116773801036506 0.001464091648155314 0.0015647805143086623 0.0013047292388775923 -0.0010346199146930395 0.001293331909748937 0.0011783299507138367 0.0015835814408555176 -0.0017216011180773468 0.00012257546261039569 -0.0021351848983434695 0.00095355045305158372 -0.0020693929130398488 0.00050151297801952395 0.00043938259492400539 0.00072728129480616481 -0.00055839965326819844 0.0012883554713464702 0.00034100562874249965 0.00028267185158900262 -0.00077596066071963993 0.00022519907790945055
leaf_weight=25.110753551307436 1.0362081910570844 62.525614998392484 1.1958542222273538 0.779116025812982 0.33835179272136873 0.75125474232572631 1.9291894212365139 1.128259033896035 1.1897056607995171 2.0052296440117052 0.79287802614271541 0.46030926273670036 1.6106064727646288 2.4809088032343416 1.4572330127702979 0.72703637927770692 1.2498247502371675 9.4775700011668924 0.96387464471627105 2.2355405781854634 0.97200113067810778 0.25517162338655908 0.26403367926286592 6.0078596672974518 3.281373889418318 3.4282541722059232 74.90809662360698 4.6078787371516228 4.9545084168203202 21.828280998161063
leaf_count=438 44 938 21 82 75 479 23 58 40 16 6 11 22 12 26 5 34 272 83 27 121 278 53 29 28 26 495 26 64 202
internal_value=0.000159958 3.24523e-05 -0.000897221 -0.000104957 0.000879055 7.89269e-05 0.00021285 5.11153e-05 -0.000208481 0.000196244 -6.88295e-05 -0.00137232 0.000109184 0.000175952 7.2337e-05 -1.29444e-05 -0.000101223 6.89798e-05 -8.58438e-05 0.00010285 7.3024e-05 -0.00148987 -0.00153348 0.000277913 0.000254424 0.000278311 0.000294682 0.000711701 0.000261727 3.9996e-05
internal_weight=239.953 70.3531 3.34953 2.31332 1.53421 67.0036 169.6 48.6542 17.4467 31.2075 16.257 1.58857 29.2023 27.5917 14.6684 13.8755 13.1485 11.8987 10.4414 65.9972 63.7616 1.00643 1.23603 120.945 114.938 111.656 109.727 8.03613 101.691 26.7828
internal_count=4034 2118 222 178 96 1896 1916 1023 535 488 495 69 472 450 426 420 415 381 355 1139 1112 757 174 893 864 836 813 52 761 266
is_linear=0
shrinkage=0.00196078


Tree=772
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 1 2 2 2 2 2 1 1 1 0 1 1 0 2 2 1 1 0 2 1 0 0 2 2
split_gain=0.0666073 0.27948 0.257846 0.434163 0.247615 0.131558 0.433722 0.160647 0.0986243 0.228972 0.0817664 1.19472 0.307609 1.00297 0.538553 0.58314 0.341822 0.386135 0.270825 0.386543 0.764954 0.704081 0.425719 0.374447 0.322381 0.268605 0.241788 0.363477 0.24592 0.527965
threshold=0.39672464895000009 0.39718870690000002 0.31761025120000003 35.171584490050009 48.86568841230001 0.32388251845000005 0.33750486510000005 35.419594101850009 48.226196960950006 44.952171034750002 39.458743938000005 39.525197829750006 0.34674111555000003 0.34512439750000007 0.34440585610000002 0.46898296455000005 0.35738450945000005 0.36042334060000009 0.47700667645000011 39.664548207900005 42.488347682450005 0.34548366815000003 0.34515433670000012 0.47709649410000005 44.756878345700009 0.36359689830000008 0.47721625100000004 0.47754558250000007 39.577821550850011 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 8 -4 7 -7 9 -1 12 -12 13 14 15 -8 -14 -18 19 -13 21 -21 -22 -20 -24 -19 -25 -28 -29 -30
right_child=1 2 5 -5 -6 6 10 -9 -10 -11 11 18 16 -15 -16 -17 17 25 23 20 22 -23 24 26 -26 -27 27 28 29 -31
leaf_value=-0.10334438327030454 0.039917845151486615 0.048596010066130388 0.023822302744745154 -0.10401766592108755 -0.043839520043245116 -0.0055202854083649874 -0.015049768765079298 -0.10596367697743678 0.01403069165246504 0.016917206248084571 -0.0907475193854239 0.042323821501792459 -0.040938340983236496 0.10336767567088476 -0.041330549137347052 0.058642674215852703 0.070883335923081298 -0.053221217793006231 0.047475644788356079 -0.11874872986053937 0.043253928961471684 -0.0017115082402340178 -0.10307368487722866 -0.035393125840424186 0.032948829506516043 0.0030746190648914423 0.032041225231268615 0.038672035034690709 -0.032114854270133678 0.0014270635105174811
leaf_weight=0.2464581938584155 1.7796822483214771 0.26611437648534675 2.4228753242641679 0.54839544856804423 1.4715053820982573 0.22080978425219555 1.8939580132719118 0.49873149261111394 2.4427425563335419 0.39775095321238041 1.3828809105325479 0.76035313261672755 1.7571304238808796 1.2453226064844782 1.6326823328636235 2.2681233137845993 0.79512437213270359 0.83251158352322718 1.691919270902871 1.3202286379237196 1.289290500571951 0.78949886003101699 0.43975305299682066 1.7260333108715702 0.27048381860367954 37.927712665348622 3.6513400846160939 1.6162885227313371 4.6836715277495378 122.02663514891765
leaf_count=165 15 4 30 101 19 14 28 63 12 10 30 6 34 17 39 19 29 16 21 90 33 32 77 17 56 814 30 12 53 2148
internal_value=0.000970867 0.0012437 0.00088884 -0.0541562 -0.0107444 0.00112097 0.000832579 -0.07514 0.00503154 -0.0290918 0.00112029 -6.79745e-05 0.0046013 0.023544 0.00638948 0.0251089 0.00137327 0.00325284 0.000826037 -0.0218896 -0.0337712 -0.0749512 0.00967831 0.00164302 -0.0512714 0.00186547 0.00106304 0.00153982 0.000671953 0.000187233
internal_weight=200.296 195.738 193.958 0.81451 4.55846 193.143 190.72 0.719541 3.08695 0.644209 190.001 141.648 48.3526 7.04009 5.79476 4.16208 41.3125 39.5553 140.265 4.86961 4.10925 2.10973 1.99953 135.396 0.710237 38.7602 133.704 131.978 128.327 126.71
internal_count=4034 3828 3813 105 206 3708 3678 77 187 175 3601 2605 996 103 86 47 893 859 2575 294 288 122 166 2281 133 830 2260 2243 2213 2201
is_linear=0
shrinkage=0.0980392


Tree=773
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 2 0 2 2 2 2 0 1 0 2 0 2 0 0 0 0 2 1 0 2 2 2 0 2
split_gain=0.250003 1.3709 0.962196 3.72754 0.994265 2.13975 0.759875 1.72651 1.06271 0.693796 0.725632 0.6907 0.676858 0.608423 0.722655 1.5239 1.10403 0.888172 0.489049 1.53858 1.24546 0.65058 0.466636 0.452683 2.14977 1.5671 2.15907 1.43176 1.00013 1.07523
threshold=0.5231430197000001 0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 0.38370108680000009 38.244973486750006 0.52366695610000014 37.828051409500013 38.400997490450003 37.198331469900005 38.903925214650009 0.5216909673500002 0.38976377950000002 0.52688542260000015 40.340071172300007 0.52432561900000019 38.400997490450003 0.52863686715000002 0.5296248615500001 0.53928026105000015 0.56859076075000015 38.625745710700009 0.35651627195000007 0.50339810185000011 40.137820134150012 41.436838994450007 39.952536079750011 0.48637765340000011 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 7 -2 18 10 -1 -11 -5 -8 15 -15 -17 -16 -9 -20 -21 -22 -19 28 27 -26 -27 -25 -13 -30
right_child=6 -3 3 12 -6 -7 13 8 -10 11 -12 23 -14 14 17 16 -18 22 19 20 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00022769637802205953 -0.0034995528389913737 0.0012321831614057783 0.0010502227359161826 -0.0022574248956894632 0.0011861304604853678 -0.0020295689475061623 0.0011241545191248582 -0.00099716009391133159 -0.0022460848914083388 -0.0008897652752241095 0.00099376345504681722 9.827507061858985e-05 -0.005089161271220651 -0.0030288911492912713 0.0014066240544515938 0.001079985322992033 -0.00203404480225617 -0.001026543251541496 0.0020065365486063007 -0.0019942617948383837 0.00028517639274689983 -0.002129186451727107 0.00011592686766202715 -0.0034252861666005177 0.001295300458083649 -0.0019503843688191567 0.00043138589668806392 -0.00074210058465120688 0.0016670453522376401 0.00037992114645132597
leaf_weight=13.599977945395951 0.65604065358638664 4.5479352086549616 1.8173575010732741 1.1915735989459788 3.5687239180551833 1.7293050019070495 2.2498863365035495 1.8177974538411916 0.93147705004230452 2.6005116794258347 7.3084562522708429 95.502511052647606 0.4459948711155447 0.87673569680191521 2.0325900251191333 1.3517949914385097 0.64732351886777895 1.4099819787152217 1.4043469205498675 1.2764666139846665 6.2370821590302512 0.46079863057548198 54.637352195955827 0.97767184302210708 3.8336641266942006 2.0622382909059525 5.0380738282110542 3.5080952383577824 3.0856240671128061 13.042343538254498
leaf_count=255 5 29 21 78 21 22 26 34 58 26 70 1041 6 13 17 23 80 33 5 25 100 274 1382 14 28 22 65 137 43 81
internal_value=0.000127591 0.000170701 0.000140398 -0.000883086 0.000163086 0.000139112 3.46321e-05 -0.000401349 -0.000233758 0.000164021 0.000495472 0.000110569 -0.00302865 0.000122814 8.58543e-05 -0.000873585 7.16484e-05 0.000133361 -6.63447e-05 0.000114068 -0.000219211 0.000119074 8.71858e-05 0.000131044 -0.00018387 0.00028507 -0.000260383 -0.0013269 0.000174544 0.000626175
internal_weight=239.85 163.86 159.312 3.45493 155.857 152.288 75.9897 12.784 12.128 150.559 20.9084 129.651 1.63757 63.2057 60.9558 2.87585 1.99912 58.0799 11.1965 9.37869 7.97435 6.69788 56.0473 127.05 15.4197 10.934 7.10031 4.48577 111.63 16.128
internal_count=4034 1959 1930 105 1825 1804 2075 501 496 1782 325 1457 84 1574 1548 116 103 1432 438 404 399 374 1415 1431 266 115 87 151 1165 124
is_linear=0
shrinkage=0.00196078


Tree=774
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 1 1 0 2 1 1 1 1 0 2 0 2 2 0 2 1 1 1 1 0 0 0 0 1
split_gain=0.0663102 0.155004 0.149273 0.234482 0.280658 0.0996872 0.221577 0.291089 0.17462 0.560762 0.154218 0.114561 0.20152 0.12391 0.180541 0.413314 0.691565 0.929392 0.600221 0.291899 0.260412 0.18801 0.40834 1.01731 0.302568 0.297599 0.195329 0.395187 0.3066 0.360223
threshold=0.57537199485000012 0.59897907245000015 40.80591513400001 40.94178426300001 0.58415915690000009 0.56719858685000013 0.43837010870000009 0.44922307715000004 0.56395018115000017 42.283941020600004 0.45280081435000008 0.46280051495000007 0.45036076765000005 0.44521122120000006 0.54646567465000018 41.066313126200008 0.55257327625000008 41.481306584950012 37.828051409500013 0.55769288345000012 40.844669808050007 0.42780156285000009 0.42922367590000005 0.43401395170000007 0.42114008565000011 0.54429508100000012 0.5398790455000001 0.54228915300000013 0.53833717555000005 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 8 -7 -8 11 -10 -9 12 13 14 21 18 -17 -18 -16 -19 -20 24 -23 -24 25 26 28 -28 29 -1
right_child=1 -3 3 4 -6 6 7 10 9 -11 -12 -13 -14 -15 15 16 17 19 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0018872946639792092 -0.09671897832900879 -0.097086253493379043 0.087490995527575971 -0.10049326344552117 0.031841337878762262 0.041600349050564006 -0.038834445316229899 0.028473661113017041 -0.10728051569703037 0.015426345319861546 -0.012014704736130472 0.028131526155077177 -0.023533691751868691 0.029754704329538015 0.017601499152849826 -0.049165407387154116 0.11625661176494499 0.044133193330681705 -0.10603854152930814 -0.043543437301056767 -0.025556680280060803 0.095526357275254728 -0.10793137741116918 0.056460102016088191 -0.029987501832944078 0.032631842130838015 -0.04135251124661659 0.0032076322494983154 0.020092730874057347 -0.020838503434127558
leaf_weight=147.96246001109284 0.14315590589535421 0.2074784696228561 0.25092887319624424 0.25243732939452457 0.35806924636744952 1.7852513750549395 1.2140896523706031 2.6173254325985913 0.56536962583777384 0.87898503059113864 1.3011712905135935 1.4209001763083495 3.1085213143524006 1.3878778131183924 0.92377638272591811 1.3516767541368611 0.86537933349609408 0.57620456535369136 1.1057848250493405 0.89678196681052214 0.55927158147096623 0.61981892827316132 0.51266365392257274 1.0812488137962644 2.8381823045201591 2.8179216012358657 2.9642827410716555 4.8422493922989815 8.0895748143084329 6.7370467556884241
leaf_count=2044 137 649 5 80 62 39 40 15 46 15 81 17 37 20 39 39 2 19 65 36 4 17 34 46 30 26 26 34 40 290
internal_value=0.000960815 -0.0214526 -0.00583195 0.00927193 -0.0228775 0.00109731 0.0124331 0.00228796 0.000689106 -0.0326053 0.0150291 0.000941327 0.000737172 0.00114251 0.000927563 -0.0150916 0.00556392 0.0371998 -0.0445332 -0.00924599 -0.0790057 0.00149116 0.0293278 0.00358547 0.00114153 0.001651 0.00113926 -0.0137127 0.00185148 0.000897603
internal_weight=200.236 1.21207 1.00459 0.861435 0.610507 199.024 6.91784 5.13259 192.106 1.44435 3.9185 190.662 189.241 186.132 184.744 6.27888 3.69004 2.33837 2.58883 1.47299 1.66506 178.465 2.21373 1.59391 176.252 173.414 170.596 7.80653 162.789 154.7
internal_count=4034 933 284 147 142 3101 175 136 2926 61 96 2865 2848 2811 2791 204 96 57 108 55 69 2587 97 80 2490 2460 2434 60 2374 2334
is_linear=0
shrinkage=0.0961169


Tree=775
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 0 1 0 1 1 1 0 2 2 2 1 1 0 1 2 0 0 0 2 0 2 2 2 1 2
split_gain=0.345176 0.969847 1.68391 1.35246 3.57658 0.985237 2.69381 0.622998 0.580631 0.570648 0.510318 0.849133 1.42364 0.499197 1.27358 0.513366 2.80592 1.65897 1.99889 1.27134 0.700632 0.632402 0.585613 0.964536 1.4692 1.40407 0.91619 1.02077 1.04143 0.999674
threshold=0.52366695610000014 0.5223196910500002 39.110279783550006 0.38906020780000011 39.051326806600009 0.52005927965000021 0.38370108680000009 0.5216909673500002 0.39408999735000005 0.4662734648500001 0.38906020780000011 0.53043322055000008 38.334060527150008 38.625745710700009 38.903925214650009 0.3782970569500001 0.37286308795000006 0.50339810185000011 0.35651627195000007 39.952536079750011 0.47817430615000006 0.5054040298000001 0.48068920095000006 41.319407281650008 0.48447651265000008 41.872294782850005 41.872294782850005 42.434124620650003 0.34608245260000009 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 13 -6 10 -10 -2 12 -12 -1 -15 16 17 18 22 -20 -21 -19 26 24 -24 -25 29 28 -28 -16
right_child=8 2 -4 4 7 -7 -8 -9 9 -11 11 -13 -14 14 15 -17 -18 21 19 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.00046239768240887488 0.00025214962779686252 -0.00011873498330169971 0.0017937448063472417 0.00090630862048049249 -0.0023113539011483538 0.0011908902495839312 -0.0022127286242577256 -0.0049494560391410867 0.0001031249405942408 -0.0014425792187358925 -9.5236890448240636e-05 0.00038418885766896801 -0.0024013480160736404 -0.0015765317792754293 1.2778540617902408e-05 0.00086250680031006494 -0.0018302711261119087 0.0017786520859035823 -0.0033736376013273964 0.00080390280261905065 -0.0012322990685950201 0.00049582038354904008 0.00030468592821423335 -0.00053377661895612433 0.0015073582198528478 0.00036614166665488717 -0.0023979090398565505 -0.00014622089856318387 0.00080160994780381601 0.00073096861722281813
leaf_weight=20.570914646054007 2.592787047964519 3.3662119619548312 3.7329158161301166 1.8229249220312334 1.3587321901795801 3.5777281598420805 1.8329634312540282 0.46090906544122834 60.126817130611016 0.93252206556917272 2.0154075099853799 1.6713825926417483 2.1032597559969872 1.6533509641885746 24.974128217523685 3.8301061615347853 2.7346803955733767 3.2087707910686722 0.83923459425568481 0.90053799208544694 2.3324069194495678 2.7382621262222528 12.005114741623403 8.96911673247814 5.7880637422204009 25.954066373407841 1.5582349671894946 18.511330790606735 0.52220818866044272 10.620093449833801
leaf_count=334 29 20 23 21 78 21 22 6 1152 757 23 25 75 17 229 25 57 31 14 99 33 23 54 61 60 180 76 400 8 81
internal_value=0.00012894 0.000178038 0.000886899 0.000145937 -0.00103488 0.000174027 0.000149699 -0.00297958 1.30848e-05 7.95183e-05 -0.000470808 -0.000794548 -0.00127289 0.000179015 0.000133164 0.00015569 0.000133437 0.000178594 0.00012546 -0.00122331 -0.000665114 0.00118798 0.000175894 0.000324336 0.000695911 0.000135021 3.66185e-05 -0.000292575 -0.0015948 0.000227062
internal_weight=233.305 163.863 7.09913 156.764 3.64257 153.121 149.544 1.81964 69.4422 61.0593 8.38284 5.79005 4.11867 147.711 127.14 125.486 121.656 118.922 112.975 4.07218 3.23294 5.94703 108.902 52.7164 17.7932 34.9232 56.186 20.5918 2.08044 35.5942
internal_count=4034 1973 43 1930 105 1825 1804 84 2061 1909 152 123 98 1782 1448 1431 1406 1349 1295 146 132 54 1149 355 114 241 794 484 84 310
is_linear=0
shrinkage=0.00196078


Tree=776
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 2 0 2 1 0 2 1 1 0 1 2 1 2 2 1 0 0 0 0 0 2 2 2 2 2
split_gain=0.56864 0.850465 1.30144 0.891274 1.14447 1.02755 0.880746 0.659851 0.7337 1.57381 0.836458 0.694267 1.11877 0.830127 0.639974 1.9228 1.01914 1.45364 2.68425 0.953531 0.585904 1.08232 0.799085 1.2298 1.04835 0.539765 2.22055 0.885616 1.94161 0.503431
threshold=42.094663496250007 0.48068920095000006 42.686561923500008 0.3459626957000001 0.34575312120000007 42.283941020600004 0.47754558250000007 42.066503896600004 0.39542229275000007 0.53544804050000006 36.728658719300007 0.39408999735000005 0.39091643965000006 0.52925062125000011 0.34515433670000012 41.770271989050009 0.34494476210000008 41.360869295700006 40.633548727200008 0.34524415440000006 0.47943175355000006 0.4784437592000001 0.47736594710000008 0.47604862130000009 0.47464147780000004 42.865207177650007 43.426640904350009 43.631818398850008 44.169240047700008 37.198331469900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 8 11 10 -10 12 14 -14 15 16 20 18 -18 -16 21 22 23 24 -1 -4 -27 -28 -29 -11
right_child=1 3 25 5 -6 -7 -8 -9 9 29 -12 -13 13 -15 19 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=4.6219497883444981e-05 -0.00050893754512574575 0.00030269415830397691 0.00074178678265459329 -0.0019198951808650339 0.0017159819605522537 4.9545148580009286e-05 -0.0022925316451690853 0.0013367437266210602 0.0001865590160728614 -0.00073807143133131764 -0.0021128919791004587 0.0012458626279996355 -0.0022394931130002805 0.00041265484940649407 0.0011150313406748165 -0.001929660582654527 0.00021792476566319773 0.00048396991708472495 -0.0035526312268290929 0.00031937929689592143 0.00073303088078416616 -0.0013932873954334169 0.0010025649048829815 -0.0018256636252046586 0.0025197383931651472 -0.0023530543170727398 0.0014320735875518746 -0.0024522402629299305 0.00013590431837850434 0.00014956834214003927
leaf_weight=8.3991179286604236 2.5314507916918982 11.251731120049952 2.7028774907230426 1.055470358463938 2.7392577603459349 29.108243514829155 1.8367612408474085 2.0313671954791053 0.87518655555322711 2.6280673291648773 1.9938270800921598 2.842322072479873 1.1807189777027804 0.73694391921162594 6.2238052695756769 1.7768452666641668 1.5524608389314374 2.5398884117603302 1.3633709771092979 83.260709854490415 9.0708294957876188 1.6520699374377716 4.2028823643922797 1.2611436396837223 0.7148434445261963 1.6560280104167748 1.5788968791021023 1.241548188147134 10.882766563532639 37.641236415787716
leaf_count=268 65 65 35 41 55 1011 42 15 20 318 105 15 48 14 38 32 13 11 60 623 44 12 14 9 4 108 30 56 198 665
internal_value=0.000166261 1.2416e-05 -0.000298498 0.000170359 0.000579398 -1.93683e-05 -0.00125891 0.000225836 0.000212555 -8.32743e-06 -0.00141145 0.000287715 0.00026574 -0.00122029 0.000289095 5.3586e-05 0.00016816 -0.000600472 -0.00154509 0.000374718 0.000333903 0.000110835 0.000281291 -1.08917e-05 0.000240227 -6.62286e-05 -0.000208421 5.07572e-05 -0.000129126 9.16389e-05
internal_weight=238.533 66.585 22.4303 44.1547 13.991 30.1637 4.36821 171.948 169.916 43.1383 2.86901 126.778 123.936 1.91766 122.018 32.5335 30.7566 5.45572 2.91583 89.4845 25.3009 16.2301 14.578 10.3751 9.11396 18.0621 15.3592 13.7032 12.1243 40.2693
internal_count=4034 1706 534 1172 120 1052 107 2328 2313 1108 125 1205 1190 62 1128 467 435 84 73 661 351 307 295 281 272 427 392 284 254 983
is_linear=0
shrinkage=0.00196078


Tree=777
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 2 2 0 2 0 0 2 0 0 1 0 1 0 1 1 2 0 0 0 1 1 2 1 2
split_gain=0.0663048 0.102417 0.137106 0.102521 0.100604 0.143418 0.0991344 0.342821 0.382292 0.280664 0.351258 0.17242 0.437722 0.322577 0.129921 0.349926 0.323599 0.674905 0.264587 0.160363 0.244349 0.463405 1.60968 0.305445 0.374088 0.239324 0.306035 1.6545 0.573 0.433184
threshold=49.283271594150008 0.55677973715000018 0.39718870690000002 0.55832160710000012 50.205949521800008 0.51675099550000014 47.709122305950011 44.421469061800003 0.37331217625000007 48.457543166250012 0.39672464895000009 0.43780126340000008 41.571132012400007 0.42018203045000008 0.45994131915000008 0.34311846950000008 0.44284602260000011 0.33204095685000007 0.46989611090000011 0.34467530910000005 0.34485494450000004 40.206947806850003 0.47997065955000012 0.4764977096500001 0.47604862130000009 0.34494476210000008 0.34515433670000012 41.385032804600009 0.34527409360000011 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -4 -6 7 11 -9 -8 -11 12 13 -1 16 18 -13 -18 -16 -17 21 -21 -23 24 -22 -25 27 -27 29 -28
right_child=1 3 4 -5 5 -7 9 8 -10 10 -12 14 -14 -15 15 19 17 -19 -20 20 23 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=-0.097005673824856878 -0.0064319758224137885 0.098099836441016774 -0.10135620341999715 -0.094639879616207706 0.096388641209904313 -0.095076338481097131 0.050405332324873937 0.050576814712993898 -0.068033789169210254 -0.016985786672453776 0.028167620154452806 0.08746333093491028 -0.099678128434747174 0.018226930510716065 -0.0043273666053226228 0.014269943345054319 -0.10488055399973457 0.052771548854624969 -0.066828644953637217 0.018042628156713338 -0.098758012183061447 0.01926698880463535 -0.094744358274805582 0.023647856596875228 0.00015247256418045947 -0.068417965757846394 0.053688579054567427 0.023118410700391022 0.0010617785294104378 0.0097953876627470474
leaf_weight=0.2580803556265886 0.96876295655965694 0.11452092230319966 0.29471207349706674 0.031177318348454719 0.06613912433385849 0.073174057046344387 1.3704343065619458 0.30232089571654697 1.1953495698617187 3.4098804732784629 2.7746933244052343 0.5415034641046067 0.53050761857230089 1.3141207371372727 1.2482875180430704 8.6022054441273195 0.36960023618303217 0.69367158840759657 1.160646177770104 2.2674903199076644 0.59440360313419549 2.337405280675739 2.0765048414468765 4.4782181708142152 0.79187520500272512 3.1561224404722443 3.185222811996935 3.9451167997904122 147.12606243218193 5.3499543704092503
leaf_count=214 4 1 18 160 1 71 39 3 339 28 44 15 156 34 38 56 26 33 15 12 63 25 18 25 24 21 18 27 2470 36
internal_value=0.00108328 -0.0183406 -0.0261508 0.0568563 -0.070164 -0.00417808 0.00123436 0.000816718 -0.044091 0.0118219 0.00327217 0.00117065 -0.0256635 -0.000688761 0.0014709 0.00124096 0.0281684 -0.00202935 -0.0344411 0.00170833 0.00109195 -0.016582 -0.0343692 0.00179223 -0.042258 0.00215737 0.00156608 -0.0175646 0.00243882 0.0261758
internal_weight=200.628 1.54849 1.40279 0.145698 0.434025 0.139313 199.08 191.525 1.49767 7.55501 6.18457 190.027 2.10271 1.5722 187.924 186.32 1.60478 1.06327 2.40893 183.911 175.308 6.6814 4.41391 168.627 1.38628 167.241 162.762 7.10124 155.661 8.53518
internal_count=4034 255 94 161 90 72 3779 3668 342 111 72 3326 404 248 2922 2848 74 59 53 2795 2739 55 43 2684 87 2597 2572 48 2524 54
is_linear=0
shrinkage=0.0942322


Tree=778
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 2 1 2 2 0 0 0 2 2 0 1 0 0 0 1 1 2 2 1 0 2 2 2 2
split_gain=0.0664048 0.682454 0.278989 0.933424 0.398433 0.224927 0.423529 0.379893 0.330023 1.13218 0.588497 0.218066 2.02376 0.942597 0.929676 0.661297 0.872054 0.766308 0.673603 0.495905 0.463017 0.494262 1.38138 0.621297 0.500445 0.442543 0.676661 0.43212 0.875496 0.823186
threshold=41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.48200652675000005 41.436838994450007 41.535369675400013 0.34530403280000005 41.685324604100011 41.741384785950011 0.48200652675000005 0.48068920095000006 0.48028502140000007 41.872294782850005 42.686561923500008 0.47769527860000011 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.47997065955000012 0.34494476210000008 0.34623214870000002 41.827117825850003 43.120094701700005 0.3453938505000001 0.48271009850000007 42.67709657435001 42.094663496250007 42.283941020600004 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 -7 10 -10 -8 12 13 -11 15 16 17 18 -15 -16 -13 23 -23 24 -22 26 -26 29 -29 -24
right_child=2 -3 5 -5 -6 6 8 -9 9 11 -12 20 -14 14 19 -17 -18 -19 -20 -21 21 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=0.0015009235544545146 -0.020495625406594366 0.054920436336285572 0.022489003921720416 -0.073057398908201426 0.024980182910788747 -0.066295609024340812 0.046970338683801967 -0.0034441259394293404 -0.12056895539400923 0.04682079583488459 -0.018809301173056046 -0.04480751425459064 -0.15677877696212034 -0.10317776883292204 -0.0028340711973471361 -0.10731254997292147 0.037026644243377801 -0.11692536732003232 0.10976904654898907 0.07094943383140051 -0.0058349688141747357 -0.15223076022293389 -0.016775119007420021 -0.020754726729190157 0.025222373765091413 0.015178827802447061 0.090556173814099084 -0.097760161846125376 -0.00037193150506097664 0.05688124688387361
leaf_weight=105.32218112508667 3.9957255563931522 2.2567338509543324 4.2224138580058925 2.1003032283915672 3.2096041664481163 1.6581328317115542 3.58033471769886 1.9139599436894057 0.71849021484376763 3.167446179315454 1.9358753427077315 1.7036346308886994 0.80513502843677898 0.23527720433776567 12.801981044143755 1.2807953334413467 1.2287488213332833 1.090332355815917 0.32932266592979431 0.90076026320457536 2.9804912954568854 0.54850894547417084 2.448657977627593 2.8517353013157836 3.1061238795518857 4.2022099122405052 2.771053209900856 0.88651947084872773 22.412153413024043 3.278722460323479
leaf_count=1801 26 31 32 42 32 20 41 26 15 23 54 9 8 47 420 42 24 34 1 3 19 26 62 15 13 28 63 41 1005 31
internal_value=0.000998469 0.00262153 -0.000891945 -0.0166739 -0.000238489 0.000876211 -0.000281353 -0.0326192 0.00125342 -0.000536489 0.0238854 0.000712862 -0.00722815 -0.00150387 -0.0100707 -0.0498412 -0.0243151 -0.0698599 0.0210309 0.00201614 0.00438802 0.00623059 -0.00111855 0.0198903 0.0287655 0.0389969 0.0560269 0.00173703 -0.00407757 0.0253905
internal_weight=199.943 107.579 92.3644 9.30563 7.20533 83.0588 78.8364 3.57209 75.2643 69.7481 5.51621 69.0296 21.8398 21.0347 17.8672 4.16448 2.88368 1.65493 0.5646 13.7027 47.1898 45.4862 29.5746 15.9116 13.0599 10.0794 5.87718 29.0261 23.2987 5.72738
internal_count=4034 1832 2202 100 58 2102 2070 46 2024 1929 95 1914 602 594 571 148 106 82 48 423 1312 1303 1165 138 123 104 76 1139 1046 93
is_linear=0
shrinkage=0.0961169


Tree=779
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 1 1 0 1 0 0 0 0 2 1 0 0 2 2 2 0 2 2 1 1 0 2 2
split_gain=0.484013 1.58891 0.785977 1.17419 1.6379 0.663658 0.624008 1.09628 1.06986 0.544117 1.31652 1.95386 0.695135 1.00303 1.56829 0.598523 0.452224 0.825383 1.20151 0.757664 1.33522 0.807488 0.735159 0.618673 0.355418 0.345776 0.702258 0.332466 0.316757 0.317865
threshold=0.37078231190000005 0.36945001650000003 0.51191581090000016 0.5054040298000001 0.37473428940000003 0.4662734648500001 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.52366695610000014 0.52688542260000015 0.52432561900000019 39.110279783550006 0.36533337325000009 0.48537468940000006 0.48386275860000011 41.481306584950012 40.241071441700008 36.620308449100001 0.48898236580000004 42.006870117350005 36.893814626400008 0.46280051495000007 0.45368402140000008 0.58415915690000009 42.522337019050006 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -2 6 -4 -8 -9 -10 -11 -12 15 14 -14 -13 17 18 -1 20 21 -19 -22 -21 -18 26 -15 -28 -7 -30
right_child=2 -3 5 -5 -6 28 7 8 9 10 11 12 13 25 -16 -17 24 19 -20 23 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.000172304313430902 0.0011104432836775509 0.0014815124202835486 -0.0012119211092004795 -0.0017892924483804047 -0.0018622032640412741 -0.0021409865258117766 0.00098963648286314108 -0.0019387361617195448 -0.0010764621019878002 0.001166244800219244 -0.0023438966473325732 0.00012048693107118422 0.00033335393908918434 9.8499450960499513e-05 -0.002321464180091493 0.0012298396553230243 -0.00089084719368700107 0.0011073202124116297 -0.0010559378254934703 -0.00047332938587702395 0.0020973133196829597 -0.00017614579171712922 0.00075553607519762537 0.0004307750244470634 0.00010022226696672202 0.00089154086800827194 -0.00205942625343158 0.00033170429373684409 0.0020805857076529712 -0.0019755828763780574
leaf_weight=92.091209280428302 2.0615522312000389 3.8055598735809317 1.3478570765582834 2.1785777187251369 1.0890945573410133 0.74775035365291731 5.378214200725778 1.001534396316855 1.4815124398010073 4.3884764851536593 1.2766734855249513 3.7815508693456641 1.709184710751287 57.753217554469302 1.7127967846099634 3.6986743148881942 2.5404281560331574 2.9927791059017199 3.1674086973071089 3.8895175755023947 3.5278866142034522 5.0898495456203818 2.8287269463762641 11.55419243313372 3.0753361477109138 2.0281164457555851 0.86246546575421124 0.30179222754304647 0.16409695148468018 0.13570959463868348
leaf_count=1331 13 30 14 68 62 479 41 12 27 28 18 23 26 939 109 26 16 27 29 28 32 47 34 70 26 27 121 53 1 277
internal_value=0.000157375 0.000232576 4.86818e-05 -0.000682462 8.28787e-05 9.30757e-05 0.000111815 0.000132714 7.51018e-05 0.000100634 0.000123132 6.05312e-05 0.000103256 3.7508e-05 -0.000995456 0.000669018 0.000196227 0.000220655 0.000131464 0.000504968 0.000827862 0.000299087 0.00150022 0.000203075 -0.000348112 9.5507e-05 6.81051e-05 -0.00143961 -0.00145826 0.000244532
internal_weight=227.662 134.563 93.0988 5.32922 3.15065 87.7696 86.7221 85.3742 79.996 78.9945 77.5129 73.1245 71.8478 64.3676 3.42198 7.48023 130.757 125.142 95.2586 29.883 14.4392 8.08263 6.35661 15.4437 5.61576 60.9456 58.9175 1.16426 1.04756 0.299807
internal_count=4034 1670 2364 143 75 2221 1464 1450 1409 1397 1370 1342 1324 1275 135 49 1640 1598 1360 238 140 74 66 98 42 1140 1113 174 757 278
is_linear=0
shrinkage=0.00196078


Tree=780
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 1 2 0 2 0 0 1 1 1 2 1 2 1 1 2 1 1 2 1 0 2 2 0 0
split_gain=0.406777 0.823208 0.90214 3.7227 0.666637 1.90324 0.64471 0.59033 1.32969 1.23367 0.897938 0.922684 0.519629 0.85352 1.1334 1.27892 1.27817 0.957777 0.624405 0.513231 0.711137 0.514252 0.692884 0.573478 1.42914 2.32284 0.656534 1.00806 0.568851 0.479856
threshold=0.5231430197000001 0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 0.38370108680000009 0.4662734648500001 38.244973486750006 0.52863686715000002 36.124181380200007 0.52925062125000011 0.53928026105000015 0.38976377950000002 0.39971857130000005 0.39587138110000003 43.631818398850008 0.39382054430000007 43.680097826700013 0.39193437325000008 0.4019490434500001 38.400997490450003 0.46280051495000007 0.45280081435000008 39.792680591700012 0.43590012275000006 0.5398790455000001 40.003678352300007 40.206947806850003 0.56859076075000015 0.47883296910000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 29 7 8 9 -2 -10 -12 -9 14 16 -16 18 -17 -14 -15 -21 22 23 24 25 -22 -25 -28 -24 -1
right_child=6 -3 3 -5 -6 -7 -8 12 10 -11 11 -13 13 19 15 17 -18 -19 -20 20 21 -23 28 26 -26 -27 27 -29 -30 -31
leaf_value=6.7429778539505414e-05 -8.3946839713468585e-05 0.0010765752818644721 0.0011378710658364155 -0.0029015164623571268 0.001091415368699777 -0.0018807854889022907 -0.0015016234744063494 0.0010687071103931442 0.0014008528627846709 -0.0028696800762293105 -0.0017897636942077152 4.3057995755222389e-05 -0.0002246753081482004 0.00092397898150280123 -0.0022563504711262095 0.0023524796028120474 0.0010687651914184548 -0.001181146352384642 -0.0020525253648002307 0.0014700767740104474 0.00035933353679419285 0.0011818159563912606 -0.0022487366203223021 0.0012043279871057863 0.00059150547901141623 -0.0029373954850889861 -0.0011937593328716516 0.00025164094770763169 -0.00020111920566980916 0.00030902275274128499
leaf_weight=46.356110226210149 1.1168533302843564 4.2838761801831415 1.8510443928826128 1.6672557497950036 3.3620497769443309 1.657637174008413 1.0121430718131694 2.2847185394493854 1.499558225274084 1.3499493696726856 1.2632578930351881 6.4371823274341295 3.0260255550965653 3.7123706578277043 2.1226943389046942 0.49864935874938943 2.8148645636392757 0.72176113369641826 0.94227321771904815 1.551071255467831 1.6346884788945311 1.6823990540869989 0.85245812230277751 2.496479855850338 2.8951667617075145 1.652197365183383 1.9821501486003423 28.944500212372077 1.3440896584725122 99.353364429902285
leaf_count=1020 14 29 21 84 21 22 757 26 7 30 32 205 33 20 75 2 32 94 63 12 16 16 88 16 22 31 33 393 58 762
internal_value=0.000172739 0.000228728 0.000205181 -0.000776318 0.000228091 0.000208395 5.253e-05 7.413e-05 -0.000330063 -0.00160843 1.27065e-05 -0.000257617 0.000151235 0.000115631 -0.000402366 -0.00133678 5.81611e-05 0.000262663 -0.000658699 0.000223234 0.000165469 0.000118934 7.61563e-05 0.000135607 -0.00041301 -0.00129781 0.000237081 0.000159002 -0.000995779 0.000232162
internal_weight=232.369 158.531 154.247 3.5183 150.729 147.367 73.8375 72.8254 11.6668 2.4668 9.2 7.70044 61.1586 58.8738 10.1263 3.3431 6.78316 1.22041 3.9683 48.7476 45.0352 43.4841 41.8017 39.6052 6.18205 3.28689 33.4231 30.9267 2.19655 145.709
internal_count=4034 1959 1930 105 1825 1804 2075 1318 288 44 244 237 1030 1004 299 171 128 96 96 705 685 673 657 511 69 47 442 426 146 1782
is_linear=0
shrinkage=0.00196078


Tree=781
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 0 2 2 2 2 2 0 0 1 1 2 0 1 2 2 0 1 1 0 1 1 0 2 1 0
split_gain=0.572902 0.998285 1.11842 0.568839 0.430747 0.698678 0.520314 0.932879 0.719076 0.551657 0.664815 0.470341 0.479147 0.648006 0.928087 0.630959 0.394099 1.66299 1.12738 0.820202 0.701584 0.365016 0.879559 0.767609 0.392845 0.834294 0.709257 0.588552 0.884915 0.540398
threshold=0.39091643965000006 0.39382054430000007 47.709122305950011 0.4662734648500001 0.47883296910000012 0.4784437592000001 41.872294782850005 44.262924377150007 41.741384785950011 41.571132012400007 41.481306584950012 0.4778150355000001 0.45798030000000006 0.34398670700000006 0.34509445825000007 42.719328117250008 0.53544804050000006 0.39587138110000003 43.631818398850008 36.728658719300007 0.53475943835000017 0.39971857130000005 0.39542229275000007 0.53866650695000018 0.41714319930000004 0.40667944075000007 0.53928026105000015 40.750688432250008 0.42114008565000011 0.54136103710000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 16 5 6 8 11 9 10 -1 12 -8 -14 -15 -16 17 -3 19 -19 -20 22 -18 -23 25 -25 -27 29 -29 -26
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 21 18 20 -21 -22 23 -24 24 27 26 -28 28 -30 -31
leaf_value=0.00018729973651362243 -0.002099753545907186 0.00069374380112398164 0.00067704091301040812 -0.0014145673547997333 0.00029808864961097158 -0.00080744216592977731 -0.0020643352443251105 0.0002459981097967124 0.0014746100374463064 -0.00090879084095259394 0.0012808109293738264 -0.0021125058054464597 0.0013817111130958034 -0.0023771205012418982 0.00040961017842100494 -0.0014005745732204487 0.0006675320828750177 0.0001123221183016478 -0.00088123917344908498 -0.0021148251031509161 0.0024514363682972408 0.0008426556605973921 -0.001591321073272647 0.00011001958842903182 0.00067685804969431357 7.068497442855113e-05 -0.0023030538811140283 0.0013202926057876547 0.00022623990492045084 -0.00019553608406200622
leaf_weight=21.820381636604008 1.6950114041101181 3.5649223217042145 0.8311151738744228 0.97635385077501169 124.04686556279194 3.192525796359404 0.6733902665728263 10.011176462168804 1.8899560786085192 1.559471753775141 2.369673642970155 0.79982403106987465 0.74802544404519711 0.89286062773317088 2.4469319032505159 1.0614515244960783 1.2257226587971666 0.82604091358371112 0.48733679168799415 2.759642556484323 0.48410803079605103 6.10975069226697 1.4429515926167367 4.9355966038856414 3.2581520406529334 0.79114096611738238 1.2463441955624146 3.4844955467851859 15.424946026874748 16.837684301179252
leaf_count=419 92 33 13 757 908 31 156 187 16 22 12 27 9 36 41 67 15 20 194 140 1 31 30 36 16 3 53 22 291 356
internal_value=0.000177442 2.27733e-05 -0.00118617 7.05993e-05 0.000237305 7.84514e-05 0.000142333 -0.000131675 0.000307233 0.000221551 0.000294421 -0.000702602 -0.000508932 -0.000305526 -0.000592285 -0.000138056 9.36603e-05 -0.000309397 -0.00109413 -0.00160175 0.00077956 0.000153446 -0.000553829 0.000189682 0.000102913 -0.000325747 -0.00138135 0.000179546 0.000427844 -5.40942e-05
internal_weight=237.894 66.3813 2.52613 63.8552 171.513 47.4657 44.2731 16.6337 27.6395 25.7495 24.1901 6.62248 5.82266 5.14927 4.40124 3.50838 62.8788 8.12205 4.55713 3.58568 0.971445 54.7568 2.66867 52.0881 45.9784 6.97308 2.03749 39.0053 18.9094 20.0958
internal_count=4034 2103 105 1998 1931 1023 992 523 469 453 431 336 309 153 144 108 1241 388 355 160 195 853 45 808 777 92 56 685 313 372
is_linear=0
shrinkage=0.00196078


Tree=782
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 2 0 1 2 1 2 1 2 0 1 0 2 1 1 0 1 1 1 2 2 2 0 0 0
split_gain=0.324064 1.20761 0.950604 0.840568 0.77487 2.96307 0.937356 0.85875 0.857856 0.759222 0.754538 0.721833 0.739013 0.686181 0.654045 1.25354 1.80193 0.903365 0.667381 0.786681 0.987104 0.860908 0.869672 1.3102 1.22453 1.23708 1.07556 0.866746 1.13858 0.631256
threshold=0.50706565670000014 0.37668033890000002 0.50339810185000011 0.38370108680000009 38.625745710700009 0.36204005870000006 38.903925214650009 0.48637765340000011 0.34587287805000005 39.952536079750011 0.38552737940000009 39.861052345600008 0.37078231190000005 41.872294782850005 0.52005927965000021 0.38906020780000011 0.5216909673500002 33.96174662340001 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.39971857130000005 0.39587138110000003 0.39408999735000005 36.79544512155001 43.631818398850008 43.680097826700013 0.53544804050000006 0.53866650695000018 0.53043322055000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 -3 -1 6 -6 -8 -9 -7 -5 -2 -13 -4 17 -16 -17 -12 -18 -20 -21 22 23 29 -24 -26 -27 -23 -29 -22
right_child=1 3 13 10 5 9 7 8 -10 -11 14 12 -14 -15 15 16 18 -19 19 20 21 27 24 -25 25 26 -28 28 -30 -31
leaf_value=0.00055303899031192074 3.304497964138676e-05 0.00081968560115313824 0.00032919196374808362 -0.0015958682254451008 -0.0013432948558937561 -0.0040096219434769091 0.00010900818983734744 0.0012392854958228707 0.00029174014963643196 -0.0014287979301600543 0.00040601790631827325 -0.00031260494755088434 -0.0023533277578593626 0.0017164821105572089 0.0011199162097309684 -0.0023138246906858921 0.0021762712073876448 -0.0023894786301669195 -0.0016411454598065827 0.00095188572910892761 -0.00096815491367606605 -0.0015841730837925392 0.00088926854717029478 0.00078266768559721563 -0.0022874194259406367 0.0023005158921981361 -0.0014202037468729364 0.00096050605627584138 7.9613782911057204e-05 0.00044945522940201623
leaf_weight=17.953396483520919 1.8801109371706832 5.9633995152544221 2.8132241666316977 1.0468683375511307 1.5760279390960921 0.59662044979631845 99.507781886000885 5.3017841726541546 11.960573969408868 1.650846767479379 0.82780251652002224 1.1404639445245268 1.6980762624880297 2.6734079414745793 4.4225948692765078 1.2234387304633845 0.5819275223184367 0.95964876170182833 1.0210765898227681 4.8047295346041201 4.8616101449588296 1.0907239795014891 0.99643070483580132 4.2778008033055812 2.7043149563251068 0.49967689067125298 0.74266586266458035 6.3736831626156336 49.093741232013599 1.6068334678420795
leaf_count=317 15 49 24 12 13 9 1128 34 85 93 4 9 45 32 28 18 3 38 6 34 103 111 12 36 90 2 94 31 1534 25
internal_value=0.000145545 5.84498e-05 0.000204694 0.000107498 0.000172995 0.000116415 0.000158771 0.000179044 0.00058276 -0.00211391 5.87569e-05 -0.000909268 -0.00153341 0.00100516 7.88778e-05 0.000103764 4.75034e-05 -0.00109483 8.42325e-05 6.86393e-05 9.12969e-05 3.40646e-05 -0.000372325 -5.92296e-05 -0.00105299 -0.00154336 7.62896e-05 0.000146798 0.000180836 -0.000616005
internal_weight=241.851 97.8176 144.034 93.099 138.547 120.594 118.346 116.77 17.2624 2.24747 87.1356 4.71865 2.83854 5.48663 86.0887 84.3012 79.8787 1.78745 78.6552 78.0733 77.0522 72.2475 15.6893 10.7462 4.94309 3.94666 1.24234 56.5581 55.4674 6.46844
internal_count=4034 2299 1735 2230 1679 1362 1260 1247 119 102 2181 69 54 56 2169 2127 2099 42 2081 2078 2072 2038 362 164 198 186 96 1676 1565 128
is_linear=0
shrinkage=0.00196078


Tree=783
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 2 2 2 0 2 0 2 1 1 1 0 0 2 2 1 1 0 1 2 1 2 1 1 0
split_gain=0.0620646 0.470575 0.71025 0.262215 0.270114 0.306887 0.26512 0.263756 0.287642 0.172609 0.148096 0.133222 0.391162 0.631497 0.320988 0.645784 0.402013 0.218906 1.13221 1.35602 0.242164 0.338527 0.807958 1.00287 0.237238 0.160323 0.335233 0.287923 0.190461 0.319185
threshold=0.45368402140000008 0.56065686655000013 0.56294721715000018 0.4591329601000001 0.4662734648500001 0.56439926950000008 42.522337019050006 38.903925214650009 39.458743938000005 0.58415915690000009 42.536568606950006 0.5654770815500002 42.558389508100007 0.44805544745000009 0.43837010870000009 0.45036076765000005 0.57537199485000012 0.55832160710000012 38.903925214650009 40.844669808050007 0.43590012275000006 0.42953803780000005 0.54499865270000014 0.43401395170000007 40.523311941050004 0.42473279245000012 41.942745071500006 0.42114008565000011 0.41988263825000011 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 5 -5 -6 -7 -9 -10 -8 17 14 -14 -13 16 -16 20 -19 -20 21 25 23 -23 -22 27 -27 28 29 -1
right_child=1 2 3 4 6 7 10 8 9 -11 -12 12 13 -15 15 -17 -18 18 19 -21 24 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023382191187150394 -0.11788843723179901 0.084980670682926016 -0.10204153978313814 0.10375609030011987 -0.1070428161316038 -0.10665056023974906 0.1020324176540638 0.098807021897133362 -0.10158056384624778 0.03009875256962067 -0.098252904492342724 0.055688723085372746 -0.11696260115843019 0.0086689180698455194 -0.1180586026580885 0.035120118098882561 0.012846122481998463 0.062223518931811432 -0.12999318489822559 -0.0026047835413865517 0.065747082521995209 -0.11065703331672233 -0.1385730281423013 0.10488128003997199 0.0041655700262545597 -0.01167575164803452 0.05983154297623601 -0.028381721467060882 0.024125456197803923 -0.016791134365166334
leaf_weight=163.60458996624402 0.35881111532944432 0.72492411267012391 0.37352948482021053 0.28817416727542855 0.41990755390168022 0.21682372655777726 0.1137167364358902 0.25653700670227408 0.1902605692812358 0.19247852687112754 0.051580488796389545 2.3225264814682296 0.50837356397096334 1.5791286040366683 0.52335168677382204 2.3730146574089304 0.39619511535420315 1.2059648146678217 1.2464260971173646 2.2584701740634046 1.113477039150893 0.36029490055989188 0.55568659896380268 0.4892289255731157 1.3071789023524614 1.1909180013462894 1.338274449612072 3.0863012149638953 3.6054699439555398 8.8366539956987236
leaf_count=2374 19 7 72 2 476 26 1 3 62 19 273 50 66 15 20 39 37 20 22 43 9 21 36 28 35 24 34 39 25 137
internal_value=0.00144971 -0.0121234 0.00129617 -0.0275506 -0.0114621 0.0162458 -0.0656407 -0.0132112 0.0184807 -0.0353594 0.039534 0.00166827 0.0143083 -0.0219264 0.0277792 0.00809217 -0.0616571 0.00115638 -0.0197141 -0.0479072 0.00168643 0.00127909 -0.0466559 0.0134685 0.0324924 0.00164988 0.026161 0.00130381 0.00182423 0.00135795
internal_weight=201.088 3.18674 2.82793 2.10301 1.72948 1.14427 0.585205 0.8561 0.639276 0.382739 0.165297 197.902 7.70259 2.0875 5.61509 3.29256 0.919547 190.199 4.71086 3.5049 185.488 183.067 1.40521 0.849524 2.42066 181.662 2.52919 179.133 176.047 172.441
internal_count=4034 960 941 934 862 112 750 110 84 81 274 3074 227 81 146 96 57 2847 85 65 2762 2718 85 49 44 2633 58 2575 2536 2511
is_linear=0
shrinkage=0.0980392


Tree=784
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 2 2 1 1 2 1 2 0 0 0 0 2 2 1 2 2 2 1 1 2 2 0 2 0
split_gain=0.064076 0.412608 0.327052 0.271864 0.330337 0.361765 0.267829 0.211366 0.128283 0.128016 0.255211 0.295832 0.367327 0.248017 0.171621 0.144997 0.263025 0.264841 0.493732 0.4079 0.377705 0.169065 0.126606 0.113246 0.494069 0.390537 0.477671 0.371224 0.723306 0.248704
threshold=0.45280081435000008 0.56065686655000013 0.56188437470000008 40.636252116050009 0.4662734648500001 0.46280051495000007 42.402981339000007 42.536568606950006 0.44922307715000004 0.43837010870000009 41.147265497500008 0.44805544745000009 41.436838994450007 0.5681267027500001 0.57152480465000022 0.54646567465000018 0.54797760550000019 42.558389508100007 41.066313126200008 0.43099009015000006 43.487767439550005 37.828051409500013 37.784765830350004 0.42473279245000012 0.42114008565000011 40.241071441700008 40.664404858950007 0.54300769440000007 42.686561923500008 0.54429508100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 22 -5 -8 9 13 -11 12 -12 15 -15 23 -17 18 19 21 -19 -18 -4 24 29 -25 -27 28 -28 -1
right_child=1 2 3 6 -6 -7 7 -9 -10 10 11 -13 -14 14 -16 16 17 20 -20 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0014872836823802069 -0.11807048485068117 0.089022479032389579 0.020362853762308231 -0.11350022331276317 -0.11381311794172518 0.06350280019437117 0.040815930024210086 -0.10102664903055941 0.01709892977738238 -0.050850903838666639 0.078724112912767541 0.0492839382144847 -0.10486980598885239 0.0065240901868551127 0.078386390580734683 -0.074011234516647151 0.021177197184615783 -0.11682184239783339 0.027068920578331199 -0.11147932212750727 0.013269231181216371 -0.034067235586595052 -0.036257530815162829 0.085488882933778529 -0.050606756013269298 -0.067438456215266396 0.064613267467020744 0.087920614963412524 -0.123996923086221 0.031480650299230375
leaf_weight=171.3431268098193 0.3303403807876738 0.36083968449383963 0.65501051283172385 0.44587451453480742 0.21698430587184692 0.95737656913115632 0.32046786812134087 0.15629221079143463 5.199446166996494 1.3621698861243197 0.15753147564828374 0.7928739979834063 0.35357125598739003 0.62951840471941867 0.70395562567864545 0.63360115699469943 0.91624263583798971 0.48854728415608395 3.2869317876175046 0.5041118127410299 0.4108831450867001 1.4009929307503624 0.99455312968348153 0.71541173662990276 1.8057599080493663 0.70531316101551089 0.50135775739909128 0.66789184883236885 0.34203980747406604 2.8099413053132585
leaf_count=2434 19 4 31 173 312 18 11 351 62 51 2 9 63 13 39 16 36 17 32 37 55 49 54 12 18 5 9 5 71 26
internal_value=0.00133213 -0.0105501 -0.00190272 -0.0106599 0.00473748 0.0146048 -0.0577871 -0.00568312 0.00160153 0.00117862 -0.0205799 0.011042 -0.0482827 0.00148741 0.044461 0.0011802 -0.0123098 -0.00673112 0.000728707 -0.0299582 -0.0573929 -0.0122234 -0.0137746 0.00175643 0.00143165 0.0212477 0.000513719 0.0322267 -0.0118776 0.00197122
internal_weight=200.169 4.43774 4.1074 3.74656 2.82392 2.60694 0.922635 0.47676 195.731 190.532 2.66615 1.30398 0.511103 187.866 1.33347 186.532 7.64131 7.00771 6.10828 2.82135 0.89943 2.31724 1.64956 178.891 175.959 2.93201 2.2166 1.51129 0.843398 174.153
internal_count=4034 973 954 950 415 103 535 362 3061 2999 125 74 65 2874 52 2822 242 226 154 122 72 85 85 2580 2478 102 90 85 80 2460
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 1 2 0 1 1 1 0 2 2 2 2 0 1 1 0 2 2 1 1 2 2 1 0 0
split_gain=0.580697 0.892535 1.01899 1.23338 0.971528 0.868752 1.27772 0.79012 0.657236 0.53085 0.477276 0.765031 0.403593 0.434303 0.901017 0.807251 0.738697 0.541732 0.727319 1.03019 1.1567 0.780516 1.50944 1.16051 2.69303 0.582756 0.520371 0.487363 0.619681 0.847143
threshold=0.39072183470000005 0.53544804050000006 0.39587138110000003 0.39408999735000005 43.631818398850008 0.53043322055000008 0.39091643965000006 36.728658719300007 0.53475943835000017 0.4662734648500001 0.39019789825000006 0.38976377950000002 0.47736594710000008 40.563919884450009 40.316494640950005 40.206947806850003 40.80591513400001 0.51675099550000014 0.34569324270000007 0.34545372890000009 0.4815274992000001 42.824128352900011 41.872294782850005 0.34479506600000004 0.34515433670000012 42.456897412850005 41.243661560350013 0.3459626957000001 0.50278434775000014 0.50465554925000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 7 6 -2 -4 -6 -3 11 12 -1 14 15 -14 -15 18 19 21 -21 22 23 -18 -25 -24 -20 -28 -29 -30
right_child=1 9 4 -5 8 -7 -8 -9 -10 -11 -12 -13 13 16 -16 -17 17 -19 26 20 -22 -23 25 24 -26 -27 27 28 29 -31
leaf_value=4.3890798580277781e-05 0.00019760430075191991 0.00017594020501341331 6.7886327317655951e-05 0.0011190254261869319 -0.00090119040009596489 0.0011591016522817005 -0.0021699455264318286 -0.0021302002569298828 0.0023726451844582582 -0.0013480888559765846 0.0007992557040890256 -0.00096056294137013016 0.00041476388199432356 -0.00053383818783334417 0.0010967519118520845 -0.00062203995096657481 0.0012153678614649898 -0.00061511367145608488 0.0012905331235919398 6.1368542990449532e-05 -0.0015118713863531924 0.00083484018980018978 -0.00024573807437503701 -0.0013471323367068445 0.00074266271378061637 -0.0014965045833083032 0.00079406008470944234 9.7337460679295092e-05 0.0020143157899417813 0.00037123205924487841
leaf_weight=27.730516500490921 1.6804948002099975 54.121741239264338 0.81141033209860358 2.5155559477861971 0.5164100183865229 0.86256862431764592 1.8315693281474521 2.7926007441492402 0.43380531668663025 0.89321039730066232 6.1730829353909931 2.0029148049652568 40.810979589819908 4.770475221797823 7.0458020195364943 3.1069918200373641 4.69198507070542 2.6157570349168955 2.8446586504578582 4.6295814607292405 2.9363895952701569 6.9718302516266695 3.4565429401118299 3.5585435144603235 7.102978277951479 2.4453747030347586 9.5728376451879722 18.811147629749033 1.6542571806348849 4.4563114064512774
leaf_count=890 14 868 20 19 194 7 98 140 1 757 29 14 280 27 42 22 24 36 25 29 31 45 29 21 41 22 90 141 22 56
internal_value=0.000202626 4.7558e-05 -0.000450647 2.50273e-05 -0.0011703 -0.000604057 -0.00103709 -0.00163532 0.000593426 0.000151196 0.000264194 0.000243706 0.000258856 0.000304193 0.000445841 0.000341415 0.000214538 0.000261669 0.00029303 9.33106e-05 -0.000549213 0.000265531 7.87967e-05 0.00040276 4.51425e-05 -0.000763975 0.00048448 0.000418007 0.000273559 0.000816049
internal_weight=233.848 66.4594 11.4444 6.89019 4.55423 4.37463 3.51206 3.60401 0.950215 55.015 167.389 161.216 159.213 131.482 50.9638 43.918 80.5187 75.7482 73.1324 35.7932 7.56597 28.2273 21.2554 15.3535 10.6615 5.90192 37.3392 34.4946 24.9217 6.11057
internal_count=4034 2118 493 138 355 119 112 160 195 1625 1916 1887 1873 983 344 302 639 612 576 242 60 182 137 86 62 51 334 309 219 78
is_linear=0
shrinkage=0.00196078


Tree=786
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 2 1 2 0 0 0 2 2 2 0 1 0 0 0 0 0 1 1 1 1 1 1 1 2
split_gain=0.0685071 0.562338 0.222839 0.778785 0.326383 0.196735 0.326086 0.328053 0.264331 0.557622 0.245633 1.71176 0.603155 0.414946 0.850598 0.615334 0.770477 0.68189 0.617348 0.429168 0.359953 0.354144 0.249949 0.307613 0.905753 0.810035 1.58993 0.409876 0.575074 0.722644
threshold=41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.48200652675000005 41.436838994450007 41.535369675400013 0.34530403280000005 41.685324604100011 0.48200652675000005 0.48068920095000006 0.48028502140000007 41.872294782850005 41.872294782850005 42.686561923500008 0.47769527860000011 0.34542378970000004 0.47464147780000004 0.46989611090000011 0.47997065955000012 0.48306936920000004 0.48119816770000007 0.34488488370000009 0.34521421515000011 0.34524415440000006 0.34530403280000005 0.34551360740000009 0.3459626957000001 0.34575312120000007 42.141702038450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 -7 9 -8 11 13 20 -10 15 16 17 18 -15 -16 -12 -14 -23 -24 -25 -26 -27 28 -28 -30
right_child=2 -3 5 -5 -6 6 8 -9 10 -11 12 -13 21 14 19 -17 -18 -19 -20 -21 -22 22 23 24 25 26 27 -29 29 -31
leaf_value=0.001962256500092999 -0.017842742066947002 0.051182531018912618 0.021213331636766454 -0.065899249454775127 0.023164622728310075 -0.059409485033520663 0.044284458860674843 -0.0012769084289379054 0.026752484431898007 -0.020158283660902991 5.5636986176790526e-05 -0.15003645486085754 0.035400371089211374 -0.10261606493144006 -0.0027039966230944989 -0.10638891244159764 0.032698988116813772 -0.11504712514605103 0.10844406605130114 0.06700905523463789 -0.070804384027266271 -0.048908751906457132 0.035193627367456529 -0.11023917942000776 0.10984917209280874 -0.15163839763597428 -0.0014400559118846489 0.00086733602266765564 -0.0026735612681162064 0.10210321516047048
leaf_weight=105.7677057544953 4.0506658535450679 2.1887908915523431 4.2152334758502539 2.1200298873809515 3.2172710821032524 1.6780135247390711 3.5321341488743192 1.9263736469292778 3.4729201888258165 1.9119670836153089 1.1570884138345712 0.76438060402870078 3.5407129339873782 0.22083106287755416 13.007383566397035 1.1965457967016844 1.2334848243335725 1.018916026689112 0.30467173457145691 0.8704215884208687 1.5487163740617687 0.81710432283580203 2.8560182377696028 0.64733558148145576 0.66154450178146262 0.6076703891158094 2.6515197008848181 30.290953745445222 0.98077865689992938 1.6005205791443584
leaf_count=1801 26 31 32 42 32 20 41 26 31 54 5 8 21 47 420 42 24 34 1 3 40 5 11 10 2 5 20 1142 4 54
internal_value=0.00131734 0.00296019 -0.000608333 -0.0146418 0.000309838 0.000984465 -0.000101797 -0.0283404 0.00125723 0.0216522 -0.000341511 -0.00871142 0.00356237 -0.00364576 -0.00955933 -0.0487639 -0.0239427 -0.0691809 0.0197507 0.00166843 -0.0405024 0.00623246 0.0037205 0.00478768 0.00246826 0.00445123 0.00252146 0.00515852 0.0299987 0.0622927
internal_weight=200.058 107.956 92.1012 9.38797 7.26794 82.7132 78.498 3.60439 74.8936 5.4441 69.4495 22.0896 47.36 21.3252 17.8523 3.97445 2.7779 1.54442 0.525503 13.8778 2.7058 44.6542 41.1134 40.2963 37.4403 36.793 36.1314 35.5238 5.23282 2.5813
internal_count=4034 1832 2202 100 58 2102 2070 46 2024 95 1929 610 1319 602 571 148 106 82 48 423 45 1274 1253 1248 1237 1227 1225 1220 78 58
is_linear=0
shrinkage=0.0961169


Tree=787
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 2 1 2 2 0 0 2 2 0 0 1 0 2 0 0 0 2 0 2 1 1 2 2 2
split_gain=0.477995 1.43079 1.0542 1.00102 0.976574 0.92015 0.831333 3.00596 0.918932 0.804455 0.708677 1.02112 0.757726 1.86153 0.777353 0.66333 1.14602 2.11641 0.785094 0.759578 1.08548 1.4981 0.469431 0.847223 0.545664 0.599721 2.25578 0.537983 0.469113 0.463493
threshold=0.50706565670000014 0.37668033890000002 0.50339810185000011 0.37078231190000005 0.38370108680000009 0.38552737940000009 38.400997490450003 0.36204005870000006 33.96174662340001 39.952536079750011 0.48537468940000006 0.48386275860000011 41.481306584950012 40.241071441700008 0.48898236580000004 0.52005927965000021 0.38906020780000011 0.5216909673500002 33.96174662340001 0.52366695610000014 0.52688542260000015 0.52432561900000019 37.038444968100009 0.4778150355000001 34.883496062400006 0.36575252235000005 0.36533337325000009 36.491284729650012 39.896141435400004 39.110279783550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -3 -6 8 10 -1 -9 11 -8 13 -12 -15 18 -17 -18 -7 29 21 -21 24 -24 -10 26 27 -26 -5 -19
right_child=1 4 -4 28 5 15 7 9 22 -11 12 -13 -14 14 -16 16 17 19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001087930903333057 2.7005676926685217e-05 0.00086577619353856231 0.0010653493768199151 -0.00085047946083404119 -0.0018037007756448252 0.0003079269573035256 0.00014441367676575883 -0.004041118537669669 0.0014743755211837899 -0.0013952923460984344 -0.00044468894596880941 -0.00098720412308441765 0.00020639130515911686 0.0020995603484978941 0.00071919880751165595 0.0010802406728810357 -0.0023663088283528821 0.00020570188527045381 -0.0023393261290003873 0.00023322359056946184 8.0946543057383195e-05 -0.0023750806077094907 0.0003255040588881133 0.0017095105969772506 0.0010985370050836107 0.0010894417521801066 -0.0024513495570250895 -0.00031906185445260756 -0.0024901363878433217 0.0011732427417631081
leaf_weight=1.1600618999036694 2.1100815497338763 6.0957649170886716 5.6203443791600867 1.1937777828425171 1.014527718129101 0.79636070877313503 87.807789810511167 0.60234483145177309 1.5995174322742984 1.6577651740153667 2.667811846360566 3.176667431369423 14.277958095073698 3.6419319957494736 2.7551202215254307 4.3489861991256467 1.374001521617173 3.9181540580466381 0.93808068925864063 1.708372724882792 61.331893576029415 1.6783391111930539 3.0165517261993946 3.8978465646505356 2.6348377786343917 2.1752527162898332 1.2441174834966657 1.6890452131628988 1.5315127383219076 3.7021706703817472
leaf_count=98 14 49 56 20 12 4 1076 9 29 93 23 28 79 32 29 28 18 23 38 26 1897 109 49 29 65 10 8 22 35 26
internal_value=0.000161173 5.12245e-05 0.000233415 -0.000986889 0.000108984 5.1897e-05 0.000198523 0.00013883 0.000598094 -0.00210043 0.000183098 0.000104904 0.000487877 0.000931243 0.00150506 7.5489e-05 0.000102137 4.44298e-05 -0.00112385 9.02192e-05 2.12744e-05 -0.00105936 0.000718403 0.00110571 0.000431766 0.000216395 -0.000124678 0.000544778 -0.00177191 0.000675761
internal_weight=231.367 91.742 139.625 4.83537 86.9067 80.8109 134.005 116.587 17.4172 2.26011 114.327 90.9845 23.3428 9.06486 6.39705 79.7964 78.0619 73.7129 1.73444 72.3389 64.7186 3.38671 16.2572 6.9144 9.34277 7.74325 5.568 4.32388 2.72529 7.62032
internal_count=4034 2299 1735 69 2230 2181 1679 1369 310 102 1267 1104 163 84 61 2169 2127 2099 42 2081 2032 135 212 78 134 105 95 87 55 49
is_linear=0
shrinkage=0.00196078


Tree=788
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 1 0 2 0 0 1 1 1 0 1 1 1 0 2 0 1 1 0 1 0 1 1 0
split_gain=0.0718881 0.837559 0.490896 1.36322 0.385433 0.352159 2.16665 0.580665 0.981015 0.360586 0.351493 0.770417 0.318517 0.275381 0.696369 0.514001 2.05806 1.09727 0.520423 1.2737 0.641124 0.520404 0.648992 0.87071 0.443363 1.01981 1.37931 0.568216 0.717826 0.844529
threshold=0.48537468940000006 0.48386275860000011 0.34494476210000008 0.34587287805000005 0.34614233110000009 0.49053920540000012 0.34739977845000009 0.35862698720000002 0.49649711085000009 42.824128352900011 0.49787431515000008 0.49830843385000007 0.36491422415000008 0.36533337325000009 0.36575252235000005 0.50086823750000009 0.36945001650000003 0.37078231190000005 0.37668033890000002 0.5054040298000001 39.861052345600008 0.51191581090000016 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.38976377950000002 0.39019789825000006 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7 8 -8 -10 -9 -12 -13 -14 -15 -16 -17 -18 19 -19 -21 -20 -23 -24 -25 -26 -27 -28 -29 -30
right_child=2 -3 3 4 5 6 7 10 9 -11 11 12 13 14 15 16 17 18 21 20 -22 22 23 24 25 26 27 28 29 -31
leaf_value=0.0010188693297536594 -0.049061724419778491 -0.052382124194612315 0.054571918057361765 -0.068166555209961233 0.025852755737566624 -0.15604649013366517 -0.0039493542051122019 -0.053511946247402527 0.1020828016055359 0.032951756341347942 0.096857825571653233 -0.034093836732371777 0.034827477792909282 -0.071366692214838656 0.053635099742910884 -0.12416931059168557 0.061839883071431422 0.033787843006539205 -0.073486335389461255 -0.0069567171331618317 -0.11696567085460549 0.037749698407928932 -0.094247393147499345 -0.054754736431198478 0.0514943212616122 -0.11281215222201915 0.10679136005144836 -0.084003884856886729 0.044802277057197915 -0.0013199397071748794
leaf_weight=82.77628127868411 1.717392936348914 2.9227141961455336 4.8540719971060744 0.75890567898750205 5.6123155201930777 0.84138505905866523 3.6497890111058942 1.167123078721487 1.6700183684006336 1.2818565815687177 0.79281356965657224 2.590203581377863 2.226497270166873 1.2978146895766247 1.7462338148761762 1.2657764442265023 2.8252854831516734 1.5368995219469064 0.88022127968542818 0.75387176591903005 1.5688912428449837 4.6645512927789232 0.93000069673871522 1.3324823051298142 3.8295764547074205 1.0356535273604084 0.4865742331603532 0.95294591784477134 4.0871504484966854 57.491414488154646
leaf_count=1346 18 30 38 4 55 7 35 26 30 18 8 23 13 8 19 11 30 10 42 10 46 41 12 27 28 18 3 6 34 2038
internal_value=0.00134243 -0.00080234 0.0029569 0.00375362 0.00145418 0.00195021 0.000620755 0.00193809 0.0300387 0.0720625 -4.67871e-05 0.000629311 -0.000204454 0.00078282 -9.16106e-05 0.000991707 -0.000107363 0.00179896 -0.000333433 -0.0354493 -0.0812614 0.00145722 0.00233901 -1.57317e-05 0.00125039 0.00234971 -0.000588492 0.00125582 0.000434617 0.00174133
internal_weight=199.547 85.699 113.848 112.13 107.276 106.517 100.905 100.064 6.60166 2.95187 93.462 92.2949 91.502 88.9118 86.6853 85.3875 83.6413 82.3755 79.5502 3.85966 2.32276 75.6906 74.8103 70.1458 69.2158 67.8833 64.0537 63.0181 62.5315 61.5786
internal_count=4034 1376 2658 2640 2602 2598 2543 2536 83 48 2453 2427 2419 2396 2383 2375 2356 2345 2315 66 56 2249 2207 2166 2154 2127 2099 2081 2078 2072
is_linear=0
shrinkage=0.0980392


Tree=789
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 0 0 2 1 1 0 1 2 2 0 0 2 1 2 1 0 2 0 1 1 1 2 2 2
split_gain=0.36109 0.586927 0.541089 0.472383 1.79554 0.947594 0.900255 0.889142 0.855302 0.573554 0.551004 0.550925 0.967436 0.443659 0.566275 0.488969 0.488969 0.618268 1.71979 0.90424 0.455431 0.426473 1.26496 0.969438 0.798702 1.21436 0.872823 0.490491 2.23622 0.671665
threshold=42.094663496250007 42.006870117350005 0.49949103320000005 0.39542229275000007 0.53544804050000006 0.39408999735000005 0.52404119640000013 0.52770875125000016 36.728658719300007 0.39019789825000006 0.38906020780000011 0.52005927965000021 0.38052752915000004 37.198331469900005 34.654301448200009 0.54386096225000014 0.53749887730000012 41.218101594450012 0.42039160505000012 41.827117825850003 0.46280051495000007 0.48068920095000006 42.686561923500008 0.47754558250000007 0.34521421515000011 0.34524415440000006 0.34530403280000005 42.865207177650007 43.426640904350009 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 8 6 9 -8 -5 10 11 12 -1 14 15 -6 -15 -18 -19 -20 -16 22 23 -2 -23 -26 -27 -24 -29 -30
right_child=21 2 -4 4 13 -7 7 -9 -10 -11 -12 -13 -14 16 20 -17 17 18 19 -21 -22 24 27 -25 25 26 -28 28 29 -31
leaf_value=0.00023628764908914491 -0.00031851422946606929 0.00012071776964684732 0.0014105513735808168 0.00025094463273759541 0.0021073538487352988 0.0013357522473256059 -0.0018836927580647503 1.8319931236575357e-06 -0.0021364015968538225 0.00081085660480966664 -0.00059669761861979806 0.00096828448834676149 -0.00088301906385989499 0.0012705290923229165 -0.0022289706529304877 -0.00064194720834194387 0.00019961827893988178 -0.0027835408453675699 -0.00075232697360776471 0.0016964597128709003 0.00034666921165161688 0.0010256425011921108 0.00077970265243384063 -0.0022786225399119152 -0.0023456362459334163 0.0015990838292688099 4.4490046766173917e-05 -0.0023448739183149409 0.0013426662656620327 -2.3481454421448822e-05
leaf_weight=95.616960985178594 2.1217023169883791 2.2184094714757512 2.8657558667473495 0.79072876850841511 0.39043292403221064 2.9250752383377394 1.5227363059530024 2.6090048439800739 2.1342188722192077 6.3585496076848349 3.2002116404473773 3.7393579557538024 3.0639513100031754 1.4582854881882656 0.99916593815578358 0.68518724135446973 30.685377089001122 1.0398195103043684 1.4403072396671635 0.97032531909644593 0.35870009667996783 3.5304355937987557 2.7418950765859362 1.7873281775973735 0.79547370970249076 1.4412285462021817 37.96693121258977 1.5600138576846792 1.5639922373229627 11.997289757186079
leaf_count=985 65 18 27 20 2 15 45 28 105 39 27 21 26 4 67 177 515 15 87 33 72 12 35 42 10 4 1146 108 30 254
internal_value=0.000142997 0.000191877 0.000847749 0.000171035 -1.06133e-05 0.000233528 0.000205761 -0.00069307 -0.00149101 0.000238926 0.000204494 0.000229528 0.000201534 0.000103253 -0.000706737 0.000356005 0.00015863 0.00011113 -0.000675808 0.000233356 -0.00154858 1.9822e-05 -0.000204408 -0.00121474 0.000131451 5.29281e-05 0.000101344 1.66842e-05 -0.000121671 0.000134073
internal_weight=230.579 165.073 5.08417 159.988 40.9525 119.036 116.111 4.13174 2.92495 111.979 105.62 102.42 98.6809 38.0276 2.43349 1.07562 35.5941 34.1358 3.45045 2.41063 1.35787 65.5063 21.7722 3.90903 43.7341 40.2036 39.4082 17.8632 15.1213 13.5613
internal_count=4034 2328 45 2283 1097 1186 1171 73 125 1098 1059 1032 1011 972 318 179 654 650 135 120 139 1706 534 107 1172 1160 1150 427 392 284
is_linear=0
shrinkage=0.00196078


Tree=790
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 2 1 0 0 1 0 2 1 2 0 0 2 0 2 2 0 1 1 1 2 2 0 0 0
split_gain=0.0776444 0.218917 0.525898 0.253031 0.233374 0.173195 0.552958 0.544604 1.52127 0.389778 1.88977 1.03161 0.673097 0.49642 0.379533 0.320056 0.314246 0.304129 0.805234 0.490261 0.281993 0.240187 0.229456 1.08249 0.929691 0.544232 0.60718 0.401357 0.665186 0.317544
threshold=42.310579034350006 42.006870117350005 0.4025178887000001 0.54562737640000014 0.4815274992000001 43.018222997350009 43.047778594550003 0.3453339720000001 0.48028502140000007 0.48119816770000007 0.34545372890000009 0.48351845755000006 42.67709657435001 0.35374689380000007 42.686561923500008 0.47916230050000003 0.56643513670000012 43.157831852650006 0.51401155655000019 43.077238082650005 42.536568606950006 0.4815274992000001 0.34623214870000002 0.34527409360000011 0.34524415440000006 43.525909308350002 43.384297312450009 0.50889194935000015 0.53158588065000012 0.48028502140000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 8 14 10 -9 21 13 -13 -2 -12 -15 18 19 -8 -18 -11 23 24 -19 26 -24 -27 -29 -25
right_child=5 2 3 -5 -6 6 17 9 -10 11 15 12 -14 16 -16 -17 20 22 -20 -21 -22 -23 25 29 -26 27 -28 28 -30 -31
leaf_value=0.0015716197743392557 -0.040918466936687353 -0.025460456193225612 0.10236473884834034 0.032259239213344088 0.016880503494535258 0.070613504662256688 0.0091007291523495324 0.025159969209732999 -0.13925786410468366 0.11535941162361396 -0.068635998462215825 0.042940827810369585 -0.048679714985108813 -0.020648240299841795 0.045765299654498152 -0.15524693389460614 0.061049358224011065 -0.0032150321491444872 0.061011975367818584 -0.10381556148441899 -0.013372182213795636 0.043875189684840561 0.010577495789418219 -0.023782356809298889 0.078620816111284159 0.029956572005007211 0.088726765048974629 -0.11353153072813814 -0.0045980550051340973 -0.093964514375567812
leaf_weight=141.85595645558942 0.91747801321617162 1.8451816934248189 0.8426991626620296 1.1987894722915369 3.8869366012513638 1.1161150921543619 0.53867114831519147 2.4885446755215552 1.1000671833753584 0.77155569195747276 0.85194069225690305 2.6903118640184385 2.6379006305214707 4.7193810804747045 1.0310760510910766 0.79070388153195381 1.0396346706402253 9.777341808359779 0.63284094090340648 1.1774102167510134 0.9245973709039389 1.0900632385164497 2.2876595636625994 1.1048966108355665 1.5451576188206679 2.4043695949221728 1.6410779147990977 0.62469426204370382 3.9181013286770394 1.4109568521380422
leaf_count=2283 38 43 7 46 33 14 9 16 12 2 39 11 75 63 35 13 26 198 21 54 17 54 44 38 5 127 25 200 477 9
internal_value=0.00133826 0.00244947 0.0184688 0.0611979 0.00325085 -0.00203898 0.00298717 -0.00876637 -0.047086 -0.00227793 -0.0287124 0.00559365 -0.00493096 0.00738031 0.00495019 -0.110327 -0.00693364 0.000198189 -0.0335134 -0.0683716 0.0260179 0.0735021 0.00340224 -0.0049724 0.00795293 0.014058 0.0432213 -0.0024343 -0.0195778 -0.0631424
internal_weight=198.862 149.63 7.77361 2.04149 5.73212 49.2325 28.1793 21.0533 3.04862 18.0046 4.13119 13.8734 12.0118 9.37392 1.94855 1.64264 6.68361 27.0632 2.34892 1.71608 1.96423 1.86162 24.7143 13.8384 11.3225 10.8759 3.92874 6.94717 4.5428 2.51585
internal_count=4034 2412 129 53 76 1622 1221 401 85 316 68 248 192 117 73 52 106 1207 84 63 43 56 1123 250 203 873 69 804 677 47
is_linear=0
shrinkage=0.0980392


Tree=791
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 0 1 0 0 0 2 1 1 2 2 1 2 2 1 1 0 2 2 0 0 0 2 0 2 1
split_gain=0.0714574 0.285849 1.563 1.22628 0.632976 0.449654 0.692301 0.42727 0.430117 0.326963 0.22785 0.368621 0.212567 0.162665 0.306083 0.266989 0.0763144 0.226244 0.740494 1.12443 0.617556 0.204812 0.0664504 1.0583 2.24012 0.589875 0.544739 0.490716 0.923272 0.638091
threshold=36.010074051050005 0.49880243110000005 0.36533337325000009 0.50008981770000005 0.50465554925000011 0.49485045360000007 0.34398670700000006 0.52404119640000013 0.53749887730000012 0.54386096225000014 36.364346611650006 0.39019789825000006 0.43563066975000003 35.171584490050009 33.151194885250007 0.31100865245000009 36.620308449100001 37.038444968100009 0.36575252235000005 0.38370108680000009 0.52889135055000014 37.137227079750012 38.400997490450003 0.50706565670000014 0.52770875125000016 0.4778150355000001 38.748048509250005 0.54300769440000007 37.784765830350004 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 13 -6 -9 -10 11 -2 -11 14 15 -1 -12 18 -18 -20 -21 -19 23 25 -25 -23 -24 -26 29 -29
right_child=10 3 -4 4 7 -7 -8 8 9 12 16 -13 -14 -15 -16 -17 17 21 19 20 -22 22 26 24 27 -27 -28 28 -30 -31
leaf_value=0.10127398035948146 -0.0018235457889105467 0.10698988837173701 -0.17074430399292509 -0.059731024400473988 0.038182911676263684 0.10057551127673114 -0.11388270180259349 -0.10812119759155692 0.066852947864101397 -0.0049114442927640682 0.021367944996799344 -0.10832444890440719 -0.10398351017690897 -0.031011161299935072 0.092479672686413369 -0.10328154958636242 -0.061229802171219219 0.04688850027360271 0.11499817297706055 -0.12496705274276643 0.02129434659635648 0.0079215744336226229 -0.037438893274884519 -0.082077189816508828 0.047713574826834158 0.074709496553089186 0.0014290569347026364 0.10911691853611129 -0.12690129548978224 -0.022767975350923016
leaf_weight=0.093503154814243095 0.89457499771378823 1.2547921091318111 0.52546951919794072 1.3071200260892508 3.4486170860473067 0.49027796834707249 0.42527013366088784 0.39818395522888783 0.56632041558623347 1.4314974438166244 1.7601884272880841 0.47997302283874888 0.24357756872916514 0.29258592124097049 0.60129453986883163 0.17823816012605675 2.1651544987689695 0.94532689116021984 0.76037395000457753 0.47072860377375014 0.67584887012344552 2.4243569897262196 3.541777304997594 2.9682287558680382 3.2798089617863297 2.6718779075890779 161.58315537957014 0.55138212442398093 0.51581710559912597 0.97810219837992918
leaf_count=1 31 7 6 9 28 10 44 15 7 34 31 42 191 17 17 62 22 15 2 10 41 48 62 36 27 26 3079 2 62 50
internal_value=0.0012138 0.0087996 -0.0196602 0.0173757 0.00217055 0.0184867 -0.00681133 0.0154607 -0.014226 0.00245446 0.000756345 -0.0390122 -0.0193178 0.032253 0.0534551 -0.0328963 0.00105136 0.00085651 -0.0219946 0.0225532 -0.0387534 0.00137502 0.001134 0.00777656 -0.0138297 0.0429375 0.000595375 0.0242116 -0.0134758 0.0247768
internal_weight=197.923 11.2567 2.60664 8.65011 7.39532 2.08117 1.59089 6.0882 2.63958 2.2414 186.667 1.37455 1.67508 1.16562 0.873036 0.271741 185.292 183.532 4.07211 1.90695 1.14658 179.46 178.515 13.3896 8.29334 5.09623 165.125 5.32511 2.0453 1.52948
internal_count=4034 448 157 291 284 151 141 275 247 232 3586 73 225 97 80 63 3513 3482 75 53 51 3407 3392 251 177 74 3141 141 114 52
is_linear=0
shrinkage=0.0980392


Tree=792
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 1 1 1 0 0 2 2 2 2 0 0 1 2 1 1 2 2 0 0 0 1 2 2 1
split_gain=0.071579 0.164172 0.27307 0.181415 0.11191 0.167295 0.381683 0.230174 0.300909 0.138749 0.309774 0.250611 0.11371 0.112038 0.0836911 0.827639 0.652 1.30644 2.15643 0.822454 0.51831 0.237326 0.170697 0.0839186 0.0680359 0.705939 0.442334 0.904759 1.33062 0.803492
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.53043322055000008 34.883496062400006 0.36575252235000005 0.35738450945000005 0.38052752915000004 0.38733870245000007 0.53749887730000012 0.54429508100000012 33.151194885250007 35.050303764500008 35.419594101850009 37.038444968100009 0.5296248615500001 0.50278434775000014 0.36575252235000005 36.491284729650012 0.36491422415000008 0.44670818240000004 36.491284729650012 37.137227079750012 0.49336846205000007 0.48537468940000006 0.48386275860000011 0.36006406990000012 41.319407281650008 40.241071441700008 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 -7 -9 -10 -11 -12 -6 -14 15 16 17 18 19 23 -17 -18 -16 -15 25 -24 27 28 -26 -28
right_child=4 2 3 -5 12 7 -8 8 9 10 11 -13 13 14 22 20 21 -19 -20 -21 -22 -23 24 -25 26 -27 29 -29 -30 -31
leaf_value=0.10297563497852083 -0.0015024401136207203 -0.11469171092783011 0.046274599680701786 -0.11063451221520626 -0.03601716008126659 -0.04606362461893504 0.10088103268563127 0.072525004920011654 -0.036596183745819466 0.10541290055526342 0.036379581351523325 -0.10409695644778316 0.023402120507537996 0.043852601623052267 0.04417998461699521 -0.11709416651352839 0.0065095800222000474 0.065132552264995175 -0.16482319196203696 -0.079320467980338358 0.056700147096522907 0.050965540159584856 0.000699849699047451 0.10922960926606869 -0.010826819750860233 -0.049823916743159835 -0.055730597507705162 0.0025709316676950267 0.088024547918308826 0.0013066665051112104
leaf_weight=0.084857650101183846 0.81030900945188367 0.31134358273993712 0.31432866677641869 0.096246608751698659 0.83145721775872417 0.71750463545322452 0.66126188676571473 0.71692737191915545 0.75374088203534462 0.29195085167884827 0.29884900836259476 0.22084501175868354 2.215330936254758 0.33263163713854627 0.92226922359259234 0.97675892880943027 2.6606995690963231 1.0314835696481166 1.2106699156574903 0.51287621259689331 0.20817311087193957 2.1886193176032975 80.710258542829251 0.47918375208973885 2.2258260976523188 2.8636343646794549 2.5574432075954965 14.175304774194954 3.5076043708249927 72.081432871237666
leaf_count=1 27 83 5 109 15 5 17 5 8 2 10 67 33 46 15 50 32 5 23 4 60 15 1168 5 24 30 38 103 54 1975
internal_value=0.00112618 -0.028599 -0.0440649 0.00949214 0.00124843 0.0168873 0.0445044 0.00333965 0.0188709 -0.00570207 0.022988 -0.0233162 0.000883642 0.0010444 0.00078184 -0.00831386 0.00270279 -0.029751 -0.0683533 0.0198131 -0.0865614 0.0265737 0.00126959 0.0824422 0.00104741 -0.00103133 0.00288488 0.0161286 0.0496486 -0.000647671
internal_weight=196.97 0.806777 0.721919 0.410575 196.163 4.47139 1.47157 2.99982 2.28231 1.56539 0.811645 0.519694 191.692 190.86 188.645 9.6011 8.41616 3.56685 2.53536 1.32469 1.18493 4.84932 179.044 0.811815 178.122 83.5739 94.5476 19.9087 5.73343 74.6389
internal_count=4034 198 197 114 3836 141 44 97 92 87 79 77 3695 3680 3647 240 130 83 78 55 110 47 3407 51 3392 1198 2194 181 78 2013
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 1 2 2 0 0 0 2 0 0 2 0 2 1 0 0 1 2 0 0 1 0 1 1 0
split_gain=0.0684579 0.822361 0.859958 0.550022 0.634493 0.526037 0.747744 0.448903 0.478263 0.437465 0.864513 1.02116 0.561106 1.29014 0.500813 0.522757 0.4501 0.578334 1.82229 0.729357 0.714375 0.568855 0.420242 0.41269 1.79043 0.388663 0.700624 1.13045 0.672185 0.423903
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.040005255000004 39.952536079750011 0.34554354660000003 0.35165114815000004 40.80591513400001 40.890797847750008 0.5231430197000001 0.52770875125000016 0.52404119640000013 39.458743938000005 0.54136103710000005 0.52812790035000023 39.420767558750008 0.5223196910500002 39.011793722550003 0.37003383130000006 0.48028502140000007 0.52005927965000021 0.38552737940000009 40.467253020850002 0.48200652675000005 0.4778150355000001 0.36945001650000003 0.50086823750000009 0.36575252235000005 0.36533337325000009 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 4 9 -5 -7 23 -9 16 11 -11 14 -14 -12 -16 17 20 19 -19 21 25 -3 24 -2 26 27 28 29 -1
right_child=7 2 -4 5 -6 6 -8 8 -10 10 12 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019755729046427018 0.083140470252749524 0.067783055487305732 -0.020789639552471834 0.0034268767185454624 0.039287879792522296 -0.11948316613704657 -0.024850037282614621 0.037148619522191215 -0.00010386787297764308 -0.016322646452582083 0.086109468540454925 -0.12950869949105781 0.012354769605127013 -0.12614423781516915 -0.0027963235445294149 0.096817966308787459 0.041636003241968339 -0.01555203411428337 -0.090614239008834974 0.043377795171702552 0.061595640630214166 -0.055422019793980121 0.017891324357605265 -0.013081180918666177 -0.15680289757206003 0.041086220702189813 -0.042126294516516727 0.11081786502488344 -0.056463023635450221 0.025034570523875057
leaf_weight=2.844849409875688 0.47701168700586805 4.34053786593722 2.4065079829961178 3.8134605210507271 4.4313100271974681 1.0822546593844888 3.6541261602396844 3.5685398832429192 100.63061969883211 2.2215781612321766 0.71828924119473114 1.2431090112659147 1.6500131236389273 1.1353845683515826 15.00088434181259 0.54598741671361573 3.3390280045568934 5.8239222248084825 2.5046115517616263 3.2848309148102999 2.6018362247850737 1.4043925003898028 2.7629220031667501 6.7239331798336934 0.89348972591687925 3.4237040542066088 2.738578757736831 1.0933778733015067 1.5673576220870025 8.2135775049682689
leaf_count=214 66 32 36 26 48 9 71 37 2327 16 4 56 10 51 603 7 19 41 37 28 23 24 23 65 10 29 18 5 11 88
internal_value=0.00102404 0.00318608 0.0308746 -0.000356151 0.00274483 -0.0242166 -0.0464735 -0.00059029 0.00117193 0.000105555 -0.0109848 -0.0569331 -0.00262833 -0.0441002 0.00447371 0.00070201 0.00653457 0.00323312 -0.0150722 0.00569945 0.0121325 0.00608649 0.0483774 -0.0232752 -0.0732891 0.0104313 0.00405421 0.0132726 0.00482533 0.013512
internal_weight=196.14 83.8464 9.50997 74.3365 65.7866 8.54984 4.73638 112.294 104.199 61.3553 22.5152 3.46469 19.0506 2.7854 16.2652 15.5469 38.8401 35.501 11.6134 9.10875 23.8877 21.2858 7.10346 8.09443 1.3705 19.8814 16.4577 13.7192 12.6258 11.0584
internal_count=4034 1529 91 1438 1332 106 80 2505 2364 1284 747 72 675 61 614 610 537 518 106 69 412 389 55 141 76 365 336 318 313 302
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 2 0 1 1 1 2 1 1 0 2 2 1 1 1 0 2 2 1 1 2 2 0 1 1 2
split_gain=0.0738558 0.140216 0.195207 0.182375 0.113403 0.111316 0.0777066 0.808556 0.724987 0.499538 0.882792 0.483208 0.474511 0.87204 0.808979 0.99499 0.282673 0.434139 0.391244 0.643178 0.593032 0.284798 0.25386 0.301655 0.216688 0.998932 0.945009 0.27677 0.929112 1.91589
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 42.402981339000007 42.536568606950006 0.48597347385000006 0.34587287805000005 0.34641178410000012 0.35651627195000007 43.426640904350009 0.34527409360000011 0.34608245260000009 0.48386275860000011 41.806790701050012 39.792680591700012 0.34674111555000003 0.34739977845000009 0.36006406990000012 0.49787431515000008 42.047301293400004 42.310579034350006 0.3459626957000001 0.34587287805000005 39.664548207900005 39.896141435400004 0.48028502140000007 0.34494476210000008 0.34515433670000012 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 9 11 -9 12 -11 -8 13 22 15 -14 -10 -18 19 20 -19 -21 23 24 26 -26 -1 -27 29 -29
right_child=1 2 3 4 5 -7 7 8 16 10 -12 -13 14 -15 -16 -17 17 18 -20 21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0033522577889971649 -0.098620132202431751 0.059492862430341832 -0.10333300239823025 -0.099420272989976397 0.054880468239175535 -0.09830014282654681 0.0098950872325699792 -0.070937177728166906 0.048453553776858081 -0.1214964448668471 0.03137131961941652 0.069692368595928381 -0.0081502337046081893 -0.05323401252019342 -0.0033544197139655182 0.10260099921546523 -0.049703976382730643 0.037041688321696034 0.00027674884386019201 0.10010337023585573 -0.030722612241637685 0.035761087238927729 -0.034794829774245847 0.038970690391062539 -0.080248344438056854 0.0081313375314541244 0.10597000260619591 -0.10946288763771876 0.00064323941013281864 0.0076331294447554484
leaf_weight=9.7773048054495995 0.19942534339622742 0.2859286330640316 0.25065691526424416 0.082915724098711507 0.27018704079091549 0.05485626187237358 2.5336749572306863 1.3323173485696305 1.2362340837717045 0.86546484798418422 0.62554161861771718 2.6651925668120384 1.2688142850529387 3.1212802007794371 4.7426556144491769 2.0225493330508471 1.5795870944857586 2.4113918552175155 89.241017940504207 1.0913947988301518 2.5581286996603012 1.6775571666657922 2.0011785244569174 1.9174540692474682 1.5561641082167614 21.687002231872611 0.94602125883102495 2.3705358662409699 31.612165577738779 3.0984786539338529
leaf_count=237 433 11 58 138 10 283 27 8 8 73 72 22 25 29 46 34 11 31 1532 28 15 20 13 16 12 406 7 66 333 30
internal_value=0.000915822 -0.0239217 -0.00815029 -0.0375166 0.00292213 0.0290288 0.00106233 0.00284372 0.000905271 -0.00109956 -0.0573618 0.0405501 -0.000125504 -0.00245973 0.0225623 0.0599066 0.0018644 0.00128003 0.00211045 0.0232569 0.00215909 0.0611219 -0.000345701 0.000599118 -0.000436464 -0.00271923 0.0124053 -0.00066628 -0.00581158 -0.043122
internal_weight=195.083 1.14397 0.944545 0.658616 0.407959 0.325043 193.939 106.326 101.128 87.6126 1.49101 5.19887 86.1216 78.0876 8.03402 3.29136 99.7953 98.5591 96.9795 7.73847 4.96952 2.76895 74.9663 72.9651 71.0477 60.3243 10.7233 58.7682 37.0812 5.46901
internal_count=4034 933 500 489 431 293 3101 1702 1653 1399 145 49 1254 1149 105 59 1645 1637 1626 94 46 48 1120 1107 1091 847 244 835 429 96
is_linear=0
shrinkage=0.0980392


Tree=795
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 2 2 1 2 2 2 2 2 2 2 2 0 2 0 1 2 0 0 0 1 2 0 1 2
split_gain=0.379752 0.616559 0.980021 0.612571 0.717719 0.545313 0.923302 0.447978 0.415173 0.370547 1.23008 1.07228 0.637266 0.344801 0.759181 0.923571 0.376708 0.989816 0.330516 0.3002 1.13818 0.264188 0.27416 0.263645 0.789475 0.653643 3.16385 0.593508 0.948881 1.40529
threshold=0.47721625100000004 0.4778150355000001 0.47808448850000007 41.385032804600009 42.094663496250007 0.34551360740000009 42.686561923500008 42.719328117250008 0.34548366815000003 39.952536079750011 40.750688432250008 39.256147742250008 38.244973486750006 41.741384785950011 41.898943182100005 42.488347682450005 42.719328117250008 0.45994131915000008 44.756878345700009 0.47700667645000011 0.32636747405000005 44.952171034750002 0.45589952400000006 0.5231430197000001 0.5223196910500002 0.38906020780000011 39.051326806600009 0.53544804050000006 0.39587138110000003 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 8 -7 -8 9 11 -11 12 -1 19 -15 -16 -17 -18 -9 20 -12 -20 -23 24 25 -4 -27 28 -25 -30
right_child=1 2 23 4 -6 6 7 18 -10 10 13 -13 -14 14 15 16 17 -19 21 -21 -22 22 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.00024866644253739728 6.6433302848661709e-05 -0.0015140364774766431 0.00019594262486738304 0.0016816096311792386 0.00030756803560315083 -0.002261954521419798 0.0020873621891611977 -0.0020458440737980981 0.0012134091318406876 -0.0024973099489378646 0.00077691861776788766 0.0014990288945798613 -0.0011679723845868762 0.0014128021194268051 -0.0021767948596371507 0.0011575745852676722 0.00010047330074857231 -0.0021177167330811864 0.0021210790275317929 -3.1155504164922872e-05 -0.0026623585355302188 0.001772619776801164 -0.0019893583043477376 2.1952054562478704e-05 0.0010499612175103364 0.0010600303433740397 -0.0029080013867831558 0.0001437805031710976 -0.0016214907255956634 0.0010904768802638828
leaf_weight=4.68409926608002 4.3165100663900358 1.3805829556658853 109.08876067807432 3.1272645518183708 2.7439663074910641 1.1349994678239448 0.3445099890232084 0.34541384523618035 1.0355655131861556 0.86708563368302094 0.61283165746135571 2.0901955999433994 1.6512170765781773 1.3810762305511151 0.78640577188343641 1.0211532791727211 8.7803038271231308 0.84813111514085981 0.21125903725624084 1.339574337005615 0.93340100412024185 0.11385010415688157 0.21536955842748284 10.698276076582259 4.067612884566187 1.7284532019984902 1.3969095161410221 55.040501432305064 3.5203452831192399 0.92832888489283494
leaf_count=188 17 18 869 12 34 76 2 48 6 79 32 12 18 11 60 19 187 64 1 6 17 2 54 150 29 17 81 1639 130 156
internal_value=0.000126978 0.000157384 0.000131906 0.000627181 0.00103944 -8.50784e-05 -0.000986471 0.000190114 -3.17024e-06 -5.35733e-05 -0.000223812 0.000281225 -0.000120562 -9.82733e-05 3.95948e-05 -0.000126242 2.5179e-05 -9.49184e-05 -0.000547696 -0.000710603 -0.00129924 0.000409753 -0.000688398 0.000144092 0.000201373 0.000170613 -0.000713518 4.91928e-05 -0.000294517 -0.00105557
internal_weight=226.434 198.038 187.85 10.1877 5.87123 28.3964 2.3654 1.2304 26.031 24.9955 16.57 8.42551 6.33532 15.7029 12.8171 11.436 10.6496 9.62843 0.885893 2.88581 1.54623 0.540479 0.32922 186.469 116.282 112.214 3.12536 70.1875 15.147 4.44867
internal_count=4034 3152 3089 63 46 882 183 107 699 693 475 218 206 396 341 330 270 251 105 55 49 57 56 3071 996 967 98 2075 436 286
is_linear=0
shrinkage=0.00196078


Tree=796
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 1 2 0 1 2 0 2 2 2 2 1 0 0 1 1 1 0 2 0 1 0 1 1 2
split_gain=0.306809 0.815568 0.805684 1.43559 1.17472 0.948494 1.07193 0.944686 0.687856 0.592937 0.518589 0.599606 0.493635 0.465545 0.844555 0.417488 0.791739 0.64185 0.84443 1.62762 0.603407 0.463231 0.946936 0.718736 0.387663 0.638828 0.620879 0.368387 0.546959 0.354243
threshold=0.39072183470000005 0.53544804050000006 0.39587138110000003 0.39408999735000005 43.631818398850008 0.53043322055000008 0.39091643965000006 36.728658719300007 0.53475943835000017 0.4662734648500001 42.599563320500003 0.53866650695000018 42.865207177650007 41.827117825850003 41.289992964000007 40.844669808050007 0.42290649980000011 0.54228915300000013 0.55677973715000018 0.41911918805000009 0.46280051495000007 0.43401395170000007 0.54562737640000014 39.952536079750011 0.55769288345000012 0.44805544745000009 0.54228915300000013 0.39019789825000006 0.38976377950000002 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=27 2 3 5 7 6 -2 -4 -6 10 13 -12 -13 14 15 17 -17 -3 19 -19 -20 22 -21 -24 26 -26 -14 28 29 -1
right_child=1 9 4 -5 8 -7 -8 -9 -10 -11 11 12 24 -15 -16 16 -18 18 20 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00061477809340998695 5.4155153693892857e-05 0.00046418341519102334 0.00029444023552637377 0.0011573474724824817 -0.00073848982225571279 0.0011460107249329789 -0.002166122072343265 -0.0021265551893222788 0.0024623076633544386 -0.0014164391123895506 -0.0023461597464637602 -0.0012485872092317476 -0.00045820215349976677 0.00065801975280142843 -0.0011809710504300703 0.0013425008729627185 5.2955281075276163e-05 0.00035126371151223914 5.599712716989751e-05 -0.0028718596554359052 0.0014732557732448737 -0.00054975891922986477 -0.0020623903973863941 0.0012322297329589965 -0.0021815618238337992 0.00035371636319594198 0.0011421851845534101 0.00069478784379144772 -0.00085527235198395925 0.00020868708800613145
leaf_weight=2.0359263197860846 1.5167926289141163 11.661768871359529 0.79524701798800412 2.5569664633367211 0.54491338875959605 0.85143258050084103 1.8626444140681995 2.8066591281385627 0.49047446250915527 0.92136653298029969 0.52120687649585207 1.2946026163408531 1.660322374198586 8.5833279818762076 1.7426729975268234 3.3219027630984774 4.0771710962289944 3.5320095655042705 8.1525138888500788 1.6399860337842258 1.3456066322396498 1.381290549325058 0.52514230721862964 0.49410844780504704 0.66285450754730824 0.9022024933474313 2.1246450938488124 5.6367466065566978 1.9211280606687058 149.06700491497759
leaf_count=112 14 56 20 19 194 7 98 140 1 757 14 18 18 72 35 13 38 40 243 19 19 16 43 4 86 86 48 29 14 1761
internal_value=0.00015578 4.33996e-05 -0.000432958 -2.5816e-06 -0.00106292 -0.000703596 -0.0011696 -0.00159204 0.000777763 0.000143179 0.000169977 -0.000320998 -0.000162144 0.000245707 0.000152266 0.00021657 0.000631912 0.000109612 -0.000132612 -0.000621022 0.000256781 -0.00147094 -0.00194943 -0.000465237 0.000100755 -0.00072006 0.000440156 0.000202507 0.000184374 0.000197592
internal_weight=224.631 65.9698 11.4251 6.78784 4.63729 4.23087 3.37944 3.60191 1.03539 54.5447 53.6233 7.16583 6.64463 46.4575 37.8742 36.1315 7.39907 28.7324 17.0707 7.57254 9.49812 4.04053 2.65924 1.01925 5.35002 1.56506 3.78497 158.661 153.024 151.103
internal_count=4034 2118 493 138 355 119 112 160 195 1625 868 270 256 598 526 491 51 440 384 122 262 82 66 47 238 172 66 1916 1887 1873
is_linear=0
shrinkage=0.00196078


Tree=797
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 2 0 2 2 1 0 0 1 0 0 2 2 1 2 2 0 0 1 1 0 2 1 1 2
split_gain=0.0731005 0.438872 0.21117 0.662697 0.229542 0.158621 0.291237 0.334754 0.195108 1.00968 0.544632 0.873617 0.36986 0.220144 0.160875 1.48316 0.742719 0.739258 0.977411 0.431618 0.684756 0.418128 0.371869 0.35736 0.438605 0.354493 1.19282 0.746448 0.8085 0.414474
threshold=41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.4815274992000001 41.436838994450007 41.535369675400013 0.48200652675000005 41.685324604100011 41.741384785950011 0.34503457980000002 0.48119816770000007 0.50008981770000005 0.43401395170000007 0.48068920095000006 0.48028502140000007 41.872294782850005 42.434124620650003 0.34623214870000002 42.456897412850005 42.686561923500008 0.47721625100000004 0.47997065955000012 0.34494476210000008 0.34509445825000007 0.48306936920000004 41.827117825850003 0.34524415440000006 0.3453339720000001 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 -7 10 -10 -8 -12 -13 -14 15 16 -11 18 -18 -19 21 -21 -22 -16 -25 -26 -27 -28 -29 -30
right_child=2 -3 5 -5 -6 6 8 -9 9 14 11 12 13 -15 23 -17 17 19 -20 20 22 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.0019695706364348119 -0.017808577327780985 0.048402639979071183 0.01977341317033118 -0.06472886016778355 0.017994410783016158 0.0031313315089530947 0.078186982265823546 -0.058356649430952492 -0.12311465727834353 0.043849218569883046 0.046451715944246297 -0.09959320639542335 -0.052501384972741684 0.034596657937014025 -0.040378579202500209 -0.14858320136782327 -0.11910958706299113 0.079645412478694555 0.07160126573022231 -0.0059529777938030111 -0.0033537767354042368 -0.11124961146634349 0.066793018741184887 0.064147484414312145 0.022401191630487965 -0.1540572763088762 -0.11318205798938173 0.11401925180489669 0.022650792085011525 -0.0043924448457566823
leaf_weight=102.91900047125739 3.7781445524306019 2.0766300233372013 4.1145706586758015 2.0976699754464789 3.4041552916169167 1.7277851903345429 1.2166485945344891 1.8160665228933792 0.66461430059280147 3.0690468095708701 2.1110126934945583 0.78256136178970326 0.60419890104094498 0.55838774052244844 1.7406571209430683 0.70955687016248603 1.1843473265762465 0.60613126214593904 0.34761182407964941 0.62997822172474005 13.084044418861591 0.93957154080271721 0.8020706772804268 1.2524788677692402 8.5123744122683984 0.4977912766407816 0.55479343980550666 0.65219634771346946 7.2744517387327496 25.652845015015373
leaf_count=1801 24 31 32 42 34 11 14 35 15 23 26 5 13 37 9 8 77 6 11 27 420 27 3 5 94 26 9 2 99 1068
internal_value=0.00109327 0.00288794 -0.000991479 -0.015281 -0.000839231 0.000643503 -0.000378839 -0.0283785 0.000972152 -0.000461221 0.0195049 0.00190314 -0.0464441 -0.0106684 0.000746264 -0.00642608 -0.00154443 -0.00946288 -0.075836 -0.00313227 -0.0063786 -0.0689862 0.000697946 0.00406872 0.00581135 0.00411786 -0.000376088 0.00186509 0.00376588 0.00158207
internal_weight=195.381 104.996 90.3858 9.27997 7.1823 81.1058 76.9912 3.54385 73.4474 68.1746 5.27281 4.05616 1.94515 1.16259 67.5099 21.3724 20.6628 17.5938 1.53196 16.0618 15.4557 1.56955 13.8861 46.1376 44.3969 43.1445 34.6321 34.1343 33.5795 32.9273
internal_count=4034 1832 2202 100 58 2102 2070 46 2024 1929 95 81 55 50 1914 602 594 571 88 483 477 54 423 1312 1303 1298 1204 1178 1169 1167
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 0 2 0 0 2 1 1 1 1 0 0 0 2 0 1 2 0 2 0 1 1 2 2 1
split_gain=0.276914 1.23753 0.749544 0.797313 0.858959 1.22173 0.602015 0.528455 1.06166 0.630974 0.668552 0.436913 0.794082 0.781596 0.418426 0.409227 0.347513 0.716784 1.08844 0.587837 0.741987 0.500206 1.62797 1.15413 1.64956 1.01878 1.43917 1.73527 0.344641 0.356136
threshold=0.37078231190000005 0.50278434775000014 0.51191581090000016 0.50889194935000015 0.37473428940000003 47.927946529500012 0.50008981770000005 36.491284729650012 0.49880243110000005 0.49830843385000007 37.627645350900004 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.4662734648500001 0.5054040298000001 0.5231430197000001 0.5223196910500002 39.051326806600009 0.53544804050000006 0.4019490434500001 38.748048509250005 0.52366695610000014 36.893814626400008 0.52770875125000016 0.39382054430000007 0.39587138110000003 43.631818398850008 39.952536079750011 0.39193437325000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 7 8 -1 10 -9 -4 -13 -14 16 -3 17 18 -15 20 21 23 -23 -18 -25 28 -27 -28 -24 -30
right_child=2 15 11 -5 5 -7 -8 9 -10 -11 -12 12 13 14 -16 -17 19 -19 -20 -21 -22 22 25 24 -26 26 27 -29 29 -31
leaf_value=0.00019020678460488443 0.00054999847896784651 0.0013415548083115119 -0.0010323793514062348 -0.002104739325644298 -0.0024660443091364106 0.0013111889600294195 -0.00070676279674777159 0.001302047153281963 0.0021436713015855675 -0.00091002854328675544 0.00014186006961491046 0.0008491387606169886 -0.0016639025061372197 0.00067002835398238282 -0.0012902381840287527 0.00042625642705705434 0.00041390087244490812 0.001060717091174821 -0.00099054646833830837 0.00014404486555070424 -0.0021569732616559174 0.0020525556193946651 -0.0026368489830661517 -0.0031108932767516416 -0.00014922595299137232 0.0013144521826007629 -0.0021066807567079065 0.0015370020921840772 -0.00021655593951877856 -0.0020377544376170382
leaf_weight=3.4774024264406753 2.1709426548331971 4.4591085445135823 1.3003366434713814 1.1697475916771507 1.1141034306419895 0.46731520816683758 3.0999827338382593 1.9418475420679886 1.5448032282292841 2.1532129123806945 114.93437993283442 5.2800909692887208 0.99410053377505292 3.8551653058384527 0.84050978549021138 3.2444661781191826 2.1282860918436173 4.1929217027500272 2.502752712010988 52.50232440675245 0.78645575181872196 1.3689757362008075 0.58883199188858304 1.3167299339547756 1.6035524401813743 2.3691673427820206 1.4878538784105333 0.75878218171419565 1.0943687113467602 0.66286777611821879
leaf_count=183 17 40 14 54 65 7 33 43 8 26 1313 41 12 31 757 24 28 28 36 875 100 6 7 27 22 14 71 81 21 50
internal_value=0.000136635 0.000192952 5.27686e-05 -0.000691307 -0.000250689 -0.00134986 0.000146719 0.000168047 0.000791082 0.000141759 0.000161136 9.55369e-05 0.000112928 6.37557e-05 8.57577e-05 0.000956064 0.000100735 0.000431386 1.6354e-05 4.84067e-05 -0.000306053 -0.000197254 9.78841e-05 -0.000684273 -0.00148462 -0.000286481 0.000248272 -0.000876058 -0.00133859 -0.000903552
internal_weight=225.411 134.855 90.5562 4.92211 3.75236 1.58142 127.152 124.052 5.02221 119.029 116.876 85.6341 84.3337 79.0536 78.0595 7.70357 77.219 10.5508 6.35792 66.6682 14.1659 13.3794 8.33085 5.04857 2.92028 6.96187 4.6158 2.24664 2.34607 1.75724
internal_count=4034 1670 2364 143 89 72 1606 1573 191 1382 1356 2221 2207 2166 2154 64 1397 95 67 1302 427 327 250 77 49 244 166 152 78 71
is_linear=0
shrinkage=0.00196078


Tree=799
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 1 1 0 2 2 0 0 1 2 1 0 0 1 2 1 1 1 0 2 1 1 2 1 0 1
split_gain=0.0724165 0.76684 0.562292 0.425739 0.810958 0.41868 0.38677 0.770891 0.719432 0.929971 0.275185 0.522381 0.495593 1.13471 0.335758 0.272451 0.434365 1.24348 1.04233 1.45425 0.422253 0.951311 0.971975 1.35393 0.686366 0.462541 0.791263 0.786053 0.287099 0.867107
threshold=0.48597347385000006 0.34587287805000005 0.34641178410000012 0.35651627195000007 43.426640904350009 0.34527409360000011 0.34608245260000009 0.48386275860000011 41.806790701050012 39.792680591700012 0.49053920540000012 0.49336846205000007 0.35862698720000002 41.975471476700008 0.36359689830000008 0.49830843385000007 0.50278434775000014 0.36575252235000005 35.509685375550013 0.36575252235000005 0.36945001650000003 0.37078231190000005 0.51191581090000016 41.898943182100005 0.37413550490000008 0.38370108680000009 40.040005255000004 0.38552737940000009 0.52005927965000021 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 7 -1 9 -8 -4 -12 13 -13 -14 -16 18 -18 -17 -20 -19 -22 23 -23 -24 26 -26 -27 -29 -30
right_child=1 2 10 4 -6 -7 8 -9 -10 -11 11 12 14 -15 15 16 17 20 19 -21 21 22 24 -25 25 27 -28 28 29 -31
leaf_value=-0.00024561436532123887 0.011338764788624833 -0.062364368890865267 0.029998469389596352 -0.12174753282010826 0.02915614353394801 0.068963506765382598 -0.0069699625989503109 -0.051181168891468704 -0.00363382618183496 0.10385811758394255 -0.046564525797631449 0.1038487304700712 -0.044935507772502555 -0.0011034762654920877 0.045557076187937702 0.031715667348435735 0.091119976575667422 -0.073616683575316394 -0.12744329165957496 0.00064187870504235406 0.060108853432939695 -0.12594426743063938 -0.12292389230974643 0.011617284604469194 0.067014923904600093 -0.092876075920882317 -0.010279567008692099 -0.045165955899863421 0.049688131613241433 -0.00056079888985653855
leaf_weight=74.765462219318579 2.4587733354419461 1.3832636438310135 3.3525485245918381 0.80398720000630308 0.63929435962927528 2.5879430323839188 1.2869452390004874 3.0943058170378199 4.7146694154362194 1.8390955077484248 2.268627416342496 1.5452609187923361 1.6073917197063554 3.0903093814849854 1.3622266212587408 1.9713142160326231 1.5469913482666005 0.75915185362100501 1.6566484868526461 1.906580967694026 2.6608445681631556 1.4462454553868149 0.44081336911767621 1.4160288106795631 2.8150247223675242 0.89867356792092223 2.5011609356151894 1.306271139110321 3.6316202451707786 63.155317695003646
leaf_count=1120 27 8 37 73 72 22 25 29 46 34 20 40 20 31 23 18 5 4 14 31 30 45 8 39 16 12 31 27 28 2099
internal_value=0.00109841 0.00283169 0.000961967 -0.00104511 -0.0549055 0.0408886 -0.00013805 -0.0022699 0.0210316 0.0582318 0.00182636 0.000862471 0.00198655 0.0338822 0.00036324 0.00117702 0.000490901 0.00230858 -0.0266297 -0.0589086 0.000613051 0.00131506 -0.000700645 -0.0578896 0.00148923 0.00222728 0.0306494 3.72034e-05 0.00126344 0.00217155
internal_weight=194.913 107.769 102.722 87.1438 1.44328 5.04672 85.7005 77.8598 7.84071 3.12604 101.339 97.9865 95.7179 4.63557 91.0823 89.4749 88.1127 82.5781 5.53454 3.56323 81.0312 80.272 77.6112 2.86227 74.7489 74.3081 5.31619 68.9919 68.0932 66.7869
internal_count=4034 2635 2586 1399 145 49 1254 1149 105 59 2578 2541 2521 71 2450 2430 2407 2344 63 45 2339 2335 2305 84 2221 2213 47 2166 2154 2127
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 0 2 2 1 0 2 1 2 0 0 0 0 1 2 2 0 0 0 0 1 0 0 1
split_gain=0.281535 0.928983 0.543565 0.381049 1.30497 1.63767 1.14522 0.616709 1.43341 0.611696 0.58179 0.453355 0.557126 0.444053 0.41035 0.362641 0.437112 0.483422 0.399732 0.382602 0.362694 0.485278 0.331368 0.285344 0.674744 2.22152 0.652186 0.736081 0.98897 0.586512
threshold=42.779078631750004 42.824128352900011 42.753078181500008 0.34545372890000009 0.47997065955000012 0.45994131915000008 0.34614233110000009 0.48637765340000011 44.169240047700008 43.120094701700005 0.37078231190000005 0.49787431515000008 43.426640904350009 0.37977904855000005 43.631818398850008 0.5681267027500001 0.54228915300000013 0.5398790455000001 0.54386096225000014 0.44805544745000009 43.680097826700013 43.847983878700006 0.55769288345000012 0.50706565670000014 0.48447651265000008 0.48351845755000006 0.37977904855000005 0.51505942935000004 0.5098649741000002 0.38370108680000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 23 4 5 -3 7 8 -5 13 11 12 -11 -8 -14 16 17 20 -18 22 -12 -22 -20 24 25 -1 27 28 -25 -28
right_child=1 3 -4 6 -6 -7 9 -9 -10 10 15 -13 14 -15 -16 -17 18 -19 19 -21 21 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=0.00020679714245111874 -0.0020542489396542323 0.00014857276173907272 0.0013741558554278236 -0.0027054848187452528 0.0010315234571934436 -0.0022779695545951549 -0.0012504064402630453 4.2746510315919005e-05 0.00050933441415156034 -0.0013051867811838893 0.00071226275096929648 0.0015233008735469099 0.0019076572929819075 0.00025342463099752228 0.0002457719414535058 -0.0019839668749209939 0.0016298165503745136 -0.0022792086734607108 6.0001504223580481e-05 0.00096367087102975518 -0.0022648252813497545 -0.00017513572448497368 -0.0023329104771795273 -0.00024819746675575733 0.0004779444926237209 -0.0015064936811765395 0.0009763258223543399 0.00021872048436266753 -0.0027121173339780453 9.2729807653030866e-05
leaf_weight=68.779956152051454 0.83260767869069141 8.4014323891024087 1.4556869032094244 1.6845924640074406 5.5795134250074616 1.2252794435480598 2.029802117322109 1.1662179380655286 0.78018941706977774 0.64620519851450753 1.3952917924616448 1.9268164820969103 0.79451665701344643 1.2019262472313128 2.0326116065261886 0.36029885687094143 1.0080673806369307 0.44011105690151442 0.65987057759775813 1.0156836592359466 0.49681804026477072 3.0514173705669236 0.33567587219295092 1.4120152927935117 31.652324378257617 3.0382299646735182 3.0070254802703849 2.1475623724982142 1.1255627670325337 73.098528729591635
leaf_count=879 15 182 15 44 30 71 27 5 16 13 26 20 8 40 78 377 7 12 37 17 33 234 28 23 274 26 17 14 25 1441
internal_value=0.000149542 -6.48487e-06 0.000180682 4.05721e-05 0.000277023 -0.000160275 -0.000130431 -0.00113203 -0.00168788 7.86404e-05 0.000254278 0.000760521 0.000337372 -0.00069111 0.000712817 -5.76829e-05 2.49118e-05 -0.000309996 0.000622079 0.000116981 -0.000134682 -0.000467731 -0.000746835 0.000171253 0.000239435 0.000134317 8.39311e-05 -0.000626107 -0.00134109 0.000127642
internal_weight=222.782 37.0649 185.717 36.2323 15.2062 9.62671 21.0261 3.631 2.46478 17.3951 14.1634 5.40015 3.47333 3.23173 2.82713 8.76323 8.40294 5.38364 3.0193 2.01123 4.94353 3.54824 0.995546 184.261 103.471 71.8182 80.7907 4.68514 2.53758 76.1056
internal_count=4034 1320 2714 1305 283 253 1022 65 60 957 890 119 99 67 86 771 394 305 89 82 293 267 65 2699 1179 905 1520 62 48 1458
is_linear=0
shrinkage=0.00196078


Tree=801
num_leaves=31
num_cat=0
split_feature=2 1 2 1 0 0 2 2 1 2 1 2 0 2 1 0 0 1 2 2 2 2 1 2 2 1 2 0 0 0
split_gain=0.0672524 0.176322 0.102063 0.158452 0.270553 0.211943 0.102841 0.152381 0.252532 0.189632 0.328599 0.096846 0.139581 0.0883472 0.22142 0.0744911 0.301409 0.197528 0.456838 0.233386 0.194171 0.493709 0.355766 1.1055 0.353015 0.46557 0.167711 0.145903 0.310398 0.536108
threshold=32.724174661450007 0.38906020780000011 34.883496062400006 0.34398670700000006 0.50278434775000014 0.54429508100000012 35.171584490050009 36.010074051050005 0.36533337325000009 36.364346611650006 0.39019789825000006 33.151194885250007 0.54797760550000019 30.317390213800007 0.38052752915000004 0.47721625100000004 0.47754558250000007 0.34551360740000009 42.686561923500008 42.719328117250008 38.969453495950006 39.952536079750011 0.34311846950000008 37.999598532650005 40.750688432250008 0.3453339720000001 44.756878345700009 0.47769527860000011 0.4778150355000001 0.47808448850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -2 -5 -6 -4 8 -8 10 -9 -7 -13 14 -1 17 -17 20 -19 -20 22 -22 23 -11 25 -23 -21 -18 -29 -30
right_child=2 -3 6 4 5 11 7 9 -10 15 -12 12 -14 -15 -16 16 27 18 19 26 21 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10348515731065458 0.067730523143818999 0.068708078895229854 -0.020566488751442152 -0.039182326918686977 0.043199148714657042 0.033672284564194084 0.06416220715663605 -0.0017975772569181565 0.0037364276154878018 0.025477529236327619 -0.10902019141344162 -0.0051426896449531141 -0.10376844603222971 -0.077429512247935844 0.10134040438963768 0.030813906003959519 -0.029283929334783906 -0.10961246178016744 0.10350343283167106 -0.10290924439947945 0.04372542185566769 -0.12077565703977503 0.0081230483369613294 -0.14554696835985112 -0.0013578720458412915 0.064143173812873974 0.019281945573944845 0.030894631766419281 -0.065962684202503397 0.0012933423774364283
leaf_weight=0.10277328139090869 0.5284734582528462 0.15208339695163886 2.2056656308895972 0.88386855684802901 1.9346555920783433 0.29991040857021278 1.0096379424212494 0.85917569109005743 2.1958263394917594 0.7577128493576375 0.42830316870822571 0.4831976443529129 0.20411556445287715 0.42483746938705735 0.10849108174443245 3.4984523952007285 1.560899294912814 0.56508832994222646 0.1977853924036026 0.17711533536930801 2.4382105292752412 0.53169755969429289 1.5709755264106204 0.75412033539032564 13.886546686295331 0.1830168142914772 0.30707183969207108 3.49804513901472 1.1945504390168924 151.34037987066858
leaf_count=48 16 109 32 30 16 10 28 31 49 29 42 2 67 38 3 30 16 52 2 48 19 78 13 21 401 2 57 17 18 2710
internal_value=0.00112917 -0.0280221 0.00124792 0.0164205 0.00929553 0.0239601 0.000900271 0.00115353 0.022769 0.000776456 -0.0374671 -0.0137426 -0.0344322 -0.0511489 0.00169939 0.00104631 0.00178222 -0.00450133 -0.0431215 0.0119735 -0.00210788 0.00207042 -0.0252024 -0.0598315 -0.0048854 -0.0734235 -0.0254155 0.00113774 0.00144207 0.000766639
internal_weight=194.283 0.788185 193.494 4.33422 3.80575 2.92188 189.16 186.955 3.20546 183.749 1.28748 0.987224 0.687313 0.636102 0.211264 182.462 161.092 21.3693 1.24706 0.681973 20.1223 17.0395 3.08281 1.51183 14.6013 0.714714 0.484187 157.594 156.033 152.535
internal_count=4034 198 3836 141 125 95 3695 3663 77 3586 73 79 69 89 51 3513 2791 722 159 107 563 500 63 50 481 80 105 2761 2745 2728
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 0 2 1 1 1 1 1 0 2 2 1 2 0 2 2 2 0 0 1 2 1 0 1 1
split_gain=0.0706847 0.351724 0.183518 0.531461 0.195197 0.154082 0.364717 0.456105 0.292381 0.851923 0.608783 0.600842 0.762798 0.648128 0.267282 0.234227 0.262533 1.35641 0.6359 0.882016 0.569481 0.717831 0.38855 0.377143 0.747243 0.921094 0.472344 0.381821 0.98801 0.25567
threshold=41.218101594450012 41.147265497500008 41.360869295700006 0.34988473400000003 0.4815274992000001 0.44805544745000009 0.55769288345000012 42.558389508100007 0.41988263825000011 0.40301188585000008 0.40509266190000009 0.42114008565000011 0.42473279245000012 0.54300769440000007 42.686561923500008 41.50623664750001 0.4025178887000001 41.535369675400013 0.52507409960000018 43.631818398850008 43.680097826700013 47.709122305950011 0.54228915300000013 0.50339810185000011 0.35275889945000011 43.426640904350009 0.34829795515000012 0.50706565670000014 0.37668033890000002 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 -1 3 4 -2 6 8 -8 9 15 -11 -10 -13 14 -14 -4 17 -17 23 22 -21 -22 -20 24 26 -26 29 -25 -29 -19
right_child=2 -3 5 -5 -6 -7 7 -9 11 10 -12 12 13 -15 -16 16 -18 18 19 20 21 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.0019723155411809933 -0.017039806894498976 0.044250157108785465 0.019212351101514036 -0.058806204184058179 0.016036437729632716 0.022475294135002176 -0.012251128489094517 -0.11216542237760252 0.10520953447904156 0.0080749109623738484 -0.12693361620410526 -0.11867574415852854 0.017175887543041599 0.061725824857247161 -0.12053626742016295 -0.13300933059855649 0.029419764664346343 0.0041144278908507954 -0.1098128399642454 0.11349988080049939 -0.11129497794076118 0.023294209246505861 -0.0066995415905361372 0.060433308213471482 -0.12986962974334459 0.01004809217803097 0.049115387765133751 -0.062514173451637858 0.04861384615259897 -0.01335462823612963
leaf_weight=102.20772947701641 3.7844531265145616 2.0064109083032227 6.4253236247750456 2.0858374564486439 3.3756545558571815 3.0664517653758585 1.6668432583101087 0.62941129351338521 0.80047066509723608 0.53064347658073419 0.90126654377127124 0.4121049274108376 0.24615006719250265 1.6314603723585603 0.32972666661589756 0.78234891314059396 2.7467803657054892 35.382204157012893 1.5490564729552709 0.4005016386508945 0.57122100278502319 1.2939400405157355 0.47827059030532826 2.1243935730308285 0.97200054957647697 0.91191203580820002 2.0424825660884371 1.2904943958274091 2.1051161097129807 10.977258752332999
leaf_count=1801 24 31 45 42 34 511 30 96 6 4 69 16 5 16 82 14 14 630 81 2 101 34 2 34 46 87 18 25 39 95
internal_value=0.00101598 0.00278628 -0.00104506 -0.0143861 -0.00144591 0.000491678 -0.000381515 -0.039638 0.000821912 -0.000544615 -0.0769016 0.0293859 0.00621514 0.029532 -0.0616732 0.00101614 -0.000821359 -0.00218575 -0.000482727 -0.0375697 0.00530713 -0.0179248 -0.0854872 0.00237027 -0.000353434 -0.0621421 0.00205152 0.0271825 0.00637988 -2.19951e-05
internal_weight=193.728 104.214 89.5138 9.24595 7.16011 80.2678 77.2014 2.29625 74.9051 71.4852 1.43191 3.41991 2.61944 2.20734 0.575877 70.0533 63.628 60.8812 60.0989 4.29299 2.26566 1.86516 2.02733 55.8059 50.2859 1.88391 48.4019 5.52 3.39561 46.3595
internal_count=4034 1832 2202 100 58 2102 1591 126 1465 1340 73 125 119 103 87 1267 1222 1208 1194 220 137 135 83 974 876 133 743 98 64 725
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 1 1 0 2 0 0 1 1 0 1 0 2 1 1 2 1 2 2 2 0 2 0 0 2
split_gain=0.068206 0.50284 0.345315 0.736226 0.195801 0.55769 0.190616 0.286128 0.641468 0.330075 0.285464 0.645066 0.239197 0.295274 0.524879 1.25047 0.897795 1.20394 0.602406 0.362925 0.711142 0.662637 0.32152 0.266258 1.51717 1.05019 0.815698 0.599808 0.496412 0.487729
threshold=0.48537468940000006 0.48386275860000011 0.34587287805000005 41.50623664750001 0.34641178410000012 0.34656148020000005 0.34739977845000009 0.36006406990000012 0.49787431515000008 42.047301293400004 0.49787431515000008 0.49830843385000007 0.36491422415000008 0.36533337325000009 0.50339810185000011 0.37078231190000005 0.51191581090000016 41.898943182100005 0.37413550490000008 0.38370108680000009 40.040005255000004 0.38552737940000009 36.957836847500012 39.792680591700012 39.685256516350002 0.52453519355000011 41.436838994450007 0.5296248615500001 0.52404119640000013 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 -7 8 9 -8 -9 -12 -13 -14 22 -16 17 -17 -18 20 -20 -21 -15 24 -23 26 -25 29 -28 -27
right_child=2 -3 4 -5 5 6 7 10 -10 -11 11 12 13 14 15 16 18 -19 19 21 -22 23 -24 25 -26 27 28 -29 -30 -31
leaf_value=0.00017718038853746683 0.06465561504677389 -0.043827057943700662 -0.029515725855052834 -0.0056851159767297467 0.068042632804645828 -0.026756027653205273 0.025955029412674264 -0.051417682664163446 0.060531918198841544 -0.025085078330623914 0.097528779140628893 -0.034030324750232419 0.037867860870202802 -0.013052757863711802 0.066805041106128019 -0.1246420437082168 -0.12051608916367157 0.0092286535098727324 0.063203111150149413 -0.08579176607815707 -0.011086378823325626 -0.0020388169449548879 -0.0707055484737589 0.10831405230143798 -0.13389259382751981 -0.0026476644254737709 -0.07031715777701586 0.0049584897171898023 0.07518334375750646 -0.1079094127628443
leaf_weight=81.156864792808847 2.6972126029431811 2.6826526122167698 2.034103173762559 3.3189633991569281 1.2558919638395298 2.4166634082794181 2.4437037631869307 1.0634095824207168 2.6054697101935744 2.6313794329762459 0.68275859067216416 2.0236932486295691 2.091239057481288 2.5320008927956215 2.8381684999912968 1.3408283063909032 0.40390918636694451 1.346346736203486 2.6819521635770789 0.88834318090812203 2.4801395622780547 27.516655204907583 1.5653198625186631 1.7139733284711831 0.9012489250744683 0.8872159682214249 0.53923598565597775 34.585940904426025 0.41490249149501324 0.87363827135413885
leaf_count=1346 27 30 10 29 13 19 32 40 48 15 8 21 13 16 30 45 8 34 16 12 31 762 37 9 20 26 34 1100 18 185
internal_value=0.000912571 -0.00123084 0.00256464 0.0258505 0.00120133 0.00182165 0.00098554 0.00167633 0.020198 -0.000508751 8.4569e-05 0.000704765 -4.96725e-05 0.000753664 -0.000175744 0.00162506 -0.000790786 -0.0575692 0.00127417 0.0019436 0.0275105 1.186e-05 -0.0350781 0.00114222 -0.00622044 0.00650507 0.06706 0.00205991 -0.00704697 -0.0548727
internal_weight=192.614 83.8395 108.774 6.01618 102.758 100.724 99.4681 97.0515 7.68055 5.07508 89.3709 88.3075 87.6248 85.6011 83.5098 79.4125 76.5743 2.68718 73.8872 73.4832 5.16209 68.3212 4.09732 67.4328 28.4179 39.0149 2.66811 36.3468 0.954138 1.76085
internal_count=4034 1376 2658 56 2602 2592 2579 2560 95 47 2465 2425 2417 2396 2383 2330 2300 79 2221 2213 47 2166 53 2154 782 1372 61 1311 52 211
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 0 2 2 1 2 0 0 2 2 2 2 0 2 1 2 1 0 2 0 1 2 0 2 2 1
split_gain=0.075442 0.131167 0.228106 0.101861 0.0825348 0.0775376 0.288287 0.351351 0.527728 0.382307 0.104495 0.533946 0.338797 0.436429 0.299524 0.6002 0.798344 0.460517 0.43467 0.334077 0.224922 0.190508 0.0992301 0.0968033 0.591711 0.363115 0.241595 0.326408 0.572884 0.23255
threshold=0.57537199485000012 0.44521122120000006 42.402981339000007 40.844669808050007 42.536568606950006 0.56643513670000012 38.903925214650009 42.558389508100007 0.43837010870000009 39.458743938000005 0.54646567465000018 0.55257327625000008 41.942745071500006 40.890797847750008 41.066313126200008 42.310579034350006 0.55769288345000012 38.748048509250005 0.45206730335000006 40.206947806850003 0.41615520495000008 0.56188437470000008 43.272784938550004 0.48597347385000006 0.34587287805000005 41.919251152600005 0.48351845755000006 41.872294782850005 40.636252116050009 0.34656148020000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 10 -7 8 -8 -10 23 12 13 -12 17 -16 -17 18 20 21 -13 -19 -9 26 25 -25 -1 28 -28 -26
right_child=1 2 4 -5 -6 6 7 22 9 -11 11 14 -14 -15 15 16 -18 19 -20 -21 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.00052034269561645856 0.093254862001716191 -0.10144593487237795 0.028389633521728547 -0.017730516905095438 -0.10024778445094057 -0.049604910616330544 0.085547908043041021 -0.035744835144244216 0.047607324734103423 -0.023010366226248156 -0.025441446444125618 0.007053140151530227 -0.00070643041479621319 -0.1370267697562951 0.052606528319106644 0.059788290438555873 -0.11151952494669302 -0.033737928272550816 0.060305629766531949 -0.0074731408127999693 -0.10312805413864244 -0.099889584556511105 0.010961414275715765 0.066448400004317051 -0.032027252789639062 0.011127145799953699 -0.0026102372728942762 0.0070530345925490061 -0.073982762219378509 0.00246439533117742
leaf_weight=78.948778679747193 0.13619736640248337 0.39261350797664818 0.31239829212427139 0.2105053890727504 0.05935359241993865 0.70040459180017833 1.3525413479655979 1.1792839011177418 1.462502481415868 1.6112117917509747 0.68496865360066228 0.52437692880630349 0.79124334871448798 0.71783852984663099 2.4336385549977426 0.4851122868421951 0.61937733698869124 0.96495038853026904 1.3855731563526203 2.6766225006431341 0.28650462697260082 0.79320336098317057 0.74050657575571666 2.3012480624020091 2.0051826089620581 2.4492848925292492 2.463356706313788 3.0656036771833897 2.069360263645649 77.697191153349195
leaf_count=1327 28 560 11 21 313 30 19 19 14 29 30 2 28 14 25 21 44 25 16 22 56 27 78 33 10 16 14 26 32 1144
internal_value=0.000833658 -0.0251484 -0.0482887 0.0258685 0.00785149 0.000985267 0.0112792 0.0179989 0.0334952 0.0105902 0.000589681 -0.00828843 -0.0530292 -0.0825414 0.00136443 0.0248597 -0.036278 -0.0111716 0.026274 -0.0297176 -0.0318766 -0.0635827 -0.0177292 0.00123157 0.00364018 0.0379258 -0.00111875 -0.0181494 -0.0351945 0.00159664
internal_weight=191.521 1.11107 0.764365 0.346703 0.371752 190.41 7.04645 6.34605 4.42626 3.07371 183.363 12.3634 2.19405 1.40281 10.1694 3.53813 1.10449 6.63123 2.19645 4.43478 0.810882 1.75815 1.91979 171 84.4529 4.75053 86.5471 7.59832 4.53272 79.7024
internal_count=4034 933 884 49 324 3101 189 159 62 43 2912 310 72 44 238 90 65 148 74 74 58 52 97 2602 1203 49 1399 72 46 1154
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 0 0 0 0 2 2 2 2 2 0 1 1 0 1 0 2 0 1 2 2 0 0 1 1
split_gain=0.0620703 0.167088 0.261666 0.166244 0.0995228 0.254622 0.388517 0.0894621 0.0656926 0.374995 0.154798 0.356565 0.396705 0.727483 0.460807 0.32671 0.340346 0.439596 0.358188 0.245139 0.530501 0.763199 0.761688 0.758519 0.203364 0.325356 0.400544 0.156866 0.115392 0.143037
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.53043322055000008 34.654301448200009 33.96174662340001 0.51675099550000014 0.51401155655000019 0.47736594710000008 0.47754558250000007 47.927946529500012 42.719328117250008 42.488347682450005 41.872294782850005 41.741384785950011 0.46989611090000011 0.34219035360000005 0.35862698720000002 0.37331217625000007 0.34536391125000004 0.47676716265000008 39.952536079750011 0.47396784530000008 0.32388251845000005 38.969453495950006 37.999598532650005 0.46989611090000011 0.39672464895000009 0.33750486510000005 0.32168198560000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 -7 10 -10 11 12 13 14 19 16 18 -18 -13 20 21 22 24 -23 25 26 28 -12 29 -6
right_child=4 2 3 -5 8 7 -8 -9 9 -11 27 15 -14 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.10303589605028513 -0.046249016659950827 -0.11585694337256286 0.046708859215107403 -0.10931652827193071 0.0040949002932739618 0.029670781857493458 0.045320159240240937 0.0817500422362335 0.040463106354433342 0.00067828020298017452 -0.005206400849801264 0.019040603250504509 0.055734161283884198 -0.10793017112903691 0.053877150051198454 -0.10319328037090399 0.10701831776471978 -0.10086708994031007 -0.10533729685698399 0.029049230188992817 -0.059320441549541393 0.034842999364941001 0.073284551824743943 -0.12227329695656375 0.022181583971391475 -0.058418082251550429 0.11259974463548537 0.024971995767710743 0.014951635345215162 -0.11056785743762354
leaf_weight=0.086474850773810341 1.0443815170729061 0.29182936081815569 0.29067929089069366 0.089259441211879675 0.20245006954064482 0.79812997207045533 0.83286307586240571 0.56217673069659213 2.4043049234896889 161.96436890465884 3.9840785115957251 0.38795088231563502 1.027879777480847 0.70010510359134137 1.2702778062666773 0.71182171214604739 0.35157316637923941 0.14313197019509971 0.57429208880057558 1.3973901733625087 2.1491860300302505 0.46450406790245302 1.5646300502121446 0.90776515670586377 1.3514648710843173 1.3945611962990367 0.30051544308662415 3.0341295972466469 0.44112820240843575 0.2351728652138263
leaf_count=1 22 83 5 109 33 28 39 37 15 2906 31 11 24 76 15 94 4 75 131 38 15 36 12 88 13 23 1 23 33 13
internal_value=0.000752441 -0.027802 -0.0446444 0.0100536 0.000866274 0.0182493 -0.0056232 0.0511937 0.00056526 0.00126023 -0.00449058 -0.0100467 -0.00396139 -0.0089181 -0.00298278 -0.0476654 -0.0205361 0.0468713 -0.0551914 -0.00992193 -0.0159652 -0.00238662 0.0142868 -0.0690905 -0.00922987 -0.0257234 0.0129402 0.0078404 -0.0211413 -0.0575234
internal_weight=190.958 0.758243 0.671768 0.379939 190.2 3.23755 1.87724 1.36031 186.963 164.369 22.594 15.5758 13.407 12.3792 11.679 2.16877 1.45695 0.494705 0.962243 10.4088 9.01138 6.86219 5.48992 1.37227 3.92529 2.57383 1.17927 7.01821 0.878751 0.437623
internal_count=4034 198 197 114 3836 126 61 65 3710 2921 789 735 420 396 320 315 221 79 142 305 267 252 128 124 116 103 80 54 79 46
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 2 0 2 0 0 2 0 2 0 2 2 1 2 0 0 2 0 0 2 1 0 0 0
split_gain=0.0695185 0.100416 0.240924 0.294192 0.175345 0.164186 0.154788 0.118885 0.11589 0.553424 0.0998213 0.148281 0.0977742 0.0869248 0.0821664 0.132908 0.0637393 0.735853 0.782002 0.535755 0.473564 1.62575 1.19449 0.43106 1.163 0.383005 0.37104 0.328416 0.323515 1.67289
threshold=49.283271594150008 47.927946529500012 45.048573272350005 0.54228915300000013 0.39672464895000009 0.39718870690000002 0.51857728810000003 48.86568841230001 0.42018203045000008 44.952171034750002 0.55677973715000018 0.39718870690000002 45.295823381400005 0.55832160710000012 50.205949521800008 0.51675099550000014 40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.54228915300000013 0.54386096225000014 40.040005255000004 0.53833717555000005 0.52925062125000011 40.137820134150012 0.34674111555000003 0.53544804050000006 0.48271009850000007 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 8 12 -3 -6 -7 -8 9 -1 11 -2 -4 -12 -13 -16 17 19 -19 20 23 -22 -23 24 25 28 -21 -26 29 -10
right_child=10 4 3 -5 5 6 7 -9 16 -11 13 14 -14 -15 15 -17 -18 18 -20 26 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.1040856155806073 -0.0069053565654244621 -0.0018683749020082586 -0.019160259567356744 0.018928522263753935 0.066550148927329578 0.036133887014404772 -0.049921860306597406 0.021954443150421245 0.0036988643751145081 0.077465672298836441 0.10371957747929049 -0.10745672713484507 -0.10720120920054693 -0.10035358090930667 0.10197349238112197 -0.10098869052213728 -0.00086539715321537589 0.046890979566220119 -0.019288632429319375 -0.068494000231728094 -0.14271596269000328 0.0019586844618193176 -0.1643163287448717 0.028746559647511844 -0.10974481735638567 0.045547144899471106 -0.0025173356617430509 -0.031732386739632502 0.0087805359327037379 -0.098197117797226008
leaf_weight=0.4688788532594107 0.97007085382938274 3.8976520858705035 0.16582342726178356 0.43313605580806325 0.87691599130630526 1.4694109389092775 0.4891427701950305 0.43456538121972699 12.706607044174232 0.26157049462199211 0.10455694049596775 0.29145437011902686 0.52710491510697466 0.026078300121525899 0.057390645146369934 0.073693809858013992 98.755888260740903 6.7992469266173412 2.4213506885134848 1.9042814485728734 0.95003497786819835 9.360975501902427 0.45294822075811758 6.7708281129598609 1.0571836339076974 2.2309890119358888 1.5431234145871711 1.1022808291018007 31.791837547236355 1.8451891603326647
leaf_count=338 4 30 17 68 4 15 35 14 163 3 1 18 152 160 1 71 1715 54 36 13 11 593 23 38 43 14 32 7 346 15
internal_value=0.000676844 0.000848586 0.000390246 -0.0457211 0.0124578 0.0295337 0.0159696 -0.0161071 0.000678037 -0.0390729 -0.0206006 -0.0284411 -0.0861323 0.0629811 -0.0778831 -0.012129 0.000839625 0.00292002 0.0295121 -0.000498928 0.00144334 -0.0178073 -0.00571551 0.00504673 0.00188382 0.00507615 -0.0389616 -0.069924 0.00312788 -0.0092217
internal_weight=190.24 188.717 181.549 1.12606 7.16769 3.27004 2.39312 0.923708 180.423 0.730449 1.52324 1.39261 0.692928 0.130635 0.422539 0.131084 179.693 80.9369 9.2206 71.7163 68.2689 10.764 9.81392 57.5049 50.7341 48.5746 3.4474 2.15946 46.3436 14.5518
internal_count=4034 3779 3681 237 98 68 64 49 3444 341 255 94 169 161 90 72 3103 1388 90 1298 1253 627 616 626 588 538 45 50 524 178
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 0 2 0 0 2 2 1 1 1 0 1 2 0 2 2 1 1 1 2 2 2 0 2 2 0
split_gain=0.05847 0.0866996 0.139902 0.0840834 0.295762 0.32451 0.28387 0.228015 0.143263 0.268261 0.281255 0.382505 0.118433 0.503098 0.116343 0.213582 0.545493 0.191072 0.102615 0.471982 0.415842 0.323413 0.689628 0.30158 0.22229 0.322101 0.370578 0.245197 0.453507 0.608328
threshold=49.283271594150008 0.55677973715000018 0.39718870690000002 47.709122305950011 44.421469061800003 0.37331217625000007 48.457543166250012 0.39672464895000009 0.43513667255000005 39.577821550850011 39.458743938000005 0.31060447290000009 0.35471991855000007 0.35862698720000002 0.44284602260000011 0.34219035360000005 35.171584490050009 0.45994131915000008 43.384297312450009 43.525909308350002 0.34527409360000011 0.34674111555000003 0.34739977845000009 43.272784938550004 43.182896969600009 43.084235337800003 0.50339810185000011 43.018222997350009 42.779078631750004 0.4815274992000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 -6 -5 -8 9 10 11 -1 -7 -14 -10 16 -16 -18 23 -20 -21 -22 -23 24 25 27 -27 28 -17 -30
right_child=1 -3 -4 6 5 12 7 -9 14 -11 -12 -13 13 -15 15 18 17 -19 19 20 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.10004870230882131 -0.0062007375028596164 0.06279338350469503 -0.077477872029702882 0.053447972656973736 0.049203327068353314 -0.10346657393643177 -0.014793660319237288 0.023652848721096895 0.03326323522549314 -0.10505619072114714 0.10341901744781662 -0.071526414606075783 0.10274430575192398 -0.10249162752600133 0.068533207897286397 0.001391819648302427 -0.036911897686955707 -0.12649869552198481 0.059015732190666727 0.04502839208799294 -0.057109249066516501 0.1066197995905504 -0.01679681898934306 -0.042331265573927732 0.02993385343646679 -0.06870099484872004 0.020246116135444678 0.036506216422938699 0.0060313386718682145 -0.071308759127102161
leaf_weight=0.1686527058482159 0.97215808928012737 0.11852951368314268 0.38420351148943155 1.3087065837535181 0.28587606176733871 0.54544886483927235 3.4834898822009563 2.7685969700978603 1.105911367558291 0.36535675762206665 0.19333536922931671 0.56600639230055094 0.17441076785326004 0.37894660030178784 0.34313507517799624 154.8988313984438 0.51385278708767146 0.44359172863187268 1.6912489698734114 1.5492972659412769 1.3028186246519906 0.52819597721099887 3.1701631152100163 1.6287042269250367 2.5975526107067699 1.3819085421273478 0.70856966763676599 1.9169002935814194 2.0449720800679634 2.0232122951929341
leaf_count=4 4 161 90 39 3 71 28 44 46 216 2 151 3 265 11 2327 28 30 28 12 24 3 212 24 27 37 24 33 30 57
internal_value=0.000609642 -0.0192235 -0.0263907 0.000765163 0.000332462 -0.0457064 0.0110966 0.00223152 0.00068832 -0.0324733 -0.00389697 -0.0321386 -0.070399 -0.037804 0.000929478 0.00072716 -0.0396476 -0.0784182 0.00102646 0.0119195 -0.000240156 -0.0142637 0.00082942 0.00048952 0.000910741 0.000448159 -0.0385523 0.000954919 0.000526225 -0.0324319
internal_weight=189.563 1.47489 1.35636 188.088 180.527 1.38468 7.56079 6.25209 179.142 1.29335 0.927994 0.734659 1.09881 0.553357 177.849 176.743 1.30058 0.957445 175.442 8.24172 6.55047 5.00118 3.69836 167.201 165.572 162.974 2.09048 160.884 158.967 4.06818
internal_count=4034 255 94 3779 3668 342 111 72 3326 373 157 155 339 268 2953 2907 69 58 2838 279 251 239 215 2559 2535 2508 61 2447 2414 87
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 2 0 0 2 0 0 0 0 0 2 2 0 0 2 2 2 0 2 1 1 0 2 0 1 2
split_gain=0.0633682 0.155859 0.0853893 0.0807681 0.187148 0.0761926 0.226335 0.326579 0.292005 0.0864623 0.216356 0.319655 0.0562612 0.226194 0.523335 0.580266 0.447229 0.195272 0.162865 0.344589 0.256211 0.483008 0.491596 0.363292 0.719907 0.401456 0.244783 0.652081 0.160078 0.129999
threshold=32.724174661450007 0.38906020780000011 0.53043322055000008 30.317390213800007 0.38052752915000004 34.654301448200009 0.51191581090000016 0.51505942935000004 33.96174662340001 0.54429508100000012 0.5681267027500001 0.56859076075000015 0.47721625100000004 0.4778150355000001 41.385032804600009 41.898943182100005 0.47808448850000007 0.47709649410000005 38.969453495950006 38.121007182500009 39.952536079750011 0.47700667645000011 42.488347682450005 0.32388251845000005 0.34548366815000003 0.43780126340000008 42.719328117250008 0.46898296455000005 0.34440585610000002 37.198331469900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -8 -2 -9 -11 -12 17 14 -14 -16 -15 18 19 29 -20 22 23 25 -25 -22 -24 -28 -18 -7
right_child=5 2 -4 -5 -6 12 7 9 -10 10 11 -13 13 16 15 -17 28 -19 20 -21 21 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10312680795505907 -0.068005382371681786 0.10399195954730578 -0.10076513962925182 -0.077827924448228655 0.10120818453710895 -0.043805451036325202 0.10564570569635977 0.032260531312998046 0.025954541616377065 -0.1098811791932237 0.10739019427902408 -0.10345734006271252 -0.0093080839931686636 -0.061187903529185732 0.08244455682242674 0.0090932778840084934 -0.040197809748291138 -0.038655300471989965 0.032762648402885924 -0.077190930931055876 -0.050580416980773493 0.051674251310857428 0.05595643073901934 -0.11872078299749145 0.0026168135700973725 0.10261562308761335 0.004001553589902518 -0.1082347569681324 0.00088072420097380611 0.009274256765065091
leaf_weight=0.086143312131752192 0.58581603824859418 0.11162639409303665 0.02491233865293907 0.39069356509480713 0.093445487320423126 0.6051179692876828 0.52501235157251347 0.79506838787347056 0.75966089335270226 0.17577559617348015 0.19377896189689636 0.11432219548714784 3.961884602904318 1.1793207037262607 1.9000787585973737 2.4941495102830231 0.95452450774609943 1.5497322129085649 2.379188420251011 0.83990400358379691 0.39783596497363527 1.4489024104550488 0.75857357535278325 1.1796861888869901 0.83513110015337577 0.30008631944656372 7.9149343017634219 0.55387254018569354 153.8899744237126 1.9427934578961865
leaf_count=48 18 1 108 38 3 71 4 6 28 13 1 56 17 18 9 37 10 17 22 18 63 20 20 120 32 5 272 75 2845 39
internal_value=0.000550165 -0.0293358 0.0666328 -0.0523129 0.00319487 0.000662386 0.0160856 0.0392374 -0.0149553 0.0119766 -0.0213524 0.0291544 0.000399943 0.00101873 0.0170478 0.0408106 0.000160262 -0.00451249 -0.00175032 -0.021643 0.00252364 -0.00284974 -0.00946609 -0.0468888 -0.068427 0.0152894 0.00153574 -0.00333887 0.000627499 -0.00333194
internal_weight=188.942 0.706821 0.136539 0.570282 0.179589 188.235 3.14943 1.80396 1.34548 1.27895 0.483877 0.308101 185.086 164.38 8.35611 4.39423 156.024 20.7058 19.156 3.38782 15.7682 13.389 11.9401 2.71274 2.01482 0.697922 9.22738 8.46881 154.844 2.54791
internal_count=4034 198 109 89 51 3836 126 80 46 76 70 57 3710 2936 63 46 2873 774 757 128 629 607 587 220 152 68 367 347 2855 110
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 1 1 2 0 0 1 1 1 0 2 0 1 0 1 2 0 0 2 2 1 1 0 2
split_gain=0.313392 0.875346 0.535375 0.405805 0.934934 0.65 1.10849 0.749727 0.712205 1.73521 1.54731 1.8674 1.22936 0.566533 0.546688 0.531982 0.510242 0.381897 0.379716 0.376881 0.859577 1.23394 0.682631 1.63728 0.487256 0.867854 0.537224 0.525131 1.56934 0.971829
threshold=42.779078631750004 42.824128352900011 42.753078181500008 0.55769288345000012 0.54228915300000013 0.51675099550000014 0.50339810185000011 0.39814676205000005 0.34545372890000009 43.384297312450009 0.47997065955000012 0.45994131915000008 0.34623214870000002 0.44805544745000009 0.34623214870000002 0.53544804050000006 43.525909308350002 0.53475943835000017 0.44922307715000004 0.50706565670000014 0.37668033890000002 39.861052345600008 0.48447651265000008 0.48351845755000006 38.244973486750006 37.828051409500013 0.38976377950000002 0.38906020780000011 0.5216909673500002 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 19 4 5 6 8 -7 10 14 11 -3 -11 -5 -10 17 -14 -9 -15 22 21 -21 23 -1 25 -22 -27 -26 -29 -30
right_child=1 3 -4 13 -6 7 -8 15 9 12 -12 -13 16 18 -16 -17 -18 -19 -20 20 24 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.00021294264972728075 -0.0018919447540724104 0.00011988238205327915 0.001343789704607743 -0.0022109203075921925 0.0012187006881508131 -0.0015421615291028045 0.0012575935802711139 -0.00026129250681369273 -0.00066628247936128214 -0.0010654790360638607 0.0010532347477424534 -0.0023354680018385864 0.0019903403784634942 0.00085966151242751064 -0.0019759367039940889 -0.00056526587759245001 0.00045215176094231266 0.0024501656709416909 -0.0019938560877620602 0.00019348845943002697 -2.9152950266775341e-05 -0.0021783823701528593 0.00049641815832504404 -0.0012772773966887344 0.00081297323888942597 0.00010806818357131907 -0.0023120445682478369 -0.0022464005147324138 0.00023838594800317474 -0.0013999978549024234
leaf_weight=67.179411701601566 0.92285600729519401 8.2716925445420255 1.5320806539384637 0.72284248048163025 2.5933120655681696 2.1208808818773823 2.9002247504795369 0.34032305657092399 2.7219558546785247 1.6054090615361927 5.718217395246028 1.3911748297687143 1.281466066837311 0.67969542145146988 2.2288452403008705 1.8453179335920138 2.3488278480799636 0.48335516452789307 0.24352890462250798 1.8504840405657881 14.001050503496797 1.5493151061236856 31.795898383366875 2.9594051111489525 4.9676949083805075 0.51706579327583213 1.1090371790269271 1.0333571996306989 50.997388422820222 1.43099079930107
leaf_count=879 15 182 15 90 55 133 58 89 36 33 29 71 11 6 36 24 112 1 339 15 479 37 274 26 24 5 63 19 844 34
internal_value=0.000155461 -5.3739e-06 0.000189615 4.10573e-05 8.47655e-05 -3.65457e-06 0.000108787 -0.00067193 -2.15267e-05 -0.000423658 0.000244795 -0.000233617 0.000363285 -0.000910899 -0.00125589 1.95883e-05 0.000995121 0.00132986 0.000106958 0.000179758 7.66568e-05 -0.000887392 0.000258101 0.000150065 0.000120914 -0.000186626 -0.0015425 0.000203167 0.000146504 0.000193668
internal_weight=219.343 38.4199 180.923 37.4971 35.851 33.2577 28.4678 4.78988 25.5676 10.1865 15.3811 9.66287 5.2357 1.64607 4.9508 2.669 3.63029 0.823678 0.923224 179.391 77.4564 3.3998 101.935 70.1388 74.0566 15.6272 1.6261 58.4294 53.4617 52.4284
internal_count=4034 1320 2714 1305 870 815 568 247 510 228 282 253 156 435 72 114 123 90 345 2699 1520 52 1179 905 1468 547 68 921 897 878
is_linear=0
shrinkage=0.00196078


Tree=810
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 0 2 2 2 2 2 2 1 1 1 0 0 0 1 0 2 2 0 2 0 1 2 2 2
split_gain=0.0582937 0.276351 0.157147 0.172468 0.155782 0.115147 0.14964 0.542329 0.139669 0.303512 0.0869256 0.888103 0.351978 0.2267 0.403295 0.557607 0.710481 0.457674 0.4794 0.377817 0.294831 0.370177 0.217219 0.212326 0.479141 0.369673 0.592178 0.266934 0.234667 0.494866
threshold=0.5718990449500001 40.00488309970001 0.43837010870000009 0.57402472980000019 0.59897907245000015 0.56719858685000013 0.56395018115000017 42.283941020600004 40.984321400500008 39.110279783550006 39.420767558750008 39.525197829750006 39.256147742250008 0.42209814075000007 0.39072183470000005 0.41804137600000008 0.53866650695000018 0.52770875125000016 0.52925062125000011 0.39045238170000002 0.54562737640000014 38.748048509250005 39.051326806600009 0.46898296455000005 38.121007182500009 0.50086823750000009 0.36945001650000003 36.364346611650006 38.625745710700009 36.893814626400008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 10 -8 9 -7 12 -12 13 14 19 16 17 22 -19 23 -15 -22 -16 24 -1 28 -27 -28 29 -25
right_child=1 2 3 4 -6 8 7 -9 -10 -11 11 -13 -14 20 15 -17 -18 18 -20 -21 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0049990694867105747 -0.10388184549588159 0.067399043335691175 -0.10606563372977745 0.0072829340962867585 -0.10096109683996993 -0.0043872552832434891 -0.11215691943488915 0.020176986020331786 -0.0023528126454723007 0.061848109295213755 -0.071764861722365444 0.0003290674852289956 0.043602939060269581 0.064602559449025085 -0.12527299431798403 -0.080819766136727852 0.024001090345616077 0.019670873149819731 -0.053987658383385345 0.050897977791037219 0.036825662746603226 -0.041409350664814784 -0.036893507398593921 0.0021326284477916468 -0.11714812825781594 -0.046700589032942136 0.026120060759990672 -0.0082459973902696826 -0.0054917287719212652 0.050335166936569101
leaf_weight=2.4924114978930514 0.30446680212378341 0.28291649249877115 0.17851011711172748 1.4721393242364227 0.14615642154603836 1.302669627242721 0.52171062471461371 0.76201150016277097 2.3448771982220933 1.4753678394481538 1.7306811632588495 134.53784977484429 2.190637514460831 1.2899426924413995 0.68022651214050511 1.2156258957111266 3.7593035773024894 1.7977745272219183 1.73761466355063 1.7707452103495587 1.5276757827668919 1.0011354461312292 0.47041508182883263 4.0379160663578677 0.44968615501420561 2.7427829056978217 3.8970984532497805 5.3809927795082331 2.870061330497264 4.5072384402155876
leaf_count=201 393 14 16 153 401 22 46 15 84 25 36 2118 25 15 44 23 37 18 39 10 51 11 6 48 17 20 34 45 23 44
internal_value=0.000635749 -0.0149018 -0.0018753 -0.0127829 -0.00249313 0.000834385 0.000416778 -0.0336041 0.0156193 0.0307892 0.000659289 -0.000586563 0.00453362 0.00247766 0.000132422 -0.0174967 -0.00838189 -0.0343607 -0.0165317 0.00618287 0.0256981 0.00585307 -0.0891409 0.00318119 -0.0221405 0.00636 -0.00587884 0.00618886 0.0192482 0.0275576
internal_weight=188.879 2.38419 2.07972 1.79681 1.6183 186.494 181.372 1.28372 5.12291 2.77804 180.088 136.269 43.8193 41.6286 37.8099 9.66096 8.44533 4.68603 3.53539 28.1489 3.81875 2.52881 1.15064 26.3782 2.9421 23.4361 12.0209 9.27809 11.4152 8.54515
internal_count=4034 977 584 570 554 3057 2926 61 131 47 2865 2154 711 686 609 167 144 107 57 442 77 62 50 432 218 214 99 79 115 92
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 2 0 2 1 0 1 0 0 2 2 0 2 1 2 0 1 1 1 1 1 1 0 2 1
split_gain=0.0551022 0.365988 0.315507 0.767322 0.29796 0.273569 0.220116 0.198171 0.156849 0.130566 0.159683 0.354115 0.413317 0.382506 0.267671 0.448826 0.318855 0.38385 0.372531 0.506251 0.2788 0.269197 0.130602 0.372781 0.825231 0.267683 0.266154 0.187977 0.411906 0.35481
threshold=0.45280081435000008 0.56065686655000013 0.46280051495000007 0.4662734648500001 0.56341127510000011 0.45368402140000008 42.522337019050006 0.58415915690000009 42.402981339000007 0.44805544745000009 0.54646567465000018 0.43837010870000009 0.57537199485000012 0.57152480465000022 42.558389508100007 41.827117825850003 0.55257327625000008 40.280372415600006 0.43287626120000006 40.280372415600006 0.55769288345000012 0.40509266190000009 0.42780156285000009 0.42922367590000005 0.43401395170000007 0.42114008565000011 0.41988263825000011 0.5398790455000001 40.340071172300007 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=9 -2 4 -4 -3 -6 -5 -7 -9 10 22 13 -13 14 15 16 17 -12 19 21 -16 -18 25 -24 -25 26 27 29 -29 -1
right_child=1 2 3 6 5 7 -8 8 -10 -11 11 12 -14 -15 20 -17 18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=3.9345673564845918e-05 -0.11580905877520641 -0.1198496028611401 0.073055092195291674 -0.10660829723271217 0.014566301804219989 -0.10363797709010994 0.04392969954671163 -0.10134597268254748 0.097254063026924575 0.014837230102725472 -0.0075375749736110251 -0.11380197871294431 0.021115038058627526 0.073495323167180951 0.0024333721230699358 0.036927285753780702 0.0038697895249049973 -0.12354168029330348 -0.055239879176403897 0.04429203424912008 -0.11227997108371693 -0.10220676786585435 0.098350595985203931 -0.11008848400920897 0.052991738169904157 -0.030739784619819206 0.029082707182020648 -0.037653740269780363 0.011311643946232335 0.018560893896350149
leaf_weight=142.23572741458065 0.30739938784245069 0.30499134329147715 1.2117882292805005 0.40751584169510113 1.2041754416422916 0.43508869794459304 0.1275277168588218 0.063221192145647365 0.10719304013673536 6.4239469665044444 0.55780156754189902 0.67142374077957245 0.34309321581235963 0.56958891365502484 0.3672684184348326 1.875523400492966 0.51318308711052019 0.58376071118982509 1.1255783248925579 1.8008278831839559 0.50072052626637742 0.44816695715417154 0.52975517824233875 0.45963859256698902 0.95499005683814175 2.6595478410017668 3.3632962666451922 3.7884960381779811 3.1434740805998445 11.153950591096871
leaf_count=2239 19 10 24 478 9 106 274 38 15 75 24 47 52 39 34 20 2 17 34 12 44 68 17 34 52 30 20 32 34 135
internal_value=0.000574167 -0.0107945 -0.00243472 0.0290154 -0.0284142 -0.0130043 -0.0707275 -0.0678345 0.0235763 0.000831651 0.000325187 -0.0123897 -0.0681752 -0.00560564 -0.0114021 -0.00482263 -0.0203919 -0.0668586 -0.00674792 0.0130124 -0.0637418 -0.0455815 0.00103214 0.0267989 4.00614e-06 0.000730955 0.00124229 0.000658242 -0.0154492 0.00138617
internal_weight=188.239 4.1689 3.8615 1.74683 2.11467 1.80968 0.535044 0.605503 0.170414 184.07 177.646 9.35694 1.01452 8.34242 7.77283 6.90484 5.02932 1.14156 3.88776 2.76218 0.867989 0.96135 168.289 1.94438 1.41463 166.344 163.685 160.322 6.93197 153.39
internal_count=4034 973 954 776 178 168 752 159 53 3061 2986 393 99 294 255 177 157 41 116 82 78 70 2593 103 86 2490 2460 2440 66 2374
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 0 0 0 0 2 0 0 1 1 0 1 1 1 0 0 2 0 1 0 0 1 2 2 0
split_gain=0.054138 0.648652 0.69421 0.428327 0.504914 0.504634 0.571305 0.342649 0.756518 0.874004 0.500281 1.0966 0.416502 0.402562 0.699221 0.784456 1.35187 0.963353 0.507979 0.472779 0.38914 0.466582 0.983072 1.33578 0.578949 0.381299 0.380623 0.336208 0.384355 0.363568
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.040005255000004 39.952536079750011 0.34554354660000003 0.5216909673500002 0.5231430197000001 0.52770875125000016 0.52404119640000013 39.458743938000005 0.54136103710000005 0.52812790035000023 0.39019789825000006 0.38906020780000011 0.52005927965000021 0.38370108680000009 0.37413550490000008 0.37003383130000006 0.50278434775000014 0.50008981770000005 36.491284729650012 0.49880243110000005 0.36533337325000009 0.49053920540000012 0.49336846205000007 0.35374689380000007 40.80591513400001 40.890797847750008 0.48200652675000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -5 -7 13 9 -9 12 -12 -10 14 15 16 17 18 19 20 21 22 23 25 -23 26 -1 29 -29 -2
right_child=27 2 -4 5 -6 6 -8 8 10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.024043500338606628 -0.071086058092061796 0.044553677516335155 -0.018233171264272988 0.0048882428382615454 0.035539056262418642 -0.083201008037035562 -0.011624908261474241 -0.017984669083478497 0.081829815257792038 -0.12669742417139551 0.0087830186355605695 -0.12397412709635613 0.0010331073429246801 0.037356283890535198 -0.052367776032094929 0.079189152671252233 -0.099275057749605072 0.069729495365718472 -0.055623047535203696 0.041641087200118297 -0.041153120267983671 0.0044269682748280057 0.10760514894605083 -0.19423730064498135 -0.051074830902344694 0.10188549482136654 -0.1148584996739833 0.033970290369737387 -0.00053307727807778928 -0.011653137526403765
leaf_weight=1.2641655269990475 1.2172802737331938 6.5923726935870928 2.4028290006317548 3.7543106266530213 4.21064593020128 2.0788264449802227 2.4055629979993682 2.2225884440122203 0.66658992320299404 1.1082843416952526 1.6032512960955494 1.0168139567067553 14.882510754607607 3.5900755248185297 2.2001546416431657 1.3974074199795712 1.2495999261736859 2.2537927292287341 1.465044225566088 3.0787770710885516 2.0995536614209405 13.629387303852125 1.2661720812320707 0.31253810226917256 2.180048741400241 0.51818634010851372 0.23375613927964867 3.3402626623865208 96.550449016362791 6.6643066717660986
leaf_count=141 76 55 36 26 48 28 52 16 4 56 10 51 610 34 23 13 16 18 26 16 17 149 8 3 34 14 25 37 2327 65
internal_value=0.000513064 0.00248945 0.0277818 -0.000729058 0.0020983 -0.0221604 -0.0448054 -0.000319464 -0.0103462 -0.0541568 -0.00231464 -0.0427383 0.00449686 0.00554836 0.00210348 0.00597589 0.00251379 0.0070081 0.00158108 0.00499026 -0.000257169 0.0041678 0.0366866 -0.00187439 -0.00322648 0.0279458 0.00236734 -0.000948211 0.000620687 -0.0208323
internal_weight=187.456 79.6832 8.9952 70.688 62.4493 8.2387 4.48439 58.2387 21.5 3.33087 18.1692 2.62007 15.5491 36.7387 33.1486 30.9484 29.551 28.3014 26.0476 24.5826 21.5038 19.4043 3.59482 2.32865 15.8094 2.01611 1.49792 107.772 99.8907 7.88159
internal_count=4034 1529 91 1438 1332 106 80 1284 747 72 675 61 614 537 503 480 467 451 433 407 391 374 191 183 183 180 166 2505 2364 141
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 1 2 0 0 1 1 2 2 0 2 2 0 0 2 2 0 2 0 0 0 2 0 2 2 0
split_gain=0.25441 0.414321 0.971984 0.528999 0.614002 0.662503 1.36091 0.499887 0.588302 1.58209 0.601595 0.50602 0.4604 0.435062 1.14304 0.833283 0.738644 0.61876 0.471866 1.15411 0.660192 0.79071 0.70317 0.509997 0.380908 0.743177 0.471715 0.380521 0.670648 1.14825
threshold=0.47736594710000008 0.37078231190000005 0.36945001650000003 0.36533337325000009 38.625745710700009 0.35651627195000007 42.779078631750004 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 43.89540535710001 47.709122305950011 0.48068920095000006 42.047301293400004 42.753078181500008 0.47808448850000007 0.47976108500000009 41.319407281650008 41.872294782850005 0.48447651265000008 40.241071441700008 0.48271009850000007 0.48597347385000006 0.47883296910000012 40.94178426300001 0.4778150355000001 42.779078631750004 43.384297312450009 0.48386275860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 13 -7 8 9 -3 -10 -9 -13 14 17 16 -16 24 20 23 22 -22 -15 -20 26 -26 -6 -21 29 -29
right_child=1 7 -4 -5 5 6 -8 11 10 -11 -12 12 -14 18 15 -17 -18 -19 19 27 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.3211759026772067e-05 0.00084194875365722031 0.0012344810592734719 0.0013357837964008501 -0.00040174596192683366 0.00063112993293521294 -0.0019308005481562614 0.00077976948852730057 0.00015431891498478092 -0.0021372112758873537 -0.001821853424829243 -0.00036717736253387672 -0.0020639877857529859 -0.00024605690587912982 0.00074790186230460905 -0.00032977564106883005 -0.00012339702966194353 -0.0024575556981110119 -0.00040385211403174537 -0.00071589845683378919 0.00065928169965545223 0.00015519557795853382 0.0017465099896495095 -0.00023423950338844374 0.00029090324230231104 6.714271612438355e-05 0.0013004981079429649 -9.4728538941448847e-05 0.00050814754555222549 0.00094518102437764055 -0.00095333463097780138
leaf_weight=26.187885077224564 6.61367377731949 1.8810076708905392 3.1742063947021952 4.7958498103544107 6.0134387910366121 1.5727088521234684 1.3014634661376474 79.443950276926898 1.2061897665262225 0.99592881771241071 1.9029254026427223 0.69363277892625719 2.3508261456590844 7.3622189462184924 1.1285212207585567 4.7927363766357303 1.4121458614245055 4.3425259590148917 5.8364596813917142 14.111272580921652 1.8217264860868443 3.5204913057386875 4.5254228487610817 2.8932901099324226 3.3447254896163932 4.2843949273228645 8.050360504537819 4.9021904170513135 3.2027527205646029 3.5735275968909264
leaf_count=897 62 13 30 40 25 29 12 1608 44 52 37 299 301 32 13 48 37 24 36 109 13 53 22 27 17 32 40 26 22 34
internal_value=0.000158028 0.000182871 0.000267674 0.000233566 0.000265771 0.000222465 -0.000703418 8.45516e-05 -0.000462569 0.000176449 -0.00105387 0.000124255 -0.000660244 0.000253729 7.91562e-05 -0.00060463 -0.00151243 0.000271758 0.000366296 0.000234016 0.000631316 0.00120386 0.000374017 -0.000382215 0.000407003 0.000759776 0.000215636 0.000442608 0.000180798 -0.000108042
internal_weight=217.238 191.051 102.576 99.4019 94.606 87.9924 2.87417 88.4745 5.98605 2.87694 3.10912 82.4884 3.04446 85.1182 33.3688 7.3334 2.54067 26.0354 51.7494 34.5195 17.2299 5.34222 11.8876 8.72975 21.6929 7.62912 14.0638 25.7897 11.6785 8.47572
internal_count=4034 3137 783 753 713 651 41 2354 146 65 81 2208 600 610 236 98 50 138 374 254 120 66 54 63 114 49 65 191 82 60
is_linear=0
shrinkage=0.00196078


Tree=814
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 1 1 1 0 0 0 1 0 1 1 0 1 0 1 1 1 0 0 0 2 2 2 0
split_gain=0.305147 1.42367 0.95895 1.88537 1.28173 0.901237 0.844037 0.636112 0.843864 0.609016 0.514703 0.772628 0.46669 0.979847 1.7379 0.70503 0.61733 0.907405 0.711804 0.572968 1.07494 0.523695 0.794985 0.89718 0.783627 0.867538 0.643892 0.889 0.831914 0.436051
threshold=0.37286308795000006 0.50339810185000011 0.51191581090000016 0.50465554925000011 0.37473428940000003 0.5054040298000001 0.36575252235000005 0.37668033890000002 0.38370108680000009 0.38552737940000009 0.48537468940000006 0.48386275860000011 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.39408999735000005 0.53043322055000008 0.39045238170000002 0.39542229275000007 0.39971857130000005 0.52453519355000011 0.53544804050000006 0.53866650695000018 36.79544512155001 43.631818398850008 43.680097826700013 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -3 10 -4 -9 -10 11 -1 -11 -14 -15 -16 -17 -18 19 20 -19 -20 23 -23 -24 -26 -25 -28 -29 -22
right_child=2 5 7 -5 -6 -7 -8 8 9 12 -12 -13 13 14 15 16 17 18 21 -21 29 22 24 26 25 -27 27 28 -30 -31
leaf_value=0.00012580233754900174 0.002112763161159503 0.0016892228225978525 -0.0013086913765063051 -0.001989136443539857 -0.0014198935204247432 0.00029388822514784429 -0.00089710477945889513 0.00086953197566192939 -0.0014961104598614466 -0.0010413895419442293 0.0003958564685735769 -0.00089377361968588772 0.0010384584711140379 -0.0023120295241513141 0.002191833811409812 -0.001455138089971536 0.00094171788449692049 0.00022485221865132073 0.000881470869126429 0.00045444575104533307 -0.0024581589381331248 0.001870435676894781 -0.0015712786996631238 0.00029338764620535148 0.0008710422859987551 5.8516992410322723e-05 -0.0022166554150321312 0.002165722380966113 -0.001437727484547003 -0.00088764905313285436
leaf_weight=89.241711308230151 1.0046145468950261 3.8164020106196395 1.242056002956814 2.4299500138240546 0.65058738786683523 3.3347549246391281 2.9523856384184901 5.1958087946986771 0.96390415530186047 1.4182247905773682 28.203504573553801 2.95205642748624 3.9938282837392753 1.1875305725261558 0.60280055925249953 1.015821486711501 4.4346187697665291 1.770894706249236 3.0559012482408425 1.4422941731754688 1.4777111969888213 0.45873621851205726 1.0288466522943043 1.066917003598064 5.7625204749638206 40.981419912543515 2.0576979200122882 0.41371013596653916 0.60879240004578605 1.2586205904372034
leaf_count=1333 5 35 11 70 57 30 32 41 12 27 225 29 28 18 3 6 34 9 26 25 68 3 111 14 31 1534 90 2 99 26
internal_value=0.000128318 0.000187976 3.7286e-05 -0.000889748 0.000724231 0.00103855 0.000138665 8.37882e-05 0.000105354 5.24147e-05 0.000164064 9.31554e-05 7.25753e-05 9.43308e-05 3.93844e-05 8.07914e-05 6.17513e-05 8.51624e-05 2.32816e-05 -0.000621231 -0.000965444 9.2454e-05 4.64208e-05 -0.000731557 0.000121427 0.000158684 -0.00101938 -0.00147409 2.02481e-05 -0.00173578
internal_weight=216.025 130.501 85.5238 4.08515 1.6552 7.15116 123.35 81.4387 80.1966 75.0008 120.397 92.1938 74.0369 72.6187 68.6248 67.4373 66.8345 65.8187 61.3841 5.94952 4.50723 55.4345 52.3786 4.60585 47.7728 46.7439 4.14712 3.0802 1.0225 2.73633
internal_count=4034 1684 2350 132 62 65 1619 2218 2207 2166 1587 1362 2154 2127 2099 2081 2078 2072 2038 128 103 1910 1884 208 1676 1565 205 191 101 94
is_linear=0
shrinkage=0.00196078


Tree=815
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 2 0 2 2 0 0 0 2 0 0 2 0 1 1 1 0 0 0 1 1 0 1 0 2 1
split_gain=0.0523904 0.46801 1.49058 1.10579 0.61635 1.09003 0.371347 0.161885 0.798573 0.666246 0.542743 0.543079 0.392619 0.47601 0.528932 0.475504 0.520079 0.304335 0.949524 0.833623 0.274061 0.240757 0.237746 1.64814 0.643126 0.514144 0.541209 0.885183 0.974883 0.257513
threshold=0.48537468940000006 0.34467530910000005 0.34494476210000008 0.34521421515000011 0.48797940185000005 41.50623664750001 0.48386275860000011 43.120094701700005 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 43.680097826700013 0.50889194935000015 0.53866650695000018 48.86568841230001 0.53158588065000012 0.34739977845000009 0.35374689380000007 0.36359689830000008 0.54386096225000014 0.49830843385000007 0.50278434775000014 0.36575252235000005 0.36575252235000005 0.50410167360000013 0.37078231190000005 0.51191581090000016 41.898943182100005 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=6 -2 -3 -4 5 -5 -1 8 17 -10 -11 -12 -9 -14 15 -15 -17 -6 -19 -20 -16 -21 24 -24 -23 -25 -27 28 -28 -29
right_child=1 2 3 4 7 -7 -8 12 9 10 11 -13 13 14 20 16 -18 18 19 21 -22 22 23 25 -26 26 27 29 -30 -31
leaf_value=5.2875361597190468e-05 0.099415600795239478 -0.11110332943070672 0.11969785798775262 0.090006846883250502 -0.027554263989529888 -0.0063968046059015189 -0.038241935581947439 0.034065879593756065 -0.13020285312121394 0.051131089300093052 -0.12780099611842177 0.0095631046203431165 0.040157705880530165 -0.11256257028679476 0.023060304070389604 -0.13596256057269995 0.087885752098440698 0.051495046554389003 -0.067652635660215496 0.045131399179741592 -0.06291061844045083 -0.05075858053636495 0.11454275696522126 -0.076602502229207628 0.020328715118507396 0.051625438622755482 -0.12312307782619328 -0.049240306088326927 0.019963111412599086 0.0021785688746547897
leaf_weight=79.659070057236931 0.49292625114321609 1.1575055196881283 0.80577638000249763 2.1469616144895545 3.648237206041812 2.5850905417464674 2.6153497807681552 4.5518242511461704 0.81725597195327226 0.65689830156043161 0.60754370228823951 0.54690915373794269 1.5571096830826716 0.97753544306760909 1.7438832906773316 0.15834318167071615 0.30126835778355598 3.6958266505971542 1.7993970029056061 1.2278950604377303 0.47094007564737683 2.9564675372093907 1.2779992669820774 0.86671986617147823 2.2345595275983214 2.040736995637416 1.200132540805497 0.98931543179787595 0.78934542089700688 62.874961658331927
leaf_count=1346 4 14 4 24 35 26 30 91 10 9 26 32 45 166 19 53 5 43 38 16 410 27 4 12 23 17 44 11 8 1442
internal_value=0.000725772 0.00220436 0.00174663 0.00300835 0.00209302 0.0373421 -0.00116444 0.000390814 -0.000961094 -0.055252 -0.0214352 -0.0627263 0.0126109 -0.006137 -0.0258759 -0.0731209 0.0107666 0.00070604 0.00196408 -0.000375096 0.00478022 0.00120824 0.000491335 0.00202178 -0.0201579 -6.95443e-05 0.000907452 -0.000664244 -0.0663522 0.00138204
internal_weight=187.454 105.179 104.686 103.529 102.723 4.73205 82.2744 97.9911 88.2302 2.62861 1.81135 1.15445 9.7609 5.20908 3.65197 1.43715 0.459612 85.6016 81.9534 78.2575 2.21482 76.4581 75.2302 70.0392 5.19103 68.7612 67.8945 65.8538 1.98948 63.8643
internal_count=4034 2658 2654 2640 2636 50 1376 2586 1797 77 67 58 789 698 653 224 58 1720 1685 1642 429 1604 1588 1538 50 1534 1522 1505 52 1453
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 2 2 1 0 0 0 1 2 2 2 0 2 2 2 0 1 1 1 1 1 1 1 2 1
split_gain=0.191991 0.775271 1.25567 1.14369 0.393903 0.471982 0.313761 0.485163 0.396848 0.387659 1.61458 0.416039 0.57557 0.53892 0.52246 1.04258 0.756785 0.580591 0.66703 1.13925 0.36967 0.314797 0.301102 0.909617 0.487496 0.29824 0.807255 0.539633 1.1519 0.807346
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 0.39019789825000006 0.38976377950000002 33.96174662340001 36.620308449100001 0.36533337325000009 0.5216909673500002 0.51675099550000014 0.48637765340000011 0.34587287805000005 43.157831852650006 40.720231579350006 41.385032804600009 0.50278434775000014 37.038444968100009 37.784765830350004 39.256147742250008 0.45589952400000006 0.37003383130000006 0.38552737940000009 0.38052752915000004 0.36575252235000005 0.35651627195000007 0.35807311160000005 0.34608245260000009 41.806790701050012 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=4 2 -2 -4 5 6 22 8 20 10 11 25 -13 14 17 -16 -17 -14 -19 -20 -8 -21 23 24 -1 27 -27 29 -29 -9
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11 -12 12 13 -15 15 16 -18 18 19 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00011735729554927221 -0.0027638581167235172 8.8256429333835847e-05 0.00098003143447318369 -0.0020452681325716666 0.00068231221221873664 -0.00080802694433265796 2.5630146009204148e-05 9.2275070676694389e-05 0.00022610335350733149 0.00078384225325867074 -0.0013570997590165333 0.0010101835223395677 -0.00036598941047369886 0.00090691502250784715 -0.0013463641985341894 -0.00028943433229873674 0.00086295847483282783 0.0016073877281513344 -0.00075871638159618303 0.0013972958019234176 0.0014158950411116858 0.00044251553612167536 -0.0019352599536374294 0.0020307723605332544 -0.0025840060484198339 -0.0025501164564761675 0.00019503193723466203 0.0013508821406798947 -4.7648726549504684e-05 -0.0010811299961086436
leaf_weight=0.80677454246688218 0.97190649322146727 60.567752542954395 1.3816250548297833 0.7365487392671638 5.5076486165635279 1.9579726010560978 0.97195382500649286 83.028981455150642 4.4537915959954262 3.5472331791243041 2.75950879510492 4.3850247897207728 2.8554664999246659 4.0827850280329576 2.2936311131343237 6.0686600338667613 3.4288437850773335 2.1378312632441503 2.3806746210902929 2.4085058467462659 3.0203370959497988 2.9584421645849943 0.48215483874082554 0.50918491184711445 0.49831629637628794 0.60295738000422616 1.2994126197154399 4.0031968564726395 5.2126160201150924 2.3172777704894534
leaf_count=94 44 1896 96 82 29 14 67 1007 31 35 33 36 15 56 24 43 37 17 29 36 31 31 4 6 8 11 110 50 47 15
internal_value=0.000129956 3.93805e-05 -0.000918622 -7.19505e-05 0.000167401 0.0001483 0.00016108 0.00017253 0.000628505 0.000144165 0.000127004 0.000158637 0.000348679 0.000247309 0.000137533 -0.000159916 0.000126609 0.000412808 0.000637767 0.000370216 0.00107742 0.000870989 -0.000557992 -0.000191974 -0.00105919 9.36253e-05 -0.000675045 0.000109089 0.00055985 6.04154e-05
internal_weight=217.637 63.6578 3.09008 2.11817 153.979 148.472 146.514 144.217 8.44608 135.771 132.224 129.464 32.9999 28.6148 24.5321 11.7911 9.4975 12.7409 9.88545 7.74762 3.99229 5.36695 2.29643 1.81428 1.30509 96.4644 1.90237 94.5621 9.21581 85.3463
internal_count=4034 2118 222 178 1916 1887 1873 1761 129 1632 1597 1564 324 288 232 104 80 128 113 96 98 67 112 108 102 1240 121 1119 97 1022
is_linear=0
shrinkage=0.00196078


Tree=817
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 0 0 2 0 0 0 1 1 2 1 0 2 2 2 0 2 1 0 2 1 0 2 0 2 0
split_gain=0.0693756 0.155843 0.222504 0.136847 0.0950543 0.196802 0.273697 0.231463 0.07608 0.212597 0.0526136 0.305796 0.164777 0.448348 0.251845 0.315097 0.178444 0.262109 0.133575 0.594298 0.581919 0.189522 0.15287 0.313338 0.126094 0.562228 0.152971 0.205216 0.286174 0.11733
threshold=32.724174661450007 0.3148857818500001 0.38052752915000004 0.53043322055000008 34.654301448200009 0.51191581090000016 0.51505942935000004 33.96174662340001 0.54429508100000012 0.5681267027500001 0.47736594710000008 0.34398670700000006 0.34551360740000009 42.686561923500008 0.34536391125000004 0.47676716265000008 42.719328117250008 44.756878345700009 39.952536079750011 0.47396784530000008 41.32819714970001 0.32388251845000005 0.46989611090000011 38.969453495950006 0.34398670700000006 0.4764977096500001 42.522337019050006 0.43780126340000008 41.571132012400007 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -2 -8 -10 12 -12 14 -14 15 18 -15 -18 19 22 21 -20 23 -6 26 -26 27 28 -22 -13
right_child=4 2 3 -5 10 6 8 -9 9 -11 11 29 13 16 -16 -17 17 -19 20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.10269357297469317 -0.059522008716972621 -0.11540486073844845 0.042206942618038951 -0.1086563755353077 -0.021134865473100339 0.10542692667468366 0.034701752456642795 0.025732313298283006 -0.10907106656232944 0.034641171431502742 0.061466412955037478 0.013591341420154848 -0.1088591457488233 0.10292093310672841 0.038043343220303637 -0.032767979782215441 -0.102475510836315 0.039366433971194409 -0.012147878199213882 0.06885875925330652 0.098271139646346164 -0.11885434075492636 -0.048077035685551404 0.045412253414935433 -0.11064222247741456 0.055055741446729305 0.00071136470878971434 0.085493775060816166 -0.1060585650007892 0.00033225121135679447
leaf_weight=0.077236376702784493 0.55745600975933418 0.27124399623244244 0.25457243248820305 0.078719177475932156 1.9465762719046429 0.47376475483179081 0.79083104524761416 0.7427834979025647 0.16048482432961464 0.28706012573366024 0.83817000687122245 6.9765837844461194 0.53189662504519108 0.16677235066890717 1.4668328298721451 3.3535456357058129 0.21161196682805894 0.33895528293214738 0.2359546551888333 1.4352301973849533 0.11729087389539561 0.56503916176734492 0.72296343743801106 1.1115905137266961 0.45436955838522486 0.37278038030490279 7.8790470725944033 0.50071315435343422 0.1649227221532783 153.85508739985539
leaf_count=1 18 83 5 109 100 4 6 28 13 57 7 47 55 2 20 40 53 58 24 12 5 81 5 11 52 9 204 18 40 2867
internal_value=0.000775448 -0.0310658 -0.0481551 0.00657497 0.000891998 0.0185114 0.0407856 -0.0108191 0.0160558 -0.0168925 0.000602353 0.00122137 -0.00403596 -0.0392872 -0.0018695 -0.00497371 0.0122993 -0.0151509 0.00103728 0.0140729 -0.00557087 -0.087421 -0.00672252 0.00305386 0.00133825 -0.0359654 0.00490045 0.0470577 -0.021137 0.000907406
internal_weight=186.94 0.681772 0.604536 0.333292 186.258 3.01238 1.71214 1.30024 1.23838 0.447545 183.246 161.67 21.5761 1.24924 20.3269 18.86 0.71734 0.550567 15.5065 5.21636 10.2901 0.800994 3.78113 3.05817 9.48912 0.82715 8.66197 0.782927 0.282214 160.832
internal_count=4034 198 197 114 3836 126 80 46 76 70 3710 2921 789 168 621 601 113 111 561 128 433 105 116 111 328 61 267 63 45 2914
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 2 2 0 2 2 2 2 2 2 1 1 0 2 2 2 2 2 2 2 1 1 0 2 2 0
split_gain=0.0534523 0.2508 0.162581 0.203884 0.0977928 0.116889 0.267225 0.0861857 0.301289 0.933062 0.553634 0.238496 0.25003 0.200273 0.467639 0.196669 0.904468 0.195855 0.538085 0.508267 0.234453 0.157238 0.152526 0.173624 0.144266 0.417697 0.108932 0.540312 1.93846 0.540172
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.56719858685000013 40.984321400500008 39.110279783550006 0.54499865270000014 41.035283712600005 40.636252116050009 42.310579034350006 43.384297312450009 43.572676689450006 41.178189531300006 0.43590012275000006 0.42473279245000012 0.54064249575000012 38.903925214650009 39.952536079750011 38.625745710700009 39.184300550350009 49.835088602800006 42.006870117350005 42.686561923500008 0.40509266190000009 0.45280081435000008 0.5398790455000001 40.340071172300007 38.400997490450003 0.54300769440000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 15 9 17 13 -12 -13 -10 -15 26 22 19 20 24 -19 -14 -17 -24 -9 -26 -1 28 -28 -29
right_child=1 2 3 -5 5 -7 -8 8 10 -11 11 12 21 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.0014216515753943911 -0.10339729043006346 0.017584256188116511 -0.10494041502380623 0.0083148920251320049 -0.0037253390708044845 -0.001783079589009843 0.059665417624274547 0.021199521559376412 0.055169846431959851 -0.071295301015496707 -0.064706011980946512 0.088219609646966665 -0.10361055911928579 -0.034721495242506784 0.054665578738761149 -0.14156363487833878 0.063170491449094965 -0.017233110769539456 0.02623770556050551 0.089840188724851486 -0.092433352444742864 0.034408339170757023 0.10235902759174775 -0.10334633183781666 -0.10425482762257295 0.015089782438260466 0.027385103773620204 -0.022112662208738698 -0.095175982731946218 0.045261218911121281
leaf_weight=152.18418032863246 0.27872776167168867 1.3489532011226399 0.2935255891543419 0.34670011788784905 1.2882686211960384 2.298940171895083 1.3745489297434685 1.2437239661812771 1.8302368065342296 2.4263457022607327 1.1076612521428613 0.25658838637173165 0.18781578080961481 1.1437440601293931 1.1986504923552272 0.27793323392688707 1.7580211507156489 0.80878256820142291 1.544227111386135 0.76609280891716469 0.85062475540325977 0.14726389455609024 0.06808626651763916 0.10326120407626149 0.45023581206623908 0.84114066720940173 2.6719125816598517 2.1733506508171558 2.4960005879402161 2.630106208496727
leaf_count=2375 393 99 76 409 22 84 25 5 10 19 28 4 40 30 14 13 16 12 32 4 36 26 1 84 77 16 20 24 20 20
internal_value=0.000699154 -0.0145594 -0.00211122 -0.0436095 0.000887094 0.0147356 0.028997 0.000503577 -0.0068047 -0.0183725 0.0107898 -0.0373258 0.0139327 0.0303852 0.0110197 0.00116179 0.0308102 0.00136801 -0.0162462 0.0184617 -0.0557813 -0.0429527 -0.0958146 -0.0216077 -0.00310847 -0.0265195 0.000758207 -0.00936736 -0.0318095 0.0147775
internal_weight=186.396 2.26791 1.98918 0.640226 184.128 4.96176 2.66282 179.166 14.8031 8.93117 5.87196 1.69933 0.591668 4.17263 2.34239 164.363 2.2073 6.50483 3.20363 3.30119 1.65941 0.33508 0.449281 0.171347 2.5351 1.29138 162.156 9.97137 5.16791 4.80346
internal_count=4034 977 584 485 3057 131 47 2926 353 201 152 98 70 54 44 2573 114 182 80 102 48 66 98 85 98 93 2459 84 40 44
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 2 2 1 1 0 2 2 0 0 0 1 0 0 2 2 1 0 1 2 1 2 0 2 2 2
split_gain=0.231451 0.527913 0.669186 0.387691 0.357697 0.285116 0.398726 0.265913 0.65078 0.601056 0.315819 0.688633 0.668467 0.70906 0.678696 1.24911 1.05885 1.25909 0.71192 1.10084 0.663424 0.660685 0.564996 1.12127 0.583954 0.906037 0.544592 0.461709 0.595148 0.479229
threshold=0.45368402140000008 0.4591329601000001 0.4662734648500001 0.56439926950000008 42.522337019050006 38.903925214650009 39.458743938000005 0.44805544745000009 0.43929822460000006 0.57537199485000012 42.094663496250007 42.006870117350005 0.54386096225000014 0.54228915300000013 0.52507409960000018 0.39814676205000005 0.48244064550000004 0.48351845755000006 42.686561923500008 42.522337019050006 0.34545372890000009 0.5654770815500002 0.37977904855000005 43.752965619700007 0.38780276035000005 42.434124620650003 0.49336846205000007 42.824128352900011 43.120094701700005 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 -5 -7 8 10 -10 11 -1 13 14 16 -16 18 -18 19 20 -12 -14 23 27 -24 -26 -25 29 -29 -19
right_child=1 2 4 5 -6 6 -8 -9 9 -11 12 -13 21 -15 15 -17 17 22 -20 -21 -22 -23 24 26 25 -27 -28 28 -30 -31
leaf_value=0.00015183920583149797 -0.002054082676804932 0.0012122042377479146 -0.0021414945603263459 -0.0021697233912854074 0.00060698137182298509 0.0020058652840784859 -0.00084204470563392381 0.00046001014445054734 -0.0022519814354920284 0.00037757376608314156 0.00040042662535041219 0.00090245911851104331 -0.0016400257323289039 0.0011460413561846139 -0.0018052332320596821 2.2611728074577357e-05 0.0015331716282744657 -0.00042495542198651883 -8.3109827680005835e-06 -0.0023058012381963989 -0.0013204853950827277 0.00036320873245176353 0.0020454277451608248 0.0021694065420717569 0.0018594470334233159 -0.0022960702693638401 0.00031657778542801404 -0.0014062959813469931 -7.7352825913106014e-05 0.00067544295153305293
leaf_weight=143.23290342573455 0.59044824016018482 1.3346424103074248 0.70780822870483451 0.25745732197537996 0.24508684008469572 0.29758967645466328 0.51801814255304635 9.2465438495710242 0.8458298407786049 0.55250847038132633 2.230254835842064 4.8584086386690606 1.7985673923540155 2.1844280734658232 2.1594200618856112 4.2990654072636971 3.3262631930410889 2.765676364302637 19.538240012858296 1.4091355630080213 1.4030920891673302 0.97672623290782201 1.2028430118225508 1.2633701823651784 0.42586727812886227 0.38326721426710719 1.1791457565268499 2.1483049597591162 3.2641457729041576 3.3826745897531509
leaf_count=1620 82 11 479 26 278 3 81 88 51 46 50 37 86 13 150 82 58 22 453 38 27 34 10 6 3 88 37 30 24 21
internal_value=0.000126077 -0.000344176 -4.37499e-05 0.000506697 -0.00143458 -0.000370789 0.000197068 0.000134757 0.000120074 -0.001213 0.000129237 0.000176465 2.85567e-06 5.23726e-05 4.9529e-06 -0.000588535 9.22215e-05 0.000435428 -0.000177834 -0.000834687 -0.000264139 -0.000935015 0.000207434 6.78358e-05 0.00117904 -0.00010892 0.00127494 -0.000187195 -0.000604836 0.000180457
internal_weight=218.028 3.95105 3.3606 2.40771 0.952895 1.07307 0.815608 214.077 204.83 1.39834 203.432 148.091 55.3405 52.5652 50.3808 6.45849 43.9223 19.3416 24.5807 5.04248 3.63335 2.77529 16.0153 14.0033 2.01198 0.809134 2.44252 11.5608 5.41245 6.14835
internal_count=4034 960 878 121 757 110 84 3074 2986 97 2889 1657 1232 1112 1099 232 867 299 568 115 77 120 241 140 101 91 43 97 54 43
is_linear=0
shrinkage=0.00196078


Tree=820
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 0 2 2 1 0 0 1 1 1 2 1 2 2 0 0 0 1 1 2 0 0 1 0 2 0
split_gain=0.0607439 0.15373 0.0832119 0.18769 0.341007 0.31028 0.195425 0.0617078 0.156587 0.0520934 0.383531 0.270385 0.94241 0.308589 0.615901 0.410008 2.51708 3.35054 0.776122 0.40612 0.35904 0.27336 0.202747 1.01017 0.426134 1.11142 0.320125 0.504967 0.661363 0.307155
threshold=32.724174661450007 0.38906020780000011 34.654301448200009 0.51675099550000014 33.96174662340001 0.54429508100000012 33.151194885250007 30.317390213800007 0.38052752915000004 0.47883296910000012 0.4784437592000001 0.34503457980000002 0.34512439750000007 0.34536391125000004 42.198888176300009 0.34569324270000007 41.218101594450012 42.47354681640001 0.47976108500000009 0.4815274992000001 0.48068920095000006 0.3447052483500001 0.3459626957000001 41.741384785950011 0.48098859315000003 0.48200652675000005 0.34641178410000012 0.49053920540000012 41.741384785950011 0.49336846205000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -5 -7 8 -1 10 -4 21 -13 14 -14 16 -15 -18 -17 -19 -20 -11 23 -22 -24 -26 -27 28 -28 -29
right_child=2 -3 9 5 -6 6 -8 -9 -10 11 -12 12 13 15 -16 18 17 19 20 -21 22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=-0.10267373893950404 -0.044309900528510665 0.071445705120070216 0.00012969773953238364 0.095846708846440296 0.041093526669438565 0.036848562907641109 -0.1031384385716563 -0.075255272896840475 0.1009844738559145 -0.0053190168237470829 -0.038390882037679916 -0.078445711548840155 0.042241871646974107 0.030919226112988613 -0.011540816560577781 0.065935332045783071 -0.16439570181579966 0.023064454455748059 -0.04270032997707951 -0.042647977788729981 -0.019419044513180939 0.026856753396249933 0.081002535708955103 0.050340777823399289 -0.10400715300907513 -0.027555039973071349 0.071545402415888346 -0.037429049219641318 -0.00097008215642888453 0.00091724791818284025
leaf_weight=0.074509775745354001 0.93254851936944694 0.12151051205768226 34.510276253520715 0.63040837552398421 0.93759745382703841 0.27279763878323138 0.15718716126866639 0.37266354417533876 0.076529219746589661 3.9938547778874618 2.7939906076062462 1.5082762464880932 4.9813345968723279 5.4038702026009542 3.718854907900095 1.8441188558936108 2.1140098236501217 2.0401155864819889 1.8890368286520232 1.744911406189203 4.0556950867176038 7.7918461225926876 0.6457112766802301 4.2521402761340141 1.0266202656202938 3.8838586658239356 2.3338551942142649 2.14007369801402 2.7275906104332535 87.297903383732773
leaf_count=48 22 109 891 5 29 10 60 38 3 33 31 11 37 30 30 27 28 22 15 19 21 33 3 65 9 19 30 16 29 2311
internal_value=0.000739929 -0.02989 0.000846393 0.0175636 -0.0014929 0.0511723 -0.0143257 -0.0534021 0.000516858 0.000578244 -0.00275539 0.00143357 0.000152772 0.00105019 0.0192527 -0.000233169 -0.0183858 -0.0635522 0.0015972 -0.00722922 0.000521057 0.0159533 0.00127451 0.0162856 2.81047e-05 -0.00049786 0.00058225 0.00173867 0.0324671 -3.03044e-07
internal_weight=186.274 0.645213 185.628 2.93054 1.87015 1.06039 0.429985 0.523703 0.151039 182.698 37.3043 145.394 133.608 132.1 8.70019 123.4 11.3029 5.89904 112.097 3.78503 110.252 11.7857 108.363 8.30784 100.056 99.4099 98.3833 94.4994 5.06145 89.438
internal_count=4034 198 3836 126 51 75 70 89 51 3710 922 2788 2722 2711 67 2644 99 69 2545 41 2518 66 2503 86 2417 2414 2405 2386 59 2327
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 2 0 2 1 2 2 0 0 0 0 1 0 1 2 2 0 0 2 2 0 2 1 2 0 0
split_gain=0.047716 0.0866575 0.268892 0.109148 0.564666 0.5171 0.0974751 0.81335 0.277496 0.299825 0.223676 0.181697 0.159463 0.221683 0.383617 0.147597 0.137 0.275362 0.180744 0.448654 0.408479 0.367458 0.436914 0.336724 0.382582 0.17708 0.581028 0.286799 0.464434 0.633026
threshold=49.283271594150008 0.31100865245000009 0.39672464895000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.47721625100000004 48.96897326980001 0.34551360740000009 42.686561923500008 42.719328117250008 0.47754558250000007 0.47769527860000011 0.4778150355000001 0.47808448850000007 0.34440585610000002 0.46739618575000003 0.34311846950000008 39.458743938000005 37.445036092900004 0.45589952400000006 0.39672464895000009 48.778770352700008 40.098777110850008 0.43780126340000008 40.098777110850008 0.34494476210000008 41.360869295700006 0.47709649410000005 0.47700667645000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 16 -10 -11 -8 -13 -14 -15 -16 18 -18 19 20 -3 -20 23 -23 -25 -19 -27 -28 29 -29
right_child=-2 6 -4 -5 -6 -7 11 -9 9 10 -12 12 13 14 15 -17 17 25 21 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.10613192023077174 -0.017317962864831411 -0.035642606322222783 0.074938285230496504 -0.018573102591482107 -0.10526352272373921 0.078684901889049419 0.024430403484600252 -0.13135618686613257 -0.10774974437142087 0.10264890894129819 -0.043544376873261736 -0.031175737528911326 0.026363257627888093 -0.056523718609869822 -0.038035681117951567 0.0012149753060921339 -0.040554291983922144 0.024072374193144869 -0.012417895380490897 -0.11398005093615032 0.08506611121965453 0.10477463117972044 0.10836173025708701 -0.066868460687550299 0.044673831704362593 -0.069748646990225704 0.052335177769402753 -0.038073058694815705 -0.059728937316288366 0.083859944374470127
leaf_weight=0.17762554201180991 1.4622768112158144 0.68388494762803442 0.64177496962656722 1.2624507248401642 0.28456607833504688 1.024881564080715 3.3152357283979645 0.50815466605126758 0.50789135982995581 0.15204375982284546 0.33578874379600165 1.5466027446091164 3.3965821601450434 1.1692864792421449 0.96404746361076732 153.73944788632599 1.9239232987456469 2.4266264382749796 1.6457733213901518 0.35988067272410251 0.4751031007617712 0.35148827731609378 0.8164691925048827 0.56452933249238391 0.67538299359148368 1.1949438811279831 1.1329028401523831 0.8257696867804043 1.0506982360966504 0.87898802198469639
leaf_count=123 255 135 39 5 10 13 30 9 76 2 104 16 17 18 10 2817 35 17 8 30 9 3 4 93 40 35 7 56 9 9
internal_value=0.000674835 0.000817801 0.0166551 0.00305104 0.0214089 0.0513851 0.000520477 -0.00680367 -0.00284844 -0.0539705 0.00201999 0.00125723 0.000779509 0.00108981 0.000539087 0.000970382 0.000543687 -0.00679982 0.0129757 -0.0164461 0.0138394 0.0239998 0.0488913 0.0183799 -0.00611113 0.00184753 -0.00876199 0.00998002 -0.00743426 0.0247967
internal_weight=185.495 184.033 3.3913 2.74952 1.48707 1.20251 180.641 16.5102 16.0021 0.995724 0.487833 164.131 160.816 159.269 155.873 154.703 15.0064 9.43385 5.57251 1.51887 1.15899 4.05364 2.40787 1.5914 1.23991 7.50993 5.0833 3.88836 2.75546 1.70476
internal_count=4034 3779 190 151 146 136 3589 681 672 182 106 2908 2878 2862 2845 2827 490 168 322 174 144 148 140 136 133 133 116 81 74 65
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 0 0 2 1 0 1 0 2 0 2 2 0 2 0 2 2 0 1 1 2 0 1 2 1
split_gain=0.046188 0.302168 0.292628 0.250081 0.274267 0.301039 0.190821 0.155732 0.164894 0.111135 0.134156 0.318687 0.379384 0.321492 0.295462 0.335207 0.903203 0.612134 0.36026 0.343768 0.221432 0.351772 0.117937 0.112601 1.19909 0.192291 0.345466 0.836185 0.97272 0.343003
threshold=0.45280081435000008 0.56065686655000013 0.56188437470000008 40.636252116050009 0.4662734648500001 0.46280051495000007 0.58415915690000009 0.58650938595000024 42.522337019050006 0.44805544745000009 0.54646567465000018 0.43837010870000009 0.57537199485000012 40.94178426300001 0.5654770815500002 42.094663496250007 41.827117825850003 0.54942965780000008 43.487767439550005 0.55386066285000013 41.674196414850009 40.280372415600006 0.56294721715000018 0.41615520495000008 0.40509266190000009 38.400997490450003 0.54300769440000007 0.41804137600000008 39.792680591700012 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 5 -4 -5 -8 -9 10 23 14 -13 -14 15 16 17 -12 -17 -19 21 -16 -11 24 -1 -25 27 -27 -29 -30
right_child=1 2 3 6 -6 -7 7 8 -10 22 11 12 13 -15 20 18 -18 19 -20 -21 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=0.0010302321860205768 -0.11272328232510676 0.090401545947649764 -0.01319877342139684 -0.11096273839953119 -0.11148743184231079 0.060718233954175221 0.094374305175680198 -0.10290851139943571 0.042190336723800959 -0.0083210787550611898 -0.1207610243602365 -0.11270073638654386 0.098172149931209318 -0.10409340945780428 -0.003150624870824942 -0.1114974062077418 0.084879594818131551 0.040758169436443697 0.017370270506034218 -0.030370378227776558 -0.009611715212094727 0.10403628126031095 0.02225658768804217 0.03629887908174833 -0.095972844972745705 0.040939204215005465 0.020713354852362573 -0.1333039698083994 0.015495592628980443 -0.049963064646223521
leaf_weight=149.55242033611285 0.26735547968564732 0.30976066645234857 1.539244897822756 0.38189202337434824 0.1902267989691494 0.85815773288777553 0.10153103154152632 0.20397384847819922 0.12713868445780463 1.7388565328437824 0.58747600973583614 0.617145138363412 0.20320881198131246 0.12813265692420828 0.57130107887496728 0.67095079016871739 0.8913621101528405 0.95137136500852681 0.3205873720580712 2.3775686191365821 0.96891379260341626 0.65978185087442398 4.59350013416406 2.2463104716734952 1.2852833514079964 1.9720528222678675 6.4082425069063902 0.85346503555774678 1.8173891464248302 1.4306741298505583
leaf_count=2321 19 4 85 122 312 18 4 154 255 16 22 47 24 28 29 25 7 32 49 82 35 13 59 23 75 9 40 12 11 102
internal_value=0.000611733 -0.0100453 -0.0026498 -0.0111219 0.00408937 0.01326 -0.0594455 -0.0139715 -0.0471943 0.000846227 0.000374013 -0.0115526 -0.0663594 0.0199543 -0.00505412 -0.0168913 -0.00597308 -0.0266508 -0.0698315 -0.0100427 0.0261493 0.0542947 0.01386 0.00101857 0.000203672 0.00936435 0.00451704 -0.0125717 -0.0383003 -0.013337
internal_weight=184.825 3.97928 3.71193 3.40217 2.58763 2.3974 0.814536 0.432644 0.331113 180.846 174.514 8.9478 0.948487 0.331341 7.99931 5.79932 4.80778 3.91642 0.991538 3.32894 2.2 1.23108 6.33236 165.566 150.838 14.7281 12.4818 6.07358 4.10153 3.24806
internal_count=4034 973 954 950 415 103 535 413 409 3061 2986 393 99 52 294 217 143 136 74 114 77 42 75 2593 2396 197 174 134 125 113
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 0 0 1 0 2 2 1 2 1 2 0 1 0 2 2 1 1 1 0 2 2 1 2
split_gain=0.0555957 0.18896 0.0698355 0.238337 0.575296 0.216823 0.121903 0.19092 0.0860662 0.0792454 0.220889 0.582364 0.253858 0.47801 0.220727 0.178755 0.736427 0.214934 0.270361 0.114463 0.338181 0.210325 0.151472 0.103226 0.19884 0.0632805 0.386355 0.832397 0.649667 0.534672
threshold=0.30910751175000006 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.32388251845000005 0.39672464895000009 48.778770352700008 41.770271989050009 0.32058920395000007 35.782584506850007 0.34219035360000005 35.171584490050009 0.45994131915000008 0.32822370590000005 0.46898296455000005 43.572676689450006 38.334060527150008 0.34398670700000006 0.35807311160000005 0.35862698720000002 0.47883296910000012 42.456897412850005 44.262924377150007 0.34536391125000004 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 -5 -6 7 -7 -8 10 -4 12 13 14 -12 16 -11 18 -18 20 21 -17 -21 -22 -25 26 28 -28 29 -24
right_child=2 -3 3 4 5 6 8 -9 -10 15 11 -13 -14 -15 -16 19 17 -19 -20 22 23 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.017233474156352117 0.0140414715747543 -0.10201283039708586 -0.013027873344411309 -0.12685467523526528 0.1005962060468864 0.10195479121157387 0.10335156716659817 -0.10360884176554319 -0.10030656095329023 0.074109919575110914 0.029386724677630774 0.10750303489151403 -0.063994139039604825 0.078814822276084259 -0.11071654610385195 -0.023441253005183633 -0.10750498688271935 -0.12044628085737237 0.042356352687170182 0.024476349600084477 0.1077535963832022 -0.10960642606345206 -0.035320864949598213 0.10350818435893015 -0.10074452861231663 0.0012783019156986082 -0.062877506817916859 0.062240126827898749 0.033257459660236355 0.004521670544304939
leaf_weight=0.32738845044514064 3.8089123889803878 0.22367569344714866 1.6859024926925474 0.48913206811994203 0.21139874681830406 0.056867532432079315 0.094884015619754791 0.21986321968779521 0.026558744217254571 0.44399934935245156 0.19130159728229068 0.74366080760955799 0.4432473910273983 0.67636299133300781 0.27281389420386404 1.0441875319893359 0.23278954741544999 0.5776238596154144 0.24930848460644484 2.6797566553577772 0.20193873345851887 0.3887563607058836 5.1755411736667218 0.099017642438411713 0.091893898585112765 145.80121056354642 2.5301665014121677 0.67321381729561824 4.7056412362871916 9.6449622028740105
leaf_count=13 36 147 37 13 5 1 1 84 164 51 5 4 29 7 44 71 27 36 14 21 1 106 36 1 57 2746 135 24 46 72
internal_value=0.000546914 -0.0311683 0.000642177 0.000358091 -0.0460745 0.018745 -0.0247115 -0.061366 0.0588129 0.000643807 0.0145369 0.0345042 0.000226623 0.025186 -0.052968 0.000324355 -0.0340051 -0.0793028 -0.0300068 0.000622685 -0.0242833 -0.0468178 0.000888283 0.0579125 0.00519261 0.000513216 -0.00439451 -0.0365831 0.000886218 -0.00939194
internal_weight=184.012 0.551064 183.461 179.652 1.0987 0.609572 0.398174 0.276731 0.121443 178.553 4.01329 2.32739 1.58373 1.14048 0.464115 174.54 1.50372 1.05972 0.482098 173.036 1.82579 1.43294 171.21 0.39285 0.190912 168.531 22.7295 3.20338 19.5261 14.8205
internal_count=4034 160 3874 3838 268 255 250 85 165 3570 126 89 85 56 49 3444 128 77 41 3316 236 177 3080 59 58 3059 313 159 154 108
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 2 0 0 0 1 0 0 0 2 1 2 1 2 1 0 2 2 1 1 0 2 2 1 1 0
split_gain=0.0598524 0.13921 0.196703 0.117713 0.148691 0.0720091 0.232589 0.936054 0.506803 0.485139 0.433542 0.352955 0.336801 0.201085 0.267134 0.083394 0.21793 0.0828991 0.0527078 1.01749 0.531704 0.482523 0.0876429 0.11735 0.410096 0.317887 0.282401 0.193691 0.165427 0.118977
threshold=32.724174661450007 0.3148857818500001 0.38906020780000011 30.317390213800007 0.38052752915000004 36.010074051050005 0.49880243110000005 0.50008981770000005 0.51191581090000016 0.34398670700000006 0.52453519355000011 0.53749887730000012 0.54429508100000012 36.364346611650006 0.39019789825000006 33.151194885250007 0.40955360615000008 34.883496062400006 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 0.34311846950000008 0.46989611090000011 48.86568841230001 38.969453495950006 0.34398670700000006 0.34219035360000005 0.47464147780000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 9 -8 -9 -2 -10 -12 -13 14 -7 -14 -17 -11 19 20 21 -15 -20 24 25 26 -24 -25 -28 -29
right_child=5 2 -4 -5 -6 13 7 8 10 17 11 12 15 18 -16 16 -18 -19 22 -21 -22 -23 23 27 -26 -27 28 29 -30 -31
leaf_value=0.1024181066113012 0.040441326650215645 -0.10292164512986748 0.068399620140806222 -0.11570770589735298 0.10088700222492034 -0.0075154362227598352 0.10722877859444396 -0.041121180355983861 0.056234768539540791 -0.033995462533418418 -0.10836553211142858 0.087854950838963095 0.036792241162078333 -0.10575463842599038 -0.10832603191573359 -0.0031214840286450836 -0.10484338886790563 -0.087008769051014234 0.019311690083173447 -0.16504889684568819 -0.10480956907108747 0.081540236744934685 -0.054595134418158608 0.030317663174575057 -0.069942547153928378 -0.046663832234580649 0.0099281666598345364 -0.032455452566212906 0.06159558574060145 0.00068778937561473122
leaf_weight=0.069711312651633217 0.77245106443296929 0.074308814520918531 0.1152004578491983 0.28686515944264102 0.06906847283244133 0.79454883217112982 1.0036676973104475 1.8222456027287988 1.9681394388899205 0.56907817102910463 0.30371644347906146 0.41141671128571022 0.26458830227784336 0.16148310261632903 0.39280345149836648 0.97834035009145714 0.26839357819608267 0.61239567658049054 2.4679362638853481 0.36544943404442154 0.26228122413158406 0.92817141208797693 0.57868101801432104 2.2028682306408873 1.0524666782002894 1.2435652986168859 3.08093244835618 1.0905684854969866 0.77571008075028647 158.39143702423303
leaf_count=1 36 48 109 37 3 31 7 16 13 27 12 6 10 123 42 4 104 15 16 33 10 12 40 15 13 19 106 185 6 2935
internal_value=0.000492416 -0.0306476 -0.0476543 -0.0787286 -0.00474185 0.000597229 0.0093321 0.0178251 0.0029117 -0.0211835 0.0220408 -0.008186 0.00763839 0.000146161 -0.0408659 -0.0141984 -0.0250199 -0.061474 0.00042829 -0.0170031 0.023016 0.0537838 0.000603475 0.000329329 -0.0126076 -0.00198179 0.0105461 0.000867928 0.0203204 0.00046115
internal_weight=183.378 0.615154 0.545443 0.430242 0.143377 182.763 8.97443 7.02051 6.01684 1.95392 4.19459 2.22646 1.92274 173.789 1.18735 1.51132 1.24673 1.18147 172.602 1.71739 1.35194 1.08965 170.884 168.416 6.73136 5.67889 4.43532 161.685 3.85664 159.482
internal_count=4034 198 197 88 51 3836 250 172 165 78 149 136 124 3586 73 118 108 42 3513 178 145 135 3335 3319 184 171 152 3135 112 3120
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 2 1 1 1 2 0 0 1 0 0 2 1 1 0 1 1 0 2 2 2 2 1 0 1
split_gain=0.234909 0.84524 0.833767 0.68893 2.27897 0.659775 0.645987 1.09731 0.590626 0.639844 0.545964 0.519951 0.514368 0.935145 1.6326 0.890247 0.799565 0.761387 0.927778 0.663033 0.795249 0.543667 1.17891 0.968533 0.489663 1.2261 1.37548 0.739236 0.971267 0.929971
threshold=0.50706565670000014 0.50339810185000011 0.37668033890000002 38.400997490450003 0.36204005870000006 39.952536079750011 39.861052345600008 0.36491422415000008 0.38370108680000009 0.38552737940000009 37.137227079750012 0.4778150355000001 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.5231430197000001 33.96174662340001 0.38976377950000002 0.39408999735000005 0.53043322055000008 0.39045238170000002 0.39587138110000003 0.53475943835000017 36.728658719300007 40.241071441700008 40.563919884450009 40.720231579350006 0.34524415440000006 0.48271009850000007 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 3 6 10 24 -6 -2 -8 -4 -10 -1 -12 16 -14 -15 -16 -11 -17 19 20 -19 -20 23 -23 27 -26 -27 29 -29 -5
right_child=2 -3 8 4 5 -7 7 -9 9 12 11 -13 13 14 15 17 -18 18 21 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00024086086417815991 0.0001436560633917098 0.00097960643046127041 0.000700063480210355 -0.00031835877732973306 -0.0039499791616983996 -0.0013411666708805245 0.00027250749174908022 -0.0024335964219724471 -0.0015492257326230865 0.00042410936714314785 0.00039442086650644514 0.0015856423125268141 0.0010173510759281541 -0.0015870801112291026 0.0010015414227785423 0.0021979624457173943 -0.0023440649334073335 -0.00011538823114905878 0.00081114383158718047 0.00040039068346145533 -0.001808716645906638 0.00094433970555768876 0.00010423920636269398 -0.0018391451179142573 0.00092278119133323703 -0.0017631457686939271 0.00014705905407848843 -0.0013105191887356369 0.00017258742218794447 0.00090129836893817572
leaf_weight=9.0087369681205001 1.6135822683572758 4.8023298164189319 5.5603877478279164 6.1348420244175959 0.50014413241296907 1.4627644069623782 0.90553057193756137 1.5835976796224711 0.9642005676869293 0.75960155576467403 2.6891862886186564 2.9587219972163439 3.8950514008756718 2.320045225613284 3.8486640275223172 0.61659324215724964 0.8501670783625741 1.8085697591304768 3.7134364600060499 1.4871348815504459 2.5980934208491817 0.62005896889604573 49.451860980142101 2.1371101885888493 7.8725453759543589 1.4755942831980053 81.288309716786898 3.9461182336090124 2.9794807862490416 3.9518270120024681
leaf_count=237 15 56 49 50 9 93 8 46 12 4 48 25 28 29 27 3 38 11 36 25 94 13 1600 261 55 72 1016 30 25 19
internal_value=0.000119785 0.000172445 3.95693e-05 0.000141253 8.78667e-05 -0.00200589 -0.000822693 -0.00144913 8.34434e-05 3.77711e-05 0.000540506 0.00101846 5.84196e-05 8.27619e-05 2.96979e-05 8.62898e-05 -0.00103785 2.98693e-05 8.24341e-06 -0.000731696 -0.00111375 8.62273e-05 3.46667e-05 -0.00121317 0.000126045 0.000183338 0.000113002 -0.000179197 -0.000672468 0.000159487
internal_weight=213.804 129.071 84.7337 124.268 109.612 1.96291 4.10271 2.48913 80.631 75.0706 14.6566 5.64791 74.1064 72.4966 68.6016 66.2815 1.60977 62.4329 61.8163 5.8938 4.40666 55.9225 52.209 2.75717 107.649 90.6364 82.7639 17.0123 6.9256 10.0867
internal_count=4034 1735 2299 1679 1369 102 69 54 2230 2181 310 73 2169 2127 2099 2070 42 2043 2040 130 105 1910 1874 274 1267 1143 1088 124 55 69
is_linear=0
shrinkage=0.00196078


Tree=826
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 2 0 1 0 0 0 2 1 0 0 0 0 2 2 1 0 0 0 0 2 0 0 1 2
split_gain=0.0541445 0.125095 0.175841 0.105231 0.135749 0.0718071 0.0616691 0.209895 0.638219 0.512633 0.414198 0.368174 0.169938 0.252468 0.0953857 0.20429 0.0828272 0.249767 0.0515907 0.371261 0.436808 0.300974 0.607273 0.828703 0.875521 0.89763 1.12447 0.955312 0.871619 0.468752
threshold=32.724174661450007 0.3148857818500001 0.38906020780000011 30.317390213800007 0.38052752915000004 0.53043322055000008 36.010074051050005 0.49830843385000007 0.34398670700000006 0.50008981770000005 0.51191581090000016 0.52453519355000011 36.364346611650006 0.39019789825000006 0.53928026105000015 0.54429508100000012 0.5681267027500001 0.56859076075000015 39.420767558750008 39.525197829750006 0.39045238170000002 0.46898296455000005 0.49880243110000005 0.50008981770000005 0.5017514446000001 38.748048509250005 0.52770875125000016 0.5223196910500002 0.39072183470000005 38.121007182500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -9 -11 -12 13 -8 -13 -16 -17 -18 21 20 -20 -14 29 -24 -25 26 27 -26 -27 -23
right_child=6 2 5 -5 -6 -7 12 9 -10 10 11 14 18 -15 15 16 17 -19 19 -21 -22 22 23 24 25 28 -28 -29 -30 -31
leaf_value=0.10219201966940406 0.037163908541576023 -0.10266706524077028 0.10317809948035002 -0.11415549004220034 0.10081156233880886 -0.10064690570327194 -0.0066280355757787068 0.069995407930054362 -0.095278445482586432 -0.036385316221175398 0.052725112415689369 -0.053621875645573518 -0.036914588872488843 -0.10754223107356985 0.078633117012933254 -0.023816749828044024 0.10657506258308039 -0.10244368867765691 -0.098666997711128662 0.00030788532020216853 -0.0069392241917129857 0.063333583383091238 -0.091585588915496161 0.086333014847060172 -0.022798245778319036 0.06539796009259688 0.0064895406683034345 -0.10936353846791058 -0.0026727703726155639 0.011712819712150466
leaf_weight=0.063473142683505013 0.76528295746538588 0.06810109595880931 0.090276032686233521 0.2652706455464795 0.063227297738194466 0.021377234487545138 0.79914466891204827 1.4064825344830749 0.69361633736116346 1.8506278404965995 1.9048513807356355 0.37285617180168662 1.7021665372212726 0.35941246973379748 0.29101853631436814 1.2293279103469101 0.17505264282226551 0.084895043207779963 0.82350492244586293 137.50834752679361 1.40464746550424 2.8152624331414726 0.97989155352115886 1.176813587546351 3.8991395880002555 3.1656260322779408 8.1736908985931205 1.8941474437015129 4.6356776869215537 4.689078725874424
leaf_count=1 36 48 1 37 3 108 31 14 35 16 13 13 67 42 5 23 1 94 11 2878 36 32 8 7 41 20 245 32 95 41
internal_value=0.000553437 -0.0301725 -0.0467029 -0.0779119 -0.00470345 0.0641536 0.000649535 0.00882954 -0.0258042 0.0157368 0.00282112 0.020701 0.000237118 -0.0379341 -0.00763015 0.00200213 -0.0129723 0.0383127 0.000492941 -0.000348249 -0.040841 0.00404077 0.00625885 -0.00152608 0.00232 -0.00222183 -0.0173982 -0.0511013 0.0249491 0.0310784
internal_weight=183.372 0.571725 0.508252 0.396599 0.131328 0.111653 182.801 8.77401 1.4589 7.31511 5.90863 4.058 174.027 1.15856 2.15315 1.78029 1.48928 0.259948 172.868 139.736 2.22815 33.1315 31.4293 23.925 22.9451 21.7683 13.967 5.79329 7.8013 7.50434
internal_count=4034 198 197 88 51 109 3836 250 71 179 165 149 3586 73 136 123 118 95 3513 2925 47 588 521 448 440 433 318 73 115 73
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 2 0 1 1 2 0 1 1 0 0 0 2 2 2 1 1 2 0 0 0 1 2 2
split_gain=0.202412 0.174828 0.679835 0.662646 1.68775 0.850594 1.12525 0.815548 0.697626 1.19239 0.506559 0.494255 0.533019 0.557164 1.86635 0.88151 1.17865 0.761018 0.525925 0.435786 0.487456 0.91963 0.777841 0.531947 0.849461 0.707897 0.974581 0.413184 0.401233 0.367226
threshold=0.57537199485000012 42.094663496250007 42.066503896600004 0.48244064550000004 0.48351845755000006 42.686561923500008 42.522337019050006 42.233786329550007 0.48098859315000003 0.34545372890000009 0.34503457980000002 42.779078631750004 0.48119816770000007 0.34569324270000007 0.34623214870000002 0.47997065955000012 0.4778150355000001 0.47769527860000011 44.756878345700009 42.310579034350006 43.157831852650006 0.34575312120000007 0.37078231190000005 42.824128352900011 0.50339810185000011 0.52507409960000018 0.56643513670000012 0.42039160505000012 44.262924377150007 43.572676689450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 6 8 -6 9 -3 -5 -7 13 15 -15 16 28 18 -16 -9 21 -21 -22 25 -25 -23 27 -27 29 -13
right_child=-2 3 -4 4 7 11 -8 19 -10 -11 -12 12 -14 14 17 -17 -18 -19 -20 20 22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00016367693476442775 -0.00061114531308337889 5.4095871967095638e-05 0.001345845409149426 0.0004776053832612548 -0.0018124947869378387 0.00084273489226241872 -0.0023218209537094908 0.0013771023878409014 0.00086312157519449458 -0.0028372797287512836 0.0020562795555908574 -0.0020254357260091217 -0.0012956323088886494 -0.0029273773333424774 -0.0022049989595732647 0.0010913295601757292 -0.0024457161320924742 0.0018149058442738181 0.00060218795094823445 -0.0014713837075550585 0.00099845602166213345 0.00076194693086731075 1.3604832700579354e-06 -0.0016429743011055981 0.00026923698192531743 -0.00035054753024267783 0.00094686946398897293 -0.0017336636809865585 0.00020959642229000628 0.00022721808528068351
leaf_weight=150.57314897263859 1.3766406926818024 1.6180407511055852 1.8937943093478669 1.1805102303624146 0.84748385334387677 2.3410365687450421 1.5062832879484629 1.0528957750648285 1.2745299637317655 0.82948188728187222 2.3117564395070076 0.63156029598031149 1.3593951202929009 1.0225198487751179 0.49000689624517668 2.9718495532870284 0.77461657673120576 0.79989722557365883 0.53865619702264667 1.760503351688391 4.8402371583506447 5.2656603974755836 7.9462187238277693 1.6758370231837028 1.9124199989673796 2.476590472273529 1.787601090967655 1.2492778901942072 8.6830685247550701 0.49732264087651856
leaf_count=1753 933 48 15 4 18 22 38 9 4 25 54 101 10 27 32 18 15 6 58 23 35 32 465 15 40 39 8 23 119 45
internal_value=0.000138288 0.000143152 0.000178361 5.31497e-05 0.000230765 -0.000187334 -0.000891907 8.43561e-05 -0.000313233 -0.000925811 0.00152263 -4.15356e-06 -0.00011573 -1.7985e-05 -0.00080589 0.000147697 -0.000117199 0.000380434 -0.000735024 0.000138 9.28786e-05 -0.000133809 0.000378805 3.00907e-05 -0.00062383 0.000247774 -0.000243289 -0.000814304 6.66285e-05 -0.00103304
internal_weight=213.489 212.112 152.467 59.6453 34.307 25.3383 5.22834 30.8147 3.72205 2.44752 3.49227 20.1099 17.7689 16.4095 2.85108 13.5584 10.5866 1.82856 1.02866 29.9672 28.9143 16.1279 12.7865 14.3674 3.58826 10.7791 5.51347 3.72587 9.81195 1.12888
internal_count=4034 3101 1768 1333 765 568 115 707 77 73 58 453 431 421 123 298 280 96 90 689 680 180 500 157 55 102 70 62 265 146
is_linear=0
shrinkage=0.00196078


Tree=828
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 2 2 1 0 2 1 1 0 0 2 2 2 1 2 2 1 0 2 1 0 1 1 2 0
split_gain=0.0492273 0.113513 0.158857 0.0939155 0.123995 0.0656323 0.05579 0.360487 0.12971 0.303734 0.107998 0.360855 0.353543 0.0805909 0.224899 0.0581848 0.0654684 0.143519 0.237076 0.0488901 0.0797575 0.339388 0.293228 0.135912 0.607929 0.15191 0.345114 0.225524 0.224979 0.391363
threshold=32.724174661450007 0.3148857818500001 0.38906020780000011 30.317390213800007 0.38052752915000004 0.53043322055000008 35.419594101850009 35.171584490050009 0.38976377950000002 0.54429508100000012 34.883496062400006 0.36575252235000005 0.35738450945000005 0.5681267027500001 0.56859076075000015 35.782584506850007 36.010074051050005 36.364346611650006 0.39019789825000006 49.283271594150008 47.709122305950011 0.32058920395000007 0.37331217625000007 43.961868063600001 0.35862698720000002 0.45994131915000008 0.34311846950000008 0.34467530910000005 41.872294782850005 0.45798030000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 8 10 -10 11 12 -2 -11 -15 -8 -17 18 -18 20 21 22 -19 25 -25 28 -27 -28 -23 -30
right_child=6 2 5 -5 -6 -7 15 -9 9 13 -12 -13 -14 14 -16 16 17 19 -20 -21 -22 23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.10199563081083665 -0.0075285780820291458 -0.10243743453191907 0.10289261470990903 -0.11274783915085081 0.1007409445322674 -0.10059165818827498 -0.025939157010305365 0.076396063588032151 0.070983621292489196 -0.027915034118874235 -0.031609876821438523 -0.031746733508172913 0.10077183310820233 0.10596319741319456 -0.10227053860361697 0.022696354736651055 -0.005903371320853841 0.016381440931556034 -0.10680784584351671 -0.017838101794620368 0.011095875235742991 0.05655109129386926 -0.10553052267299895 0.0060084161754272959 -0.10569540043598027 -0.041667057880803132 0.017779107245904539 0.00031567127710704863 -0.104384963241114 0.07844060342498195
leaf_weight=0.058009356260298683 0.64481486621661976 0.062533558807444933 0.08262334018945694 0.24469107329423423 0.057798359543085098 0.019613806904885678 0.83577232897641707 0.7228661701283271 0.77344199898652721 0.77346155373379566 1.350277410092531 1.3765309974551199 0.56601900444366038 0.16060136258602142 0.076606279190855275 1.3198806183991099 0.80280980543466174 0.30568753142142568 0.32796732014048757 1.4304209647480082 7.1099591009187852 1.1062990024875023 0.5563955165380321 1.933348321472294 0.65135461258068961 1.9027026543335512 7.7791681443341067 149.70389243287536 0.27164539561999834 0.20578509150072932
leaf_count=1 27 48 1 37 3 108 31 16 10 20 14 13 17 1 71 30 31 13 42 255 111 104 201 60 344 45 54 2274 47 5
internal_value=0.000629712 -0.0299398 -0.0463193 -0.0771773 -0.0048459 0.0638549 0.000717607 0.00985623 0.00144983 0.0238179 -0.00868495 0.00327896 0.0430978 -0.012277 0.038714 0.000383438 0.000508858 0.000340639 -0.0351694 0.000572801 0.000726337 0.00027792 -0.0623015 0.000607772 -0.0221414 0.000973057 0.000666834 0.00117831 0.0317912 -0.0255823
internal_weight=183.213 0.525269 0.46726 0.365023 0.120332 0.102237 182.688 6.44462 5.72175 1.78411 3.93764 2.58736 1.21083 1.01067 0.237208 176.243 175.407 174.087 1.13078 172.957 171.526 164.416 0.862083 163.554 2.5847 160.969 159.386 157.483 1.58373 0.47743
internal_count=4034 198 197 88 51 109 3836 189 173 102 71 57 44 92 72 3647 3616 3586 73 3513 3258 3147 214 2933 404 2529 2373 2328 156 52
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 2 1 1 0 2 2 2 2 1 2 2 0 0 1 1 0 0 0 1 1 2 2 1 0 0
split_gain=0.216791 0.187371 0.33363 0.243892 0.174461 0.214854 0.131811 0.871818 0.531047 0.456418 0.606662 1.00171 1.16125 0.536623 0.336838 0.363892 0.377014 0.327991 0.542986 0.419771 0.80251 0.783282 0.839443 0.965843 1.58148 1.22453 1.2838 1.07214 0.775149 0.529132
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 42.402981339000007 42.536568606950006 0.37078231190000005 0.36945001650000003 0.51401155655000019 37.784765830350004 41.898943182100005 42.536568606950006 47.927946529500012 0.37977904855000005 43.89540535710001 47.709122305950011 0.53158588065000012 0.51675099550000014 0.38552737940000009 0.38906020780000011 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.39591628995000006 0.39408999735000005 43.631818398850008 36.728658719300007 0.39045238170000002 0.52770875125000016 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 -1 9 -8 13 -12 -13 -11 17 -16 -17 -10 -19 -20 -21 -22 23 24 27 26 -25 -23 -29 -24
right_child=1 2 3 4 5 -7 8 -9 14 10 11 12 -14 -15 15 16 -18 18 19 20 21 22 29 25 -26 -27 -28 28 -30 -31
leaf_value=0.00016122192428337983 -0.0019756543591953192 0.001306296866434509 -0.0021113585984322996 -0.002001996098258756 0.0010980781751240831 -0.0019700213437337036 0.00032289943166859971 0.0012505547965800479 0.00072400272444167555 -0.0026783654530158955 0.0016994988974030449 -0.0024880430806571798 0.0014830204538994029 -0.00044807469444472413 -0.0020583932104124032 -0.0025211008019832199 0.00015179759647039658 -0.00091286621559186871 0.00078462532441406251 -0.00091618438123852698 0.0010174026068421648 0.00048715856894258685 0.0005516515536682341 0.00075049285174795869 0.0013524510926118071 0.0015748683923399599 -0.0021396299958623345 -0.0023837751927130121 -0.00044791250123893509 9.7711196004941336e-05
leaf_weight=123.49474772272515 0.2956137780647613 0.38186326762661327 0.37086967710911245 0.14733452456130181 0.3972844434902072 0.11263186555515858 1.7415583953843441 2.8907667547464362 3.6248708125203839 0.99893732694908999 0.71494436450302634 0.86907677912313352 0.41991698316996917 0.70926154609333025 0.51810073691012748 0.23301484449075349 1.5691041770041918 1.9066858524456609 3.7669126503169528 2.7985256134270449 3.8235528618097296 2.2962367571890336 13.179277928546069 0.74447463953401838 2.4463643692433834 0.55914873466826964 2.8648351780720986 1.3718255985295402 1.8920276472344992 39.346669721970102
leaf_count=1640 433 11 58 138 10 283 22 30 20 35 6 62 9 22 201 54 73 18 27 34 21 13 61 15 17 26 115 68 31 481
internal_value=0.000139985 -0.000556312 -0.000258736 -0.000840018 -0.000122633 0.000420387 0.000145515 0.000186138 8.74327e-05 -0.00050525 -0.000893779 -0.000161935 -0.00119439 -0.00175233 0.000126404 -0.000610168 -0.000193809 0.000147602 0.000120466 0.000146704 0.000113012 0.000155044 0.000104083 -0.000359817 3.86729e-05 -0.00112521 -0.0015435 -0.000539372 -0.00126157 0.000211609
internal_weight=216.486 1.7056 1.40998 1.02812 0.657251 0.509916 214.781 126.386 88.3953 5.4537 3.71214 2.00394 1.28899 1.7082 82.9416 2.32022 1.80212 80.6214 76.9965 75.0899 71.3229 68.5244 64.7009 12.1749 8.00645 4.16846 3.60931 5.56009 3.26385 52.5259
internal_count=4034 933 500 489 431 293 3101 1670 1431 156 134 77 71 57 1275 328 127 947 927 909 882 848 827 285 129 156 130 112 99 542
is_linear=0
shrinkage=0.00196078


Tree=830
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 2 2 0 1 0 0 2 1 2 1 0 1 2 2 0 1 2 2 2 2 0 0 2 2
split_gain=0.0460648 0.556878 0.65402 0.353104 0.476906 0.33851 0.683786 1.15295 0.67464 0.784165 0.606864 0.402146 1.02642 0.912513 1.53887 0.941079 1.12606 0.622496 0.5029 0.397666 0.415173 0.347875 0.328492 0.291765 0.335328 0.3419 0.311626 1.52662 0.284775 0.397192
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.48386275860000011 0.5231430197000001 40.003678352300007 39.952536079750011 0.52770875125000016 0.39045238170000002 0.5398790455000001 0.48271009850000007 39.749124837650008 0.34524415440000006 39.458743938000005 0.34479506600000004 0.47817430615000006 0.35471991855000007 39.420767558750008 39.458743938000005 0.52812790035000023 0.39019789825000006 40.467253020850002 40.80591513400001 40.890797847750008 40.94178426300001 0.48200652675000005 0.4778150355000001 38.625745710700009 37.311503175250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 5 -5 11 7 8 9 -7 -8 13 18 15 17 16 -1 -15 21 20 -10 28 -3 26 -25 -26 27 -2 29 -13
right_child=23 2 -4 4 -6 6 10 -9 19 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.011845233583195443 0.091248638884444885 0.061440471592147231 -0.018202277461618475 0.011408694998496147 -0.063581412987001013 -0.018986558038564142 0.0018693917359331254 0.081236392322813225 0.084170179893332364 -0.12740951992339133 -0.11404319058772608 0.00090167677723581837 0.055798100200386037 0.094756285574187943 -0.085447491578319823 0.061837342946646973 -0.081273493141829162 -0.0259513986787588 -0.038863647344266873 -0.038861615761821636 0.00080640695416620391 0.045898706106434574 0.015261734188151042 0.032364841548901062 -0.054334917250314731 0.00040024938165051662 -0.010822119839230213 -0.14827642493001397 -0.025535178241341161 0.041592996448489877
leaf_weight=6.5078719851317128 0.40391283933422417 3.8361048890510556 2.4108374357383582 1.4788580723106854 1.9881887319061204 2.1802659186069024 0.76720146089792152 1.5028712227940548 0.62305604666471737 0.96111678797751654 1.0982703441768533 9.7364371868316173 4.865952410735189 0.83887664831763575 3.0205843381991144 2.6547634356543304 1.6223816424608228 0.87065485116818309 2.3484512493014327 2.4934503250578919 14.514907478031203 2.3863512428360982 2.5740621502045542 3.2574707760941228 1.1552241794488498 94.073423689773335 6.5941987739788601 0.77982204018189805 2.5677001499570897 3.183034621179103
leaf_count=196 66 32 36 9 36 15 7 6 4 57 53 99 42 20 24 41 12 33 26 61 610 24 23 37 16 2311 65 10 30 33
internal_value=0.000692657 0.00255459 0.0261982 -0.000502967 -0.0315946 0.00116199 -0.00821549 -0.00334514 -0.00946445 -0.0521589 -0.0663725 0.0067375 0.0145638 -0.00591765 -0.0425375 0.0101432 -0.00673649 0.0332805 0.00464175 -0.00185758 0.00423754 0.010358 0.042897 -0.000657086 0.000815459 -0.000263746 -0.0193028 -0.0665459 0.00488174 0.010927
internal_weight=183.296 77.0323 8.821 68.2112 3.46705 64.7442 24.1411 22.2757 20.7728 3.14138 1.86547 40.6031 25.0879 15.5151 4.73012 10.785 8.13025 1.70953 20.222 17.6314 15.138 17.8735 6.41017 106.264 98.4861 95.2286 7.77793 1.18373 15.4872 12.9195
internal_count=4034 1529 91 1438 45 1393 813 753 747 72 60 580 254 326 77 249 208 53 212 675 614 186 55 2505 2364 2327 141 76 162 132
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 1 2 0 1 2 0 0 1 1 1 1 2 2 1 2 2 2 0 0 2 2 1 1
split_gain=0.17211 1.04604 0.924138 0.858136 0.764522 1.36112 1.00734 0.431066 0.369882 0.904462 0.528159 1.11085 0.734062 0.552648 0.523704 0.455097 0.570541 0.362535 0.358252 0.607285 0.987077 0.587852 0.537849 0.720097 0.527798 1.07862 0.462058 0.957971 0.454649 0.359875
threshold=0.37286308795000006 0.50339810185000011 0.36575252235000005 0.5054040298000001 0.51401155655000019 40.040005255000004 43.832725745850006 0.4662734648500001 38.625745710700009 0.50278434775000014 0.35374689380000007 39.792680591700012 0.49094338495000006 0.49336846205000007 0.36533337325000009 0.35651627195000007 0.35807311160000005 0.37473428940000003 38.625745710700009 39.337369931850013 0.39072183470000005 38.400997490450003 39.792680591700012 40.003678352300007 0.5223196910500002 0.52432561900000019 40.280372415600006 40.377444152000002 0.43724738780000011 0.38052752915000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 17 -7 18 9 14 13 -12 15 -10 -1 -13 -17 -2 21 20 -20 -6 24 -24 -21 -26 28 -28 -25 -29
right_child=4 3 -4 -5 7 6 -8 -9 10 -11 11 12 -14 -15 -16 16 -18 -19 19 22 -22 -23 23 26 25 -27 27 29 -30 -31
leaf_value=0.00050333749936764963 0.00097232852719330296 0.0016237636410977706 -0.00098919633042204554 0.00019551930971820902 -6.9607116659464437e-06 -0.0026555638494368829 0.00065585711011379594 -0.0012994835141823756 0.00012433342532065997 0.0022658996186870777 -0.0026145838026808959 0.0020368643543846711 -0.0020266278539012002 0.00084308715891049757 -0.0007190417059782326 -0.0023340803173242707 0.0006408494670095843 -0.00045655742910304082 0.001600012683880139 -0.0014128130831640036 0.00021021226145539573 -0.0012847511609583042 0.001110989235947307 -0.00099933483217375932 0.0013409800275431141 -0.00073590148922817291 0.001484455693492148 -0.0011312074016598937 0.00056122122313119872 0.0001455028194459487
leaf_weight=9.5046520138275756 1.2737453337758773 3.4268107702955595 2.7170913906520573 3.0630783978849649 16.880866264811633 1.5723855698452101 0.45550130838091707 0.82105513831220278 95.266099453201605 1.0127508640289313 0.82321243640035335 0.57132685463875565 0.53558785468339909 4.2984717804938546 1.5701158493757255 0.32116867043077935 1.0857382872491141 1.4711535623864618 2.9572986066341382 1.5587808974087227 5.8539129986893386 1.5078761017648492 3.0616962956264606 2.5148480217903848 1.3971725925803182 3.0824435676331632 2.0749882236123076 0.86854735715314646 1.004427144071087 37.411576816894012
leaf_count=282 20 35 32 30 339 50 49 757 1112 3 17 4 7 42 11 6 103 25 13 17 66 24 23 26 6 63 13 17 40 802
internal_value=0.000136656 0.000183308 0.000141054 0.000949665 6.91023e-05 -0.000693514 -0.00191176 0.000114041 0.000167761 0.000492232 0.000129646 -0.000637668 9.722e-06 0.000155364 0.000330036 0.000561044 -3.82674e-05 0.000206504 0.000128516 0.000200022 0.00067667 -0.000111739 0.000120741 0.000191606 -0.000430091 -8.81313e-05 0.000127449 0.000186871 -0.000553941 0.000116535
internal_weight=209.964 124.196 117.706 6.48989 85.7683 4.77279 2.02789 80.9955 114.989 12.0875 102.902 3.33703 2.51382 99.5646 11.0748 1.97823 1.40691 2.7449 80.1744 61.7857 8.81121 18.3887 52.9745 46.9361 6.0384 4.47962 43.8744 40.3551 3.51928 38.2801
internal_count=4034 1684 1619 65 2350 144 99 2206 1587 296 1291 137 120 1154 293 113 109 45 1449 1086 79 363 1007 921 86 69 898 832 66 819
is_linear=0
shrinkage=0.00196078


Tree=832
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 2 2 1 1 1 2 0 1 2 2 0 2 2 1 2 1 2 2 1 1 2 1 0 2
split_gain=0.0507366 0.165766 0.0444064 0.196973 0.511226 0.191891 0.112916 0.0960107 0.0757059 0.232197 0.154087 0.638793 0.183002 0.264506 0.141458 0.65985 0.102494 0.286436 0.204023 0.116644 0.129164 0.127575 0.940965 1.30948 0.668452 0.328731 0.425602 0.229851 0.190571 0.471887
threshold=0.39498817400000003 0.37331217625000007 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 49.835088602800006 50.448116877400004 0.32388251845000005 0.31761025120000003 0.34219035360000005 35.171584490050009 0.45994131915000008 0.32822370590000005 48.457543166250012 48.226196960950006 0.46898296455000005 43.572676689450006 38.334060527150008 0.34467530910000005 39.861052345600008 0.34515433670000012 42.233786329550007 41.436838994450007 0.34488488370000009 0.34527409360000011 42.198888176300009 0.3453339720000001 0.47943175355000006 42.456897412850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 -5 -6 -7 -8 9 14 11 -10 13 -13 15 -4 17 18 -12 20 -18 22 23 24 -21 26 -23 -27 29 -29
right_child=2 -3 3 4 5 6 7 -9 10 -11 16 12 -14 -15 -16 -17 19 -19 -20 21 -22 25 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.014833595699306028 0.011650918203177076 -0.10300928994842656 -0.10450053011352965 -0.1233195250679418 0.099487588764034962 -0.10300564831472594 0.047608737430127661 -0.10063061167325814 0.075587469337042579 0.042411396227371903 -0.02097212408153051 -0.10813187403490856 -0.11687443752114837 0.038438091764594687 -0.024056894148025164 0.10790196595489088 0.028851603838798551 0.058958370996115117 -0.10864730311883329 0.018514548145704197 0.0030938264553161555 0.037199028028107942 0.045493625727394932 -0.073153999579631507 -0.031192975546832542 -0.029700875114553223 -0.011350773354917529 0.025624166874985723 -0.00026999827205300943 -0.022034208522444337
leaf_weight=0.30702725471928616 3.7235670573136295 0.19529823115408362 0.22722444300597988 0.44707525521516689 0.19657897762954235 0.11895291515929785 0.1986487127833243 0.056009964202303308 0.39275770377571362 1.6943862750194965 1.0328763015436369 0.23533081565983571 0.5097391404415248 0.25823104567825794 1.4910509288311002 0.41047501564025879 3.0841304622590524 0.33947936113690946 0.35720565156589135 6.6982207372784632 5.2792889168485999 5.4113928284496051 2.7970539398957035 3.3067265171557656 4.5383910834789276 2.5083046228974117 2.7098198560997844 8.1633619047861412 123.41450366151707 2.7868443888146421
leaf_count=15 63 158 60 13 5 36 23 191 40 28 71 27 36 14 7 2 24 59 106 33 38 40 47 32 27 38 35 80 2591 95
internal_value=0.000755041 -0.0309823 0.00084245 0.000617189 -0.0432607 0.0195118 -0.0225682 0.0150048 0.000868449 0.0147882 0.000562294 -0.0325264 -0.0748493 -0.0314466 -0.00719862 0.0322189 0.000830196 -0.0233908 -0.0435018 0.00107561 0.0125924 0.000482271 -0.00762402 -0.0178399 -0.00156198 0.00145173 0.0209993 0.000291898 0.000851799 0.013495
internal_weight=182.89 0.502325 182.388 178.664 1.01727 0.570191 0.373612 0.254659 177.647 3.82314 173.824 1.39606 1.0033 0.493562 2.12875 0.637699 172.428 1.72956 1.39008 170.698 8.36342 162.335 17.3404 14.5433 11.2366 144.994 8.12121 136.873 134.365 10.9502
internal_count=4034 173 3861 3798 268 255 250 214 3530 97 3433 117 77 41 69 62 3316 236 177 3080 62 3018 139 92 60 2879 75 2804 2766 175
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 1 2 1 0 2 2 0 0 1 2 1 1 1 0 2 0 1 0 1 2 2 2 1 0
split_gain=0.0568572 0.542433 0.477279 0.272681 0.225122 0.296814 0.393397 1.06212 0.307223 0.196526 0.356005 0.429239 0.193128 0.26963 0.910248 0.824356 1.00537 0.431073 0.7027 0.752273 0.52528 0.520741 0.470923 0.24138 0.532699 0.237857 0.280224 0.717722 0.472762 1.10778
threshold=0.48597347385000006 0.34587287805000005 42.388109226950007 0.34641178410000012 0.49053920540000012 0.49336846205000007 0.35862698720000002 41.975471476700008 0.36359689830000008 0.48351845755000006 41.872294782850005 40.636252116050009 0.49830843385000007 0.50278434775000014 0.36575252235000005 35.509685375550013 0.36575252235000005 0.36945001650000003 0.37078231190000005 0.51401155655000019 41.898943182100005 0.51191581090000016 0.37413550490000008 0.51675099550000014 0.38552737940000009 33.151194885250007 38.625745710700009 38.478081868400004 0.38906020780000011 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -3 -5 -6 7 -7 -8 -1 11 -11 -10 15 -15 -14 -17 -16 -19 20 21 -20 -22 -21 -25 -26 27 -27 -28 -30
right_child=1 3 -4 4 5 6 8 -9 12 10 -12 -13 13 14 17 16 -18 18 19 23 22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=0.00027644383039268205 0.062611836246657157 -0.041564341135504605 -0.003593257206507704 0.027963110761032025 -0.035512444645942901 0.10328552105179843 -0.045277899678813079 -0.0033339277637147412 0.041616321381939783 -0.0064482774459965302 0.0094416884288091099 -0.069295503077079199 0.031998014148166991 0.083731388318943875 -0.076874018401579022 -0.11070502308090394 -0.00066132340020663011 0.054343352880640884 -0.12119349308115579 0.027942022355263441 0.06647533869682995 -0.024605985011046945 -0.05128130890844923 -0.053371411031234973 0.061698570096339403 -0.0067129648163486337 0.057954725289196186 -0.11812230080479598 -0.073798752948561128 0.0057972621950657874
leaf_weight=74.995787894643854 2.717182330787181 1.5038917958736409 1.8171028699725864 3.0759211646509348 2.237790973391383 1.3766506514511991 1.4813259653747071 2.9079468436539173 1.1360215021868487 2.3895226027816525 3.0544458702206612 1.9932733336463568 1.8268176640849549 1.3257793188095082 0.71976473927497764 1.5445275008678438 1.7951850858626128 2.3805215768516055 1.1730797702039122 3.2787234463903578 0.63476600835565455 1.0648972201743163 0.73036545051127177 1.8090295703732397 0.65312709647946476 12.96503894670877 1.6036595781333733 0.60524053710833037 1.8181299901734735 45.671298964332209
leaf_count=1327 35 8 14 37 20 40 20 31 23 14 26 32 18 5 4 14 31 30 45 28 8 10 34 32 121 432 17 26 33 1519
internal_value=0.000682609 0.00228727 0.0360803 0.000679758 0.00135694 0.000455039 0.00136449 0.0309231 -0.000139326 -0.00126117 -0.0167662 -0.0350309 0.000668846 9.87823e-05 0.00159329 -0.0220108 -0.0515536 0.000143406 0.000888614 -0.000878569 -0.0454136 -0.0752342 0.0034738 0.00146726 0.000134398 0.00166312 0.00103739 -0.0116819 0.00455324 0.00274993
internal_weight=182.287 99.8538 4.53429 95.3195 93.8156 90.7397 88.5019 4.2846 84.2173 82.433 7.43724 4.3828 82.736 81.6 76.4334 5.16653 3.33971 75.1076 74.3879 72.0074 3.60311 2.23798 1.36513 68.4042 65.1255 63.3165 62.6634 13.5703 49.0931 47.4894
internal_count=4034 2635 49 2586 2578 2541 2521 71 2450 1399 72 46 2430 2407 2344 63 45 2339 2335 2305 97 55 42 2208 2180 2148 2027 458 1569 1552
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 0 2 0 2 2 2 1 0 2 2 1 1 1 0 2 1 0 2 1 0 1 2 1
split_gain=0.205343 0.27896 0.260693 0.546271 0.26675 0.378933 0.253147 0.413243 0.366727 0.894003 0.861001 0.374983 0.675887 0.372398 0.519107 0.337426 0.245322 0.234435 0.227381 0.232232 1.1189 0.942804 0.548989 0.723957 1.59602 0.501169 0.473712 1.04247 0.567303 2.34902
threshold=0.47736594710000008 0.34467530910000005 0.34551360740000009 42.686561923500008 42.719328117250008 0.35807311160000005 0.34536391125000004 0.47676716265000008 39.952536079750011 0.47464147780000004 41.32819714970001 38.969453495950006 38.121007182500009 0.34398670700000006 0.46989611090000011 35.171584490050009 33.151194885250007 0.31100865245000009 0.3447052483500001 0.38370108680000009 0.52005927965000021 34.41230404325001 0.37977904855000005 0.5098649741000002 39.861052345600008 0.4662734648500001 0.50339810185000011 0.37078231190000005 38.625745710700009 0.35651627195000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 8 9 11 -10 12 13 14 15 16 17 -1 -3 22 21 -21 23 26 -25 -22 28 -28 -20 -30
right_child=1 18 3 4 5 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 25 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0020189640365621919 0.00054294921640929146 -0.00075856229837327938 -0.0021666756341425807 0.0020361309459351615 -0.0020417604802898059 0.00063089973592176415 0.00077069694846410952 -0.00062887571414929589 -0.0018530274984309189 0.0022979426358091938 2.4427690169898207e-05 0.00087213529710171152 -0.002473014264410964 -0.0013603409520333443 0.0022026897032041254 -0.00044781989770260059 0.0017695295865683028 -0.002047241925330158 0.0005889754997316978 0.00032830722269872059 0.00010210087183468744 -0.0023634498194951728 0.0009278994519855713 0.0004545866181603263 -0.0020866561631763471 -0.0014449947600569297 0.0012306461963468281 -0.00043848191727258098 0.00017143155466533907 -0.0014890915551862567
leaf_weight=0.084629796445384264 6.2469235723838201 1.1216013729572285 0.67330107270754425 0.21552225947380044 0.33271715862792917 0.52701468008308439 1.5432248327415425 3.9211333442945024 1.0290872565528832 0.86143335327506054 10.742949054176277 1.9520487501285968 0.43822268838994194 0.5666613614430388 0.49808385036885727 1.8236664794967508 0.57169375382363796 0.15318764059338719 10.304940308909861 0.80038120225071852 74.562012774360483 1.3342330908926667 3.7130533625604576 2.1399055719375606 1.7090393197722731 0.81381191610239412 4.5184426466003051 2.1106137558817863 76.188768526539207 3.4224716955795875
leaf_count=1 36 12 76 2 32 79 20 40 105 5 328 16 13 40 5 59 14 62 86 6 1378 82 30 18 39 757 49 35 549 60
internal_value=0.000113052 0.000135504 -5.05562e-05 -0.00078169 8.55577e-05 -0.000403423 2.30193e-06 -5.00682e-05 7.11593e-05 0.000428328 -0.000139696 0.000163792 -0.00017051 0.000102349 0.000367051 1.98267e-05 0.00107334 -0.00060024 0.000121576 0.000127011 4.57522e-05 -0.00135417 0.000187511 0.000160128 -0.000673796 8.53973e-05 0.000193373 0.000699215 0.00015608 0.000100046
internal_weight=214.921 188.986 25.9346 1.74856 1.07525 0.859732 24.186 22.6428 18.7217 6.94963 11.772 6.08819 4.13615 3.69792 3.13126 2.63318 0.809511 0.237817 182.739 181.618 77.5104 2.13461 104.107 100.394 3.84894 75.3758 96.5452 6.62906 89.9162 79.6112
internal_count=4034 3137 897 189 113 111 708 688 648 215 433 210 194 181 141 136 77 63 3101 3089 2223 88 866 836 57 2135 779 84 695 609
is_linear=0
shrinkage=0.00196078


Tree=835
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 1 2 2 0 1 0 2 2 1 1 0 0 1 0 1 0 2 1 2 0 0 1 2 1 1
split_gain=0.348004 0.723022 1.03353 0.903745 0.454572 0.436765 0.383187 0.834884 0.300041 0.356414 0.414751 0.415357 0.891221 0.641758 0.618517 0.968411 0.40027 0.328094 1.04413 1.02537 0.673129 0.588401 0.706878 1.1198 0.532944 0.51204 0.601534 0.500842 1.30854 1.91013
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.39091643965000006 0.39045238170000002 0.4662734648500001 42.310579034350006 42.360359531950003 0.47883296910000012 0.35275889945000011 0.4784437592000001 41.942745071500006 42.434124620650003 0.34569324270000007 0.34542378970000004 0.47676716265000008 0.47721625100000004 0.37078231190000005 0.50339810185000011 0.36533337325000009 0.5054040298000001 36.79544512155001 0.35374689380000007 38.625745710700009 0.51401155655000019 0.5054040298000001 0.37668033890000002 41.257403903850005 0.34569324270000007 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=4 2 -2 -4 8 -3 -5 -8 9 10 11 -1 -13 14 15 -14 -11 18 19 21 -20 -10 27 -24 25 -19 -27 -23 29 -29
right_child=1 5 3 6 -6 -7 7 -9 17 16 -12 12 13 -15 -16 -17 -18 24 20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00022063721507127994 -0.0027187295912083171 9.2932537365179518e-05 0.0020606987873879809 -0.0020761063462813104 0.00095776988443125417 -0.00137436345438076 0.0020968330032254999 -0.0020502587391622766 0.0012510599330916459 -0.00034148138347171291 -0.00069690111321660643 -0.002342627716182444 7.824204307185732e-05 -0.0014322362423261042 0.0013538045013273511 -0.0021403739584767278 0.0018666853937482281 0.00012879034316658276 0.0018191974344048858 -0.00069617907076683153 0.00048394735600463005 0.0005442498746006197 0.00039022725571374449 -0.0013812365881562963 0.00020671682122728961 -0.0021484921197899658 -0.00033085294779664089 0.00012226311009688528 0.00049699017032060896 -0.0013921795092073611
leaf_weight=24.008743567905185 0.87316410982748438 55.411494651533758 0.52029332518577565 0.64449510030681245 2.9951441884040824 0.79109515607751646 0.36694979667663574 0.37982178825768642 2.3696812931448212 0.50553240351291495 2.9466395475901654 0.71455105986387835 9.0780852867173927 1.2342186500027299 1.2563983782893036 0.82516025984659869 0.84007713943719864 2.6076403455808785 2.6756263114511958 4.2882504095323375 3.172859188169241 23.560680599883199 3.0161493793129912 2.5167163126170635 15.727940602868328 1.1779037042870188 1.7253739405423401 16.003912455402318 24.203936614096165 4.0028306869789949
leaf_count=442 44 1139 4 44 15 757 2 128 25 126 29 57 261 42 26 30 10 27 31 39 24 152 24 35 135 44 22 102 173 45
internal_value=0.000151724 2.39578e-05 -0.000951286 -0.000143952 0.000201486 7.22792e-05 -0.000968427 -1.24543e-05 0.000186228 4.44988e-05 1.11607e-05 6.7372e-05 -0.000213341 -9.05802e-05 5.78024e-05 -0.000106618 0.0010371 0.000241053 0.000295057 0.000236563 0.00109481 0.000289419 0.000258332 -0.000415553 2.28594e-05 -0.000501862 -0.0010683 0.000313348 0.000190297 -0.000180738
internal_weight=210.441 58.9873 2.78472 1.91156 151.454 56.2026 1.39127 0.746772 148.459 41.4094 40.0638 37.1172 13.1084 12.3939 11.1596 9.90325 1.34561 107.05 85.8106 79.9622 5.84849 75.6739 73.3042 5.53287 21.2389 5.51092 2.90328 67.7714 44.2107 20.0067
internal_count=4034 2118 222 178 1916 1896 174 130 1901 1023 887 858 416 359 317 291 136 878 650 595 55 556 531 59 228 93 66 472 320 147
is_linear=0
shrinkage=0.00196078


Tree=836
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 2 1 0 1 1 0 0 1 1 2 0 0 1 0 2 2 1 1 2 0 0 0 2 0
split_gain=0.0517458 0.365464 0.655931 0.553847 0.305374 0.211252 0.208767 0.191828 0.175406 0.172207 0.139338 0.123823 0.0595892 0.70097 1.35322 0.619857 0.436471 0.449089 0.314486 2.07607 0.768219 1.39836 0.7354 0.321964 0.862482 1.49512 2.29862 0.834954 0.674206 0.541878
threshold=33.96174662340001 0.38906020780000011 0.38552737940000009 0.38052752915000004 0.52453519355000011 0.4349121284000001 34.466665687600006 0.36575252235000005 0.49830843385000007 0.43563066975000003 0.33992994225000006 0.42314601355000009 0.4815274992000001 0.3453339720000001 0.34545372890000009 41.50623664750001 0.48244064550000004 0.48271009850000007 0.3453339720000001 0.48098859315000003 40.280372415600006 39.458743938000005 0.3453938505000001 0.34560342505000002 42.141702038450013 0.48119816770000007 0.47916230050000003 0.47997065955000012 43.426640904350009 0.48098859315000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -3 -6 -2 8 10 -7 11 -1 18 15 -15 -14 -16 -18 19 -8 21 -20 -22 27 29 26 28 -24 -26 -25
right_child=6 4 -4 -5 5 9 12 -9 -10 -11 -12 -13 13 14 16 -17 17 -19 20 -21 22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10395272451245108 0.049508648507375873 0.10943917989888266 -0.19622807068959391 0.10241197435635596 -0.10805490487496978 0.10519644387562872 -0.0037117195026423462 -0.11952630554771485 0.10169654535442044 -0.10217612405315241 -0.1105266869769746 0.083198219488736555 0.052304579727153612 -0.12567540427132837 -0.037184666312442848 0.0040107261670244932 0.06228588259954624 0.0010298422059964224 0.032117144259020673 -0.15293998229544389 0.057014146052070572 -0.093432260112720683 -0.048777177274133041 0.063278337567741774 -0.065916513593451909 0.10882250920549462 -0.15854348873268703 0.03178684377416572 0.04426502037773325 0.0076224377521444458
leaf_weight=0.054009470680283611 0.88370920566785471 0.34701615571975697 0.23960820958018292 0.29811975732445717 0.15916836257383693 0.14199857413768768 35.201000087445209 0.30679287831299007 0.097745578736066818 0.055773913662619634 0.17982965601459 0.10233933303970844 4.978512551635502 0.85442362725734611 2.962663410944514 5.7012391425669193 1.2107700388878573 103.98999929516799 1.6442338447031972 0.9576287642121305 3.4124852967215729 1.9266267063212579 3.0158681594184626 3.7551573163145786 0.81576316339123955 0.76481350325047959 1.2029902366921303 2.24328029807657 1.7397785898647269 3.2750625014305115
leaf_count=56 49 2 3 6 23 1 715 8 2 122 31 5 30 16 17 40 52 2469 30 8 28 17 44 54 57 3 15 19 98 14
internal_value=0.000846889 -0.0152214 -0.0470824 -0.0126818 0.0426407 -0.0223004 0.00102333 -0.0590042 -0.0162138 0.0467152 -0.0504969 0.0185484 0.000784831 0.00207378 -0.000321402 0.0265236 0.000668817 0.00173485 -0.00178852 -0.0076639 0.00713925 -0.0356219 0.014689 0.00609819 0.0154347 -0.0186274 -0.0445619 -0.0144127 0.0090936 0.0373508
internal_weight=182.518 1.9824 1.27844 1.03884 0.703957 0.356941 180.536 0.740717 0.433924 0.197772 0.336178 0.156349 179.652 119.698 109.018 10.6798 108.163 105.201 59.9547 36.1586 23.7961 3.57086 20.2252 16.8127 11.5536 4.52335 3.75853 5.25915 2.55554 7.03022
internal_count=4034 259 111 108 148 146 3775 102 94 123 92 61 3726 2624 2554 70 2538 2521 1102 723 379 47 332 304 241 173 170 63 155 68
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 2 1 1 1 1 2 0 2 2 0 1 1 0 2 2 1 2 1 1 2 0 1 1 0
split_gain=0.306571 0.868287 1.29538 1.13075 0.463569 1.17022 0.892628 0.62706 0.895455 1.42074 0.883916 1.42673 0.800168 1.04565 0.650158 0.579534 1.31736 1.0474 1.02071 0.545579 0.541008 1.07413 0.850577 0.643859 2.44201 0.540502 0.438958 1.35478 0.650268 1.21187
threshold=0.39072183470000005 0.52688542260000015 39.110279783550006 0.52432561900000019 40.563919884450009 40.316494640950005 40.94178426300001 0.34569324270000007 0.34545372890000009 0.34542378970000004 0.37286308795000006 42.660927378600007 0.4784437592000001 42.47354681640001 42.977735738100002 0.48597347385000006 0.34554354660000003 0.34545372890000009 0.4778150355000001 40.206947806850003 42.779078631750004 0.34614233110000009 43.120094701700005 0.35374689380000007 0.37003383130000006 40.984321400500008 0.5231430197000001 0.39045238170000002 0.38906020780000011 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 19 15 8 9 25 20 -12 -10 -14 -13 16 17 18 -6 26 23 -22 -23 -9 -25 -8 27 28 29 -1
right_child=1 -3 3 -5 6 -7 7 10 12 -11 11 14 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00023616010532109629 -0.0027908210829669603 8.1941771289816283e-05 0.00091059716534856304 -0.0020583633238776527 0.00084917549660081394 0.0010542374731112377 0.0014713481917796639 0.00072248353976425608 0.00027682471899628596 0.0018992698497474895 -0.0020217702406835282 0.001979002472669837 -0.0019688726426740693 -0.00014323297901360882 -0.00023367975336726596 0.00028276784902483076 -0.0030728767748994397 0.00088815670977692167 -0.0022231154188585233 -0.0005809515447516378 -0.0015950291126933629 -0.00077951026100299262 0.0007419703035206214 -0.0018988475376884588 0.0018458822144054032 8.9622047855527494e-06 -0.00032198521103468105 0.0017681169728864018 -0.00063370314168527582 0.0017761120471469229
leaf_weight=39.250106770079583 1.0202702423775911 57.643473484212791 1.4287421120152433 0.75319347684489901 0.58437793518532988 7.3981434356537639 0.99711527675390144 21.244709474965934 2.5046822582371524 1.6581949200481165 1.5130197426769871 0.70820505917072329 2.5022733546793461 2.3287211814895272 1.8293468323827253 1.9208215391263364 0.93433835729956616 1.3598767966032026 1.4408530332148073 3.0630402844399205 1.3189379292307402 1.9362629200040826 5.2240932283748407 1.5572178670263377 1.1745013706386087 38.125819137116196 4.3868297832086673 2.3793634772300711 2.9897890426218501 2.0682548061013213
leaf_count=505 44 1896 96 82 71 52 5 182 33 23 22 3 26 23 58 12 9 4 10 24 28 27 123 42 10 545 28 9 27 15
internal_value=0.000144395 2.67345e-05 -0.000967061 -0.000114273 0.000191372 0.000322782 0.000102377 0.000155152 8.13241e-06 0.00012158 0.00034893 -0.000514722 -0.000622553 -0.00108885 0.000383857 -0.000613294 -0.00101177 -0.000442869 -0.00133661 0.000222825 0.000456717 3.10215e-05 0.00033054 0.000607264 -0.000288803 4.62336e-05 0.000271029 0.000326749 0.000249347 0.000313245
internal_weight=213.245 60.8457 3.20221 2.18194 152.399 61.5355 90.8634 84.6231 48.1168 40.7811 36.5063 4.05057 7.33568 4.83099 2.53755 6.24027 4.31945 3.38511 2.02523 54.1374 32.4557 8.47929 7.16036 23.9764 2.73172 39.1229 51.0743 46.6875 44.3082 41.3184
internal_count=4034 2118 222 178 1916 660 1256 1150 655 573 495 83 82 49 61 106 94 85 81 608 412 178 150 234 52 550 584 556 547 520
is_linear=0
shrinkage=0.00196078


Tree=838
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 2 1 2 2 0 2 0 0 2 2 2 2 2 1 0 1 2 2 2 1 2 2 1 1
split_gain=0.0498613 0.245702 0.173693 0.903263 1.09677 1.77156 0.460825 0.442292 0.356325 0.768879 1.86584 0.268394 1.019 1.15743 0.794263 1.10558 0.555053 0.432135 0.243329 0.532588 1.31266 1.05371 0.944195 0.532984 0.50282 1.16509 0.676545 0.386771 0.401143 0.290932
threshold=41.218101594450012 41.147265497500008 0.34569324270000007 0.34545372890000009 0.4784437592000001 42.47354681640001 41.243661560350013 0.3459626957000001 41.741384785950011 42.198888176300009 0.48244064550000004 42.824128352900011 0.47997065955000012 0.45994131915000008 41.872294782850005 42.094663496250007 42.522337019050006 41.535369675400013 41.872294782850005 0.4019490434500001 0.52688542260000015 0.34623214870000002 41.571132012400007 41.436838994450007 42.094663496250007 0.34614233110000009 42.198888176300009 42.006870117350005 0.34674111555000003 0.41615520495000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 -6 -4 8 -8 -10 -11 14 13 -13 17 -16 -17 -2 19 20 21 -9 -21 -23 27 -26 -27 28 -20 -30
right_child=2 -3 6 4 5 -7 7 18 9 10 -12 12 -14 -15 15 16 -18 -19 24 22 -22 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0017481202276286888 -0.007092339177088923 0.038647872334383299 0.094255930421192055 0.015977453416563109 -0.1494677604441865 -0.012233870355740603 -0.0069669023470148809 0.019727346422368203 0.074444480332687454 -0.10573585460452442 0.071855476686316366 0.0034845409434512567 0.047226845977915009 -0.1147445479054009 -0.13749969589002592 0.011988302508941879 -0.051782532127303188 0.030987722948063512 0.03902502648628229 -0.13401301959270026 0.081117853532368153 -0.14641442244140121 0.0020650229170041815 -0.042249811252204894 -0.13233743079471263 -0.14648370202322136 0.00076461178910311163 0.04885973775854785 -0.063635884053764455 0.023885283261786492
leaf_weight=95.034225330610695 7.6588373634003819 1.839449833089019 0.54901290547422732 2.1109489753143853 1.7086310992017391 2.0928572444245219 2.5229794755578032 2.1265989802777758 2.8061283007264137 1.0165078892023305 1.4153080284595487 7.1520619159618928 4.9989628102630368 0.93644881062209595 0.9127009344920215 2.8446514057650347 2.623735965542437 4.8781295202497859 1.4455634728074103 0.961611344435369 1.4142596777528522 0.76766396593302522 1.0854886616652946 1.3640580766077617 0.69690802518744277 0.31619563325512245 23.683629101436054 3.5174764984403737 1.0831426024378741 0.58491088621667575
leaf_count=1801 62 31 14 32 25 23 13 25 10 33 54 182 30 71 37 59 48 43 6 39 11 24 62 31 14 15 1144 35 29 31
internal_value=0.000896472 0.00244878 -0.000866962 -0.00591068 -0.0418206 -0.0739155 0.00317142 0.0021031 0.0239069 0.038778 -0.00237835 0.00072301 0.0117329 -0.0102035 -0.00689364 -0.0356142 -0.018609 0.0077246 -0.00223054 -0.018133 -0.0023542 -0.0300767 -0.0618567 -0.079761 0.0016881 -0.00487659 -0.00117537 0.0261375 0.000468002 -0.0329462
internal_weight=182.149 96.8737 85.2754 37.918 5.91244 3.80149 47.3574 46.8084 7.76092 5.23794 2.43182 32.0055 13.0875 8.08851 18.9181 6.38109 5.46839 12.537 39.0475 7.71968 5.67258 4.25832 2.0471 2.13172 31.3278 24.6967 23.9998 6.63109 3.11362 1.66805
internal_count=4034 1832 2202 612 80 48 1590 1576 110 97 87 532 283 253 249 144 107 105 1466 192 91 80 101 55 1274 1173 1159 101 66 60
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 1 0 2 2 0 2 0 1 1 0 2 2 1 2 1 1 1 2 2 2 1 1 0 2 1
split_gain=0.0475606 0.229921 0.144217 0.12432 0.086881 0.245998 0.0810986 0.316233 0.318697 0.109449 1.15145 0.159256 0.260691 0.271205 0.178277 0.228508 0.824843 0.884951 0.350645 0.23738 0.104261 0.471955 0.678832 0.380255 0.75586 0.705535 1.19417 0.291735 0.566858 0.180375
threshold=0.5718990449500001 40.00488309970001 40.040005255000004 0.59897907245000015 41.257403903850005 0.4591329601000001 0.5654770815500002 42.558389508100007 40.280372415600006 0.56341127510000011 39.051326806600009 0.56294721715000018 0.45036076765000005 0.44805544745000009 0.54646567465000018 42.094663496250007 41.827117825850003 0.42473279245000012 43.487767439550005 0.42209814075000007 0.41714319930000004 0.40509266190000009 40.206947806850003 40.664404858950007 40.040005255000004 0.42114008565000011 0.42473279245000012 0.54300769440000007 42.686561923500008 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=6 -2 -3 4 -4 -6 9 8 -8 11 -11 12 13 14 20 16 17 19 -17 -16 21 29 -23 24 -22 -25 -27 28 -28 -1
right_child=1 2 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 18 -18 -19 -20 -21 23 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.00034287718102429977 -0.1031791895222979 0.10430054524109972 0.014130445704331205 -0.10078992747496891 -0.10444718063212644 0.02986900298156054 0.0036474954708211856 -0.019486969556323314 0.063050402280047851 0.046235390433264495 -0.10355841309594493 0.034660572309762522 -0.041310450329572181 0.047154794902401848 -0.023704569343275025 -0.11113757886685045 0.079716742117844602 -0.11295723534409026 0.024299486102825636 0.041170615406026435 0.017788143897135081 -0.0094920733413770258 -0.12268090083917021 0.065898542448301553 -0.045649876840721283 -0.13321451687509661 0.064254946443229974 0.084848010779601801 -0.11782267484078109 0.015740489351146116
leaf_weight=138.07727616375223 0.25456329972280345 0.11954465508460987 1.135694133758079 0.13672230726569967 0.26145439834340312 0.28498232555557479 2.0188665609603045 1.9699197806185109 1.6342469369992612 1.1221717047592386 0.94556784225278523 1.384385353536344 1.4709256671776518 1.262009203317574 1.4371007820009252 0.5627543139271437 0.84767217002809037 0.93962497022585001 0.28949383962026332 0.92835754062980402 5.7838731003575941 1.8554372665766998 0.74164139575805155 2.6971779352024887 2.781411848613061 0.58096014568582166 0.43812871501722817 0.67220265790820122 0.28042719304903585 8.0516471752780472
leaf_count=2259 393 1 25 403 58 97 47 83 29 15 32 15 35 10 48 23 7 67 45 8 47 26 56 19 17 10 9 6 82 62
internal_value=0.000808743 -0.0138285 -0.00209443 -0.00908727 -0.00163374 -0.0343975 0.000988295 0.0128073 0.0302218 0.000604473 -0.0222646 0.000880874 0.000605302 0.0009718 0.000622725 -0.0179655 -0.00828572 -0.0308562 -0.065132 0.00175661 0.00119715 0.000440294 -0.0418151 0.0097027 -0.00281214 0.0326617 -0.0128041 0.0374949 -0.00680357 0.00119128
internal_weight=180.966 2.19296 1.9384 1.81885 1.68213 0.546437 178.773 5.62303 3.65311 173.15 2.06774 171.083 169.698 168.227 166.965 5.005 4.15276 3.30508 0.852248 2.36546 161.96 148.726 2.59708 13.2342 8.56528 4.6689 1.97172 1.39076 0.718556 146.129
internal_count=4034 977 584 583 180 155 3057 159 76 2898 47 2851 2836 2801 2791 198 130 123 68 56 2593 2403 82 190 64 126 107 97 91 2321
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 0 0 0 0 0 2 1 2 2 0 1 0 0 2 2 0 2 1 1 0 0 0 0
split_gain=0.0490182 0.491366 0.508397 0.361303 0.31286 0.573125 0.958261 0.584419 0.772067 0.545627 0.366374 1.17045 0.621365 1.08809 0.594851 0.543514 0.372197 0.681895 0.447633 0.446814 0.40852 0.358655 0.95616 0.358618 0.33972 0.712225 0.390554 0.774149 0.411228 1.10118
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.5231430197000001 40.003678352300007 39.952536079750011 0.52770875125000016 0.52404119640000013 0.5398790455000001 0.4815274992000001 0.47997065955000012 39.577821550850011 0.34479506600000004 39.861052345600008 39.011793722550003 0.5223196910500002 0.38906020780000011 0.51505942935000004 0.50086823750000009 36.893814626400008 39.458743938000005 0.54136103710000005 39.110279783550006 0.39091643965000006 0.39408999735000005 0.52925062125000011 0.53544804050000006 0.54228915300000013 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 7 8 -6 -7 11 12 13 15 16 -1 17 18 19 -12 -21 23 -23 24 -9 -26 -27 -28 -29 -30
right_child=-2 2 -4 -5 5 9 -8 21 -10 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 26 27 28 29 -31
leaf_value=0.010785863826952173 -0.00067951123151058842 0.040281305513985989 -0.013541776127615585 -0.032005856998905818 -0.015123904800056388 0.0019576523356141873 0.076733758235905225 0.052794916733233159 -0.12309022734582778 -0.10886857692558116 0.016914062938106628 -0.084780377856316327 -0.028289423080756184 0.071355677596419226 0.048209794716539071 -0.064942289128408312 0.038744217684127523 -0.048452135748349612 0.044656455256768951 0.0056944396014628369 -0.049014182033071653 0.0088806318166747469 -0.12108294422066715 0.048749784321677814 -0.11792181988374635 0.061330836889380763 -0.10883045378108165 0.022948560271416535 -0.14186025887719159 -0.001546212556335892
leaf_weight=4.4951003171345274 104.30707295478351 6.2141181388869864 2.4456376925227232 3.396975098818074 2.1330208672443507 0.77488314919173618 1.4065643101930607 1.0775967128574873 0.96062527742469672 1.0410649898331028 7.6271836208179717 1.6663639526814211 3.944358151376945 2.7563394976123163 4.2400708361528805 1.2009696867316959 3.1934396959841242 2.3577610603242638 2.906163463369011 2.8462795605883002 2.6224948582239449 1.612887256778776 0.87222767507046217 1.6178378103431885 0.5412624329328527 0.937144810333847 0.6853868366451924 4.6481288867071253 0.62974652089178551 5.0010096991642854
leaf_count=175 2505 55 36 45 16 7 6 5 56 53 86 14 33 84 39 14 19 34 27 23 32 10 51 42 8 10 34 30 8 477
internal_value=0.000727113 0.0026614 0.0250809 -0.000228002 0.00146409 -0.00757181 -0.00313886 -0.00856178 -0.0486491 -0.0615779 0.00689141 -0.00609312 0.00448397 0.0197778 0.0139709 -0.0051808 0.00723521 0.00175467 0.00915217 0.00127331 -0.0205405 -0.0015247 -0.0367341 0.00425538 -0.00106883 -0.00573369 -0.000631509 -0.00592759 0.000933879 -0.017239
internal_weight=180.16 75.8526 8.65976 67.1929 63.7959 23.9394 22.1234 20.7169 3.09365 1.81595 39.8565 14.0631 12.3968 8.45241 25.7934 5.69607 21.5533 18.3599 16.0021 13.096 5.46877 17.6232 2.48511 15.1381 13.5203 12.4427 11.9014 10.9643 10.2789 5.63076
internal_count=4034 1529 91 1438 1393 813 753 747 72 60 580 320 306 273 260 189 221 202 168 141 55 675 61 614 572 567 559 549 515 485
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 2 1 0 1 1 0 0 1 1 1 0 0 2 2 2 2 2 2 2 2 0 1 1 1
split_gain=0.0470875 0.3648 0.559275 0.507062 0.273649 0.188668 0.169697 0.167846 0.159602 0.1534 0.124997 0.109888 0.0520323 0.442549 0.474942 0.239148 0.273656 0.217719 0.274298 0.316899 0.22985 1.03524 0.537012 0.353312 0.872773 0.372541 0.353186 0.351864 2.94912 0.487463
threshold=33.96174662340001 0.38906020780000011 0.38552737940000009 0.38052752915000004 0.52453519355000011 0.4349121284000001 34.466665687600006 0.36575252235000005 0.49830843385000007 0.43563066975000003 0.33992994225000006 0.42314601355000009 0.48597347385000006 0.34587287805000005 0.34527409360000011 0.34641178410000012 0.49053920540000012 0.48351845755000006 41.872294782850005 40.636252116050009 37.903039192800001 37.627645350900004 38.400997490450003 40.159267750750011 39.664548207900005 40.467253020850002 0.47865333370000007 0.34560342505000002 0.34551360740000009 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 7 -3 -6 -2 8 10 -7 11 -1 17 14 -14 -15 -17 20 19 -19 21 -8 -22 24 26 -25 -24 28 29 -27
right_child=6 4 -4 -5 5 9 12 -9 -10 -11 -12 -13 13 15 -16 16 -18 18 -20 -21 22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.10361916135874992 0.045098067367393559 0.10888731718771427 -0.1869912052364035 0.10218672562444807 -0.10723465286486014 0.10468940169396657 0.014343815698541797 -0.1178022984929388 0.10151496554952909 -0.1019435264583865 -0.1097544272218286 0.07953680191786805 -0.00084975911702679912 -0.039011740711841221 0.064476026135357425 0.03146353503840766 0.00033117056004235151 -0.0093813763454265384 0.0054810336442150361 -0.064101376273755173 0.048223403386464164 -0.16059071599647751 -0.019343053246486441 0.027851077955632342 -0.057620786343689903 -0.003715460406512282 0.027885988368307781 0.012507332079461517 -0.15642623659494281 0.035883445637564702
leaf_weight=0.049834784940684385 0.86153501548824252 0.33014643937349308 0.23322045430541039 0.26881904155015945 0.14130013351677917 0.1293874979019165 1.1599510449450452 0.28903237159829587 0.087564755231142044 0.049738370686498001 0.16859630556155025 0.095591987250372767 2.1508074179291716 1.4929337985813607 2.3063751459121704 2.9182955454889443 86.881957877133573 2.3503739684820166 2.9850714057683945 1.9252881500869987 2.3506746636685412 0.47756949823815364 3.1566869054222462 5.2936425722436971 3.5450060047442093 33.626345234561086 3.1769022271037102 16.014113378951151 1.2466599610634137 3.425338531844317
leaf_count=56 49 2 3 6 23 1 89 8 2 122 31 5 27 8 22 35 2340 14 26 32 29 14 35 36 31 602 21 311 19 35
internal_value=0.000659345 -0.0152414 -0.0480983 -0.0143362 0.0449934 -0.0208387 0.000824609 -0.059692 -0.0178686 0.0473131 -0.0511585 0.016773 0.000608481 0.00218515 0.0329532 0.000682972 0.0013429 -0.00126146 -0.0177809 -0.0340212 0.000371025 -0.0366744 0.00121549 -0.00037479 -0.0178907 0.00252814 0.00434684 6.00065e-05 -0.00514473 -5.46373e-05
internal_weight=179.189 1.84323 1.19266 0.959439 0.650572 0.320426 177.346 0.69062 0.401588 0.179126 0.314023 0.145427 176.484 95.7504 4.45718 91.2932 89.8003 80.7336 7.26073 4.27566 73.4729 1.63752 71.8354 69.4847 9.8786 59.6061 6.33359 54.3125 38.2983 37.0517
internal_count=4034 259 111 108 148 146 3775 102 94 123 92 61 3726 2432 49 2383 2375 1294 72 46 1222 103 1119 1090 87 1003 56 967 656 637
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 2 2 2 0 0 0 2 2 1 1 2 2 1 0 0 1 1 2 2 1 0 1 2
split_gain=0.176388 0.755891 0.49162 0.435621 1.1766 1.59106 0.898398 0.566534 0.557414 0.664836 1.09837 0.5399 0.536528 0.534332 0.487988 0.516487 0.592151 0.594563 0.3393 0.685083 0.46132 0.372663 0.271601 0.378918 0.281616 0.237083 0.210491 0.789408 0.395411 0.729095
threshold=42.779078631750004 42.824128352900011 42.753078181500008 0.34545372890000009 0.47997065955000012 0.45994131915000008 0.34614233110000009 43.120094701700005 43.525909308350002 43.384297312450009 0.50339810185000011 0.52507409960000018 0.47916230050000003 42.957059535450007 43.631818398850008 0.34674111555000003 0.35862698720000002 43.680097826700013 47.709122305950011 0.4025178887000001 0.50889194935000015 0.53158588065000012 0.38780276035000005 0.39193437325000008 48.96897326980001 43.89540535710001 0.34467530910000005 0.4815274992000001 0.34515433670000012 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 26 4 5 -3 12 13 9 10 -9 -12 -5 -8 -10 -16 -17 -18 19 -19 -20 -22 -23 -24 -25 -21 27 -1 29 -28
right_child=1 3 -4 6 -6 -7 7 8 14 -11 11 -13 -14 -15 15 16 17 18 20 25 21 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.00018317862454582954 -0.0018893515664029259 0.00017563043785340867 0.001315578701289161 0.0001144268427310032 0.001014339865190091 -0.0022817183355114466 9.505176830001315e-05 -0.0016062191991745114 -0.0022644647553430527 0.0016918603569108528 0.0019561499751570878 7.9230957988685909e-05 -0.0015663456456940757 -0.0015088025802016162 -0.0023883439557859701 0.0012865688282236985 0.0018376248016465106 -0.0018498675776671195 0.0015369496249576604 0.0003933711657482863 -0.0025629505481428402 -0.0024238741540863191 0.0012004350293317026 -0.0020732605966560045 0.00038741031613163252 -0.0019709571130569806 0.0004943511613566241 0.0015554634905332178 0.00015163802080470841 -0.0004183029228543195
leaf_weight=11.747104429332465 0.80007773390388948 8.0508937186168605 1.3733090630848881 1.0463065813528403 5.4731674548238507 1.1588167774898455 1.6128590144362562 0.92466340436658212 0.38180620002094645 1.7879526796750722 1.057951554656029 1.329928941442631 2.4168038442730904 1.5819280740397514 0.33098888304084528 1.3529369458556173 0.52665752038592462 1.3143590582476465 0.69125923630781505 1.2933902515214866 0.25018774975251279 0.16018241643905629 0.78806518809869863 0.33731648013053928 0.38055777008912628 0.18658171590868722 4.6477629252785873 1.8679297044873227 138.79831255282261 12.196954848128369
leaf_count=332 15 182 15 41 30 71 27 17 18 25 9 33 24 40 6 12 12 199 11 10 56 2 6 43 196 235 50 9 2177 131
internal_value=0.000121059 -5.24292e-06 0.00014714 3.85326e-05 0.000294325 -0.000133567 -0.000151607 4.12027e-05 0.00022182 0.000728289 0.0002082 0.000910801 -0.00105854 -0.000699111 -0.000101316 7.17711e-06 0.000116068 -0.000151048 -0.000344933 -0.000819642 0.000163776 -0.000331561 3.50879e-06 0.000261702 -0.000768816 9.52977e-05 0.00013766 0.000371451 0.000117209 -0.000166485
internal_weight=205.867 35.2356 170.631 34.4356 14.6829 9.20971 19.7527 16.2896 13.0948 5.1005 3.31254 2.38788 3.46311 3.19479 7.99429 7.61248 7.28149 5.92856 5.4019 2.79433 2.60757 1.91631 1.66612 1.50594 0.717874 1.47997 169.258 13.615 155.643 16.8447
internal_count=4034 1320 2714 1305 283 253 1022 957 890 84 59 42 65 67 806 788 782 770 758 444 314 303 247 245 239 245 2699 341 2358 181
is_linear=0
shrinkage=0.00196078


Tree=843
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 2 0 0 1 1 1 0 2 0 2 2 2 2 1 1 2 0 2 0 1 1 2 2
split_gain=0.0433746 0.669427 0.181409 0.406775 0.282197 0.664188 0.272175 0.976969 0.923518 0.657509 0.26556 1.77352 1.68265 0.333445 0.958958 0.715486 0.579435 0.700914 0.433487 0.208942 0.697248 0.342818 0.266311 0.373374 0.354596 0.27006 0.190123 0.536841 0.672726 0.661511
threshold=40.467253020850002 40.413896136950008 40.80591513400001 40.750688432250008 0.54499865270000014 0.48537468940000006 40.720231579350006 40.563919884450009 0.48306936920000004 0.48200652675000005 0.41911918805000009 0.42114008565000011 0.40509266190000009 0.55257327625000008 41.147265497500008 0.55677973715000018 42.141702038450013 43.077238082650005 43.308802343500005 41.092444989200011 0.43639411995000005 0.44751654140000008 42.536568606950006 0.56719858685000013 42.006870117350005 0.56188437470000008 0.39971857130000005 0.39587138110000003 43.631818398850008 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 9 -9 12 -12 26 14 -13 -15 -16 -18 -19 21 -21 -17 24 -24 25 -22 27 -4 -29 -30
right_child=2 -3 10 -5 -6 -7 -8 8 -10 -11 11 13 -14 15 16 19 17 18 -20 20 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012021179136963932 0.0042558667860658579 0.068984467162182511 0.0004660667307250348 -0.066582065369216833 -0.042036627843981295 0.042089179376420503 0.021364939791942861 -0.16909348450421993 -0.24279921590638001 0.014378420943843806 0.10582458856598032 -0.13829206459181884 -0.12417021461042231 0.091861104366834201 0.061856433733250449 0.053711910131390962 -0.11935125615241071 0.10618394889940426 -0.10283271950216427 -0.11275322187679582 0.061814364026383073 -0.023213031344024773 -0.11331470748518419 -0.0047427670247562103 0.052727423264579958 -0.0734960364811897 0.019544315112893437 -0.10765067508543216 0.11093497166301387 -0.069240578305567513
leaf_weight=70.536826210358186 2.2901272861054136 1.4877675616007753 76.108339742426324 1.2520997068349977 1.7399993151047963 2.7132644006051123 1.1831483971327541 0.30249907491815953 0.35363227128982544 0.55132288485765457 1.8131243362440717 0.64194627851247732 1.099300622496229 0.9222248118458064 0.89502352880663227 1.4341642037034037 0.59595055926183682 0.3316849023103714 0.14157591071852949 0.61697604079381552 0.2100036479532722 0.97196040616836388 0.38581683843222014 1.7692306405792804 1.5010124301988979 0.49560385245422367 4.8663299199906751 1.0338075844338153 0.37729445286095131 0.44306848444102798
leaf_count=1484 15 15 1279 15 37 25 7 67 3 2 15 6 80 14 15 17 16 2 90 24 2 35 18 402 62 104 41 46 2 94
internal_value=0.000704913 0.00260226 -0.000571756 -0.0131303 -0.00580309 0.00272361 -0.0200953 -0.0341203 -0.106907 -0.0506235 0.000777737 0.0142386 -0.00126338 -0.000977572 -0.0321849 0.0088132 0.00249282 -0.0471997 0.0436566 -0.00155799 -0.0132516 0.0226379 0.000823325 -0.0241803 0.0252426 -0.0332248 0.000367836 -0.000829138 -0.0539936 0.0136243
internal_weight=179.065 72.0246 107.041 10.3861 9.13399 7.39399 4.68073 3.49758 1.20745 0.853822 96.6544 12.7263 83.9281 10.9132 2.60618 8.30699 1.96423 1.06921 0.473261 7.38477 4.97864 2.40612 4.36167 2.15505 2.20662 0.705608 82.8288 77.9625 1.85417 0.820363
internal_count=4034 1499 2535 171 156 119 94 87 72 69 2364 822 1542 807 129 678 123 108 92 664 612 52 588 420 168 106 1462 1421 142 96
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 1 0 2 1 1 0 1 0 2 0 2 1 1 0 2 2 1 1 0 2 0 2 2 0
split_gain=0.0418298 0.323003 0.468977 0.457033 0.246753 0.170012 0.149834 0.14397 0.141313 0.138942 0.113339 0.0976775 0.0462771 0.886429 0.510847 0.405255 0.176701 0.0783188 0.0700885 0.39474 0.213352 0.184507 0.17166 0.151092 0.17296 0.24993 0.0867333 0.132378 0.0833512 0.19288
threshold=33.96174662340001 0.38906020780000011 0.38552737940000009 0.38052752915000004 0.52453519355000011 0.4349121284000001 0.36575252235000005 0.49830843385000007 34.466665687600006 0.43563066975000003 0.33992994225000006 0.42314601355000009 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 44.952171034750002 0.31100865245000009 0.34311846950000008 0.46989611090000011 48.86568841230001 38.969453495950006 0.34219035360000005 0.34398670700000006 0.47396784530000008 44.756878345700009 0.46495613905000005 50.205949521800008 35.782584506850007 0.45994131915000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -6 7 10 -2 -7 11 -1 13 14 15 16 -10 -14 19 20 21 28 -23 -20 25 -25 27 -27 -19 -30
right_child=8 4 -4 -5 5 9 -8 -9 12 -11 -12 -13 17 -15 -16 -17 -18 18 23 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.10328502439292955 0.041511861165715196 0.10799789587180811 -0.17635050936231736 0.1019832798009368 -0.10656538155827339 0.10423070143593267 -0.11603272661257286 0.10137552038223406 -0.10558823499256703 -0.10176529683209173 -0.10883832597953912 0.076215443314428463 0.018466076867364047 -0.15769192451187997 -0.10465471885355274 0.10754165562456991 0.027386473734343761 0.0093384148985198728 0.027063854774904861 -0.067539065789272365 -0.036930538122537042 0.0095423278674993117 0.063636849605548884 -0.1108688717913094 0.00074708226681182419 -0.10070988241865411 0.1031064239715837 0.10178145759932855 -0.0035542895934229097 -0.11918870385019563
leaf_weight=0.045534494081947541 0.84792517324012706 0.30139728263020504 0.22342735715210438 0.24479076825082302 0.12933141175017226 0.11776094138622284 0.26613837270997465 0.079718135297298431 0.15400706876607617 0.045353190117623399 0.1548263251370372 0.090701750246807933 2.45923519716598 0.34819417739345215 0.25458835065364827 0.59158118069171906 0.2846032427623868 0.34720594435930152 2.179142538458108 0.99820562210516062 1.2133151581510899 3.0293624070181981 0.7275090543553232 0.32852346230356388 161.75082856143945 0.085150725208222866 0.088362954556941986 0.052001815289258957 0.34156045377312694 0.24970604089321569
leaf_count=56 49 2 3 6 23 1 8 2 123 122 31 5 16 33 10 3 9 9 15 13 19 106 6 150 3103 53 1 1 48 8
internal_value=0.000636005 -0.0149799 -0.0469421 -0.0141497 0.0445016 -0.0209383 -0.0587837 -0.0176917 0.000786466 0.0469544 -0.0503026 0.0162207 0.000589683 -0.016166 0.0221896 0.0535362 -0.0193043 0.00074707 0.000492825 -0.00937567 0.00045042 0.01011 0.0200176 0.000907214 0.000556029 -0.0552216 0.0258434 -0.0239347 -0.0295521 -0.0523895
internal_weight=178.03 1.69898 1.10514 0.88171 0.593843 0.292446 0.636919 0.370781 176.331 0.163114 0.291063 0.136236 175.483 1.63297 1.28478 1.03019 0.43861 173.85 171.391 6.90686 5.90866 4.69534 3.75687 164.484 162.305 0.554039 0.225515 0.137153 0.938472 0.591266
internal_count=4034 259 111 108 148 146 102 94 3775 123 92 61 3726 178 145 135 132 3548 3532 209 196 177 112 3323 3308 205 55 54 65 56
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 1 0 0 2 0 1 1 1 1 1 2 2 2 1 1 0 2 1 2 2 2 2 0
split_gain=0.20395 1.4297 1.1301 0.943241 0.849694 1.26728 1.24376 0.653928 0.622047 0.825312 2.43687 0.888395 0.479344 0.425629 0.579039 0.366039 0.63603 0.821518 1.12549 0.907486 0.767931 0.666518 1.36219 0.574143 0.756325 0.555004 0.489712 0.465413 0.370246 0.360242
threshold=0.37286308795000006 0.50339810185000011 0.36575252235000005 0.5054040298000001 0.51401155655000019 0.50465554925000011 0.37473428940000003 0.37668033890000002 0.51675099550000014 0.5216909673500002 37.903039192800001 0.5231430197000001 0.4662734648500001 0.46280051495000007 0.45368402140000008 0.39971857130000005 0.39587138110000003 36.79544512155001 43.631818398850008 43.680097826700013 0.39476362980000007 0.39045238170000002 0.52688542260000015 41.741384785950011 0.39193437325000008 37.198331469900005 34.466665687600006 38.748048509250005 49.835088602800006 0.49787431515000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 -3 5 6 -2 -7 -6 10 -10 -11 13 14 15 16 20 -18 -19 -20 21 27 -23 -24 -25 26 -17 -13 -21 -1
right_child=4 3 -4 -5 8 7 -8 -9 9 11 -12 12 -14 -15 -16 25 17 18 19 28 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00011567808561943958 0.0021049480199949091 0.0016835937469572568 -0.001094123481989639 0.00023850109617039048 0.0008450317047541526 -0.0024009664648787588 -0.0013703198916059671 -0.00065371225798438177 0.001024990009652216 0.00082256964701143596 -0.0018700998314418633 -0.00039946530262359654 -0.0014638623814832376 0.00097434749325468338 -0.0014940785544264987 0.00029519765876177134 0.00088232847596517758 -0.0022235038266643992 0.0023057058911495542 -0.0022286930145058847 0.00094815571258875851 -0.0024168392510936416 0.00059507652982349675 0.00043563385808809325 -0.0021546246457096099 0.00018552021006910385 -0.0021644779107295544 0.00078739693630464069 0.0013381658468577455 0.00054485976447408611
leaf_weight=105.73099343210379 0.9584236592054356 3.8244517650455228 2.8961306248238534 3.1809228383935988 3.9959698927123091 1.4968557790853085 0.6746232635450724 1.8307499052643832 1.8293038522824634 6.0500237692613146 2.8739793193017249 2.2639504186809081 0.8085075738854347 1.880589472624705 0.9469440947395914 0.53817212206194998 0.7953949633520091 1.9954285112908112 0.47092434111982562 0.44696669766562991 2.681841662619262 1.3561200671829281 1.9962185472249987 0.8127893218770621 0.92846795625519007 41.923248803666866 0.73790375738462899 2.8941384773352183 0.14924694073852152 8.0948809310793859
leaf_count=1513 5 35 32 30 28 42 57 40 17 43 45 12 757 27 175 51 12 90 2 88 24 66 15 10 40 609 57 32 6 74
internal_value=0.000116558 0.000167062 0.000115425 0.00102742 4.15763e-05 -0.000745406 0.00066929 -0.00143968 9.13867e-05 5.08982e-05 -0.000744078 0.00010456 3.62875e-05 5.55952e-05 2.72418e-05 5.12556e-05 -0.00019441 -0.000893131 -0.00135424 0.000271173 1.40122e-05 -0.00023036 -0.000733478 -0.000122681 -0.000945536 0.000146745 -0.00112713 0.000266468 -0.00133582 0.0001462
internal_weight=207.064 123.727 116.722 7.00537 83.3368 4.96065 1.63305 3.32761 78.3761 74.3802 4.70328 69.6769 63.6269 62.8183 60.9378 59.9908 16.7915 3.85796 3.06257 1.06714 12.9335 10.2517 5.0936 3.73748 1.74126 43.1993 1.27608 5.15809 0.596214 113.826
internal_count=4034 1684 1619 65 2350 144 62 82 2206 2178 62 2116 2073 1316 1289 1114 397 198 186 96 199 175 131 65 50 717 108 44 94 1587
is_linear=0
shrinkage=0.00196078


Tree=846
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 2 1 0 2 1 0 0 1 1 1 0 2 0 2 2 2 2 2 2 0 2 1 2
split_gain=0.199891 0.153798 0.83932 0.800919 0.568387 1.66649 0.554714 0.637803 0.452062 0.589829 1.0068 0.436752 1.40327 0.639399 0.7691 0.580168 0.974857 0.78081 0.570443 0.529309 0.936678 0.527255 0.969666 0.837469 0.393052 0.382507 0.375258 0.335694 1.00723 1.10944
threshold=0.57619532350000013 0.50706565670000014 0.50339810185000011 0.37668033890000002 0.36698003050000011 0.37286308795000006 0.37078231190000005 39.861052345600008 0.38370108680000009 0.52005927965000021 34.41230404325001 0.38906020780000011 0.5223196910500002 0.52366695610000014 0.39408999735000005 0.39542229275000007 0.39971857130000005 0.52507409960000018 37.198331469900005 0.53043322055000008 38.334060527150008 43.631818398850008 36.79544512155001 43.680097826700013 41.872294782850005 49.835088602800006 0.50086823750000009 38.625745710700009 0.35374689380000007 39.792680591700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 27 -6 -3 -8 -5 10 -10 -11 -13 -14 19 -16 17 -17 -18 20 -15 22 -19 -23 -4 -25 -7 -1 -29 -30
right_child=-2 3 24 8 5 26 7 -9 9 11 -12 12 13 14 15 16 18 21 -20 -21 -22 23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.00045682337550970154 -0.00070857939006718198 -4.3565839225927088e-05 0.00044550684482598014 0.00068343687693461829 -0.0025683528084609582 -0.00024216875142121601 1.8251270974908844e-05 -0.0022873134368378211 0.00068079322030000335 0.00071407716453923383 -0.0023352944436833447 -0.0014462600343280571 0.00078577021494982734 -0.00011091430048417905 0.00096169845712552155 0.0018380449531301361 -0.00096100377040816585 0.00014749420672862732 0.00020098903055628496 0.0003100876975115204 -0.0022100146277682841 0.0022324853980789758 -0.0022281891383465246 -0.0021973063998846913 0.0015670098975027428 0.0013401780162577719 0.0018975057174086766 0.00016336494527547491 -0.0026177579606974379 -0.00019874078640433194
leaf_weight=13.386467080768851 1.087419365359209 1.9782866835594166 2.5192596274428061 4.988082770840264 1.1027961511026654 0.69720612234232227 0.7009871015325192 1.3491886033443732 0.73972069588489731 4.2005309988744548 1.0017768789930412 2.2894184669858069 5.0485934515018007 1.6731560144107782 3.0048912955680853 0.39418919011950393 1.6850813196797378 0.97180225327611003 45.027082741673439 1.3845179071649907 1.5977947420906273 0.43394901882857062 2.0623792196856812 0.46944207447813824 2.2968455528316554 0.15676359331700951 0.5750543473259313 99.196532442561875 1.0274532902985805 2.508783540026343
leaf_count=304 920 14 24 49 18 45 10 45 6 36 40 29 38 23 26 4 87 14 669 25 75 2 88 93 32 6 15 1154 19 124
internal_value=0.000129869 0.000134328 0.000177955 6.80413e-05 0.000145342 -0.000804209 -0.000784272 -0.001499 0.000112558 7.30851e-05 -0.00105418 0.000100971 6.20671e-05 0.0001161 5.86609e-05 0.000124346 7.52031e-05 -0.000797618 0.000159072 -0.000706138 -0.00113628 -0.00105137 -0.00146729 0.000139006 0.000980362 -0.00131174 0.000724952 0.000164764 0.000126708 -0.000901586
internal_weight=205.555 204.468 123.31 81.1576 118.494 2.37506 4.02846 2.05018 77.1292 72.1411 1.7415 70.3996 66.1991 63.9096 58.861 54.2056 51.2007 4.48853 46.7122 4.65547 3.27095 4.09434 3.03418 1.06015 4.81611 0.626206 1.27226 116.119 102.733 3.53624
internal_count=4034 3114 1735 1379 1679 78 69 55 1310 1261 46 1215 1179 1150 1112 989 963 207 756 123 98 203 102 101 56 99 60 1601 1297 143
is_linear=0
shrinkage=0.00196078


Tree=847
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 2 0 1 1 0 0 0 1 2 0 1 0 1 2 0 2 0 0 2 0 1 0 2 0
split_gain=0.0486456 0.0859517 0.279505 0.325988 0.263909 0.139946 0.21185 0.216054 0.0962674 0.323002 0.0838621 0.124015 0.0746999 0.266668 0.246397 0.165351 0.309327 0.363749 0.216917 0.273952 0.112815 0.209639 0.123682 0.0949496 0.341164 0.200834 0.604522 0.167012 0.509327 0.36423
threshold=49.283271594150008 48.778770352700008 0.39606598605000004 0.37331217625000007 0.39672464895000009 47.927946529500012 44.421469061800003 0.54228915300000013 0.35862698720000002 0.34656148020000005 0.55677973715000018 0.39718870690000002 0.46898296455000005 0.34398670700000006 35.171584490050009 0.45994131915000008 0.33750486510000005 0.44284602260000011 0.32058920395000007 35.782584506850007 0.47515044460000005 38.969453495950006 0.47396784530000008 0.47721625100000004 40.413896136950008 0.47700667645000011 0.34509445825000007 0.4778150355000001 41.385032804600009 0.47808448850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 12 8 9 -8 11 -2 13 14 -4 16 17 18 19 -16 21 -14 -23 24 -22 26 -26 28 -25 -29
right_child=10 4 5 -5 -6 -7 7 -9 -10 -11 -12 -13 20 -15 15 -17 -18 -19 -20 -21 23 22 -24 27 25 -27 -28 29 -30 -31
leaf_value=0.01728114736550115 -0.0065547341125429086 -0.0056285054024076625 0.063487430334781159 -0.1198492517150071 0.039396900687040694 0.038248043815233834 -0.10284359712300205 0.018834537486568284 -0.10805055636592027 0.066529686403754174 0.065092528008379544 -0.076579426821209939 -0.018686597603440876 -0.10853665931475392 0.064355945157814939 -0.043629888684035077 0.086329935461816582 -0.10995774205192815 0.032958927035575618 -0.10686420336760004 -0.06810402344381157 0.014737342013655511 0.06339498419249516 -0.010438004606993947 -0.11488830945307182 0.016070756466357368 0.011450671328849389 -0.057220976079894917 0.040292867410924915 0.00098088961741675269
leaf_weight=0.29971894479240191 0.97847971320152172 3.0751643739640704 0.45375691810477237 0.4111700013590962 2.2573892365762731 0.99217375784064543 0.30311668041394912 0.41525297226871771 0.36405366008057172 0.17913432046771049 0.11303709192179656 0.34107325140030298 0.94932099558354766 0.26989031449693346 0.13716306723654292 1.2613888716441581 0.36158253159373988 0.32922534795943637 0.97376470360904932 0.29319680703338236 0.90723974071442981 1.0942996265948752 0.99959719838807348 3.8766083233058444 0.54438610175566271 2.744076389586553 1.2446738234139045 1.0831409848760802 4.0430018333718181 147.22568673466191
leaf_count=15 4 26 41 160 33 37 58 73 205 4 161 90 14 171 3 24 6 26 21 71 13 23 23 17 27 31 59 18 36 2544
internal_value=0.000780107 0.000928577 0.000540389 -0.0620335 0.0134318 0.000800455 0.000581968 -0.0402447 -0.0692328 -0.0399291 -0.0175731 -0.0246545 0.000887107 -0.0124794 -0.00567511 -0.0150255 0.00219758 -0.0153527 0.00682935 -0.0522934 0.0012182 0.0202933 0.0379658 0.000859135 -0.0121276 -0.000924716 -0.0269925 0.00131137 0.0154604 0.000555825
internal_weight=178.522 177.089 171.757 0.710889 5.33255 171.046 170.054 1.26156 0.846305 0.482251 1.43259 1.31955 168.792 4.07997 3.81008 3.35632 2.09493 1.73335 1.40412 0.43036 164.712 3.04322 2.0939 161.669 5.44038 4.53314 1.78906 156.228 7.91961 148.309
internal_count=4034 3779 3720 175 59 3545 3508 340 267 62 255 94 3168 363 192 151 127 121 95 74 2805 60 46 2745 130 117 86 2615 53 2562
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 0 2 2 2 1 0 2 2 2 1 2 0 2 2 2 1 0 0 1 1 2 0 0 0
split_gain=0.224584 0.188591 0.668483 0.372977 0.461913 0.401469 0.480623 0.331816 0.302123 0.849153 0.601162 0.624088 1.60752 0.584347 0.580878 0.56344 0.709403 0.82343 0.399697 0.415303 0.388474 0.383233 2.92556 0.960491 1.06271 1.41035 0.776465 0.693111 2.26978 2.12949
threshold=0.57537199485000012 0.47883296910000012 0.4784437592000001 0.34488488370000009 0.3447052483500001 0.47961138885000004 0.48068920095000006 41.770271989050009 38.748048509250005 38.478081868400004 0.37473428940000003 0.52770875125000016 37.311503175250003 38.969453495950006 38.244973486750006 0.3975479776000001 37.784765830350004 0.54136103710000005 36.728658719300007 34.466665687600006 37.038444968100009 0.35651627195000007 0.50339810185000011 0.5054040298000001 0.37668033890000002 0.37078231190000005 39.952536079750011 0.51675099550000014 0.5223196910500002 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 2 -1 4 -3 7 -7 -5 9 10 20 12 -12 -10 15 -13 17 -17 19 -19 -8 -15 26 -24 25 -25 -23 -26 -29 -30
right_child=-2 3 -4 5 -6 6 8 -9 13 -11 11 14 -14 21 -16 16 -18 18 -20 -21 -22 22 23 24 27 -27 -28 28 29 -31
leaf_value=6.5885849275572838e-05 -0.00065654447550501428 7.3105630683021242e-05 -0.00091732582220035151 0.0011109844647196484 0.000945528663869062 -0.00039960441910482714 0.00017988050853188988 0.00019677189175774145 0.00097899234310114204 -0.0011681859618524674 5.2277061962264395e-05 0.0003970821682291538 -0.0019222391359317622 0.00029388235992548143 0.00090932420192496512 -0.0022359582398454262 -0.002394434301462205 0.00016602811922478982 0.00053289889399884931 -0.0021562196331508894 0.00099092026275924379 -0.0035316483651287888 0.0013070246930157246 0.00020728580055692672 0.0010633508000956892 -0.0023016594003288961 -0.0012473395017351143 -0.00161186042314102 0.0015010706218907303 7.8777056285670238e-05
leaf_weight=41.178906398359686 1.4546107991475299 4.4827293679118139 2.842111191712319 2.8146555423736563 4.8660732433199883 6.9476908463984719 7.7354025274980831 3.3348672268912196 3.3860088642686597 2.368649292504414 4.6413870686083127 4.4036586284637433 2.4075062845950015 43.600791509263217 2.7203252143226555 0.69145750789903093 0.69914586341474194 0.68544672394637041 2.5471690250560641 0.52122110754135065 3.2139888871461153 0.76369896531104986 2.6346356677240683 1.8566046953201287 3.1015838933708428 1.6069786687148733 2.2803439778399479 2.7887542397802454 4.4450907366117454 45.216310681158575
leaf_count=999 933 33 31 27 19 56 63 20 22 29 56 29 33 338 15 23 38 33 37 29 28 13 26 13 38 49 74 41 29 860
internal_value=0.000111262 0.000116561 2.40715e-06 0.000146695 0.000527204 0.000124096 0.00010413 0.00061521 0.000128381 -3.7581e-05 5.08993e-05 -0.000157149 -0.000622107 0.000176879 0.000109995 -0.00011774 -0.00055843 -0.000269667 9.25239e-05 -0.000837069 0.000417946 0.000151799 5.60419e-05 0.000148695 9.69837e-05 -0.000956775 -0.00182043 0.000162684 0.000109424 0.000206084
internal_weight=212.238 210.783 44.021 166.762 9.3488 157.413 151.264 6.14952 144.316 32.6354 30.2667 19.3173 7.04889 111.681 12.2684 9.5481 5.14444 4.44529 3.75384 1.20667 10.9494 108.295 64.694 61.65 59.0153 3.46358 3.04404 55.5517 52.4502 49.6614
internal_count=4034 3101 1030 2071 52 2019 1972 47 1916 413 384 293 89 1503 204 189 160 122 99 62 91 1481 1143 1056 1030 62 87 968 930 889
is_linear=0
shrinkage=0.00196078


Tree=849
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 2 2 2 2 2 0 0 1 2 0 0 0 1 2 1 1 0 0 2 0 2 0 1 1 0
split_gain=0.229607 0.230341 0.562897 1.02132 0.551959 0.938368 0.824495 1.12536 0.584378 1.061 0.55012 1.3062 0.56269 0.59945 0.956502 1.10487 0.929132 0.5495 1.02629 0.548878 0.527647 0.498752 0.874053 0.473435 0.455996 0.461356 0.422155 0.358857 0.318076 1.65148
threshold=0.57619532350000013 42.094663496250007 0.48068920095000006 42.434124620650003 44.169240047700008 43.631818398850008 43.426640904350009 42.865207177650007 42.686561923500008 42.522337019050006 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.752965619700007 0.48351845755000006 0.4871261339500001 0.48244064550000004 0.38780276035000005 42.434124620650003 0.34503457980000002 0.44805544745000009 0.54386096225000014 0.54228915300000013 42.066503896600004 0.47769527860000011 47.927946529500012 0.55609113500000007 0.35275889945000011 0.39542229275000007 0.53544804050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 -3 5 6 7 8 9 -5 12 -12 13 14 16 -16 -4 -14 -19 -18 21 22 -13 28 25 -6 -23 -17 -1 -30
right_child=-2 2 10 4 24 -7 -8 -9 -10 -11 11 20 17 -15 15 27 19 18 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00022196591084641494 -0.00065656891963299015 -0.0023584115706008352 0.00013023210006617028 0.00035074035067347164 -0.0010799502392022215 -0.0023649728118665969 0.0012551806353141061 -0.0022548773579791248 0.00055954179717105463 -0.0022098505881503888 -0.0022216451558372975 -0.00034847603345849836 0.0021063408638061797 0.0010789735786614894 -0.0013680116540447339 0.0003289207869915633 0.00036761661746948328 0.0019136829925115414 -0.0024711371977922279 0.0020604365122832654 0.00076555932364545231 -0.0021554733520538351 0.0012365807290879113 0.0012009900380179361 0.0014374674865011794 0.00022951475016716664 -0.00042382129209964222 -0.00048247186186886973 -0.001473088535272779 0.00012761570083829558
leaf_weight=110.32155545488968 1.398485663496557 0.84360322489010542 5.2866104841232389 1.3834852125874042 1.2200154071178948 0.93650052900193248 1.1352340404700951 1.2129971826216204 2.3483627849927871 1.1305632941075598 1.0828655458535639 4.8967496308614482 1.2841901192441576 2.9184799182694396 2.547526739537715 6.8437067195773107 1.1359069719910624 0.48758705891668785 0.35438059955049539 2.0937831923365593 2.8410776662203707 0.75858462357427958 1.8401877731084821 1.7301445509729081 0.9953015651553877 6.8009352814406157 1.8893634576143084 3.0206128098070621 2.6717573677378814 34.1790204627614
leaf_count=1205 920 46 30 26 138 56 30 108 35 35 172 68 10 47 26 35 4 3 91 54 83 47 13 15 6 54 88 36 125 428
internal_value=0.000135249 0.00014062 3.49628e-05 -0.000252105 -0.000148577 -0.000518483 -0.000278666 -0.000565276 -0.000143781 -0.000800753 0.000166557 -0.000157598 0.000332659 0.000246482 0.000130389 -0.000216839 0.000636447 0.0012992 6.81309e-05 0.00146506 2.52162e-05 -0.000198907 8.44806e-05 0.00018127 0.000185673 3.03404e-05 -0.000919905 8.04593e-05 0.000169282 1.15613e-05
internal_weight=207.59 206.191 57.2886 18.007 17.1634 8.14714 7.21064 6.07541 4.86241 2.51405 39.2816 13.3088 25.9728 23.8466 20.9281 12.4118 8.5163 2.12616 0.841968 3.22969 12.226 9.38489 6.73694 148.902 9.01625 8.02095 2.64795 9.86432 147.172 36.8508
internal_count=4034 3114 1341 534 488 290 234 204 96 61 807 471 336 232 185 97 88 104 94 58 299 216 81 1773 198 192 135 71 1758 553
is_linear=0
shrinkage=0.00196078


Tree=850
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 2 2 0 0 1 0 1 1 2 1 1 1 0 2 2 0 0 2 1 0 2 2 1 2
split_gain=0.0481885 0.233559 0.139586 0.319931 0.474986 0.644833 0.361943 0.36121 0.225139 0.485923 0.261939 0.625172 0.554899 0.492191 0.326475 0.296775 0.259111 0.807887 0.879377 1.43035 0.269576 0.482878 1.19922 1.05563 0.752539 0.464217 0.87861 0.77476 0.487188 0.446061
threshold=41.218101594450012 41.147265497500008 0.44805544745000009 0.54386096225000014 0.42039160505000012 0.54942965780000008 41.827117825850003 42.310579034350006 0.54228915300000013 0.53928026105000015 0.39971857130000005 0.5276039639500002 0.40301188585000008 0.39814676205000005 48.457543166250012 0.40509266190000009 0.34569324270000007 0.34545372890000009 0.4784437592000001 42.47354681640001 42.719328117250008 0.50339810185000011 0.51675099550000014 43.384297312450009 0.34623214870000002 0.48119816770000007 42.094663496250007 42.456897412850005 0.35374689380000007 43.525909308350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 -6 -7 -8 9 10 11 16 -12 14 -13 -14 17 -2 -19 -20 25 23 -23 24 -22 26 -18 -27 -29 -25
right_child=2 -3 -4 4 5 6 7 -9 -10 -11 12 13 15 -15 -16 -17 20 18 19 -21 21 22 -24 29 -26 27 -28 28 -30 -31
leaf_value=0.0017604744321582763 0.00092928415644518434 0.038283677863250404 0.020702333432852917 -0.095431366757481595 0.077333057734556065 -0.10878733729312094 0.040317247153568658 -0.048969271496407916 0.031756338848691661 -0.060827114558168055 0.045121691088937883 -0.10825225277171234 0.0040793917154866273 0.022846639083235531 0.011502253332517464 -0.11349414311941478 0.073808735936474509 0.012087993709828746 -0.14103518641074589 -0.014864142542638948 -0.010729153503936953 0.064408275329198725 -0.088616302708484251 0.074914437437522921 -0.10162846795804677 -0.004376126317137327 -0.027282347791122142 0.082128887441497447 -0.00069646375153828411 -0.0057259799878503596
leaf_weight=93.621729035565068 31.637920788574775 1.7842602855816938 2.9023227792677053 0.85366313865961219 0.65009938366711173 0.51966251921840045 0.73545863479375828 1.1801449885654163 2.1439707279205313 1.3382242381339882 3.0692981872707601 1.2153291980357601 0.51639472009264853 0.57787404279224563 0.28011990594677616 0.36745493704074761 2.8834361109329683 2.0798165522865011 1.5810462646186354 2.0813199933618307 1.763778348336926 2.1480160499340859 0.67244962607219338 1.0492494580103087 1.883202422155591 13.279531977372246 1.2250016445177605 1.922025075182318 1.1263754721730945 1.9810557185555806
leaf_count=1801 532 31 522 83 7 19 12 80 17 22 21 124 4 9 4 126 41 32 25 23 17 46 40 12 41 140 30 55 11 107
internal_value=0.000907342 0.00244352 -0.000844432 -0.00161875 -0.0294143 -0.0111487 -0.034769 -0.0146895 -0.000193558 -0.00111081 -2.11888e-05 -0.00144764 0.0250167 -0.0555329 -0.0858204 -0.0448011 0.000218217 -0.00533382 -0.0398419 -0.0693323 0.0071513 -0.00676901 0.0279245 -0.0214234 -0.0576671 0.0136207 0.0436667 0.00606056 0.0515252 0.0221959
internal_weight=179.07 95.406 83.6642 80.7619 3.93903 3.08537 2.43527 1.9156 76.8229 74.6789 73.3407 69.3875 3.95315 2.07332 1.49545 0.88385 67.3142 37.3801 5.74218 3.66237 29.9341 9.49775 2.82047 6.67729 3.64698 20.4364 4.10844 16.3279 3.0484 3.03031
internal_count=4034 1832 2202 1680 201 118 111 92 1479 1462 1440 1289 151 137 128 130 1152 612 80 48 540 263 86 177 58 277 71 206 66 119
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 0 1 1 2 0 1 2 2 2 2 0 2 2 2 1 0 2 2 0 2 2 0 1 0
split_gain=0.208291 0.914161 1.16432 0.567439 0.710142 1.35044 0.611868 1.09603 0.528142 0.458032 0.413722 0.739409 0.690671 1.26477 0.749531 0.902879 0.702438 0.702592 1.98414 0.50098 0.389777 2.35428 1.024 1.58144 0.748172 0.667178 1.12792 0.916926 0.634434 1.41813
threshold=0.38370108680000009 0.52005927965000021 34.41230404325001 0.37977904855000005 0.5098649741000002 39.861052345600008 0.50339810185000011 0.37078231190000005 0.36698003050000011 41.385032804600009 0.4815274992000001 0.34467530910000005 43.384297312450009 42.779078631750004 42.47354681640001 41.319407281650008 0.49094338495000006 41.872294782850005 41.481306584950012 40.844669808050007 0.34515433670000012 0.48028502140000007 42.141702038450013 42.686561923500008 0.47754558250000007 40.206947806850003 39.577821550850011 0.47976108500000009 0.34494476210000008 0.47754558250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 8 9 10 -8 20 -12 13 14 15 19 17 18 -17 -13 21 28 25 24 -24 26 27 -22 -1 -30
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00013703686847368492 0.00073403418827806875 0.00010020767006246299 -0.0023283386022017664 0.00095860635353570297 0.00041522244288476465 -0.0019381516849383386 0.00075531988859873871 -0.00042849231374020172 -0.00076959659400306689 0.0019796759176253925 0.0013432032379419815 0.00034753509017483678 0.0012326934739817334 -0.00074647825547734519 0.0011607204202312474 0.00035874805736362453 0.00060263097486264075 5.6471223456209667e-05 -0.0021407646836318055 0.0011285335524459348 0.001709030631006145 -0.0031678944262468578 -0.00034858556033293646 0.00014152524924608038 -0.0024910707867189475 0.00062546307675265928 -0.0013026819626309224 -0.00049754176995340539 0.00041513198775172428 -0.0017074894444607186
leaf_weight=26.246366318542645 0.74706492153927628 68.631350429717031 1.3219946852423161 3.6223581097437991 2.0400262644980098 1.7345436796895226 2.7387296110391608 2.0636481023393571 2.2845243472183929 2.0570924375206232 2.563165880739688 17.877808669116352 2.6592674851417533 4.8026179485023013 3.6879887804388991 2.3377601727843267 3.6048282831907263 5.9434886835515499 2.556044464930892 3.8351690284907809 1.4422297472283419 0.91886141896247764 1.0657272067619481 8.5439563406180223 1.5210047690197823 18.694137901227805 2.0380361929128412 1.453945070505142 2.4448675787380116 2.3961129509843886
leaf_count=611 6 2135 92 30 18 39 20 35 28 30 11 144 13 39 62 19 23 29 24 41 46 7 23 213 40 133 17 10 75 21
internal_value=0.000147511 6.14948e-05 -0.00122262 0.000193176 0.000171774 -0.000666233 0.000196923 0.000766347 0.000164077 0.00128049 0.000182365 0.000317491 0.000261914 0.00020409 0.00031867 0.000232777 -0.000147153 -0.000396555 -0.000946753 0.000485483 8.14379e-05 -7.46896e-05 0.000225201 -0.000265145 -0.00160837 0.000456189 -0.000185135 0.000601282 1.67375e-05 -0.00063549
internal_weight=203.875 70.7004 2.06906 133.174 129.552 3.77457 125.777 6.85947 118.918 4.79582 116.633 49.8681 47.305 44.6457 39.8431 36.1551 14.4421 10.8373 4.8938 21.713 66.7652 32.0062 34.759 11.1307 2.58673 23.6283 4.93421 2.89617 31.0873 4.84098
internal_count=4034 2233 98 1801 1771 57 1714 85 1629 50 1601 405 394 381 342 280 95 72 43 185 1196 714 482 276 63 206 73 56 707 96
is_linear=0
shrinkage=0.00196078


Tree=852
num_leaves=31
num_cat=0
split_feature=1 2 1 2 2 1 0 1 0 1 0 1 1 0 0 1 0 2 0 2 2 2 2 2 2 1 1 1 2 1
split_gain=0.0428288 0.375383 0.489249 0.146338 0.142687 0.0723303 0.449576 0.407251 0.118817 0.118528 0.29963 0.117605 0.118615 0.235819 0.0969234 0.311354 0.33039 0.286944 0.232352 0.226948 0.593908 0.332575 0.316612 0.557825 0.193694 0.0867324 0.73926 0.331122 0.15361 0.557338
threshold=0.46476153410000004 38.903925214650009 0.4662734648500001 42.522337019050006 42.536568606950006 0.4591329601000001 0.56065686655000013 0.46280051495000007 0.58415915690000009 0.45280081435000008 0.56341127510000011 0.44805544745000009 0.45036076765000005 0.56915960600000015 0.54646567465000018 0.43837010870000009 0.57537199485000012 40.94178426300001 0.5654770815500002 42.094663496250007 41.827117825850003 43.487767439550005 37.828051409500013 40.844669808050007 41.674196414850009 0.41615520495000008 0.40301188585000008 0.40667944075000007 40.664404858950007 0.41911918805000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 9 -7 8 -8 11 -11 14 -13 -14 25 18 -17 -18 19 20 22 -21 -16 -24 -20 26 -1 -28 29 -27
right_child=1 2 3 4 -6 6 7 -9 -10 10 -12 12 13 -15 15 16 17 -19 24 21 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.0012653039049276039 -0.11114652241194034 0.095886476749587446 -0.10271525964987203 0.10304754646021114 -0.10037348047974504 -0.11350138942548649 -0.10323387652923488 0.10466965510907709 0.024699738997071369 -0.11438468797085238 -0.005869754479796028 0.03235539613333728 -0.021495656878584388 0.027893312926850225 0.029225699725267951 -0.11160851610779812 0.097125163120116181 -0.10361234503558868 0.054604029527352452 -0.10885955730316768 0.077198544334026203 0.020923026644521229 -0.10749333745001813 -0.0093160492764461783 -0.0077788132586327054 0.021925441278347488 -0.023588297392115289 -0.11176231535014541 0.024222418299104733 -0.026820717107439187
leaf_weight=144.3058958968245 0.31511963920939823 0.40208119574526791 0.26862633747441578 0.086787000298500061 0.057214559009480581 0.18769954502204089 0.14683115835941862 0.5901268515153788 0.14358692301175324 0.30867732908154621 1.4484817829270467 2.356195992899301 1.8803917132318022 1.9897402503556803 0.92785803371225339 0.56593037058701146 0.18154180926649133 0.11716990462855392 1.0772619644121735 0.54094453831203271 0.73174324631690968 0.31094965938245878 0.8201838654931638 1.9658647141768595 0.92516978174535314 5.6433693240833218 0.90983008772309293 0.80072396072000629 4.391970107267297 4.013698231370654
leaf_count=2312 242 8 243 1 277 6 63 10 28 18 77 26 12 37 43 47 24 28 42 25 7 49 69 24 35 28 21 63 129 40
internal_value=0.000943354 -0.0184647 0.0173835 -0.059113 0.0222245 0.00106704 0.0270096 0.0569613 -0.0399816 0.000909774 -0.0249324 0.00117006 0.0146661 0.00389656 0.000670563 -0.00995724 -0.0666988 0.0183857 -0.00323651 -0.0142052 -0.00514471 -0.0614877 -0.0213686 -0.0382184 0.0257817 0.00121267 0.000490621 -0.0648633 0.00871713 0.00166542
internal_weight=178.412 1.12983 0.814709 0.412628 0.144002 177.282 1.06824 0.880545 0.290418 176.214 1.75716 174.456 6.22633 3.87013 168.23 8.16462 0.864642 0.298712 7.29998 5.29754 4.44565 0.851894 3.71391 2.78605 2.00243 160.065 146.016 1.71055 14.049 9.65707
internal_count=4034 771 529 521 278 3263 107 101 91 3156 95 3061 75 49 2986 393 99 52 294 217 143 74 136 93 77 2593 2396 84 197 68
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 1 0 2 1 1 2 0 2 2 2 0 0 1 2 2 2 0 0 0 2 1 1 0 2 1
split_gain=0.357713 0.529646 0.799993 0.488888 0.444325 0.553571 1.76263 1.02852 0.953948 1.09116 0.760668 0.675838 0.522523 0.434642 1.31011 0.403067 1.13146 0.435684 0.707708 0.606436 0.547717 0.898306 0.958844 0.578674 0.782819 0.505163 0.37617 0.369424 0.634905 1.77947
threshold=42.094663496250007 0.47997065955000012 42.686561923500008 0.47754558250000007 42.066503896600004 0.39542229275000007 0.53544804050000006 36.728658719300007 0.39408999735000005 0.39091643965000006 37.198331469900005 0.52925062125000011 34.654301448200009 42.779078631750004 43.426640904350009 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 43.752965619700007 0.48351845755000006 0.48244064550000004 0.48797940185000005 43.120094701700005 0.34503457980000002 0.46280051495000007 0.53749887730000012 41.218101594450012 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 8 7 -7 9 -1 12 -11 -8 -4 -15 17 -17 20 -19 -20 21 22 -3 -23 -25 -24 -14 -12 -29 -30
right_child=1 15 13 -5 -6 6 10 -9 -10 11 27 -13 26 14 -16 16 -18 18 19 -21 -22 23 25 24 -26 -27 -28 28 29 -31
leaf_value=0.00026773441268234668 -0.00055153171011917035 0.00011124291211206883 0.0008196509996000889 -0.002173591203879866 0.0012107492026116105 0.0005384399628048771 0.00033724587735596323 -0.0021379315767228644 0.0014084881380511539 -0.0022079695045279786 0.0011591634746410781 0.0003385397276974713 -0.0022976024868096661 -0.0021347693112350645 1.8173535925382191e-05 -0.0021862114646360722 3.1644366750247824e-05 0.0017637447600098962 0.0019758297849569542 -0.0026016540412209599 0.00093063698365905025 -0.00098662131769117699 0.00042456309130153044 -0.00039921489208685665 0.00081057965242121825 0.0020584317081874339 0.00024862267266800348 0.00024304527014376519 -0.0027524459871794134 0.00029334145356433748
leaf_weight=106.48385976618374 1.8574268212687486 6.0621108887717217 1.8630162841582194 1.1608803942799566 1.6962491602971557 0.73799303756095413 0.69284469579611085 2.1910609486876638 2.7668906709877765 1.1190967856673513 1.447679542005061 0.62418140843510617 1.0568756223219677 1.2080820258706797 10.814134823041966 0.9500039027298034 12.799885571929734 1.6280973412212909 0.17455262411385764 0.30694097354898986 3.5618819809751576 3.0435968339443198 1.1591931879520418 6.2620730344206077 3.0617910325527191 1.9537885822355745 0.28275612683682982 28.364860526253327 1.066959323594346 2.3882136307292967
leaf_count=1128 65 37 20 38 15 20 179 105 15 48 4 14 67 120 280 172 664 13 2 89 51 30 4 49 18 54 72 515 16 130
internal_value=0.000162607 3.15375e-05 -0.000260486 -0.0011754 0.000212863 0.00020152 -1.97331e-06 -0.0014636 0.000271608 0.000242543 0.000119306 -0.00129619 -0.00104519 -6.16066e-05 -0.00019817 0.000152039 -0.000121591 0.000290291 0.00114614 -0.00094221 0.000218372 0.000100605 0.000565472 -0.000244267 -1.93989e-06 0.00145002 -0.00176017 0.000190451 0.000146378 -0.000647199
internal_weight=208.787 57.8675 16.9035 3.01831 150.92 149.223 38.2292 2.92905 110.994 108.227 35.3002 1.74328 2.03248 13.8852 12.0222 40.9639 13.7499 27.214 2.10959 0.481494 25.1044 21.5426 9.17509 12.3675 9.32386 3.11298 1.33963 33.2677 31.82 3.45517
internal_count=4034 1706 523 103 2328 2313 1108 125 1205 1190 983 62 318 420 400 1183 836 347 104 91 243 192 95 97 67 58 139 665 661 146
is_linear=0
shrinkage=0.00196078


Tree=854
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 2 2 0 1 1 2 2 2 0 0 2 2 0 1 1 2 2 0 0 2 2 2 2 1
split_gain=0.334727 0.815411 0.921423 1.57966 0.827828 0.874352 0.786858 1.1861 0.514481 0.408687 0.386495 0.387335 1.07537 0.426196 0.497997 0.466233 0.370003 0.33381 0.331076 0.320137 0.53895 0.52748 0.606236 0.302909 0.513986 0.380408 0.819609 0.57879 1.33668 0.512842
threshold=0.39072183470000005 0.53544804050000006 0.39587138110000003 0.39408999735000005 43.631818398850008 36.728658719300007 39.110279783550006 40.750688432250008 0.53475943835000017 0.39045238170000002 0.4662734648500001 37.198331469900005 35.050303764500008 42.599563320500003 0.53866650695000018 0.53866650695000018 42.865207177650007 42.865207177650007 0.54386096225000014 0.4019490434500001 0.41714319930000004 41.827117825850003 41.178189531300006 0.47883296910000012 0.4784437592000001 41.872294782850005 44.262924377150007 42.719328117250008 42.686561923500008 0.36042334060000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 6 5 -4 -2 -8 -6 23 11 12 18 15 -15 -13 -9 -16 -3 -17 -21 22 -22 24 25 -1 27 28 -27 -29
right_child=1 10 4 -5 8 -7 7 16 -10 -11 -12 13 -14 14 17 19 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00027565617126070033 -0.0017705692550161842 0.0020667445026365419 0.00035668701673640855 0.0012682107108798388 -0.00093379458618306243 -0.0021198534559414024 0.001530489124289479 -0.002041547656090797 0.0022950292591967401 0.00093240960240812624 -0.0013147318944465533 0.00080817139398267613 -0.0018541314391750576 -0.0023146520667133275 -0.0010533130037285359 0.0010593143511452489 0.00044852404828469585 0.00013289312675277945 1.2399367317861353e-05 -0.00059343532007608446 0.00022054384442671214 0.0009229876737523818 -0.0010806387756662117 0.00026065480305345829 -0.00072590936991414668 -0.00075893006218770496 0.00025409914449862751 -0.0017214749344409645 0.0022157688836728999 0.0013933973598882271
leaf_weight=24.381418724578907 1.6735432565910726 0.4236114546656603 0.69265536376042325 2.395890331332339 0.38271370337861288 2.6261502033812576 1.0418271981179716 0.83474541921168544 0.3762688934803009 3.0271713361144057 0.67996756796287527 5.7961751744151107 1.2793069746112449 0.42371204285882313 1.146936102886684 1.5969987437129045 0.31638080376433209 4.4545100707982783 1.0472021165260228 3.2688423385843661 21.739064571302158 3.8365405073855063 1.4697256314684626 106.30568796099396 2.9411357226781538 3.0583650303015015 9.1257106474949961 2.1586968022820661 0.71689957380294789 0.2243372832526801
leaf_count=469 33 3 20 19 194 140 11 59 1 15 757 25 66 14 18 5 16 238 74 37 306 47 35 878 31 118 187 193 3 22
internal_value=0.000170945 4.35261e-05 -0.000455139 1.7183e-05 -0.0011805 -0.00160298 -0.000758021 1.47003e-05 0.000666909 0.000219168 0.000152856 0.000174324 -0.000539439 0.000219209 -0.000265031 0.000296585 -0.00135716 -0.000109991 0.000604075 0.000203663 0.000158586 0.000249479 0.000138145 0.000204669 6.498e-05 0.000123623 -0.000118903 -0.000671639 -0.000194053 -0.00142824
internal_weight=209.442 57.5028 10.3402 6.26239 4.07779 3.31881 3.8665 2.19295 0.758983 151.939 47.1626 46.4826 2.75012 43.7325 6.02516 37.7073 1.15113 5.60145 1.47081 31.9112 30.3142 27.0453 23.2088 148.912 42.6066 39.6654 15.284 6.1583 3.77526 2.38303
internal_count=4034 2118 493 138 355 160 119 86 195 1916 1625 868 143 725 270 455 75 256 77 430 425 388 341 1901 1023 992 523 336 121 215
is_linear=0
shrinkage=0.00196078


Tree=855
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 0 1 0 1 0 2 1 2 2 2 2 0 0 2 1 1 2 1 0 1 1 0 0 2
split_gain=0.0456206 0.408567 0.238708 0.198175 0.548623 0.656136 0.79134 0.514935 0.361332 0.502559 0.349215 0.515975 0.486446 0.994232 0.768446 0.497879 0.849066 0.402999 0.320184 0.467063 0.166554 0.212676 0.567161 0.33449 0.20917 0.174593 0.936205 0.658398 1.32782 0.521993
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.34536391125000004 0.34524415440000006 0.4815274992000001 0.48351845755000006 0.34488488370000009 0.48537468940000006 0.34587287805000005 0.48351845755000006 40.720231579350006 0.34560342505000002 41.32819714970001 41.681597818500002 42.719328117250008 41.806790701050012 0.48386275860000011 0.4815274992000001 42.141702038450013 0.35275889945000011 0.34569324270000007 42.865207177650007 0.34566330350000002 0.47721625100000004 0.34479506600000004 0.34488488370000009 0.47736594710000008 0.4764977096500001 41.147265497500008
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -4 10 -10 11 -5 -13 -14 -15 16 -16 -12 -18 -20 21 23 -23 25 -22 27 -27 28 -1 -28
right_child=2 -3 3 8 -6 6 -8 -9 9 -11 17 12 13 14 15 -17 18 -19 19 -21 24 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0041346714201257097 0.031996832922564312 -0.040327527353815083 0.0056011078690942516 -0.040265650598675443 0.040151388517384777 0.040417780204590338 -0.019132014659118655 -0.051956315671112099 0.051034257020929258 0.0014228321263318813 -0.0058207480515232368 -0.028099487463600782 0.076689970914719255 -0.05122924110484274 0.10710761866048069 -0.034425857933108032 -0.023172075568113095 -0.076188741406565189 0.0026538673745212932 0.088087082265317765 -0.014961506535764696 0.017237046759626336 -0.10979206524324742 0.05692157768274201 0.090928599568417978 -0.10410435938540825 -0.036277068937228853 0.053363372781754695 -0.15145814584162343 0.011033320632215935
leaf_weight=14.192071057434994 2.593062123283743 2.5881338724866501 3.0426225028932121 3.6684814064356095 4.7741208188235751 5.9209997877478582 3.5812382679432631 3.1777288615703583 2.0869022831320754 94.580132612875843 1.5915797166526311 4.1555730239488176 1.9617431424558152 2.3454373180866224 1.1010218672454355 1.6358364541083572 1.8287731944583354 1.6655711960047481 1.988576799631119 0.94354194775223721 0.31911845043532494 0.81024954008171224 0.62075979854853358 1.054414328187703 0.44904715660959482 0.96150442427369753 3.1759623969473969 2.5267871660180381 0.57052704831585366 8.7774222499574517
leaf_count=518 15 31 17 27 32 26 36 26 18 2602 16 38 7 12 20 12 14 25 8 53 133 27 34 10 8 34 82 12 7 134
internal_value=0.00112987 -0.00204867 0.00193309 0.00137646 0.0104614 0.00144609 0.0179744 -0.0238027 -0.000181103 0.00249387 -0.0114797 -0.00644784 0.00132509 0.0116831 -0.0012727 0.0143546 0.0279674 -0.041804 0.00966516 0.0301459 0.000912391 -0.000169169 -0.0378671 0.00155663 0.0469388 -0.000376133 -0.00917292 0.00619493 -0.00187849 -0.00153684
internal_weight=178.689 36.046 142.643 140.05 20.4967 15.7226 9.50224 6.22035 119.553 96.667 22.8861 19.629 15.9605 11.8049 9.84319 7.49775 5.86191 3.25715 4.76089 2.93212 33.4579 32.6897 1.43101 31.2587 0.768166 30.2043 12.9149 17.2894 14.7626 11.9534
internal_count=4034 1030 3004 2989 137 105 62 43 2852 2620 232 191 164 126 119 107 95 41 75 61 999 858 61 797 141 787 250 537 525 216
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 2 1 2 2 1 0 2 0 0 2 2 2 2 1 2 1 1 1 2 1 2 2 2 2
split_gain=0.0649962 0.191915 0.135797 0.706894 0.686295 1.28926 0.470863 0.358039 0.290428 0.684334 1.72654 1.20401 0.235173 0.862266 1.08437 0.748239 0.998136 0.455167 0.339424 0.425494 0.231617 0.458131 0.449242 1.05471 0.729513 0.696312 0.284155 0.571585 0.319748 0.346192
threshold=41.218101594450012 41.147265497500008 0.34569324270000007 0.34545372890000009 0.4784437592000001 42.47354681640001 41.243661560350013 0.3459626957000001 41.741384785950011 42.198888176300009 0.34575312120000007 0.48244064550000004 42.824128352900011 0.47997065955000012 0.45994131915000008 41.872294782850005 42.094663496250007 42.522337019050006 41.535369675400013 0.34515433670000012 41.872294782850005 0.34614233110000009 0.4019490434500001 0.39408999735000005 41.571132012400007 0.34623214870000002 42.094663496250007 42.283941020600004 42.006870117350005 41.942745071500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 -6 -4 8 -8 -10 -11 -12 15 14 -14 18 -17 -18 -2 -20 22 -22 23 25 -24 -9 28 -28 29 -23
right_child=2 -3 6 4 5 -7 7 20 9 10 11 -13 13 -15 -16 16 17 -19 19 -21 21 26 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021971087478043091 -0.0056192868360152026 0.03557078194509581 0.09396650185205932 0.007722950635103411 -0.13642545330764067 -0.013824531927528597 -0.0059399437724059886 0.013514453209625538 0.070582073733327297 -0.16641598429992704 -0.067388030736580271 0.10455299722472469 0.0034917791935375553 0.043840514852427181 -0.11398955670382785 -0.13466413664002053 0.0087342350801646422 -0.048974618641785518 0.0017088901699206594 0.061764427396889067 -0.05873508608066659 0.025236557388011671 -0.1299902498592963 0.072329582767340889 -0.001726620181358872 -0.067636135572038444 -0.088658264227985187 0.0018620390451302806 0.048630321765099217 -0.04757177274773617
leaf_weight=93.642343968954947 7.6903195017075685 1.7553598949743889 0.55774335494788729 2.0464013987220815 1.473942263517529 2.0516657689586282 2.5313420370221129 2.0189074277877799 2.623558945953846 0.51004362909588996 0.63743948895717029 1.1278369072824714 7.0544439075856626 4.8745828680694103 0.88413792932988133 0.86445690616710535 2.8400777282931813 2.6345989755282062 2.6633022885944229 2.1178883090615273 1.2143211084185193 1.9755129738186981 0.83786764125943569 1.3562272274866698 0.94194256348419003 2.2200538769830018 0.72000663117796904 22.386669170266259 2.7347476835711859 0.97556306570913864
leaf_count=1801 62 31 14 32 25 23 13 25 10 8 26 53 182 30 71 37 59 48 32 11 16 32 39 14 62 52 41 1118 33 34
internal_value=0.00103329 0.0028112 -0.00102094 -0.00549994 -0.0383421 -0.06508 0.00265111 0.00151458 0.0215638 0.0357755 -0.00435828 0.0424653 0.000286737 0.0107354 -0.00959238 -0.00683053 -0.0348051 -0.0190372 0.00738863 0.0283112 -0.00247052 0.00143183 -0.0183481 -0.00442811 -0.0621083 -0.0289862 0.00396936 -0.000958584 0.0239961 0.00116767
internal_weight=177.963 95.3977 82.5656 37.1958 5.57201 3.52561 45.3698 44.812 7.43022 4.89888 2.27532 1.76528 31.6238 12.8132 7.93858 18.8106 6.33913 5.47468 12.4715 4.78119 37.3818 30.0068 7.375 5.59519 1.77981 4.23896 28.7925 23.1067 5.68582 2.95108
internal_count=4034 1832 2202 612 80 48 1590 1576 110 97 87 79 532 283 253 249 144 107 105 43 1466 1274 192 91 101 77 1258 1159 99 66
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 0 0 2 1 1 2 1 2 2 1 0 0 0 1 2 1 0 0 1 0 2 2 1 1
split_gain=0.309117 1.63127 1.0908 1.54267 1.33503 0.755247 0.93434 0.643704 0.980486 0.639277 0.559248 0.56976 0.599169 1.12603 0.825302 1.27723 0.559822 0.458823 0.495264 0.416052 0.436 0.397726 1.78241 0.537119 0.830888 0.621547 0.913411 0.601366 0.489699 0.711214
threshold=0.37286308795000006 0.50278434775000014 0.51401155655000019 0.50465554925000011 0.37473428940000003 0.51675099550000014 0.52005927965000021 0.5054040298000001 39.861052345600008 0.37668033890000002 0.36491422415000008 38.625745710700009 0.35374689380000007 39.792680591700012 40.377444152000002 0.35807311160000005 0.49336846205000007 0.47565941140000007 0.48098859315000003 0.35862698720000002 43.426640904350009 0.38906020780000011 0.5216909673500002 0.52366695610000014 0.39408999735000005 0.53043322055000008 38.334060527150008 39.110279783550006 0.39542229275000007 0.39971857130000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 -4 -7 8 -3 -5 11 17 16 -14 -15 -16 -13 -1 -19 -17 -21 -8 -23 27 25 26 -25 -24 -26 -30
right_child=2 7 5 9 -6 6 21 -9 -10 -11 -12 12 13 14 15 19 -18 18 -20 20 -22 22 23 24 28 -27 -28 -29 29 -31
leaf_value=0.00010545181502648855 0.0021185911447732554 0.00047224832154916179 0.00090944244385048111 -0.002451954163388447 -0.0013719049031955274 -0.001495953084175667 0.00058564502657212968 0.00030976512890150746 0.0021098555123300463 -0.00078805828558917797 -0.00050181852702622703 0.00011476331833529691 -0.0027478589188356926 0.0018693141318241011 -0.0033734323373243997 0.0020511119313067839 0.00082624846406559554 0.0018143436593017069 0.00056565352088146291 -0.0022678611096763543 0.00057583167288848209 -0.0023137850652759345 3.6441811523053508e-05 -0.00019825016509500019 0.0008607570626723754 0.00031431666179997022 -0.0022388073363804185 0.0011831533234956204 -0.00070136411698475207 0.00012206484893965761
leaf_weight=3.7906561595391377 1.0308978706598271 2.4929899722337705 4.1782219649758181 1.6523006197530778 0.71242332791371143 1.468647043868258 5.5987517088651648 3.3171172144357115 3.2228707503527403 1.9186080013387252 5.1150689278219934 96.135016283893492 0.78928794898092691 0.63485443135141428 0.50551396142691363 0.37255630997242384 4.4486067052930585 1.8610685914754865 3.5518942447379231 0.31662632706866134 0.60029991861665621 1.2127950412686903 3.5985142989084116 1.68819365161471 3.0221058800816527 1.4583027161424977 1.685367082012817 3.4382847379456507 4.4346028677828135 44.510456902843998
leaf_count=222 5 13 28 42 57 27 52 30 31 40 52 1112 15 4 9 6 40 12 43 30 65 18 23 23 26 25 75 26 207 1676
internal_value=0.000133303 0.000193749 3.91223e-05 -0.000819811 0.00069217 9.89508e-05 5.19929e-05 0.000996862 0.00139561 -0.00155796 0.000132333 0.000161037 0.00011958 -0.00071313 -5.21896e-05 -0.000731787 0.000146231 0.00062861 0.000994974 0.000303813 -0.000406132 8.41723e-05 4.10104e-05 8.57483e-05 2.24416e-05 -0.000755304 -0.00121767 0.000596742 9.47558e-05 4.74591e-05
internal_weight=208.763 127.154 81.6085 5.31423 1.74332 76.2942 72.116 9.03298 5.71586 3.57091 118.121 113.006 103.803 3.21914 2.42985 1.795 100.584 9.20362 5.41296 1.28948 0.916926 70.6474 65.0486 63.8358 56.799 4.83186 3.37356 7.0368 51.9672 48.9451
internal_count=4034 1684 2350 144 62 2206 2178 74 44 82 1610 1558 1281 129 114 110 1152 277 55 101 95 2151 2099 2081 2032 123 98 49 1909 1883
is_linear=0
shrinkage=0.00196078


Tree=858
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 0 2 1 2 2 0 0 0 1 2 2 1 0 1 1 1 2 0 1 2 2 2 1
split_gain=0.268438 1.18474 0.84896 0.836712 0.818187 1.2216 1.08651 0.786388 0.434392 0.432729 0.929246 0.473264 0.653683 2.20466 0.614039 0.53469 1.84457 1.05133 0.727662 0.493589 0.520028 1.63042 0.719898 0.575456 0.800145 0.754485 1.00673 0.830754 0.80391 0.649658
threshold=0.37286308795000006 0.50339810185000011 0.36533337325000009 0.5054040298000001 0.51401155655000019 40.040005255000004 43.832725745850006 0.48637765340000011 41.919251152600005 0.35651627195000007 40.664404858950007 39.664548207900005 0.4778150355000001 0.47700667645000011 0.47396784530000008 0.34608245260000009 41.806790701050012 39.896141435400004 0.3459626957000001 0.48386275860000011 0.34560342505000002 0.34551360740000009 0.34542378970000004 40.563919884450009 0.47883296910000012 0.34479506600000004 41.646178195200001 41.035283712600005 41.385032804600009 0.34452561300000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 9 -9 11 -11 12 13 14 -1 17 -17 -13 19 20 21 22 23 24 -19 26 28 -27 29 -25
right_child=4 3 -4 -5 -6 6 -8 8 -10 10 -12 15 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=4.0296373185494817e-05 0.00012358762479333619 0.0016414444914321484 -0.00066138492759276464 0.00026370878390280343 8.8224711414182e-05 -0.002610825616014389 0.00068895381433962347 0.0007740078009609105 0.00020829132420690298 -0.0028586964378735161 0.00011256577548410211 -0.0016146244651404377 0.00095484090074200582 -0.0030720938959112867 0.0013573690389150064 0.0020497352601863425 -7.436685153008337e-05 -5.8561306388917645e-05 -0.0010710142479676754 -0.00059827581052654562 0.00046028244705405351 -0.0015148515120256838 0.0008277459478946064 -0.00048673455497696733 0.0012920323563999857 -0.0014328358320962267 -6.4097937191455931e-05 -0.00017991937996317955 0.0022081066828209175 0.0013501748700017295
leaf_weight=4.4474258991322113 2.7769209007601594 3.5276478696614495 4.9039938208443337 3.2617360497824848 77.339621297720214 1.652228086255491 0.49965670702295018 11.373743366450073 9.6427564695477468 0.59649780855033796 1.2584055526967857 1.5101749673485745 5.738921731710434 0.76808314770460118 1.9610080011188982 2.2299698470160356 5.3257837829005439 3.753052993444725 2.1987777454778543 3.9394536688923827 13.38836278952658 2.5103086750023058 4.7856714604422441 1.4566782405890983 3.0627456158399582 2.2906855669280075 11.059368353002354 18.202715000516037 1.5011678026057778 1.5050464719533918
leaf_count=211 45 35 46 30 2206 50 49 122 53 28 102 12 34 6 18 34 47 29 15 40 141 32 38 45 17 64 287 180 11 7
internal_value=0.000126006 0.000182816 0.000137515 0.000979557 3.88608e-05 -0.000735725 -0.00184463 0.00017173 0.000514447 9.46872e-05 -0.00084293 0.000113667 0.000461553 6.70803e-05 0.000443326 5.65895e-05 0.000552531 3.93368e-06 3.90258e-05 7.52087e-05 0.00011698 2.52891e-05 0.000106483 2.58946e-05 0.000548341 -7.29761e-05 0.000253115 -0.000319966 0.00103919 0.00044672
internal_weight=208.469 126.2 119.411 6.78938 82.2684 4.92881 2.15188 114.507 21.0165 93.4903 1.8549 91.6354 12.9154 7.17652 6.40843 78.72 7.55575 71.1642 69.654 67.4553 63.5158 50.1274 47.6171 42.8315 6.8158 36.0157 15.5223 20.4934 4.46289 2.96172
internal_count=4034 1684 1619 65 2350 144 99 1573 175 1398 130 1268 269 235 229 999 81 918 906 891 851 710 678 640 46 594 350 244 63 52
is_linear=0
shrinkage=0.00196078


Tree=859
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 1 0 0 0 1 2 0 1 2 2 0 0 1 0 0 2 2 1 1 0 1 1 2 1
split_gain=0.0658698 0.363299 0.358632 0.22192 0.145005 0.74019 1.91266 0.491632 1.1365 0.437264 0.276991 0.233211 0.493287 0.180898 0.442582 0.481645 0.457691 0.819954 0.489442 0.678984 0.307529 2.00189 0.498525 1.32033 1.41891 0.623738 0.448619 0.444685 0.861578 0.425325
threshold=41.436838994450007 41.385032804600009 41.535369675400013 0.48200652675000005 0.47769527860000011 40.80591513400001 0.34536391125000004 0.47736594710000008 0.47700667645000011 0.47464147780000004 0.34440585610000002 39.525197829750006 0.46898296455000005 0.36533337325000009 38.625745710700009 40.137820134150012 0.48597347385000006 0.48271009850000007 0.34494476210000008 0.47997065955000012 0.5216909673500002 40.098777110850008 38.625745710700009 0.39591628995000006 0.39971857130000005 0.52366695610000014 0.4019490434500001 0.38733870245000007 39.256147742250008 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 -7 8 9 10 11 12 -1 14 -6 -16 17 18 -17 -20 21 27 25 -24 -25 -22 -26 28 29 -15
right_child=2 -3 -4 -5 13 6 -8 -9 -10 -11 -12 -13 -14 20 15 16 -18 -19 19 -21 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.010755005460983369 -0.0077144953404361923 0.043792229110223659 0.00030907902073900554 -0.060720873750030817 0.034357721710300188 -0.16818031761628113 0.03467093717269161 0.064673321617690446 -0.11561897093645063 0.073296742754815791 -0.077196979483747208 -0.047655506277535176 0.06449122132108713 -0.033158988844352498 -0.016277458147055477 0.042445807134238921 0.047682534590872731 -0.027725142522972979 -0.021111617046695005 0.029285454555520132 -0.066182761576497259 -0.097473844991673594 0.049748194910248553 -0.11788620973052022 0.043334672745026441 -0.0036984255133078203 -0.00042736733754468903 -0.037541443629161994 0.058726776556311845 0.016052031909989654
leaf_weight=2.6173039821906046 1.5822582698601757 2.1082532990294558 66.434448213415635 1.5771139678472534 5.5944470260292283 0.92744150928046998 0.93183476314879954 1.1296745613217352 0.83801156282424916 0.89226944744586933 0.45334892257278614 0.7190997308352961 1.3059305828064678 3.2307736864313465 8.6836512186564487 5.2392879631370368 3.0065422393381587 5.3867960684001437 5.1304367668926698 5.5818047933280468 1.8677343684248615 2.3551387487314051 6.7440181424608481 0.98534625628963368 2.6530664358288076 11.04457063131383 20.012531392940218 2.1861741138418429 2.8478580275550485 3.8482534438371658
leaf_count=157 11 16 2024 35 62 32 10 4 8 11 129 30 11 25 66 24 49 47 29 31 17 34 56 42 9 547 405 38 28 47
internal_value=0.00114415 0.00268644 -0.00125638 -0.0341745 0.00187052 -0.00970909 -0.066515 0.00356677 -0.00654616 0.00871853 -0.00258931 0.00469653 0.0142923 0.00304951 0.00834773 0.0039421 0.0111543 0.0060075 0.0173989 0.00514868 -0.000492358 -0.0131148 0.00372459 0.0107176 -0.000411894 -0.0127366 0.00469509 0.00328707 0.0122786 -0.00640722
internal_weight=177.915 108.322 69.5938 3.15937 106.213 9.81492 1.85928 7.95564 6.82596 5.98795 5.09568 4.64233 3.92323 96.3984 38.623 33.0285 24.3449 21.3383 15.9515 10.7122 57.7755 14.4682 43.3073 30.395 23.6509 12.9123 22.6656 12.1131 9.92689 7.07903
internal_count=4034 1964 2070 46 1948 392 42 350 346 338 327 198 168 1556 308 246 180 131 84 60 1248 172 1076 512 456 564 414 138 100 72
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 0 1 1 2 2 2 0 2 0 2 1 2 1 1 1 0 1 1 0 1 2 2 0 2
split_gain=0.314804 0.208662 0.938087 0.899449 1.27436 0.996835 0.882569 1.13069 0.829034 1.42709 0.537163 1.28481 0.45816 0.450363 0.573053 0.431536 0.725341 2.34059 0.448389 0.784791 0.400198 0.394998 0.392091 0.954584 0.400175 0.447978 0.82365 0.384524 0.6184 0.364221
threshold=0.57619532350000013 0.39072183470000005 0.53544804050000006 0.3975479776000001 43.631818398850008 0.39408999735000005 0.53043322055000008 0.39091643965000006 0.39587138110000003 36.957836847500012 37.198331469900005 35.050303764500008 0.53475943835000017 42.599563320500003 0.54136103710000005 37.784765830350004 0.4301667614500001 39.952536079750011 0.42114008565000011 0.41911918805000009 0.43837010870000009 0.5654770815500002 0.39019789825000006 0.38976377950000002 0.5216909673500002 0.38370108680000009 36.893814626400008 42.865207177650007 0.53866650695000018 39.458743938000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 5 -5 6 7 -3 -7 -10 11 -4 -6 14 -12 -16 17 -17 19 -19 21 -18 23 24 25 -1 -27 -15 -29 -22
right_child=-2 2 10 4 12 8 -8 -9 9 -11 13 -13 -14 27 15 16 20 18 -20 -21 29 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0001773512078871175 -0.00080864962341086334 8.2896179292817071e-05 0.00058865220359729056 -0.0021310606689469553 -0.00074690363340303352 0.0012419665266883572 0.0011216422108653054 -0.0022014550710029038 0.0016669021112880613 -0.0021233782941043116 0.0006141126593796121 -0.0018358879743746318 0.0023072207092174435 -0.0012831254931460452 0.00085292748645461711 -0.002486056435377239 0.0003197055300872569 -0.00031562622825060359 -0.00050447067058214897 0.0011229953407179637 0.000554826354624125 0.0014157428749024144 0.00070042105979826021 -0.0012974040028939356 0.00077157640407344533 0.00061469029909135854 -0.001169052165452345 -0.0022912148199359917 0.00015818464559511232 -0.00019615733178749624
leaf_weight=129.08047525468828 1.3645222093250584 1.4433270627632722 1.7062766806920984 2.2456016573996744 0.36983437856179069 2.5356339518621098 0.743705604225397 1.970278456166852 0.64767912775278069 0.93074855982558802 13.329788617789744 1.6557364629697984 0.38588252663612366 1.2007900495082129 2.8284331571776447 1.6564015920739645 3.1492400974966577 3.0307130482979101 3.5859740097075701 2.809190584346652 4.0681895724264887 2.1119371578097343 5.3099782567005596 1.7124054245650757 4.2001440057065329 1.6300295442342747 2.5557549769291654 0.43306238669902075 4.666669211423141 6.3718325133668259
leaf_count=1788 920 14 41 121 137 19 7 98 5 91 57 46 1 15 29 40 47 32 32 15 41 23 29 14 40 14 31 14 194 79
internal_value=0.000130084 0.000136231 4.29093e-05 -0.000470396 -0.00138987 -0.000136761 -0.000813906 -0.00123559 0.000547502 -0.000568106 0.000152907 -0.000605394 0.000812587 0.00020468 0.000276507 0.000124534 4.76135e-05 -0.000336464 4.12817e-05 0.000376399 0.000318705 0.000759676 0.000177488 0.000157537 0.000175661 0.000156879 -0.000474427 -0.000284867 -4.98151e-05 9.64804e-05
internal_weight=209.73 208.366 63.8769 11.2727 3.00132 8.27137 4.15731 3.41361 4.11406 1.57843 52.6042 3.36201 0.755717 49.2422 42.9417 29.6119 26.7835 11.0823 9.42588 5.8399 15.7012 5.26118 144.489 139.179 137.466 133.266 4.18578 6.30052 5.09973 10.44
internal_count=4034 3114 1198 493 259 234 119 112 115 96 705 87 138 618 395 338 309 119 79 47 190 70 1916 1887 1873 1833 45 223 208 120
is_linear=0
shrinkage=0.00196078


Tree=861
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 2 1 1 1 0 0 0 1 2 2 2 2 0 2 2 2 0 2 2 1 0 0 0 0
split_gain=0.0547103 0.300459 0.289703 0.192145 0.130436 0.15108 0.586654 0.645476 0.442831 0.441301 0.503217 0.402506 0.369961 0.367756 0.353252 0.480648 0.342459 0.602294 0.317628 0.836658 0.384821 0.349603 0.329216 0.251489 0.240754 0.323275 0.348441 1.09378 0.225029 0.875828
threshold=41.436838994450007 41.385032804600009 41.535369675400013 0.34530403280000005 41.605323437500005 0.34569324270000007 42.434124620650003 0.34494476210000008 0.34521421515000011 0.3459626957000001 0.48098859315000003 0.48271009850000007 0.47754558250000007 0.34608245260000009 42.522337019050006 42.719328117250008 41.770271989050009 42.066503896600004 0.48306936920000004 41.827117825850003 43.525909308350002 41.674196414850009 0.47736594710000008 42.67709657435001 42.779078631750004 0.34554354660000003 0.47997065955000012 0.45994131915000008 0.50339810185000011 0.50706565670000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 7 12 -9 10 -7 23 -6 -11 -8 -16 -10 -18 20 21 -15 -20 -22 -12 -17 26 27 -26 -21 -30
right_child=2 -3 4 -5 5 9 14 8 16 13 11 -13 -14 18 15 24 17 -19 19 28 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0018275248871244274 -0.056294804908612141 0.040285181129996878 0.021235928198655978 -0.0069951993928287692 -0.04239029952307527 -0.027566445307531974 0.05090160166974525 0.016296115111904874 -0.00080594905277472668 -0.057969446894131332 0.11241462715658701 0.017995106604452527 -0.14698259575831915 0.044847360607850592 -0.063126718479642949 0.042893139018111724 -0.010678377661241446 -0.12298098393447961 -0.018306626392120183 -0.012078927975475363 0.030796999181096893 -0.13663074049688118 -0.1136457049632203 0.033326896271013276 0.0033605870511985362 -0.053678371330653223 0.021995091675843396 -0.1118614837602723 0.07477220495415686 0.00038215902419721424
leaf_weight=105.71304885481601 1.5151586859719821 2.0713197999175454 2.8690149340254711 1.6531419305392772 0.69515861940635904 1.0956180680077512 1.4051184175768892 2.3862456497736275 1.2897132411599161 1.0820093662478019 1.1300405412912371 1.9180687144398687 0.65857724007219076 2.9160325981829405 1.1700769154413162 1.3986115129664565 0.94389100233092882 0.96662493306212127 0.41212894152704638 8.7599288569326763 0.31625386979430903 0.63359918574860785 0.31492318073287606 0.62413585744798172 7.1155818932493222 1.0617430711863569 5.9114357829093942 0.9317515838483813 1.7463453612217588 16.885875950024683
leaf_count=1948 20 16 31 26 58 33 20 16 8 10 4 10 7 81 28 15 18 22 22 98 65 43 9 51 184 26 37 83 32 1013
internal_value=0.00115406 0.00256658 -0.00102693 -0.0305715 0.000377753 -0.000560664 -0.00643968 -0.0313212 -0.0163088 0.00346919 0.031911 0.0496561 -0.0932733 -0.000631755 0.00265163 -0.00120284 -0.0406206 -0.0674978 0.0013079 -0.0022116 0.0295236 -0.0899984 -0.0412721 0.0842752 0.00321005 -0.00048498 0.00356106 -0.00998027 0.00113977 0.00735453
internal_weight=177.591 107.784 69.8068 3.1683 66.6385 63.7695 25.9345 6.94021 5.58647 37.835 4.76786 3.67225 1.35374 33.0671 18.9943 17.5892 3.20023 1.91052 31.9851 28.4379 3.54721 1.04573 0.631177 1.75418 16.4191 15.0205 13.9588 8.04733 27.3922 18.6322
internal_count=4034 1964 2070 46 2024 1993 522 129 64 1471 98 65 65 1373 393 373 48 40 1363 1208 155 65 74 55 345 330 304 267 1143 1045
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 0 2 1 0 1 1 0 1 1 1 0 0 0 2 2 2 0 1 2 0 2 2 1
split_gain=0.443467 0.998619 0.952807 0.671411 1.87063 0.629287 0.536318 0.752609 1.23521 0.511047 1.59364 0.671928 0.575888 0.728472 0.61619 0.482181 0.612131 0.780164 0.757774 0.55699 0.490243 0.949255 0.649572 0.446408 0.760452 0.409226 0.407603 0.383192 0.379014 0.368502
threshold=0.50706565670000014 0.37668033890000002 0.50339810185000011 0.36698003050000011 0.37286308795000006 0.37078231190000005 0.38370108680000009 0.52005927965000021 34.41230404325001 0.38906020780000011 0.5216909673500002 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.39408999735000005 0.39542229275000007 0.39971857130000005 0.52453519355000011 0.53544804050000006 0.53866650695000018 43.631818398850008 36.79544512155001 43.680097826700013 0.53043322055000008 0.39045238170000002 39.896141435400004 0.50086823750000009 37.198331469900005 49.835088602800006 0.4662734648500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -5 -2 -3 8 -8 -9 -11 -12 -13 -14 23 -16 17 -17 -18 -20 21 -19 -22 24 -15 -7 -6 -21 -24 -29
right_child=1 6 -4 4 26 25 7 9 -10 10 11 12 13 14 15 16 18 20 19 27 22 -23 28 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00020685927860561657 -7.3847625299950531e-05 0.00069586539684752808 0.0010553840282566266 -0.0026036987740693843 -0.00023293241826935924 -0.00065619441581900762 0.00077162704361388615 0.0007397758388849651 -0.0024403195246886235 -0.0022879265712386861 0.0021815723757262259 -0.0014452398262069905 0.00087485581584326871 9.8600261385695123e-05 0.00087186539784446699 0.0018298435652889474 -0.0016631141157938628 0.00022600101544304794 0.00073490236879686019 -0.00091314477500207311 0.0021569798689854195 -0.0022035990228368059 -0.0021692060756888757 0.00032588919412042237 -0.0016773763890860121 -0.0023328017059653745 0.0019277615277289129 0.00012519670109300971 0.0014351322223307933 -0.00130838801217948
leaf_weight=116.27970178984833 1.9299326073378313 5.1468701077392316 5.0415246618213123 1.1905807215662201 0.72461338245921048 0.99804113875143263 0.76189028867520292 4.1656326252850695 1.1629774575867484 1.1194663220085193 0.57528299395926197 0.97137065231799979 4.1010865319694849 1.548342585563659 2.8241074043326071 0.42625685781240363 0.91364416254873404 0.93131049477960992 5.3407637259224421 1.4963737232533265 0.39738522376865137 1.8393196618417276 0.3910346124030184 1.4061291847610844 2.3097202564240433 1.2743897446198387 0.62535711751843337 37.08957466317861 0.15728248038794845 0.70242693346517526
leaf_count=1601 14 49 56 18 45 20 6 36 40 18 3 6 34 9 26 3 111 14 31 314 2 90 93 25 94 35 15 642 6 578
internal_value=0.000147005 3.3193e-05 0.000220497 0.000185073 -0.000812092 -0.000897192 8.47885e-05 4.02597e-05 -0.00116898 7.41376e-05 3.11756e-05 7.21106e-05 5.2801e-05 7.63187e-05 1.96342e-05 8.37506e-05 3.89543e-05 -0.000682671 0.000104594 0.000140782 -0.000970852 -0.00138692 0.00024811 -0.000619917 -0.00096463 -0.00159644 0.000767982 6.00188e-05 -0.00113532 9.85512e-05
internal_weight=203.842 79.9806 123.862 118.82 2.54055 4.20236 75.7782 70.6314 1.92487 68.7065 64.5409 63.4214 62.8461 61.8748 57.7737 52.5095 49.6854 4.14259 45.5428 44.6291 3.71633 2.77063 0.945702 5.26419 3.85806 2.27243 1.34997 39.2884 0.548317 37.792
internal_count=4034 2299 1735 1679 78 69 2230 2181 46 2135 2099 2081 2078 2072 2038 1910 1884 208 1676 1565 205 104 101 128 103 55 60 1534 99 1220
is_linear=0
shrinkage=0.00196078


Tree=863
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 1 0 1 0 1 1 1 0 0 2 1 1 0 1 2 2 2 0 1 1 1 2 0 0 0
split_gain=0.343655 0.797272 0.648117 1.37227 0.850034 0.748124 0.525806 0.508098 0.749487 0.414643 0.409546 0.365103 1.03526 0.593799 0.449765 0.2851 0.253308 0.392117 0.476584 0.60886 0.306014 0.425279 0.377647 1.92983 1.55302 2.54042 1.19252 0.775923 0.483747 0.441854
threshold=0.39072183470000005 0.53544804050000006 43.631818398850008 0.3975479776000001 0.39408999735000005 0.39591628995000006 0.53158588065000012 0.39091643965000006 0.5296248615500001 0.4662734648500001 0.39045238170000002 0.39971857130000005 0.54228915300000013 0.53866650695000018 37.198331469900005 0.46280051495000007 0.38976377950000002 0.5216909673500002 0.38370108680000009 37.903039192800001 38.625745710700009 39.256147742250008 0.50339810185000011 0.35651627195000007 0.37286308795000006 0.37668033890000002 39.952536079750011 0.5054040298000001 0.47817430615000006 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 7 -6 -4 -2 -9 11 16 12 -3 -13 -15 -16 17 18 20 -20 -1 -22 23 29 27 -26 -25 -24 -28 -23
right_child=1 9 6 -5 5 -7 -8 8 -10 -11 -12 13 -14 14 15 -17 -18 -19 19 -21 21 22 24 26 25 -27 28 -29 -30 -31
leaf_value=0.0004484155394759533 5.4354985698917301e-06 -0.001629355015912529 -0.0019760079830746721 -0.0021061424551666128 0.0011114145929648003 -0.00071580747883873358 0.0015832931448504786 -0.0021462586780834595 0.00059679486556190166 -0.0013584292479857218 0.0009236384014591944 0.00079645225856146066 0.00058968587272117316 -0.0009710894748529217 0.00011912286455818091 0.0010775313181535383 -0.00030435727849322322 0.00080429728688204897 0.00025207982022951912 -0.0012909388979831752 -0.00046567289336974942 0.00013311346127859724 0.002084161291735376 -0.0044042664034266094 -0.0021818395004366306 0.00078585846398708677 0.00070639258864473779 0.00053182207890605697 -0.0013186217593409493 0.00046537052181421776
leaf_weight=16.671688577998793 1.3577577732503399 1.5687378956936293 0.19404420366845332 1.9496331589398321 2.253219893900678 1.3947593844495711 0.89822229015408084 1.6843415377079511 0.49565676506608713 0.71175074144048167 2.9379992187023154 5.5394185909535727 1.6675220171455292 1.4257654643315607 35.43572259033499 1.2349009015015315 3.9689232262317082 3.9836304442724204 2.0388530418276782 1.8988564922474322 3.9805364446947342 76.827681724553258 2.5401223059743625 0.42888218630105202 1.6831084222649222 3.2511275715660304 0.5776609350141374 2.4148656025063246 2.1109183644875884 19.242480006068945
leaf_count=339 14 20 195 121 18 39 14 85 7 757 15 31 40 135 623 19 28 40 18 27 44 978 30 9 44 30 99 23 38 154
internal_value=0.000147943 2.01716e-05 -0.000476499 -0.000647174 -0.000251326 0.000412799 0.000950973 -0.000936143 -0.00152258 0.000126926 0.000199041 0.000149481 -0.000485967 0.000196609 0.000109388 0.000151398 0.000184009 0.00019809 0.000180023 -0.000492 0.000200422 0.000163852 0.000186825 0.000150395 0.000552213 -0.000226448 -0.00136789 0.00132761 -0.000883533 0.000199663
internal_weight=202.369 57.8115 10.2276 9.13537 7.18574 3.64798 1.09227 3.53776 2.18 47.5838 144.557 46.8721 3.23626 43.6358 38.0964 36.6706 141.619 137.65 133.667 3.93771 129.729 113.057 109.077 99.1876 9.88922 4.93424 3.11746 4.95499 2.68858 96.0702
internal_count=4034 2118 493 284 163 57 209 106 92 1625 1916 868 60 808 777 642 1901 1873 1833 45 1788 1449 1405 1278 127 74 146 53 137 1132
is_linear=0
shrinkage=0.00196078


Tree=864
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 2 1 1 0 1 0 2 2 2 1 0 0 2 1 0 0 0 2 2 2 2 1 1 1
split_gain=0.0566347 0.71455 0.577521 0.557615 1.75617 0.411198 0.615744 0.409419 0.680406 0.611726 0.721164 1.10086 0.286511 0.285892 0.283778 0.511688 0.92509 0.520251 0.911994 0.652744 0.520151 0.417987 0.271057 0.259405 0.415168 0.251821 0.499384 1.01248 0.679764 0.368861
threshold=0.50706565670000014 0.37668033890000002 0.50339810185000011 0.36698003050000011 0.37286308795000006 39.861052345600008 43.084235337800003 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 35.419594101850009 41.872294782850005 38.400997490450003 0.35374689380000007 0.49094338495000006 0.48597347385000006 39.792680591700012 0.35651627195000007 0.47817430615000006 0.49336846205000007 0.50086823750000009 38.903925214650009 39.051326806600009 37.038444968100009 35.879804895950009 0.39736834230000012 0.3975479776000001 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 14 -5 -2 -7 -3 -9 12 -11 -12 -10 -4 -1 21 17 18 -17 -20 -21 23 -6 -16 -25 26 -13 -28 -29 -30
right_child=1 7 13 4 22 6 -8 8 9 10 11 25 -14 -15 15 16 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.017643833824100379 -0.0030780375936182449 0.03092746036781029 0.017151690693036178 -0.14669793780783832 -0.0057541829794716878 -0.11380870194012252 -0.0044036119302619759 -0.094405364356250382 -0.019989508363653274 0.047947563699404686 -0.11243464607268919 0.0079676880688301956 -0.11786660470885635 0.071928081082697798 -0.047220491430504496 -0.15227351104951775 -0.11164135590563051 0.1072236069288616 0.105512936684273 0.037800098032507626 -0.11687830389514331 0.035052021201197846 0.097993886850658712 0.063641424959754278 0.00036160021714554407 0.002916594814397083 -0.14465026904418746 0.10626372044676871 -0.10638532320201458 0.081326692086194155
leaf_weight=10.81192029485055 1.4603838089387857 4.3943005244364022 2.2328713885508473 0.97842574571768537 0.55946673658945634 1.3363864114508035 0.83638797572348256 0.76461763819679518 0.58213140419684239 3.2215191286522886 0.86807839688844879 2.3147031269035656 0.61507125521256967 1.6620929018463355 1.12297356664203 0.41562073095701624 1.1275350372307 0.37434768676757801 0.51763717737048842 0.45399348271530471 0.41718229558318853 3.6582877375185481 0.45796285303367767 1.050182657141703 81.33273433508657 52.283897944310866 0.81591231102356665 0.4008323922753334 0.44991793054396112 0.136426108073465
leaf_count=297 15 49 24 18 45 38 16 12 7 28 18 238 35 32 14 7 26 2 4 98 10 42 15 10 1091 1730 18 2 57 36
internal_value=0.00127828 -0.000923444 0.0027262 0.00130063 -0.0510432 -0.0441133 -0.0716943 0.00142393 -0.00065199 0.000510066 0.00191099 -0.000678646 -0.0702746 0.0405263 0.00233211 0.000502244 -0.0381118 -5.97862e-05 -0.0223168 0.0165745 -0.0362712 0.00196696 0.0409446 0.000517541 0.00116826 0.00104139 -0.0227682 -0.0622252 0.00590002 -0.0627099
internal_weight=177.654 70.4806 107.173 103.278 1.99586 3.63316 2.17277 66.8474 62.4531 61.6885 60.4913 57.2698 1.1972 3.89496 101.282 90.4705 3.30632 2.17878 1.80443 1.38881 0.871176 87.1642 1.01743 83.5059 82.3829 56.4017 4.11779 1.80309 0.987176 0.586344
internal_count=4034 2299 1735 1679 78 69 54 2230 2181 2169 2127 2099 42 56 1601 1304 147 121 119 112 108 1157 60 1115 1101 2081 351 113 95 93
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 0 1 1 0 2 2 1 2 1 0 0 1 2 0 1 0 2 2 2 2 2 2 1 1
split_gain=0.373584 1.16785 0.681161 0.584212 0.483292 0.381999 0.451848 0.39164 0.541315 0.378981 0.417004 0.793543 0.378606 0.363388 0.373163 0.69751 0.706634 0.994457 0.655728 0.632464 0.565742 0.825863 1.0101 0.797922 0.546269 0.533623 0.452324 0.361891 0.376597 0.611966
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.37473428940000003 0.4662734648500001 0.36533337325000009 0.48637765340000011 0.35651627195000007 0.35807311160000005 0.48797940185000005 43.120094701700005 42.310579034350006 0.35862698720000002 43.89540535710001 0.38906020780000011 0.5223196910500002 0.52366695610000014 0.39408999735000005 35.879804895950009 0.52770875125000016 0.39542229275000007 0.53544804050000006 42.310579034350006 36.728658719300007 37.198331469900005 34.654301448200009 38.121007182500009 47.709122305950011 0.39162001140000008 0.39193437325000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 13 6 7 -1 -9 -8 11 -11 -10 14 26 -16 -17 18 -18 -20 -19 22 23 -22 25 -23 -4 -15 -29 -30
right_child=2 -3 4 -5 -6 -7 9 8 12 10 -12 -13 -14 27 15 16 17 20 19 -21 21 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00016489954102656701 5.1394552443725351e-05 0.0013741743544167749 -7.0387966396724498e-06 -0.0012209937319733355 -0.0014411937475985359 -0.00036585986816192159 0.0011571563754599193 -0.0024496744067891343 0.0018751318265367268 0.00048163436752300182 0.00097059146827176525 -0.0005547405379824757 -0.00083814584624724892 -0.0020648481338780985 -0.00090466800446013492 0.00082091989385549259 0.00074784955094407983 0.00096869791138737618 -0.0022525540190818654 -0.00045824032515686021 0.00041475417644073115 0.00043679558434609942 0.0006400590629232622 -0.0021185797051033587 0.00020146644889117737 -0.0016710754475107107 0.00087178905681416642 -0.0014359574268654758 0.0021109903370258643 -0.0007238357345511206
leaf_weight=88.58756740878016 2.6478909156285217 3.2737174443900576 3.871458755573256 2.9143321417450352 0.77876400240665944 4.6195681131212032 2.6631907224655178 0.52668126892058242 0.29485207807738334 11.523138074204327 3.5680187568068495 3.7697774618864051 0.60022781210500398 0.53249457534184275 2.6369238177067009 5.1419947748072437 0.73596822167746667 2.9297178145498028 1.4465720609296115 1.5803989260457454 0.63388221862260241 0.75089354919691587 1.2713590511557411 1.9438826302066443 43.368941331777023 1.1991420751364783 5.3816404528915882 0.65191153599880625 0.4879568596370516 0.73194007443362352
leaf_count=1268 48 30 32 108 757 42 19 18 7 127 26 28 105 203 35 32 5 19 66 31 15 67 52 91 533 72 32 11 3 152
internal_value=0.000149332 0.000219211 4.71059e-05 -0.000615275 9.55353e-05 0.000186659 0.000209544 0.000148514 -0.000872432 0.000464758 0.00036699 0.000226163 5.56465e-05 0.000111429 0.000136168 8.26724e-05 0.000125351 6.13242e-05 -0.00091213 -0.00131573 0.000131635 8.17582e-05 -0.000790211 -0.00149562 0.000155818 -0.000859405 0.000504091 -0.000638592 -0.000232849 0.00041009
internal_weight=201.065 119.427 81.6381 5.56222 76.0758 116.153 111.533 90.0093 1.42176 21.5241 18.8609 15.2929 0.89508 75.2971 72.8928 63.6397 61.0028 55.8608 3.76294 3.02697 52.0978 49.1681 3.84912 2.57776 45.319 1.95004 9.2531 2.4043 1.87181 1.2199
internal_count=4034 1670 2364 156 2208 1640 1598 1398 130 200 181 155 112 1451 1082 1018 983 951 102 97 849 830 158 106 672 139 64 369 166 155
is_linear=0
shrinkage=0.00196078


Tree=866
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 1 0 2 2 2 1 2 0 0 0 0 0 0 1 1 0 2 2 2 2 0 2 1 0
split_gain=0.0572409 0.151001 0.42818 0.17091 0.873938 0.565333 0.502524 0.404736 0.403234 0.394204 0.542843 0.585584 0.414213 0.503392 0.782272 0.411893 0.407986 0.377396 0.324396 0.398052 1.10916 0.507803 0.487514 0.569113 0.449323 0.309088 0.304931 0.242049 0.225595 0.21105
threshold=42.310579034350006 42.456897412850005 0.34641178410000012 0.48244064550000004 42.686561923500008 0.48351845755000006 0.34503457980000002 0.47721625100000004 42.779078631750004 42.536568606950006 43.157831852650006 0.34545372890000009 42.67709657435001 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.48797940185000005 0.51675099550000014 0.48119816770000007 0.34569324270000007 0.34623214870000002 0.47769527860000011 43.047778594550003 44.169240047700008 43.631818398850008 44.756878345700009 0.52284362740000012 48.457543166250012 0.31118828780000007 0.52770875125000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -5 -3 -6 -7 12 -12 29 -14 -15 -16 -13 -18 19 22 -21 25 -10 24 -24 -22 -19 28 -25 -11
right_child=1 3 -4 5 8 9 -8 -9 18 10 11 16 13 14 15 -17 17 26 -20 20 21 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0023136485934335273 -0.063477252671338275 -0.0060933777655350924 0.0019876421782870405 0.0062526719729139053 0.040844164955818552 0.046436180604396582 0.10424262058560406 -0.11221588115602768 0.057640398669450525 0.025464260481979997 0.10647913325032748 -0.080242279055069365 -0.075001494985456718 0.061406776856003945 -0.12455949250585262 0.0017423417035243366 0.03576579574802069 -0.13058771468056979 -0.057732354764889943 -0.13529631823051028 -0.10977950771147282 0.091413740222334477 -0.014482901536208981 -0.019931058864813465 -0.11981130829585812 0.030903314952657863 -0.0014090629471742355 -0.00096981222376004014 0.06214919032559385 -0.0211159882185992
leaf_weight=132.38897891589659 1.4711888824494952 0.53707338513050018 3.113550254915026 1.0423633828759222 2.0905932992609477 1.7327805946115429 1.051078278571367 1.086237591691315 1.5472197781855346 1.8541069366037866 0.61631397902965446 0.51980637120141082 2.3606920819729567 0.90916573721915472 0.55361991384052067 0.48388714774046093 3.6329959983822828 0.18941357650510315 1.124918121844529 0.78417854889994387 0.32392258554682463 0.52523496327921748 1.0489521237614079 0.44965195004624536 0.65974721709062567 0.30156046687625349 5.181996292319127 6.0003370922058821 1.3115516066318376 2.046174546238035
leaf_count=2412 32 27 45 4 22 28 53 31 40 9 3 14 33 10 26 41 89 15 10 27 32 6 86 32 46 58 674 50 44 35
internal_value=0.00127027 -0.0018303 -0.0190193 0.000141575 -0.00715911 0.00599913 0.0554516 -0.0771052 -0.000136277 0.000843707 -0.00346199 0.0120126 -0.0225808 -0.0439577 -0.00631158 -0.0656531 0.00589967 0.0108725 -0.00622222 -0.00174854 -0.0435804 0.0189211 0.00559802 -0.00290451 -0.0551513 -0.0419529 -0.00596433 0.0085976 0.0411933 0.00102722
internal_weight=176.939 44.5503 4.58474 39.9656 17.7912 22.1744 2.09344 1.62331 16.1679 20.081 18.3482 10.1405 8.20765 4.30736 1.94667 1.03751 9.52421 9.00441 14.0773 12.9524 1.9349 1.15072 11.0175 9.47024 1.7087 0.625483 5.37141 7.76154 1.7612 3.90028
internal_count=4034 1622 77 1545 511 1034 57 58 453 977 949 795 154 110 77 67 792 778 431 421 123 96 298 258 132 90 689 126 76 44
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 2 0 1 2 2 1 1 0 2 0 0 1 0 2 0 1 0 0 0 2 0 2 1 0
split_gain=0.0538602 0.661868 0.515032 0.446889 0.44183 0.382926 0.684072 0.434307 0.29967 0.411899 0.291355 0.460646 0.401543 0.512603 0.593065 0.402917 0.25519 0.409046 0.222123 0.216525 0.770605 0.388129 0.98925 0.235163 1.28129 0.952855 0.494001 0.208108 0.539203 0.535722
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5017514446000001 0.50086823750000009 41.898943182100005 42.536568606950006 0.51191581090000016 0.36533337325000009 36.893814626400008 36.491284729650012 0.36491422415000008 0.36006406990000012 0.50278434775000014 43.426640904350009 0.49949103320000005 0.51675099550000014 0.38052752915000004 0.49880243110000005 33.151194885250007 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.52432561900000019 0.52688542260000015 38.748048509250005 0.52284362740000012 38.625745710700009 0.35275889945000011 0.4778150355000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 7 -7 -5 10 -10 11 -1 15 14 18 27 -4 -18 -14 -19 -21 -22 -23 25 -25 -24 -27 29 -29 -12
right_child=2 -3 16 5 -6 6 -8 -9 9 -11 12 -13 13 -15 -16 -17 17 19 -20 20 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.013074585313911405 -0.026482915307746553 0.054720777289920156 0.028990076303217805 -0.11990113562408262 0.10487154219387398 0.080090745375151567 -0.066778059657398969 -0.028977442340393053 -0.059618946082099444 0.0038841592506618284 -0.0046638352911607351 0.10790775053210228 -0.054190697441483304 0.020017064732818175 0.038768680312334804 0.052003634077351181 -0.065538553509636888 0.061909133839326252 -0.13831616075922035 -0.11646327577379044 0.032065663577869941 -0.1112417616938753 -0.036564547883225954 -0.11079119936209066 0.00077963215616792293 0.017426764965280166 0.082839121561903373 0.0018453532165046917 -0.052142429879376 0.069948115838630739
leaf_weight=2.5245996949788601 0.69490133943145227 2.3794129248708478 3.1576605827722224 1.1332618126471068 0.40550443094980437 0.52119980566203572 0.80998483969051449 0.97932357326499175 1.8767573926597823 2.2411321619601949 2.5238064380973801 0.64257989823818196 0.54042103978645106 0.99611870944499958 0.38233972477610212 1.620978312101214 0.94215490657370438 0.5754072745764337 0.74866772023960948 0.56026097323228796 3.8543057775823391 0.79856367642059822 2.2129406259628004 1.0518819907601926 47.970201009213724 3.0068657568481285 1.8741492178160113 85.557865226210197 1.8908404090616375 1.5554007925093172
leaf_count=184 49 30 28 45 4 6 42 10 16 26 65 4 39 5 65 37 16 124 10 20 39 18 19 109 1779 20 36 1136 31 22
internal_value=0.00114722 0.00257775 -0.000991651 -0.0335552 0.0219218 -0.0512821 -0.0092744 -0.077752 0.00137438 -0.0250578 0.002474 0.032315 0.00148762 -0.0367665 -0.0706078 0.00258312 0.00125024 -0.000143517 -0.103048 0.00085176 0.000278903 0.00135521 -0.000724527 0.000848198 -0.00161438 0.0178656 0.042543 0.00170787 0.000678014 0.0237857
internal_weight=176.029 105.481 70.5486 4.54418 1.10041 3.44377 1.33118 2.11259 103.102 4.11789 98.9836 3.16718 95.8164 2.66755 1.67143 93.1489 66.0044 62.8467 1.28909 61.9046 61.3292 60.7689 56.9146 56.116 49.0221 7.09396 4.88101 91.5279 87.4487 4.07921
internal_count=4034 1670 2364 156 53 103 48 55 1640 42 1598 188 1410 119 114 1291 2208 2180 49 2164 2040 2020 1981 1963 1888 75 56 1254 1167 87
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 2 0 2 1 2 2 1 1 2 0 1 2 0 1 0 2 0 1 0 0 2 2 2
split_gain=0.0570148 0.176079 0.157625 0.461702 0.669141 1.40238 0.814037 0.465544 0.399506 0.33485 0.727928 0.33251 0.804465 0.301393 1.07283 2.05632 0.592151 1.13521 0.434425 0.333251 0.329761 0.382932 0.393215 0.737327 1.15712 0.650256 1.1247 0.70367 0.321582 0.293339
threshold=41.218101594450012 41.147265497500008 0.4778150355000001 0.47769527860000011 41.385032804600009 41.571132012400007 41.741384785950011 41.872294782850005 0.47817430615000006 42.434124620650003 0.34623214870000002 42.719328117250008 44.756878345700009 0.34569324270000007 0.34536391125000004 42.47354681640001 0.4815274992000001 0.34524415440000006 41.243661560350013 0.4815274992000001 0.3459626957000001 0.47961138885000004 41.872294782850005 0.49336846205000007 0.36491422415000008 0.52688542260000015 0.53749887730000012 41.571132012400007 41.919251152600005 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7 -8 -4 10 -9 -11 -13 14 16 -16 17 -10 -15 -17 29 -22 23 -23 -25 -26 -27 -28 -18 -20
right_child=2 -3 8 -5 5 6 7 9 13 11 -12 12 -14 18 15 19 28 -19 20 -21 21 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0021234773998072293 -0.073239942453126664 0.03457671244139221 -0.058777289497022801 0.047011808899973945 0.098931315415913934 -0.12147196385820709 0.057663662934199438 -0.12168548951906549 -0.060776180119686801 0.038901188501725248 0.073309943781925554 -0.080925986607414485 0.0048500772305132469 0.092932588644540903 -0.14265860814985948 0.021487063602056416 0.049649241658569682 0.022949303582930097 -0.004849651351175841 -0.040368260563218968 0.058180333665146348 -0.075226026942775095 0.00099452293384186914 0.10540533415700913 -0.10560517746073142 0.065955081311536656 -0.12739133299694677 0.000676359444923076 0.0053295958536472773 0.038306829723878111
leaf_weight=92.55416322019596 1.1296301415131917 1.7025785699079268 1.2711851503700007 2.5206797719001761 1.4791650275583368 0.56274119435693037 1.3189499973086629 0.63859699208296561 3.2874624300748128 1.8089989441359637 0.27340655434090877 1.2926078988584757 7.0943708873237483 0.52440183873841206 1.6729415508452792 1.8375038569793107 2.6809950098395348 3.1916575767099857 2.5534774065017691 1.6559228934347627 1.0114866849035014 2.0917440089397124 27.872337799459956 0.80350791662931431 0.8188016335043361 1.2802523821592333 0.78825803843756126 0.94143439545950969 4.2050820365548134 4.1101119928061962
leaf_count=1801 16 31 25 13 12 18 16 58 28 40 11 218 163 14 30 22 24 18 13 19 28 11 1148 8 37 11 39 61 27 74
internal_value=0.00103923 0.00270969 -0.000911414 0.00730233 0.000885358 0.00667257 -0.00383316 0.001494 -0.00328888 -0.00517553 -0.0632284 1.71525e-05 -0.0083698 -0.00213873 -0.012792 -0.0514914 0.0021674 -0.0195325 0.00247439 -0.00783304 0.0013522 -0.00246862 -0.00424181 -0.0259474 -0.00369518 -0.0265912 -0.00509689 -0.0576868 0.0225848 0.0217693
internal_weight=174.974 94.2567 80.7177 18.1191 15.5985 14.4688 12.9897 12.4269 62.5986 11.108 0.912004 10.196 8.38698 61.3274 18.5316 5.16637 13.3652 6.47912 42.7958 3.49343 42.2714 35.6078 34.5963 6.724 4.63225 3.82875 3.00994 1.72969 6.88608 6.66359
internal_count=4034 1832 2202 565 552 536 524 506 1637 490 69 421 381 1612 168 71 97 46 1444 41 1430 1343 1315 167 156 148 111 100 51 87
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 1 2 0 1 1 2 0 2 2 1 2 2 2 0 1 1 0 2 0 1 2 1 0 0
split_gain=0.324944 0.942147 1.02098 1.44797 0.955671 0.929661 0.98162 0.890624 0.533369 0.494501 0.342688 0.305917 0.525575 0.3521 0.468929 0.522486 0.325883 0.307849 1.05403 0.373838 0.276064 0.378187 0.479513 0.463688 0.692955 0.902423 1.06061 0.573659 0.650987 1.28712
threshold=0.39072183470000005 0.53544804050000006 0.39587138110000003 0.39408999735000005 43.631818398850008 0.53043322055000008 0.39091643965000006 36.728658719300007 0.53475943835000017 0.4662734648500001 0.39045238170000002 42.599563320500003 0.53866650695000018 41.942745071500006 41.289992964000007 0.43401395170000007 42.865207177650007 37.198331469900005 35.050303764500008 0.54386096225000014 0.4019490434500001 0.41615520495000008 0.54136103710000005 40.844669808050007 0.55677973715000018 0.41911918805000009 40.00488309970001 0.46280051495000007 0.55832160710000012 0.56341127510000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 7 6 -2 -4 -6 11 -1 13 -13 14 17 -16 -14 18 19 -3 -19 -22 -23 24 25 -24 -27 28 -26 -30
right_child=1 9 4 -5 8 -7 -8 -9 -10 -11 -12 12 16 -15 15 -17 -18 20 -20 -21 21 22 23 -25 27 26 -28 -29 29 -31
leaf_value=0.00017495992928158775 2.9109763590543872e-05 0.0020791028473265334 0.00033107693580597652 0.0012005305433222247 -0.00090533342297392859 0.0012282945645555573 -0.0021831657674522015 -0.0021393005405805684 0.0023215648442963949 -0.0013537322838727103 0.00084342626559388053 -0.0023117147782729108 -0.0010138787414839272 0.00060886195479477215 -0.0017886975859541406 0.00018990941793578167 0.00013759619286381138 0.00080009626877148925 -0.001755334330177487 2.4260731662422151e-05 -0.00063814377426038116 0.0007506644397353876 0.00062206828835898451 0.00060412716240244369 0.0015794094736237057 -0.00024309722530049214 -0.0021073166281414669 0.0017571769148658567 -0.0024293468642750471 0.00023891070882021831
leaf_weight=139.43282209248719 1.3760091168805946 0.47647650539874975 0.69498285907320712 2.3808506143541308 0.39086637108448474 0.74360344931483258 1.7541765565692911 2.9122021239963942 0.39690938591957092 0.84892002768765351 3.0121887773275366 0.44071711832657356 1.1804898434202185 7.2495530024170867 1.0011618909193196 1.0525876316241918 4.7361059198919975 3.129832215607169 1.2779127868998328 1.1918934495442952 1.9883253208827252 5.7114578112959888 1.8874910348095015 5.3042676868499248 1.0164774088189004 2.9990915525704622 1.9273668266832826 0.94269176712259639 0.80214640451595176 5.2066342897887807
leaf_count=1901 14 3 20 19 194 7 98 140 1 757 15 14 18 63 22 22 238 10 66 74 19 20 15 44 13 54 20 11 21 121
internal_value=0.000137809 1.80877e-05 -0.000511789 -2.87066e-06 -0.00123605 -0.000742487 -0.00121066 -0.00166334 0.000720492 0.000130115 0.000189096 0.000155551 -0.000246018 0.000214693 0.000135131 -0.000774622 -9.21482e-05 0.000190308 -0.000415304 0.000611111 0.000248023 0.000185837 0.000249344 0.000106795 -7.16657e-05 -0.000530749 -0.000972431 0.000320928 0.000128204 -0.00011729
internal_weight=203.466 61.0212 10.6496 6.25464 4.39496 3.87379 3.13019 3.60718 0.787776 50.3716 142.445 49.5227 6.35731 43.1654 35.9158 2.05375 5.9166 33.8621 2.94628 1.66837 30.9158 27.786 25.7976 20.0862 14.7819 6.81395 4.92646 7.96795 7.02526 6.00878
internal_count=4034 2118 493 138 355 119 112 160 195 1625 1916 868 270 598 535 44 256 491 143 77 348 338 319 299 255 89 74 166 155 142
is_linear=0
shrinkage=0.00196078


Tree=870
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 1 0 1 2 2 2 1 2 1 2 1 0 0 0 1 1 0 2 2 1 2 0 2 2
split_gain=0.0593149 0.156698 0.389427 0.225161 0.22225 0.199093 0.180429 1.12723 0.892272 0.749587 0.38924 0.366114 0.361517 0.93138 0.340233 0.323986 0.329922 0.272873 0.237929 0.236936 0.23023 0.235872 0.18803 1.03208 0.598546 1.07107 0.989118 0.328281 0.540335 1.21873
threshold=42.310579034350006 42.006870117350005 0.4025178887000001 0.54562737640000014 41.919251152600005 0.4871261339500001 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 37.198331469900005 34.654301448200009 0.39072183470000005 39.110279783550006 0.39045238170000002 41.289992964000007 0.42039160505000012 0.56188437470000008 0.53749887730000012 0.54386096225000014 0.46280051495000007 0.46476153410000004 0.5054040298000001 40.137820134150012 38.748048509250005 0.38906020780000011 36.893814626400008 0.48597347385000006 39.861052345600008 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 8 9 12 -8 11 19 14 -14 22 18 -17 -18 -12 -9 -13 -22 27 24 26 -26 -24 -1 29 -29
right_child=-2 2 3 -5 5 -7 7 10 -10 -11 15 20 13 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00094443596077605657 -0.00214223564965366 0.003314698515163938 0.10354609289430848 0.027739149002431646 0.0024509235022638423 -0.058633738913143732 0.022840775051517243 0.10355363097104049 0.065334714955977632 -0.10736039742210793 0.046680637238168794 -0.11236555610557653 -0.085466028581257208 0.041955061368173098 0.039546284716632581 -0.12198047447871976 0.012522319496095047 -0.10638397988381765 0.0035689563745769089 -0.035696450996897174 0.1040702628800214 -0.10540649880568549 0.016841676646954011 -0.062110993614093273 0.075138098502029363 -0.017291777215815287 -0.062968849043591041 0.019474012529651873 0.039551687182550019 -0.073503538147469044
leaf_weight=52.944226934371272 43.523529829419658 4.9443548008239295 0.68276836350560166 0.91943165851989761 0.98734297786722836 1.1609661697875706 0.60299858677899409 0.2003630176186586 2.3239700127742244 1.6578836744211001 1.3479079529643119 0.74373316449236881 1.4671649416559369 0.94193247659131873 2.5591709837317458 0.38451253535458718 0.85249286796897628 0.24947604018416314 25.462019671573216 0.31318980827325049 0.11364458501338959 0.10199714910049806 3.9341007333714497 2.8199888484086832 2.6426525926217437 2.3852951265871525 2.5654695816338062 7.4199087619781476 6.473374896682798 1.740471094381064
leaf_count=696 1622 76 7 46 31 39 20 2 15 105 4 67 33 30 15 10 17 76 526 177 1 71 37 36 30 25 27 76 89 28
internal_value=0.00105596 0.00211899 0.0171986 0.0600438 0.00132541 -0.0305598 0.00188574 -0.00456187 0.00417485 -0.0726345 0.000608021 -0.0495106 0.00255774 -0.0356457 0.00363438 0.00321687 -0.0422259 -0.014397 0.00573646 0.0186321 -0.0859874 0.00498911 0.0025261 -0.00788445 0.00538104 0.0312887 -0.0146606 0.00470413 0.0174365 0.00180829
internal_weight=174.466 130.943 6.54655 1.6022 124.396 2.14831 122.248 32.0302 90.2177 2.26088 29.7693 1.47293 87.8938 2.4091 85.4847 28.2964 1.48648 1.10197 26.8099 0.513553 0.959375 0.215642 82.9255 14.3475 11.5275 5.02795 6.49957 68.578 15.6338 9.16038
internal_count=4034 2412 129 53 2283 70 2213 1076 1137 125 951 318 1122 63 1059 633 103 93 530 179 139 72 1044 155 119 55 64 889 193 104
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 2 2 2 2 0 1 0 2 2 2 1 2 2 2 2 0 1 0 0 1 1 1 2 1
split_gain=0.287139 0.193934 1.2209 0.601052 0.601293 0.561002 0.955077 1.40373 0.412496 0.401379 0.45549 0.398298 0.882361 1.151 0.674307 0.892222 0.717848 0.409041 0.735636 0.357043 1.02332 0.756221 0.619681 0.387749 1.23867 1.00238 0.363363 0.419819 0.435955 0.39903
threshold=0.57619532350000013 0.37078231190000005 0.36945001650000003 0.51401155655000019 37.784765830350004 41.898943182100005 42.536568606950006 47.927946529500012 43.89540535710001 47.709122305950011 0.53158588065000012 0.35862698720000002 0.49336846205000007 41.975471476700008 38.625745710700009 43.120094701700005 0.36698003050000011 43.487767439550005 47.927946529500012 38.244973486750006 37.828051409500013 0.5216909673500002 0.39019789825000006 0.51675099550000014 0.5216909673500002 0.38976377950000002 0.39072183470000005 0.39476362980000007 37.198331469900005 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 -6 -7 -8 19 -10 -11 12 -1 -14 -13 16 -16 -17 -19 20 21 -5 -23 -21 -25 -26 -24 -28 29 -29
right_child=-2 3 -4 8 5 6 7 -9 9 10 -12 14 13 -15 15 17 -18 18 -20 23 -22 22 26 24 25 -27 27 28 -30 -31
leaf_value=0.0001430261037314902 -0.00077585437024556769 0.00034480223102290221 0.0013646297286532799 0.00097606139850856617 -0.001823453792412974 0.0016446057090141555 -0.0026057737098108633 0.0015001685586002822 -0.0020810619314361556 -0.0026301764193208503 0.00012140842541413277 0.00010410856134185359 0.002048475602776185 0.00022977369405910761 -0.0025596882133845302 0.0019895736690079698 -0.00024094746441401295 -0.0021594948851312704 0.0016963737610556856 0.00093915819505159515 -0.0015778465210119484 -0.0013974462626926527 0.00084482037737485037 -0.0013914555254802737 0.0016025947894336655 0.00016611302104018298 -0.0015486345178429811 0.00023619583659450488 0.00051121855942282037 -0.001091394381970798
leaf_weight=103.63840714061371 1.3535102357964195 1.9040288503747422 3.2530931308865538 2.6538343315478405 1.7456001242535424 0.65472862310707602 0.94511843829968689 0.48408897096669534 0.59437174655249636 0.26692663058565802 1.7328918922939918 8.2457981207444373 2.1967395823448888 3.4218608066439629 1.3552508980210403 0.41890602980129166 0.82628659904003132 0.42143791040871292 0.34674355760216713 2.5852036476135245 1.6944225406623434 1.4256887855008233 1.5888138115406016 1.9056911376537744 1.9353006780147541 53.410405075614108 0.78065222693840031 1.5717137746978553 3.0765428617596626 1.9508311896061057
leaf_count=1370 920 22 30 22 57 6 62 9 201 54 77 61 41 32 47 12 8 65 4 13 54 10 7 29 10 642 20 16 37 96
internal_value=0.000124327 0.000130212 0.000179259 5.67825e-05 -0.000555725 -0.00100346 -0.000316602 -0.00121504 0.000102289 -0.000666335 -0.000245861 0.000147356 0.000184054 0.000940843 -0.000197866 -0.000937045 -0.00168143 0.000430935 -0.000419024 0.000129025 -0.0001443 4.18599e-05 -0.000196658 0.000196366 0.000162825 0.000216343 -5.77471e-06 -0.000188903 -2.80506e-05 -0.000499041
internal_weight=208.385 207.031 124.125 82.9069 5.73357 3.82954 2.08394 1.42921 77.1733 2.59419 1.99982 120.871 109.257 5.6186 11.6144 3.36862 2.18154 1.18709 0.768181 74.5791 14.7425 13.0481 10.3942 59.8366 57.2514 55.3457 8.96855 7.37974 6.59909 3.52254
internal_count=4034 3114 1670 1444 156 134 77 71 1288 332 131 1640 1443 73 197 136 55 81 69 956 262 208 186 694 681 652 176 169 149 112
is_linear=0
shrinkage=0.00196078


Tree=872
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 1 2 1 0 1 0 0 1 0 1 1 2 1 1 1 2 1 0 0 0 0 2 0 1
split_gain=0.0603925 0.287213 0.380593 0.45831 0.25413 0.153489 0.142122 0.138374 0.118591 0.124929 0.101311 0.0892882 0.0533022 0.654402 0.470585 0.473588 1.46244 0.350749 0.833763 0.306727 1.28158 0.239653 0.373368 0.804371 0.452589 0.83074 0.302398 0.216368 0.212471 0.209243
threshold=33.96174662340001 0.38906020780000011 0.38552737940000009 0.38052752915000004 0.52453519355000011 0.4349121284000001 0.43563066975000003 34.466665687600006 0.36575252235000005 0.49094338495000006 0.33992994225000006 0.42314601355000009 0.50706565670000014 0.37668033890000002 0.50339810185000011 0.36698003050000011 0.37286308795000006 39.861052345600008 0.36491422415000008 0.38370108680000009 0.38552737940000009 38.400997490450003 0.35374689380000007 0.49094338495000006 0.48447651265000008 0.47817430615000006 0.49336846205000007 41.872294782850005 0.50086823750000009 0.36575252235000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -3 -6 -7 -2 9 10 11 -1 14 17 15 21 -17 -14 -19 -15 -21 29 26 24 25 -24 -23 -16 -18 -9
right_child=7 4 -4 -5 5 6 -8 12 -10 -11 -12 -13 13 19 27 16 28 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10341322796344204 0.041242936718585983 0.10725182141606578 -0.16343955116119158 0.10188050234060386 -0.10622688674485303 0.10387722078192163 -0.10187243442275656 0.011897247574987065 -0.11472700466897996 0.082933812537216545 -0.11006907315618533 0.065599727470096333 -0.0051518708533849532 0.028227686692805978 0.017494697553402789 -0.141786514069418 -0.002033213716103805 0.011797999756165217 -0.11968738077044815 -0.1529878375968412 0.00077272054196090819 0.0004970548313077797 0.042096847612727223 -0.10696827590115528 0.054738876343530224 -0.12987759621197323 0.03082045876356598 0.067142335157598695 0.094783889083652997 0.058982050081898878
leaf_weight=0.048010348592468999 0.86045343066052637 0.28160780295729626 0.22605045884847641 0.233930803835392 0.13106955590774305 0.10865756124258041 0.048583438093771747 8.6387665624206385 0.25429147505201399 0.081840150058269501 0.16199549724206008 0.089577591745182872 1.4127234127372497 3.9246326522552399 2.1427177544683214 0.88217807209366472 0.55385156248121348 0.77605769783258471 1.2739242463721892 0.54704862972721358 59.565785070152742 82.451210690560401 0.58751045773169586 1.0083706551231442 0.90905554406344879 0.53821128467097878 3.4253140594810239 1.4869564914406508 0.38370746598593541 1.0595832392573363
leaf_count=56 49 2 3 6 23 1 122 173 8 4 29 5 13 42 24 16 45 8 46 10 1992 1115 103 26 7 11 42 32 15 6
internal_value=0.00105835 -0.017892 -0.0478406 -0.0177924 0.0396856 -0.0263097 0.0403059 0.0012414 -0.0618298 -0.0265637 -0.0564762 0.00662384 0.00104078 -0.00114778 0.00246033 0.00118199 -0.0493685 -0.0434905 -0.0699112 0.00114182 -0.000626556 0.00211477 0.000486735 -0.033936 0.00225648 -0.0401247 0.00170655 0.0378337 0.0375904 0.0170414
internal_weight=174.094 1.66561 1.0957 0.869646 0.569918 0.288311 0.157241 172.428 0.635715 0.381424 0.299583 0.137588 171.568 67.5002 104.067 100.438 1.81974 3.46271 2.04998 64.0375 60.1128 98.618 88.9197 3.04315 2.03478 1.12572 85.8765 3.62967 0.937559 9.69835
internal_count=4034 259 111 108 148 146 123 3775 102 94 90 61 3726 2111 1615 1559 76 67 54 2044 2002 1483 1304 147 121 114 1157 56 60 179
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 1 2 1 2 2 2 0 1 2 1 2 2 0 2 0 0 0 1 2 0 2 1 2 2 0
split_gain=0.316955 0.207993 0.290866 0.364578 1.72842 0.964046 0.878922 0.579498 0.537924 0.524175 0.458473 0.356584 0.396134 0.46031 0.90061 1.3248 0.3494 0.287122 1.1974 0.933439 0.428412 1.30228 0.484818 0.539852 0.826464 0.723485 1.28629 0.492253 0.497355 0.443016
threshold=0.57619532350000013 42.094663496250007 42.006870117350005 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 0.39072183470000005 39.110279783550006 37.198331469900005 34.654301448200009 0.54136103710000005 0.4301667614500001 40.844669808050007 0.41911918805000009 40.00488309970001 37.73036952315001 0.48098859315000003 42.686561923500008 0.47754558250000007 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.752965619700007 0.48351845755000006 43.182896969600009 0.34542378970000004 43.308802343500005 43.525909308350002 0.48797940185000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 -5 -1 -9 10 -6 -11 13 14 -13 16 -16 18 19 -3 22 -22 23 24 25 26 -19 -24 -29 -26
right_child=-2 17 -4 4 9 -7 -8 8 -10 11 -12 12 -14 -15 15 -17 -18 20 -20 -21 21 -23 27 -25 29 -27 -28 28 -30 -31
leaf_value=0.00023745524916974481 -0.00074554395619790871 -0.00028157331552136215 0.00070011726079447628 0.00040572366035273303 0.00044260686036335978 0.0014116769420533114 -0.0021256033464515335 -0.0014524915178651071 0.00024608921849578967 0.00049473498702008669 -0.0016132313815233116 0.00035321890786695114 0.00027994372915925663 0.00027549435582257311 0.00059586980736577846 -0.0028786943783993507 -0.00092797045883510378 -0.00027447934380575161 8.6016519403581273e-05 -0.0023871441875063645 -0.0022121749958790432 5.9173880238114871e-05 0.0017749339888250501 0.0010742226613653454 -0.00087289330320582028 -0.00048278852509368625 0.0018500528304797941 0.0019859503225361911 -0.0023308438509920242 2.1487057345218996e-05
leaf_weight=96.961680033833545 1.5036305143487414 1.8201085303808242 4.2864829394311519 0.70963969957665485 0.64417902924469572 2.6422194405458859 2.0532018528974731 1.527408251888118 1.3507059216499326 10.266365200281141 1.1828831311140673 2.4282342218793946 13.278122954419812 4.0900694720912725 0.91289938427507955 1.1982079576700924 1.5792850207071749 1.7327740192413426 15.549347171127009 1.4578462569043038 1.051191565407861 12.643288894560099 1.5340224030805973 2.5775460663135155 2.8191601093858472 1.5304713472723959 2.9798387419432402 0.17101927660405625 0.25653947956925549 8.7013615891337377
leaf_count=1097 920 65 39 20 35 15 105 33 41 44 48 22 179 32 12 16 35 10 431 43 172 299 13 47 30 7 66 2 89 67
internal_value=0.000151329 0.000158074 0.000196947 0.000181631 1.85272e-05 0.000242656 -0.00147543 0.000211718 -0.000655343 0.000134534 -0.000888391 0.000189905 5.66608e-05 -0.000233756 -0.000574171 -0.00118438 -0.00036978 5.51847e-05 -0.000141023 -0.00121801 0.000157805 -0.000115175 0.000325423 0.000235648 0.000113969 0.000688499 0.00106889 0.00125637 -0.000604169 -0.000197375
internal_weight=201.44 199.936 145.112 140.825 38.3431 102.482 2.76284 99.8398 2.87811 35.5802 1.82706 33.7532 23.4868 10.2087 6.11863 3.69039 2.49218 54.8245 18.8273 3.27795 35.9972 13.6945 22.3027 20.3412 17.7636 6.24308 4.71261 1.96158 0.427559 11.5205
internal_count=4034 3114 1773 1734 548 1186 125 1171 74 423 83 340 296 117 85 63 47 1341 539 108 802 471 331 227 180 83 76 104 91 97
is_linear=0
shrinkage=0.00196078


Tree=874
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 1 0 0 2 2 2 1 1 1 2 1 0 1 0 1 0 2 1 1 1 1 1 1 0 0
split_gain=0.0561619 0.228013 0.161786 0.15917 0.0839705 0.0854807 0.186009 0.0753443 0.184745 0.260042 0.0736917 0.236228 0.322687 0.412022 0.14296 0.107986 0.110598 0.0926053 0.0788852 0.0774979 0.50955 0.910444 0.589211 0.316838 0.50454 0.228272 0.568343 0.232895 0.419818 0.532009
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.59897907245000015 0.46112391845000006 0.59734738480000016 0.56643513670000012 42.558389508100007 40.280372415600006 33.96174662340001 0.38906020780000011 0.38552737940000009 0.38052752915000004 34.654301448200009 0.36575252235000005 0.49094338495000006 0.33992994225000006 0.42314601355000009 0.39072183470000005 0.52404119640000013 39.110279783550006 0.39091643965000006 0.39019789825000006 0.38906020780000011 0.38733870245000007 0.38370108680000009 0.37977904855000005 0.50706565670000014 0.50339810185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 -5 -7 10 9 -9 11 12 13 15 -12 16 17 18 -1 23 21 -21 -23 24 25 26 27 28 29 -16
right_child=1 2 3 4 -6 6 -8 8 -10 -11 14 -13 -14 -15 19 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10309197154923769 -0.10317559980734424 0.016750426193953147 -0.10440074228540555 0.099165164843988851 -0.10073252927348304 -0.10243961437897985 0.0930238667172123 0.0043159652546500707 -0.011734751747463801 0.061645576186249162 0.03924572977946017 0.048223506988450293 -0.15578888463530804 0.10170384910852436 0.0013960336681886655 -0.11331038610776062 0.079940135778925059 -0.10910987479077945 0.061585405634816098 -0.15320547606205154 -0.00094919561366678395 0.10336860673829268 -0.10551653431637227 0.028144924559751445 -0.047523362317370851 0.030289153635956096 -0.064683476814582169 0.031290332917792159 -0.027901804309553059 0.041640052266183093
leaf_weight=0.043789262070275781 0.25769207818501572 1.321170572809933 0.2619994230847168 0.095310971202707151 0.069708430169157509 0.11028477094441769 0.087165666074724868 1.9563257248955772 1.8907653670030411 1.328477655071765 0.97706028795801003 0.35375956731149916 0.21391929313540459 0.21285393089056015 100.13057816418768 0.23424380493815988 0.077306146733462811 0.14887320837669904 0.086649796925485134 0.60478528981184243 41.280437587568485 0.35062225908041 0.2196228969587537 4.5197557905921704 2.0905998890520996 2.7924746540375045 1.2886600569763675 2.6695997950737356 4.6806917481881092 3.3962698937393716
leaf_count=56 393 99 76 3 312 89 5 39 80 26 35 21 3 6 1506 8 4 29 5 21 863 4 82 29 26 24 27 25 87 51
internal_value=0.00108186 -0.014782 -0.00307466 -0.045018 -0.00209513 0.0213911 -0.0161511 0.00128562 0.0131677 0.0275019 0.000915985 -0.0221691 -0.0466396 -0.0175881 0.00110785 -0.0605622 -0.0259146 -0.0552124 0.00630211 0.000880674 -0.00279752 -0.0677318 0.0229191 0.00216521 0.00116203 0.0020474 0.0013443 0.0021117 0.00139183 0.00271627
internal_weight=173.751 2.20333 1.94564 0.624469 0.36247 0.292761 0.19745 171.548 5.17557 3.2848 166.373 1.3714 1.01764 0.803716 165.001 0.590862 0.356618 0.279312 0.130439 164.024 42.4555 1.17503 0.570245 121.569 117.049 114.958 112.166 110.877 108.208 103.527
internal_count=4034 977 584 485 409 97 94 3057 145 65 2912 132 111 108 2780 102 94 90 61 2745 970 107 86 1775 1746 1720 1696 1669 1644 1557
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 1 0 1 2 0 0 1 0 1 2 2 2 0 0 2 1 0 1 0 2 1 1 1 2
split_gain=0.0534899 0.155292 0.493352 0.253589 0.177865 0.133765 0.347175 0.222753 0.385652 0.176546 0.275333 0.67632 0.153587 0.983121 0.764099 0.703467 0.358885 0.316018 0.284939 0.693833 0.281832 0.306847 0.414623 0.242563 0.231703 0.321851 1.18404 0.623251 0.572392 0.415866
threshold=42.310579034350006 42.47354681640001 0.34641178410000012 0.51401155655000019 42.488347682450005 42.006870117350005 0.4025178887000001 0.54562737640000014 0.43639411995000005 41.919251152600005 0.48271009850000007 0.50339810185000011 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 37.198331469900005 34.654301448200009 0.52404119640000013 0.52770875125000016 41.289992964000007 0.43401395170000007 0.56188437470000008 0.39019789825000006 0.54136103710000005 40.844669808050007 0.42290649980000011 0.4317685099500001 0.43837010870000009 40.664404858950007
decision_type=2 2 2 2 2 2 2 2 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 9 -7 -8 -9 12 -11 -12 14 15 18 -14 17 -15 23 -20 24 -22 -23 -1 -18 29 -27 -28 -29 -26
right_child=1 4 3 -5 -6 6 7 8 -10 10 11 -13 13 16 -16 -17 20 -19 19 -21 21 22 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0021569564123704579 -0.064435646082386985 0.044147132661118388 0.038992106132612142 -0.017816674636513551 -0.00095524783214796696 0.0030396999539347939 0.10324111385113643 -0.051230046517194518 0.080338542455679146 0.029910262738972793 -0.11920481038958269 0.013841000926450107 0.021043558748655062 0.016528001805254194 0.061555497655413238 -0.10659505182812237 0.018195785064109307 -0.084976219998558242 -0.094898299248677417 0.0063807468452905846 -0.087816078416731433 0.053604294260601239 -0.10617060526321534 0.025171331829162008 -0.0045819795566625502 0.095671815323311774 -0.073912769101090098 0.094643296590098361 -0.018509135507234011 -0.075545801034141991
leaf_weight=79.086790436168485 1.5994193965943839 0.89514868566766281 1.2384883690101562 2.1496726721234154 37.656141662306709 4.9344606418890171 0.62793671339750268 0.37971882801502943 0.53906966937938705 0.60433854288567035 0.73244830220937707 0.79872394658741541 0.60477400821401106 0.4693904414864416 2.2399579875636837 1.5096812585070436 9.0954205505549961 0.88505790588033051 1.0199928610527416 2.0081350244581699 0.69771438837051281 0.5237086359411478 0.23543490188239957 4.8610688846092662 12.32217585878243 1.4614740116521705 1.1014109775424006 0.6758008338510989 1.3208130971906937 0.88512928999262008
leaf_count=1021 38 14 11 42 1517 76 7 12 34 29 6 35 20 179 15 105 40 139 44 18 20 7 76 39 390 7 8 13 47 25
internal_value=0.000976454 -0.00205612 -0.01866 0.00294887 9.20151e-05 0.00199508 0.0159976 0.0573366 0.0259636 0.00125809 -0.0272442 -0.0498025 0.0017611 -0.00420742 0.00388771 -0.070088 0.000487048 -0.0497995 0.00240255 -0.027734 0.00289216 -0.0399447 0.00405294 0.00348962 0.00521539 -0.00142971 0.0214775 -0.0135233 0.01979 -0.00933784
internal_weight=173.159 43.5389 4.98758 3.38816 38.5513 129.621 6.48119 1.54673 0.918788 123.139 2.13551 1.53117 121.004 31.788 89.2159 2.11446 29.6735 1.35445 86.976 3.02813 28.3191 1.45686 0.759144 83.9479 26.8622 17.7668 4.5595 3.09802 1.99661 13.2073
internal_count=4034 1622 91 53 1531 2412 129 53 46 2283 70 41 2213 1076 1137 125 951 318 1122 62 633 103 83 1060 530 490 75 68 60 415
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 1 1 0 2 1 0 2 2 0 0 0 1 2 0 0 1 1 1 2 0 0 0 1 1
split_gain=0.0471075 0.220264 0.275308 0.368887 0.234893 0.141181 0.128226 0.0976174 0.0968615 0.094587 0.0839185 0.0691888 0.0445272 0.169825 0.148287 0.985868 0.399139 0.273664 0.180986 0.477522 0.406942 0.146822 0.528417 0.723342 0.454013 0.659041 0.507296 0.259493 0.393895 0.363687
threshold=33.96174662340001 0.38906020780000011 0.38552737940000009 0.38052752915000004 0.52453519355000011 0.4349121284000001 0.43563066975000003 0.36575252235000005 0.49094338495000006 34.466665687600006 0.33992994225000006 0.42314601355000009 41.218101594450012 41.147265497500008 0.47736594710000008 0.47700667645000011 0.47464147780000004 0.34440585610000002 39.525197829750006 0.46898296455000005 0.46898296455000005 0.34569324270000007 0.34641178410000012 0.35471991855000007 39.749124837650008 0.47961138885000004 0.48200652675000005 0.48447651265000008 0.35862698720000002 0.36359689830000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -3 -6 -7 8 10 -2 11 -1 13 14 15 16 17 18 19 -11 -20 24 -23 -24 -16 -26 -27 -25 -29 -30
right_child=9 4 -4 -5 5 6 -8 -9 -10 12 -12 -13 -14 -15 21 -17 -18 -19 20 -21 -22 22 23 27 25 26 -28 28 29 -31
leaf_value=-0.10279707409096844 0.034656976484708633 0.10621878146289397 -0.14926338001685244 0.10153633220765408 -0.10601158639304208 0.10345127133584381 -0.10170879907038255 -0.11199963907801354 0.076585706732182013 -0.018073409465238097 -0.10820928093277622 0.05739497819150513 -0.00085226412517237803 0.034105128182702955 0.040705892106015253 -0.10937910049335264 0.06569156881244749 -0.075146636695339331 0.021433871823712636 0.059740451442497344 -0.1278408845570303 -0.041396830817795903 0.064758192455728891 -0.049866697687807632 -0.019469784699969798 0.043471643619446887 -0.0033133341024885218 0.069025296069852207 -0.053048271694713614 0.0016690571276796219
leaf_weight=0.039813372445677286 0.83274524535045102 0.24582981690764427 0.20194131508469582 0.19249075651168823 0.12629848466895055 0.097518511116504669 0.044304879956541754 0.21460529766045511 0.072658519260585308 2.1880993806262263 0.13603965704214716 0.083529143361374736 79.613625466298345 1.6575194078322955 3.9567525982856777 0.90817441791295994 0.85863112844526757 0.54404288774821896 0.41311423369916145 1.2330673206597564 0.32732454407960176 2.8692231327295294 1.8117175344377745 1.0019249345605192 7.3008689284324673 4.7603323347866517 4.5166852362453938 0.85020164772868057 1.2426994279958297 53.961454863857398
leaf_count=56 49 2 3 6 23 1 122 8 4 83 29 5 2202 31 28 9 9 105 29 10 16 17 36 13 41 24 23 14 21 1015
internal_value=0.000884318 -0.0170328 -0.0457858 -0.0175145 0.0356159 -0.0291169 0.0393603 -0.0594359 -0.0254628 0.00103691 -0.0540488 0.00568705 0.000872236 0.00239094 0.0017986 -0.0127752 0.00299205 -0.00844862 0.000270751 0.0099725 -0.0445558 0.00294514 0.000508789 0.00255127 0.01027 0.00300568 0.0206935 0.000576 0.00147762 0.000437317
internal_weight=172.303 1.45503 0.941078 0.739137 0.513952 0.268122 0.141823 0.546646 0.332041 170.848 0.259382 0.123343 170.015 90.4018 88.7443 6.47245 5.56428 4.70565 4.16161 3.42117 0.740439 82.2719 61.7372 58.868 20.5346 16.5779 9.27702 57.0563 56.0544 55.2042
internal_count=4034 259 111 108 148 146 123 102 94 3775 90 61 3726 1524 1493 261 252 243 138 93 45 1232 1116 1099 116 88 47 1063 1050 1036
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 1 2 0 2 1 0 1 1 1 1 1 0 0 1 0 1 1 2 1 1 2 2 1 2
split_gain=0.0438161 0.488074 0.80086 0.508413 0.242802 0.575805 0.239563 0.174414 0.321464 0.559028 0.28957 0.326084 0.621961 1.07419 0.270919 0.233111 0.639596 0.280382 0.261209 0.222337 0.501956 0.402284 0.214191 0.161643 0.517564 0.55404 0.505822 0.357819 0.367227 0.372385
threshold=0.39072183470000005 0.52404119640000013 39.110279783550006 0.39091643965000006 0.52432561900000019 0.52688542260000015 0.39045238170000002 37.198331469900005 0.5296248615500001 35.050303764500008 0.39091643965000006 0.5296248615500001 0.39408999735000005 0.39542229275000007 0.46280051495000007 0.39542229275000007 0.39814676205000005 0.53475943835000017 0.53866650695000018 0.41714319930000004 0.5398790455000001 0.40509266190000009 0.46476153410000004 41.827117825850003 0.42114008565000011 0.42473279245000012 42.310579034350006 41.178189531300006 0.43401395170000007 41.605323437500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 -1 8 -7 -10 -9 12 -12 -14 -11 -13 -17 -18 -19 20 -20 -22 -16 27 -25 -26 -27 -21 -29 -30
right_child=1 4 3 -5 5 7 -8 10 9 14 11 15 13 -15 22 16 17 18 19 23 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.0011863154607857156 -0.14910536695053025 0.077995437978581911 0.10295898905187489 -0.10446795553984199 -0.10288841054864017 0.049762786029484876 0.032863559886383752 0.090547156613135393 0.0077977253460486924 -0.11476330916054694 -0.11134853428584141 0.038869717450832841 0.065152101390101552 -0.10529651620163237 0.10407486451490618 -0.088604890537559766 -0.07093386532594248 0.024113498135310302 0.0035216424844119014 0.0035760716389647931 -0.018728299145433468 -0.11401488371005647 -0.1046379263489691 0.10313206876217368 -0.11526484509057729 0.074211749928648901 0.00014542086755483746 -0.11576252287981932 0.048588102606271222 -0.1065029575968147
leaf_weight=120.14154317060957 0.57321922363916999 0.39355387030809552 0.31027489900588989 0.19084556879261072 0.54694887083132826 0.4864845229312772 2.435802459716796 0.36484745144843955 1.1864796403860967 0.89588051816826897 0.73628250742331092 1.7467343959142443 0.96856304351240374 0.59803028900205391 0.11376308649778366 0.77175008284393598 0.50199903975590032 5.6708202733425415 3.7196852043271056 20.095806720702974 1.0022936142995602 0.79410018668568216 0.086600745957639447 0.65017882580286723 0.33781522314529855 1.1901817617763297 4.0928632262002793 0.52108911937102564 0.45253531000162184 0.23532331476599211
leaf_count=1901 22 10 4 82 104 7 15 2 201 75 27 35 6 144 1 38 35 40 15 482 18 40 61 11 20 69 474 14 39 42
internal_value=0.000803697 -0.00171606 -0.0683785 0.023963 -0.000228989 -0.000873482 0.00181579 0.000308154 -0.0240413 -0.0397701 0.00182508 0.00109083 -0.0355428 8.51603e-05 -0.0912534 0.00310989 0.00154974 0.00332173 0.00428339 0.000885181 -0.0174419 -0.06085 0.0138656 0.00455122 0.0186631 0.00889231 0.0168313 0.000397407 -0.0524401 -0.0044701
internal_weight=171.812 49.235 1.07434 0.50112 48.1606 47.7671 122.577 47.2201 2.76921 2.28272 44.4509 44.0861 2.30288 1.56659 1.09624 41.7832 40.0364 39.2647 38.7627 33.0919 5.51608 1.79639 0.200364 27.5758 6.27104 5.62086 5.28304 21.3048 1.20895 0.687859
internal_count=4034 2118 108 86 2010 2000 1916 1896 345 338 1551 1549 177 150 137 1372 1337 1299 1264 1224 73 58 62 1151 574 563 543 577 95 81
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 0 0 0 0 2 0 2 0 2 1 2 2 1 2 1 0 2 2 2 2 0 1 2 0
split_gain=0.255297 0.190348 0.368853 0.560438 0.474377 0.438793 0.368097 0.849372 0.636576 0.366083 0.990813 0.79924 0.322689 0.309439 1.07281 1.16774 0.810702 0.584602 0.41205 0.379042 0.299091 0.590445 0.250687 0.442714 0.712652 0.514783 0.901274 0.220693 0.223921 0.193408
threshold=0.57619532350000013 42.094663496250007 0.44805544745000009 0.54386096225000014 0.54300769440000007 0.55609113500000007 0.52507409960000018 0.53158588065000012 0.52284362740000012 0.48098859315000003 42.686561923500008 0.47754558250000007 42.006870117350005 0.48351845755000006 43.182896969600009 0.34542378970000004 43.157831852650006 42.824128352900011 0.37078231190000005 42.434124620650003 0.34542378970000004 0.47464147780000004 42.865207177650007 44.169240047700008 43.631818398850008 43.426640904350009 0.48068920095000006 0.45107930900000009 42.558389508100007 0.5054040298000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 6 -5 8 -8 9 10 11 20 29 14 15 -11 17 19 -18 -15 21 -3 -12 24 25 26 -24 -4 -29 -1
right_child=-2 2 27 5 -6 -7 7 -9 -10 13 22 -13 -14 16 -16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00022206963758616714 -0.00075038617794875775 0.00076149701072597282 0.0011368173357704538 -0.0021584310749290622 0.0014601019866187256 -0.00037096194514515458 -0.0022124737308043371 -0.00013668984281412958 0.0016384672965260036 -0.0001921341381093192 0.0006417865589914435 -0.0023472403244747383 0.00071889167743905476 -0.00050621785380402943 -0.00075120979384064217 0.0018436481641474782 0.00093808991401875068 -0.0010334169021164788 -0.00031988278509112602 0.00051708891778921363 0.00067464158963464864 -0.0021867704457731204 -0.0022010328780276978 0.00016897257249750533 -0.0022852072742644744 0.0010163539123360032 0.00041383530804458673 0.0015083934113067005 -0.0005946822315636808 7.2507801444172327e-05
leaf_weight=77.62448921795658 1.2565026133033814 0.44527957784157768 1.80854606302455 0.75056724775640704 0.89464306831359763 1.7806965171621412 0.87164665747877634 5.8059139602119103 0.99471345179335813 1.7324749082326913 2.3516467784647821 1.2824240480549631 4.0618104966961246 2.535693306475876 1.6738456562161443 2.890912726521492 4.3344799466431132 2.8609247545246035 1.301714044438995 3.0845759728108533 0.70572460070252407 0.63159126695245504 0.90398269347133475 9.7563629267533525 0.78438599691435218 0.93992365518352006 1.1533498093485832 0.26801650505512942 0.71102378368595964 58.140970137421391
leaf_count=940 920 31 10 47 6 88 169 75 40 10 35 43 39 22 11 66 35 36 86 24 13 21 108 198 56 30 4 4 73 794
internal_value=0.000130586 0.000136319 3.65606e-05 -1.79108e-06 4.56905e-05 -0.00090098 1.8791e-05 -0.00040765 8.93386e-05 5.01979e-05 -0.000146027 -0.00116675 0.000174313 0.00023239 0.00059384 0.0010808 7.11601e-05 -0.000311883 0.000647553 5.54043e-05 -0.000317489 -0.00096768 5.08649e-05 -5.17824e-05 -0.000621314 -0.000185871 -0.000735126 0.000730893 -1.89562e-05 0.00015802
internal_weight=194.339 193.082 53.2551 50.4675 47.9362 2.53126 47.0416 6.67756 40.364 39.3693 18.9547 3.06502 139.827 20.4146 6.29723 4.62339 14.1174 8.48119 5.63619 5.62027 1.7826 1.07687 15.8897 13.538 3.78164 2.99726 2.05733 2.78759 0.97904 135.765
internal_count=4034 3114 1341 1254 1119 135 1113 244 869 829 539 108 1773 290 87 76 203 82 121 46 65 52 431 396 198 142 112 87 77 1734
is_linear=0
shrinkage=0.00196078


Tree=879
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 1 0 0 2 2 2 2 2 0 2 0 1 1 2 1 0 2 0 2 0 1 1 2 2 0
split_gain=0.0491402 0.205339 0.152728 0.146034 0.0801537 0.0798883 0.170449 0.0729047 0.158684 0.22861 0.0696525 0.0695587 0.663417 0.30324 0.228774 0.189829 0.577876 0.262851 0.385265 0.906534 0.419633 0.845027 0.444194 0.953946 0.409635 0.277277 0.524408 0.24324 0.187696 0.607073
threshold=0.5718990449500001 40.00488309970001 41.218101594450012 0.4591329601000001 0.59897907245000015 0.46112391845000006 0.59734738480000016 0.56643513670000012 42.558389508100007 40.280372415600006 43.272784938550004 39.420767558750008 39.525197829750006 0.45589952400000006 39.256147742250008 0.50086823750000009 0.36945001650000003 0.37473428940000003 38.625745710700009 0.39072183470000005 0.53866650695000018 37.137227079750012 0.54228915300000013 37.784765830350004 0.52770875125000016 0.39072183470000005 0.39591628995000006 38.625745710700009 36.893814626400008 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 -5 -7 11 9 -9 -10 13 -13 -1 15 27 -17 -18 20 -20 21 25 -22 -24 -23 -19 -27 28 -15 -30
right_child=1 2 3 4 -6 6 -8 8 10 -11 -12 12 -14 14 -16 16 17 18 19 -21 22 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.050192366340463646 -0.10290794541716337 0.015673495570969111 -0.10414183173075818 0.098205183270520358 -0.10083259478530555 -0.1023296315971086 0.09131777377883693 0.0048367861237456934 -0.025154696452369507 0.059682328597018823 0.014139548294340257 -0.065427640092517281 0.00032197029929566831 0.0050795653134687044 0.039338415335289117 -0.047704343038247332 0.043486262667509636 0.01958594081824977 0.074397693478477869 -0.0075188150160197201 0.040340621515488229 -0.087259926510628361 0.012035857264383075 -0.12863200461068286 -0.016957962618652317 -0.11775381088050559 0.016663898370520867 -0.012046473487535448 0.010663031774816293 0.082562669015298185
leaf_weight=0.99302565500147366 0.23278602429598949 1.3064083081626447 0.24754810807712591 0.08966007463823189 0.067557852551544784 0.10300252405795618 0.081355048314435408 1.9263510829186992 1.1711349687539039 1.2552157598547635 0.733729384606704 1.5538896347279649 123.7327683192384 3.7456915536286015 1.9287918279878784 2.3960869908332851 1.5677746291039536 3.4516886454075593 2.1409057304263106 3.6613343250355683 2.8991092424839726 2.1330454348644712 2.6520183168031513 0.58920513931661833 1.3555371039547024 0.47659503013710469 0.74227302927465644 2.6831955505185752 3.5721641325853852 1.749438554048538
leaf_count=185 393 99 76 3 312 89 5 39 9 26 71 37 2145 65 25 20 17 34 14 41 21 37 74 34 29 19 28 27 40 20
internal_value=0.000827172 -0.0142731 -0.00338803 -0.0456578 -0.00327306 0.0207798 -0.0168751 0.00101721 0.0128079 0.0264749 -0.0100191 0.000651582 -0.000493501 0.00435503 0.00579011 0.00398344 -0.00110368 0.00404915 0.00097337 0.0227067 -0.00784526 -0.0227063 0.0119017 -0.0135354 -0.0599431 0.00510707 -0.0358954 0.0144021 0.0222288 0.0342995
internal_weight=171.239 2.12832 1.89553 0.589124 0.341575 0.274018 0.184358 169.111 5.08643 3.18157 1.90486 164.025 125.287 38.7379 37.7449 35.8161 24.0656 21.6695 20.1017 5.80224 14.2995 8.15914 6.14033 3.24122 3.48858 4.67056 1.21887 11.7505 9.06729 5.3216
internal_count=4034 977 584 485 409 97 94 3057 145 65 80 2912 2182 730 545 520 368 348 331 55 276 147 129 108 66 81 47 152 125 60
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 2 0 1 2 2 1 1 0 2 0 0 0 1 1 0 1 2 2 2 2 1 0 2 2
split_gain=0.0446038 0.529433 0.527134 0.389916 0.353836 0.403944 0.58128 0.352282 0.280699 0.319019 0.262925 0.426943 0.301238 0.462194 0.533616 0.31127 0.240925 0.394335 0.2148 0.858945 0.42981 0.366323 0.33403 0.638059 0.98859 0.469852 0.332113 0.618479 0.647161 0.262217
threshold=0.37078231190000005 0.51401155655000019 0.36945001650000003 0.5017514446000001 41.898943182100005 42.622319549950006 43.308802343500005 0.51191581090000016 0.36533337325000009 36.893814626400008 36.491284729650012 0.36491422415000008 0.36006406990000012 0.50278434775000014 43.426640904350009 0.49949103320000005 0.51675099550000014 0.52005927965000021 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.39408999735000005 35.879804895950009 40.340071172300007 40.750688432250008 47.709122305950011 0.39587138110000003 0.53475943835000017 36.728658719300007 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 7 -6 -7 -5 10 -10 11 -1 15 14 -14 -12 -3 -18 -19 -20 -21 22 -22 -24 -25 -26 -23 28 -28 -30
right_child=1 16 -4 4 5 6 -8 -9 9 -11 12 -13 13 -15 -16 -17 17 18 19 20 21 26 23 24 25 -27 27 -29 29 -31
leaf_value=0.012539812821538847 0.019022261212259181 0.028875691517109937 0.05052605130901075 -0.11951243909786391 0.060138428460862495 -0.16002311501939451 0.019892077145580001 -0.033270706341334388 -0.055130483007897135 0.0020286972849751657 0.0013149932515351239 0.1073501616389432 -0.09997646812525704 0.020846107103348794 0.034788922450430096 0.047020859159997402 -0.066860669378011994 0.019826732043636112 -0.08319522676221186 0.036294432611591688 0.035593412278154574 0.034072754046523705 -0.083334067946188237 0.10820847801996419 -0.1045053883041932 0.010767707900828843 0.042837033684055212 0.0015031858307239759 -0.10384577307933132 0.057042349885332515
leaf_weight=2.4214809154295831 0.97778429866957495 2.9564703174546585 2.1955000925809136 1.0383210678410253 0.48055003024637677 0.31627712270710617 0.41547754688099303 0.87094185345631547 1.8684947537258261 2.045235333551318 90.557395361063755 0.59085555374622334 1.1799403373479429 0.98897389322519291 0.39123366863350373 1.514953318517654 0.87879653478012087 5.3009658588707671 1.2500714678317297 3.1828326057147924 0.68229196884203602 2.8613094376050858 1.8129620618419724 0.58280733227729786 0.70336551225045674 0.71105277456808835 0.48317847662838076 39.952335564628925 1.2981052396817174 0.10987497586074813
leaf_count=184 53 28 30 45 7 4 37 10 16 26 1254 4 49 5 65 37 27 67 12 36 5 36 38 3 65 17 13 1600 221 40
internal_value=0.000749535 -0.00126452 0.00204752 -0.036083 -0.0533439 -0.0110924 -0.0578704 -0.0801718 0.000999511 -0.0252603 0.00205204 0.0311364 0.00112622 -0.0327088 -0.0664189 0.00206704 0.00100951 -0.000367942 0.000623615 -0.00127448 0.000680592 -0.00162346 -0.0288439 -0.0403828 -0.00139413 -0.0465556 0.00111199 -0.00114191 -0.0570218 -0.0912905
internal_weight=170.62 66.8658 103.754 4.09935 3.12157 1.2123 0.731755 1.90926 101.559 3.91373 97.6448 3.01234 94.6325 2.56015 1.57117 92.0723 62.7664 59.8099 58.9312 53.6302 52.3801 49.1973 4.49248 3.81019 1.99723 1.41442 44.7048 41.8435 1.89116 1.40798
internal_count=4034 2364 1670 156 103 48 41 55 1640 42 1598 188 1410 119 114 1291 2208 2180 2153 2086 2074 2038 128 123 85 82 1910 1874 274 261
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 1 0 1 0 0 2 0 0 0 0 0 0 0 2 2 2 2 2 2 2 2 2 0 2
split_gain=0.169314 0.526905 0.6487 0.188954 0.193549 0.18827 0.359453 0.322167 0.230708 0.316223 0.213776 0.194126 0.384963 0.503492 0.477349 0.279506 0.780134 0.668309 0.291497 0.540138 0.474846 0.431239 0.382909 0.751657 0.654941 0.730368 0.544332 0.545928 0.394248 0.256257
threshold=0.45368402140000008 0.46280051495000007 0.4662734648500001 42.522337019050006 42.536568606950006 0.44805544745000009 0.43837010870000009 0.57537199485000012 0.45036076765000005 0.56859076075000015 0.56915960600000015 42.094663496250007 0.54386096225000014 0.54300769440000007 0.55609113500000007 0.52507409960000018 0.53158588065000012 0.52284362740000012 0.47997065955000012 47.927946529500012 42.434124620650003 42.456897412850005 42.686561923500008 42.779078631750004 43.426640904350009 43.631818398850008 44.262924377150007 45.048573272350005 0.47721625100000004 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 11 10 -7 -10 -8 29 13 15 -14 17 -17 18 19 20 -13 -22 28 -24 -25 -26 -27 -28 -23 -1
right_child=1 2 3 4 -6 8 7 -9 9 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.00016036400301074874 -0.001544953818818235 0.0008724129547114666 -0.0020693374320019798 0.0020333682954032928 -0.0019683324043465442 0.00088999256774643075 -0.00020943150775272259 0.00053335463654721087 -0.00025003285082746899 0.00064972021118143801 -0.0022230781233370379 -0.0022495954538965198 -0.0021317879644279806 0.00149775211538932 -0.00017990750614096468 -0.0021831833218156453 -8.6893155426430105e-05 0.0016704301882283776 0.00020653929744215795 0.00026013925292255377 0.0012469851252847309 -0.00020638680892745724 0.00078466610971428318 -0.0021169391312617926 0.0011506041614592992 -0.0022370631352100273 0.00036398840934315094 -0.0020030478724204935 -0.0021643764170009394 0.00067501349801550646
leaf_weight=126.13819208644418 0.94242272122937665 1.6116425894433635 0.48378067552675919 0.10409244149923325 0.083942168796056649 2.7714740152878203 0.30554196736920747 0.41897891558073752 2.962196858599782 3.0460959166302928 0.60220796159410384 0.53142851331358798 0.67726160306483452 0.93124238401651283 1.6683741034212287 0.77294938135582825 5.8351216053415556 1.019283169240224 22.781716405730549 7.4073349479585877 0.61175933014601369 0.69747067379648597 1.9125975487404501 0.96174345679901296 0.97889025055337731 0.75674328331660978 1.3950112139864357 0.51214590575546015 0.91282884310930967 3.8327620655982164
leaf_count=1614 176 27 479 1 277 26 22 52 18 44 38 43 47 6 68 165 70 38 306 54 6 27 20 120 30 61 39 96 27 37
internal_value=0.00013402 -0.000311436 0.000197658 -0.00142104 0.000246934 0.000141566 0.000128013 -0.000888864 0.000421999 0.000206126 -0.0015453 0.000135494 3.21473e-05 7.00357e-05 -0.000743479 4.17997e-05 -0.000332097 0.000102837 6.23448e-05 -0.000134622 -0.00045004 -0.00034061 -0.000460109 -0.000248553 -0.000677724 -0.000297753 -0.000829974 -0.000271653 -0.00131631 0.000175541
internal_weight=193.667 3.22588 2.28346 0.671815 0.188035 190.441 181.662 1.32673 8.77977 6.00829 0.90775 180.335 50.3639 48.0183 2.34564 47.087 6.60807 40.479 39.4597 16.678 9.27062 8.73919 8.12743 6.51713 4.60453 3.64279 2.6639 1.90716 1.6103 129.971
internal_count=4034 960 784 757 278 3074 2986 112 88 62 60 2874 1223 1108 115 1102 235 867 829 523 469 426 420 366 346 226 196 135 54 1651
is_linear=0
shrinkage=0.00196078


Tree=882
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 2 1 0 2 0 1 1 2 0 0 1 0 1 2 2 0 1 2 2 1 0 2 2 1
split_gain=0.25599 0.6755 0.552919 0.406925 0.723849 0.385767 0.669927 0.30234 0.964669 0.244856 0.468169 1.57218 0.776809 0.411446 0.511793 0.858738 0.510135 0.416924 0.287559 1.56529 0.772965 0.690352 0.862803 0.529544 0.752346 0.513774 0.512992 0.822698 0.620731 0.361018
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.37473428940000003 39.011793722550003 43.308802343500005 40.040005255000004 0.37668033890000002 0.51505942935000004 41.50623664750001 0.4815274992000001 0.3453339720000001 0.34560342505000002 39.792680591700012 0.50086823750000009 0.49787431515000008 0.34641178410000012 0.49094338495000006 0.34524415440000006 41.535369675400013 41.646178195200001 0.47721625100000004 0.34584293880000011 43.384297312450009 42.779078631750004 0.34566330350000002 0.47961138885000004 42.622319549950006 42.141702038450013 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 9 3 4 -2 6 -5 -4 -9 10 -1 -12 -13 14 15 -14 -15 -18 19 -11 -21 22 -20 24 26 -26 28 29 -23 -28
right_child=2 -3 7 5 -6 -7 -8 8 -10 18 11 12 13 16 -16 -17 17 -19 21 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=9.8237525369893397e-05 0.0014616571551066269 0.0011710757551444198 -0.00099245992238833369 -0.00059409452762538932 -0.00087449223505929488 0.00022616594772580835 -0.0028712775039372225 0.0020139904606894712 6.9972158096908707e-05 -0.002721641543208456 0.0013110553945685538 -0.0007008154870259747 -0.00076014605760012287 0.00023764471963554375 -0.0006926703994095362 0.00078122193674117445 0.0018283952077963793 0.00054342242112725221 -0.0022481377530182509 0.0015015200815741269 -0.00010062317068054606 0.0016912686711980248 0.00046229202117724545 0.00081295543158600334 0.00020459550822380878 -0.00082787665607593226 0.00037172358265267125 0.0011860451057501718 0.00019533683659322504 -0.00029647605196286397
leaf_weight=36.323952767897936 0.83454407379031126 2.6065519023686639 0.99234081554459308 1.2177578089686001 1.3109354691114274 0.63434021604371071 0.83884218012099143 0.99544024289934796 69.478271563369503 0.84863807260990398 6.1511670351028469 3.2206887528300312 1.9532040925696508 5.1751159057021123 2.5603129740338773 4.8164330869913101 1.9175383895635607 1.9662635843269525 0.97948401712346711 1.2321889883023711 19.165843369351933 2.1154431886971059 0.83772878177842358 5.2592880246229461 3.2115261144936076 4.3804516326636076 5.1606825129128975 2.5570599362254134 2.1506392965093255 7.8181674494408071
leaf_count=519 9 30 12 25 39 57 26 9 2187 11 30 33 37 23 20 34 22 34 64 7 383 26 104 50 26 51 34 59 27 46
internal_value=0.000128015 0.000183579 3.88764e-05 -0.000602746 3.42182e-05 -0.0011106 -0.00152291 8.22977e-05 9.74314e-05 0.000162094 0.000244749 0.000436455 0.0001875 0.000343082 5.40764e-05 0.0003365 0.000640735 0.00117785 6.70256e-05 -0.000112397 -3.84211e-06 0.000177617 -0.000998639 0.000243078 0.000133668 -0.000391125 0.000334871 0.000169494 0.000937132 -3.07849e-05
internal_weight=198.711 122.408 76.3025 4.83642 2.14548 2.69094 2.0566 71.4661 70.4737 119.802 64.0847 27.7607 21.6096 18.3889 9.32995 6.76964 9.05892 3.8838 55.7171 21.2467 20.398 34.4705 1.81721 32.6533 27.394 7.59198 19.802 15.5359 4.26608 12.9788
internal_count=4034 1670 2364 156 48 108 51 2208 2196 1640 752 233 203 170 91 71 79 56 888 401 390 487 168 319 269 77 192 139 53 80
is_linear=0
shrinkage=0.00196078


Tree=883
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 1 0 0 2 2 1 2 2 2 0 1 0 2 1 1 0 0 0 0 1 1 1 2
split_gain=0.273664 0.799473 0.518558 0.467735 0.439928 0.3455 0.653853 0.305613 0.561679 0.475347 0.447021 0.705903 0.440534 0.531956 0.318993 1.45593 0.918854 0.49979 0.624939 0.494573 0.80758 0.731241 0.67271 1.22273 0.572856 1.16244 0.401417 0.316032 0.392468 0.289442
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.4662734648500001 0.37473428940000003 43.308802343500005 40.040005255000004 0.36533337325000009 0.48637765340000011 0.48797940185000005 43.120094701700005 42.310579034350006 0.35651627195000007 40.664404858950007 42.198888176300009 42.67709657435001 0.47754558250000007 0.34608245260000009 0.48386275860000011 42.779078631750004 0.34545372890000009 0.34584293880000011 0.47916230050000003 0.47769527860000011 0.47997065955000012 0.45994131915000008 0.34656148020000005 0.34542378970000004 0.34479506600000004 43.89540535710001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 29 -2 6 -6 8 12 -10 11 -11 14 -14 17 16 27 18 -1 21 24 -17 23 -22 25 -21 -19 28 -16 -4
right_child=2 -3 3 -5 5 -7 -8 -9 9 10 -12 -13 13 -15 15 19 -18 26 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020708656260467922 9.2710802767022126e-05 0.0012336704329882515 0.00012797779200397793 -0.0014800245938777039 -0.00058261284204772705 0.00016834013043498665 -0.002811109318983492 -0.00032860166103999844 0.0012323002016745867 0.00047046343314068463 0.00098293024267108475 -0.00048739223496470927 -0.0025379567685255115 -0.00011776049112943158 0.00039019274335066789 7.1837393510960752e-05 -0.0020821503373421955 0.0011035256477188813 -0.00072036535927706106 0.00014656597327277843 -0.0021099367065916886 0.0018030472325855302 -0.0016163831700266916 0.0013331525372337547 0.00069478913263840906 -0.0021602799606699227 3.9478921533354858e-05 0.00084778495166659034 -0.0021418487136933805 -0.00055363307459645108
leaf_weight=54.788129885548187 2.1480964203365138 2.7850272431969634 67.471523622789391 0.72431820144333769 1.2641892899919192 0.64161645795866196 0.8442293726839124 4.5305854526595786 2.7797718271613148 11.118358987383546 3.6158920880407086 4.0303071513772002 0.51466371399328537 1.0858495386564753 0.47400233081862386 2.280326963053088 1.9998457129113374 4.0863036252558222 2.9433414116501799 8.0275069251874811 0.6244978751346929 1.5935751870274542 1.9106265939772127 1.0863692834973333 5.8303705528378478 0.93796415696851987 2.045440738882462 0.73638932523317635 0.46745986258611083 2.4833919892143959
leaf_count=626 48 30 1082 757 25 57 26 42 19 127 26 28 28 102 25 21 42 42 26 184 46 55 23 10 33 75 33 10 17 369
internal_value=0.000137259 0.000195353 4.47934e-05 8.75499e-05 -0.000572176 -0.00109153 -0.00147492 0.000170744 0.000190768 0.000475583 0.000363484 0.000215626 0.000123657 -0.000896003 0.000141824 -4.14087e-05 -0.00118442 0.000216333 0.000159802 0.000147171 1.32219e-05 0.000783991 -0.000816696 7.63618e-05 0.000216356 -9.47754e-05 0.000748579 -0.000114418 -0.00086703 0.000103781
internal_weight=195.87 120.293 75.5774 70.6792 4.89813 2.75004 2.10842 117.508 112.977 21.5443 18.7646 15.1487 91.4327 1.60051 89.8322 25.9689 3.6777 63.8632 57.7315 22.2912 18.4173 3.8739 3.62149 1.71087 14.7958 8.96547 6.13174 1.67785 0.941462 69.9549
internal_count=4034 1670 2364 2208 156 108 51 1640 1598 200 181 155 1398 130 1268 541 94 727 652 447 371 76 79 56 292 259 75 52 42 1451
is_linear=0
shrinkage=0.00196078


Tree=884
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 1 0 0 0 2 1 1 1 0 2 2 1 1 1 0 0 2 2 0 2 2 0 0 2 0
split_gain=0.322609 0.182285 0.436117 0.281537 0.486349 0.523869 0.709002 0.436726 0.334656 0.316984 0.390803 0.226648 0.386352 0.760968 0.517891 0.93496 0.807767 0.446739 0.565656 0.768742 0.427978 0.406683 1.14702 0.339867 0.285441 0.872741 0.838934 1.15892 0.518911 0.507958
threshold=0.57619532350000013 41.218101594450012 41.147265497500008 0.44805544745000009 0.54386096225000014 0.42039160505000012 0.54942965780000008 0.54300769440000007 0.55538756325000016 42.536568606950006 0.45107930900000009 0.40509266190000009 0.4025178887000001 0.52507409960000018 41.385032804600009 43.631818398850008 0.39162001140000008 0.34569324270000007 0.34545372890000009 0.4784437592000001 0.48351845755000006 47.709122305950011 43.680097826700013 0.5398790455000001 42.824128352900011 41.872294782850005 0.47997065955000012 0.45994131915000008 41.535369675400013 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 8 -7 11 -6 -5 -11 12 13 17 -15 -16 -17 18 24 -20 -21 22 -18 -13 25 28 27 -26 -3 -27
right_child=-2 3 -4 9 5 6 -8 -9 -10 10 -12 23 -14 14 15 16 21 -19 19 20 -22 -23 -24 -25 26 29 -28 -29 -30 -31
leaf_value=0.00018744095013607771 -0.0008394104991048092 -8.7795136513208624e-05 0.0011014687892173733 0.0016999301432633143 -0.0023991574216604577 0.0014556300041690838 -0.00064258515639587443 0.0012838970037742921 -0.00018765953138700947 0.00087460871425413698 -0.00086411464931233212 -0.0021922134393240079 0.00072604355932205612 0.00040833468144898773 -0.0018227636182823778 -0.0023531115263018872 0.0022307301016497661 0.00029720300480303547 0.00032394013765096083 -0.0017592075939895785 -0.00042774183425969061 0.001838287283255677 -0.0021937572231414677 -5.4821525715750076e-05 0.00016647044263671672 -0.00014032521487603267 0.0009233886303002351 -0.0021588104154122555 0.00069254256093952019 -0.0012017475676336913
leaf_weight=102.16931956880035 1.2774600935474598 8.2973981511313486 2.0472001518355674 0.83650720119476263 0.79889959713909664 0.80049246735870871 2.7334020992129808 1.1812805682420719 0.39224497484974563 1.4610297644976529 0.75322733933717234 0.41455921602573542 3.5824926205095826 1.4079979378730048 2.2752502590883523 0.43420116615016047 0.41296014748513676 31.570205405492743 2.2950733344769096 1.9309566966257992 1.7872239202260969 0.66136411693878472 0.4956513449724298 0.92248994740657508 8.6952200917512492 3.7443467483462873 5.2081223092973223 0.91033857289585363 5.4141818588832384 3.2277343347668648
leaf_count=1341 920 62 26 11 41 7 90 8 37 8 74 126 18 9 88 13 2 492 32 22 26 5 90 16 182 114 30 71 43 30
internal_value=0.000142767 0.00014914 0.000205396 8.58576e-05 6.59118e-05 -0.000546348 -0.000167301 9.99991e-05 -0.00167091 0.000671621 0.000283144 8.3288e-05 9.62901e-05 6.7648e-05 -0.000623198 -0.000962588 1.39296e-05 0.000121412 -1.22826e-05 -0.000568404 -0.00111921 0.000668572 -0.000182846 -0.000717531 8.19245e-05 -6.68773e-05 0.00028969 -5.39012e-05 0.000220331 -0.000631712
internal_weight=198.139 196.861 104.217 92.6449 89.5941 4.72504 3.53389 84.869 1.19114 3.05076 2.21426 83.6878 82.3507 78.7682 5.68742 4.27943 2.00418 73.0808 41.5106 6.01325 3.71818 1.56998 0.908611 1.33705 35.4973 20.6837 14.8137 9.60556 13.7116 6.97208
internal_count=4034 3114 1367 1747 1654 175 97 1479 78 93 82 1471 1329 1311 207 198 110 1104 612 80 48 97 92 142 532 249 283 253 105 144
is_linear=0
shrinkage=0.00196078


Tree=885
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 2 0 2 1 1 1 2 2 2 1 1 0 0 0 2 2 1 2 1 2 2 1 0 0
split_gain=0.280005 0.845321 0.919937 2.52778 0.601311 0.570805 0.565264 1.83182 0.919318 0.549605 0.539424 0.615861 0.699565 1.05853 1.1777 0.492806 0.749677 0.463059 0.888146 0.68953 0.434954 1.14954 1.12126 1.00551 1.02135 0.857345 0.624927 0.802644 0.623938 0.558653
threshold=0.5231430197000001 0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 0.4662734648500001 38.244973486750006 0.52366695610000014 37.828051409500013 0.38052752915000004 0.38976377950000002 0.39971857130000005 38.334060527150008 40.340071172300007 41.147265497500008 0.46280051495000007 0.45280081435000008 0.52863686715000002 0.5296248615500001 0.53928026105000015 40.563919884450009 40.720231579350006 0.37286308795000006 40.241071441700008 0.37413550490000008 42.940640897800002 38.625745710700009 0.34569324270000007 0.50278434775000014 0.50410167360000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 6 7 -2 17 20 -8 12 -12 -14 -15 16 -13 -9 -19 -20 23 -22 -23 24 26 -24 29 -28 -29 -1
right_child=5 -3 3 -5 -6 -7 10 8 -10 -11 11 15 13 14 -16 -17 -18 18 19 -21 21 22 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.00052825201138035867 -0.0035990815366536049 0.0011068979827636902 0.0010115865310432487 -0.0029390232324641168 0.0011057461395095778 -0.0015813003996612801 0.0011496781298723086 -0.00097728112833119396 -0.0022257468229299098 -0.00072346367926317363 0.0019165059626579284 0.00022191193684337735 -0.0019455266853676788 0.0016339867178227832 -0.00057126732841297041 0.0013776831540567287 -0.0010515095599450968 0.0018165707299835599 -0.0017352093925690664 0.00019637741649890583 -0.0016024815970871662 0.000175419419870189 -0.0027974933906909491 0.0009428855753944288 0.0014178397461935544 -0.00021733595255321391 0.00011902940879212243 -0.0013431987472549152 8.6565620028160645e-05 -0.00074006736136854236
leaf_weight=14.028681609704106 0.63078408688306709 3.814894775801803 1.2172981981057085 1.2747842622993628 2.7189501701504915 0.82522818219308547 1.9711563540622581 1.45658480993006 0.75362266611773598 2.5712356253061435 0.47718577459454348 37.940578720944359 1.6075749617302788 1.1463103629648683 4.9582682614563964 1.3252588757022739 1.8647766925987515 1.1479229778051374 0.82087096467148501 5.2860796651966666 1.4829632931214281 80.831875416777621 0.85235729115083758 8.7726589526864682 2.4854778721928588 1.1814212107565252 13.811243344098331 3.0845591242250512 1.8940185746178029 1.4756406843662251
leaf_count=309 5 29 21 84 21 757 26 34 45 31 2 541 46 10 241 18 146 5 25 174 72 1096 18 67 18 30 87 40 24 12
internal_value=0.000148228 0.000196431 0.000171203 -0.00100928 0.000192964 3.85945e-05 6.03709e-05 -0.000363727 -0.000148113 0.00017423 0.000143848 0.000103648 -0.000387393 -0.000529945 -0.000157167 0.000201417 0.000162255 3.1622e-05 0.000234183 -6.32585e-05 0.000191999 0.000108619 0.00013924 0.000346392 0.000204117 -0.00129868 0.000116152 -0.000124284 -0.000799268 0.000407538
internal_weight=203.71 141.498 137.683 2.49208 135.191 62.2122 61.387 10.0959 9.46508 132.472 51.2911 49.32 8.18934 7.71215 6.10458 41.1306 39.8054 8.71146 7.25487 6.10695 129.901 84.3486 82.8657 45.5523 36.7796 2.03378 34.2941 18.7898 4.97858 15.5043
internal_count=4034 1959 1930 105 1825 2075 1318 288 283 1804 1030 1004 299 297 251 705 687 238 204 199 1773 1216 1144 557 490 48 472 151 64 321
is_linear=0
shrinkage=0.00196078


Tree=886
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 0 0 0 0 2 0 0 1 0 2 2 0 2 2 1 2 2 2 1 2 2 1 0 2
split_gain=0.268958 0.215256 0.239281 0.458 0.63196 0.382656 0.31972 0.900202 0.735205 0.267014 0.809182 0.393993 0.372425 0.353371 0.561049 0.351153 1.08779 0.314488 0.880141 0.787899 0.928736 0.728766 0.470903 0.407237 0.39781 0.517842 0.322322 0.215572 0.333648 0.20714
threshold=0.57619532350000013 42.094663496250007 0.44805544745000009 0.54386096225000014 0.54300769440000007 0.55609113500000007 0.52507409960000018 0.53158588065000012 0.52284362740000012 0.48068920095000006 42.434124620650003 0.4778150355000001 0.47769527860000011 0.34536391125000004 0.47916230050000003 42.719328117250008 44.756878345700009 0.48351845755000006 43.157831852650006 43.218894539100006 0.34542378970000004 42.824128352900011 42.67709657435001 42.434124620650003 0.37078231190000005 43.308802343500005 47.927946529500012 0.45107930900000009 0.5696985120000001 42.006870117350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 4 6 -5 8 -8 9 10 -3 12 15 -13 -15 -12 -17 19 21 20 -11 23 -22 -19 -20 -26 -27 -4 -29 -1
right_child=-2 2 27 5 -6 -7 7 -9 -10 17 11 13 -14 14 -16 16 -18 18 24 -21 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00016308409863841308 -0.00078907122701008837 -0.0022750291992790534 0.0010192339429986729 -0.0021172860778596626 0.0015886958348738062 -0.00035706547202469553 -0.0022192291386604144 -0.00010628189156995898 0.0016587630930515436 2.8930665704556318e-05 0.00072733789918588286 -9.3344154673154065e-05 0.0015471486791989919 -0.00016828624524114157 -0.0023661754230609794 -0.0015560770701306473 0.00016592792414045303 -0.0005545889635581551 0.00089558450189671077 -0.00067991663870653073 0.00049055769309446818 -0.0011638754920469331 0.0021061367793962383 0.00049979481750801876 0.002162438626256541 -0.0021556205393476447 2.8509605119354755e-05 -0.0020839623442097362 0.00055089126996055258 0.00062125036346764992
leaf_weight=135.48790374117198 1.2176799448939153 0.66342247241846308 1.7087296863901422 0.65355195109441355 0.9933570921421041 1.7362972182836527 0.8947100040022623 5.8043737858824898 1.0949204801145231 2.9154483228921917 2.2345510028244471 2.3526607463136306 0.65221759676933366 0.90725323185324647 0.87929660454392433 1.7078016640007252 8.0982410133292415 2.5590689126402122 4.297694753855466 1.7188707962632177 1.0401912406086924 3.0365803975146264 2.08200160600245 3.1319946398143657 0.25569930672645558 0.47022930496132154 0.58041639673683676 0.25120464356587024 0.69868109375238419 3.9031137546990058
leaf_count=1734 920 46 10 47 6 88 169 75 40 14 40 22 5 25 15 218 163 22 35 11 6 36 61 24 1 66 19 73 4 39
internal_value=0.000129554 0.000135355 2.95253e-05 -5.07631e-07 4.08915e-05 -0.000838433 8.43896e-06 -0.000388481 7.38051e-05 2.99637e-05 -0.000150985 -6.72677e-05 0.000104044 -0.00059259 -0.00125003 2.58731e-05 -0.000133973 0.000173288 1.16638e-06 0.000491318 0.000824759 -0.000388201 0.00156789 2.56759e-05 0.000607561 -0.000339998 -0.000949024 0.000602942 -0.000145916 0.000175913
internal_weight=194.028 192.81 53.4195 50.7609 48.371 2.38985 47.3776 6.69908 40.6786 39.5836 17.4954 16.832 12.6928 4.13921 1.78655 12.0406 9.80604 22.0882 14.3317 7.75651 6.03764 8.72764 3.12219 5.69106 5.60404 1.30635 1.05065 2.65862 0.949886 139.391
internal_count=4034 3114 1341 1254 1119 135 1113 244 869 829 534 488 426 62 40 421 381 295 203 92 81 82 67 46 121 86 85 87 77 1773
is_linear=0
shrinkage=0.00196078


Tree=887
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 1 0 1 1 2 2 0 2 2 1 1 2 0 1 2 2 0 1 2 1 2 1 2 1
split_gain=0.0506857 0.152106 0.406348 0.22759 0.157093 0.10994 0.300225 0.215712 0.307923 0.151947 0.407682 0.324056 0.251586 0.827308 0.303296 0.295128 0.373145 0.697067 1.64782 0.644731 0.621005 0.273299 0.254186 0.969699 0.38144 0.916085 0.559841 0.751675 0.608142 0.521747
threshold=42.310579034350006 42.47354681640001 0.34641178410000012 0.51401155655000019 42.488347682450005 42.006870117350005 0.4025178887000001 0.54562737640000014 0.43639411995000005 0.32388251845000005 39.458743938000005 35.782584506850007 0.47396784530000008 39.011793722550003 38.804080188450008 0.34467530910000005 0.34515433670000012 40.206947806850003 0.4778150355000001 0.34524415440000006 41.035283712600005 40.377444152000002 0.47997065955000012 0.34566330350000002 41.243661560350013 0.34569324270000007 40.844669808050007 0.42290649980000011 40.890797847750008 0.34623214870000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 9 -7 -8 -9 10 11 -1 13 14 -11 21 17 -17 -19 -18 -20 -14 23 -21 26 -26 -24 -28 -29 -27
right_child=1 4 3 -5 -6 6 7 8 -10 12 -12 -13 15 -15 -16 16 19 18 20 22 -22 -23 24 -25 25 29 27 28 -30 -31
leaf_value=0.040254681711201168 -0.059594172647511906 0.042661071513010046 0.036181329770385615 -0.01801534570339423 -0.00044997007884496198 0.0034901583226179646 0.10295349426266205 -0.046585431750665117 0.074689217496393304 -0.013117340736555967 0.08015844702161834 -0.11155072441568264 0.0022638316126195488 -0.11593785962371853 0.079791498105685199 0.020216945838620999 0.039166142663843238 0.015505276653989326 -0.033008838946971986 -0.0027087258246977683 -0.10171654040573537 0.04523063922035362 -0.0008403549505165823 0.066865758720803928 -0.099736367210617238 0.010890280446451231 0.049397334826753264 0.034360604489401557 -0.054639440633935055 -0.029083134962145537
leaf_weight=0.30175955768572638 1.5982209788198805 0.86437255889177222 1.2175995108555073 2.130785668065073 38.184526985564617 4.9694293822940372 0.5733365975320337 0.3609603364020586 0.49850761130801402 2.3917800317767615 0.81085013051415444 0.26333131734281778 2.9468280756846061 0.77943237080035022 0.41186488943640132 4.0938887242227784 4.7222909918054929 4.4970509968698007 2.6646408215165138 7.3499429505318385 2.598118307068944 2.9748005345463753 59.648885047104272 2.7538232667720877 1.1815402656793583 6.9824082627892476 5.3399804905056936 1.4540809262543919 1.6266137102502396 6.1335502946058114
leaf_count=32 38 14 11 42 1517 76 7 12 34 141 51 49 27 115 4 24 37 21 14 45 27 18 1253 37 20 30 59 19 44 216
internal_value=0.00134062 -0.00158843 -0.0181088 0.00169262 0.000504321 0.0023448 0.015118 0.055447 0.0237562 0.0016741 0.0347173 -0.0304864 0.00129695 -0.0248044 0.000531281 0.00209651 0.000936564 -0.0144174 -0.0289453 0.00312509 -0.0669284 0.0238487 0.00128454 0.0162541 -0.000551733 -0.0154002 0.00256709 0.0267041 -0.0126316 -0.0078029
internal_weight=172.325 43.9955 4.94661 3.34839 39.0489 128.33 6.40223 1.4328 0.859468 121.927 1.37594 0.565091 120.552 3.58308 2.80364 116.968 111.047 13.8537 9.75981 97.1931 5.26276 5.92163 92.4708 10.1038 82.3671 14.2975 68.0696 8.42068 3.08069 13.116
internal_count=4034 1622 91 53 1531 2412 129 53 46 2283 132 81 2151 260 145 1891 1846 86 62 1760 41 45 1723 82 1641 266 1375 122 63 246
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 2 2 0 2 2 2 2 1 0 0 2 2 0 0 0 0 0 0 2 1 0 2 2 0
split_gain=0.0483466 0.405103 0.25033 0.242918 0.313413 0.221222 0.227386 0.396261 0.219022 0.186118 0.378627 0.241963 0.183485 0.203437 0.17515 0.855689 0.366979 0.588327 0.30704 0.379527 0.17707 0.675193 0.428579 0.195717 0.259521 0.146604 0.30275 0.153103 0.139553 0.121289
threshold=39.458743938000005 39.525197829750006 0.45589952400000006 0.34674111555000003 0.35738450945000005 0.49830843385000007 39.110279783550006 39.184300550350009 0.4778150355000001 38.969453495950006 38.748048509250005 38.478081868400004 35.782584506850007 0.32058920395000007 0.5223196910500002 0.52366695610000014 38.244973486750006 37.828051409500013 0.51505942935000004 0.50339810185000011 0.52863686715000002 0.5296248615500001 0.53928026105000015 0.56395018115000017 33.151194885250007 0.45280081435000008 0.56294721715000018 42.402981339000007 42.536568606950006 0.5654770815500002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 -6 9 -8 -4 10 11 14 13 -1 18 -16 17 20 19 -7 -17 -22 -23 -24 -25 29 -27 -28 -29 -3
right_child=1 25 3 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 22 23 24 -26 26 27 28 -30 -31
leaf_value=0.051031989190341555 -0.053324596541572691 0.00062994851975453571 0.0084223925557296211 -0.044431768582482593 0.038183317479567547 0.014251301952079265 0.073127732354801203 0.00022708523191215885 0.047168293574209041 -0.028688963474627086 0.037632064658469216 -0.044790604455734934 -0.108435657818097 -0.061392113087899783 -0.081204425547382428 -0.035778049003384528 0.036903070945549843 -0.1093780024801518 0.041327173382281056 -0.035864033224692594 0.08613696380125313 -0.084980901608178686 0.010056049842795983 0.07584426321430561 -0.10416262311605558 0.020671378652638652 -0.10713838236882174 0.019870544864897456 -0.10092108761246815 0.016958845915588737
leaf_weight=0.27028986347431683 1.3946104029892001 123.10743862385152 3.6652308424236244 1.3856649783992896 1.8019356265062914 5.2371661406941872 1.1880741615605068 2.0021390609181253 2.423679294064641 2.2057889190182314 2.6132086885991148 1.2811447313870292 0.31559741041382949 0.39791428008720686 1.4154976801946748 1.2142335917742437 2.3014580273120373 0.53891642775488424 2.3471556686563417 2.123978441406507 0.89522627741098393 0.63418086565798137 3.9272616408125032 0.10570610546420756 0.33054738311966503 0.6787342614843499 0.47057732632856641 0.26464722212404013 0.14977625673600414 4.7234285219744825
leaf_count=26 32 2100 43 18 53 39 10 47 22 40 32 38 85 74 13 34 29 58 29 30 5 25 77 106 191 23 245 11 351 148
internal_value=0.0012192 0.00028324 0.00423268 0.00546941 0.00213437 0.00414052 0.00212012 0.0273762 0.0238451 -0.000845208 0.00161487 -0.00259587 -0.045596 -0.0159163 -3.04175e-05 -0.00845763 0.00189398 -0.00864371 0.00983316 -0.000208935 -0.0010053 0.0061596 -0.00816656 0.00299741 -0.0605462 0.000861024 -0.0295724 -0.0681059 -0.0237846 0.00123331
internal_weight=171.411 130.789 40.622 39.6382 33.5493 32.1636 30.3617 3.19021 6.08891 27.1715 24.9657 22.3525 0.983802 0.668204 21.0713 11.363 9.94753 7.64607 9.7083 7.36114 7.10716 5.89292 4.9977 4.36352 0.436253 129.395 1.56374 0.885001 0.414423 127.831
internal_count=4034 2910 1124 939 874 856 803 57 65 746 706 674 185 100 636 538 525 496 98 69 438 404 399 374 297 2878 630 607 362 2248
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 1 2 0 2 2 2 1 0 2 1 1 0 1 0 2 0 0 0 0 1 2 0 0 2
split_gain=0.0489332 0.201155 0.264694 0.354592 0.220561 0.125971 0.111832 0.105978 0.164403 0.13232 0.0993942 0.12944 0.192821 0.218528 0.14104 0.18554 0.0901106 0.0853039 0.0757401 0.0664005 0.0608866 0.594282 1.15899 0.425828 0.575848 0.505669 0.362365 0.328132 0.319477 0.406885
threshold=33.96174662340001 0.38906020780000011 0.38552737940000009 0.38052752915000004 0.52453519355000011 0.4349121284000001 0.43563066975000003 34.883496062400006 0.50706565670000014 34.654301448200009 35.171584490050009 36.010074051050005 0.36533337325000009 0.52005927965000021 36.364346611650006 0.39019789825000006 0.36575252235000005 0.49094338495000006 0.33992994225000006 0.42314601355000009 38.400997490450003 0.50410167360000013 0.51505942935000004 0.52770875125000016 0.52284362740000012 0.39091643965000006 38.748048509250005 0.53866650695000018 0.50008981770000005 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -3 -6 -7 8 -2 -10 -9 12 -12 -14 15 -13 17 18 19 -1 21 28 -23 24 -24 -25 27 -22 29 -16
right_child=7 4 -4 -5 5 6 -8 10 9 -11 11 14 13 -15 20 -17 -18 -19 -20 -21 26 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10279401089374945 0.058408220813994209 0.10569549385767781 -0.1474830560692974 0.10153348087301217 -0.10576905608018622 0.10298963721919063 -0.10146497181778923 -0.020609355527141323 0.039267049730684268 -0.029998583146203552 0.062356151573270152 -0.010109804312521554 -0.036011732025210151 0.033627892358750133 -0.035460120566685467 -0.10575030602752666 -0.11049404544142927 0.072098338992087965 -0.10734746501025996 0.055132587621741017 -0.067825884158887448 -0.12959521456455023 0.015089365077181956 0.11141347981414269 -0.072325613606444572 0.0072755488573139435 0.001182791461116398 -0.0001000853665330504 0.065356890665528716 0.031074756443073448
leaf_weight=0.039575361661262631 0.82305929716676374 0.2290160246193409 0.19778868183493614 0.18693234585225582 0.11702704206982162 0.085233770310878754 0.038991383036659499 2.1048143094342313 0.48179305032908792 0.64504365031280031 0.85107731408788767 0.74745989532675483 0.76727224886417378 1.0917844205168874 1.1771876794227889 0.27838693532066827 0.20567726145964116 0.069828619249165058 0.12598410427835915 0.081347707891836762 1.4648147962288924 0.74055180084542271 1.4648627405986174 0.51096078753471363 1.5520217005105221 5.3325291961282346 141.99542527437302 1.3982754078715514 1.7816633954644201 4.1926432255659165
leaf_count=56 29 2 3 6 23 1 122 32 40 11 28 31 9 40 26 42 8 4 29 5 33 12 13 2 28 206 3079 29 10 75
internal_value=0.00110161 -0.0176705 -0.0451857 -0.0166618 0.0354054 -0.0313195 0.0388161 0.00125424 0.0244329 -0.0003832 0.000984339 0.00125922 0.0229337 0.00488614 0.000898041 -0.036064 -0.058955 -0.0254873 -0.0530858 0.00344682 0.00113266 0.00684033 -0.00941514 0.000629536 -0.0298809 0.0163815 0.00047259 -0.03475 0.0286634 0.0164888
internal_weight=170.779 1.3774 0.907134 0.709345 0.470268 0.241252 0.124225 169.402 1.9499 1.12684 167.452 165.347 2.71013 1.85906 162.637 1.02585 0.522413 0.316736 0.246907 0.120923 161.611 16.7524 9.60093 8.86037 3.01688 5.84349 144.859 2.86309 7.15149 5.36983
internal_count=4034 259 111 108 148 146 123 3775 80 51 3695 3663 77 49 3586 73 102 94 90 61 3513 372 261 249 41 208 3141 62 111 101
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 2 1 1 2 0 2 2 1 2 1 0 0 1 0 1 2 2 2 1 2 0 0 2 2
split_gain=0.262064 0.1368 0.661498 0.601557 0.476972 0.36051 0.427036 0.377764 0.636504 0.361331 0.341463 0.30147 0.45297 0.676158 1.12877 0.299844 0.415862 0.488886 1.43921 0.431505 0.683848 0.288502 0.628989 0.285181 1.00166 0.73074 0.933021 0.768088 0.478164 0.245206
threshold=0.57619532350000013 0.37078231190000005 0.36945001650000003 0.51401155655000019 37.784765830350004 43.89540535710001 47.709122305950011 0.39162001140000008 0.39193437325000008 48.96897326980001 0.51675099550000014 39.952536079750011 40.137820134150012 0.37286308795000006 47.927946529500012 0.38552737940000009 0.5231430197000001 0.5223196910500002 0.38906020780000011 0.53544804050000006 0.39900002995000006 37.198331469900005 35.050303764500008 41.385032804600009 0.39542229275000007 38.748048509250005 0.52770875125000016 0.52366695610000014 40.413896136950008 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 10 -7 -8 -9 -10 -5 -6 -13 -14 -15 -12 17 18 -17 20 23 22 -21 25 -25 26 -18 -27 -29 -26
right_child=-2 3 -4 5 11 6 7 8 9 -11 15 12 13 14 -16 16 19 -19 -20 21 -22 -23 -24 24 29 27 -28 28 -30 -31
leaf_value=0.00016231454549276727 -0.00079174676354512553 0.00026042869082473389 0.0011652337359603279 0.00077856440431168703 -0.0025212510613300387 -0.002059663579235984 -0.0013855105887320399 0.0021175294956377244 -0.0020958773277535048 0.00054254136949240771 -0.0006893014633725154 0.0013497895705489712 0.00074063356517192899 -0.0026078872316492373 0.0011394206247894627 0.0011929635363933429 -0.0015399010581969503 0.0010998286362645811 -0.001041719173293377 0.00036365132391316007 -0.0021146298991805952 0.00019929202987604457 -0.0016281310824574789 -0.0021740983014914843 -0.00022228830650855032 0.0021290642801547678 0.00039706819603568973 -0.00085370420667554554 0.00090739646714985893 0.001529507670090303
leaf_weight=116.49308919698524 1.1612759302934126 1.6140631700109214 2.5845584776252499 3.1604185970500103 0.45915552402584614 0.59208602063881643 0.65106455679051567 0.52476895367726661 0.3662129039876163 0.43853457639306725 1.7192244625184674 0.32973762680194374 0.5704098223941404 1.3100190731420296 0.4044676292760413 2.3178555630147439 1.8446403355337646 3.5624335613101721 2.1228311838567606 1.4278256419929669 0.72653723546682236 43.747275972971693 1.0636563321750143 1.0420848829671743 0.89337893505580701 1.027502626180649 1.9849182968027888 1.0926994155161085 1.2955046063289044 0.46819871221669018
leaf_count=1640 920 22 30 20 24 201 11 3 17 100 18 5 9 87 9 19 39 22 34 42 39 464 46 57 32 5 30 37 26 26
internal_value=0.000136968 0.000142475 0.000184083 7.79271e-05 -0.000602681 0.000122198 -0.000598583 -0.0001618 0.000437452 -0.000658112 0.00014888 -0.0010559 -0.000798575 -0.00110861 -0.00172385 0.000118881 0.000140383 0.000558756 0.000124693 8.12413e-05 -0.000280135 0.00016233 -0.000486675 -0.000142002 -0.000727252 5.21579e-05 -0.000535941 0.000711511 0.000101622 0.000380093
internal_weight=196.996 195.835 119.078 76.7575 4.68785 72.0697 2.57267 1.98058 1.32952 0.804747 69.497 3.07379 2.61463 2.2849 1.71449 66.3366 64.6173 8.00312 4.44069 56.6142 10.3755 46.2388 2.49148 9.64893 2.40366 7.24527 3.82956 3.41571 2.3882 1.36158
internal_count=4034 3114 1670 1444 156 1288 332 131 120 117 956 134 110 105 96 936 918 75 53 843 291 552 88 252 115 137 69 68 63 58
is_linear=0
shrinkage=0.00196078


Tree=891
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 0 2 2 2 2 0 1 1 0 2 2 0 2 0 2 0 2 2 2 1 2 2 0 1
split_gain=0.0467827 0.191133 0.151533 0.11692 0.0873885 0.198157 0.0658237 0.15618 0.181325 0.0648549 0.477385 0.200614 0.387158 0.315649 0.444826 0.374696 0.28039 0.275414 0.325507 0.235824 0.246801 0.33559 0.556466 0.197454 0.341617 0.368633 0.300719 0.364016 0.437836 0.309476
threshold=0.5718990449500001 40.00488309970001 40.040005255000004 0.59897907245000015 41.257403903850005 0.58415915690000009 0.56643513670000012 42.558389508100007 40.280372415600006 39.420767558750008 39.525197829750006 0.46898296455000005 0.34440585610000002 0.34512439750000007 0.48098859315000003 39.110279783550006 38.121007182500009 0.49336846205000007 38.969453495950006 0.49830843385000007 38.748048509250005 0.56294721715000018 38.400997490450003 38.244973486750006 37.828051409500013 0.38976377950000002 37.52517992975001 36.242939472700009 0.50008981770000005 0.39045238170000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 9 8 -8 11 -11 16 -13 -14 -15 17 -1 -16 19 -19 21 22 23 24 26 -26 27 28 -21 -29
right_child=1 2 3 -5 5 -7 7 -9 -10 10 -12 12 13 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.010128778990184086 -0.10260435071275083 0.10438870280518658 0.011978606364258139 -0.10084311530291157 -0.1034352504062728 0.022889617720069762 0.0070999515340350594 -0.0099438635455835964 0.056376177004849974 -0.05486755987474147 0.00054978314478738974 0.050699357057880715 -0.039890773433078099 0.063480562976435867 -0.046329290711753714 0.039886089093652349 -0.11144321396906334 0.04835585964762705 -0.041753266629179817 0.066706309420678872 0.033289999632057046 0.049405411712254009 -0.060347422309038792 0.033861205136288444 -0.001224763775122296 -0.11045275007024545 0.046137034867485438 -0.035612978007007488 0.002015777426667155 0.0073840573773360594
leaf_weight=2.1914695932737227 0.21702125966623897 0.1217893362045287 1.11779442965053 0.13370030865007709 0.24125775693391904 0.25586791355635796 1.9215104265604162 1.920772206271067 1.2214704663492737 1.5741171335976094 124.42918602481723 1.8792678732424963 1.5585306435823429 1.300361426059683 1.2096245884895385 2.6218067938461891 0.31205911051438295 1.2072395011782706 1.5664592590183009 1.2747708074748674 2.4229784440249196 1.2725214178935846 1.5884336551534932 1.6950349798426021 0.65887089818715938 0.58182154134556185 1.4088368307566259 4.2115040272474289 5.8359408807591535 2.7782864900946151
leaf_count=204 393 1 25 403 97 58 39 80 26 37 2145 20 11 16 19 35 18 24 22 14 20 24 31 12 8 38 23 28 102 61
internal_value=0.00110826 -0.0137705 -0.00346317 -0.0109749 -0.00353468 -0.0384165 0.00129243 0.0125213 0.0262504 0.000944826 -0.000142527 0.00459106 0.00654324 0.00404329 0.00620778 0.00375261 -0.0227574 0.000334095 0.00246389 0.00524154 0.00304805 -0.000391141 -0.0035542 0.00133666 -0.00195469 -0.0524471 0.00208452 -0.00231694 0.0136132 -0.0185226
internal_weight=170.73 2.08743 1.87041 1.74862 1.61492 0.497126 168.643 5.06375 3.14298 163.579 126.003 37.5758 35.0723 33.193 31.6345 30.3341 2.50353 27.7123 26.5027 24.9362 23.729 21.306 20.0335 18.4451 16.75 1.24069 15.5093 14.1005 7.11071 6.98979
internal_count=4034 977 584 583 180 155 3057 145 65 2912 2182 730 508 488 477 461 222 426 407 385 361 341 317 286 274 46 228 205 116 89
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 1 1 2 1 0 1 2 0 2 1 2 2 0 0 1 1 2 2 2 1 1 0 0 0
split_gain=0.0481152 0.402963 0.608445 0.458933 0.300866 0.176565 0.226575 0.355041 0.549601 0.483794 1.04761 0.303763 0.251925 0.223308 0.240726 0.217094 0.169796 1.11307 0.560371 1.24119 0.475651 0.68415 0.53157 0.920441 0.524553 0.476995 0.527375 0.352413 0.564829 0.976706
threshold=0.39072183470000005 0.52404119640000013 39.110279783550006 0.39091643965000006 0.39045238170000002 37.198331469900005 0.39091643965000006 0.39382054430000007 47.709122305950011 0.39587138110000003 0.53475943835000017 0.39814676205000005 48.96897326980001 0.53866650695000018 40.664404858950007 0.3975479776000001 40.003678352300007 40.206947806850003 0.54228915300000013 0.54386096225000014 0.41804137600000008 0.42039160505000012 40.241071441700008 40.563919884450009 42.360359531950003 0.42114008565000011 0.42209814075000007 0.54064249575000012 0.54499865270000014 0.54562737640000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 15 -7 8 -8 -9 12 -12 -11 14 -13 -3 18 -18 -15 -20 24 -22 -23 -24 -19 -25 -27 -28 -29 -30
right_child=1 5 3 -5 -6 6 7 9 -10 10 11 13 -14 16 -16 -17 17 20 19 -21 21 22 23 25 -26 26 27 28 29 -31
leaf_value=0.0013611693689554651 -0.14248178605401779 -0.00091925401185069696 0.10243466703708998 -0.10422302726594207 0.037453037843525265 0.08318069083231934 -0.10503391275890422 0.045501149680817365 0.01770518010157934 -0.10376133242093775 -0.073385684569777496 0.00023656159794787973 0.053972298096382536 0.038347578170390584 0.041702099812667447 -0.058952071987948412 -0.10648727722848253 -0.085377563275598603 -0.13283234803971264 0.0068430435892601147 0.053078438283340496 0.11111297031046291 -0.10553084133339879 0.10441732874126947 -0.0051560295407157147 -0.11831839826738816 -0.10480915044473199 0.069481245206074543 -0.16067572507323347 0.0029953581609226121
leaf_weight=119.94106373293062 0.49707007652068469 1.5213626783515786 0.26442773640155792 0.18102684334189689 2.3550412431359282 0.3338669203221788 0.78363305015955009 2.428122130339033 0.6826169528067112 1.1561242102161475 0.52110121096484263 2.678386263549327 0.11097614548270929 4.3582480996847135 2.9334769476554357 1.1185579905298366 1.0270684177376121 1.2412615359644434 0.70838065445423115 6.2441034461317031 2.7319684632238959 0.40625084866769512 0.8532335158524792 0.43698864430189033 2.3740497537401097 0.37717930041253467 0.30239736579824139 1.2013000719016407 0.3782544881105413 10.102238630460077
leaf_count=1901 22 29 4 82 15 2 74 36 13 212 18 15 32 17 25 330 53 26 7 260 21 7 33 4 37 11 7 11 3 727
internal_value=0.00100349 -0.00168119 -0.0664216 0.0184517 0.00205619 -0.000383216 0.00111163 0.000489429 -0.0478924 0.00215581 -0.000466009 0.00245047 -0.0899466 0.00348081 0.0219118 -0.0255083 0.0003219 -0.00490949 0.0102346 -0.00738832 0.000203312 0.00728806 -0.00161073 -0.00496522 -0.0326989 0.00173923 -0.00189056 0.00177378 0.00453281 -0.00291174
internal_weight=170.25 47.9537 0.942525 0.445455 122.296 47.0111 44.3712 44.0374 1.46625 42.5711 40.143 38.8759 1.2671 38.3548 5.61186 2.63992 32.7429 21.4322 11.3107 6.95248 20.4051 16.7898 14.0578 13.6516 3.61531 12.7984 12.3614 11.9842 11.6818 10.4805
internal_count=4034 2118 108 86 1916 2010 1651 1649 87 1562 1526 1282 244 1264 40 359 1224 940 284 267 887 824 803 796 63 763 759 748 741 730
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 0 2 2 2 0 0 0 1 1 0 0 1 2 1 0 0 0 1 0 2 1 0 0 1 2
split_gain=0.224033 0.218497 0.426377 1.02988 0.75125 0.504854 0.394671 0.364439 0.76674 0.396221 0.362918 1.26804 0.52934 0.526516 0.998633 0.804533 0.466239 0.982155 0.35118 0.462108 0.538033 0.39629 0.309479 1.21742 0.756769 0.713173 0.635195 0.457437 0.364144 1.40455
threshold=0.57619532350000013 42.094663496250007 0.47997065955000012 0.4778150355000001 42.753078181500008 0.47769527860000011 42.066503896600004 47.927946529500012 42.719328117250008 0.46989611090000011 0.52507409960000018 0.53158588065000012 0.37977904855000005 0.35275889945000011 0.50339810185000011 0.50706565670000014 0.38780276035000005 42.434124620650003 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.55609113500000007 0.39542229275000007 0.53544804050000006 36.728658719300007 0.39408999735000005 0.52404119640000013 0.52770875125000016 0.34515433670000012 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 7 22 8 -3 -10 12 -12 13 -4 -15 -16 -14 -18 19 20 -13 -21 25 24 -24 26 28 -28 29 -1
right_child=-2 2 10 4 -6 -7 -8 -9 9 -11 11 18 16 14 15 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00018048680305293176 -0.00070901925496747332 0.00030144544345020382 0.00034332870898788446 -0.0024850687999328621 -0.0005303530290951022 0.0016430930750359603 0.0011716388626564747 0.00022294445242263138 -0.00055069649423079544 -0.0020667659248764275 -0.0022203250384350164 -0.00017535844959544442 0.0020716777931645038 -0.0020419792098197993 0.0012573835314455819 -0.00078708592870197847 0.0019176920711410303 -0.0023573828269731626 0.00067020600891914224 -0.0021275126093958014 0.0010518058637705571 -0.00037423823666205886 0.00033330835370520406 0.00011465096515427322 -0.0021068178166757661 0.0013075366086001928 -0.0016518019596106156 -0.00011450027600909197 0.00031267951729636607 -0.0014100106949617136
leaf_weight=25.24666843053274 1.1841437569037214 2.6470926719048293 19.550102414563305 1.1343360627070063 2.2659527715295553 0.70345138013362962 1.5500989269057743 7.2605498284101486 1.5978782329511889 1.1324978981865568 1.0082120509687218 5.1799113724846375 1.1534817994106554 1.0858928412199009 1.371866934001446 1.6067230807384474 0.5025198459625243 0.35087035698416003 2.8513072448549783 0.6594654557120524 1.8693135380744932 1.995281288425758 0.70457233133492936 34.452419749984983 1.5945085237544843 2.3178146623540661 1.12612216285197 2.1940650213509798 68.796767482808718 2.331836401281179
leaf_count=421 920 69 165 37 31 5 15 54 221 106 172 68 10 20 25 33 3 91 83 47 13 88 20 428 105 15 47 28 648 46
internal_value=0.000141291 0.000146422 4.27886e-05 -0.000219136 -0.00118245 2.63791e-05 0.000187728 -6.36097e-05 -0.000450509 -0.00117953 0.000154696 -0.000104657 0.000291992 0.000209831 -0.00043229 0.000154548 0.00125877 0.00016 6.52351e-05 -0.000112523 0.000150061 -0.000809769 0.000176737 2.24618e-05 -0.00135902 0.000232317 0.000207319 -0.000635913 0.000236369 4.6006e-05
internal_weight=197.426 196.242 55.9267 16.7418 3.40029 13.3415 140.315 12.638 5.37747 2.73038 39.1849 13.5635 25.6215 23.6146 4.06448 2.97859 2.00687 0.85339 12.5553 9.70397 7.04922 2.65475 138.765 36.7515 2.29908 102.013 99.6955 3.32019 96.3753 27.5785
internal_count=4034 3114 1341 523 68 455 1773 450 396 327 818 471 347 243 78 58 104 94 299 216 81 135 1758 553 125 1205 1190 75 1115 467
is_linear=0
shrinkage=0.00196078


Tree=894
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 1 0 2 0 0 2 0 0 2 2 1 2 2 1 2 1 2 2 0 0 2 0 2 2
split_gain=0.269437 0.241341 0.305445 0.560461 0.556302 0.50793 1.38407 0.890574 0.739997 0.498213 0.488044 0.536925 0.426945 0.920955 0.928465 0.733893 0.551452 0.536249 0.982064 0.499439 0.477976 0.452318 0.404305 0.452404 0.903816 0.941426 0.488322 0.399536 0.352758 0.315879
threshold=0.57619532350000013 42.094663496250007 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.52507409960000018 0.39814676205000005 0.52284362740000012 48.86568841230001 0.55609113500000007 0.55832160710000012 42.599563320500003 0.48244064550000004 0.48351845755000006 43.157831852650006 42.824128352900011 0.34503457980000002 42.686561923500008 42.522337019050006 0.34545372890000009 42.434124620650003 0.37078231190000005 42.779078631750004 47.927946529500012 0.4815274992000001 0.47769527860000011 43.077238082650005 0.46989611090000011 45.048573272350005 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 8 12 -7 -5 -11 -12 17 16 15 20 -14 18 19 -3 -15 -16 -19 24 25 27 -27 28 29 -24
right_child=-2 2 -4 9 -6 6 -8 -9 -10 10 11 -13 13 14 21 -17 -18 22 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00018362212708125468 -0.000805656347702496 0.00035958736069709038 0.00066658284151804447 -0.0021410670029561965 0.0010902084379596517 -0.0022611474716845042 0.00013361006381173285 0.0018177892639212206 0.0011026284514391582 0.001466036745937841 0.00017696817822496113 -0.002167065264734883 0.00024326998610927226 -0.00053818226274288095 0.00097684159576386966 -0.0011066085251299226 0.0020496426077989812 0.00077913012113510493 -0.0022172489324714518 -0.0011951648830307981 0.00059399311897258744 -0.00033275115138524619 -0.00080823610364628843 0.00025591801675936863 -0.0027586010356201781 0.00088273979167978012 -0.00027105637592525923 -0.0020615532044565297 -0.001989857772116529 0.0012656038581780598
leaf_weight=138.61114841354629 1.1661028600324232 2.2484109582947016 2.7664149370975784 0.81993135000811834 1.8869661837816227 1.838160207786131 4.2779662497923709 1.1079769203206513 0.29128535441122938 0.45212565595284093 0.85458184033632256 0.67046220359407016 1.0876582264900236 2.6076313722878677 4.5261949300765982 3.0305757173337042 1.6138777863234279 2.3225041805126265 1.2481972971581852 1.2283349490608086 3.1843312823039014 1.3067250580515972 0.70301809775264723 7.7115990277379742 0.57967692613601762 2.4692451059818268 3.2884594583883882 1.1339197226625399 0.46696676639839996 0.47193793562473729
leaf_count=1773 920 50 87 47 13 146 87 40 4 9 11 68 4 22 35 36 54 22 38 27 24 86 112 55 5 17 38 103 92 9
internal_value=0.000134054 0.000139679 3.12875e-05 -1.60661e-06 4.55952e-05 5.1569e-06 -0.000509346 8.3023e-05 -0.00180102 -0.000856028 -0.000323123 -0.00085355 3.64036e-05 0.000270407 7.64896e-05 -0.000324801 0.00132238 -0.000133735 -0.000725327 -0.000189707 8.42702e-05 0.000683459 1.22505e-05 -9.36098e-05 -0.00038938 -0.000228441 0.00022376 -0.0011664 -0.000548208 2.47514e-05
internal_weight=195.972 194.806 56.1951 53.4287 50.6316 48.7447 6.40741 42.3372 2.12945 2.7971 1.97717 1.52504 41.2293 17.357 14.6555 8.82254 2.70154 23.8723 4.72494 3.47675 5.79196 5.83292 19.1473 16.8248 9.11322 8.53355 5.7577 2.77584 1.64192 1.17496
internal_count=4034 3114 1341 1254 1119 1106 237 869 150 135 88 79 829 261 203 82 58 568 115 77 46 121 453 431 376 371 55 316 213 121
is_linear=0
shrinkage=0.00196078


Tree=895
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 2 2 2 0 0 0 1 0 2 0 2 0 0 1 1 2 0 0 2 2 2 2 2 2
split_gain=0.049646 0.405737 0.514943 0.296608 0.358728 0.269146 0.461608 0.876234 0.546285 0.611326 0.443634 0.398417 0.819237 1.12717 0.356847 0.807749 0.343997 0.261452 0.355429 0.251076 0.935603 0.317199 0.327249 0.318341 0.314619 0.235968 0.409191 0.23324 0.228858 0.199769
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.48386275860000011 0.5231430197000001 40.003678352300007 39.952536079750011 39.458743938000005 0.54136103710000005 0.5398790455000001 0.5223196910500002 0.38906020780000011 0.52005927965000021 39.051326806600009 0.52366695610000014 40.137820134150012 0.56395018115000017 0.56341127510000011 0.38052752915000004 0.37413550490000008 40.00488309970001 0.50706565670000014 0.50339810185000011 39.664548207900005 38.400997490450003 38.244973486750006 40.467253020850002 40.040005255000004 40.583589072600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 27 5 -5 11 7 8 14 -10 -8 12 13 16 15 -7 19 18 25 20 21 22 23 24 -1 26 -17 -3 -12 -2
right_child=29 2 -4 4 -6 6 10 -9 9 -11 28 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0061834777262129914 -0.04981401738341449 0.056209052657430938 -0.015605136563317166 0.0094190715575028852 -0.056378778359709815 -0.1070923471572755 0.0026058914542559488 0.074651558535764648 -0.017493907299627229 -0.12005476464134156 -0.043914377580598345 0.043238424064309035 -0.059734578505172081 0.093763999293940761 0.030496996174632331 -0.0053922430293781428 0.043354010153962425 -0.056590175534197207 0.058273185665922392 -0.04076568801698538 0.073537398595983836 -0.047748738731992181 -0.050632958565273584 0.050240817543554375 -0.025727163418556839 -0.027765121829725854 0.053925079684788969 0.016421466654851495 -0.14126102334902968 9.8766320120483516e-05
leaf_weight=17.817670746657338 0.80843526031821866 3.4707053848833294 2.3809186803118791 1.4419687502086156 1.9479201737631227 0.77677357918584178 0.73116138204932102 1.3716839924454678 1.8428086505737149 0.84890220946817851 0.41836279630661011 2.8385044690221539 1.8903681644478627 1.4628451829776157 2.9145604957957394 6.252953625458753 2.0632881363853803 0.81901364129800036 1.0191502813249833 1.3656644355505694 1.767213325947522 1.4131368744565396 1.1680965805426229 1.3771679550409306 3.7378470087423912 2.9178343797684647 1.428666462190449 2.5601789953070693 0.57128282684789156 98.736507896604508
leaf_count=380 16 32 36 9 36 9 7 6 32 51 28 19 41 15 53 172 14 379 4 21 16 15 21 11 27 38 9 23 25 2489
internal_value=0.00113206 0.00316006 0.0237728 0.000372645 -0.0283901 0.00203043 -0.00674808 -0.0025111 -0.00813485 -0.0498392 -0.0564658 0.00724332 0.00424384 0.00800298 -0.00117495 -0.0081605 0.00391784 -0.00198185 0.00186757 0.00107744 0.00317207 -0.00170176 0.000998176 0.00362805 0.000649995 -0.00355589 0.00563989 0.0393188 -0.100109 -0.000306591
internal_weight=170.162 70.6166 8.4118 62.2048 3.38989 58.815 21.9132 20.1923 18.8207 2.69171 1.72081 36.9018 34.0633 32.1729 16.129 13.2144 30.7101 12.4376 11.6186 28.6468 27.2811 25.5139 24.1008 22.9327 21.5555 10.5995 7.68162 6.03088 0.989646 99.5449
internal_count=4034 1529 91 1438 45 1393 813 753 747 83 60 580 561 520 664 611 505 602 223 491 470 454 439 418 407 219 181 55 53 2505
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 0 1 2 2 0 2 1 1 1 1 0 1 1 0 2 2 0 0 0 1 1 1 0 1
split_gain=0.0479751 0.464902 0.25422 0.156085 0.280377 0.438517 0.209063 0.947439 0.972215 1.20268 0.617476 0.713197 0.47132 0.736441 0.283268 1.16268 0.267278 0.187334 0.149179 0.35719 0.429618 0.335992 0.277118 0.475345 0.238586 0.20014 0.192167 0.162907 0.160586 0.859473
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 0.47943175355000006 0.34488488370000009 41.092444989200011 0.48244064550000004 0.34518427590000006 40.413896136950008 41.319407281650008 0.48119816770000007 42.198888176300009 0.3453339720000001 0.34545372890000009 0.34566330350000002 0.34575312120000007 0.48271009850000007 0.34614233110000009 0.35862698720000002 0.48447651265000008 41.319407281650008 39.861052345600008 0.49787431515000008 0.49830843385000007 0.49880243110000005 0.36491422415000008 0.36533337325000009 0.34656148020000005 0.50339810185000011 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 -6 -9 -10 11 -11 -8 -14 -15 -16 17 -17 19 -18 21 -21 -20 -24 -25 -26 -27 -23 -28 -30
right_child=2 -3 3 4 6 -7 12 8 9 10 -12 -13 13 14 15 16 18 -19 22 20 -22 27 23 24 25 26 28 -29 29 -31
leaf_value=0.0009569727093318367 0.033574095071061114 -0.043235553661838316 -0.030380048850983693 0.042104852593136462 -0.060040912853014584 -0.0055162379001918284 0.03585224944819395 -0.054142887836645059 0.058053451173152429 0.053654096260463892 -0.041608518832585616 -0.014841836774340717 -0.10280070964658046 0.033897830204292732 -0.10204879734414095 0.10030551009495746 -0.016009648232056795 0.013743249477339898 -0.044623214968193992 0.0083586224611015957 0.0074614576726415808 0.045495852973136137 0.095986602826153622 -0.064073031367388275 -0.030612900000375937 0.036416477082570377 -0.021380874242649783 0.1024657916558154 0.060189107101856168 -0.00084268987585555419
leaf_weight=32.965924866384739 2.4867917811498037 2.5657478477805844 1.5370345022529353 4.1814378425478926 3.0634301342070129 3.5972179304808378 4.0254618041217318 2.7218645744214909 3.9294815946086592 2.4317322447895986 3.4332738444209099 4.0549807008355856 0.67954158037900825 2.6521569825708857 1.0873532444238652 0.45912228524684795 4.067282851785424 0.54892179369926453 1.3972507595844934 1.2311193747445934 9.7443119641393405 0.97905240952968631 0.51586022798437525 0.58275160938501258 2.053577429149299 1.504113882780074 3.2598491834141887 1.0299802883528171 2.3934093266725531 64.197053854580361
leaf_count=999 15 31 27 21 23 28 31 21 22 11 23 44 14 20 16 50 23 2 48 25 71 14 8 12 17 9 51 28 30 2300
internal_value=0.00103226 -0.00223418 0.0018994 0.00129975 0.00167483 0.0200826 0.000501573 -0.00895072 0.000493983 0.0112319 -0.00731497 0.0108358 0.00231386 0.000941595 0.00166314 0.000763713 0.00195347 0.0531688 0.00139807 0.00985014 0.0179505 0.0494949 -0.000500682 0.000326764 -0.000340172 0.000165774 0.00105158 0.0747029 0.000290057 0.00135093
internal_weight=169.377 35.5317 133.845 131.359 129.822 7.77866 122.043 19.6348 16.5713 13.8495 9.91999 6.48671 102.408 98.3827 97.7032 95.051 93.9637 1.00804 92.9556 17.0517 12.9845 3.24015 75.9039 74.5066 73.9908 73.408 71.3544 2.00903 69.8503 66.5905
internal_count=4034 1030 3004 2989 2962 49 2913 144 121 100 78 55 2769 2738 2724 2704 2688 52 2636 161 138 67 2475 2427 2419 2407 2390 42 2381 2330
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 0 2 2 0 1 2 0 1 0 1 0 1 2 0 1 1 0 0 2 1 2 2 0 1
split_gain=0.173105 0.138475 0.202545 0.118873 0.75499 1.21726 0.272479 0.535457 0.524639 0.401025 0.270003 0.222094 0.598788 0.566829 0.356546 0.22278 0.18221 1.08377 0.221519 0.87338 0.698376 0.810877 0.653413 0.254288 1.04597 0.436092 0.409821 1.15602 1.1256 0.556907
threshold=0.57537199485000012 0.44521122120000006 42.402981339000007 0.35862698720000002 0.49336846205000007 41.975471476700008 0.49787431515000008 36.364346611650006 39.337369931850013 0.47817430615000006 0.36042334060000009 36.010074051050005 0.50008981770000005 0.36491422415000008 0.51191581090000016 0.39476362980000007 0.48637765340000011 0.34587287805000005 41.319407281650008 0.48351845755000006 0.34587287805000005 0.34527409360000011 0.48447651265000008 0.48244064550000004 42.141702038450013 0.34503457980000002 42.141702038450013 42.686561923500008 0.47754558250000007 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=3 -2 -3 4 16 -6 7 -5 -9 10 -10 12 -8 -13 -14 -16 18 -18 22 23 21 -21 -1 26 -25 -26 29 28 -28 -20
right_child=1 2 -4 6 5 -7 11 8 9 -11 -12 13 14 -15 15 -17 17 -19 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00015190009555702457 0.00036465904722886012 -0.0019883788858812454 -0.00010134344065717593 -0.0024623003576336776 0.0020526902726101396 0.0001393633942043355 0.0014890931056314978 0.0010937580389425673 -0.0019787068608457148 -0.0021070638476245562 0.001111753514620076 -0.0010479166671633982 -0.00058056196360065343 9.3115034837704734e-05 0.00075795204560318355 -0.00016893076845462388 0.0011544528220880767 -0.0001347066963110371 0.0010600905565104175 -0.00034724588340864478 9.3047190972807818e-05 -0.0024990821961345874 0.0011245429790318351 -0.00030744846281739871 0.00047158432614160362 0.0020528733014806223 -0.00010929029896710848 6.8166975995442055e-05 -0.0023814455707019352 0.00011820382420787511
leaf_weight=38.838990769074371 0.40171158213888591 0.42876120199389334 0.44633470881217363 0.46410617733272319 2.1181344036012879 3.2246088162064552 1.5874354541301716 0.80311460814118607 0.15135113909491316 0.58401417812456202 0.38557885854243068 1.7134900367818762 1.8545487923547623 72.350917483359808 2.9337808163836598 1.510176527284784 4.2133502736687642 6.1913408394902945 2.8961387764356941 1.3354364037513726 2.0199870057404041 1.3578736893832681 2.8503483682870856 2.984291583299636 1.1784266307950022 1.5557428002357481 1.7695354757670458 17.771560226712609 1.5927121089771388 14.482080149231477
leaf_count=515 49 560 324 14 41 32 14 10 53 41 46 18 17 1359 30 56 35 42 54 14 10 27 22 13 4 54 59 370 45 106
internal_value=0.00013116 -0.000588409 -0.00102591 0.000135978 0.000179565 0.000897903 8.09992e-05 -0.000571871 -0.000115876 -0.000982534 0.000240607 0.000100025 0.00041285 6.67171e-05 0.0001416 0.000442972 0.00014158 0.000387335 0.000113367 2.39016e-05 -0.00077848 -0.00143213 0.000218401 0.000109405 0.00049523 0.00137134 5.21159e-05 -0.000131302 -0.00118562 0.000275172
internal_weight=191.996 1.27681 0.875096 190.719 106.381 5.34274 84.3385 2.38816 1.92406 1.12094 0.53693 81.9503 7.88594 74.0644 6.29851 4.44396 101.038 10.4047 90.6331 48.9438 4.7133 2.69331 41.6893 44.2305 5.71846 2.73417 38.512 21.1338 3.36225 17.3782
internal_count=4034 933 884 3101 1443 73 1658 164 150 140 99 1494 117 1377 103 86 1370 77 1293 756 51 41 537 705 71 58 634 474 104 160
is_linear=0
shrinkage=0.00196078


Tree=898
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 0 2 1 0 0 1 0 2 0 1 0 0 1 0 2 2 2 2 2 2 2 0 0 0
split_gain=0.0492355 0.340055 0.435343 0.268101 0.302116 0.240848 1.00161 0.64719 0.440705 0.429205 0.368769 0.394574 0.473274 0.31551 0.255438 0.628777 0.886604 0.878792 0.757879 0.902386 0.534087 0.485115 0.322142 0.270884 0.738269 0.492203 0.23632 0.230501 0.561067 0.242797
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.48386275860000011 0.54228915300000013 0.54386096225000014 40.040005255000004 0.42039160505000012 0.5398790455000001 0.53928026105000015 0.39072183470000005 0.52770875125000016 39.110279783550006 0.48271009850000007 0.34524415440000006 0.47997065955000012 0.47883296910000012 0.34479506600000004 0.47817430615000006 39.861052345600008 39.577821550850011 38.969453495950006 39.420767558750008 38.748048509250005 37.784765830350004 40.467253020850002 0.52925062125000011 0.53833717555000005 0.53544804050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 26 5 -5 8 -7 -8 9 10 11 14 13 -13 15 18 17 21 19 22 23 -17 -1 24 25 -16 -3 -14 29 -29
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 -12 12 27 -15 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0054462446753395059 -0.00037657343923088869 0.054120526677942565 -0.013811945724712317 0.0081506025786193172 -0.052430405311043586 -0.1263570925304198 0.0024749019084132455 -0.13421849526180538 0.061852782034006064 -0.054344137510991819 0.04917412885153255 -0.13304008173041318 0.022115329122588134 -0.007728927213001037 0.010159588426924084 0.010599895122668351 -0.089277326257170081 0.044018280357312992 0.058031457937470221 -0.070845837346887444 0.049948430257728771 -0.13471410633142156 0.041657560895693405 -0.019490262629073461 0.054907276461094813 -0.041325876562212656 0.013587403346047576 -0.10770477000652955 0.020765482528036106 -0.031502452979767885
leaf_weight=3.8624996975704544 99.355482539804143 3.3611314728914277 2.3945740157505497 1.4240027125924819 1.9510742366255724 0.7141560772433867 8.3704489499693828 0.36131837268112654 1.3242243362474244 1.2547234464436758 1.8101515248417843 0.57058104382031061 1.5795002663508055 0.31013644760241732 11.7994662472047 0.38719367355724843 1.7954046111553905 1.7286786139011381 2.4906305609556512 1.6562165692448614 3.3818199210800222 0.56493181300174911 2.3263687068247236 3.2371322163380674 3.2582002291455856 2.203615855658426 2.5144723550183699 0.71920458553358935 1.4693368896842001 0.99879911541938782
leaf_count=172 2505 32 36 9 36 11 593 23 13 11 8 48 22 28 122 42 14 8 41 12 35 8 24 35 30 37 23 42 7 7
internal_value=0.00105352 0.00308858 0.0221274 0.000530413 -0.0268702 0.00212009 -0.0124941 -0.00318144 0.00495301 0.00336354 0.0049325 0.00312635 -0.0215652 -0.0889129 0.00673037 -0.00358643 -0.0348946 0.00152693 0.00997257 -0.00528501 0.0131294 -0.0756204 0.0122599 0.00705507 0.0120333 0.0020575 0.0367743 -0.00912213 -0.024602 -0.0634029
internal_weight=169.175 69.82 8.27018 61.5498 3.37508 58.1747 9.44592 8.73177 48.7288 47.4046 46.1499 44.3397 5.64756 0.880717 38.6922 14.8119 4.47621 2.6808 10.3357 7.84508 23.8802 0.952125 6.18887 20.4984 17.2613 14.0031 5.8756 4.76684 3.18734 1.718
internal_count=4034 1529 91 1438 45 1393 627 616 766 753 742 734 154 76 580 321 72 58 249 208 259 50 196 224 189 159 55 78 56 49
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 1 0 1 2 1 2 1 1 0 1 0 0 1 2 2 0 2 2 2 2 1 2 2 0
split_gain=0.212119 0.214904 0.472857 0.3631 0.709598 0.41413 0.234795 1.50556 0.477247 0.763693 0.446713 0.415696 0.269786 0.780502 0.684569 0.384666 0.60444 0.815341 0.536072 0.464915 0.79533 0.45818 0.373178 1.68372 0.367282 0.355083 0.532765 1.02979 1.04676 0.310077
threshold=0.57619532350000013 0.47721625100000004 0.47754558250000007 0.34551360740000009 42.686561923500008 42.719328117250008 0.34512439750000007 0.47943175355000006 0.34527409360000011 41.50623664750001 0.34488488370000009 41.092444989200011 0.37078231190000005 0.36945001650000003 0.51401155655000019 0.36533337325000009 0.48537468940000006 0.48351845755000006 0.34587287805000005 43.157831852650006 42.558389508100007 0.48386275860000011 39.525197829750006 40.159267750750011 37.784765830350004 39.952536079750011 0.37286308795000006 40.040005255000004 47.927946529500012 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -4 9 -8 11 -9 13 15 24 16 17 22 -18 20 -20 -19 -10 -24 -14 -26 -27 -28 -29 -25
right_child=-2 2 6 4 5 -7 8 10 12 -11 -12 -13 14 -15 -16 -17 18 21 19 -21 -22 -23 23 29 25 26 27 28 -30 -31
leaf_value=3.5162132101378108e-05 -0.00070880364579915648 0.00085833059074849616 -0.00089403435838860247 -0.0022099067704643314 0.0020783477734276322 -0.00065765046618865091 0.001327366117824156 0.00096910485991803449 0.00097584014829222307 9.8068429721205312e-05 -0.00018935716286410805 0.00011225935608278789 0.00013613267191844562 0.0012504129401304722 0.00011707215017089558 -0.00037358382777300685 0.0012582187783616748 -0.00010035766589649387 0.00041700108794403288 0.00113764129122161 -0.00086177931002563322 -0.0015215620892557933 -0.0015979585479862063 0.0004135490697015827 -0.0025783184203649954 0.00086735116337455481 0.0018731185328878257 -0.0026181659952452712 0.0010539476315076109 -6.8165441212512479e-06
leaf_weight=23.59953833227701 1.1411489001368398 3.6926557701081029 5.7524963761679855 0.82823312603795674 0.32275703549385071 0.62376114918879466 3.5022932775318614 4.6308036595582944 2.1041033901274195 4.3639335818588734 4.5859322510659686 4.1079288274049759 1.5291198622580839 2.8167365416884413 68.245757381189833 4.259268340189009 3.0382537171244648 1.7216385006904595 14.047456438187515 2.6157983727753154 2.1570096202194682 1.7674932302907107 2.0408606529235866 16.967817576136444 0.48454294558177968 0.60419387219008092 0.34585857950151 1.3850338973297764 0.38042765382124333 11.199299437925218
leaf_count=699 920 30 42 76 2 105 19 21 17 31 24 28 21 30 1288 40 25 16 142 22 18 25 12 156 21 9 2 84 9 100
internal_value=0.000134091 0.000139056 0.000164411 -2.91604e-05 -0.000884481 0.000275309 0.000148849 -5.56907e-05 0.000175653 0.000645391 0.000306237 0.000566316 0.000148821 0.000240965 6.70795e-05 0.000195045 0.000237049 8.0182e-05 0.000493975 0.000370599 0.00024678 -0.000820299 0.000177418 0.000121805 -0.000654355 -0.00103208 -0.000756179 -0.00122078 -0.00182689 0.000246411
internal_weight=194.862 193.721 168.347 25.3743 1.77475 0.946518 164.654 19.0772 145.577 7.86623 13.3247 8.73873 137.711 64.7357 72.9749 61.919 57.6597 35.8012 21.8585 18.8203 16.2045 3.48913 32.3121 30.208 4.72918 3.20006 2.71551 2.11132 1.76546 28.1671
internal_count=4034 3114 2232 882 183 107 2202 115 2087 50 73 49 2037 603 1434 573 533 326 207 182 160 41 285 268 146 125 104 95 93 256
is_linear=0
shrinkage=0.00196078


Tree=900
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 0 1 2 2 1 1 2 2 1 0 0 1 2 1 2 2 0 2 0 0 0 1 0 1 1
split_gain=0.0464413 0.380163 0.183101 0.28891 0.490635 0.29075 0.279163 0.257782 0.242924 0.173894 0.771898 0.355767 0.429718 0.108483 0.392796 0.370503 0.237472 0.227216 0.158219 0.228404 0.0988916 1.45038 0.333974 1.09134 0.244457 0.777102 0.515366 0.451835 0.234414 0.750903
threshold=0.47883296910000012 0.4784437592000001 0.47976108500000009 0.48068920095000006 0.34467530910000005 0.48098859315000003 0.34503457980000002 42.198888176300009 40.664404858950007 0.34542378970000004 0.34545372890000009 41.50623664750001 42.779078631750004 0.34536391125000004 0.47700667645000011 0.4778150355000001 0.34524415440000006 42.456897412850005 0.34551360740000009 44.756878345700009 42.899217095850013 0.48637765340000011 42.660927378600007 0.48351845755000006 0.48447651265000008 0.48797940185000005 0.3459626957000001 0.48200652675000005 0.34739977845000009 0.35374689380000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 6 8 -5 -6 -2 -8 -4 11 -11 -7 -13 16 18 17 -1 -16 -15 -20 22 -22 24 -24 26 -26 27 -12 -27 -30
right_child=2 -3 3 4 5 9 7 -9 -10 10 20 12 -14 14 15 -17 -18 -19 19 -21 21 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=0.0011048056475235523 0.04246413262904792 -0.03949106758075302 0.0018811015846790691 0.050696073040796985 0.033632873257781484 0.0072680060535352756 0.019992323438585959 -0.024251773761339659 -0.040224478365967958 0.10200435935906574 0.02707647305260585 -0.056235151425280239 0.0026105527875986577 -8.9916747528451843e-05 0.074253886401049046 -0.01420740923619055 -0.030678385220686291 0.018125179165654197 -0.1059714943429436 0.01262463141728015 -0.13081781826230096 0.0019159101056776416 0.11080441582728376 -0.012148748877683207 0.050147627087763796 -0.027737971023241118 -0.046228175227098878 -0.019166188084299863 0.047704407404581262 -0.00041359651597055097
leaf_weight=24.66554750918613 2.7340208217501623 2.5313823265023521 2.4826438687741748 2.0338971558958283 2.6934624239802352 4.7688976489007455 3.5376119930297136 2.0977518339641392 3.0579796070232987 0.75993764400482078 3.6537710577249509 2.871552512049675 2.1853582262992859 0.80372332246042677 1.592089328914881 1.3720091376453636 2.5984666460781218 1.3185133077204225 0.46699215120042936 0.2489670692011714 0.88599655404686828 11.619803756435202 1.1621718648821109 1.9056134812708476 3.3356313835829488 2.770715717226266 3.2757856845346387 5.0106066539883614 3.4081364951562128 66.998807239821019
leaf_count=703 14 31 19 12 16 31 36 24 28 19 16 30 14 15 11 26 39 35 115 55 18 847 52 46 29 18 21 35 43 1636
internal_value=0.00106738 -0.00214131 0.00192458 0.000964932 0.00200131 0.00115703 0.0162436 0.00352256 -0.0213578 0.000393826 0.00158659 -0.0123264 -0.0308048 0.00071799 0.013134 0.0286331 -0.00192437 0.0488274 -0.0305439 -0.064731 0.000853022 -0.00748786 0.00199275 0.0344297 0.000867756 0.00294449 -0.0124401 0.000334358 0.000792846 0.00191562
internal_weight=168.848 35.5977 133.25 124.881 119.34 117.306 8.36938 5.63536 5.54062 114.613 104.787 9.82581 5.05691 33.0663 5.80229 4.28261 27.264 2.9106 1.51968 0.715959 104.027 12.5058 91.5212 3.06779 88.4535 76.5133 11.9402 8.66438 73.1777 70.4069
internal_count=4034 1030 3004 2930 2883 2871 74 60 47 2855 2780 75 44 999 257 72 742 46 185 170 2761 865 1896 98 1798 1726 72 51 1697 1679
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 0 0 0 1 2 0 0 2 0 0 1 1 0 1 1 2 1 1 2 2 0 1 1
split_gain=0.048566 0.446122 1.69373 0.42482 0.399651 1.03273 0.981932 0.695006 0.498751 0.357296 0.349809 0.429517 0.28183 1.29048 0.233718 0.219368 0.206779 0.190752 0.161233 0.254688 0.483322 0.572484 0.31192 0.571781 0.544892 0.471933 0.528358 0.126278 0.256736 0.233414
threshold=0.34515433670000012 0.4815274992000001 0.48028502140000007 0.47604862130000009 0.34494476210000008 0.4778150355000001 41.385032804600009 0.47769527860000011 0.47961138885000004 0.47817430615000006 0.34527409360000011 41.32819714970001 0.47736594710000008 0.4764977096500001 44.756878345700009 0.47464147780000004 0.48306936920000004 0.34440585610000002 0.3453339720000001 0.47961138885000004 0.34542378970000004 0.34545372890000009 40.984321400500008 0.34545372890000009 0.34566330350000002 42.141702038450013 43.426640904350009 0.48244064550000004 0.34584293880000011 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 8 6 7 -6 9 12 11 -5 13 15 -2 17 -3 -1 -12 22 -21 -22 -20 -24 -25 -26 -27 28 -23 -29
right_child=3 16 -4 10 5 -7 -8 -9 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 19 20 21 27 23 24 25 26 -28 29 -30 -31
leaf_value=0.002178974005371715 -0.10460083788157599 0.037231414925062899 -0.14871759910296931 0.053370456932513716 -0.14381196586201994 -0.10579537861241267 0.045820217061678943 0.011379447371941659 0.050261820799142432 -0.0353683128723997 -0.024227368119599805 0.0042787962990533382 0.027950890561142635 -0.13194889104412863 0.011375531162820361 0.051012670608541415 0.0033167278420292825 -0.059886633196925811 -0.011608286581279057 -0.043182293879972806 0.089208312821353677 0.0033387063165683413 0.059753402508363286 -0.051322813856225835 0.070183020208325814 -0.060420775071341096 0.03775614215778067 0.031167501570732822 -0.028888031898509772 0.00081260465697211449
leaf_weight=12.931399622410037 0.57671852589009986 3.5303731746971598 0.82937325537204643 2.9053905308246604 0.61964975735963823 1.308857870288193 1.8504593688994644 0.54009301960468292 1.9227864556014527 2.9272334370762101 2.4753430866403496 4.610298243816942 3.4631707761436692 0.74559660698287267 0.24869035184383392 0.89197298056387886 3.6630926225334406 0.51490046905837594 2.9764070380479088 2.5202868077903977 0.73273468390107055 5.9347305018454772 3.1226444250205514 1.2717356250504961 1.4033615849912169 0.94936418923316557 1.2971197819570077 2.60298242047429 4.2368176740928902 94.489791360917366
leaf_count=488 132 17 7 18 60 17 17 2 8 25 36 39 17 20 55 22 29 31 23 25 20 37 21 22 24 35 31 20 32 2704
internal_value=0.000975842 -0.00229522 -0.00790385 0.00185911 -0.00369016 -0.0316388 0.000605062 -0.0715392 0.00146911 -0.00289974 0.00230791 0.0232565 0.0022247 -0.00368189 -0.0696579 0.00298805 0.0199612 -0.00019771 0.00103835 0.00155293 0.000107373 0.00111761 0.0160493 0.0262828 0.00504635 0.0246874 -0.00373343 0.00051585 -0.0100849 0.0016264
internal_weight=168.093 35.739 28.5455 132.354 27.7161 4.31906 3.0102 1.15974 23.3971 21.4743 131.529 7.51569 18.547 15.0839 0.825409 14.3383 7.19347 13.4463 124.013 121.538 110.517 107.997 11.0206 8.04423 4.92158 3.64985 2.24648 107.264 10.1715 97.0928
internal_count=4034 760 714 3274 707 96 79 62 611 603 3087 57 578 561 187 541 46 519 3030 2994 2838 2813 156 133 112 90 66 2793 69 2724
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 0 2 0 0 0 0 0 2 0 0 1 2 2 2 0 0 0 2 2 2 2 2 0 1
split_gain=0.194693 0.308065 0.420517 0.869681 0.30802 0.438569 0.343071 0.298096 0.456958 0.584878 0.514324 0.349855 0.634723 0.668037 0.622269 1.11664 0.486436 0.560842 0.573685 0.480637 0.698875 0.445479 0.435658 0.429595 0.884414 0.858474 0.410195 0.903653 0.405879 0.344395
threshold=0.45280081435000008 0.56065686655000013 0.46280051495000007 0.4662734648500001 0.44805544745000009 0.43837010870000009 0.57537199485000012 42.094663496250007 0.54386096225000014 0.54300769440000007 0.55609113500000007 0.47997065955000012 0.4778150355000001 42.753078181500008 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 43.752965619700007 0.48386275860000011 0.48244064550000004 0.47769527860000011 47.927946529500012 42.719328117250008 42.67709657435001 42.558389508100007 43.157831852650006 0.37331217625000007 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 7 -7 -1 9 11 -10 12 22 -14 16 -16 19 -18 -19 20 21 -13 23 24 25 -9 -22 -28 -26 -23
right_child=1 2 3 -5 -6 6 -8 8 10 -11 -12 14 13 -15 15 -17 17 18 -20 -21 26 29 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.00019668730117440868 -0.0022096688577611235 -0.00068274523419449258 0.0014675814318312404 -0.0013316370953249399 0.00055302879276745325 -0.0016360865276551814 0.00042635203852891147 -0.00039007338316938061 -0.0021311064326004609 0.0015675761504794442 -0.00019460526048592421 0.00016947077353880388 -0.002403732800508191 -0.00041690171873068479 -0.0023045640940914289 -4.6299008303698947e-05 0.001853398488879237 0.0020220983892852823 -0.0025027042939220999 0.00092246712161775694 0.00025906014770402146 0.00046047233417006897 0.0015101506680541491 0.00021331840052057262 0.00059981404642703534 0.001996976032105757 -0.001170073577878999 0.00030319577978264029 -0.0014893751827993445 0.0017141208205715629
leaf_weight=128.046148790183 0.29077423105627431 2.3442533773686591 1.3041291777335571 0.63425762228189331 7.1143227675493099 0.93929031195875612 0.46290172825865739 1.973939105992031 0.7716258868167637 0.97237157076597114 1.6653441053640561 5.5821608388796573 0.90720151597633902 2.3006122792139649 0.97571589310064055 6.1346634289657231 1.441567296424181 0.18162439996376623 0.26478401538588514 3.2378450877731657 3.99711164832115 1.7268210276961329 0.68663077801466066 7.7327693291008472 0.41245111636817489 0.81982204318046559 3.7329761795699596 2.8021978754550219 2.6844490289659007 1.6451187040656803
leaf_count=1651 19 178 24 752 75 60 52 65 47 6 68 37 37 31 165 70 12 2 87 51 30 7 5 54 11 4 43 20 316 55
internal_value=0.000143117 -0.000256641 -0.000124039 0.000551652 0.00015278 0.000137143 -0.000955219 0.000145619 2.142e-05 6.16628e-05 -0.000807766 3.19249e-05 -0.000190486 -0.000978797 0.000154745 -0.000356188 0.000302352 0.00125869 -0.000661757 0.000222897 0.000106656 0.000509387 -1.37746e-05 -9.05816e-05 -0.000489516 0.0003104 -0.000235728 -0.000538355 -0.00121113 0.00107211
internal_weight=193.786 4.57341 4.28264 1.93839 189.212 182.098 1.40219 180.696 52.6498 50.2128 2.43697 49.2405 17.5179 3.20781 31.7226 7.11038 24.6122 1.88798 0.446408 22.7242 19.4864 8.9541 14.3101 13.6234 5.89066 2.79376 10.5323 6.53517 3.0969 3.37194
internal_count=4034 973 954 776 3061 2986 112 2874 1223 1108 115 1102 523 68 579 235 344 101 89 243 192 99 455 450 396 69 93 63 327 62
is_linear=0
shrinkage=0.00196078


Tree=903
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 2 2 0 0 0 2 1 2 2 2 0 0 2 2 1 2 2 0 0 2 2 1 1 1 1
split_gain=0.204269 0.404641 0.835083 0.835292 0.449177 0.467565 0.803713 0.456436 0.409548 1.1468 0.400838 0.391424 0.615119 0.500871 0.451894 0.774651 0.962506 0.801631 0.820663 1.52568 0.471584 1.25773 0.390062 0.433023 0.361318 0.330816 0.26151 0.382549 0.550946 0.243393
threshold=42.094663496250007 0.47997065955000012 0.4778150355000001 42.753078181500008 0.47769527860000011 47.927946529500012 42.719328117250008 0.46989611090000011 0.52507409960000018 0.53158588065000012 42.066503896600004 0.37977904855000005 43.308802343500005 43.525909308350002 43.752965619700007 0.48351845755000006 0.4871261339500001 43.182896969600009 42.824128352900011 0.34566330350000002 43.120094701700005 42.558389508100007 0.45798030000000006 0.37331217625000007 48.96897326980001 42.536568606950006 0.39162001140000008 0.39193437325000008 0.39670967935000007 0.39542229275000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 5 6 -2 22 11 -10 29 14 -13 -14 15 17 -17 18 19 -3 21 -18 23 -8 -7 -21 -11 -28 -29 -1
right_child=1 8 3 -5 -6 24 7 -9 9 26 -12 12 13 -15 -16 16 20 -19 -20 25 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00020462182916716767 0.00030017432211892745 -0.0012043499101434998 -0.0025057139497536591 -0.00043161810095372551 0.0015503596972618495 0.00062288786167854365 0.00025801805017926758 -0.0020755101693380996 -0.0022284418340642828 -0.00118931252643436 0.0011827857984786742 0.0017663552004553522 0.0019766250752964718 -0.0023605791383049992 0.00085128817246296227 -0.0013488891492225014 0.00041548457823025261 -0.00054135597589403917 0.0016760761669558039 0.00030840934668467505 0.00066696637300346889 -0.0014353226039479628 0.00081716580799473288 -0.0020237332371081584 -0.00022142638444643857 0.0018933664647770429 0.0015130814804846467 -0.0021214246215718723 8.3481266267920238e-05 1.5658374149192708e-05
leaf_weight=100.35346985554315 2.5928055199474329 1.5624649776145907 1.0877131903544062 2.3798585711047053 0.67617192864418108 4.1394664272665977 0.52441960852593206 1.2803955676208714 0.9367239845196299 0.65584522159770031 1.4755302997218667 1.4436362805718079 0.15677887224592257 0.29496497619584261 3.6434793936787164 2.3535754866898051 3.8397355433553439 1.9957001060247419 2.8245938271284103 0.7870678082108501 3.1815685704350471 2.2323509622365236 0.55784713488537807 0.81939852362120291 3.6820241305977106 1.4193259631283579 0.67810647469013829 0.45317691098898549 11.298138364822078 35.469335292168125
leaf_count=1205 69 12 37 31 5 20 11 106 172 14 15 13 2 89 51 26 28 9 16 4 19 24 15 195 34 54 5 31 614 1108
internal_value=0.000125228 2.71098e-05 -0.000219137 -0.00108222 -9.44649e-06 -8.70185e-05 -0.000510187 -0.00117049 0.000136988 -0.000132621 0.000166318 0.000283886 0.0011415 -0.000855341 0.000215701 0.00010104 -0.000229297 0.000547451 0.00087701 0.000278145 5.54599e-05 -0.000264949 -0.00056113 -0.00113329 0.000225421 0.00132798 1.7411e-05 8.10844e-05 -1.54857e-06 0.000155275
internal_weight=194.796 57.4973 17.7401 3.46757 14.2725 13.5964 5.77487 3.18206 39.7572 14.022 137.298 25.7352 1.89538 0.451744 23.8399 20.1964 11.6072 8.58915 6.59345 3.76886 9.25366 6.07209 1.90167 1.34382 7.82149 2.20639 13.0853 12.4294 11.7513 135.823
internal_count=4034 1706 523 68 455 450 396 327 1183 836 2328 347 104 91 243 192 97 95 86 70 71 52 221 206 54 58 664 650 645 2313
is_linear=0
shrinkage=0.00196078


Tree=904
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 0 0 2 2 1 1 2 2 1 1 0 0 2 2 1 0 0 0 1 1 0 1 0 0 2
split_gain=0.346886 0.160518 0.346587 0.58368 0.483839 0.423719 1.09833 0.407659 1.05388 0.370245 0.549918 0.836298 0.474559 0.533305 0.473769 0.512508 0.57168 0.31091 0.999127 0.234177 0.451852 0.642181 0.383526 0.353146 0.23938 0.366333 0.227957 0.660323 0.225873 0.631223
threshold=0.57619532350000013 42.094663496250007 0.47997065955000012 42.686561923500008 0.47754558250000007 0.52507409960000018 0.53158588065000012 42.779078631750004 43.426640904350009 0.37977904855000005 0.38780276035000005 42.434124620650003 43.752965619700007 0.34515433670000012 0.3453938505000001 0.48351845755000006 0.48119816770000007 43.631818398850008 44.262924377150007 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.55609113500000007 0.40099098830000007 0.45107930900000009 0.5696985120000001 0.34542378970000004 0.47464147780000004 0.48797940185000005 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 26 9 -7 -5 -9 12 -11 -12 13 -4 -15 16 -16 -10 -19 20 21 23 -22 -8 -21 -26 27 -3 -17 -30
right_child=-2 2 5 7 -6 6 19 8 17 10 11 -13 -14 14 15 28 -18 18 -20 24 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00020515825573504712 -0.00090187115135748964 0.00084877496322009857 0.00096358994289708511 0.00083646871569851363 -0.0021238754134948854 -0.0022262912189566992 -0.00089496004147037865 -0.0020949871429688047 0.0010740189999631619 0.002026251280730861 0.0018343712101223202 -0.0024080400382090971 0.00096727099504436808 -0.00080615740574150523 2.1982391142044569e-05 -0.00059232347587774288 0.0014584971870013907 -0.0022387543330249899 0.0001128719749377467 0.0010055979991289655 -0.0021207948409917095 0.0011625692350493593 -0.00036211532855540303 0.00018799084415113028 -0.0020721131388280589 0.00055863611375285528 0.00052400758195951178 -0.0021802102467420475 -0.00036934503586294243 0.00079462898328424116
leaf_weight=138.10059980241567 1.1685999080259524 0.4736781627361808 2.6798523366451361 1.9593541859940149 0.93858507368713606 0.87230873175758361 1.7827074597589652 0.96347741759382088 1.0206157468783192 1.1381148002110411 0.37883897125720967 0.33806658277717361 3.1977091789594843 2.2947009131312397 2.1813439559191456 2.5472412444651109 2.0814155023545027 0.75023132280330074 9.369760773755841 1.7079876065254205 0.63359131111064959 1.8309779241681097 1.9257447738127664 3.3021081551269162 0.28718782053329039 0.69841349869966507 0.66512355406302948 0.66543280612677336 4.6088597904890776 2.9300085660070181
leaf_count=1773 920 31 10 20 38 172 31 120 30 10 3 91 51 18 21 28 57 61 189 8 47 13 88 37 71 4 13 21 40 18
internal_value=0.000163191 0.000169663 7.92608e-05 -0.000154646 -0.000982072 0.000184322 -0.00010095 6.72852e-06 -0.000127586 0.00033694 0.00117894 -0.000166196 0.000267586 0.0001518 2.10904e-05 0.000153386 0.000723402 4.25615e-05 -6.14625e-05 5.14036e-05 -9.36247e-05 0.000166858 -0.000797495 -0.000191686 0.000561564 -0.00020792 -0.000388091 -0.000920663 -8.75244e-05 8.30377e-05
internal_weight=193.493 192.324 54.2234 16.8063 2.74282 37.4172 13.041 14.0634 12.1041 24.3762 1.85502 0.716906 22.5211 19.3234 16.6436 14.3489 4.26276 11.1406 10.12 12.1687 9.47513 6.91579 2.55934 5.08482 2.69359 0.985601 1.80423 1.13911 10.0861 7.53887
internal_count=4034 3114 1341 523 103 818 471 420 400 347 104 94 243 192 182 164 78 280 250 299 216 81 135 68 83 75 65 52 86 58
is_linear=0
shrinkage=0.00196078


Tree=905
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 0 1 2 0 2 2 2 0 0 2 0 0 2 2 1 1 2 0 1 1 2 1 0 0
split_gain=0.0479371 0.300958 0.381133 0.242445 0.238847 0.223345 0.35713 0.701511 2.1167 0.981975 0.346506 0.749094 0.5179 0.541402 0.355379 0.354387 1.15898 0.323629 0.297395 0.274727 0.264878 0.711355 0.247905 0.223284 0.220142 0.775952 0.293691 0.757972 0.207119 0.217863
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.47976108500000009 0.5231430197000001 0.5223196910500002 0.38906020780000011 39.051326806600009 0.52005927965000021 40.003678352300007 39.952536079750011 39.458743938000005 0.54136103710000005 0.5398790455000001 38.625745710700009 0.52366695610000014 0.56395018115000017 33.151194885250007 40.137820134150012 0.41804137600000008 0.44805544745000009 39.110279783550006 0.48386275860000011 0.38052752915000004 0.37413550490000008 39.685256516350002 0.34554354660000003 0.56065686655000013 0.57152480465000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 7 9 -9 19 11 12 15 -14 -12 16 -7 -18 -19 24 -17 -22 -23 -5 25 26 -1 -28 -16 -30
right_child=-2 2 -4 23 -6 10 -8 8 -10 -11 14 -13 13 -15 28 20 17 18 -20 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0048317459901799009 -0.00016954515391329926 0.014651088181792789 -0.012097558965783137 0.0054331343739354911 0.05528457848515405 -0.14441504425704232 0.041780881329419817 0.054599088827594039 -0.15842708607502262 0.090641559100570757 0.002884721763559292 0.07129033051063241 -0.018631130300559216 -0.11811520397109437 -0.13040774346203951 0.050214049878937565 0.0015598330426092261 0.077231926833084802 -0.10885597529830859 0.040159322543449776 -0.070845975668638025 0.0047745311769181731 0.065088026877960586 -0.046765410347830334 -0.037618722577820715 0.068925942485653049 -0.06516536529822714 0.010125152549757136 -0.10985775802321165 0.041526790598298613
leaf_weight=19.82640441718242 99.150875452494347 2.8642345042608195 2.418436743420898 1.3969359751790755 2.9227991797961295 0.6165627200389413 2.7521922476589671 0.90455608424599521 0.96302403847221285 1.3696974907070387 0.71933015342801698 1.3014214932918537 1.8167258349712931 0.78271369778576616 0.54420159943401814 1.8904798682779063 9.153882352271463 0.10473544531311141 0.47706261440407616 1.9734745840542007 0.94309134222567115 1.6629962042570698 1.1546569299534892 1.9824468034857998 1.3643148019909848 1.7013289220631111 2.2943628518842152 3.2049111974047264 0.19025914603844285 0.19000157338450663
leaf_count=399 2505 19 36 9 36 8 19 21 20 15 7 6 32 51 9 21 199 106 242 14 24 38 26 36 21 16 22 33 15 29
internal_value=0.00124189 0.00325587 0.021241 0.000847699 0.0351734 0.00236724 0.00714876 0.00431221 -0.0552486 0.00781737 -0.00569977 -0.00205559 -0.00718672 -0.0485866 -0.0498264 -0.000462138 -0.0114569 -0.00303663 -0.0753564 0.00408133 0.0196787 0.00432897 0.0294906 -0.0251881 0.00157355 0.00355197 -0.000839726 -0.021287 -0.0908413 -0.0342168
internal_weight=168.638 69.4872 8.20547 61.2818 5.78703 57.9024 36.3543 33.6021 1.86758 31.7345 21.5481 19.9043 18.6029 2.59944 1.64379 16.0035 10.3522 9.73568 0.581798 30.3648 5.65122 3.76074 2.81765 3.37938 28.3913 27.027 25.3257 5.49927 0.924462 0.380261
internal_count=4034 1529 91 1438 55 1393 580 561 41 520 813 753 747 83 60 664 555 547 348 505 109 88 64 45 491 470 454 55 53 44
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 1 0 0 0 0 2 1 0 2 0 0 2 2 2 2 1 2 2 2 2 2 0 0 0
split_gain=0.225208 0.180913 0.242009 0.473525 0.518176 0.369897 0.259956 0.330056 0.2387 0.942008 0.833628 0.279416 0.828266 0.371977 0.689656 1.22041 0.633597 0.564105 0.955358 0.497266 0.454525 0.431595 0.6044 0.3875 0.274271 0.802688 0.857058 0.733368 0.417212 0.358209
threshold=0.57619532350000013 42.094663496250007 0.44805544745000009 0.54386096225000014 0.54300769440000007 0.55609113500000007 0.45107930900000009 0.5696985120000001 0.52507409960000018 0.53158588065000012 0.52284362740000012 42.434124620650003 0.34521421515000011 0.48244064550000004 42.686561923500008 0.47754558250000007 0.48351845755000006 43.157831852650006 42.824128352900011 43.182896969600009 42.779078631750004 0.37078231190000005 43.308802343500005 47.927946529500012 47.927946529500012 42.824128352900011 43.047778594550003 0.48098859315000003 0.47769527860000011 0.46989611090000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -5 -4 -8 10 -10 11 12 -3 14 15 -13 19 18 -18 -15 -16 -19 -23 -24 25 -22 -27 28 29 -28
right_child=-2 2 6 5 -6 -7 7 -9 9 -11 -12 13 -14 16 20 -17 17 21 -20 -21 24 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00016194425565149714 -0.00075579644365065006 0.00084739281929315023 0.0010555154965909374 -0.002120519102518949 0.0015320201627865078 -0.00038185837708948003 -0.0020638770952037277 0.00050648391109550455 -0.0022362430297359201 -4.9019354533745677e-05 0.0017558406081892772 0.00019071755554469079 -0.00098119756179076436 0.0020641407173827807 0.00086080914900447752 -0.0024721547431135003 0.00048425997785324766 0.00089168255174024733 -0.0010718463396663118 0.00027263128713528534 -0.0027788022618786597 0.002192472305329892 -0.0022133130274289187 8.3202515652195159e-05 0.00021401481578323778 0.00080457008323831587 -0.00042213706102429494 -0.0027621488731350225 0.00014935167109893726 -0.0020751580476088076
leaf_weight=136.66365164723538 1.1247687216284692 1.3570193924315379 1.7242201713961542 0.64996107804472503 0.87712772935628791 1.7033405594156645 0.26841686304396706 0.67526715248823166 0.8686751984350839 5.8917397547047585 1.0945575704099599 1.4590954869054287 3.193616938253399 1.300770724192261 2.3209645008610122 1.210819501429796 3.0976467979489808 4.2827730448916554 2.9724045267794281 1.0989123806357382 0.47655473370104928 0.28578868508338917 0.53388682385229891 0.59988855617848458 7.1710872892290345 2.4615102648967859 1.4864312641184372 0.53704085201024998 2.8231870867311954 0.76258077827515069
leaf_count=1773 920 30 10 47 6 88 73 4 169 75 40 36 43 53 22 29 24 35 36 4 10 1 66 19 55 46 199 6 34 81
internal_value=0.000119002 0.000124184 2.71575e-05 -3.23833e-06 3.87238e-05 -0.000862061 0.00060271 -0.000224617 1.10246e-05 -0.000330065 6.79234e-05 2.107e-05 -0.000435904 8.0687e-05 -8.68171e-05 -0.00101691 0.000325456 0.000138274 -0.00027774 0.00124374 5.08411e-05 0.000581115 -0.000355858 -0.00099821 -6.87581e-05 -0.000306001 -0.000159989 -0.000583268 -0.00035257 -0.000982633
internal_weight=190.974 189.849 53.1853 50.5174 48.1641 2.3533 2.6679 0.943684 47.287 6.76041 40.5265 39.432 4.55064 34.8813 20.7093 2.66991 14.1721 11.7724 6.07005 2.39968 18.0394 5.70234 1.41956 1.13378 15.7184 8.5473 8.07075 5.60924 5.0722 2.24901
internal_count=4034 3114 1341 1254 1119 135 87 77 1113 244 869 829 73 756 518 65 238 181 60 57 453 121 86 85 431 376 366 320 314 280
is_linear=0
shrinkage=0.00196078


Tree=907
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 2 2 1 2 2 2 1 1 2 2 0 2 0 2 0 2 0 2 2 0 1 2 0
split_gain=0.252521 0.251544 0.711243 0.466035 0.491739 0.483019 0.400969 0.371023 0.414807 0.495175 0.714981 1.17493 0.363306 0.378335 0.587009 0.431687 0.308561 0.719835 0.546336 0.47131 0.431067 0.390115 0.416737 1.30893 0.36073 0.406566 0.318692 0.287219 0.36599 0.44329
threshold=0.57619532350000013 0.47883296910000012 0.4784437592000001 0.37078231190000005 0.51401155655000019 0.36945001650000003 43.89540535710001 37.784765830350004 39.952536079750011 0.37286308795000006 40.040005255000004 47.927946529500012 47.709122305950011 0.39162001140000008 0.39193437325000008 48.96897326980001 41.872294782850005 0.4778150355000001 42.434124620650003 0.47754558250000007 41.741384785950011 0.47769527860000011 42.719328117250008 0.46898296455000005 41.571132012400007 41.481306584950012 0.47808448850000007 0.36533337325000009 41.319407281650008 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 5 7 27 -6 -5 -9 -10 -11 -12 -8 -14 -15 -16 20 18 19 -18 24 22 -20 -24 25 26 -1 28 29 -3
right_child=-2 3 -4 4 6 -7 12 8 9 10 11 -13 13 14 15 -17 17 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.2597700518829881e-05 -0.00069683697228214265 0.00029320240835514365 -0.00093752773484908909 0.00026571511511232324 0.00015363369818418427 0.0011431049576718516 -0.002048884867210536 -0.0026319937359406656 0.00090283661989289533 0.0016988934221539341 -0.0025218498679599895 0.0012914041227801245 -0.001431646414313918 0.002077357694353678 -0.0021187205201249402 0.00059832035383159126 -0.0023206551701105715 -0.0020843484423343776 0.00075510190939236121 0.00043456964730522504 0.0012278164696613921 0.0015325601246780291 0.00011733724440597084 -0.0018743097137855162 -0.0007932992177960463 0.0010537449970248708 0.00072901156179659655 -0.00021266833248578825 0.00017859059569507325 0.00078790431741136626
leaf_weight=15.54597637481494 1.338747259641649 20.269999606534842 2.7729271142743519 1.4856613639276464 69.285814306102111 2.5340589992701998 0.54615777021899647 0.46583278362231828 0.62240099394694004 0.29798168316483487 1.2786765817745616 0.41035288853163354 0.69885468413122032 0.48545221984386422 0.39981766551500186 0.51365123642062827 0.7034954520277068 0.69106740457937199 2.2739539656613461 0.36128605157136917 1.5563985484768625 0.66960360109806139 8.6924541964399378 1.4854864429507859 1.4270418405067165 2.0541585124447002 2.9158846512436858 4.4115878622978917 39.734303820412606 10.60882777487859
leaf_count=413 920 108 31 21 956 30 201 21 9 2 84 9 11 3 17 100 66 28 40 3 16 5 272 109 22 12 13 39 339 134
internal_value=0.000151846 0.000157666 2.14765e-05 0.000194045 8.54477e-05 0.000301147 0.000125036 -0.000538893 -0.000927602 -0.000623333 -0.00110138 -0.00159541 -0.000624389 -0.00025352 0.000335032 -0.000590906 9.07696e-05 -0.0001302 -3.5006e-05 -0.00138579 0.000230664 7.46075e-05 -3.79429e-06 -0.000173347 0.000159937 0.000226242 0.000134169 0.000272709 0.000303033 0.000463164
internal_weight=196.538 195.199 41.1497 154.049 76.4907 77.5588 71.9297 4.56091 3.07524 2.60941 1.98701 1.68903 2.64393 2.09778 1.39892 0.913469 38.3768 14.8773 14.1863 1.06478 23.4995 13.1215 12.4519 10.1779 21.9431 20.516 18.4619 75.0247 70.6131 30.8788
internal_count=4034 3114 1030 2084 1434 650 1288 146 125 104 95 93 332 131 120 117 999 523 495 69 476 426 421 381 460 438 426 620 581 242
is_linear=0
shrinkage=0.00196078


Tree=908
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 0 0 0 1 1 2 2 2 2 0 1 2 0 0 2 0 2 1 1 2 1 0 0 0 0
split_gain=0.157301 1.05652 1.00849 0.834991 0.160215 0.725863 0.403811 0.422236 0.416081 0.365436 0.294248 0.482077 0.30599 0.283538 0.692696 0.403661 0.354302 0.337376 0.390407 0.334102 0.7221 0.583909 0.455144 0.458133 0.404887 0.610053 0.386009 1.80513 0.865794 0.711839
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 0.35862698720000002 0.49949103320000005 0.49787431515000008 0.49649711085000009 0.37668033890000002 0.37286308795000006 38.539340721750001 40.00488309970001 47.927946529500012 38.400997490450003 0.46989611090000011 0.35165114815000004 37.903039192800001 0.48068920095000006 0.48098859315000003 41.872294782850005 0.39718870690000002 41.385032804600009 0.34554354660000003 0.34536391125000004 42.434124620650003 0.34560342505000002 0.47736594710000008 0.47515044460000005 0.47396784530000008 0.46989611090000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 7 8 9 10 -6 -12 -13 14 -2 17 -16 19 -19 21 -21 22 23 26 25 -22 27 28 29 -15
right_child=4 -3 -4 -5 6 -7 -8 -9 -10 -11 11 12 -14 15 16 -17 -18 18 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020842978670902804 -0.00017224748068619548 -0.0028134831128209556 -0.0021580855878858647 0.001689499960164342 -0.0023579692065831969 0.0014624450617702176 9.1866235766981815e-05 -0.0023218654967212394 -0.0022804134860898175 0.002067662779692476 0.0022092637026159228 -0.001277168504075862 0.0013332276358463261 0.00010233116328173623 0.00053955538769674097 -0.00074316604645898842 0.001763000469372697 0.00096768723577803984 0.00022670219641752904 0.00044576198408115416 -0.0022797163908436233 0.00058177237077065619 -0.00081334954871133255 0.00087785978821105246 -0.0003163188505595972 0.00055228586956006871 0.00014199477890449315 -0.0026061021673178123 0.0018327855574346197 -0.002620388249691605
leaf_weight=0.27213683538138855 2.8127687499691083 0.53435876342700783 0.49760550260543812 1.3129779892042277 0.23057472643449717 1.6749927848577488 86.832589046770863 0.49488107433717221 0.34444299800088618 0.29488532245159138 0.30185964703559853 0.70766473338517244 0.22835611179471016 2.0310570815927456 1.9093718118965628 1.9728498535696406 1.7387999370694158 2.9199597239494315 42.866750661283731 4.8991712294518974 0.98578821707633213 8.9518752244184707 2.4137758663855484 2.4759555086493483 10.304300509131279 0.41578952968120575 13.954139320179818 1.1779309436678884 0.92177075147628773 0.45118891063611943
leaf_count=123 158 46 10 12 13 35 2427 14 32 2 1 99 3 103 33 31 12 14 321 20 55 70 16 11 269 10 70 13 5 6
internal_value=0.000123595 -0.000353915 0.000277131 0.0010416 0.000130026 0.000182019 6.90559e-05 -0.000691965 -0.000309285 7.57462e-05 -0.000324257 5.45538e-05 -0.000640324 0.000161237 0.000558932 0.000134677 0.00112268 0.000152952 0.000273957 3.98417e-05 -0.000186284 0.000155811 -6.96397e-06 8.56702e-05 -0.00045081 -0.00143958 -2.01464e-05 -0.000513941 0.000210034 -0.000392568
internal_weight=196.931 2.61708 2.08272 1.58511 194.313 104.878 89.4353 2.60266 2.10778 1.76334 1.46846 1.23788 0.936021 103.203 6.46094 96.7423 3.64817 94.7695 45.7867 48.9827 16.605 32.3777 23.4258 21.012 11.7059 1.40158 18.5361 4.58195 3.40402 2.48225
internal_count=4034 191 145 135 3843 1252 2591 164 150 118 116 103 102 1217 203 1014 45 983 335 648 354 294 224 208 334 65 197 127 114 109
is_linear=0
shrinkage=0.00196078


Tree=909
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 0 2 2 2 0 2 0 0 1 2 2 0 2 2 1 2 2 2 1 2 2 2 2 1 0
split_gain=0.216403 0.188396 0.313146 0.802482 0.757813 0.411356 0.37286 0.694878 0.801474 0.378745 0.331977 0.330845 1.01505 0.459089 0.548404 0.522496 0.764977 0.592546 0.851638 1.28978 0.498567 0.414672 0.316371 0.556526 0.28904 0.28847 0.7999 0.276949 0.22745 0.544921
threshold=0.57619532350000013 42.094663496250007 0.47997065955000012 0.4778150355000001 42.753078181500008 0.47769527860000011 47.927946529500012 42.719328117250008 42.67709657435001 0.46989611090000011 45.048573272350005 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.752965619700007 0.48386275860000011 43.182896969600009 42.824128352900011 0.34566330350000002 43.525909308350002 42.67709657435001 44.756878345700009 0.34219035360000005 48.96897326980001 43.157831852650006 42.824128352900011 42.006870117350005 0.34542378970000004 0.47464147780000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 5 -5 6 7 8 28 10 22 13 -13 15 -15 16 17 18 19 -4 -16 -21 23 -9 -8 26 -18 -1 29 -3
right_child=-2 2 11 4 -6 -7 24 9 -10 -11 -12 12 -14 14 20 -17 25 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016250862639246755 -0.000722314871039335 0.00066127830284027158 -0.0012091096576270764 -0.0024405233878664954 -0.00041526314648652975 0.0015203428004885973 0.0006099131278759646 -0.0021067284638063098 0.0019973533287786353 -0.0020621783585790428 -0.0019974131613393902 -0.0022008365975927295 2.9997149550544221e-05 0.0017998378256781583 0.0019914202846532405 0.00093067933200269499 -4.0729058783990812e-06 -0.00045763357732527427 0.0016365193402095124 9.8561138454368461e-05 -0.0024525168648194887 0.0015934928835100615 0.0012619587000821553 0.0016184015868280644 -0.00017733404700816054 0.00025878384678888451 -0.0013159804054896575 0.00069078407469061053 0.00040334855387761526 -0.0021961701644617779
leaf_weight=131.21117818342191 1.1286550310007886 0.43891492280818079 1.5567770358175126 1.0336454112548374 2.2709360523149371 0.67765258252620775 3.8190199136734009 0.45241856843495065 0.74202262237668026 1.057439398311544 0.43912322586402286 0.83998285810775897 11.802858795588689 1.4113253790201259 0.15619667316786934 3.2031541584874494 4.9394707102328521 1.9835283756256101 2.6476748809218407 1.1906720772385599 0.25637372041455819 1.7796299774199722 0.46178964100545272 0.2339140153308108 3.3799960389733315 2.7691570594906807 2.7996138706803322 3.9296487265892202 0.74894853169098485 0.61768406210467219
leaf_count=1734 920 31 12 37 31 5 20 95 4 106 92 172 299 13 2 51 39 9 16 8 89 54 9 25 34 20 34 39 14 20
internal_value=0.000133711 0.000138827 4.05907e-05 -0.000185494 -0.00104875 3.27865e-05 -4.85648e-05 -0.000449065 0.000281788 -0.00115308 -0.000547431 0.000139738 -0.000118218 0.000271809 0.00121852 0.000196307 7.66972e-05 0.000490934 0.000753174 0.000236547 -0.000770069 0.000994236 7.14488e-06 -0.00083714 0.000240294 -0.000284324 -0.000478655 0.00017787 -0.000423255 -0.00100918
internal_weight=189.979 188.851 53.7099 16.3735 3.30458 13.0689 12.3913 5.19225 2.54757 2.64468 1.58725 37.3364 12.6428 24.6936 1.8239 22.8697 19.6665 9.15828 7.17475 4.52708 0.41257 2.9703 1.14812 0.686333 7.19902 10.5082 7.73908 135.141 1.80555 1.0566
internal_count=4034 3114 1341 523 68 455 450 396 69 327 221 818 471 347 104 243 192 99 90 74 91 62 129 120 54 93 73 1773 65 51
is_linear=0
shrinkage=0.00196078


Tree=910
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 0 1 0 1 1 2 2 2 2 1 2 0 2 1 1 1 2 2 0 0 0 1 1 1 2
split_gain=0.22395 0.191795 0.27066 0.606626 0.403393 0.350343 0.343118 0.440393 0.365069 0.282843 0.338171 0.278877 0.258921 0.468718 0.464002 0.404491 0.434525 0.318232 0.822551 0.287629 0.227972 0.220296 0.32129 0.233788 0.606684 0.257332 0.257345 0.220187 0.628933 0.689151
threshold=0.57619532350000013 42.310579034350006 0.47997065955000012 0.4778150355000001 0.47769527860000011 0.48028502140000007 0.34545372890000009 0.47736594710000008 0.34584293880000011 0.34587287805000005 47.927946529500012 42.522337019050006 43.961868063600001 48.86568841230001 0.39193437325000008 49.122847560300009 0.55677973715000018 42.456897412850005 0.39542229275000007 0.38780276035000005 0.36160593995000007 48.226196960950006 48.96897326980001 0.47676716265000008 0.4764977096500001 0.37331217625000007 0.34219035360000005 0.39091643965000006 0.4025178887000001 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 11 8 -8 -10 -11 -3 17 14 19 -15 -17 18 -7 20 -14 23 -23 24 25 -13 -27 -19 29 -29
right_child=-2 2 5 -5 -6 12 7 -9 9 10 -12 21 13 15 -16 16 -18 27 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00020659418271997388 -0.00064357547826384223 0.0010378996344227445 0.0014630364315209436 -0.00093053939490460693 0.0015638912294455786 -0.0011356447612682278 -0.0020310631372500833 -0.0022984789004574426 0.0020629790979470606 -0.0011959402715084994 0.002020929821446331 0.00051294046577304961 4.3354062031134941e-05 0.0014171284630886249 -0.0020885024649179179 -0.002055411293725318 0.0013143322497824891 0.00040840816680815547 0.00062765833795564102 0.00068852223269159332 -0.0015895954836726573 0.0005486564210447298 -0.00027920192168146804 -0.0021050961686562108 0.0018990901010153963 -0.0020634480878211057 -0.00017571242506806214 -0.0021723325908087772 0.00027975372644730768 0.00037745096564523439
leaf_weight=144.34291892381407 1.3093461282087435 1.0841352083516529 0.7796367583796372 3.0538381172809741 0.63578114658594209 2.1725244680419591 0.3064575549215085 0.54765755683183659 0.28475987911224365 0.44893412887176964 0.17446758598089218 0.40235272562131141 0.60449149087071397 0.88651857525110223 0.76568607094850438 0.35551816285442328 0.25098881904341397 17.08903708122671 1.9124745540320871 0.72956627490930248 0.72044246178120375 3.794328548014164 3.4332085605710745 0.31765129009727378 0.38915550848469127 0.69343607287009923 0.46304739994229749 0.93542072933632681 7.1101827979000518 0.72216556943021715
leaf_count=1834 920 23 4 59 5 30 31 13 2 93 2 11 10 6 221 84 25 177 13 9 38 19 33 17 9 140 39 43 95 29
internal_value=0.000164641 0.000170057 6.67759e-05 -0.000144271 4.07829e-05 0.000163335 -3.76932e-05 -0.000838729 -0.000180544 0.00044391 -0.000295655 9.57666e-05 0.000133754 -0.000315394 -0.0007857 0.000572969 -0.000660921 0.000198455 -0.000310119 -0.000300162 -0.000844574 -1.18264e-05 0.000155409 -0.000545317 -0.000290971 -0.000837708 -0.00130761 0.000278802 2.61911e-05 -0.00106146
internal_weight=196.716 195.407 51.0639 16.0292 12.9754 35.0347 12.3396 1.76228 1.21462 0.908162 0.623402 10.5773 34.255 4.31321 2.82019 1.49303 0.606507 29.9418 4.085 2.0545 1.32493 9.49318 7.22754 2.26564 1.94799 1.55884 1.15648 25.8568 8.76777 1.65759
internal_count=4034 3114 1280 496 437 784 432 141 128 97 95 291 780 393 278 115 109 387 43 57 48 268 52 216 199 190 179 344 167 72
is_linear=0
shrinkage=0.00196078


Tree=911
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 1 0 0 1 2 2 1 0 2 1 1 2 2 1 2 2 2 2 2 1 0 0 1 1 0
split_gain=0.0487739 0.481612 0.102972 0.180352 0.0936238 0.100291 0.0973404 0.158183 0.0718258 0.0709551 0.0807246 0.17879 0.196963 0.139973 0.141184 0.0658707 0.0516384 0.431616 0.333043 0.202208 0.385712 0.299951 0.286543 0.342923 0.375992 0.266951 0.541809 0.182462 0.45645 0.447391
threshold=33.151194885250007 0.38906020780000011 0.53043322055000008 0.5681267027500001 34.883496062400006 0.36575252235000005 0.51401155655000019 0.54562737640000014 0.38552737940000009 35.171584490050009 36.010074051050005 0.36533337325000009 0.52005927965000021 36.364346611650006 0.36533337325000009 0.39019789825000006 40.467253020850002 40.316494640950005 0.39591628995000006 40.040005255000004 39.896141435400004 39.685256516350002 40.137820134150012 40.206947806850003 0.34674111555000003 0.48447651265000008 0.52432561900000019 0.34311846950000008 0.34674111555000003 0.4784437592000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -2 -7 -8 -1 -6 11 -11 -13 14 -12 -16 17 19 -19 20 21 27 -21 -24 -25 -23 -27 -15 29 -29
right_child=4 2 3 -5 9 6 7 -9 -10 10 13 12 -14 16 15 -17 -18 18 -20 22 -22 25 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.058819311524147301 0.04517653055596569 0.10532051134532627 -0.10638501050635996 0.099734417888727903 -0.016521537638692445 -0.035032515956076808 0.066215936837885722 -0.012245301827477899 -0.13919229951602896 0.056767069369474468 0.008094684809085902 -0.036878367582838398 0.029680755478551799 -0.02410656563557749 -0.037388289509926488 -0.10561993965176304 0.00032890683763981446 0.051226147057657226 0.00096405069817908609 -0.045578563385398292 0.031082036071865396 -0.062186254288979941 0.030470551149898085 -0.050521585587597832 0.015931379070559644 0.029943402922590415 -0.058314704182732081 0.002777540117599397 -0.00029311456437942354 0.055036431296839244
leaf_weight=0.27579014417551562 1.0164187693153501 0.21821199357509613 0.081070951564470306 0.089111166178042822 2.1595675762457622 0.44024604640435416 0.44553841743618228 0.60704310929986605 0.1862967349588871 0.85207859432557542 0.41773599793668736 0.77614648919552554 1.0407986510494991 2.2277226891310411 0.31113715842366219 0.25949040373643584 103.07930159623811 3.2445344451116389 2.22057959317317 2.0681278287229352 4.6521451073203925 1.307381935417651 2.0507486104179407 1.9268644805997612 1.5255221663028349 1.6352747818455102 1.2104130691004682 3.2494238899671464 27.034888472613602 3.3038311582058668
leaf_count=90 41 2 16 102 32 10 6 69 3 28 28 9 40 62 3 42 2535 32 29 30 63 10 31 13 32 23 33 27 570 23
internal_value=0.00165551 -0.0222321 0.0598488 0.00154374 0.00177568 0.020948 0.00445155 0.0209659 -0.0912228 0.00148683 0.0017234 0.0189727 0.00124862 0.00143873 -0.0360786 -0.0684163 0.00166942 0.00406597 0.0308037 0.00126623 0.00383019 0.000658237 -0.0138444 -0.00191839 -0.0211577 -0.0247818 -0.00759717 0.00360816 0.00544633 0.0291239
internal_weight=169.913 0.850481 0.388394 0.170182 169.063 2.50925 1.49283 1.05258 0.462087 166.554 164.394 2.66902 1.81695 161.725 0.988364 0.570628 160.737 57.6575 5.46511 52.1923 44.6211 39.9689 7.57126 5.50314 3.45239 4.15307 2.84569 35.8159 33.5881 6.55326
internal_count=4034 213 120 118 3821 126 85 75 93 3695 3663 77 49 3586 73 45 3513 978 61 917 811 748 106 76 45 66 56 682 620 50
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 2 1 2 2 1 2 1 2 2 2 1 1 2 0 1 2 1 2 0 0 0 2 2
split_gain=0.261546 0.195664 0.607203 0.250546 0.609546 0.595098 0.460237 0.406802 0.595107 0.807846 1.24005 0.375159 0.318077 0.497552 0.471071 0.315522 0.422635 0.445704 0.532729 0.506894 0.236049 0.968385 0.359674 0.216252 0.490018 0.603572 0.281123 0.299615 0.625692 0.696058
threshold=0.57619532350000013 0.47883296910000012 0.4784437592000001 0.37078231190000005 0.51401155655000019 0.36945001650000003 37.784765830350004 39.952536079750011 0.37286308795000006 40.137820134150012 47.927946529500012 0.36533337325000009 36.620308449100001 0.36006406990000012 38.625745710700009 43.89540535710001 47.709122305950011 0.39162001140000008 0.39193437325000008 48.96897326980001 0.49787431515000008 0.34829795515000012 43.084235337800003 0.34608245260000009 41.806790701050012 0.48898236580000004 0.48637765340000011 0.48386275860000011 43.218894539100006 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 11 -5 -8 -9 -10 -11 12 -3 14 -14 -6 -17 -18 -19 -20 21 23 -22 26 25 -25 27 28 29 -16
right_child=-2 3 -4 4 15 -7 7 8 9 10 -12 -13 13 -15 20 16 17 18 19 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.2920099259420886e-05 -0.00075679957510893037 0.00094073625865707033 -0.00086965546993347125 0.00030693453597761795 0.0001643034294957416 0.0011679305416168217 -0.0025753112299083257 0.00090587793865038759 0.0014619933027725546 -0.0025816323061686351 0.0011614260323293503 -0.00032807567963385315 0.0013739103405080414 -0.00061234879605392522 0.00020486999080977783 -0.0020429715290820037 -0.0014170940227249383 0.002097477022459699 -0.0021130140451514345 0.00075990062293347974 0.00015858672262715419 -0.00083798677422435789 0.0015229596178087739 0.0020153472116783851 0.00026376041106772428 0.00025575772119629909 0.00067229068066604455 -0.00033959568389539029 -0.00070241052200491173 0.0012472491820225142
leaf_weight=40.24426174119435 1.2607954166637672 2.5020445156842461 2.7484346083365372 1.5944340783171345 70.890328577836044 2.6293809693306676 0.51430913159856606 0.6915585923707116 0.37328466591134235 1.4373823894566156 0.44583650037384348 4.5295238243415943 1.4339051153510798 2.5994715401902786 31.658546802587807 0.55375869240742703 0.70200681034475598 0.51281982474029042 0.38789739873027429 0.60344544611871243 1.6466943649575108 3.205827994272112 1.3533866517245767 1.5990857854485505 8.0810556672513467 1.410672530531883 4.5547953248023978 4.1660653762519351 2.6527954787015906 2.6707133427262297
leaf_count=999 920 27 31 21 956 30 21 9 5 81 9 39 17 30 230 201 11 3 17 100 33 29 18 31 39 12 37 42 19 17
internal_value=0.000133438 0.000139095 2.20239e-05 0.000171484 9.37661e-05 0.000251242 -0.000564763 -0.000966183 -0.00068546 -0.00117316 -0.00169549 0.000218698 0.000254315 0.000228694 0.000262624 0.000138981 -0.000511451 -0.000127033 0.000475051 -0.000364227 0.000237331 0.000210493 0.000774078 0.000269676 0.000515288 0.00119063 0.000210073 0.000158909 0.000215066 0.000285964
internal_weight=199.655 198.394 42.9927 155.401 78.7071 76.694 5.05681 3.46237 2.94806 2.2565 1.88322 74.0646 69.5351 67.033 64.4335 73.6503 2.75993 2.20617 1.50416 0.991343 62.9996 59.9996 3.00008 56.7937 11.0908 3.00976 45.7029 41.1481 36.9821 34.3293
internal_count=4034 3114 1030 2084 1434 650 146 125 104 95 90 620 581 554 524 1288 332 131 120 117 507 456 51 427 82 43 345 308 266 247
is_linear=0
shrinkage=0.00196078


Tree=913
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 0 1 0 0 1 0 0 2 2 1 1 2 1 1 2 1 1 2 2 1 0 2 0 1
split_gain=0.208225 0.171302 0.156617 0.175718 0.181426 0.155661 0.444886 0.297122 0.970435 0.434445 0.302692 0.298912 0.456594 0.532043 0.514513 0.68693 0.956661 0.499674 0.399093 0.354011 0.519356 0.39254 1.18466 0.371556 0.291304 0.265564 0.311926 0.210581 0.483869 0.381737
threshold=0.57619532350000013 40.844669808050007 40.890797847750008 42.402981339000007 42.536568606950006 0.47883296910000012 0.4784437592000001 0.35651627195000007 0.4871261339500001 0.49649711085000009 0.34829795515000012 0.48637765340000011 0.48386275860000011 39.749124837650008 40.159267750750011 0.34494476210000008 0.34518427590000006 41.385032804600009 0.34587287805000005 0.34608245260000009 42.779078631750004 0.3453938505000001 0.34560342505000002 41.741384785950011 42.824128352900011 0.36006406990000012 0.49787431515000008 36.010074051050005 0.50008981770000005 0.36491422415000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 9 -9 10 11 12 13 -7 -15 -16 -17 -14 -13 20 21 -18 -23 -24 -11 -10 -27 28 -28 -29
right_child=1 2 3 4 -6 7 -8 8 25 24 -12 18 17 14 15 16 19 -19 -20 -21 -22 22 23 -25 -26 26 27 29 -30 -31
leaf_value=9.0258475804965606e-05 -0.0019768556055334095 0.0014314475644318261 -0.0020304807313674899 0.00064177269131726275 -0.0019689104852705884 0.0011289921027852587 -0.0007281922969068329 -0.0017903880384338038 0.00095941432605954678 0.0014858990950806761 -0.00039120407435181326 0.001058000893833614 0.00036633658925436919 -0.00056561355894289096 0.00082006102702669042 -0.00093943748606725491 0.00087112031500292259 -0.00079653546594885374 0.00026532311680211901 0.00084002351818472599 -0.00053375081117143031 -0.00076693981257961884 0.00014933462021769872 0.0008913164386839601 0.00026153712423550914 -0.00096257233978368976 0.0014362725401341897 -0.0009671854448174193 0.00018773471806635182 0.0001073998159770065
leaf_weight=39.027608318004241 0.29151813244879921 0.17251780349761248 0.23978190775596886 0.40659859939478338 0.13676530231623474 2.6274850554764262 2.7321802671067408 1.0333932016219467 1.42856054753065 1.8469669017940753 2.8019234873354426 3.9753777086734754 2.4401997029781333 2.9790596216917029 7.2631404548883429 2.8214271441102055 3.7096714153885939 3.4001114927232265 6.3308336734771729 3.5349866040050975 3.3907292857766143 3.8961064196191719 5.4812756478786451 4.9272607229650021 1.2546172291040418 1.0356603765139869 1.4831158891320217 1.2927032397128631 6.1091042181942612 75.674203254347958
leaf_count=999 434 5 146 11 324 18 31 21 23 31 19 35 23 14 31 21 23 37 35 32 30 37 23 72 18 36 14 16 103 1372
internal_value=0.000137471 -0.000661128 -0.000259775 -0.000632331 -1.53392e-05 0.000142645 3.67104e-05 0.000171993 9.85463e-05 0.000275174 0.000237929 0.000268976 0.000201977 0.000275664 0.000216666 0.000283204 0.000142748 -0.000310664 0.00057108 0.000265174 0.000170239 0.000302747 0.000155349 0.000500579 0.000990634 0.000120977 0.000106984 0.000120084 0.000431633 8.93515e-05
internal_weight=193.745 1.24718 0.955664 0.783146 0.543364 192.498 41.7598 150.738 88.0567 62.6812 59.5796 56.7777 46.4715 40.6311 38.0037 35.0246 27.7615 5.84031 10.3062 24.94 21.405 18.0143 14.3046 10.4085 3.10158 87.0233 85.5948 84.5591 7.59222 76.9669
internal_count=4034 920 486 481 335 3114 1030 2084 1585 499 450 431 361 301 283 269 238 60 70 217 185 155 132 95 49 1564 1541 1505 117 1388
is_linear=0
shrinkage=0.00196078


Tree=914
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 0 1 2 2 2 0 1 0 2 2 2 2 2 2 2 0 0 0 1 0 1 0 1 1 0
split_gain=0.26734 0.510555 1.20234 0.821271 0.465489 1.39658 0.499557 0.706503 0.622949 0.548248 1.00384 0.878865 0.72107 0.477596 0.504568 0.39125 0.385058 0.614522 0.802574 0.860352 0.941623 0.365152 0.59745 0.35045 0.497929 0.334143 0.622078 0.304236 0.253443 0.539074
threshold=42.094663496250007 0.48098859315000003 42.686561923500008 0.47754558250000007 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 43.752965619700007 0.48351845755000006 0.34542378970000004 0.4871261339500001 43.120094701700005 42.536568606950006 42.066503896600004 42.865207177650007 44.169240047700008 43.631818398850008 43.426640904350009 0.48068920095000006 0.47754558250000007 0.45589952400000006 0.35807311160000005 0.46495613905000005 0.34542378970000004 0.47464147780000004 0.35471991855000007 0.44805544745000009 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 25 6 -6 9 -8 -9 10 11 -3 -12 14 -14 -1 -4 18 19 20 -18 22 -19 -24 -25 26 -2 -11 29 -7
right_child=1 4 16 -5 5 28 7 8 -10 27 12 -13 13 -15 -16 -17 17 21 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00017320344681760982 0.00073893499803910222 -8.9348676601414041e-05 0.00069211456463542692 -0.002379862637616588 -0.0022574959112034486 0.00018328084108028928 0.0019059588440777239 0.0019915234398457898 -0.002414902598805225 0.0015615179422709727 -0.0011839206567031367 0.0013596758180495589 0.00024971506218467713 0.00063996488426421505 -0.00087687876744405458 0.001159556647910949 -0.0022012470221000869 0.00018388411091218139 -0.002347767116835142 0.00108626371163548 0.00030484807340926335 0.0012137873217741258 -0.0022261447146159504 -0.0019849158440674863 0.0020452093582595254 0.00064524277981851171 -0.0022079554546169783 0.00031984227998868488 0.00052134348759040052 -0.00081758254332263002
leaf_weight=138.41662627652022 0.44843247919198181 2.8483106046915152 2.539420760091164 1.491382513195276 1.079920849912013 7.441448506084269 1.568592640658607 0.19989937590435136 0.32211290681516402 1.708323244005441 2.4153742603957644 3.6994283944368362 3.1310069542378169 3.1451866291463375 2.986132612451911 1.5636055165523419 1.2002374482108276 8.327422327041857 0.94777709570189461 1.1365250866510903 1.1090566739439964 1.0611879257485259 0.67850505933165439 0.2424674560315907 0.22936166822910309 0.6982494601397774 0.71378296241164207 1.3647695135441607 3.4149285237854192 2.8657819320178533
leaf_count=2313 31 14 35 43 172 81 13 2 89 13 26 69 24 19 28 15 108 107 56 30 4 8 28 53 2 13 21 34 424 159
internal_value=0.000137557 2.68706e-05 -0.000220115 -0.00129582 0.00016154 -0.000110573 0.000333749 0.0012484 -0.000727506 0.00024397 0.000114791 0.00072934 -0.00022979 1.90225e-05 -0.000300241 0.000184221 -1.37505e-05 -0.00013379 -0.000749846 -0.000310335 -0.000997675 0.000123039 9.12171e-07 -0.00132365 -2.58247e-05 -0.000426828 -0.00107092 0.00101009 5.83882e-05 -9.49953e-05
internal_weight=198.995 59.015 20.8238 3.35185 38.1912 14.8021 23.3891 2.0906 0.522012 21.2985 18.2254 6.54774 11.6777 9.26233 6.11714 139.98 17.472 14.9325 4.3936 3.44582 2.30929 10.5389 9.47776 1.15033 0.471829 1.86046 1.16222 3.07309 13.7222 10.3072
internal_count=4034 1706 539 108 1167 836 331 104 91 227 180 83 97 71 52 2328 431 396 198 142 112 198 190 83 55 65 52 47 664 240
is_linear=0
shrinkage=0.00196078


Tree=915
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 2 1 0 0 1 0 2 0 1 0 0 2 2 2 0 2 1 2 1 1 1 1 1 0 0
split_gain=0.0482788 0.269862 0.455959 0.27219 0.262685 0.16289 0.155358 0.153769 0.162222 0.147866 0.271916 0.14061 0.116292 0.290425 0.391708 0.209303 0.315608 0.434673 0.346427 0.28774 0.365958 0.197209 0.444307 0.116757 0.300453 0.782472 0.231479 0.25283 0.142437 0.0862791
threshold=0.45280081435000008 0.4662734648500001 0.46280051495000007 0.56341127510000011 0.45368402140000008 42.522337019050006 0.44805544745000009 0.58415915690000009 0.58650938595000024 0.45036076765000005 0.56915960600000015 42.536568606950006 0.54646567465000018 0.43837010870000009 0.57537199485000012 0.55257327625000008 40.00488309970001 41.481306584950012 35.879804895950009 0.55769288345000012 42.558389508100007 0.41289182960000009 41.942745071500006 0.42780156285000009 0.42922367590000005 0.43401395170000007 0.42114008565000011 0.41988263825000011 0.54499865270000014 0.5398790455000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -3 12 -6 -9 -8 -11 -7 23 15 -15 21 18 -18 -17 -19 -21 -14 -23 26 -25 -26 27 29 -27 -1
right_child=1 5 -4 4 7 11 9 8 -10 10 -12 -13 13 14 -16 16 17 19 -20 20 -22 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.0022175929290855888 -0.11310937242718344 -0.10673483208345602 0.048719959646658095 0.01429363648758325 -0.10301405255007395 0.10286523018152732 0.036851505427824671 0.097193600463207241 -0.10168929141026453 -0.021442242989683193 0.031239144608206128 -0.10043353044524615 0.022977606238657064 -0.11217950689001954 0.02720630717204961 0.0040014939499803566 0.047389259016496536 0.050232167081669055 -0.10617457514007207 -0.0052856653722562182 -0.11012154835216735 -0.11527178914596384 0.0029118457232702364 0.09835551856084622 -0.1087149463075668 0.098779476537712269 -0.0292684194507008 0.032068792470485045 0.019419472910921103 -0.0097973516693979773
leaf_weight=139.11557775153642 0.31472721627142197 0.40408960427811269 1.2653796883969333 1.1976246971753424 0.39161914200121817 0.081884793937206268 2.4195727013975548 0.0952154806436738 0.07204395731605473 1.9218613579869273 1.9986831316418827 0.058202432376674551 0.44744254236866066 0.58332353306468565 0.30810844356847156 0.71198437442944829 2.3578707878477871 0.51482975296676192 0.47631159455340821 1.1520524621009824 0.46833745110416192 0.61552959016989894 0.65832081926055253 0.44825615692934562 0.42272624264569436 0.41874897449633863 2.3636886714375569 2.7943634241819373 0.4917510524392128 6.2450070849154136
leaf_count=2374 21 479 27 9 106 1 26 5 48 12 37 277 23 47 52 28 29 19 73 19 56 31 16 17 34 49 30 20 3 66
internal_value=0.00180189 -0.00922436 0.00142511 -0.0274688 -0.0121239 -0.0745214 0.00205822 -0.0687341 0.0115284 0.0174118 0.00541459 0.0184001 0.00145208 -0.0100791 -0.0640031 -0.00358558 0.00566977 0.0177907 -0.040161 -0.0148942 -0.0355861 -0.0341343 -0.054195 0.00208006 0.0275305 0.00371782 0.00177883 0.00227417 0.055918 0.0017014
internal_weight=170.815 3.88079 3.33661 2.07123 1.7565 0.544177 166.934 0.558879 0.167259 6.34012 3.92054 0.140087 160.594 8.29411 0.891432 7.40268 5.68139 4.49309 1.1883 2.13522 1.62039 1.72129 1.27385 152.3 1.78148 1.33323 150.519 148.155 0.9105 145.361
internal_count=4034 973 216 189 168 757 3061 159 53 75 49 278 2986 393 99 294 224 123 101 94 75 70 47 2593 103 86 2490 2460 52 2440
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 0 0 2 1 2 0 0 1 2 1 0 1 1 0 0 2 0 0 0 1 0 2 0 2
split_gain=0.0484238 0.146042 0.427444 0.208814 0.130861 0.442854 0.370337 0.487804 0.21245 0.2206 0.383444 0.618781 0.838238 0.833694 0.508885 0.412229 0.30901 0.374852 0.255418 0.310434 0.487244 0.177854 0.290435 0.269859 0.465947 0.242034 0.176159 0.174662 0.169222 0.131914
threshold=42.310579034350006 42.47354681640001 0.34641178410000012 0.51401155655000019 0.47997065955000012 0.4778150355000001 0.48028502140000007 0.48068920095000006 42.558389508100007 0.38370108680000009 43.752965619700007 0.5054040298000001 0.48386275860000011 0.34584293880000011 43.157831852650006 0.36042334060000009 0.53158588065000012 0.38780276035000005 0.38780276035000005 0.53544804050000006 0.53866650695000018 42.865207177650007 0.5681267027500001 0.54228915300000013 0.54386096225000014 0.44805544745000009 0.55609113500000007 48.226196960950006 0.47943175355000006 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 29 -6 -8 -9 10 11 12 13 -10 -14 -12 17 -11 -18 -20 -21 -22 23 -23 -25 26 -26 -17 -7 -3
right_child=1 4 3 -5 6 28 7 8 9 16 15 -13 14 -15 -16 27 18 -19 19 20 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0026330712040271587 -0.060118810266056193 0.031636740593124921 0.035855430969219379 -0.015804056181157076 0.074880743249084253 -0.068224597798984973 -0.12168815436103449 0.030289011643530581 -0.0018601262140417289 0.049691257768142212 0.080933688051736244 0.059616253772222828 -0.066339951243927525 0.089650369369447258 -0.0022953921092043091 -0.046455204472981466 -0.11583019197196837 -0.11489204362234416 0.055043145424179651 -0.11713863824775964 -0.030779607048571002 -0.021051428931720528 -0.10321930275106164 0.08737432718427153 -0.10540580569576963 0.037739942502871875 -0.0047602446361803899 0.038980725562066304 -0.018248076663265996 -0.00221765516718006
leaf_weight=125.2124930908567 1.5902570849357278 1.3103361513349217 1.2182033674616835 2.1874868027953198 0.73555871099233883 1.3597744465805583 0.31038806214928882 2.8251197588397217 4.3137793093919772 0.18445790314581145 1.3692708928138011 1.5898369215428818 2.713406465947628 1.2942460700869558 2.285828148946166 0.48841474426444609 0.20528203941648815 0.55403857863075245 0.82299181399866927 0.39952632406493638 1.6479326000990111 1.3949802824063229 0.2221389243413795 0.98842499218881164 0.27227673822198972 0.80472261465183692 0.48134862219740171 0.46911614947021008 1.3503596195951102 9.4631891979224729
leaf_count=2412 38 29 11 42 3 36 5 34 29 7 15 11 38 54 17 29 8 233 19 14 38 18 390 9 32 17 34 11 16 385
internal_value=0.00162314 -0.00119623 -0.0173133 0.00267436 0.000824008 -0.00718965 0.00492112 0.00291393 0.00444095 0.00119573 0.00853412 0.00143735 -0.00728262 0.0192591 -0.0370565 0.0457354 -0.0121635 -0.0737833 -0.00587787 -0.00266915 -0.0103159 -0.00297253 0.00803261 0.0143022 0.033667 -0.000398307 -0.0411224 -0.0045982 -0.0433231 0.0018999
internal_weight=170.065 44.8527 4.99595 3.40569 39.8567 13.4837 26.3731 25.6375 25.3271 22.502 14.5239 12.1971 10.6073 5.60803 4.99923 2.3268 7.97812 0.738496 7.23962 7.03434 6.21135 5.81182 4.16389 3.94175 2.54677 1.55835 0.753625 0.957531 2.71013 10.7735
internal_count=4034 1622 91 53 1531 466 1065 1062 1057 1023 204 149 138 83 55 55 819 240 579 571 552 538 500 110 92 83 66 40 52 414
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 0 0 1 1 2 0 0 2 2 1 1 1 1 2 0 2 2 2 2 2 2 0 2 2 2
split_gain=0.193184 0.202326 0.193792 0.401302 0.297578 0.467977 0.397361 0.40564 0.292681 0.656397 0.442658 0.402389 0.515781 0.596032 0.64118 1.6946 0.400621 1.06399 1.34088 0.333247 0.271395 0.248073 0.204654 0.665914 0.653026 0.179011 0.157743 0.154416 0.153315 0.983117
threshold=0.57537199485000012 0.44521122120000006 0.47883296910000012 0.4784437592000001 0.35651627195000007 0.49094338495000006 0.49649711085000009 0.34829795515000012 0.34608245260000009 39.749124837650008 0.48637765340000011 0.48386275860000011 43.182896969600009 42.753078181500008 0.34488488370000009 0.34518427590000006 0.3453938505000001 0.34560342505000002 40.80591513400001 0.48351845755000006 42.824128352900011 42.094663496250007 40.984321400500008 41.32819714970001 41.741384785950011 42.402981339000007 0.48098859315000003 41.385032804600009 42.719328117250008 43.426640904350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 28 6 -6 7 8 9 -4 11 12 13 14 -11 -16 -17 18 -18 -10 -8 -21 -19 -24 -25 -3 -26 -13 -1 -30
right_child=1 25 4 -5 5 -7 20 -9 19 10 -12 27 -14 -15 15 16 17 22 -20 21 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=0.00015833828385901347 0.00052483774925443584 -0.0019872826694405273 0.0011569440252032679 -0.00069802981891784507 -0.0009970487717428241 0.00012331417901868781 0.0014593877369547031 -0.00049614828028815279 0.0010689431343680245 0.00070157725485400714 0.00073699518859076405 -0.00012703074146646793 -0.00060874678891447874 0.0009615750172415258 -0.0014555641084855603 0.000834196794587232 0.00033250916141298425 -0.0001520227959224839 -0.0016774207593074151 0.00073911468836007296 0.00026520448985169876 2.6390755905486005e-05 0.0015627154262602215 -0.00052203228984613989 0.00013528247650074107 -0.00027371409817633326 0.00096177044242611845 -0.00091709639673684569 -0.0020348327519112133 6.1081271925407057e-05
leaf_weight=26.736529038753361 0.426610970915134 0.45458225146649056 2.6606663092970839 2.7496803496032944 1.4572594734636357 87.542936859854308 1.799738705158233 2.7009785734117022 3.4875222183763963 5.8978439718484941 4.4729068949818602 1.9119737744331353 3.1187779046595088 3.7437110468745223 2.7852111216634539 3.0422841422259834 2.5317665711045256 2.0584954544901839 2.5730006447993219 3.330917589366436 1.2329147849231956 4.3031853176653385 1.9000571519136409 2.6086777597665787 1.2522037010639904 0.48388959981457447 3.0512868817895651 1.8925317116081712 0.93944088468560849 10.231170793063937
leaf_count=597 49 560 19 31 36 1536 31 19 31 26 37 12 21 23 21 21 9 9 33 29 18 22 6 12 9 324 61 30 130 272
internal_value=0.000140233 -0.000594784 0.000145459 2.52697e-05 0.000177744 0.00010497 0.000281612 0.000246222 0.000281634 0.000211939 0.000153249 8.51956e-05 0.000151817 0.000227252 0.00012801 -2.71442e-05 0.000182052 5.78615e-05 -0.000680573 0.000566775 0.000973897 0.000337367 0.000404622 0.000534652 0.000252052 -0.00110374 0.000721284 -0.000520045 7.77359e-05 -0.000115184
internal_weight=193.379 1.36508 192.014 40.6568 151.357 89.0002 62.3567 59.324 56.623 45.5014 42.8407 38.3678 34.5633 31.4445 27.7008 21.803 19.0178 15.9755 5.10477 11.1216 3.03265 7.6341 10.8707 8.81223 6.91217 0.938472 4.30349 3.80451 37.9071 11.1706
internal_count=4034 933 3101 1030 2071 1572 499 450 431 349 330 293 251 230 207 181 160 139 42 82 49 51 97 88 82 884 70 42 999 402
is_linear=0
shrinkage=0.00196078


Tree=918
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 2 2 2 1 1 2 0 0 1 0 0 1 2 1 0 2 2 1 2 1 1 1 1 0
split_gain=0.155137 0.849088 0.767574 0.432361 0.870645 0.529048 0.54818 0.379733 0.418433 0.376363 0.717573 0.441166 0.29982 0.740708 0.532078 1.24741 0.753601 0.743886 0.576538 0.363256 1.04765 1.04635 0.400199 0.364266 0.339067 0.307681 1.45536 0.297037 0.283991 0.575366
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 37.784765830350004 47.927946529500012 0.37286308795000006 40.040005255000004 43.89540535710001 47.709122305950011 0.39162001140000008 0.39193437325000008 48.96897326980001 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.52366695610000014 0.39408999735000005 40.750688432250008 0.39591628995000006 0.53475943835000017 36.728658719300007 37.198331469900005 0.39971857130000005 34.654301448200009 0.40509266190000009 0.41615520495000008 0.46280051495000007 0.36533337325000009 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 -2 5 -5 -7 12 -9 -10 -11 -12 -4 -14 -15 -16 -17 18 -18 -19 21 -21 24 -24 -22 -25 -27 -26 29 -1
right_child=2 -3 7 4 -6 6 -8 8 9 10 11 -13 13 14 15 16 17 19 -20 20 22 -23 23 25 27 26 -28 -29 -30 -31
leaf_value=9.5053478866221551e-05 0.00018461082885179138 0.0012349879642848764 0.00071366607698944765 -0.00011298555197485852 0.0012625116837412865 -0.00053798921034158909 -0.0026255927265728713 -0.0020593081265125081 -0.0014298849263597109 0.0021298226682712955 -0.0021273788186679274 0.00046872364606290943 -0.0015822597391219684 0.00077410446790376506 -0.001467354188372103 0.00089070506152200016 -0.00030606800314464443 0.0007438122959457274 -0.0020857396458364747 0.00097329935437377171 0.00041137505520510553 -0.0020580065837230038 -0.00089312291073688423 0.00055980795558543451 -0.0021621896179546901 -0.0022250797057333199 0.00020414266906060047 0.00039553306244186336 -0.0003380791707458662 0.00044993343153668493
leaf_weight=91.264222566334865 1.5626323986216437 2.8086497671902171 3.3123188950121394 0.82164662529248822 0.53180281739332702 0.71250770944243447 1.5052747399968209 0.59239445234925314 0.67694680416025255 0.54811097960919131 0.44188310073513981 0.58461049155721412 0.98067390923097164 4.6445093790534875 1.9257140996633086 4.6854920000769189 2.4682557853520843 3.4647280611097804 0.97682645393069822 0.60171316110063289 0.52774428925749706 1.6071392124067641 1.170070195570587 8.0780450701713544 0.72557499781578372 0.97650167328538273 32.700712893396485 0.22987342780061226 4.5160069054254555 21.750892565120012
leaf_count=1398 22 30 20 10 9 25 90 299 11 3 44 243 18 33 28 32 38 24 64 13 179 130 15 33 67 30 812 72 42 200
internal_value=0.000125562 0.000169548 5.68659e-05 -0.000675613 -0.00105201 -0.00145698 -0.00195491 0.000109153 -0.000593025 -0.000207239 0.000318396 -0.000648842 0.000138062 0.000109071 0.000134674 8.52904e-05 0.000136653 7.06471e-05 -0.00081068 0.000131272 8.57468e-05 -0.00123225 0.000151303 0.000185903 -0.000850063 0.00021614 0.000133705 -0.00154682 0.000144087 0.000163354
internal_weight=197.393 120.34 77.0537 5.13386 3.57123 3.03943 2.21778 71.9198 2.84395 2.25155 1.5746 1.02649 69.0759 65.7636 64.7829 60.1384 58.2127 53.5272 3.44508 50.0821 46.6174 2.20885 44.4085 42.9253 1.48319 41.7553 33.6772 0.955448 117.531 113.015
internal_count=4034 1670 2364 156 134 125 115 2208 600 301 290 287 1608 1588 1570 1537 1509 1477 102 1375 1351 143 1208 890 318 875 842 139 1640 1598
is_linear=0
shrinkage=0.00196078


Tree=919
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 2 2 0 2 0 0 2 1 1 2 0 2 1 2 1 0 0 2 1 1 1 1 1 1
split_gain=0.305771 0.286357 0.766818 0.644694 0.671884 0.428279 0.47268 0.830498 0.498306 0.453747 0.397273 0.471863 0.352268 1.05168 0.448155 0.611506 0.603648 0.498064 0.540641 0.414328 0.413652 0.353853 0.789237 0.280994 0.243874 0.338528 0.498902 0.263421 0.221978 0.391933
threshold=42.310579034350006 0.47997065955000012 0.4778150355000001 0.48028502140000007 0.48068920095000006 0.47769527860000011 47.927946529500012 42.719328117250008 0.46989611090000011 48.96897326980001 0.45798030000000006 0.37331217625000007 42.456897412850005 0.39542229275000007 0.38370108680000009 42.779078631750004 0.53158588065000012 43.752965619700007 0.36042334060000009 42.660927378600007 0.38780276035000005 0.49649711085000009 0.48386275860000011 48.457543166250012 0.39162001140000008 0.39193437325000008 0.39670967935000007 0.45206730335000006 0.44805544745000009 0.42114008565000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 6 7 -2 10 -8 11 -9 13 -6 15 19 20 21 -19 -14 -16 22 -17 -20 -18 -26 -27 28 29 -28
right_child=1 3 -4 4 12 -7 9 8 -10 -11 -12 -13 14 -15 16 17 24 18 23 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00017530137333199305 0.00032517611753395733 0.0017131350011341548 -0.0010542337345855167 -0.0025242191299831565 -0.0013739558407117913 0.0014962079052957158 0.00065328164623477101 0.00028977670773637515 -0.0020799363917448133 -0.00026109783027325104 0.00076685106207186775 -0.0020184898713886861 0.00046383972112123414 0.0005762195477996663 0.0007068641825689158 0.00028144623235294768 -0.001233719430686423 0.0015609726519681434 -0.00091926434550286117 0.0016485726738511722 -0.0022589245750958267 0.00057090765816184658 -0.00096472086723844649 0.00081380457367800051 0.0014059641612659472 -0.0021255767876711463 0.00031468725476770603 -0.0012988958123305112 0.00070501763469330079 -0.00070727401114773045
leaf_weight=143.43422603773729 2.6269749651837637 0.93288953881710668 3.2907726163975886 0.3821398327127089 2.2146240761503568 0.69292327016592103 4.3952680081129056 0.5617748410440988 1.3288471929845398 3.9721619412302971 0.62372774712275703 0.86439600156882079 2.6443509049713674 2.04475837587961 0.23495402373373397 4.4780965372920019 0.58015445113414799 1.7469247132539742 0.72724992234725483 1.988235695287585 0.7845509166490956 2.601265786215663 3.466520894318819 0.71167008113116026 0.68366333190351625 0.41477577923796971 4.3318407470942439 0.50798071921417509 2.1201052678370615 2.1633110975617456
leaf_count=2412 51 4 59 5 30 5 20 11 106 34 15 195 16 24 7 27 12 15 30 56 240 26 34 10 5 30 73 369 18 95
internal_value=0.000127918 2.32976e-06 -0.000196746 0.000104522 6.14331e-05 -9.45069e-06 -8.20378e-05 -0.000501749 -0.00114468 0.00021921 -0.000538407 -0.00110925 9.01189e-05 -0.000437755 0.000164605 0.000356291 -0.000133176 0.000148468 0.000827889 0.000972309 -0.00157543 -5.67804e-05 -0.000262301 -6.21122e-05 2.9476e-06 7.31374e-05 -2.23966e-05 7.32217e-05 0.000154126 -2.56928e-05
internal_weight=197.551 54.1169 18.3568 35.7601 34.8272 15.0661 14.3732 6.00572 3.37875 8.36743 2.0499 1.42617 34.445 4.25938 30.1857 18.3643 11.8213 13.7317 3.18584 4.63259 1.0195 10.5459 7.94462 1.43892 10.8018 10.2217 9.53801 9.12324 8.61526 6.49515
internal_count=4034 1622 496 1126 1122 437 432 378 327 54 221 206 1117 54 1063 214 849 142 55 72 247 87 61 40 602 590 585 555 186 168
is_linear=0
shrinkage=0.00196078


Tree=920
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 2 2 1 1 2 2 0 0 1 2 2 2 0 0 0 1 2 2 1 0 0 0 0 2
split_gain=0.285914 0.217441 0.234144 0.226356 0.751432 0.561739 0.423845 1.18741 0.416423 0.465791 0.3478 1.1122 0.262321 1.11863 0.499286 0.57059 0.492966 0.436609 0.702937 0.864453 0.672695 0.62951 0.441715 0.871096 0.250897 0.352461 0.489568 0.445775 0.495074 0.478442
threshold=0.57619532350000013 42.094663496250007 42.006870117350005 0.47997065955000012 42.686561923500008 0.47754558250000007 42.779078631750004 43.426640904350009 0.34542378970000004 0.34479506600000004 43.631818398850008 44.262924377150007 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 43.752965619700007 0.48351845755000006 0.4871261339500001 0.48244064550000004 0.34503457980000002 43.120094701700005 42.558389508100007 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.55609113500000007 0.55769288345000012 42.558389508100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -6 -8 9 -3 -9 -12 14 -14 17 -16 -17 18 20 -20 -5 -22 23 -21 25 26 -15 -27 -29 -30
right_child=-2 3 -4 12 6 -7 7 10 -10 -11 11 -13 13 24 15 16 -18 -19 19 22 21 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.00019139630673981208 -0.00080691997933772421 0.00024945479131966894 0.00067725828575895407 0.00012542926793686492 0.00090053704993606567 -0.0021541591933705827 -0.0020868841597972108 0.001163891480692926 0.00081143466044413047 -0.0022059371300305886 -0.0022488235987286947 0.00017908807451982463 -0.0022153576430186408 -0.00016243394424045484 0.0018323191796835489 0.0020034641473685839 -0.0023521605326882319 0.00082341332269955951 -0.0012944348580815849 0.00030020313641768127 0.00011924708798709907 0.0020688877006418043 0.00063298451795958273 -0.0012357937894980457 0.00060442409844050401 -0.0021188483419750889 0.001029775687850533 0.0018472000876516431 0.00018365145511813505 -0.0021398475855215907
leaf_weight=130.46408339801383 1.1759941352411249 0.54602445302589619 3.9282559055136508 5.8491991092451006 1.9876239823352069 1.0757719716057179 1.0339341184298962 1.0837014647840977 0.70708696625661094 0.6513908738270402 0.78424030273163126 9.6676976742746756 0.88162616234512725 5.0803856259444711 1.4315179654986412 0.1582963706459849 0.2708179425826529 3.4842172675998873 2.3891468271613112 3.7707843165844661 1.041106164455414 1.639301214367151 3.0926620662212372 2.2765510138124228 2.6589668358210465 0.64418377711263053 1.7911082059144972 0.35755814425647248 0.86359469033777692 0.56275565959367668
leaf_count=1734 920 33 39 37 20 38 120 30 13 19 61 189 172 68 13 2 89 51 26 28 4 54 19 24 83 47 13 4 12 72
internal_value=0.000156923 0.000162883 0.000205598 5.99702e-05 -0.00012448 -0.0010215 5.9166e-05 -7.38799e-05 -0.000381708 -0.00108627 0.000106545 -3.08543e-06 0.000144553 -8.38632e-05 0.000260006 0.00123782 -0.00074541 0.000182728 7.14404e-05 -0.00024428 0.000498187 0.00131162 3.02255e-05 -0.000278031 7.3278e-05 -7.85889e-05 0.000148325 -0.000720754 -0.000215891 -0.000733067
internal_weight=191.35 190.174 134.392 55.7813 17.5375 2.98027 14.5572 12.5696 1.9045 1.19742 11.5356 10.4519 38.2438 12.8402 25.4036 1.86063 0.429114 23.543 20.0588 11.5291 8.52961 2.68041 9.14 6.04734 11.9586 9.29959 6.87149 2.42809 1.78391 1.42635
internal_count=4034 3114 1773 1341 523 103 420 400 65 52 280 250 818 471 347 104 91 243 192 97 95 58 71 52 299 216 81 135 88 84
is_linear=0
shrinkage=0.00196078


Tree=921
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 0 0 2 2 1 2 1 2 2 2 2 1 1 2 0 0 2 1 2 0 1 2 1 1
split_gain=0.169896 1.06205 0.998664 0.496779 0.467066 0.41298 0.520754 0.447291 0.538258 0.61151 0.407947 0.579414 0.362876 0.676409 0.496901 0.361918 0.390638 0.36832 0.579093 0.3813 0.313115 0.326875 1.2327 0.558452 0.311253 0.473129 1.08922 0.472122 1.00623 0.636211
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 37.784765830350004 0.4662734648500001 0.36533337325000009 0.48637765340000011 0.48797940185000005 43.120094701700005 42.310579034350006 0.35651627195000007 40.664404858950007 0.37286308795000006 43.832725745850006 40.040005255000004 43.89540535710001 47.709122305950011 0.39162001140000008 0.39193437325000008 48.96897326980001 0.51675099550000014 0.5216909673500002 37.903039192800001 0.38976377950000002 37.038444968100009 0.5231430197000001 0.39382054430000007 35.879804895950009 0.39736834230000012 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 15 6 10 -8 9 -9 -1 -12 -5 14 -14 20 -17 -18 -19 -20 -4 22 -22 -23 27 -26 -27 -25 -29 -30
right_child=2 -3 4 12 -6 -7 7 8 -10 -11 11 -13 13 -15 -16 16 17 18 19 -21 21 23 -24 24 25 26 -28 28 29 -31
leaf_value=0.00012850853101040887 0.00011533425794246802 0.0013238777456923605 0.0007590527631511836 -3.4441138223588843e-05 -0.0014462790235035756 -0.0004350246257071359 0.0011966963651699224 0.00040977223550817067 0.0010015128406438746 -0.00050364097283544834 -0.0026053183283130887 -8.5836521651823527e-05 -0.0006595725992690854 0.00049064700718380063 -0.0026409116185513448 -0.0020547696115904208 -0.0013531489404057908 0.0021003436216871598 -0.0020934193453992847 0.0005368960474467911 0.00095894487848815525 0.00095986894591234845 -0.0014213900691316048 0.00016632625746404954 0.00080360505597534175 -0.0011696356485228808 0.00018060840130611645 -0.0028335588837989875 0.0020757192565246225 -0.0011227317412231433
leaf_weight=88.176265968681037 1.6814498805906612 3.0528219603002062 3.2845763107761732 0.82026777532883022 0.7201669201592712 4.4282688320236039 2.7063129842281368 10.866185864899309 3.7933207713067523 3.8045482337474814 0.5047815476264067 1.1514408892107892 0.72242410125909451 0.5201281860936432 1.4910670392564496 0.54381774972352959 0.69060457497835193 0.49390497384592869 0.36269143261597492 0.50961542541881499 1.4153423781972372 3.2705695366021237 2.0450699031789554 2.5041943610758599 4.1489256918430319 2.4161821070592842 46.547806010952627 0.77441147936042376 0.39588430896401405 0.6037407207495562
leaf_count=1268 22 30 20 10 757 42 19 127 26 28 28 102 25 49 50 203 11 3 25 127 17 20 34 99 28 89 697 18 2 58
internal_value=0.000135953 0.000182361 6.35676e-05 -0.000762776 0.000124735 0.000152171 0.000175596 0.000452247 0.000343131 0.000172898 0.000110399 -0.000853721 -0.00117824 -0.00152145 -0.00199426 0.000140896 -0.000576858 -0.000186101 0.000403829 -0.000556748 0.000168587 0.000138342 -0.00044781 0.000171778 0.000126867 0.000167849 0.000113979 -0.000381915 -0.0011558 0.00014396
internal_weight=194.447 118.484 75.9628 5.23534 70.7275 115.431 111.003 21.1704 18.4641 14.6707 89.8325 1.65622 3.55389 2.73362 2.21349 70.0073 2.60063 2.05682 1.36621 0.872307 67.4067 64.1221 3.46041 60.6617 57.3911 53.1129 48.964 4.27823 1.77404 0.999625
internal_count=4034 1670 2364 156 2208 1640 1598 200 181 155 1398 130 134 124 75 1451 369 166 155 152 1082 1062 51 1011 991 814 786 177 78 60
is_linear=0
shrinkage=0.00196078


Tree=922
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 2 2 1 1 2 0 0 1 0 1 1 0 1 2 1 0 2 1 2 0 2 2 2 1
split_gain=0.253153 0.821252 0.695777 0.440335 1.19982 0.543353 0.437123 0.402143 0.383228 0.626035 0.388984 0.370697 0.628347 0.538397 1.04327 0.559853 0.395884 0.595267 0.661711 0.442966 0.323332 1.0055 0.813179 0.442014 0.402306 0.322626 0.258734 0.237513 1.6427 0.427846
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 43.89540535710001 47.709122305950011 0.39162001140000008 0.39193437325000008 48.96897326980001 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5216909673500002 0.38976377950000002 0.39019789825000006 0.5231430197000001 0.39408999735000005 40.750688432250008 0.39591628995000006 0.53475943835000017 36.728658719300007 0.39814676205000005 37.198331469900005 0.53866650695000018 50.205949521800008 41.50623664750001 41.535369675400013 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 -2 -5 11 -8 -9 -10 -11 -4 -13 -14 -15 -16 -17 -18 19 -19 -20 22 -22 -23 -25 -26 -12 -1 -29 -30
right_child=2 -3 6 5 -6 -7 7 8 9 10 26 12 13 14 15 16 17 18 20 -21 21 23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0002607092358006406 0.0010297728125158536 0.001244706195839797 0.00077276645991179163 -0.0021703542227732367 -0.0018219209795286176 -0.00042294160449834599 -0.002063713448952436 -0.0014571402467755104 0.0020861567217907375 -0.0021085849922868717 0.0011954754495330045 -0.0014208262665440445 0.00078650768924557043 -0.0021646033379871497 0.0021609747790111381 -0.0011604295549352756 0.00090196768255919487 -0.00038392407607930676 0.00071691484594998077 -0.0020430085163406237 0.0007950849649432961 -0.0015193402524170683 -0.0020457243914207526 -0.00095449179993334452 0.00061513450619893762 0.00012747978919338643 -0.0019830691203555234 -0.0026046166131562464 0.00015977021610202031 -0.00079040729727483444
leaf_weight=62.314465430519704 1.5390787441283458 2.841223530471324 3.3878420069813719 1.1839919199701401 0.89834045425232023 1.6205654395034796 0.60865775431011515 0.69149682018905911 0.50210486538708188 0.39462561122491024 0.41762682452645095 1.0181280934193626 4.488466164097189 0.78410731605254014 0.50837415456771751 0.95090183615684409 3.4718153919093302 2.9345534031745042 3.2993470169603816 0.78402041608933348 0.52876128035131742 0.60677862726151843 1.4490901706885777 1.1986410976733157 6.0888220816850653 36.385268200709106 0.12883256432996859 0.86009751260280509 52.225803345412714 1.8878150535019802
leaf_count=752 13 30 20 44 62 37 299 11 3 44 43 18 33 18 2 6 27 46 24 62 13 12 131 315 32 849 200 12 769 107
internal_value=0.000147064 0.000203066 5.83926e-05 -0.000630848 -2.12536e-05 -0.00116064 0.000109547 -0.000657794 -0.000256928 0.000318147 -0.000625154 0.000140557 0.000107349 0.000131859 8.20482e-05 0.000112313 9.42626e-05 0.000115287 6.40213e-05 -0.000733724 0.000123881 8.15828e-05 -0.00128626 0.000142681 0.000165772 0.000197387 0.000446106 0.000177833 8.38903e-05 0.000126622
internal_weight=196 120.129 75.8702 5.24198 2.43742 2.80456 70.6283 2.74334 2.13469 1.44319 0.941085 67.8849 64.4971 63.4789 58.9905 58.2064 57.698 56.7471 53.2753 3.71857 49.5567 46.2574 1.97785 44.2795 43.6727 42.4741 0.546459 117.288 54.9737 54.1136
internal_count=4034 1670 2364 156 75 81 2208 600 301 290 287 1608 1588 1570 1537 1519 1517 1511 1484 108 1376 1352 144 1208 1196 881 243 1640 888 876
is_linear=0
shrinkage=0.00196078


Tree=923
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 2 2 1 1 1 0 2 0 2 0 0 0 0 2 0 1 1 0 1 0 2 0 1 2
split_gain=0.0483405 0.727397 0.633286 0.518377 0.0612468 0.174159 0.346394 0.287502 0.390169 0.552394 0.140132 1.14796 0.554201 0.587646 0.221512 0.191804 0.137964 0.111932 0.0927524 0.716364 0.344155 0.271344 0.22901 0.333897 0.406275 0.217315 0.250034 0.470339 0.411599 0.393651
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 48.86568841230001 48.457543166250012 47.709122305950011 44.262924377150007 0.35862698720000002 0.34566330350000002 0.31100865245000009 0.39672464895000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.5054040298000001 0.55832160710000012 0.47883296910000012 42.719328117250008 0.4784437592000001 0.34398670700000006 0.34536391125000004 0.47700667645000011 0.34551360740000009 0.47976108500000009 43.631818398850008 0.49094338495000006 0.34467530910000005 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 18 9 -9 -6 -12 -13 -14 -15 16 -16 -17 19 20 22 -21 -2 24 -24 -20 28 -28 -27 -29
right_child=4 -3 -4 -5 10 -7 -8 8 -10 -11 11 12 13 14 15 17 -18 -19 25 21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.10527678363704894 0.00016734232134961894 -0.1289105690131532 -0.10593951032097422 0.081544951935099419 0.030828531174126306 -0.030597085041360661 0.055114394273961899 -0.10665039141298233 -0.10557803039903835 0.043440644091237351 -0.26172672027668981 0.061594611742827224 -0.12585979073454526 0.1013256124098527 0.047051509362097413 0.10516454798056787 -0.10418622264325959 -0.10043950440868905 0.019019401929362727 0.0091835445353345597 -0.034901590843546673 -0.089635554672318651 0.022081037240262419 0.043274774786327144 -0.10641086416034247 0.045898561000276492 0.070304483186057407 0.096345855060515601 0.00070271094229836146 -0.013841307059383374
leaf_weight=0.17476793344030628 19.873390382796071 0.42610395804877033 0.31702764332294453 0.98899463843554258 2.3550806492567053 1.6318714177468781 1.229430516847059 0.3608534515951749 0.58064357987041137 0.76516031147912145 0.16068517789244685 1.2163805000309369 0.44119791872799374 0.23145959561225027 0.081776667386293411 0.14121276140213013 0.22986250211579318 0.032589166723482776 8.3200406404212099 0.3570561097440067 2.4265165864489964 1.2528966574445801 0.73415323626249918 3.0189751363359392 0.37014089967397013 2.0500892587006083 1.539464633911847 0.37565755617106367 117.7541316241344 2.3682323975299369
leaf_count=123 401 46 10 12 9 21 39 49 273 17 3 12 9 5 2 1 83 164 73 22 28 129 5 30 72 12 10 10 2188 176
internal_value=0.00205869 -0.0137745 0.0193564 0.053489 0.0022364 0.00190954 0.00223423 0.00183328 -0.0389939 -0.00465901 0.0132654 -0.00305024 0.0144548 -0.0350572 0.0208248 -0.0175582 -0.0645002 0.0666122 0.00226757 -0.00295791 0.000987985 -0.0677194 0.0046171 0.0260641 -0.0209873 0.0033739 0.00232488 0.0260648 0.0014761 0.00124408
internal_weight=171.806 1.90689 1.48079 1.16376 169.899 165.009 163.377 162.147 1.70666 1.12601 4.89024 2.53516 2.37448 1.1581 0.716901 0.485441 0.311639 0.173802 160.441 28.0331 26.4232 1.60995 23.9967 4.12327 1.10429 132.408 124.088 4.28335 119.804 2.74389
internal_count=4034 191 145 135 3843 3555 3534 3495 339 66 288 279 276 264 255 250 85 165 3156 687 536 151 508 107 77 2469 2396 196 2200 186
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 2 0 1 1 0 2 2 2 1 1 1 1 1 0 1 1 1 2 0 1 2 0 0 2
split_gain=0.0489275 0.406446 0.163084 0.414751 0.391861 0.170262 0.610878 0.197617 0.399698 0.260562 0.264444 0.389144 0.345833 0.165516 0.194828 0.857082 0.685603 0.580601 0.262921 0.260401 0.491665 0.60531 0.239853 0.313521 0.240378 0.29937 0.244919 0.374915 0.25206 0.214149
threshold=40.467253020850002 40.413896136950008 40.844669808050007 40.890797847750008 40.94178426300001 0.54499865270000014 40.636252116050009 0.53749887730000012 0.3459626957000001 0.34515433670000012 0.48200652675000005 40.563919884450009 40.750688432250008 40.984321400500008 0.41911918805000009 0.42114008565000011 0.40301188585000008 0.40509266190000009 0.42209814075000007 0.54300769440000007 0.42651417625000004 0.42922367590000005 0.43287626120000006 41.147265497500008 0.55677973715000018 0.43639411995000005 42.536568606950006 0.56719858685000013 0.57294691775000006 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 7 -7 8 9 10 11 -2 -13 -6 16 -16 -15 -18 -17 29 -21 -22 -23 -24 -25 -26 28 -28 -27 -20
right_child=2 -3 3 4 13 6 -8 -9 -10 -11 -12 12 -14 14 15 18 17 -19 19 20 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.0028600279846330927 -0.011119023611397221 0.059003564429825309 0.049269299665846644 -0.060170658483867268 0.038082655730001344 0.015936924944656383 -0.088778901406807123 0.024562315579989943 -0.053101192651294739 0.020792694433000657 0.03038202946042852 -0.1600782414252209 0.0077158625011312645 0.00082910438026522382 0.10133100585984288 -0.11870877388096263 0.012815169205466917 -0.11667436173594939 0.018405648956230768 0.076440375112287406 -0.12146507418075272 0.068978387013424597 -0.11364712758637135 0.053754491329981863 -0.10963565976676173 0.051387571802492919 -0.11142774427440448 -0.00035725476018309116 -0.032744453685076488 -0.11481515860012059
leaf_weight=66.201667002047316 1.2715447843074783 1.3150595622428216 1.8115732520818699 1.0371307880341181 1.230031681829131 1.1328309897216962 1.0961560366267802 1.8397558853030203 1.7967151461270985 3.0551132783293724 0.68892741203308094 0.40906298864865664 0.17554469738388434 77.312364428895307 1.0206693420186628 0.17063707392662575 0.55496330066671251 0.92077339437946648 0.19833693360851601 1.0070613886637145 0.37803247437113885 0.59994149141130027 0.22340969590004522 0.91913506216951635 0.24623689544387151 1.4168341490440068 0.36481120003736611 1.8202521427433564 0.47566128774997185 0.30810465033482615
leaf_count=1484 6 15 22 16 15 17 33 8 31 17 3 67 4 1432 12 8 8 80 7 16 7 7 15 21 8 22 18 402 143 90
internal_value=0.00185942 0.00395357 0.000493095 0.00189443 0.000943002 -0.0107531 -0.0355595 -0.00476687 -0.0120616 0.00110516 -0.0225278 -0.0421657 -0.109693 0.00165383 0.00114428 0.014957 -0.000459697 -0.0679787 0.00411126 0.00674485 0.0114608 0.00130638 0.00895712 0.00236967 0.00731333 -0.00255894 0.00390724 -0.0189012 0.0302418 -0.0626421
internal_weight=170.998 67.5167 103.482 92.016 90.2044 11.4657 2.22899 9.23666 7.39691 5.60019 2.54508 1.85615 0.584608 89.1673 87.9372 9.14912 78.7881 1.47574 8.12845 7.95782 7.45138 6.44431 6.06628 5.46634 5.24293 4.3238 4.07756 2.18506 1.8925 0.506442
internal_count=4034 1499 2535 2349 2327 186 50 136 128 97 80 77 71 2311 2296 776 1520 88 764 756 659 643 636 629 614 593 585 420 165 97
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=0 2 2 1 0 2 0 1 2 1 2 2 1 0 0 0 0 1 1 0 2 0 0 0 2 2 0 1 0 2
split_gain=0.244036 0.138342 0.373385 0.555751 0.242473 1.03582 0.753219 0.54804 0.544879 0.494007 0.338457 0.834929 0.675413 0.465449 1.04005 0.447326 0.302904 0.306001 1.22684 0.586573 0.866589 0.550188 0.341881 0.669713 0.320858 0.230891 0.17857 0.564413 0.287138 0.635547
threshold=0.57619532350000013 42.388109226950007 42.47354681640001 0.34641178410000012 0.48244064550000004 42.686561923500008 0.48351845755000006 0.34518427590000006 42.779078631750004 0.34503457980000002 43.157831852650006 42.67709657435001 0.37078231190000005 0.50339810185000011 0.51675099550000014 0.54300769440000007 0.48119816770000007 0.34569324270000007 0.34623214870000002 0.47997065955000012 44.262924377150007 0.47769527860000011 0.45994131915000008 0.45798030000000006 44.756878345700009 48.96897326980001 0.47396784530000008 0.34398670700000006 0.44284602260000011 38.400997490450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 -3 5 7 9 -4 -7 -6 11 -8 -12 -13 -15 -16 17 19 -19 20 22 24 23 -10 -20 -22 27 28 -1 -30
right_child=-2 2 4 -5 6 8 10 -9 16 -11 12 13 -14 14 15 -17 -18 18 21 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00056267421628737916 -0.00073503841756353326 -0.001303264871789295 -4.5299592909188619e-05 0.00023243794707142893 0.00029005835686741278 0.0009521692679150428 0.0003744234082039319 -0.0022394695827049199 -0.0020781708825405054 0.00205709239040942 0.00095143576002878225 -0.001281242355871279 -8.7520496921783035e-06 0.0013559559591324131 -0.0024766473155237957 -2.7706391757773311e-05 -0.00098744874557709066 -0.0025506676377023562 -0.0021184189288959024 0.00098692585040018456 0.00043440262631980057 0.0017475230329023136 -0.0021519476535585272 0.0021597249831689278 0.00031914889667298136 -0.00022164310896646846 0.000189685736166057 -0.0022545639098024432 0.00033986167492897176 -0.001367411133809949
leaf_weight=2.2492037686297399 1.2211476199584002 1.8494132645355414 0.68912717921193944 1.7760462849400935 1.1046835929155379 2.4242208655050517 5.6796405096538383 1.1993357511237261 0.33102873731695825 1.3536440543830393 4.4514408782124502 2.6747557241469622 7.6688079291270697 1.0428706970997157 0.62104922466096446 0.53276737174019217 1.2112122457474459 0.82270371669437681 0.33515300701765205 2.5796827971935263 5.3176290077390131 0.67177729401737452 0.94293739469139837 0.25289300084114075 0.54558810079470277 3.3693766258656979 137.67978572478751 0.45418968663216208 2.1211668420583014 1.3861045961966736
leaf_count=190 920 33 18 18 4 22 47 32 81 53 35 33 469 10 26 21 10 27 32 18 87 6 78 1 58 33 1448 151 24 49
internal_value=0.000138749 0.000144268 5.47953e-05 -0.000550952 0.000102722 -5.44619e-05 0.000232153 -0.00143879 8.45626e-05 0.00126305 0.000120369 -0.000136404 0.000343899 -0.000731981 -6.31834e-05 -0.00134586 -4.38423e-05 3.15038e-05 -0.000614834 0.000151502 -5.94989e-05 0.000410994 -0.00142181 -0.000242764 -0.000608432 0.000179946 0.000175015 -0.00015021 1.58252e-05 -0.000334868
internal_weight=194.559 193.338 49.4478 3.62546 45.8223 20.6927 25.1297 1.88846 18.8042 2.45833 22.6713 10.5511 12.1202 4.87144 2.19669 1.15382 16.38 15.1688 2.37522 12.7935 10.2139 1.55252 1.52686 0.583922 0.880741 8.68701 143.89 6.21066 5.75648 3.50727
internal_count=4034 3114 1252 51 1201 503 698 50 453 57 641 137 504 90 57 47 431 421 123 298 280 96 160 82 90 120 1862 414 263 73
is_linear=0
shrinkage=0.00196078


Tree=926
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 0 1 2 2 2 0 0 2 2 1 0 2 2 1 0 0 0 2 1 0 1 2 2 1 2
split_gain=0.296123 0.781754 0.768323 0.433093 0.366831 0.483562 0.432275 0.354913 0.665292 0.992075 0.348598 0.694224 0.566385 0.531021 0.499437 0.522548 0.521279 0.513371 0.270883 0.957433 0.614536 1.28135 0.803857 0.478976 0.416461 0.627251 0.775175 0.642846 0.414916 0.301201
threshold=0.37078231190000005 0.51401155655000019 0.36945001650000003 37.784765830350004 0.51675099550000014 0.52005927965000021 0.4662734648500001 41.898943182100005 42.536568606950006 47.927946529500012 0.48637765340000011 0.48797940185000005 43.120094701700005 42.310579034350006 0.35862698720000002 0.49336846205000007 36.957836847500012 41.535369675400013 0.38906020780000011 0.5223196910500002 0.52432561900000019 0.52688542260000015 39.051326806600009 0.38552737940000009 0.53544804050000006 0.39542229275000007 43.631818398850008 36.728658719300007 0.39408999735000005 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 -3 -6 18 -5 -9 -10 -1 -12 13 14 15 -13 -16 -17 23 -20 22 -22 -21 -7 25 28 27 -27 -23 -28
right_child=1 4 -4 7 5 6 -8 8 9 -11 11 12 -14 -15 16 17 -18 -19 19 20 21 24 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.00012722250661028462 0.00014091272781768577 0.0007467850457704363 0.0012297824717929743 -0.0018329342563903168 -0.0012645184386979851 -0.00026829891202056409 -0.0014414486408992103 0.0012621865797417659 -0.0025223209499292457 0.0012971774304754947 0.0012995485031135471 0.00022763156667061815 0.0009759590871772552 -0.00051440941211472555 0.00026838681029236702 0.0020290052855009826 -0.00084165935255057481 0.00037902371123666964 -0.0013615997905397086 -0.00028857762715000563 -0.0021303556679731885 -0.00044558588337570491 0.0012685174117025009 0.0010063770498892918 0.00015715652164671181 0.000228269478314808 0.0022383939991438514 -0.0021118540378308724 0.00096240427257118343 -0.00061663285572239484
leaf_weight=91.786214960908183 1.5379454738285847 3.2468030641903161 2.763471756130456 1.4744404628581835 1.0249583166187211 1.7637669128889673 0.69868405094484742 0.54904383048415173 0.84211559891991761 0.37917378386555356 2.8410892449319389 4.0071935523301425 3.6882260451093307 3.8474721051752558 6.2498967004939896 1.6746104396879675 2.1986570246517658 1.2784908339381216 1.7371394836591196 1.9469045494915906 1.016350121835784 1.7166242462117218 3.691918622906087 3.1710660844109952 45.872205337916057 0.60267040180042464 0.328527271747589 1.7972144085215402 1.5146979130804537 0.250313271448249
leaf_count=1401 22 28 30 57 27 26 757 6 62 9 20 36 28 30 43 38 35 9 29 17 109 39 47 28 868 12 1 97 10 113
internal_value=0.000147522 5.09632e-05 0.000207833 -0.000716135 0.000103092 7.19606e-05 9.26817e-05 -0.00112235 -0.000530541 -0.00133648 0.000183813 0.00038525 0.000272038 0.000137214 0.000299919 0.000688841 -2.04923e-05 0.00131468 0.000109069 7.30234e-05 0.000115452 5.00939e-05 0.000730903 0.000550793 9.26439e-05 -0.000383896 -0.00103295 -0.00152419 0.000214416 0.00100377
internal_weight=195.498 75.1626 120.335 4.78272 70.3798 67.133 66.1081 3.24477 1.77033 1.22129 117.572 25.7856 22.9445 19.2563 15.4088 6.96029 8.44855 2.9531 65.4094 60.4746 58.7374 53.0986 5.63882 4.93483 52.0823 6.21005 2.97873 2.39988 3.23132 0.578841
internal_count=4034 2364 1670 156 2208 2180 2153 134 77 71 1640 239 219 191 161 83 78 47 1396 1342 1313 1249 64 54 1140 272 223 109 49 114
is_linear=0
shrinkage=0.00196078


Tree=927
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 0 2 2 2 0 0 0 1 2 2 2 1 2 1 1 0 0 1 1 2 0 1 1 2
split_gain=0.26209 0.22381 0.388102 0.275013 0.766896 0.802052 0.420117 0.423907 0.767328 1.05749 0.42111 0.360324 1.52145 0.543391 0.575258 0.544219 0.354547 0.353684 0.405755 0.52613 0.600167 0.408181 0.570914 0.309406 0.302675 0.393623 0.285676 0.258422 0.566561 0.396741
threshold=0.57619532350000013 42.094663496250007 42.066503896600004 0.47997065955000012 0.4778150355000001 42.753078181500008 0.47769527860000011 47.927946529500012 42.719328117250008 42.686561923500008 0.37331217625000007 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 48.96897326980001 0.36491422415000008 43.752965619700007 0.34515433670000012 0.3453938505000001 0.48351845755000006 0.48119816770000007 0.37347684200000003 0.40099098830000007 47.709122305950011 0.49485045360000007 0.42114008565000011 0.43639411995000005 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 -3 -10 13 -13 17 -15 -16 -9 18 19 -5 -21 22 -22 -19 25 -14 -23 -26 -29 -30
right_child=-2 3 -4 11 5 -7 -8 16 10 -11 -12 12 24 14 15 -17 -18 23 -20 20 21 26 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.00017460074425038654 -0.00079521132896678511 -0.00048596403641964255 0.0011294594215110361 0.00096654555044165414 -0.0024248615402998009 -0.00035143343948927484 0.0015174842952649004 0.00066139053993260121 0.0006289912487583804 0.0022190562314350995 -0.0014819672994525141 -0.0022528544511626041 -0.0010953663298670564 0.0018056235099277685 0.0019925744081449198 -0.0023399569915317103 -0.00019484108970889302 0.00016924965489626559 0.0010411985810268314 -0.00085949908066321429 3.6821538054069097e-06 -0.00029266436036141713 0.0013978650604348096 -0.0012268093279976318 0.00060917145164440453 0.00030285717448047143 0.00045579154979949482 -0.0011038479760273362 0.0012363508761827459 -8.9725092218936777e-05
leaf_weight=140.87464478865695 1.1480463162963577 1.9312862525039238 1.655777448992011 2.7214957699179783 1.0585169945843511 2.2249305383302271 0.69760975241661149 3.9742593616247177 0.42749595781788263 0.78006958961486805 2.4204248979694967 1.1810242876526889 1.6947927549481385 1.5757479664389387 0.18166667269542802 0.28846662650357757 3.4938588552176952 1.2320683744037517 2.3108507338911286 2.4477171674370757 2.3420592630282036 5.9852418452501279 2.180707223713398 1.2095471470383925 4.2236011354543717 1.4248840743675826 2.9158256873488426 1.4149767874623647 1.2863567136228087 2.6634392870037118
leaf_count=1758 920 66 15 10 37 31 5 20 11 3 316 172 35 13 2 89 34 23 22 18 21 39 57 33 52 43 20 37 13 119
internal_value=0.000138957 0.000144351 0.000185693 3.96663e-05 -0.000168615 -0.00101986 3.50299e-05 -4.43547e-05 -0.000454307 0.000292283 -0.0011651 0.000129852 -0.000124067 0.000268746 0.0012377 -0.000665801 0.000260814 0.000183831 0.000266314 0.000170007 3.34239e-05 0.000196241 0.000675905 -0.000522341 7.37726e-05 -0.00045674 -4.7484e-05 0.000246381 -3.9239e-05 0.000342147
internal_weight=199.967 198.819 142.53 56.2889 17.0085 3.28345 13.725 13.0274 5.55928 2.71136 2.84792 39.2805 13.8891 25.3914 2.04588 0.470133 7.46812 23.3455 20.9039 18.593 15.8716 13.4238 4.52277 2.44162 12.7081 3.11968 8.90107 9.58837 5.36477 3.9498
internal_count=4034 3114 1773 1341 523 68 455 450 396 69 327 818 471 347 104 91 54 243 187 165 155 137 78 56 299 78 59 221 169 132
is_linear=0
shrinkage=0.00196078


Tree=928
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 0 2 2 2 0 0 0 1 2 2 0 0 1 1 2 0 1 2 2 2 0 0 0 0 0
split_gain=0.260853 0.258626 0.325121 0.75244 0.872482 0.522161 0.416546 0.763946 0.844252 0.434287 0.403283 1.29162 0.444255 0.659328 0.572806 0.366742 0.46855 0.316297 1.03207 1.03141 1.11858 0.724339 0.867508 2.24522 0.571754 0.461131 1.58675 0.406261 0.716004 1.16972
threshold=0.57619532350000013 42.094663496250007 0.47997065955000012 0.4778150355000001 42.753078181500008 0.47769527860000011 47.927946529500012 42.719328117250008 42.67709657435001 0.46989611090000011 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 0.45798030000000006 0.37331217625000007 0.34515433670000012 0.34524415440000006 41.646178195200001 0.47754558250000007 0.34494476210000008 41.360869295700006 40.633548727200008 42.006870117350005 0.48351845755000006 0.4815274992000001 0.47997065955000012 0.47943175355000006 0.4784437592000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 5 -5 6 7 8 -3 15 12 -12 -4 -14 -15 16 -9 19 -19 21 -21 25 23 -23 -20 26 27 28 29 -1
right_child=-2 2 10 4 -6 -7 -8 9 -10 -11 11 -13 13 14 -16 -17 -18 18 24 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023274265531618364 -0.00072838501634477678 -0.00043772697790082395 0.00018663833928875002 -0.0024770946430501027 -0.00035909233169828932 0.0015737389731319859 0.00021433862367428535 0.00049096677739274503 0.0019659328568762476 -0.0020679904431980473 -0.0022793003939564935 1.3492429250501664e-05 0.0018309098471805448 0.0020107697387753542 -0.0025750065437102473 0.00081381951469095134 -0.002024941745604315 0.0010330331065495171 0.00014840366208341741 -7.8410648072008401e-05 -0.0027736182193388403 0.00028036803525265927 0.00058708767356651086 -0.0032706909198306584 0.00091790275911581454 -0.00061413699253989353 0.0017856597469086319 -0.0010550297760323507 0.0012183776783053816 -0.0016135078757002137
leaf_weight=12.139062904399923 1.3775046473851933 1.9355306435973036 23.727828201255765 1.0906581277959042 2.3784220907837152 0.76240804791450578 7.3186961654573679 0.44060807954520009 0.79156408458948124 1.2313437179254831 1.0210544330038818 12.622329189729497 1.4261206402952655 0.16555232391692687 0.28501128219613747 0.52983416290953744 0.80373731221698108 5.6764699623163315 105.38999604448145 1.3746276481178932 1.0398909235373137 1.5544927095288579 1.4513984769582746 1.2232043761759994 3.8479246008209875 2.1588787510991088 2.5417421758174887 1.0531773418188084 2.2841496393084517 1.4802327156066883
leaf_count=285 920 65 243 37 31 5 54 11 4 106 172 299 13 2 89 15 195 38 1233 39 11 13 7 60 31 19 9 6 10 12
internal_value=0.000121948 0.000127812 1.5512e-05 -0.000208572 -0.00102498 -3.5455e-06 -9.56845e-05 -0.000491483 0.000259957 -0.00117331 0.000114187 -0.000158097 0.000259275 0.00117765 -0.000890037 -0.000552372 -0.00113409 0.000172139 0.000217869 -1.35426e-05 -0.00123919 0.000100778 -0.00064146 -0.0012834 0.000175509 0.000245718 0.000340922 0.000124361 0.000202464 3.20803e-05
internal_weight=201.123 199.746 56.5307 17.2828 3.46908 13.8137 13.0513 5.73262 2.72709 3.00552 39.2479 13.6434 25.6045 1.87668 0.450564 1.77418 1.24435 143.215 114.914 28.3009 2.41452 25.8863 4.2291 2.7777 109.238 21.6572 19.4984 16.9566 15.9034 13.6193
internal_count=4034 3114 1341 523 68 455 450 396 69 327 818 471 347 104 91 221 206 1773 1302 471 50 421 80 73 1264 341 322 313 307 297
is_linear=0
shrinkage=0.00196078


Tree=929
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 0 0 1 0 2 2 1 2 0 2 1 2 2 1 0 1 2 0 2 1 0 2 0 1
split_gain=0.169251 0.173131 0.220515 0.124261 0.485697 0.274945 1.17533 0.387201 0.315908 0.541061 0.317279 0.824598 0.701623 1.27731 0.486968 0.92355 0.668868 0.47752 0.351115 1.47498 0.328282 0.319765 0.820505 2.23773 0.26578 0.247089 0.233747 0.286423 0.424767 0.30966
threshold=0.57537199485000012 0.44521122120000006 42.402981339000007 0.47883296910000012 0.4784437592000001 0.35651627195000007 0.4871261339500001 0.49649711085000009 0.34829795515000012 0.49094338495000006 41.481306584950012 41.681597818500002 0.34569324270000007 42.719328117250008 0.48537468940000006 40.844669808050007 0.34488488370000009 43.120094701700005 40.563919884450009 0.34560342505000002 0.48306936920000004 0.34608245260000009 42.283941020600004 0.48244064550000004 42.824128352900011 0.36006406990000012 0.49787431515000008 35.419594101850009 0.50008981770000005 0.36945001650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 7 -7 8 9 10 14 -12 13 -13 16 -16 -5 -15 -18 -20 21 22 -14 -24 -9 -8 -27 28 -28 -29
right_child=1 2 -4 5 -6 6 25 24 -10 -11 11 12 20 17 15 -17 18 -19 19 -21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=0.00010963957719117463 0.00053326451434209071 -0.0019847224199458537 -0.00011961658736223828 0.00082579044612440702 -0.00073364115510593996 -0.0019220805671251047 0.00092434392623327638 0.0014483057096769066 -0.00040179114033062291 0.001156395192592973 -0.0010070315186141621 -0.00098420703573401792 0.0011188018308769339 0.00077968001361540236 0.00022274654490502896 0.0020447168444690032 0.0003688205903882298 -0.00015211470800450386 -0.00099130572397595042 0.00062585364280708111 0.0001898128589774102 0.0013594999767950382 -0.0028573145876629167 0.0019695494025105675 0.00029302416647998585 -0.00080079560352790103 0.001434442168898106 -0.00033369796649766325 0.00024653207846258901 0.00012864300175749498
leaf_weight=38.97102761086353 0.40818163211406389 0.45544213783568921 0.52427384609472938 5.9495335668325486 2.815633605234324 1.0884235425764917 1.473196169361471 1.7609275374561542 2.8353202491998664 2.5237570181488982 2.4332919344306019 4.4852877478115287 2.7131233066320402 4.1966382376849634 2.5817262157797805 1.8262968659400938 7.4542412497103241 4.2619222477078438 4.4956617094576341 4.1888072565197945 6.5117672458291054 2.5216290131211281 0.82283811643719651 0.66988752223551273 1.3545201309025285 1.0595482435237489 1.50496645271778 6.0335371806286267 5.0095456202689093 72.424815761058198
leaf_count=999 49 560 324 27 31 21 23 31 19 10 21 46 10 33 19 29 41 25 36 17 31 27 9 50 18 36 13 51 79 1349
internal_value=0.000142646 -0.000539643 -0.000986651 0.000147528 5.28183e-05 0.000173534 0.000102926 0.00027191 0.00023718 0.000268613 0.000227959 8.48035e-05 0.000186272 -0.000138345 0.00038257 0.000977611 0.000263821 0.000310187 5.66515e-05 -0.000211296 0.000503646 0.000807416 0.000476412 -0.000691172 0.000946018 0.000128113 0.000114479 0.000125892 0.00052096 9.30885e-05
internal_weight=195.356 1.3879 0.979716 193.968 41.7867 152.181 88.594 63.5872 60.4717 57.6364 55.1127 28.6164 26.1831 12.9438 26.4963 4.40802 22.0882 8.45856 16.1387 8.68447 13.2392 6.72748 4.20585 1.49273 3.11545 87.5056 86.0324 84.9729 6.51451 78.4584
internal_count=4034 933 884 3101 1030 2071 1572 499 450 431 421 252 231 104 169 48 121 58 94 53 127 96 69 59 49 1551 1528 1492 92 1400
is_linear=0
shrinkage=0.00196078


Tree=930
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 0 1 2 2 2 0 0 1 0 1 2 2 2 0 0 0 2 0 2 0 0 2 0 0
split_gain=0.263856 0.180326 0.252972 0.659506 0.307066 1.04669 0.874366 0.545417 0.504659 0.485484 1.41834 1.07717 1.01752 0.800413 0.514792 0.450503 0.419344 0.99525 1.16732 0.888043 0.510106 0.419196 0.498694 0.340039 0.311001 0.320306 0.653203 0.482448 0.496211 0.315471
threshold=0.57619532350000013 42.310579034350006 42.47354681640001 0.49649711085000009 0.48244064550000004 42.686561923500008 0.48386275860000011 0.34584293880000011 42.779078631750004 43.157831852650006 42.67709657435001 0.50339810185000011 0.51675099550000014 0.37078231190000005 0.54300769440000007 0.34527409360000011 47.927946529500012 42.824128352900011 43.047778594550003 0.48098859315000003 0.47769527860000011 0.46989611090000011 45.048573272350005 0.50410167360000013 43.680097826700013 0.50889194935000015 0.53866650695000018 48.86568841230001 0.53158588065000012 0.54386096225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 15 7 -6 -7 10 -8 -12 -13 -11 -14 -4 17 -10 -19 20 21 22 -20 -15 -25 -26 27 -27 -29 -28
right_child=-2 2 4 -5 6 8 9 -9 16 13 11 12 14 23 -16 -17 -18 18 19 -21 -22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=0.00017763175741803417 -0.00077147846588662456 -0.0010798978991994972 -0.0003119800525804509 0.00027803577069524204 0.00043610937713550496 0.00090715167957452765 0.0004280303953458242 0.0020613106853576936 -0.002950637785143124 0.0010110832997978101 -0.0020158509498631552 0.0013861110521712371 -0.002479184221944345 -0.0022323561965062258 2.4434820763754152e-05 -0.0022483412699497466 0.00027467632700860716 0.00087314296414062588 0.00027452725615014319 -0.002847793200774649 0.00013999564418497537 -0.002087411345439257 -0.0019998543653955221 0.00056576356337506096 0.0013600251955237623 -0.0022057620299350518 0.00057423535433411617 -0.0025427648073690222 0.0015795590578404934 -0.00092045520726146432
leaf_weight=141.61651499253276 1.2257384002075458 2.5703453028618233 0.77575615415117027 2.9569264184683561 1.6986837908625632 2.3401941208285306 5.7407509400509316 1.4905599914491174 0.52900315151782962 4.5756933190859836 2.2160779889672995 0.9991613237652931 0.64926393274799898 0.25890545845686563 0.61471324320882559 1.1419133213348684 7.8338404223322859 2.7876057944231416 1.1549374205205825 0.63558311760425557 3.0635982295498252 0.93926445418037463 0.54582232725806523 2.8316723750904202 0.42720833425119042 1.0358119082620758 1.9506307485280561 0.17203840199181275 0.32311236765235662 0.75226485524399311
leaf_count=1834 920 44 22 35 7 22 47 53 10 35 30 10 26 36 21 28 55 46 107 6 34 81 92 42 8 165 19 53 5 141
internal_value=0.000135404 0.000141116 4.35651e-05 -0.000353444 8.9778e-05 -8.17528e-05 0.000234723 0.00119568 5.2018e-05 9.8798e-05 -0.000217197 -0.00104415 -9.26483e-05 0.000360773 -0.00126159 -0.00146502 -6.24027e-05 -0.000335878 -0.000184322 -0.000649333 -0.000404347 -0.00103603 -0.000455387 -2.30965e-05 5.32427e-05 -0.000258122 -0.000421398 -0.00144473 0.000147272 0.000158236
internal_weight=195.854 194.628 53.0113 5.52727 47.4841 21.7475 25.7365 3.18924 19.8298 22.5473 10.22 4.47922 2.26314 12.3273 1.26398 1.91767 17.4897 9.65581 9.12681 6.33921 5.70362 2.64002 1.70076 7.75164 7.49274 4.66107 4.23386 1.53096 0.495151 2.7029
internal_count=4034 3114 1280 79 1201 503 698 60 453 638 134 87 57 504 47 50 431 376 366 320 314 280 199 469 433 391 383 223 58 160
is_linear=0
shrinkage=0.00196078


Tree=931
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 2 1 0 0 0 2 1 1 0 1 1 0 0 1 2 0 2 2 2 0 0 1 1 0
split_gain=0.0511064 0.213479 0.0498418 0.433983 0.0978932 0.174439 0.0876573 0.106717 0.229779 0.285794 0.0737191 0.243717 0.0717509 0.0597291 0.437426 0.232043 0.586515 0.573448 0.420876 0.488937 0.849647 0.378445 0.535852 0.672036 0.290312 0.264908 1.06557 0.214531 0.845433 0.446896
threshold=0.30910751175000006 0.37331217625000007 33.151194885250007 0.38906020780000011 0.53043322055000008 0.5681267027500001 34.883496062400006 0.38780276035000005 0.53749887730000012 0.54797760550000019 0.50278434775000014 34.19870408380001 0.38552737940000009 0.35862698720000002 0.49830843385000007 0.36945001650000003 0.37078231190000005 0.51401155655000019 0.50889194935000015 0.37473428940000003 47.927946529500012 0.50086823750000009 38.969453495950006 47.927946529500012 40.137820134150012 0.51675099550000014 0.52005927965000021 0.38976377950000002 0.39019789825000006 0.5231430197000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 -6 7 10 -9 -10 11 -4 -2 14 -8 21 -17 18 19 -18 -21 22 -15 -24 -20 -19 -27 -28 -29 -30
right_child=2 -3 6 4 5 -7 13 8 9 -11 -12 -13 -14 15 -16 16 17 25 24 20 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=0.022022678269045828 -0.054902960351253839 -0.10222702466995509 -0.039502259214750479 0.1049266175526582 -0.10586279344420141 0.098330090721249305 0.0029886926190135603 -0.10974901023968769 0.10346487431147336 -0.10243252807591273 0.046851706844806364 0.061481723132205041 -0.13496436345643031 0.017581794773220694 0.057301407049983558 0.052158525631479574 0.025895843279587695 0.033849440504511906 -0.039373165664309533 -0.12698702286265287 0.068284241307080301 -0.043311379222574241 -0.087219676674008442 0.085920484822873747 -0.13199029089864578 -0.12477653806653687 0.023743687351521582 -0.082262085823089443 0.039838343128329519 0.00055768892709051881
leaf_weight=0.34709941141772915 0.29662786593325918 0.2298537842798396 0.49224861634138495 0.20629744231700897 0.079136087122606114 0.088764725150554113 91.65341947095294 0.18409090279601503 0.19515100866556168 0.10299273123064268 1.1838854067027567 0.46451725228689611 0.17978438176214695 4.319262055680154 1.5072508705779899 2.2612958531826726 1.4052602360025046 2.613107042721821 0.73800014646258183 0.70050061775964401 0.3267656012903899 3.0977422455325723 1.1415853005219103 0.2789612878113984 0.62511120110139018 0.66270293057095742 4.4897711636440354 1.1927065514028061 3.0795646100377772 48.679942441518961
leaf_count=13 90 147 21 2 16 102 1133 6 2 67 8 22 3 33 42 30 15 25 24 64 7 24 119 4 37 25 57 12 36 1848
internal_value=0.00223517 -0.0274775 0.0023347 -0.0218119 0.0587837 0.00208859 0.00245453 0.0205953 -0.0219029 0.0323383 0.0301691 0.00952625 -0.0851158 0.00217261 0.00386742 8.44575e-05 0.0020998 0.00034516 -0.0373632 -0.0124361 -0.0648727 -0.015143 5.92646e-05 -0.0532191 -0.0818466 0.00270241 0.00130166 0.00275621 0.000976701 0.00289479
internal_weight=172.823 0.576953 172.246 0.850611 0.374198 0.167901 171.396 2.62289 0.482235 0.298144 2.14065 0.956766 0.476412 168.773 93.1607 75.6123 66.7747 64.5134 3.79564 2.43253 1.02727 8.83755 5.73981 1.42055 1.36311 60.7178 58.1047 57.442 52.9522 51.7595
internal_count=4034 160 3874 213 120 118 3661 126 75 69 51 43 93 3535 1175 2360 2180 2150 147 86 71 180 156 123 61 2003 1978 1953 1896 1884
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 2 2 2 1 0 0 0 1 2 2 1 2 1 1 0 0 1 0 0 0 1 2 1 1
split_gain=0.298017 0.252417 0.397483 0.757178 0.611278 0.379772 1.21557 0.474571 1.07051 0.353526 0.715501 0.334516 1.14363 0.378247 0.544652 0.486466 0.388337 0.398779 0.457985 0.488365 0.381786 0.585154 0.319214 0.471695 0.46728 0.379545 0.465963 0.295428 0.28997 0.266713
threshold=0.57619532350000013 42.094663496250007 0.47997065955000012 42.686561923500008 0.47754558250000007 42.779078631750004 43.426640904350009 43.631818398850008 44.262924377150007 0.34542378970000004 0.47464147780000004 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 0.36491422415000008 43.752965619700007 0.34515433670000012 0.3453938505000001 0.48351845755000006 0.48119816770000007 0.44805544745000009 0.54386096225000014 0.55609113500000007 0.54136103710000005 0.40099098830000007 42.006870117350005 0.37347684200000003 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 9 -5 -7 -8 -9 10 -3 13 -13 16 -15 -16 17 18 -4 -20 21 -21 23 25 -25 26 -14 29 -18 -1
right_child=-2 2 11 5 -6 6 7 8 -10 -11 -12 12 22 14 15 -17 28 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00028188179467063761 -0.00083781699779588575 0.00087610625584991068 0.00097232105878262932 0.00083761449893458731 -0.0021803403005089842 -0.0021177798447466582 0.0013014881280014818 -0.0022715370084467842 0.00012897184323769557 0.00069926094138417964 -0.0022248894627730424 -0.0022197901964063752 -0.00088283711029259367 0.0017590841658288896 0.0019831245607472947 -0.0023953046392753597 0.00016566786420544227 0.0010965532726082696 -0.00072359578615220307 4.3069894324823992e-05 7.9062800659777962e-06 0.0014447518173500719 0.00066982880489740223 -0.0021459497552055013 -0.00028190557531447059 0.00095498611737601386 0.00034765800214694715 0.00074399099937859001 -0.001233211924657531 0.00010466555100578561
leaf_weight=79.059351272799177 1.1126823473273351 0.46498396532843178 2.7438423708081379 1.8642792866739899 1.1636287425644694 1.0613051909785998 1.0991260640148528 0.77366400422761117 9.2991662371205148 0.7262913308222777 0.74345303000882268 0.88972757782721501 1.8446400850079934 1.4039208737376601 0.15422890638001252 0.2655231066091801 1.1576998665696003 2.3171357605606309 2.3334609493613234 2.4197782464325419 8.7221898660063726 2.1736728399991989 2.7573082923772736 0.72128007104038294 1.8259517732039965 1.7886543911881743 3.2995985284796916 4.0840733512595753 1.1216979555902069 55.622789255616226
leaf_count=923 920 31 10 20 38 120 30 61 189 13 21 172 30 13 2 89 23 22 18 21 59 57 83 47 88 18 33 39 33 811
internal_value=0.000174047 0.000179853 6.76203e-05 -0.000179671 -0.00105732 1.32194e-05 -0.000112414 7.80905e-05 -5.54041e-05 -0.000381893 -0.00103168 0.000179702 -7.34283e-05 0.000313617 0.00117316 -0.000786544 0.000245433 0.000329978 0.000233405 0.000103847 0.00024885 0.000706362 8.26238e-05 -8.81657e-05 -0.000809733 0.000176947 -9.35775e-05 0.000224447 -0.000522725 0.000208693
internal_weight=195.015 193.902 55.1362 17.1959 3.09836 14.0975 12.2333 11.172 10.0728 1.93473 1.20844 37.9403 13.1272 24.8132 1.82367 0.419752 22.9895 20.7101 18.3929 15.6491 13.3156 4.59345 12.2374 9.48012 2.54723 6.93289 5.14424 138.766 2.2794 134.682
internal_count=4034 3114 1341 523 103 420 400 280 250 65 52 818 471 347 104 91 243 187 165 155 137 78 299 216 135 81 63 1773 56 1734
is_linear=0
shrinkage=0.00196078


Tree=933
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 0 1 1 1 2 0 2 0 2 1 1 1 1 0 0 1 2 1 1 1 2 1 2 1
split_gain=0.0535026 0.126758 0.425364 0.174367 0.121351 0.289818 0.214224 0.287898 0.173313 0.403681 0.328195 0.301026 0.8241 0.296244 0.250925 0.208004 0.499497 0.555037 0.295626 0.348686 0.187673 0.885794 0.288201 0.825749 0.555251 0.809911 0.959502 0.784183 0.489992 0.551614
threshold=42.310579034350006 42.47354681640001 0.34641178410000012 0.52453519355000011 42.006870117350005 0.4025178887000001 0.54562737640000014 0.43639411995000005 0.32388251845000005 0.32058920395000007 35.782584506850007 0.47396784530000008 39.011793722550003 0.47515044460000005 38.804080188450008 0.34467530910000005 0.34515433670000012 0.34524415440000006 0.34494476210000008 0.47883296910000012 0.47997065955000012 0.34566330350000002 41.243661560350013 0.34569324270000007 0.34623214870000002 0.34829795515000012 41.32819714970001 0.37286308795000006 40.844669808050007 0.42290649980000011
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -7 -8 9 10 -1 12 14 -13 -10 -15 18 -18 19 -17 21 -19 28 -24 -25 -26 -27 -28 -22 -30
right_child=1 -3 3 -5 5 6 7 -9 11 -11 -12 13 -14 15 -16 16 17 20 -20 -21 22 -23 23 24 25 26 27 -29 29 -31
leaf_value=0.045183938278225658 -0.058188871878487328 0.0010763967132057404 0.026756646077264051 -0.018010363343002933 0.0052858427262037965 0.10297707507096582 -0.041398776844122506 0.074460380996300674 -0.012851177618251081 0.077707111616305669 -0.1058045630155168 0.050428730686070157 -0.11567181450433864 0.021973934364886746 0.072870289862267151 -0.031025964649698021 0.037472166325136329 -0.0029076195030650052 -0.036525495495427808 0.011175440137749508 0.00021199166230439397 0.064201354074906306 -0.090090181354604754 0.014245300923837828 -0.13414008961337101 -0.07944323913949014 0.075404163453601347 -0.018864784865772984 0.045662573048799754 -0.0078494026578781375
leaf_weight=0.29224211246037046 1.6096905657905143 39.867609883981004 1.7097119005920833 1.7716167131875407 5.180284342950471 0.5792863033711908 0.37665305170230567 0.49811313164536841 2.5414344108385194 0.91348119077156298 0.28372655907514854 1.2993046084302466 0.80271838352200564 5.1867670211940995 0.39448490773793299 3.2174181714653951 4.7036028411239377 7.2969551626592857 4.8267577942460766 5.0011200942099094 58.280946798520745 2.6926355846226215 1.2405546717345703 7.1481224298477155 0.6290411353111266 1.6236800924889392 1.3036089362576602 2.7312475103153702 5.2853678711689991 3.0310653262713458
leaf_count=26 38 1531 14 39 76 7 12 34 141 20 86 16 115 33 4 20 37 45 32 32 1253 35 20 30 4 29 19 164 59 63
internal_value=0.00214466 -0.000821066 -0.01568 0.00397512 0.00319157 0.0163591 0.0558095 0.0245742 0.00246797 0.0363685 -0.0291941 0.0020445 -0.0258827 0.00294849 -0.00133321 0.00240828 0.00147736 0.00397307 -0.0168822 -0.00534569 0.00224657 0.0151812 0.000656732 -0.0120284 -0.00482072 -0.0264962 -0.0145298 0.0115923 0.00345219 0.0261592
internal_weight=172.319 44.9586 5.09102 3.48133 127.361 6.63434 1.45405 0.874766 120.726 1.48945 0.575969 119.237 3.73864 115.498 2.93592 114.199 109.012 95.9668 13.0453 8.21854 91.2632 9.98959 81.2736 14.6763 13.4357 6.28758 5.65854 4.03486 66.5974 8.31643
internal_count=4034 1622 91 53 2412 129 53 46 2283 132 112 2151 260 1891 145 1875 1842 1758 84 52 1721 80 1641 266 246 216 212 183 1375 122
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 2 1 2 1 2 2 0 2 0 1 1 0 2 2 0 1 1 1 1 1 0 0 0 2 0
split_gain=0.0705141 0.124979 0.173326 0.0869223 0.179872 0.201137 0.193481 0.0876116 0.288407 0.110792 0.080308 0.0717521 0.743496 0.161322 0.247537 0.267748 0.153574 0.216631 0.401628 0.286254 0.132781 0.266682 0.389676 0.21362 0.198636 0.161963 0.128223 0.562774 0.309293 0.299828
threshold=0.57537199485000012 0.44521122120000006 42.402981339000007 0.56643513670000012 39.051326806600009 42.558389508100007 0.43929822460000006 33.151194885250007 0.38906020780000011 34.883496062400006 42.536568606950006 0.56341127510000011 38.969453495950006 0.56294721715000018 0.45036076765000005 0.44805544745000009 0.55074698365000019 40.844669808050007 36.010074051050005 0.55769288345000012 0.42780156285000009 0.42922367590000005 0.43401395170000007 0.42114008565000011 0.41988263825000011 0.54499865270000014 0.5398790455000001 0.54228915300000013 41.178189531300006 0.53833717555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 6 -6 8 -1 -9 -4 13 -13 14 15 16 20 18 -18 -19 23 -22 -23 24 26 -24 29 -28 -29 -11
right_child=1 2 10 4 5 -7 -8 9 -10 11 -12 12 -14 -15 -16 -17 17 19 -20 -21 21 22 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.08060918768391151 0.026065578918459578 -0.10110488009790126 0.021675800576352777 -0.037266260259942008 0.066559536349788173 -0.0067387559576405319 0.017469165422386232 0.022872078170981539 0.053208748600732561 0.0011348579662505507 -0.10032565118211167 0.041440128030512537 -0.072807356984857713 0.036178349542020261 -0.039782709528292805 0.048636733395289414 0.010382258022011686 0.022005756135663104 -0.10501738604444939 -0.059273565643474406 0.098708706904657745 -0.059258451752530243 0.096405697376322042 -0.025495599191879055 0.028752270093473167 0.011871288971851322 -0.066539044544795423 0.022974445294778864 -0.030902464245880695 0.021713608120311065
leaf_weight=0.45738534672909636 0.3329423164950629 0.32841793624004367 0.29445588705129921 0.62607173298601893 1.1679021194577219 1.9603546860525964 2.5687486006354447 2.46105787793931 0.24859042387106456 130.12222859039139 0.06605900607064541 1.1304840692755527 1.1481344531930515 1.3491334215505038 1.4425783315782599 1.212722849799319 0.54640132281929188 1.558706022333354 0.67311995106865652 0.60013427697413124 0.41855321957700553 0.54077685724223534 0.39179459823390062 2.8534303306951179 2.7502177059650412 0.53769040480256081 1.4678021611180145 3.0857404517009854 1.6275206023710778 7.4874107777141026
leaf_count=93 49 560 11 35 20 97 37 66 16 2184 313 19 40 15 34 10 3 40 70 34 17 38 49 38 20 4 19 28 36 39
internal_value=0.00194943 -0.0242409 -0.0485526 0.00210646 0.0136116 0.0192028 0.0328125 0.00166318 -0.0334888 0.00181505 -0.000679156 0.00149306 -0.0161261 0.00174609 0.0014508 0.00183241 0.00146541 -0.0196213 -0.0533131 -0.000589017 0.0019363 0.0282842 0.00823575 0.00160318 0.00213085 0.0475041 0.00162167 -0.0124683 0.00437039 0.00225456
internal_weight=171.457 1.02188 0.688933 170.435 6.32308 5.69701 3.73665 164.112 0.705976 163.406 0.360515 160.945 2.27862 158.666 157.317 155.874 154.662 3.37836 1.21952 2.15884 151.283 1.88882 1.47026 149.394 146.541 0.929485 143.791 6.18106 4.71326 137.61
internal_count=4034 933 884 3101 189 154 57 2912 109 2803 324 2737 59 2678 2663 2629 2619 147 73 74 2472 108 91 2364 2326 53 2306 83 64 2223
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 0 0 1 0 0 2 1 2 2 0 0 0 1 0 2 2 2 2 2 1 1 2 0 0
split_gain=0.0478516 0.128756 0.164415 0.0934839 0.0921975 0.277494 0.37104 0.26107 0.102449 0.400163 0.350278 0.704534 0.377379 0.298047 0.235422 0.208162 0.431452 0.238021 0.270851 0.232885 0.115504 0.281504 0.105413 0.453845 0.334897 0.707444 0.710312 0.318016 0.191206 0.519838
threshold=49.283271594150008 0.55677973715000018 0.39718870690000002 0.55832160710000012 48.778770352700008 0.39606598605000004 0.37331217625000007 0.39672464895000009 0.32388251845000005 0.45589952400000006 0.39718870690000002 42.066503896600004 0.32058920395000007 35.782584506850007 44.421469061800003 0.54228915300000013 0.54386096225000014 0.50706565670000014 0.35471991855000007 0.46495613905000005 34.466665687600006 34.41230404325001 43.384297312450009 43.525909308350002 43.631818398850008 0.34524415440000006 0.34527409360000011 43.680097826700013 0.4778150355000001 0.48637765340000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 -6 10 20 -7 12 13 -12 22 17 -17 18 -16 -20 21 -10 -11 -24 -25 -26 -27 -28 -29 -30
right_child=1 3 -4 -5 7 8 -8 -9 9 14 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.019370600772133564 -0.0033053773101571551 0.10475682267945159 -0.078512441627410834 -0.10041802299518537 -0.0039737682809234329 0.10769445312855702 -0.11886179896154397 0.039505388986543821 -0.12131927500458273 0.0016456985465305579 0.044278621684861505 -0.10629262451884276 0.082127264924642673 -0.10542885315294451 -0.1044931355649571 0.068612698460130836 -0.10489399460424526 -0.11181054613912492 -0.10071182642089516 0.062100462407349732 -0.10617048614904206 0.092702650825724639 0.06243966887573358 -0.06826310540525303 -0.12142630481004089 0.10986877822148076 0.09400482946860432 0.051684411340157901 -0.1161901028062125 0.0016957563665700563
leaf_weight=0.34809586455230501 0.99567615240812191 0.13107872009277333 0.41054515340601938 0.02673655740909453 3.2542892303317776 0.40123710036277715 0.43914850103101344 2.3990945344994543 0.13038987336494656 150.51272062622706 0.28443412855267503 0.43587476279935788 0.82660548016428947 0.24975121559691615 0.25751100876368471 0.44081383943557728 0.21236060898627329 0.48864313565172779 0.11591670382767916 0.3629107488959562 0.43327518637761386 0.11624743184074759 1.5274342061602499 0.61893897397385433 0.38412222382612515 0.73976528644561756 0.358026109432103 0.52596229291521046 0.42772281728684935 2.9816711552048218
leaf_count=15 4 1 90 160 26 2 160 33 39 2588 7 50 10 56 24 4 93 129 53 37 166 8 28 22 8 3 10 13 8 187
internal_value=0.001761 -0.0156502 -0.025262 0.0699968 0.00192187 0.00148806 -0.0577396 0.0144772 0.00177441 0.001481 0.023218 0.00435247 0.0397932 -0.0257151 0.00180641 -0.0333895 0.0122021 -0.0576995 -0.0217908 0.0226861 -0.0750735 -0.0204444 0.00222458 0.0137441 0.00142194 0.00938366 0.0193669 0.00377308 -0.00443592 -0.0130935
internal_weight=170.837 1.56404 1.40622 0.157815 169.273 163.62 0.787244 5.65338 162.832 160.634 2.1979 1.79667 1.36079 0.534185 159.955 1.87816 0.653174 1.22498 0.736338 0.478827 0.679912 0.246637 158.076 7.56364 6.03621 5.41727 5.03315 4.29338 3.93536 3.40939
internal_count=4034 255 94 161 3779 3720 175 59 3545 3420 125 123 73 63 3207 340 97 243 114 90 213 47 2867 279 251 229 221 218 208 195
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 2 2 0 2 0 0 1 1 2 1 0 0 1 2 0 1 2 2 2 2 1 2 1 1
split_gain=0.0430091 0.113525 0.268135 0.18713 0.236163 0.134032 0.383539 0.244452 0.231395 0.75217 0.252805 0.226099 0.174202 0.397387 0.537431 0.469601 0.38583 0.159962 0.762812 0.275198 0.260057 0.661916 0.628558 0.693395 0.302458 0.608251 0.555803 0.794248 0.518846 0.848436
threshold=42.310579034350006 42.006870117350005 0.4025178887000001 0.54562737640000014 0.43639411995000005 0.32388251845000005 39.458743938000005 35.782584506850007 0.47396784530000008 39.011793722550003 0.47515044460000005 0.45589952400000006 0.34467530910000005 0.34515433670000012 41.436838994450007 0.34524415440000006 0.47883296910000012 0.47997065955000012 0.34566330350000002 41.147265497500008 0.48447651265000008 0.34587287805000005 40.720231579350006 41.319407281650008 41.243661560350013 41.32819714970001 0.35862698720000002 39.792680591700012 0.34739977845000009 0.37286308795000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 -1 9 11 -10 -7 -12 14 16 -15 -14 18 19 -17 22 -22 -19 -24 26 -26 27 -23 -27 -30
right_child=-2 2 3 4 -6 8 -8 -9 10 -11 12 -13 13 15 -16 17 -18 20 -20 -21 21 24 23 -25 25 28 -28 -29 29 -31
leaf_value=0.025909071148800773 -0.0010926991387841672 0.004936496513854108 0.10262170802055602 -0.033698541671439888 0.072064663243544505 -0.064805081371059503 0.077853031018208563 -0.11064795235161631 0.047018708681583019 -0.11432783398960614 0.019805651367183728 0.011694650140683613 -0.027649078943508959 0.034399160983715781 -0.053194514406171733 -0.022337127369334586 0.011922015731388333 -0.0425632180603105 0.06048569216035158 0.016502312162819135 0.072863272600377046 -0.030864723085228182 0.03577258440260471 -0.020061831580028604 -0.07173352500167654 -0.051038924091727306 0.0013710645206262044 0.078393422218727332 0.07727727569321452 -0.017214379502162421
leaf_weight=0.31077123250361072 44.249385940759112 5.1719972322352978 0.51082018390297868 0.37278299499303102 0.48686327313043876 0.45973158990182117 0.78841525779353105 0.22672498074825853 1.2481287399423298 0.72733681397221506 5.1110681146383277 2.4203804100052366 4.2201083749532682 4.5806132964789859 2.9258158411830655 3.644380718469618 5.9212059564888477 4.6016737554455167 2.5668831840157509 3.6528789140284061 1.317739252001046 0.96140404511243049 3.7544148713350278 5.4572186321020126 1.6286849195203092 1.5940405353903768 54.857434657499311 2.1606251960620284 1.4663893841207025 2.699625305538575
leaf_count=32 1622 76 7 12 34 103 51 49 16 115 33 42 26 37 26 26 32 36 35 19 20 24 16 36 29 7 1247 42 20 164
internal_value=0.00158894 0.00253184 0.0153575 0.0546855 0.0262008 0.0018285 0.0334454 -0.031693 0.00147316 -0.0234632 0.0022597 -0.000516452 0.00176586 0.000912215 -0.0154377 0.00316246 -0.00454472 0.00157903 0.0135983 -0.00289479 0.000106228 0.00269307 -0.0123822 0.00269478 0.00127853 -0.0177761 0.0037068 0.0447482 -0.0025194 0.0160456
internal_weight=170.096 125.846 6.54246 1.37047 0.859646 119.304 1.32591 0.537496 117.978 3.60745 114.37 2.88011 113.122 108.011 13.0671 94.944 10.1413 90.3634 9.86414 7.29726 80.4993 66.6859 13.8133 9.21163 65.3682 7.38874 57.9795 3.12203 5.76006 4.16601
internal_count=4034 2412 129 53 46 2283 132 81 2151 260 1891 145 1875 1842 84 1758 58 1721 80 45 1641 1553 88 52 1533 220 1313 66 191 184
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 1 1 2 0 2 0 1 1 1 1 1 1 2 2 2 0 1 1 1 1 0 0 2 2
split_gain=0.0594234 0.108722 0.163471 0.0753337 0.143264 0.321086 0.149998 0.103517 0.374664 0.134478 0.188611 0.184044 0.285667 0.110319 0.0883431 0.506218 0.328765 0.0795967 0.0705725 0.0702882 0.624201 0.209255 0.637386 0.66923 0.277913 0.438081 0.258585 0.254085 0.406854 0.407375
threshold=0.57537199485000012 0.44521122120000006 42.402981339000007 0.46280051495000007 0.45280081435000008 0.45368402140000008 0.44922307715000004 0.43837010870000009 41.147265497500008 0.5654770815500002 41.674196414850009 0.55769288345000012 0.4317685099500001 0.43401395170000007 0.42651417625000004 0.42953803780000005 0.42780156285000009 0.43590012275000006 42.536568606950006 38.400997490450003 38.748048509250005 0.50086823750000009 0.36575252235000005 0.36533337325000009 0.36945001650000003 0.37668033890000002 0.46989611090000011 0.53928026105000015 37.137227079750012 37.784765830350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 9 -9 11 -11 13 -13 14 19 16 -16 -15 -4 21 -21 22 23 26 -23 -26 -1 28 -27 -30
right_child=1 2 18 -5 5 -7 -8 8 -10 10 -12 12 -14 17 15 -17 -18 -19 -20 20 -22 24 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0068396462058716761 0.023704783582450564 -0.10101382180084557 0.019548590067262703 0.023581949541411878 -0.002917308346132387 -0.10280177820301017 0.018929542901216748 -0.067040211586464893 0.021110585523758059 0.058626738488145126 -0.0071339870298664683 -0.10919493945157628 -0.007506362500625161 0.0050414470686427747 -0.045198429413564681 -0.10583284669735429 0.063585179128516148 0.057502202096819527 -0.1002924592155815 -0.05123218071243138 0.0014873529673300188 -0.033894909205174413 0.083231932964069222 -0.055522131102673379 0.063274712517634488 0.0057615562506010192 0.034175534321120464 0.018523167244737775 -0.092461859652534908 -0.012286315203122566
leaf_weight=2.3085329681475759 0.32984053927520918 0.29983932801781066 0.29309340193867683 1.5437618082360121 1.3348646294325579 0.42407076929885068 4.8983804229646912 0.94064220675499999 0.98921298895584187 0.96565191060653777 0.79539577302057296 0.37821896419336454 1.0247662624460643 0.55850786085647885 0.50033635355066397 0.49871452750676315 0.62467467938949994 0.59984095892286859 0.059036551445387886 2.2866486798739052 125.87833779081848 2.1982756103388956 1.2919044200834822 1.3924299925565717 1.1570424560923118 4.4246919106517435 4.6002146809041733 4.0758485307160299 1.042767855076818 1.6156394899153381
leaf_count=205 49 560 11 33 8 108 30 24 45 30 26 44 29 35 8 48 40 15 313 38 2031 14 14 11 14 81 67 51 19 33
internal_value=0.00144996 -0.0230803 -0.0467496 0.00159302 0.00138952 -0.026999 0.00169206 0.00116483 -0.0218555 0.00144562 0.0289252 0.00113631 -0.0349197 0.00146256 0.00123115 -0.0219709 0.0152049 0.0322078 -0.000543431 0.00147856 0.00054676 0.00643238 0.0178923 0.00772355 -0.00114195 0.00470411 0.0204705 -0.00136893 -0.0128155 -0.0437354
internal_weight=169.331 0.98181 0.651969 168.349 166.806 1.75894 165.047 160.148 1.92986 158.218 1.76105 156.457 1.40299 155.054 153.896 1.62373 1.12501 1.15835 0.35213 152.272 128.165 24.1073 9.59308 8.30118 14.5143 12.316 6.90875 11.1589 7.0831 2.65841
internal_count=4034 933 884 3101 3068 116 2952 2922 69 2853 56 2797 73 2724 2674 96 48 50 324 2578 2069 509 297 283 212 198 272 184 133 52
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 2 0 0 1 0 1 1 1 1 0 2 0 2 2 2 2 1 1 2 2 0 2 1 1
split_gain=0.046538 0.316441 0.38393 0.236656 0.256956 0.375299 0.892036 0.534445 0.481364 0.239759 0.196067 0.183558 1.28006 0.576173 0.519196 0.261521 0.768982 0.588199 0.584095 0.604692 0.383089 0.205295 0.525449 0.287769 0.204432 0.207714 0.337498 0.223884 0.309144 0.441216
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.80591513400001 40.750688432250008 0.48597347385000006 40.720231579350006 0.48306936920000004 0.48200652675000005 0.41461333495000008 0.47976108500000009 0.41911918805000009 0.42114008565000011 0.40301188585000008 0.40509266190000009 0.55257327625000008 41.147265497500008 0.55677973715000018 42.141702038450013 43.077238082650005 43.308802343500005 41.092444989200011 0.43639411995000005 0.44751654140000008 41.178189531300006 42.536568606950006 0.56719858685000013 42.522337019050006 0.43691805635000008 0.45036076765000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 6 7 8 -2 -7 -3 13 -13 -5 -15 16 -14 -17 -18 -20 -21 23 -23 -19 -24 27 -27 28 -26 -30
right_child=3 2 -4 11 -6 9 -8 -9 -10 -11 -12 12 15 14 -16 17 18 21 19 20 -22 22 24 -25 25 26 -28 -29 29 -31
leaf_value=0.00082380039914381259 -0.16246978568905868 0.017450645871797819 -0.01164008596250013 0.00071338531407969137 -0.060086642164182281 0.038894861382072966 0.021309787305794636 -0.20904604665653326 0.00010319969228312904 -0.011922968259388215 0.054269915674035607 0.10117115897093223 -0.1313929143784473 0.011002971606888566 -0.1145114429408713 0.091472684017439104 0.066181197727477603 0.053098018560359742 -0.11705340637040114 0.10534146779616954 -0.10232331605573573 -0.10934143471869945 -0.1134016173823913 -0.018569202913693114 0.10540902852027817 -0.11024897990076524 -0.00026523741446094656 0.10721797292804514 -0.079604594581184018 0.041617725711627356
leaf_weight=61.303196022748239 0.28636650011685472 2.9127073360141349 2.4290327307026018 79.082700136863423 1.1849139872501835 1.6393933924846353 1.1317547159269452 0.34045007824897766 0.50034552067518234 2.1407763574970886 2.8726996064651757 1.4433394735679019 0.55688399076461648 0.54738724534763494 0.82821072682963859 0.78361129216500547 0.8068002624568178 1.3937971703708174 0.55723685035081871 0.29106719791889191 0.12785348481793335 0.49614651856245462 0.15419473691144947 0.93688433512579639 0.29335407912731204 0.32967337696754873 1.8154119633932166 0.30294124782085408 0.51390885456930824 0.72219683351249842
leaf_count=1438 67 19 36 1454 15 10 7 3 2 37 36 15 6 8 80 14 15 17 16 2 90 24 6 35 2 18 402 2 18 140
internal_value=0.00130953 0.00329351 0.0217246 -8.0711e-05 -0.0175089 -0.00915486 -0.0414033 -0.104372 -0.0590741 0.0101158 0.035733 0.00128803 0.013091 -0.000402697 -0.0645659 0.000481385 -0.0288152 0.00933547 0.00322363 -0.0488112 0.0419627 8.58371e-05 -0.0121036 0.0242893 -0.000426945 0.00395273 -0.0171684 0.028678 0.0131215 -0.00878025
internal_weight=168.725 69.5176 8.21444 99.2076 7.224 6.03909 2.25892 1.12716 0.786712 3.78017 5.78541 91.9836 11.5253 80.4583 1.3756 10.082 2.33984 7.74212 1.78296 0.976158 0.418921 6.95851 4.62783 2.33068 4.13168 3.97749 2.14509 1.8324 1.52946 1.23611
internal_count=4034 1529 91 2505 141 126 79 72 69 47 55 2364 822 1542 88 807 129 678 123 108 92 664 612 52 588 582 420 162 160 158
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 1 0 0 1 2 2 2 1 2 2 0 2 2 2 0 2 0 1 1 1 0 0 1 2
split_gain=0.177811 0.864315 0.70462 0.463754 0.431313 0.397121 0.355786 0.394569 0.481145 0.44848 0.595421 0.433599 0.747168 0.328035 0.501505 0.806795 0.456827 1.05133 0.390685 0.887951 0.539037 0.380655 0.322096 1.20308 0.458886 0.316359 0.508992 0.488526 0.808623 0.493266
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.4662734648500001 43.89540535710001 47.709122305950011 0.36533337325000009 0.48637765340000011 0.48797940185000005 0.35651627195000007 40.664404858950007 43.120094701700005 42.310579034350006 0.34584293880000011 42.865207177650007 42.536568606950006 0.48351845755000006 41.319407281650008 41.360869295700006 40.984321400500008 0.48119816770000007 42.47354681640001 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.38976377950000002 0.5223196910500002 0.5231430197000001 0.39408999735000005 40.750688432250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 22 4 25 -6 7 9 -9 13 -11 12 -10 16 15 18 -1 -18 19 -15 -20 -19 23 -2 -24 -4 -27 -28 29 -29
right_child=2 -3 3 -5 5 -7 -8 8 11 10 -12 -13 -14 14 -16 -17 17 21 20 -21 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=0.00012144148837944262 0.0010237205496432783 0.0012476471684268922 0.00049183235592850747 -0.0014646648263528935 -0.0020798914528872762 -0.00024916805606128335 -0.00040840127176439004 0.0011870224190515337 0.00041464258350552662 -0.0026603617390382334 -7.2840585092369967e-05 0.00091272629145703623 -0.00058831828290408926 -7.4778351313427698e-05 -0.00050266019293829993 0.0017786160312841992 0.00032759734722431354 -0.0022314496960943583 0.0007398493117580199 0.0017661959580319638 -0.00041732350062236072 -0.00067302429359909798 -0.0021502042891398763 -0.0019363726849694447 -0.00046473520356707084 -0.0010384086676367074 0.00089268542862295619 -0.00039764767449833489 0.00014978689435901936 -0.0020674365743074304
leaf_weight=69.15979444342247 1.3569966037757688 2.8149284198880187 8.9742600491736066 0.7186787631774213 0.58963645366384243 2.0032800469298309 4.2559875984297824 2.6843619942665127 10.781829480081798 0.51336906755113787 1.0237476515321757 3.5498098991811267 3.884542576968669 2.0610511890336038 2.015269612951669 1.7667362941429008 2.8551520407199851 1.172655623406172 2.5836567673832178 1.970146727748215 3.8598220720887184 1.2395462915301321 1.0429530603578316 0.86399205984889693 1.5352165055510338 1.4822076668497164 3.0195314344018689 2.8407084120262875 47.898940495284478 0.89429892040789116
leaf_count=1017 13 30 77 757 203 166 42 19 127 28 102 26 28 31 35 60 15 24 36 16 17 17 44 62 37 24 21 46 850 64
internal_value=0.00012712 0.000174157 5.11918e-05 0.000102134 0.000118766 -0.00066548 0.000147967 0.000169276 0.00041203 0.00011304 -0.000937026 0.000297827 0.000148998 0.00013124 0.000403713 0.000552927 7.9047e-05 -0.000477588 0.000346194 0.000824952 4.66708e-05 -0.00143063 -0.000675089 -0.000127792 -0.00114656 0.000149997 9.5349e-05 0.000126097 8.12668e-05 -0.000797457
internal_weight=191.413 118.192 73.2207 68.4215 67.7029 2.59292 115.377 111.121 20.9005 90.2209 1.53712 18.2162 14.6664 88.6838 14.2567 12.2414 74.4271 5.26735 10.4747 4.0312 6.44348 2.4122 4.79916 2.22099 2.57817 65.1099 56.1357 54.6535 51.6339 3.73501
internal_count=4034 1670 2364 2208 1451 369 1640 1598 200 1398 130 181 155 1268 195 160 1073 56 100 47 53 41 156 75 81 1082 1005 981 960 110
is_linear=0
shrinkage=0.00196078


Tree=940
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 1 1 1 1 1 0 1 1 1 0 2 1 1 0 2 2 0 0 2 2 0 2 0 1
split_gain=0.0413607 0.305002 0.233128 0.252737 0.194925 0.456668 0.424835 0.328925 0.303555 0.256413 0.328167 0.244996 0.212877 0.246542 0.273456 0.724665 0.299139 0.370126 0.540083 0.325963 0.246143 0.186312 0.451009 0.420842 0.162159 0.448378 0.14986 0.149392 0.215735 0.501863
threshold=39.458743938000005 39.525197829750006 0.33750486510000005 35.782584506850007 0.34674111555000003 0.47883296910000012 0.34440585610000002 0.35738450945000005 0.34452561300000012 0.36042334060000009 0.36359689830000008 0.46898296455000005 0.36533337325000009 0.36945001650000003 0.37473428940000003 0.51191581090000016 38.625745710700009 0.39072183470000005 0.43590012275000006 0.56395018115000017 33.151194885250007 36.010074051050005 0.52770875125000016 0.5223196910500002 39.110279783550006 38.969453495950006 0.52453519355000011 36.79544512155001 0.54300769440000007 0.40667944075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 11 -6 -8 -9 -11 -4 -12 -14 -15 -16 19 -18 -19 21 -21 26 23 -23 25 -20 -17 -24 -29 -30
right_child=1 -3 4 -5 7 -7 8 9 -10 10 12 -13 13 14 15 16 17 18 24 20 -22 22 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.00037963256057232551 -0.04667428515212832 0.00091936519686909622 -0.003427090153023519 -0.10914791883674452 -0.045805549380980727 0.068137908079966766 0.0023746214620215655 0.068250005042315362 -0.10210373161781845 -0.065807886884107422 0.030638702424942939 0.049940423271384884 -0.024470461649640236 0.043217353778712705 -0.11450605134197148 0.040578183019529403 0.052467855182546611 -0.030285386941104366 0.061926997851284374 0.069708760455359731 -0.10851944074165723 0.0023757596082291219 -0.02729424631927348 -0.074636387130861945 0.062990568553617454 -0.03435883047616551 -0.0014926083817293401 0.026343772222253859 0.057424252668502075 -0.053976485122472752
leaf_weight=0.48206317127369303 1.3608649321831752 127.515970392295 1.7391237338306376 0.37423197357566096 1.3684862386394332 1.5699159149080513 0.57574701226803859 0.61437940095675259 0.5378975276712481 0.67773171349699879 2.8332231715321567 1.7021167268976567 3.1492864994797882 1.7615111459745119 0.51887706720026727 1.6857452029362332 2.4883006066083899 2.3452603170881048 1.0065299092202624 0.09299636429352709 0.46466355580037089 1.262124299188143 1.1032979767333015 1.6208177985099608 1.1557406373540287 0.9309650133436661 1.7010846045304786 3.8325984857510775 0.61621570587158192 1.1764695567544547
leaf_count=68 32 2878 28 60 34 15 6 29 37 16 25 17 25 22 18 20 18 42 19 106 242 21 34 34 26 23 44 43 3 49
internal_value=0.00128354 0.000416804 0.00411955 -0.0474879 0.00526645 0.021627 0.00559622 0.0021743 -0.0480891 0.00428978 0.00299815 0.0229697 0.00456584 0.001821 0.00530536 0.00227003 0.00509053 0.020522 0.0059057 -0.00393294 -0.0787978 -0.000721061 -0.0078279 -0.0409212 0.0333454 0.0156617 0.0194475 0.00635133 0.0129503 -0.0156837
internal_weight=168.264 128.877 39.3874 0.856295 38.5311 6.1248 4.55489 32.4063 1.11364 31.0378 30.4234 3.44124 29.7457 26.9125 23.7632 22.0017 21.4828 7.9268 5.4385 13.556 0.55766 12.9984 9.61152 2.88294 3.09324 1.93749 3.38683 6.72858 5.62528 1.79269
internal_count=4034 2910 1124 128 996 103 88 893 43 859 830 45 814 789 764 742 724 128 110 596 348 248 184 55 68 42 64 129 95 52
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 1 0 0 1 2 2 2 0 0 1 2 1 1 2 2 2 0 0 0 2 2 1 2 0 1
split_gain=0.0453385 0.319743 0.0972951 0.154758 0.0773192 0.108328 0.0770607 0.134264 0.0698089 0.0539709 0.295726 0.0692269 0.522036 0.387105 0.759969 1.2441 0.439801 0.331111 0.216734 0.192561 0.0836743 0.561914 0.853288 0.330379 0.281534 0.249994 0.449623 0.203171 0.281358 0.157528
threshold=33.151194885250007 0.38906020780000011 0.53043322055000008 0.5681267027500001 34.883496062400006 0.36575252235000005 0.51401155655000019 0.54562737640000014 0.38552737940000009 35.171584490050009 35.419594101850009 37.038444968100009 0.5296248615500001 0.50278434775000014 0.36575252235000005 36.491284729650012 0.36491422415000008 0.44670818240000004 36.491284729650012 37.137227079750012 38.400997490450003 0.50706565670000014 0.52770875125000016 0.4778150355000001 38.244973486750006 37.784765830350004 0.39670967935000007 38.748048509250005 0.53866650695000018 0.42290649980000011
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 -8 -1 -6 -11 12 13 14 15 16 -12 -14 -15 -13 21 23 -23 -21 25 29 -27 28 -22 -24
right_child=4 2 3 -5 9 6 7 -9 -10 10 11 19 17 18 -16 -17 -18 -19 -20 20 27 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.047906776982662519 0.044078839523209512 0.10403839027891458 -0.10574725743111167 0.095999190445388113 -0.01464467809532489 -0.033975374663802696 0.060751952404431944 -0.013789613412110328 -0.13012058814992886 0.067241002121073479 0.075060097236585743 0.04957565241806286 -0.11283306974021834 0.00050881222527320523 0.05915713865662086 -0.13722026005073504 -0.051480927954950212 0.051191474797705527 0.049274592650201329 0.011545906884737377 -0.05777427723998424 -0.058978505301340738 0.036604102523149697 0.067199994848399225 0.053365084082886351 0.031948711317581757 -0.11776829570767333 0.0010207949817476992 0.0062870623463268565 -0.0187222589252511
leaf_weight=0.27998093821588454 1.0070740504743292 0.17175258696079254 0.07673929666634649 0.075363400828450722 2.1725161920467135 0.43271475541405369 0.40727131720632292 0.59415150299537345 0.1636493019759655 0.67567817653116335 0.59013446385506518 0.82521758949223922 0.68075156341365062 2.027915212194785 0.76168028957908962 1.0149771255091762 0.51378101110458374 0.15023093882018657 1.6552766492823137 2.2558733881269273 1.4024345258949318 2.2344632706081029 1.4330142589751638 2.0233249384909868 1.4263125636462062 0.37464033067226399 0.4317598338056996 139.62371821953002 1.3413074943218815 0.80300846166210238
leaf_count=90 41 2 16 102 32 10 6 69 3 16 51 15 50 32 5 23 4 60 15 48 33 36 13 26 17 3 60 3079 29 48
internal_value=0.00116313 -0.0230863 0.0524577 -0.00578652 0.00127467 0.0189408 0.00128841 0.0165259 -0.0782344 0.00101237 0.00122202 0.000945935 -0.00850561 0.000948227 -0.0265124 -0.0573081 0.0161658 -0.0831795 0.0224248 0.00139926 0.00114001 0.0095503 -0.00852254 0.0378607 0.0167065 -0.000479314 -0.0482122 0.000491232 -0.0264572 0.0167351
internal_weight=167.627 0.767486 0.323855 0.152103 166.859 2.44121 1.43414 1.00142 0.44363 164.418 162.246 161.57 7.39475 6.56376 2.88057 2.11889 1.10392 0.830983 3.68319 154.175 153.35 10.9824 6.7032 4.2792 4.46874 3.04242 0.8064 142.367 2.74374 2.23602
internal_count=4034 213 120 118 3821 126 85 75 93 3695 3663 3647 240 130 83 78 55 110 47 3407 3392 251 177 74 141 124 63 3141 62 61
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 0 0 2 1 1 0 2 1 2 2 2 0 2 1 2 1 0 2 0 1 0 0 0 1 2
split_gain=0.199283 0.153677 0.401461 0.373204 0.234863 0.308228 0.411485 0.82399 0.377458 0.273298 0.623554 0.695445 0.310844 0.364647 0.335595 0.770735 0.596241 0.892946 0.607699 0.371939 0.305851 0.258567 0.238558 0.523726 0.481852 0.247668 0.232507 0.308527 0.220195 0.337288
threshold=0.57619532350000013 0.47721625100000004 0.47754558250000007 0.47709649410000005 0.47769527860000011 0.4778150355000001 0.47883296910000012 40.636252116050009 0.3453339720000001 0.35374689380000007 0.49787431515000008 38.748048509250005 0.34739977845000009 42.622319549950006 41.481306584950012 41.571132012400007 0.48537468940000006 40.844669808050007 0.34488488370000009 40.040005255000004 0.36042334060000009 0.49336846205000007 36.010074051050005 0.50008981770000005 0.36491422415000008 0.51191581090000016 0.48271009850000007 0.48098859315000003 0.34587287805000005 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 28 -4 -6 7 -7 -9 12 11 -11 14 21 16 -16 18 -18 -8 -20 -12 -14 23 -22 -24 -25 27 -21 -1 -30
right_child=-2 2 4 -5 5 6 9 8 -10 10 20 -13 13 -15 15 -17 17 -19 19 26 22 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=9.5466176357390534e-05 -0.00066976120642193678 0.00077824803071805423 -0.00062193169032065366 -0.0008953430745353107 0.00070615782801511319 0.00026961862476325194 0.00078977612284271881 -0.0016389753826579333 -0.00041180782955082027 0.00011965699255866743 0.0011780448059102492 -0.0014821801422533754 0.00046803411744383329 7.1908932999946077e-05 -0.0011245505799630704 0.00015329929440034828 0.00024531339401947957 0.002050313930344451 0.00056234776977624084 -0.00036274212803873959 0.001468348613408822 0.0015154975373006146 -0.0011088933585236753 -0.00042133794072039864 9.8273844181743348e-05 0.00044176908868403256 -0.00052297401583840009 0.00041524916525447934 -0.0020793225725123259 0.00022117452019386547
leaf_weight=21.644279964320965 1.1965867456542572 3.8718341337516895 1.5431424602866162 1.7117118448950339 3.6987656317651263 4.7145562060177308 5.7199782840907636 1.7092573544941845 2.2091189883649349 2.1627979427576056 1.0461869612336148 2.0109036279736756 1.5918669234961265 2.3162133283913136 1.9445827677845979 27.169493345543742 2.3804485611617556 1.8906503394246099 3.9773242920637122 3.5877341106533986 1.5269264839589585 2.1030942685902119 1.2937278598546971 1.8210360191296784 73.24156610011687 4.2879882502893452 3.8966817334294319 4.3189484998583794 0.45955372473872458 0.52489981101825833
leaf_count=713 920 30 16 17 17 27 27 23 35 31 12 54 10 17 19 235 17 30 21 26 14 33 16 17 1372 86 28 19 97 55
internal_value=0.000127926 0.00013294 0.00015427 -1.25609e-05 0.000139371 0.000146686 0.000133498 -0.000282642 -0.000947118 0.000157725 8.74567e-05 -0.000652114 0.000258564 0.00068187 0.000212203 6.79493e-05 0.000375166 0.00104432 0.000242239 4.37746e-05 0.000124549 0.00106423 0.000111136 0.000441214 7.73207e-05 0.000184486 -0.000130967 6.22281e-05 5.42156e-05 -0.000852723
internal_weight=191.572 190.375 166.035 24.3404 162.163 160.62 156.921 8.63293 3.91838 148.288 87.3911 4.1737 60.897 6.01117 54.8858 29.1141 25.7718 4.2711 21.5007 15.7807 83.2174 3.69496 82.1712 7.63595 74.5353 6.10902 11.8034 7.90668 22.6287 0.984454
internal_count=4034 3114 2232 882 2202 2186 2169 85 58 2084 1602 85 482 60 422 254 168 47 121 94 1517 43 1505 117 1388 103 73 45 865 152
is_linear=0
shrinkage=0.00196078


Tree=943
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 1 0 1 2 2 0 2 2 1 2 2 1 0 0 0 2 0 2 1 2 0 1 2 2 2
split_gain=0.202082 0.17719 0.163709 0.16288 0.276824 0.158029 0.724595 0.721136 0.341729 0.381581 0.405386 0.318825 0.437004 0.39421 0.797901 1.19354 0.298521 0.973067 0.772454 1.5275 0.702321 0.406804 0.793734 2.41014 0.84793 0.271993 0.386733 0.943076 0.38382 0.496589
threshold=0.57619532350000013 40.844669808050007 0.59897907245000015 40.94178426300001 0.58415915690000009 0.37078231190000005 0.51401155655000019 0.36945001650000003 43.89540535710001 47.709122305950011 0.53158588065000012 37.784765830350004 39.952536079750011 0.37286308795000006 40.040005255000004 47.927946529500012 0.38906020780000011 0.5223196910500002 0.52432561900000019 0.52688542260000015 39.110279783550006 0.53544804050000006 41.481306584950012 0.3975479776000001 43.487767439550005 0.5398790455000001 0.41804137600000008 38.969453495950006 41.827117825850003 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=5 -2 3 -3 -5 7 11 -1 16 -10 -11 -7 -13 -14 -15 -16 -8 -18 20 -20 -19 22 23 -21 -24 -23 27 -27 -28 -30
right_child=1 2 -4 4 -6 6 8 -9 9 10 -12 12 13 14 15 -17 17 18 19 21 -22 25 24 -25 -26 26 28 -29 29 -31
leaf_value=0.00014260085128750563 -0.0019753290009813817 0.0020577976284814809 -0.0019780079720465842 -0.002069011424747946 0.00051814130412258374 5.7865238716600316e-05 0.00047791656368037624 0.0011797322102547285 -0.0020512947961259962 -0.002462619484722069 0.00014175000446719032 -0.0027502339771641885 0.00066865397302129728 0.0017306736438178587 -0.0025534799257094067 0.0012820866353465809 -0.0012421685934196111 0.0001311756799766121 -0.0021466696340008977 0.001051004243117976 0.0014725677797231716 0.00042046831754095676 -0.0022382818663180906 -0.0021182281927060649 0.00078477326728779954 0.00030154488148581755 3.2818434691092756e-05 -0.001555486646635521 0.0016373391364998052 0.00030178609237573116
leaf_weight=115.62094784251167 0.29750538630969359 0.13584247231483437 0.17810018867021427 0.22946923441668332 0.51783770230395021 1.4488854597730085 8.1533658311236632 2.6363349780440322 0.55086320248301435 0.26526612749330514 1.7179704107220457 0.49238687273464199 0.59382549696601961 0.31452570855617557 1.3415820347527185 0.4064051207860756 2.0722555730535523 3.0488360068993634 1.1904156082309771 3.02833607350476 2.9552851598709822 11.779171109199522 1.3648531900253145 1.3267385005019603 0.48294267151504744 2.5204747188836327 22.773649168491833 1.8038723882054908 1.3323595039546479 5.4434489286504686
leaf_count=1640 434 1 351 72 62 22 64 30 201 54 77 24 9 2 90 9 35 23 85 31 20 61 49 73 25 30 333 38 13 76
internal_value=0.000115556 -0.000637996 -0.000263094 8.27436e-05 -0.000276274 0.000120815 5.13131e-05 0.000165722 9.96281e-05 -0.000607596 -0.000206595 -0.00070332 -0.00105358 -0.000739082 -0.00114439 -0.00166171 0.000125498 7.84879e-05 0.000124834 4.93849e-05 0.000791422 9.97981e-05 -0.000371355 8.5523e-05 -0.00144817 0.000163814 7.45654e-05 -0.000473103 0.000154713 0.000564402
internal_weight=196.024 1.35875 1.06125 0.883149 0.747307 194.665 76.4077 118.257 71.8101 2.5341 1.98324 4.59761 3.14873 2.65634 2.06251 1.74799 69.276 61.1226 59.0504 53.0463 6.00412 51.8558 6.20287 4.35507 1.8478 45.653 33.8738 4.32435 29.5495 6.77581
internal_count=4034 920 486 135 134 3114 1444 1670 1288 332 131 156 134 110 101 99 956 892 857 814 43 729 178 104 74 551 490 68 422 89
is_linear=0
shrinkage=0.00196078


Tree=944
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 2 2 1 1 0 2 1 0 1 0 0 1 2 0 1 0 2 2 2 2 1 0 0 2
split_gain=0.214231 0.41401 0.801377 0.648031 0.599631 0.432617 0.417741 0.430206 0.43107 0.624539 0.398884 1.05933 0.527752 0.422542 0.373404 1.02807 0.783486 1.01362 0.584765 0.530251 0.378364 1.21669 0.719874 0.818513 0.379983 0.344102 0.324556 0.382958 0.407632 0.416956
threshold=0.47883296910000012 0.37078231190000005 0.51401155655000019 0.36945001650000003 0.4662734648500001 37.784765830350004 43.89540535710001 47.709122305950011 0.39162001140000008 0.39193437325000008 0.4778150355000001 40.636252116050009 0.3453339720000001 0.47736594710000008 0.38906020780000011 0.5223196910500002 0.52366695610000014 0.39408999735000005 35.879804895950009 0.52770875125000016 0.39591628995000006 0.53544804050000006 43.631818398850008 36.728658719300007 37.198331469900005 48.96897326980001 0.36533337325000009 0.48637765340000011 0.48797940185000005 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 5 26 6 -3 14 -8 -9 -10 13 -12 -13 -1 -4 -16 -17 18 -18 -20 -19 22 23 -22 -23 -11 27 -2 -29 -30
right_child=1 2 4 -5 -6 -7 7 8 9 25 11 12 -14 -15 15 16 17 20 19 -21 21 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=4.8999401606226762e-06 0.00019533397012333299 0.00018925413934007325 0.00057583553101310297 0.001228197160153272 -0.0016237765482380608 -0.0010740175915909921 -0.0020772349568397466 -0.0014667271331424933 0.0021232276504333431 -0.0020916474705369352 0.00027775602324742459 -0.0019413180126629593 -0.00047583419455421129 0.00053107373500698514 -0.0012094154118078616 0.00095704131082332156 0.00065249546539451818 0.00081464235248924675 -0.0022420493581968527 -0.00049447223258540962 0.00031111075929389541 -0.00076998211859109691 0.0013926654062517466 -0.0020974613869147109 0.00026384216010586853 0.00045413216093595314 -0.00027013353326079179 0.0012201684723444769 0.00025686628214111458 0.0010002663017402284
leaf_weight=24.382224387385577 49.258953877259046 1.5115529652975954 8.4250421607866866 2.7429681457579127 0.73244035636366689 3.3568611604105172 0.5923765117549914 0.67109064175747368 0.52801459981128551 0.34765286449692212 4.7248310819268209 1.660718293162063 2.1915128286927938 7.7273838501423588 2.1101637327228664 4.6323910620994857 0.7158298934809858 3.4421657100319853 1.2975510962423871 1.3747860491275785 0.75600790721364308 1.4153534751894756 0.403408410726115 1.9204050643529624 39.911408183339518 0.49445534328424401 4.2239556661806992 2.7211079895496395 14.446306264493616 3.62948915362358
leaf_count=897 381 21 64 30 757 125 203 11 3 25 27 23 35 48 35 32 5 24 66 31 15 137 26 114 533 127 39 19 155 26
internal_value=0.000157525 0.000191419 8.73491e-05 0.000292267 0.000141018 -0.000681795 0.000159741 -0.000606144 -0.000179222 0.000451402 3.1186e-05 -0.000344457 -0.00110761 0.000131527 0.000190116 0.000134067 0.00018481 0.000114991 -0.00092141 -0.00134301 0.000188379 0.000139834 -0.00104907 -0.00141711 0.000228436 -0.000596858 0.000257706 0.000289532 0.000512645 0.000406136
internal_weight=192.348 151.662 74.639 77.0228 69.7705 4.86841 69.0381 2.63359 2.04121 1.37012 40.6867 8.57706 3.85223 32.1096 66.4045 57.9795 55.8693 51.2369 3.38817 2.67234 47.8487 44.4066 3.07982 2.67641 41.3268 0.842108 74.2798 70.0559 20.7969 18.0758
internal_count=4034 3004 2354 650 2208 146 1451 369 166 155 1030 85 58 945 1082 1018 983 951 102 97 849 825 155 129 670 152 620 581 200 181
is_linear=0
shrinkage=0.00196078


Tree=945
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 0 1 1 1 0 2 1 0 1 2 1 0 1 2 0 0 0 1 2 0 0 0 2 0
split_gain=0.0462843 0.411923 1.56201 0.63231 0.232738 0.218889 0.275124 0.277922 1.07825 0.186778 0.293799 0.264194 0.235933 0.832192 0.270296 0.337883 0.164985 1.0481 0.629438 0.314356 0.531574 0.308142 0.327229 0.313328 0.456962 0.268269 0.456586 0.244473 1.03203 0.271324
threshold=0.4815274992000001 0.3453339720000001 0.34542378970000004 41.50623664750001 0.48119816770000007 0.48244064550000004 0.48271009850000007 0.34566330350000002 0.34575312120000007 0.35862698720000002 0.49787431515000008 43.131467368600006 0.34988473400000003 0.49787431515000008 0.3459626957000001 41.975471476700008 0.34656148020000005 0.48028502140000007 0.35275889945000011 38.478081868400004 0.47817430615000006 0.48068920095000006 0.47976108500000009 0.34584293880000011 42.141702038450013 0.47943175355000006 0.47916230050000003 0.4778150355000001 40.523311941050004 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 16 -4 -7 -8 -9 11 -11 12 14 -14 -10 -16 21 18 -18 -20 -21 22 23 25 -25 26 27 29 -29 -1
right_child=1 2 5 -5 -6 6 7 8 9 10 -12 -13 13 -15 15 -17 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0018812909002330757 0.048550009244005571 -0.15199871884459368 -0.026023101653544874 -0.0019373456804004131 -0.031143689164937562 0.054426664460727241 0.033009661884959414 -0.098182814008808128 0.021094766228230154 -0.045132471568231747 0.00086250834843918127 0.043684502597543612 -0.0095692313231620935 0.10214385928579715 0.011305973133305213 -0.030232190474973459 -0.10962760444115015 -0.16923781555961989 0.090998533025065428 0.03580975204101184 -0.1709916937049025 0.02387075249434846 -0.025940108911763772 0.10179926066265128 0.0021821619690996622 0.023616723076415321 -0.069866373105978652 0.014905334517164978 -0.052715997618959398 0.021790595033011055
leaf_weight=20.253003271993297 4.712727162986992 0.66594644263386626 2.776184009773714 5.2375428415834904 2.4411382880061856 1.0080063473433245 2.7899637334048739 1.0838070698082436 4.2128013297915476 1.4154633182970418 73.629633086290028 2.2282584309577933 1.7612740527838462 1.0731214922852812 3.7635071910917759 4.0825186595320702 0.36745559936389272 0.41658315341919649 0.61521706244184293 0.6433917631929944 0.15405799727886915 5.5253216214478007 4.7640193761326364 0.75439036637544532 1.1819440460531039 4.2489983588457099 0.99136532517149945 5.0731068402528745 4.0658116324339062 6.3632752206176511
leaf_count=737 30 7 17 40 16 52 29 16 21 48 2427 21 28 31 35 25 20 8 34 110 2 36 39 22 33 31 8 27 52 32
internal_value=0.00136623 0.00256655 0.000644794 0.0219749 -0.000924919 0.0016631 0.0024551 0.00190963 0.000979142 0.00214521 -5.02611e-06 0.0115699 0.00676505 0.0327261 0.000662974 -0.0103076 0.000406206 -0.0264505 0.00696448 0.0372918 -0.00414188 0.00151472 -0.00107511 0.00168408 0.0409927 -0.000172577 -0.00292333 -0.00106724 -0.0151787 0.00377805
internal_weight=168.3 110.441 100.49 9.95027 57.8591 99.8245 97.0484 96.0403 93.2504 92.1666 75.0451 17.1215 14.8932 2.8344 12.0588 7.84603 55.4179 2.19671 1.78012 1.41267 0.79745 53.2212 47.6959 42.9319 1.93633 40.9956 36.7466 35.7552 9.13892 26.6163
internal_count=4034 2827 2757 70 1207 2750 2733 2681 2652 2636 2475 161 140 59 81 60 1191 174 166 146 112 1017 981 942 55 887 856 848 79 769
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 2 0 1 1 0 1 0 0 0 2 0 1 2 1 1 2 1 2 0 2 0 0 2 1
split_gain=0.272094 0.494785 0.465921 0.863343 0.590495 0.381733 0.427429 0.365764 0.942197 0.433228 0.364606 0.35324 0.91371 0.628728 1.37376 0.556567 0.357137 0.620253 0.685108 0.955857 0.696573 0.701172 0.274924 0.53404 0.46322 0.511266 0.594638 1.11745 0.450439 0.294119
threshold=0.47883296910000012 0.4784437592000001 0.37078231190000005 0.51401155655000019 0.36945001650000003 43.89540535710001 47.709122305950011 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.53158588065000012 0.38906020780000011 0.5223196910500002 0.52432561900000019 0.52688542260000015 39.110279783550006 0.53544804050000006 0.39900002995000006 41.481306584950012 0.3979222179000001 0.39591628995000006 36.79544512155001 0.36006406990000012 37.137227079750012 0.48637765340000011 41.919251152600005 0.48797940185000005 0.49336846205000007 43.157831852650006 0.34656148020000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 22 11 -7 8 -4 -9 -8 -5 -13 15 -15 -14 17 18 20 -20 -16 -22 24 -24 29 26 -26 -28 -27 -2
right_child=2 -3 3 5 -6 6 10 9 -10 -11 -12 12 13 14 16 -17 -18 -19 19 -21 21 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=7.2676983980684944e-05 0.000250243072126816 -0.0007849139692346946 0.00089477761004725363 0.00054859346005323802 0.001204862013105999 -0.0020607973913308441 -0.0024772965447980955 -0.0021610104586827577 -0.0018419169046065074 -0.00054376816854642034 0.00013779817883473065 -0.0011869621264090919 0.00017314152320719838 -0.0021581725832654592 0.0010774699311287457 0.0014123234213147483 0.00019631235558044741 -0.0021054113637748919 -0.0021861654978852963 0.0013319537854392296 0.00095782242618066497 -0.0020912887727592504 0.00024517815531588258 -0.00082421933229494563 0.0020928393731469066 2.9326761289903174e-05 -4.7516738108103612e-05 0.0018040210061260216 0.00090414230137853034 -0.00042561112721577887
leaf_weight=39.461257050914355 47.670435787178576 2.7679453059099606 1.3078685533255332 8.1481283195316774 2.6721882112324229 0.59421141097118324 0.23194672033787345 1.0938145512482154 0.76750355917101831 1.5243034701479699 1.7629984625727955 2.0081610374836592 2.8275226493133223 1.0239642228771106 2.1260607391595836 2.7476264368742704 43.267816672594108 0.6684136438416316 1.0608589407056568 0.41231344081461418 0.5036611473187802 0.68338930746540427 6.3318215424660576 2.5059254080988467 1.5111634135246301 6.9369069710373861 3.1209356356412172 2.0940890945494175 3.3584370203316212 2.611183105967938
leaf_count=999 356 31 13 64 30 299 54 44 52 37 247 35 23 85 18 20 1203 37 49 21 8 45 46 40 12 43 33 43 24 23
internal_value=0.000155658 1.64655e-05 0.000194437 8.12949e-05 0.000298891 0.000137381 -0.00060105 -0.000732086 -0.000117293 -0.00121943 -0.000166252 0.00016658 0.000112286 0.000159448 8.947e-05 0.000783853 0.000136707 -0.000336095 -8.90066e-05 -0.00120151 0.000405667 -0.000797562 0.000267095 -5.80474e-05 0.000309791 0.000589374 0.0010098 0.000695967 0.0003147 0.000215145
internal_weight=193.803 42.2292 151.574 72.7606 78.8131 68.0671 2.58916 4.69349 2.07537 2.61812 1.99495 65.4779 57.3298 55.3216 49.7465 5.57515 48.7225 5.4547 4.78628 1.47317 3.31311 1.18705 76.1409 8.83775 67.3032 17.0215 6.72619 5.21502 10.2953 50.2816
internal_count=4034 1030 3004 2354 650 2208 600 146 65 81 301 1608 1544 1509 1466 43 1381 178 141 70 71 53 620 86 534 155 88 76 67 379
is_linear=0
shrinkage=0.00196078


Tree=947
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 0 2 2 1 0 0 1 2 0 1 0 2 2 0 2 1 1 0 2 2 2 1 0 0
split_gain=0.133615 0.152879 0.17621 0.101636 0.657034 0.33395 0.384574 0.457101 0.592079 0.21057 0.679056 1.1541 0.671196 0.480395 0.651989 0.589519 0.462494 1.03015 0.287731 0.377917 0.985947 0.565045 0.472279 0.354722 0.294395 0.251358 0.303496 0.475733 0.346404 0.201425
threshold=0.57537199485000012 0.44521122120000006 42.402981339000007 42.779078631750004 42.824128352900011 42.67709657435001 0.47709649410000005 42.753078181500008 42.686561923500008 0.34545372890000009 0.47997065955000012 0.45994131915000008 0.34614233110000009 43.157831852650006 0.50339810185000011 0.35862698720000002 0.48637765340000011 44.262924377150007 43.680097826700013 0.53866650695000018 47.927946529500012 0.3782970569500001 0.39162001140000008 0.54386096225000014 49.835088602800006 48.96897326980001 48.226196960950006 0.34219035360000005 0.37331217625000007 0.48447651265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 29 -7 8 -8 10 11 25 16 14 -14 -15 17 -11 -17 20 -20 -22 -23 -21 -25 26 27 28 -6 -1
right_child=1 2 -4 4 9 6 7 -9 -10 12 -12 -13 13 15 -16 18 -18 -19 19 23 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.6971428283412079e-05 0.00050078414539757234 -0.0019806040981578429 -0.0001914035152314079 -0.0018447913333859223 0.00036411245086157603 0.0018128990001966081 0.00099950300384716033 0.0012689034670137595 -0.001162157364495982 -0.0024694303087358514 0.00084253849452351111 -0.0021529194607655278 -0.0014366929584451859 0.0010097179922493324 0.00029613898578148367 0.00051781377034198822 0.00010906630247788499 0.00057951825887145607 -0.0019341701350148617 0.00070053882918875098 0.0016508584988563727 -0.0024888088672483013 0.00059519146775213251 -0.0020315954856552965 0.00067810257738894317 -0.00023091425118586877 0.00074444598752856862 0.0021348580515397385 -0.0020655949865830783 0.00020221839139009738
leaf_weight=62.152870408355739 0.39840871528031019 0.37396187478225329 0.48751423627891199 0.69751918264955648 0.39142118301242212 0.93184107556589779 0.86897084861993801 1.3461926537565887 1.1086960587708743 1.309088276233527 4.9586109556257716 0.91097762846038755 1.6247703019071189 3.2266614509280762 1.7170101396623065 2.9545473055768507 1.1114775314927099 0.63160880655050267 1.3707916032171854 1.9996118803974243 0.70099269645288564 0.34461618377827108 0.4280306447581097 0.39342075982131053 0.25346575843286701 3.4335177019238472 3.6115952730178833 0.22646699845790863 0.53251740096311551 89.663808309400338
leaf_count=839 49 560 324 15 11 14 55 9 16 46 30 71 26 33 40 62 5 14 254 19 9 8 58 102 35 33 17 1 120 1159
internal_value=0.000132837 -0.00050359 -0.000968085 0.000137081 3.7913e-05 0.000157941 0.000699669 0.000387576 -0.000212341 7.87837e-05 0.000258681 -5.9237e-05 -6.12731e-05 0.000109131 -0.000546362 0.000296801 -0.000899506 -0.00147714 2.44257e-05 -0.000241055 -0.00073724 0.000376154 -0.000780335 0.000292239 -0.00096987 0.000173488 0.000465071 -0.000412002 -0.00103626 0.000142755
internal_weight=190.161 1.25988 0.861476 188.901 32.8287 156.072 4.2557 3.32386 1.97767 32.1312 14.0651 9.1065 18.0661 15.0139 3.34178 11.6721 3.05217 1.9407 8.44548 5.49093 2.84443 1.47364 0.772647 2.6465 0.646887 8.19552 4.762 1.15041 0.923939 151.817
internal_count=4034 933 884 3101 1009 2092 94 80 71 994 283 253 711 646 66 580 65 60 547 485 329 75 66 156 137 182 149 132 131 1998
is_linear=0
shrinkage=0.00196078


Tree=948
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 1 2 1 1 2 2 1 0 2 1 2 2 0 2 0 2 2 0 1 1 1 0 1 2 2
split_gain=0.0616398 0.104912 0.142353 0.070716 0.0954688 0.167751 0.18843 0.0874613 0.226236 1.046 0.717892 0.23368 0.121541 0.187326 0.725444 0.284653 0.335789 0.0841836 0.468375 0.105232 0.816464 0.358242 0.177726 0.254717 0.494114 0.582789 0.361992 0.671389 0.662328 0.356654
threshold=0.57537199485000012 0.44521122120000006 42.402981339000007 0.56643513670000012 42.558389508100007 0.43837010870000009 39.458743938000005 0.46280051495000007 0.45036076765000005 38.903925214650009 40.844669808050007 0.44805544745000009 0.54646567465000018 40.844669808050007 0.40509266190000009 42.310579034350006 43.487767439550005 0.54300769440000007 40.340071172300007 0.5398790455000001 38.625745710700009 41.965809985500009 0.53833717555000005 0.39091643965000006 0.39382054430000007 0.40301188585000008 0.5223196910500002 0.38906020780000011 38.748048509250005 40.413896136950008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 -5 -7 8 11 -10 -11 12 17 14 -14 -15 -17 19 -19 22 -21 -22 23 26 -25 29 27 -1 -28 -26
right_child=1 2 -4 4 -6 6 -8 -9 9 10 -12 -13 13 15 -16 16 -18 18 -20 20 21 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0017327114110613389 0.022908104718830181 -0.10089526187646099 -0.0053985103593720976 0.051601909735093002 -0.0061240331340965378 0.032765893526562805 -0.017885375642321674 0.028678192812928917 0.054905169789586809 -0.13057535161483619 -0.005678214808725152 0.046541474345765034 0.022285747272064074 0.014726956085549718 -0.10554770103508825 -0.1109313959263991 0.019472109039408648 -0.01702023794813181 0.035928034388635427 0.040315269788548762 -0.069272509739645091 -0.0056184482511171781 0.016634203744360636 -0.076727473880817645 -0.027049388786674251 -0.10746224356421595 -0.014352745364488101 -0.060950311448888211 0.049882031126035176 0.017184450262692646
leaf_weight=113.0148343493529 0.31848994895790284 0.27891762744638982 0.35447882526750618 1.2357770716771472 1.9473010048895956 1.4834577786823504 1.4546721923397852 1.1508664858483815 1.0107821652054547 0.97521720084478125 0.87144541782618035 1.1444179720710952 0.90876617282628902 2.7735661462065768 0.86789673627936281 0.44440909544937302 0.35536212153238012 2.9859568283427498 3.7927426447859034 1.9142994908615936 1.9642939865589144 1.6078610275872049 7.573014293331652 1.1385286226286542 2.9280143999130797 0.53457513748071495 2.6438321039313442 1.7349661990301672 4.0861165374517441 4.8290759250230622
leaf_count=1825 49 560 324 32 97 31 29 19 13 26 20 10 5 43 113 20 50 31 40 11 21 25 46 92 96 155 24 28 40 159
internal_value=0.00146554 -0.0239095 -0.0474507 0.00160985 0.0121598 0.0206899 0.00768838 0.00120937 0.00101191 -0.0268738 -0.071636 0.00151865 0.00118857 -0.0136234 -0.0401607 -0.000429034 -0.0529892 0.00171425 0.0126048 0.00120147 -0.0123814 -0.0406212 0.0017396 0.000877961 -0.014954 -0.00647188 0.00210696 0.000784972 0.0246477 0.000487814
internal_weight=168.324 0.951886 0.633396 167.372 6.12121 4.17391 2.93813 161.251 160.1 2.85744 1.84666 157.243 156.098 5.35 1.77666 3.57334 0.799771 150.748 6.7787 143.969 5.48645 3.57216 138.483 130.91 9.43019 8.29167 121.48 114.75 6.72995 7.75709
internal_count=4034 933 884 3101 189 92 60 2912 2893 59 46 2834 2824 231 118 113 70 2593 71 2522 57 46 2465 2419 502 410 1917 1853 64 255
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 2 0 1 0 2 0 0 2 2 1 1 0 0 1 0 2 2 1 0 1 1 2 2
split_gain=0.185943 0.716553 0.491553 0.205733 0.828525 1.3245 0.559057 0.573436 0.687949 0.642895 0.551645 1.31484 0.502416 0.357122 0.319517 0.360733 0.69928 0.524556 0.438936 0.357127 0.404686 0.27639 0.221485 0.307248 0.615677 0.362882 0.204442 0.351306 0.334572 0.19545
threshold=42.779078631750004 42.824128352900011 42.753078181500008 0.34545372890000009 0.47997065955000012 0.45994131915000008 0.34614233110000009 43.157831852650006 0.50339810185000011 0.35862698720000002 0.48637765340000011 44.262924377150007 0.51675099550000014 0.54300769440000007 43.525909308350002 47.709122305950011 0.39814676205000005 0.3782970569500001 0.53158588065000012 0.53544804050000006 0.4025178887000001 0.54300769440000007 48.96897326980001 48.226196960950006 0.34219035360000005 0.37331217625000007 0.38780276035000005 0.39193437325000008 48.96897326980001 50.205949521800008
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 10 8 -8 -9 11 -5 -10 -14 -11 16 -16 -17 -19 -18 -21 -22 23 24 25 -3 -20 -28 -29 -30
right_child=1 3 -4 6 -6 -7 7 9 12 14 -12 -13 13 -15 15 17 19 18 26 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00013367007903996884 -0.0019382204940954701 0.00020917814236461144 0.0012857450289653304 -0.0025198037382262507 0.00084539904892498346 -0.0021927579592959556 -0.0015261113310440764 0.00097932369269456017 0.001169756402755128 0.00057901059997471783 0.00023689932608044406 0.00072571242297965975 -0.0024566083802796288 0.00028513458333900686 -0.001817908583896299 0.0016435827364914433 0.0017166277718317351 -0.0025583364299728425 -0.0023255785045978149 -0.0023382125120766126 0.00042902901059236584 -0.0019854973783651423 -0.00025987954713703855 0.00068335741801296322 0.0021867829411840959 -0.0020697301370695286 0.0012780815700110066 -0.0020853382407291184 0.0012610295398705754 -0.001982946295557991
leaf_weight=158.43951196157559 0.72944862055010062 0.47804989293217459 1.4367762455076434 1.4282003083499182 5.0238472800701848 1.0711590332211915 1.7330870871155633 3.357366101583465 0.95515745610464342 2.3563868190685735 1.1848928481340406 0.72279394860379387 0.34080983551757527 0.39358924500993453 1.308666597644333 0.76488143252208862 0.38264598215755574 0.27763386734113726 0.1222583483904599 0.32805543392896641 1.2370266756042836 0.2137697199032117 3.463305065408349 3.6358632743358612 0.28022342920303334 0.61326531821396202 0.73305986542254664 0.33581372543994803 0.32406620294386812 0.091588051315738994
leaf_count=2699 15 11 15 46 30 71 26 33 8 54 5 14 15 33 200 9 69 58 2 5 13 187 33 17 1 120 6 43 42 154
internal_value=0.000116059 -1.58759e-05 0.000144024 2.64147e-05 0.000200911 -0.000138416 -0.000110294 4.87014e-05 -0.000658144 0.00025315 -0.000837422 -0.00142922 0.000232186 -0.000987216 -3.44948e-05 -0.000270734 -0.000686699 0.000274114 -0.000281749 -1.81425e-06 -0.000371466 7.32571e-05 0.000121365 0.000385047 -0.000405755 -0.00107146 0.000111618 0.000312334 -0.000629757 0.00054623
internal_weight=193.763 33.8869 159.876 33.1575 14.5657 9.54187 18.5917 15.2559 3.42264 11.8332 3.33589 2.15099 1.68956 0.734399 8.47585 6.11947 3.47016 2.6493 1.88442 2.1615 1.77885 1.4508 8.47071 5.0074 1.37154 1.09132 1.60679 1.48453 0.751468 0.415654
internal_count=4034 1320 2714 1305 283 253 1022 957 82 875 65 60 56 48 842 788 474 314 305 274 205 200 182 149 132 131 247 245 239 196
is_linear=0
shrinkage=0.00196078


Tree=950
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 1 1 1 0 1 1 1 0 2 0 1 1 2 2 0 0 2 1 0 1 2 2 1 1
split_gain=0.046757 0.252228 0.235539 0.152117 0.242514 0.150201 0.302376 0.238348 0.315272 0.202304 0.191143 0.200943 0.238281 0.383292 0.271137 0.326698 0.30945 0.415053 0.197238 0.164925 0.18777 0.42882 0.273665 0.181696 0.331233 0.536445 0.139324 0.359664 0.111968 0.942354
threshold=39.458743938000005 39.525197829750006 0.45589952400000006 34.466665687600006 0.34398670700000006 0.34674111555000003 0.35738450945000005 0.36042334060000009 0.36359689830000008 0.4778150355000001 0.36533337325000009 0.36945001650000003 0.37473428940000003 0.51401155655000019 38.625745710700009 0.56395018115000017 0.39072183470000005 0.43590012275000006 33.151194885250007 38.400997490450003 0.5223196910500002 0.52770875125000016 38.244973486750006 0.3975479776000001 0.54942965780000008 0.42209814075000007 39.110279783550006 38.969453495950006 0.39971857130000005 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 -7 -8 -9 -4 -10 -12 -13 -14 15 19 -16 -18 -17 20 -15 -22 23 -23 25 -25 27 -19 29 -3
right_child=1 28 5 -5 -6 6 7 8 10 -11 11 12 13 14 16 18 17 26 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.057681370536835731 -0.042440613389469445 0.00081728236480716149 0.0059406944101968538 -0.074678836118664549 -0.12190889647058817 -0.044613906033251209 0.067108322935069256 -0.064039854144818067 0.030420462632343478 0.044035980918387271 -0.021151078731358151 0.041488985394424582 -0.066256821015389419 0.032245311704806948 0.050230144697715522 0.061423396175599936 -0.024688302571897438 0.057554474184840713 -0.10812698509724242 -0.038578519898458924 -0.039821021121837823 0.017498247597782027 0.050043459170827566 -0.095860873247442413 0.025373331124829021 0.015110164134205201 0.0598788968401123 -0.029825248232797454 0.006616043414912804 -0.066823585415787881
leaf_weight=0.26457172026766684 1.3540777947637241 98.652849858877744 3.6912371744401744 0.6090845361159154 0.10504659286198148 1.2805619381542808 0.60545270145303476 0.67096596309602574 2.741883676499131 2.2398886494338512 3.1197146472986814 1.7384758281987185 0.77049870553310285 1.8848848746274587 2.3986938521265975 0.081505521315421769 2.3285613470943645 0.97003362423129169 0.43368449671152121 1.0190755766816444 2.3074740916199499 2.9932849826291203 1.3639485761523245 0.94550414732657395 1.0947033904085399 0.80778593802824616 1.1019198153953764 0.91576487625570735 27.386109162733192 2.1035799438250242
leaf_count=69 32 1571 43 99 17 18 27 16 25 22 25 22 23 28 18 106 42 19 242 20 42 29 8 44 58 13 26 23 1152 155
internal_value=0.00140202 0.000492509 0.00446244 -0.0439674 0.0066413 0.00572621 0.00298344 0.00499545 0.00372874 0.0203274 0.00529575 0.00267395 0.00588383 0.0029937 0.005578 -0.00327325 0.0204145 0.00696171 -0.0813033 -3.56423e-05 0.00341054 -0.0023029 0.00971227 0.000294874 -0.0177861 -0.0447337 0.031629 0.0151219 0.000946182 -0.000594915
internal_weight=167.981 129.497 38.4842 0.978703 0.369618 37.5055 31.5744 30.2938 29.6884 5.93113 29.0174 26.2755 23.1558 21.4173 20.6468 12.9319 7.71497 5.31628 0.51519 12.4167 11.3976 9.5127 7.20523 5.84128 2.84799 1.75329 2.98772 1.8858 128.143 100.756
internal_count=4034 2910 1124 185 86 939 874 856 829 65 813 788 763 741 718 590 128 110 348 242 222 194 152 144 115 57 68 42 2878 1726
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 0 0 0 2 2 0 0 2 2 1 1 2 0 0 1 0 1 1 0 1 1 0 1 1
split_gain=0.0476597 0.205289 0.593557 0.417316 0.306323 0.42546 0.629093 0.219054 0.907885 0.304674 0.491446 0.239396 0.208232 0.219901 0.415668 0.172465 0.35223 0.16529 0.231925 0.157769 0.14555 0.353797 0.222843 0.223753 0.235648 0.307967 0.141438 0.277163 0.373696 0.941
threshold=38.400997490450003 0.50086823750000009 0.36575252235000005 0.36533337325000009 0.50278434775000014 0.36575252235000005 0.51191581090000016 0.5231430197000001 0.52366695610000014 38.244973486750006 37.828051409500013 0.52005927965000021 0.46989611090000011 37.903039192800001 36.79544512155001 0.33992994225000006 0.33750486510000005 38.748048509250005 0.53866650695000018 0.42018203045000008 0.3975479776000001 0.54136103710000005 0.40301188585000008 0.40509266190000009 0.54228915300000013 0.4349121284000001 0.45206730335000006 0.56065686655000013 0.46280051495000007 0.4662734648500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -3 -6 -7 11 -9 10 20 -8 15 14 -14 16 19 18 -2 -1 -10 -22 -23 -24 -25 -26 -19 -28 -29 -30
right_child=17 4 -4 -5 5 6 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 26 -20 -21 21 22 23 24 25 -27 27 28 29 -31
leaf_value=-0.10332503154006829 -0.053041165284935958 -0.062732906522356399 0.08202106594359064 -0.043035688981203878 0.055706216896938415 -0.084705780881788678 -0.0059140475142596752 -0.13271464884731965 0.013262465850977765 0.045702967251241927 -0.10837474397740043 0.047281556750687362 0.04981087550032004 0.063976706140601358 -0.024983931458104802 -0.030028742385191428 0.10280620643012156 0.0016097172256751176 0.0058961282699204112 0.010186635697521016 -0.10836415471693242 -0.13722520927754997 0.090220146248350466 0.035756590995344208 -0.10614072115219192 -0.0019990017507140936 -0.11181029908785869 -0.030142227769372417 0.10150355791016769 -0.075347369345638154
leaf_weight=0.16914958358938958 1.358506899676285 0.78155381930991907 1.2223974791759236 1.3702355399727819 1.3186729997396458 0.89724518246657581 1.5283137261576478 0.53349226899444957 3.7916196171427128 1.3312434069739536 0.44329364244367742 1.8949101723264901 1.6130619298783133 1.3503531180322168 1.3775812182575462 1.3355437451450596 0.36626441404223442 135.52855172180489 1.3129864887878282 0.44345820479793474 0.36619049470755305 0.11842193454504046 0.26377696171402965 0.80175039730966124 0.40151025123486739 0.96988463316563411 0.28579984663701807 2.8514251507976951 0.79856986398226559 0.48274502176400347
leaf_count=102 33 9 14 11 6 17 21 7 50 18 58 22 31 13 23 80 6 2382 29 17 26 1 4 5 63 289 17 146 13 521
internal_value=0.00126758 0.00532402 0.0171068 0.00721964 -0.00173262 0.00151935 -0.00383641 0.00199429 -0.00617857 0.00177483 -0.00639668 0.0235321 0.0175663 0.0304819 0.0153581 -0.00665848 0.0252272 0.000565339 -0.0240746 -0.0211555 0.000337292 -0.0164372 -0.00326375 0.00324609 -0.00731084 -0.0324891 0.0010357 -0.016571 -0.00998471 0.0348736
internal_weight=167.309 24.6899 9.24805 8.02565 15.4419 14.6603 13.3417 12.4444 9.02118 8.48769 7.15645 3.42322 6.65541 4.341 2.99064 2.31442 0.978872 142.619 2.67149 0.612608 6.71315 2.92153 2.55534 2.43692 2.17315 1.37139 139.947 4.41854 4.13274 1.28131
internal_count=4034 893 297 283 596 587 581 564 521 514 496 43 272 67 54 205 125 3141 62 119 438 388 362 361 357 352 3079 697 680 534
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 0 1 1 1 1 0 2 2 0 2 1 1 1 0 0 0 1 0 0 0 1 2 2 1
split_gain=0.0420633 0.344776 1.29968 0.566486 0.185262 0.183609 0.24383 0.223366 0.871029 0.176934 0.176056 0.846607 0.828239 0.714696 1.44943 0.710588 0.587889 0.504519 1.00345 0.487982 0.485496 1.50487 0.378107 0.820601 0.546799 0.292175 1.02147 0.24873 0.242282 0.166261
threshold=0.4815274992000001 0.3453339720000001 0.34542378970000004 41.50623664750001 0.48119816770000007 0.48244064550000004 0.48271009850000007 0.34566330350000002 0.34575312120000007 0.34614233110000009 0.34515433670000012 0.47976108500000009 42.141702038450013 42.753078181500008 0.47754558250000007 41.535369675400013 0.34569324270000007 0.34569324270000007 0.34623214870000002 0.47769527860000011 0.47943175355000006 0.47817430615000006 0.34569324270000007 0.47997065955000012 0.47865333370000007 0.47943175355000006 0.34566330350000002 44.756878345700009 38.478081868400004 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 10 -4 9 -8 -9 -7 11 20 15 14 -14 22 -17 25 -19 27 21 -1 24 28 -12 26 -15 -20 -24 -10
right_child=1 2 5 -5 -6 6 7 8 29 -11 12 -13 13 17 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028476882902438885 0.045969348569834673 -0.13984764789607093 -0.023793400321430659 -0.0021759540218994375 -0.027772237739504626 0.10028345355059419 0.029764666116950184 -0.087779456591575072 0.010846843147241887 0.014502750140715871 -0.007622904442979108 -0.065961320185638245 0.016999919421385169 -0.10902723185538643 -0.12979960058707096 0.018577794638796167 0.087789713899144473 -0.13169683586520062 -0.10831962375862508 0.088739225605959704 0.042242097913092691 -0.087504299697728841 0.075112722307094371 -0.085160926514245713 0.036884435031377581 0.038098815173961076 0.09961686098077667 0.014820990807387019 -0.02282914377655797 -0.00013193747635600748
leaf_weight=22.053610301723904 4.5609813295304757 0.65515006706118484 2.7955239914554104 5.2650071028620005 2.4798132088035336 0.42616222053766151 2.7520375326275817 1.0955876000225533 16.968422751873732 0.55179427564144135 5.7820745214098732 2.1283721923828116 1.245229224863577 0.58603590348502654 1.4625640956219284 2.6754236919805399 2.2672840381783317 0.75158810650464136 0.29904372338387453 0.51876839343458414 2.4247436672449103 2.0115633041132233 0.61279371534646931 1.2613897137343881 5.2819339968264103 2.772636191919446 0.39133398956619203 0.36331660486757755 0.42966369922214653 73.726200492633552
leaf_count=661 30 7 17 40 16 50 29 16 161 2 39 15 28 52 42 28 39 27 34 6 15 22 40 12 29 20 6 58 18 2475
internal_value=0.0011478 0.00230597 0.00053221 0.0201719 -0.00103225 0.00146766 0.00220696 0.00169311 0.000851469 0.0518832 0.000166428 -0.00528273 0.00600685 -0.0200109 -0.0622911 0.0179291 0.0503262 0.000135408 -0.0413688 0.0161096 -0.000407414 -0.00470467 0.00595036 -0.0309054 0.0136248 0.0215263 -0.0254872 -0.0407748 0.0347446 0.00192213
internal_weight=166.596 108.797 98.9709 9.82599 57.7992 98.3157 95.5202 94.5422 91.7902 0.977956 55.3194 28.6183 26.7011 8.39052 2.70779 18.3106 4.94271 5.68272 1.93272 1.18113 26.4899 24.0652 13.3679 2.30385 11.064 3.75001 0.97737 0.66236 1.04246 90.6946
internal_count=4034 2827 2757 70 1207 2750 2733 2681 2652 52 1191 713 478 273 70 205 67 203 125 98 698 683 138 70 68 78 58 92 58 2636
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 0 0 0 1 0 1 2 0 0 2 2 1 0 2 1 2 2 1 2 1 1 0 0 2
split_gain=0.131583 0.248168 0.232028 1.00562 0.776466 0.742301 0.39181 0.545161 0.348739 0.703978 0.411248 0.448854 0.616038 0.471193 0.414243 0.28707 0.325203 0.286873 0.264446 0.351597 1.22035 0.59878 0.274597 0.254603 0.974111 0.419591 1.45599 0.419197 0.977614 0.412876
threshold=42.094663496250007 42.066503896600004 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007 0.52404119640000013 0.52770875125000016 0.5223196910500002 0.38906020780000011 0.52005927965000021 0.37078231190000005 40.137820134150012 0.51191581090000016 0.50339810185000011 37.198331469900005 34.654301448200009 0.46280051495000007 0.53749887730000012 41.178189531300006 0.42039160505000012 41.827117825850003 41.605323437500005 0.34515433670000012 41.770271989050009 0.34551360740000009 0.34560342505000002 0.47865333370000007 0.48098859315000003 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -4 8 -8 9 10 11 14 13 -13 23 16 -5 -18 -17 -20 -21 22 -22 24 -1 27 -27 -25 -29 -28
right_child=-2 -3 3 15 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 18 17 -19 19 20 21 -23 -24 25 -26 26 29 28 -30 -31
leaf_value=0.00011327885012952778 4.427795863414175e-05 0.00099832212343860444 0.00047667639328710084 0.00048281544262139645 0.0013230863912282399 -0.0021028131978872711 -0.0017362558393638166 6.0091528123907722e-05 0.00068566107917704313 -0.0010262465804874617 0.0010467656205179667 -0.00077892013043464649 -0.0012853280976819011 0.00057557818566567954 0.00092624048211946604 0.00097903825764794421 -0.0021548029364654763 0.00043478577814037882 0.0001729270643439632 -0.0024475029499898869 -4.2582265938580307e-05 0.0013725251486541503 -0.0021361839931984474 0.00019099299212376898 -0.0016053866832583647 -0.0013192667603000743 -3.6402732922649778e-05 0.0015598937417901498 0.00019253660333574298 0.00043869862266975718
leaf_weight=25.726945324249758 53.491689335949559 1.3423808319494117 0.61376149710849803 0.49865547862600823 2.3052784057799718 1.4241696831304578 0.97039153252262567 1.9644546080380676 5.2300817199284202 1.8683403860777605 2.1030587852001181 1.5757881654426444 1.8572406449820844 2.644534120336175 2.9774878220632663 1.3689440488815332 0.65263929015600297 0.21988234530317641 24.861997436235473 0.90045813174219747 0.74427778614699514 1.0066019095684167 0.35610338086553384 7.2047387386683104 1.3336260910582485 2.4302508346736422 11.314134579462918 3.828203506767748 4.2334058210253716 18.582963089385885
leaf_count=435 1706 15 20 179 15 105 47 28 40 29 18 34 30 25 28 4 67 72 511 17 46 43 44 53 32 25 151 21 37 157
internal_value=0.000126328 0.000159542 0.000150934 7.74124e-06 0.000198563 -0.00132595 0.000171516 -0.000533861 0.000193798 0.000164458 0.000190383 0.000168868 -0.000344289 6.98342e-05 0.000209041 9.65362e-05 -0.000780314 -0.00150221 0.000137657 9.63288e-05 -0.000536896 0.000279637 -0.00072011 0.000180437 2.85779e-05 0.00026678 0.000140262 0.000534688 0.000841851 0.000258903
internal_weight=185.632 132.141 130.798 32.6475 98.1509 2.03793 95.8456 2.93485 92.9108 87.6807 85.8124 83.7093 6.07756 4.22032 77.6318 30.6096 1.37118 0.872522 29.2384 27.8694 3.00744 2.10698 1.10038 74.6543 27.0606 47.5937 32.3273 15.2663 8.06161 29.8971
internal_count=4034 2328 2313 1108 1205 125 1190 75 1115 1075 1046 1028 89 59 939 983 318 139 665 661 150 133 90 911 467 444 333 111 58 308
is_linear=0
shrinkage=0.00196078


Tree=954
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 1 2 1 0 0 2 0 2 0 1 1 2 2 0 0 0 2 2 1 1 0 0 0 2 0
split_gain=0.145391 0.251533 0.74043 0.485485 0.333419 0.318542 0.684932 0.686956 0.381636 0.939926 0.317756 0.853291 0.449771 0.812134 0.313209 0.27172 0.482117 0.250681 0.245383 0.973064 0.703607 0.399695 0.63712 0.512401 0.210403 0.360712 0.406445 0.396025 0.471317 0.368166
threshold=42.094663496250007 0.47997065955000012 42.434124620650003 0.4778150355000001 0.47769527860000011 0.3459626957000001 42.283941020600004 0.34614233110000009 0.48351845755000006 0.48637765340000011 42.456897412850005 0.47709649410000005 42.719328117250008 0.46898296455000005 0.34569324270000007 0.34521421515000011 43.018222997350009 42.066503896600004 0.52507409960000018 0.53158588065000012 0.52284362740000012 43.157831852650006 42.686561923500008 0.37078231190000005 0.44805544745000009 0.54386096225000014 0.55609113500000007 0.55769288345000012 42.558389508100007 0.54136103710000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 4 10 14 -7 -8 -9 -10 -4 12 -12 -14 15 -3 -17 -1 20 -20 21 22 -11 -23 25 29 -27 -28 -29 -21
right_child=1 5 3 -5 -6 6 7 8 9 18 11 -13 13 -15 -16 16 -18 -19 19 24 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00013892052332089053 -0.0022798809219369354 0.00065028077736355031 0.001338804587780509 -0.00081375043037027199 0.0014450994569992499 -0.0017744974342408606 -0.0025169481362992017 0.0015098225220068935 -0.0028144667172723681 0.00040806388875163241 0.0011438580600533841 -0.0017931566440126925 9.6762321279533406e-05 -0.0020783426061638803 0.0010522075139639596 -0.00063542901108192711 0.00050300629626038489 0.00097679655445869775 -0.0022009570689760279 -0.00013965876238432434 0.0018009560294344269 0.0010814191080167094 -0.00096679946865379813 -0.00038043128346187813 0.00050538081460008437 -0.002164652691054857 0.0018005230094128226 0.00031214300202041218 -0.0021082719503001638 0.00093890295949689007
leaf_weight=132.88048702558308 0.61695532983867707 3.6321695260703546 0.64473049994558174 2.9317206628620616 0.64298605173826295 0.81468307411705865 0.393394716084006 0.71154666878283279 0.43163617700338619 2.8862545825541037 1.3517958280281153 1.0163688655011345 8.9444027167555724 0.71255075404769819 2.203379660844802 2.7119383160024881 3.0260374173521996 1.3871770627301874 0.78023230722464987 4.7236423028516565 1.1120115143858118 2.8187789916992188 2.3517679982869595 1.3698590222102209 3.0290300164506325 0.59778473859478287 0.29090203158557404 0.71304797753691651 0.54627576435450464 1.6389712521340696
leaf_count=2313 43 16 6 54 5 41 4 5 4 16 26 34 272 83 58 32 23 15 169 61 40 28 29 86 403 40 4 10 96 18
internal_value=0.000113102 2.6816e-05 -0.000171492 -9.14172e-05 6.76533e-05 0.000117721 -5.91278e-06 5.31497e-05 9.52742e-05 5.20579e-05 -2.25112e-06 -7.41522e-05 8.45527e-05 -6.37306e-05 0.000387022 0.000230605 -3.50522e-05 0.000147577 0.000106186 -8.17096e-05 0.00032584 0.000151828 -0.000209222 0.000603333 6.15794e-05 -9.63747e-05 -0.000791125 -0.000261477 -0.000737797 0.000138172
internal_weight=187.913 53.6449 16.8615 16.2446 13.3128 36.7833 25.2098 24.3951 24.0017 23.2902 12.6698 12.0251 11.0087 9.65695 11.5735 9.37015 5.73798 134.268 22.8586 12.3199 10.5387 9.42666 5.23802 4.18864 11.5397 8.51062 2.14801 1.55023 1.25932 6.36261
internal_count=4034 1706 523 480 426 1183 1054 1013 1009 1004 421 415 381 355 129 71 55 2328 1000 801 199 159 45 114 632 229 150 110 106 79
is_linear=0
shrinkage=0.00196078


Tree=955
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 2 1 2 0 0 2 2 1 0 0 1 0 1 1 1 2 2 2 2 0 0 2 0 1
split_gain=0.0409979 0.293714 0.349399 0.225906 0.229355 0.209268 0.191702 0.260794 0.286411 0.186446 0.827132 0.536569 0.212565 0.303048 0.337963 0.379723 0.233308 0.464994 0.340758 0.442047 0.325604 0.550416 0.315617 0.309323 0.312822 0.299673 0.24321 0.247512 1.01301 0.827292
threshold=40.563919884450009 40.316494640950005 0.39591628995000006 40.206947806850003 0.48386275860000011 0.47976108500000009 40.80591513400001 0.38052752915000004 40.720231579350006 0.54228915300000013 0.54386096225000014 40.040005255000004 40.137820134150012 0.42039160505000012 0.5398790455000001 0.53928026105000015 0.39072183470000005 0.52770875125000016 0.37413550490000008 0.38370108680000009 0.37003383130000006 39.952536079750011 39.110279783550006 39.420767558750008 38.121007182500009 0.50278434775000014 0.50008981770000005 36.491284729650012 0.49880243110000005 0.36533337325000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 -5 -3 7 8 -2 12 -11 -12 13 14 15 16 18 22 20 -20 21 25 -18 24 -21 26 27 28 29 -1
right_child=6 2 -4 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015606581963919591 -0.074922332334773509 0.015567778335042734 -0.01091615609775075 0.0063146516415104508 -0.046866954415011333 0.053920493583429374 0.0011572509157568309 0.0020062764365828332 -0.014039246547955032 -0.12141053277372893 0.0025132243085955676 -0.12796253232250981 0.036508586694658618 0.052675399011277282 -0.050941690736160554 0.048397506284688335 -0.13154881209320546 -0.0051915005978436009 0.059859779985313194 0.0020166153992264447 -0.047950316269938481 -0.048080096214752829 -0.007742037371558869 -0.022881250298769546 0.047905480767718542 0.037584300112463602 -0.033771365083255678 -0.00061399542132019097 0.10686147810547986 -0.16436546991076795
leaf_weight=1.5659630723407816 1.2176029645197552 2.8820699664647673 2.4117246248933952 1.3946482352912419 1.937535966899304 2.809613169869408 91.576213140783693 3.8144964370330854 2.1145183630869724 0.63132455293089051 7.9460929308836494 0.3282039115547376 2.0107448240742078 1.2087984328973096 1.1769980005919922 1.7947898358106602 0.54207158372082531 4.7769748585997149 2.1567696370184413 3.6615145411342365 1.450513033196329 2.0910332076164186 0.33202887223887956 2.2228318694978952 2.4997063316404819 2.5872946232557288 1.7907269038259972 13.92183722204936 1.1091937273740766 0.3051953613758086
leaf_count=180 72 19 36 9 36 36 2364 51 18 11 593 23 15 13 11 8 48 77 25 38 29 20 28 25 21 17 17 183 8 3
internal_value=0.00122511 0.00312349 0.0209833 0.000688787 -0.0246084 0.0345 -7.37652e-05 -0.0158479 -0.0362868 0.00219109 -0.0110803 -0.00266216 0.00469484 0.00327941 0.00192192 0.00337538 0.00140518 -0.017462 0.00442023 0.0194839 -0.00197671 0.000876598 -0.0845206 0.00909731 0.0206345 0.00568717 0.00127228 0.00498503 0.0311392 -0.0137478
internal_weight=166.269 67.5462 8.10341 59.4428 3.33218 5.69168 98.7228 7.14662 3.33212 56.1106 8.90562 8.2743 47.205 45.1942 43.9854 42.8084 41.0137 5.65108 35.3626 10.5408 24.8218 23.3712 0.8741 8.38405 6.16122 21.2802 18.6929 16.9022 2.98035 1.87116
internal_count=4034 1529 91 1438 45 55 2505 141 90 1393 627 616 766 751 738 727 719 153 566 109 457 428 76 84 59 408 391 374 191 183
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 1 2 0 1 1 0 0 0 1 1 0 2 1 1 1 2 0 2 1 0 0 0 2 2
split_gain=0.148769 0.506388 0.427502 0.198359 0.232043 0.141408 0.35519 0.956481 0.525364 0.32806 0.265973 0.340163 0.644682 0.31957 0.330636 0.257171 0.240252 0.229965 2.01984 0.574405 0.488963 0.298803 0.289246 1.00639 0.762457 0.656693 0.728114 0.584133 0.368668 0.244544
threshold=42.779078631750004 42.824128352900011 42.753078181500008 0.42569084760000003 0.31060447290000009 0.44284602260000011 0.34311846950000008 38.064633603500006 0.46989611090000011 0.34467530910000005 0.34485494450000004 0.4764977096500001 0.47604862130000009 0.47709649410000005 0.34488488370000009 0.34515433670000012 0.4784437592000001 42.198888176300009 0.34542378970000004 0.34527409360000011 0.34569324270000007 41.872294782850005 0.48898236580000004 42.536568606950006 0.35374689380000007 0.52404119640000013 0.52688542260000015 0.53866650695000018 42.599563320500003 41.685324604100011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 -7 -9 -8 -11 12 -12 -13 -15 16 -16 19 -19 -17 -20 29 23 -22 -24 -26 -27 -28 -29 -21
right_child=1 -3 -4 5 -6 6 9 8 -10 10 11 13 -14 14 15 17 -18 18 20 21 22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=0.0010252646230086353 -0.0016901417337051362 3.6205578326609898e-05 0.0012370058922082424 0.00068871461053510326 -0.002016040474201375 0.00070556320226577475 0.00053667273593608266 -0.00046691849522390879 -0.0027263587147001015 -0.00027003524873403398 -0.0021079631306556417 0.00085237070536407138 0.00040311867104140473 0.00099419362901662328 0.00013804775872085042 0.00081948012965060431 -0.00061207694397886483 -0.0024377198140603119 0.0011894780928988723 0.00013730325009953589 -0.0027535651559602594 0.00048500275029004136 0.0012207926841448079 0.00030340672808139513 -0.0014369573110616593 0.0016943148896274597 -0.0013282814222769013 0.00045710722065630085 -0.00083715500416044555 -0.00036392116687814397
leaf_weight=0.13569843438017315 0.66673666759743255 32.321102012565461 1.3692469001107372 1.7876293619920023 0.33348447631033196 1.2882178630679839 7.8744495054706922 0.81063498428557046 0.77288966462947428 6.2482512565329662 0.73257531810668186 2.4750754591077557 0.84821284282952547 1.7244348973035801 3.1895465580746523 5.1673377938568583 3.3823862709105015 1.2755033082794387 1.5224369976203878 90.327440252784982 0.6151635330170383 9.2962993174587591 2.0190824642777434 1.2663967274129388 1.2427416472055464 0.96186633792240162 1.2639533402398226 3.782908938053879 1.0899565965228246 3.904171489768486
leaf_count=63 15 1305 15 52 205 23 50 43 10 42 66 22 7 8 17 25 24 22 17 1590 11 122 7 63 18 18 22 73 26 53
internal_value=0.000120995 1.31335e-06 0.000146188 0.000136573 -0.00113643 0.00014043 0.000134027 -0.000549059 -0.00156971 0.000147086 0.000125533 0.000143695 -0.000760577 0.000154323 0.000141237 0.000129949 -0.00024802 0.000150024 -7.72212e-05 0.000181468 0.000141517 0.000149623 1.11914e-05 -0.00069605 0.000139633 -0.000122067 0.000108126 -0.000140489 0.000167608 0.000116537
internal_weight=189.696 32.9878 156.708 155.339 0.469183 154.87 153.082 2.87174 1.58352 150.21 142.336 136.087 1.58079 134.507 132.032 130.307 6.57193 123.735 15.04 108.695 13.7645 103.528 12.2421 1.88156 10.3605 8.34143 7.09869 6.13682 4.87287 94.2316
internal_count=4034 1320 2714 2699 268 2431 2379 76 53 2303 2253 2211 73 2138 2116 2108 41 2067 277 1790 255 1765 238 74 164 157 139 121 99 1643
is_linear=0
shrinkage=0.00196078


Tree=957
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 1 2 2 2 0 1 0 1 1 2 2 2 0 2 0 0 2 0 2 0 2 0 2 2
split_gain=0.17652 0.777151 0.736442 0.376478 0.36371 0.364468 0.43671 0.600433 0.408611 0.337239 0.376234 0.266817 0.988893 0.232291 0.347921 0.305056 0.191782 0.322361 0.381539 0.843738 0.501565 0.333958 0.318252 0.938367 0.433567 0.878461 0.260221 0.373258 0.489898 0.83862
threshold=0.37078231190000005 0.51401155655000019 0.36945001650000003 43.89540535710001 37.784765830350004 39.952536079750011 0.37286308795000006 43.832725745850006 40.467253020850002 47.709122305950011 0.53158588065000012 0.37668033890000002 0.51505942935000004 0.38780276035000005 0.39193437325000008 48.96897326980001 41.919251152600005 42.006870117350005 0.47997065955000012 42.434124620650003 0.4778150355000001 0.47769527860000011 42.456897412850005 0.47709649410000005 42.719328117250008 0.46898296455000005 43.680097826700013 0.48351845755000006 42.779078631750004 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 16 11 -2 -6 -7 8 -8 -5 -11 -3 -13 -12 -15 -16 -1 -18 19 -19 21 22 -21 24 -24 -26 27 -20 -29 -30
right_child=1 3 -4 9 5 6 7 -9 -10 10 13 12 -14 14 15 -17 17 18 26 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00019894995325757164 7.8753707923113599e-05 -0.00093970125340757729 0.0011869602881732285 -0.0020601555877460373 -0.0026821718320014362 0.00060932427155914318 -0.00049320299307201154 0.00070127087245453325 -0.0025975130917535085 -0.0025808770272077661 -0.0023816142090732424 0.0021581793692008735 0.00010387060741649146 0.0012530695010598539 -0.0020836940689038549 0.00047047901355148816 -0.00085822321945195387 -0.002255539428025745 0.00044942625771342607 0.0013977450877877067 -0.00079257338490847096 0.0015026473989765313 0.0012049042868940939 -0.0018515858849597886 0.00015405530496395418 -0.0020885975051745899 0.0008088781680324371 0.00027056254132036837 -0.001554615907206357 0.0001507937400859588
leaf_weight=70.6476260912832 1.4043210510280904 0.90373401925898988 2.6309129502624264 0.52786957680655122 0.48650281737718648 0.61641537607647512 0.54737214601482298 0.456104872338983 1.0082746159969245 0.23789633787418996 0.13661478832364071 0.91395115852355857 63.097285958827797 0.72602312732487895 0.3237132807407761 0.40432977780983492 1.5135970841292863 0.70711357944310549 8.9344525043852681 0.62033632490784008 2.9803276453167191 0.62069262564182359 1.2642033951415204 1.0087612383067597 8.7903383193261071 0.7270605884841651 2.6545106801204374 6.0330075267702323 1.9459741264581678 2.5761718228459358
leaf_count=868 22 10 30 299 24 9 13 49 39 54 2 4 1594 6 43 196 35 52 99 6 54 5 26 34 270 83 27 37 27 17
internal_value=0.000113559 3.74423e-05 0.000161638 9.03179e-05 -0.000749683 -0.0011232 -0.000834621 -0.00127706 -0.00185709 -0.00067957 -0.000281026 0.000118265 0.000133202 6.29309e-05 0.000292605 -0.000665195 0.000137341 2.9544e-05 6.41199e-05 -0.000159473 -6.69058e-05 9.90571e-05 2.88597e-05 -4.31626e-05 0.000126039 -1.72672e-05 0.000232933 0.000154488 -9.51636e-05 -0.00058308
internal_weight=185.445 71.7904 113.655 67.2714 4.51899 3.11467 2.62817 2.01175 1.55565 2.35645 1.82858 64.915 64.0112 1.59068 1.45407 0.728043 111.024 40.3765 38.863 16.7188 16.0117 13.0314 12.4107 11.7904 10.7816 9.5174 22.1441 19.4896 10.5552 4.52215
internal_count=4034 2364 1670 2208 156 134 110 101 52 600 301 1608 1598 247 245 239 1640 772 737 530 478 424 419 413 379 353 207 180 81 44
is_linear=0
shrinkage=0.00196078


Tree=958
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 0 0 0 0 1 1 2 0 2 2 1 2 2 2 2 0 0 1 0 0 1 2 0 1
split_gain=0.256478 0.809615 0.718786 0.457552 0.44086 0.367105 0.351111 0.424709 0.327783 0.495256 0.481093 0.327766 0.476131 0.382719 0.313274 0.31615 0.410378 0.626357 1.08198 0.309362 0.294704 0.273599 0.470923 0.366899 0.895901 0.522783 0.746431 0.517045 0.440603 0.304316
threshold=0.37078231190000005 0.51401155655000019 0.36945001650000003 0.4662734648500001 43.89540535710001 47.709122305950011 0.47883296910000012 0.4784437592000001 0.54228915300000013 0.54386096225000014 0.39162001140000008 0.36006406990000012 37.137227079750012 0.49787431515000008 37.784765830350004 39.952536079750011 0.37286308795000006 40.040005255000004 47.927946529500012 48.86568841230001 43.084235337800003 0.51675099550000014 0.52005927965000021 0.38906020780000011 0.5223196910500002 0.52366695610000014 0.39408999735000005 35.879804895950009 0.52770875125000016 0.39591628995000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 6 4 21 -6 7 -1 10 -10 -7 13 -13 -8 -2 -16 -17 -18 -19 -12 -15 -3 -23 -24 -25 -26 27 -27 -29 -28
right_child=1 3 -4 -5 5 8 11 -9 9 -11 19 12 -14 20 15 16 17 18 -20 -21 -22 22 23 24 25 26 29 28 -30 -31
leaf_value=8.8106602267836853e-05 3.8952392960221846e-05 0.00073079263185255982 0.0012077805351399986 -0.001468650533419262 -0.0020700337618119219 -0.002415219168377497 0.00027325655780875132 -0.00072892618955811646 0.0021395829447246467 -0.00073209266883088808 -0.0020851070311627366 0.0001966858791884577 -0.00082410909457114807 0.00042835743526126212 -0.0025352530196079402 0.00058168429221843528 0.0015041017640792023 -0.0024751187122709736 0.0011862003899875677 0.001437850161694412 0.0015779908871564159 -0.0013295330030545169 0.00071383835167720619 -0.0013204737037950821 0.00083999119443969536 0.0006617061173800128 0.00074527134041963198 -0.0021911114629422882 -0.00048847689714855602 0.00011567638899537699
leaf_weight=38.953293749194017 1.3702087365527393 3.0584230851382008 2.6828604936599723 0.69823865821581321 0.56815894111423348 0.49707189085893311 62.568234032951295 2.6099825906567267 0.41799230873584747 0.51585153441919829 0.1372210782719776 6.037245942046864 2.4777242201380432 1.917087817564606 0.4876506945875011 0.61892335419543121 0.27744862809777293 1.3963927020604385 0.39897831065172784 0.31772430248383898 1.5507589168846605 0.8385326620482364 4.1313584379386148 1.6378355342894781 3.9314135159365824 0.67813924304209594 3.1670859176665536 1.0943587772781032 1.2538250107318161 43.386567317344088
leaf_count=989 22 20 30 757 203 10 483 31 2 94 7 46 40 33 24 9 2 90 9 53 18 18 33 28 32 5 24 66 31 825
internal_value=0.000148696 5.53505e-05 0.000204389 0.000110234 0.000127031 -0.00068836 0.000181205 3.68007e-05 -0.000272099 0.000553281 -0.00108172 0.000261713 -0.00010035 0.000308399 -0.000744809 -0.00108258 -0.00081941 -0.00123776 -0.00166148 0.000375252 0.000942453 0.000158704 0.0001296 0.00015024 0.000108019 0.000151741 9.71671e-05 -0.000846439 -0.00128198 0.000158508
internal_weight=189.677 70.8794 118.797 66.3298 65.6316 2.45402 116.114 41.5633 1.88586 0.933844 0.952017 74.5511 8.51497 66.0361 4.5496 3.17939 2.69174 2.07282 1.79537 0.454945 3.46785 63.1775 60.1191 59.2806 55.1492 53.5114 49.58 3.02632 2.34818 46.5537
internal_count=4034 2364 1670 2208 1451 369 1640 1020 166 96 70 620 86 534 156 134 110 101 99 60 51 1082 1062 1044 1011 983 951 102 97 849
is_linear=0
shrinkage=0.00196078


Tree=959
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 2 2 2 0 2 1 2 1 0 1 1 0 0 0 1 0 1 0 0 1 0 2 2 1 0
split_gain=0.155247 0.412259 0.621091 0.323255 0.257993 0.194637 0.189502 0.285627 0.208141 0.128075 0.244205 0.219036 0.164435 0.13591 0.125641 0.290459 0.307249 0.208989 0.174422 0.124098 0.479425 0.663872 0.305946 0.435576 0.434802 0.328773 0.307565 0.211919 0.473358 0.593637
threshold=0.45368402140000008 0.4591329601000001 0.4662734648500001 0.56439926950000008 42.522337019050006 42.536568606950006 38.903925214650009 39.458743938000005 0.58415915690000009 33.96174662340001 0.38052752915000004 34.883496062400006 0.33992994225000006 0.50706565670000014 0.44805544745000009 0.43837010870000009 0.57537199485000012 0.56294721715000018 0.56915960600000015 0.35862698720000002 0.49649711085000009 0.34988473400000003 0.49787431515000008 0.49649711085000009 0.37668033890000002 0.4871261339500001 47.927946529500012 38.400997490450003 0.34829795515000012 0.49094338495000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -4 -6 -5 -8 -9 10 12 13 -1 -11 15 19 18 -16 -17 20 27 -22 23 24 25 26 -21 -13 29 -29
right_child=1 2 4 6 5 -7 7 8 -10 11 -12 14 -14 -15 17 16 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00035482962792066661 -0.0020344978890177805 0.0013063594787223107 -0.0021440362460964034 -0.0021093516032543121 0.0020438360780990418 -0.0019697314465490666 0.0019754930350945684 -0.0020378043063910053 0.00070847364943620234 0.00123294369873457 0.00023899514521742479 0.00052885856241527114 -0.0016910545000424807 0.00028992242188692017 -0.00020949012233392015 -0.0003074365704600618 0.00056316499179265289 0.00052760130469929611 -0.0021821848171870916 -0.0012682280130788045 -0.00022622119912348921 0.0016765409308605102 7.6874683172131872e-05 -0.0022576983341112949 -0.0023299974461714387 0.0012307002506407763 0.0014946416907603158 0.00011409346397600094 -0.00066375665445311317 0.0010961404072108896
leaf_weight=0.19986058915492222 0.45904050912395122 1.055353559117066 0.5853920368231228 0.18012372010707611 0.11788713932037354 0.076663888161419891 0.22070213919505477 0.23015583582309773 0.19685318283154629 1.0804354222491377 1.045293202580069 5.0223162945185313 0.61831948510007351 1.2880935551947912 1.9276168304495493 0.29553976540773763 0.40542205421115796 6.3532202046990278 0.53835975797846913 0.63657302413048389 1.1537246741354459 1.8124866001307962 70.264253230070608 0.50432676861964854 0.30705057042541728 0.68923188326880336 0.20472901500761509 88.637354508129647 2.9046742925711433 2.4314720928668967
leaf_count=61 82 11 479 26 1 277 3 62 19 29 53 135 41 24 19 21 40 66 35 97 9 42 1196 14 32 8 3 1102 37 10
internal_value=0.000115314 -0.000318339 -2.25268e-05 0.000586864 -0.00149391 0.000462268 -0.000330375 0.000164345 -0.000771757 0.000122503 -0.000388992 0.000127615 -0.0011913 0.000720094 0.000119992 0.000108875 -0.000837023 0.000356021 -0.00151776 0.00011559 0.000159706 0.000936451 5.36375e-05 -0.000643547 -0.000200542 0.000226662 -0.00059589 0.000136433 0.00011546 0.000140313
internal_weight=191.443 3.12217 2.66313 1.88319 0.779943 0.194551 0.827835 0.647711 0.427009 188.32 1.86347 186.457 0.81818 2.36853 184.088 175.808 1.23932 8.28084 0.8339 174.568 101.962 2.96621 72.6062 2.34191 1.83758 1.53053 0.841302 98.9958 93.9735 91.0688
internal_count=4034 960 878 121 757 278 110 84 81 3074 155 2919 102 53 2866 2781 96 85 56 2685 1335 51 1350 154 140 108 100 1284 1149 1112
is_linear=0
shrinkage=0.00196078


Tree=960
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 0 1 2 1 2 1 1 0 2 2 1 2 0 2 0 0 0 0 1 0 1 0 1 2 2
split_gain=0.0512349 0.32629 0.0867811 0.128424 0.08375 0.113673 0.292376 0.101864 0.0859871 0.150123 0.0618169 0.0510409 0.847013 0.637636 0.532453 0.0862872 0.191597 0.575261 0.196815 0.178435 0.210049 0.167617 0.486594 0.222458 0.362998 0.49436 0.362205 0.163857 0.10337 0.285855
threshold=33.151194885250007 0.38906020780000011 0.53043322055000008 0.5681267027500001 34.883496062400006 0.49485045360000007 0.36575252235000005 34.654301448200009 0.38780276035000005 34.41230404325001 0.38552737940000009 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.48119816770000007 0.43260680815000008 0.42569084760000003 0.34311846950000008 0.46739618575000003 0.33750486510000005 0.44284602260000011 0.34398670700000006 44.421469061800003 47.709122305950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 -2 -7 8 -8 -10 -1 12 13 14 -6 -13 21 -18 -19 20 -20 22 -17 24 25 26 -23 -25 -29 -30
right_child=4 2 3 -5 11 6 7 -9 9 -11 -12 15 -14 -15 -16 16 17 18 19 -21 -22 23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.050706626145516666 -0.017402263053534962 0.10393781763292081 -0.10420578755521928 0.09280820853421351 -0.10533467766183063 0.10438370904848585 0.068222746626698902 -0.018990936550177862 -0.10199450310930697 0.041367814009679829 -0.12774249581255748 0.019977509368005575 -0.15538695323679591 -0.10610080458278355 0.081644642795659472 -0.0011442233785195239 -0.12301083815100081 0.10031360658807137 0.10215208735461252 0.06850503425851541 -0.10374220438388655 0.0078147106690935938 0.086344096853562813 0.029028013712095142 -0.055338948703468498 0.083766894371889514 -0.10770949667831714 0.0015959839357463654 -0.067679132109186677 0.0059350107987237322
leaf_weight=0.30172009972147762 0.60679788277775459 0.1692003421485424 0.065153293093317188 0.067225808118678287 0.18043162484900566 0.43220548331737507 0.38445558026432969 0.64221892307159578 0.10265784831290148 0.25319575944558892 0.15908767841756344 2.4938214942812911 0.34915884169458866 0.32464798539876927 0.97674774937331676 2.1489940197934625 0.48027768358588108 0.21066060720477253 0.062365613877773285 0.16217402734355346 0.24109785157088481 0.89853194542229109 0.90278668049722899 2.1566010154783717 1.7984816785319706 0.5852647335268556 0.38885037257568911 147.35960633644595 0.80849298042676254 1.5177723308006532
leaf_count=90 32 2 16 102 123 11 5 11 48 19 3 16 33 10 12 162 13 5 1 165 84 22 10 15 36 8 44 2588 289 59
internal_value=0.00148653 -0.0243779 0.0564895 -0.00415657 0.00160498 0.0200664 0.0325949 0.0101523 0.0354342 1.01695e-05 -0.0773022 0.00133247 -0.0152703 0.0177451 0.0524901 0.00151987 0.00123168 -0.0393219 0.0201104 -0.0161746 -0.0614283 0.00152748 0.0247368 0.00107202 -0.0232521 0.007564 -0.0270791 0.00166011 0.00126581 -0.0196496
internal_weight=167.231 0.762387 0.301579 0.132379 166.468 2.42153 1.81473 1.38253 0.740309 0.355854 0.460808 164.047 1.83099 1.48183 1.15718 162.216 159.722 1.15658 0.676298 0.465637 0.303463 158.565 3.05178 155.514 3.67113 1.87265 1.28738 151.842 149.686 2.32627
internal_count=4034 213 120 118 3821 126 94 83 72 67 93 3695 178 145 135 3517 3501 268 255 250 85 3233 172 3061 110 74 66 2951 2936 348
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 2 0 2 2 0 0 0 1 0 2 0 0 0 2 2 2 1 1 2 0 0 0 2 0 1
split_gain=0.0464924 0.628687 0.56297 0.463207 0.067999 0.10833 0.451216 0.193482 0.256219 0.203275 0.407352 0.197835 0.295314 0.24032 0.176343 0.156712 0.189438 0.103681 0.0607296 0.377337 0.230804 0.740531 0.678971 0.163484 0.114583 0.567535 0.497081 0.396841 0.213675 0.332956
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 0.39718870690000002 48.96897326980001 0.45350438610000005 48.778770352700008 44.421469061800003 0.54228915300000013 0.54386096225000014 0.50706565670000014 0.35471991855000007 0.46495613905000005 49.122847560300009 0.55677973715000018 0.48119816770000007 0.55832160710000012 43.384297312450009 43.525909308350002 43.631818398850008 0.34524415440000006 0.34527409360000011 43.272784938550004 0.4778150355000001 0.48637765340000011 0.49094338495000006 43.680097826700013 0.53866650695000018 0.37078231190000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 7 -7 8 18 11 -11 12 -10 -14 -8 16 -16 -17 23 -20 -21 -22 -23 -6 -24 -26 -27 -28 29 -29
right_child=4 -3 -4 -5 5 6 14 -9 9 10 -12 -13 13 -15 15 17 -18 -19 19 20 21 22 24 -25 25 26 27 28 -30 -31
leaf_value=-0.10483879384042855 0.013808639981983296 -0.12574078350151596 -0.10548666353006075 0.077453291056829909 0.0014480822481643316 -0.12068075971224757 0.099209290151179103 0.043067448204895296 -0.10289510756273196 0.065827692558771578 -0.10493471993843646 -0.11097115765531074 -0.10071242759695792 0.060117376597309362 0.10194310203192919 0.10453046160662334 -0.1033860962787929 -0.10039357404530246 0.056316325275259732 -0.059202762903130382 -0.11513493667685047 0.10910962777566756 0.048404996434815592 -0.030398920865318143 -0.11558980945756932 0.10577973953171182 0.093342732407213261 -0.0058426622992708921 0.0087451448651469105 -0.11199286183401172
leaf_weight=0.16399419765366363 4.3804763979496775 0.39665536447319016 0.29537653550505627 0.92918521631509066 147.41652594276331 0.36200401745736499 0.19263015291653574 1.1058804277563457 0.32525585306575411 0.43333464115858067 0.20615614815869776 0.45748954635200789 0.12400339869782329 0.37051373434223933 0.056540533900260925 0.12538230419158936 0.21886751975944208 0.030743545753921353 1.440269837854429 0.60613950323022425 0.46190474100876588 0.69198438525199879 0.47615478507941578 1.6297196215600696 0.40410306211560998 0.4651993811130527 0.35447441643918898 0.71512154676020168 1.2848509810210087 0.50356849232775858
leaf_count=123 30 46 10 12 2835 9 5 16 58 4 93 129 54 37 1 1 84 164 34 22 17 3 16 26 8 3 10 9 127 48
internal_value=0.00134225 -0.0147089 0.0170085 0.0501066 0.00151609 0.0011805 -0.031861 0.00138483 0.00109376 -0.0352457 0.0107781 -0.0582885 -0.028888 0.0197883 0.0196528 -0.01586 -0.0612326 0.0641778 0.00153897 0.0103788 -0.0007157 0.00590161 0.0173219 0.00109986 0.00221157 -0.00368952 0.00991756 -0.00568593 -0.0197073 -0.0497044
internal_weight=166.625 1.78521 1.38856 1.09318 164.839 160.459 0.986168 159.473 158.367 1.91675 0.639491 1.27726 0.819773 0.494517 0.624164 0.431534 0.275408 0.156126 156.45 7.40377 5.9635 5.35736 4.89546 149.046 4.20347 3.72732 3.32321 2.85802 2.50354 1.21869
internal_count=4034 191 145 135 3843 3813 264 3549 3533 375 97 278 149 91 255 250 85 165 3158 297 263 241 224 2861 221 205 197 194 184 57
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 2 1 0 2 1 1 2 2 2 0 1 2 0 1 0 2 2 2 0 1 1 2 0 1 0
split_gain=0.0431894 0.197528 0.198385 0.250684 0.147043 0.116747 0.104594 0.0924151 0.0981106 0.0779551 0.0821915 0.0541729 0.264605 0.0698672 0.473654 0.339009 0.742606 0.508019 0.293309 0.226641 0.219967 0.206207 0.0830048 0.497253 0.457842 0.244281 0.204008 0.150612 0.274378 0.0949607
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.52453519355000011 34.883496062400006 0.33992994225000006 0.50706565670000014 34.654301448200009 0.4349121284000001 0.43563066975000003 35.171584490050009 35.419594101850009 37.038444968100009 0.5296248615500001 0.36491422415000008 36.491284729650012 0.50278434775000014 0.44670818240000004 0.5216909673500002 35.879804895950009 37.137227079750012 37.828051409500013 0.50706565670000014 0.39476362980000007 0.40667944075000007 37.903039192800001 0.54429508100000012 0.45280081435000008 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 7 -1 -2 -9 -6 -11 -7 -13 14 15 16 20 -17 -16 -19 -14 -15 23 -23 -25 -26 -24 -27 -29 -28
right_child=5 2 3 4 9 11 -8 8 -10 10 -12 12 13 21 18 17 -18 19 -20 -21 -22 22 26 24 25 27 29 28 -30 -31
leaf_value=0.016073687898026691 0.053007153232828966 0.10161585558111018 -0.12475470347634868 0.10354742539325593 -0.10309246066194154 -0.014744508396341642 -0.085838774110404248 0.044435597861920952 -0.017116676026514229 0.10201542359544027 -0.10106103648619441 0.065825209865704823 0.078953496521530525 0.051467397106714434 -0.11227256081068392 -0.031846944170668412 -0.13724972250027981 0.060697066504218446 0.042081694490711828 0.0082972488454919561 -0.034379399672730945 0.062334017872257702 -0.058977683458002486 -0.052570617760334983 0.063011565100000971 0.033442167699503873 -0.00069242261544792195 -0.10662625745162996 0.010500111077873412 0.0048419938195835331
leaf_weight=0.13213018824353528 0.76342227426357467 0.20286329835653305 0.14738701842725277 0.15343226119875908 0.080253816951881163 2.1387672896362337 0.42343071224240703 0.43199213439493156 0.64650110111688264 0.058561824262142181 0.030211873790449317 0.63256479556593959 0.33610081204096676 0.82045419541827769 0.62931806466076512 1.742342071898747 0.52033778908662498 1.6760876270709562 0.15304786463639175 1.6263718591362701 0.34917127207154408 1.4936945067020122 0.56946696679551578 1.3456328492611649 0.85985308844829011 0.63295561471022643 101.85976606907479 0.30787913332460448 0.57082283783529419 44.567683743076941
leaf_count=61 29 6 3 2 23 32 41 40 11 1 122 16 15 15 50 14 19 20 60 25 37 38 15 16 10 3 1604 26 31 1649
internal_value=0.00120956 -0.0174726 0.0189708 -0.0167125 0.0326705 0.0013489 -0.0616007 0.0263838 0.00753818 -0.031667 0.0329035 0.00106571 0.00127614 0.00102104 -0.00872473 0.00045686 -0.0471829 0.0118418 -0.0820775 0.0348916 0.0212062 0.00146893 0.00119942 0.0136026 -0.00597958 0.0204569 0.000759748 -0.00374879 -0.0305386 0.000992071
internal_weight=165.903 1.22827 0.67271 0.469847 0.32246 164.674 0.555561 1.84192 1.07849 0.169028 0.0887737 162.832 160.694 160.061 7.03278 6.25041 1.20561 5.0448 0.782366 3.30246 0.685272 153.028 152.208 5.21084 3.71714 2.37151 146.997 1.51166 0.878702 146.427
internal_count=4034 259 157 151 148 3775 102 80 51 146 123 3695 3663 3647 240 130 71 59 110 45 52 3407 3392 124 86 70 3268 60 57 3253
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 2 2 0 0 0 2 1 0 2 2 2 0 0 0 1 1 1 2 0 0 0 0 2
split_gain=0.218098 0.140425 0.232117 0.172912 0.272362 0.188168 0.272275 0.133509 0.227466 0.232602 0.22134 0.706423 0.73542 0.370562 0.345641 0.389902 0.755513 0.890241 0.504852 0.53778 0.452155 0.333597 0.368033 0.783245 0.721208 0.369048 0.296354 0.975133 0.428643 0.455895
threshold=0.57619532350000013 0.59897907245000015 0.59734738480000016 0.46112391845000006 0.4591329601000001 40.94178426300001 40.844669808050007 42.094663496250007 42.006870117350005 0.57152480465000022 0.47997065955000012 0.4778150355000001 42.753078181500008 0.34515433670000012 0.47769527860000011 47.927946529500012 42.719328117250008 42.67709657435001 0.46989611090000011 0.45798030000000006 0.37331217625000007 0.34524415440000006 0.3459626957000001 0.34575312120000007 42.283941020600004 0.48898236580000004 0.52507409960000018 0.53158588065000012 0.5216909673500002 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 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 -2 8 9 -1 11 14 -13 -12 15 16 17 -9 19 20 -18 -15 23 -23 -24 -26 28 -28 29 -27
right_child=1 -3 -4 -5 -6 -7 -8 10 -10 -11 13 12 -14 21 -16 -17 18 -19 -20 -21 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.00011818964651583673 -0.0019723492204734862 -0.0019777301344317921 0.0018508073683342072 -0.0020383685622942988 0.0019960019817492143 -0.002157102786640826 0.0020632523865794479 -0.00038524283193860974 0.00060379691082247449 0.00080080392786286564 0.00077524431744128606 -0.0023318087212467467 -0.00033788651847927099 -0.00086607427900225662 0.0014425685463461846 0.00026103764951458381 0.00038849747113919994 0.0020226213989115662 -0.0020715664235353738 0.0010391659283325988 -0.0020118700005649489 0.00012992361412520986 -0.0018401620794601102 0.0016045044355551443 -0.00073823479993836332 -0.00020263487006100334 -0.0022146548166405941 5.5662492242342092e-05 0.0015457078811267758 0.00069083426238396718
leaf_weight=128.30171078941567 0.11694190232446888 0.2591847206431338 0.15497050453268457 0.27766029385338697 0.16414353607251542 0.24213177327874291 0.14272303879261017 1.9948745818765021 3.9880644852310061 1.9483516065811262 2.9886345751583567 1.0462424787692719 2.220664762891829 1.4467139691114415 0.63999950140714723 7.6615311056375504 0.46649482659995578 0.83846914768218983 1.1959499812801366 0.62879012548364688 0.85413296226033708 6.0748829562216988 0.80973769631237047 1.793853750452399 2.1339365862950244 4.5646552446924051 0.7757517036243361 11.660425876616499 1.0623570052412095 4.2306735136435236
leaf_count=1690 60 649 13 162 4 31 1 65 39 44 13 37 31 13 5 54 11 4 106 15 195 48 21 55 29 38 169 287 45 100
internal_value=0.000103552 -0.000679504 -0.000373214 -0.000738472 -0.000196487 -0.000913676 0.000245791 0.000109168 0.000142524 0.000128401 2.78879e-05 -0.000153907 -0.00097645 0.00011286 3.4267e-05 -3.18105e-05 -0.000407086 0.000327315 -0.00106863 -0.000453343 -0.00116397 5.55673e-05 9.58422e-05 0.000466087 -1.95954e-05 4.07531e-05 0.000115317 -8.59568e-05 0.000369238 0.000227136
internal_weight=190.685 1.35776 1.09857 0.943601 0.66594 0.501797 0.259665 189.327 134.238 130.25 55.0888 17.5471 3.26691 37.5416 14.2802 13.6402 5.97871 2.83334 3.14537 1.94942 1.32063 34.553 33.1063 7.86874 25.2375 24.4278 22.2939 12.4362 9.85769 8.79533
internal_count=4034 920 271 258 96 92 61 3114 1773 1734 1341 523 68 818 455 450 396 69 327 221 206 805 792 103 689 668 639 456 183 138
is_linear=0
shrinkage=0.00196078


Tree=964
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 1 1 2 2 2 1 1 0 1 1 2 1 0 2 0 1 1 2 2 2 1 1 0 1 0
split_gain=0.0438331 0.349415 0.181845 0.12857 0.0644372 0.368614 0.205529 0.174475 0.581332 0.386347 0.399963 0.36936 0.163263 0.18625 0.459312 0.334044 0.241443 0.100202 0.308374 0.112561 0.129739 0.694811 0.717918 0.542321 0.673719 0.296194 0.349628 0.337046 0.54908 0.31613
threshold=0.46476153410000004 0.4662734648500001 42.522337019050006 42.536568606950006 0.56294721715000018 0.45036076765000005 0.44805544745000009 41.092444989200011 42.283941020600004 42.558389508100007 0.44805544745000009 0.43287626120000006 0.54646567465000018 0.40667944075000007 0.42209814075000007 41.092444989200011 0.42473279245000012 0.54300769440000007 40.340071172300007 0.54136103710000005 0.39971857130000005 0.39587138110000003 36.79544512155001 43.631818398850008 43.680097826700013 0.39476362980000007 0.39091643965000006 0.53043322055000008 0.39408999735000005 0.5223196910500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 12 11 -9 -10 -11 -6 17 -14 -15 16 -16 19 -19 20 21 25 -23 -24 -25 26 29 28 -28 -1
right_child=1 2 3 -5 7 -7 -8 8 9 10 -12 -13 13 14 15 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00042818790811309195 0.043150530375809459 -0.10797965002873589 0.10291161187207368 -0.10037187084395192 0.095295798369966947 -0.055267981573175064 0.043791817447687897 -0.087605382258599609 0.06820851947565125 -0.10795148410581189 0.0084642927098507355 0.011602780482886293 0.018376115434057452 -0.10740374756068621 -0.0099098420649784101 0.015849870744945441 -0.10759194886549531 -0.011164401223186975 0.032275047183682813 -0.019316527551454715 0.010889072578379108 0.049087615777776546 -0.11007838722533987 0.10480147489889136 -0.11064498478850458 0.048225142834506234 -0.10615050648588212 0.016005062188730584 0.016125743741947873 0.023030994172004632
leaf_weight=113.50137063940701 0.47258895273262058 0.40523285794654385 0.083135202527046204 0.049719749975338345 0.58486461446591231 1.1635180833945913 1.1262810298358079 0.73242310980276704 0.86311123520135913 0.35545965140772784 1.7384871372541963 5.3591152556691668 1.0538368040433841 0.62077410068741334 0.52392856776714347 1.6510406741726908 0.4893991411299794 2.8821624646661794 3.7742488285293803 2.6983507879776871 12.822651804366158 0.56751404347596635 1.4806449099014574 0.30959663446992625 0.27324749968829565 1.3370476745767508 1.0447559875465224 0.80700673442333926 0.56630061452597136 6.5446751097333609
leaf_count=1853 14 479 1 277 21 27 10 30 12 71 89 212 34 61 6 37 60 31 40 29 249 13 96 2 83 13 98 10 9 67
internal_value=0.00117177 -0.0195902 -0.0746937 0.0268346 0.00129905 0.000806569 0.00123002 0.00923508 -0.00784663 0.0119085 -0.011298 0.0198378 0.000916608 -0.018204 -0.0299385 -0.0118898 -0.0570866 0.00147487 0.0134662 0.000912583 0.00130456 0.000332511 -0.0505193 -0.0779138 0.00379642 0.00141321 0.000902118 -0.0367456 -0.0631693 0.00166045
internal_weight=165.882 1.01068 0.538088 0.132855 164.872 155.238 154.075 9.63346 3.68948 2.95706 2.09395 5.94398 152.949 4.33898 3.28514 2.66437 1.01333 148.61 6.65641 141.953 139.255 126.432 2.631 2.06349 0.582844 123.801 122.464 2.41806 1.61106 120.046
internal_count=4034 771 757 278 3263 2828 2801 435 202 172 160 233 2791 198 164 103 66 2593 71 2522 2493 2244 194 181 85 2050 2037 117 107 1920
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 1 2 2 1 2 2 2 1 1 2 1 2 0 2 2 2 0 0 0 0 1 2 0 2
split_gain=0.0515456 0.191098 0.0425427 0.608636 0.549385 0.793761 0.507237 0.238029 0.338965 0.412428 0.643683 0.777629 0.206193 0.254479 0.401981 0.297471 0.158873 0.428527 0.296217 0.252745 0.698148 0.611522 0.193089 0.244794 0.168183 0.132252 0.52945 0.188822 0.157789 0.495377
threshold=0.39498817400000003 0.37331217625000007 0.37078231190000005 0.51401155655000019 0.37413550490000008 0.51505942935000004 0.36945001650000003 37.784765830350004 39.952536079750011 0.37286308795000006 40.040005255000004 43.832725745850006 43.89540535710001 0.39162001140000008 0.39193437325000008 48.96897326980001 0.36006406990000012 38.244973486750006 0.49949103320000005 39.861052345600008 40.00488309970001 47.927946529500012 0.47817430615000006 0.47769527860000011 0.50008981770000005 0.48637765340000011 0.34587287805000005 41.319407281650008 0.48351845755000006 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 7 -5 -6 16 -4 -9 -10 -11 -12 -7 -14 -15 -16 18 24 25 -19 -21 22 23 -22 -18 28 -27 -28 -2 -30
right_child=2 -3 3 4 5 12 -8 8 9 10 11 -13 13 14 15 -17 17 19 -20 20 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.019193833211298555 0.0017611424932263465 -0.10319555350319812 -0.0014348259255252595 -0.12044976247103174 0.10197141953933904 0.002132049993277106 0.050181256513475159 -0.13722841471724675 0.036591826582765108 0.079745700610068554 -0.12891989067950543 0.041032070236721105 -0.082840468202743989 0.066181859139267607 -0.10389699894833411 0.027217783357377963 0.020735894104909613 -0.11371555823821805 0.046120282669995405 0.11150976856084019 -0.10104880610694909 0.084557686245919569 -0.11766451772034586 0.10174680520069045 -0.0136580951635627 0.044911626460424063 0.025341886011933264 -0.0090847782407550062 0.012367402176486783 -0.038014523936984179
leaf_weight=0.31692765327170391 70.279047113489014 0.21353048327364377 1.1697138151357642 0.36625045200344075 0.78990379588503756 55.501470549468991 2.175056153908371 0.42660461961804719 0.53659057826735113 0.26625005155801762 1.1460164719283055 0.35189733224751751 0.63955961579631448 0.47989582270383813 0.4360928394316943 0.28686209243323901 2.5751619263955936 0.49383466225117478 1.5329441991634656 0.27991157770156849 0.142832478510172 0.23210664652287949 0.82456610631197691 0.10205021500587463 3.1741842670598999 3.4146646820008746 2.0605314429849368 7.0240432750433683 3.8422002829611293 3.9660788867622614
leaf_count=15 1044 158 22 7 9 1597 30 24 9 2 50 49 30 5 317 243 34 15 37 1 87 4 20 2 20 35 42 41 33 52
internal_value=0.00104951 -0.0300728 0.00114986 -0.00090735 0.00164176 0.00241095 0.00240687 -0.0391727 -0.0553577 -0.0401773 -0.0635275 -0.0889939 0.00103952 -0.0318724 -0.00477249 -0.0518718 0.00136717 -0.0123129 0.00252916 -0.0512645 -0.0317633 -0.0625755 -0.0945084 -0.0165376 0.00174715 0.00179149 0.0113418 -0.00127624 0.000262794 -0.0132232
internal_weight=165.047 0.530458 164.516 62.3971 58.5 58.1338 102.119 3.89707 2.72736 2.30075 1.76416 1.49791 57.3439 1.84241 1.20285 0.722955 99.9442 7.82465 92.1195 2.0753 1.58147 1.30156 1.06945 0.244883 5.74935 90.5866 12.4992 9.08457 78.0873 7.80828
internal_count=4034 173 3861 2364 2208 2201 1497 156 134 110 101 99 2192 595 565 560 1467 183 1284 129 114 113 109 89 54 1247 118 83 1129 85
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 0 2 1 0 1 2 1 0 0 1 0 2 2 1 2 0 2 0 1 1 2 1 0 0 2
split_gain=0.0417481 0.251115 0.0714157 0.102368 0.0688896 0.0867225 0.0601029 0.144274 0.40023 0.255196 0.0634427 0.0739874 0.145863 0.21226 0.0499876 0.728466 0.511347 0.418558 0.0753551 0.190981 0.436395 0.162164 0.146161 0.139071 0.420292 0.313759 0.20952 0.0981916 0.0929494 0.0920809
threshold=33.151194885250007 0.38906020780000011 0.53043322055000008 0.5681267027500001 0.42569084760000003 0.42314601355000009 34.883496062400006 0.34398670700000006 0.49830843385000007 0.36575252235000005 34.654301448200009 0.38780276035000005 0.53749887730000012 0.54797760550000019 0.31060447290000009 0.39606598605000004 49.122847560300009 44.952171034750002 0.31100865245000009 48.96897326980001 0.45350438610000005 49.122847560300009 0.55677973715000018 0.32388251845000005 0.34219035360000005 37.52517992975001 0.31761025120000003 0.5054040298000001 0.55832160710000012 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 -2 -9 -10 11 -11 -13 -14 15 16 17 -8 -16 23 -21 -22 27 26 25 -25 -20 -23 -24 -26
right_child=6 2 3 -5 -6 -7 14 8 9 10 -12 12 13 -15 18 -17 -18 -19 19 20 21 22 28 24 29 -27 -28 -29 -30 -31
leaf_value=-0.10251829546912408 0.083818792287865568 0.10319537939307773 -0.10343264549112574 0.089930253265246729 -0.091388265969108373 0.10157969359665231 -0.10455616587534917 -0.091521429283162009 0.10415156098081119 0.062988145266387033 -0.014323762262725815 -0.10628934803029483 0.10283448794460744 -0.10199688822077189 0.018398210622879805 -0.14978682326693568 -0.10499666833895688 0.075854266041046406 -0.0010557086591736606 -0.11919127670412982 0.097566143477983147 0.03625904344581584 0.10394353392632796 -0.0042660267193524552 -0.020108164643592493 -0.10922328136549267 0.046146569716895375 -0.10294797591743635 -0.10037895178568419 0.0012751222987463574
leaf_weight=0.037830974561073982 0.28418045397847835 0.13915985450148582 0.053642193612176925 0.05592086385922812 0.33604464257587097 0.046295709908008575 0.15075652662016981 0.33809347049100358 0.34674854390323151 0.33133674412965752 0.65544888968452142 0.097950053866952658 0.16209661960601807 0.073544907718769537 2.4500451877247533 0.32794819690752763 0.27151430025696743 0.87489574402570724 2.1210261823143806 0.42756802309304376 0.16684954985976219 0.06970595009624958 0.11037495732307434 0.53760092984884866 2.0413730879085952 0.60574134203488939 1.6893558445153756 0.18554535965085961 0.027890602061233949 149.19599459295659
leaf_count=63 14 2 16 102 29 1 123 22 7 5 11 5 2 60 16 33 10 12 67 13 5 2 1 11 29 69 32 83 164 3025
internal_value=0.000944555 -0.0239872 0.0556494 -0.00474043 -0.0711286 0.00979876 0.00104653 0.0171354 0.00768501 0.0278041 0.00775424 0.0295175 -0.00372694 0.0389056 0.000818105 -0.0166317 0.0170325 0.0493365 0.000995754 0.000724491 -0.0431045 0.0149508 -0.0200777 0.00100172 0.00052986 -0.0598723 0.0198717 -0.0649323 0.0627281 0.000986495
internal_weight=164.212 0.668894 0.248723 0.109563 0.420171 0.0841267 163.544 2.2894 2.00522 1.66713 1.32038 0.664928 0.333592 0.235642 161.254 1.62511 1.29717 1.02565 159.629 157.179 0.987934 0.560366 0.393517 156.191 152.381 1.14334 3.81038 0.255251 0.138266 151.237
internal_count=4034 213 120 118 93 64 3821 126 112 90 83 72 67 62 3695 178 145 135 3517 3501 268 255 250 3233 3134 80 99 85 165 3054
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 0 0 0 1 1 0 2 2 1 1 0 1 0 1 0 1 2 2 1 1 0 2 1 2 0
split_gain=0.0464227 0.0935327 0.131911 0.0913828 0.322333 0.290062 0.129479 0.307885 0.252566 0.518228 0.127149 0.316843 0.294668 0.365497 0.218152 0.0991801 0.282364 0.219824 0.557721 0.134115 0.130205 0.0773975 0.0764142 0.255286 0.174981 0.0753498 0.0689254 0.383603 0.311465 0.837004
threshold=49.283271594150008 0.55677973715000018 0.39718870690000002 47.709122305950011 44.421469061800003 0.37331217625000007 0.39672464895000009 0.51401155655000019 0.39162001140000008 0.39193437325000008 0.43780126340000008 41.571132012400007 39.458743938000005 0.32058920395000007 0.31060447290000009 0.46495613905000005 0.34311846950000008 0.44284602260000011 0.33204095685000007 0.46989611090000011 0.34398670700000006 48.778770352700008 45.295823381400005 0.35471991855000007 0.35862698720000002 0.55832160710000012 38.969453495950006 0.34674111555000003 39.896141435400004 0.47604862130000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 10 -6 -5 -8 -9 -10 11 12 14 -14 -1 17 19 -12 -19 -17 -18 -11 23 -7 -25 -3 27 -22 -28 -30
right_child=1 25 -4 6 5 22 7 8 9 21 15 -13 13 -15 -16 16 20 18 -20 -21 26 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.099446034077330742 -0.0060422458159455055 0.10355420771870255 -0.078032500100512908 -0.0003259783205377851 0.050139864270704375 -0.10318178579867153 0.052155890716067937 -0.069093407432692142 0.10715399661032206 -0.10481104459161428 0.094863528014837994 -0.10406854558263644 -0.10625329008474345 0.095637743503659667 -0.07390873166553176 -0.0085714206638042561 0.026021031923369423 -0.10803026953841176 0.05586085958370797 -0.063711641229384816 0.058735970108006831 -0.0038287944390101632 -0.10306771951132515 0.10249025563162001 -0.10111735854666677 -0.10035690187037649 -0.013232366823606997 0.0029770197034924319 -0.10865122356445994 0.002724264427956217
leaf_weight=0.084653382829855017 0.98244214802980312 0.10022772103548039 0.34352591882270644 3.6494956491515032 0.23184103425592073 0.3183207113906974 1.9163500848808328 0.47556900978088357 0.3658297210931778 0.2009449066608795 0.36222030106000491 0.40138773394210137 0.11370862272451632 0.42417412021313794 0.50947424945843522 0.80905299854930379 2.1246547605842343 0.30551779916277155 0.64811002048099908 0.96989938596379943 1.2981211524456764 0.1219676498149056 0.47480443782751536 0.13965487480163574 0.060491370936688327 0.022121447123936377 15.344230650347525 24.909344194054938 0.67910753656906209 105.35537936564106
leaf_count=4 4 1 90 30 3 42 19 7 2 37 15 156 27 64 153 27 15 31 42 15 15 16 203 3 91 160 251 764 62 1685
internal_value=0.000850202 -0.0169738 -0.0246932 0.00100926 0.000515705 -0.0505757 0.0124176 0.0275143 -0.0130436 0.0256582 0.000921258 -0.0277311 -0.000663432 0.0529579 -0.0492085 0.00120878 0.000971344 0.0285446 0.00335436 -0.0386343 0.00144196 -0.0666689 -0.0740839 -0.0475409 0.0409527 0.0666859 0.00108812 0.0057389 8.39485e-05 0.00201095
internal_weight=163.743 1.44832 1.32597 162.294 155.564 1.22511 6.73016 3.08066 1.16431 0.688742 154.339 1.5334 1.13201 0.537883 0.594128 152.806 151.49 1.31585 0.953628 1.77895 149.711 0.322913 0.993271 0.518467 0.200146 0.122349 147.586 26.2075 121.379 106.034
internal_count=4034 255 94 3779 3668 342 111 81 62 55 3326 404 248 91 157 2922 2834 88 73 42 2792 53 339 136 94 161 2777 779 1998 1747
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 2 1 0 1 1 2 2 1 0 2 2 0 2 1 0 1 2 2 1 2 2 2 2 2
split_gain=0.151456 0.145686 0.452258 0.297844 0.449623 0.273593 0.81567 0.768748 0.683382 0.370193 0.355695 0.320671 0.70988 0.329229 0.509695 0.264186 0.247829 0.231046 0.347416 0.176899 0.505259 0.321546 0.327251 0.483094 0.869293 0.676972 0.536707 0.372208 0.322027 0.909431
threshold=0.57537199485000012 0.47700667645000011 0.34512439750000007 0.34548366815000003 0.34551360740000009 39.952536079750011 41.770271989050009 0.32388251845000005 0.47464147780000004 0.34219035360000005 0.32058920395000007 38.969453495950006 38.121007182500009 0.34398670700000006 0.46989611090000011 35.171584490050009 44.756878345700009 0.39672464895000009 48.86568841230001 0.35651627195000007 0.4871261339500001 0.34575312120000007 41.919251152600005 42.824128352900011 0.34542378970000004 43.047778594550003 42.283941020600004 41.535369675400013 40.241071441700008 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 8 7 -7 11 10 17 12 13 14 15 -1 -6 18 -8 21 -21 22 27 24 26 -25 -24 -3 -23 -30
right_child=-2 19 3 4 16 6 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 28 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0011547426989968379 -0.00057061027751937796 0.00012352565756164579 -0.0020885089051496655 0.00067773212515421892 -0.0021014860595929131 0.00059974533510202788 0.00018580573455541735 -0.002436441042004456 0.0022307400699189202 0.0010950028278195157 -0.0013717833761801015 0.00092596150146598689 -0.0025614742334749124 -0.0012148522855620866 0.0022285487106617546 -0.00034904023311932924 2.530248107297003e-05 0.0005074248711399909 -0.00092272829623121734 -0.0012029505044616052 8.7696649999746961e-05 -0.00032646641665351798 -0.00020021094082254477 0.0010689222695993367 0.00047811438444262804 -0.00020637943753200455 -0.0015160380469461832 0.00066087644754052213 0.0013176225119521643 0.00027750367896019662
leaf_weight=0.60697896043257848 1.2512125956866373 33.738596674054861 0.57646728051349727 0.74735581222921588 0.60798668720144633 0.46919846310629409 3.1468018004343303 1.0124633486848322 0.69258129969239224 1.2246800183784206 0.72498548220028158 1.5063276637811212 0.41561596523388278 0.56384050224369264 0.49714481271803368 1.7274563436512833 0.3223296795040369 2.8509940811927663 1.6605241019278763 1.1828840209418547 82.491918882420578 2.3289679847657707 2.0391354104503971 2.3971369471400976 2.3639310393482447 4.814319568220526 2.8680371788796037 5.8093265611678353 3.8120509171858457 21.237954970449209
leaf_count=77 933 210 105 5 115 36 124 35 5 33 48 16 13 34 5 59 55 58 19 27 1551 24 16 28 25 49 37 30 45 217
internal_value=0.000109281 0.000113894 -4.70537e-05 -0.000872603 -0.000454804 6.17737e-05 -0.000120811 -0.00147497 0.000398683 8.80155e-05 -5.90908e-05 0.000160059 -0.000142667 0.000153407 0.000425863 4.19599e-05 -0.00136461 6.5177e-05 -0.000197099 0.000132762 6.94512e-05 0.000197835 0.000110114 -0.000142054 -0.000498698 0.000217539 -0.000969257 0.000202459 0.000370946 0.000435787
internal_weight=185.689 184.438 19.3537 2.25414 1.67767 17.0996 11.0896 1.48166 6.00995 9.60799 8.38331 5.31736 3.81104 3.39542 2.83158 2.33444 0.930316 7.65832 4.80733 165.084 83.6748 81.4095 54.0305 14.4826 7.2711 7.21146 4.90717 39.5479 27.379 25.05
internal_count=4034 3101 842 280 175 562 353 71 209 282 249 204 188 175 141 136 170 201 143 2259 1578 681 395 155 78 77 53 240 286 262
is_linear=0
shrinkage=0.00196078


Tree=969
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 0 2 2 0 0 2 2 1 0 2 1 2 2 2 2 2 0 0 1 2 0 1 2 2 2
split_gain=0.200154 0.132817 0.738844 0.641475 0.545823 0.186439 0.119222 0.128793 0.145718 0.196973 0.169142 0.172194 0.112595 0.39579 0.642055 0.354673 0.792128 0.419205 0.323602 0.361533 0.161452 0.738857 0.816071 0.806901 1.20994 0.401914 1.00857 0.759535 1.17008 0.463843
threshold=0.57619532350000013 0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 40.844669808050007 40.890797847750008 0.58415915690000009 0.58650938595000024 42.522337019050006 42.536568606950006 0.35862698720000002 0.49094338495000006 42.779078631750004 0.36359689830000008 43.120094701700005 38.625745710700009 43.487767439550005 48.96897326980001 40.720231579350006 0.50339810185000011 0.50465554925000011 0.39971857130000005 41.092444989200011 0.52507409960000018 0.37668033890000002 41.385032804600009 43.631818398850008 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2 -8 -9 -10 -11 -12 13 -3 -15 16 17 -14 -18 -20 -17 -22 -23 24 -24 26 -26 -27 -29 -30
right_child=6 12 -4 -5 -6 -7 7 8 9 10 11 -13 15 14 -16 20 18 -19 19 -21 21 22 23 -25 25 27 -28 28 29 -31
leaf_value=0.00035154729399404641 -0.0019724924712286244 0.00012564679230623411 -0.0025969496269583037 -0.0020905273114150517 0.0021288038455850472 -0.0020296316330542909 0.0012946916021945155 -0.0020734335103409743 0.0017497660714046979 -0.0020635940411337537 0.0020374096503362597 -0.0019646760031504233 -0.00070455117757279987 0.00099078041711237255 -0.0002657904295473073 0.00015443178125481533 0.0020709874001323936 -0.0027991935449810544 -0.002113167520564261 0.0014790146141837506 -0.0018607791091859692 0.0020073104299714781 -0.0025678927734400182 0.00019901930810320797 -0.0010691451688644559 0.00094855629781246677 0.0009146857407781292 -0.0022191598005977357 0.0020326447218040359 -0.00045508271406622172
leaf_weight=0.34337105206213825 0.23107838570604033 92.356233500454437 0.45228567169579026 0.34871015697717656 0.65950736403465271 0.20008349895942956 0.14561686106026173 0.21762384006615321 0.1485214538697619 0.21614057452461566 0.10945258289575577 0.066414468396942539 0.94954805182896895 5.0273378472775212 2.2689273785799742 49.745749668836652 0.41799321233702347 0.59910708278766833 0.2195061020902358 0.21151643991470337 0.82075890692249487 0.77767983824014919 0.96660011913627641 20.111806737075312 1.5635586347198094 0.92292633000761259 2.6639358174725203 1.7454756149090829 0.34444356337189708 1.7632623004901686
leaf_count=13 434 1164 46 10 3 119 5 72 6 135 1 267 16 62 26 697 11 36 59 3 61 13 11 434 31 13 55 85 2 144
internal_value=0.000105324 0.000110347 -0.000391712 0.000251077 0.000929853 -0.000525131 -0.00071563 -0.000394272 -0.000718668 -0.000173222 -0.000901793 0.000526061 0.00011583 0.000160379 0.000600023 6.28688e-05 -0.000680402 -0.00151488 0.000841729 -0.00035037 8.47551e-05 -2.46537e-05 2.41807e-05 -2.70871e-05 -0.000483187 -0.000259379 0.000180957 -0.000649135 -0.00103182 -4.85356e-05
internal_weight=186.615 185.48 2.00396 1.55167 1.20296 0.543455 1.13485 0.90377 0.758153 0.540529 0.392008 0.175867 183.476 99.6525 7.29627 83.8239 2.39767 1.54866 0.849016 0.431023 81.4262 31.6804 30.8597 30.082 9.9702 9.0036 4.22749 4.77611 3.85318 2.10771
internal_count=4034 3114 191 145 135 132 920 486 481 409 403 268 2923 1252 88 1671 125 52 73 62 1546 849 788 775 341 330 86 244 231 146
is_linear=0
shrinkage=0.00196078


Tree=970
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 0 0 0 2 0 1 2 2 1 2 0 0 0 0 1 0 0 2 2 1 1 2 2 0 2
split_gain=0.231965 0.763677 0.741631 0.458431 0.375117 0.812481 0.640884 1.48147 0.633758 0.387897 0.738404 1.0751 0.852523 0.824255 0.774262 0.310812 0.528386 0.362425 0.308758 0.305808 0.321965 0.498903 0.485367 0.686814 0.390169 0.955069 0.731323 1.09304 1.25831 0.722065
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 43.89540535710001 0.38906020780000011 0.5223196910500002 0.52432561900000019 0.52688542260000015 39.110279783550006 0.53544804050000006 0.39900002995000006 41.481306584950012 43.487767439550005 0.39591628995000006 36.79544512155001 0.47883296910000012 0.4784437592000001 0.47916230050000003 0.5398790455000001 0.36533337325000009 0.48637765340000011 0.48797940185000005 43.120094701700005 42.310579034350006 0.34545372890000009 0.34560342505000002 40.563919884450009 42.824128352900011 0.47976108500000009 41.50623664750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 4 -4 -6 8 -8 -7 10 11 13 -13 -9 -15 16 -1 -17 -11 20 24 -22 23 -23 26 -26 -19 28 -28 -30
right_child=2 -3 3 -5 5 6 7 9 -10 18 -12 12 -14 14 -16 17 -18 19 -20 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=8.8730736649609177e-05 -0.00072148932720778492 0.0012186473418074897 0.00052995111160485087 -0.00075864366577841518 -0.001123032365326115 9.2351651642792756e-05 -0.0021702189528792987 0.0012410311506444221 0.0013961082929915864 0.00044364811262059725 -0.0021376112751659892 -0.0022361709598997244 0.00084654801754053698 0.0010265685413892137 -0.002087091651478701 0.00093632372837705211 -0.00082716909364148388 0.00090830642603557975 6.7915021645908728e-05 -0.00031724838698612111 0.0012171520563561864 0.00043483645321200088 0.00097990805748986078 -0.00052188982710931169 -0.00092251090831831062 0.00015123779370532767 0.00081571168094084407 0.00088181062858689913 -0.00010215754196257443 -0.0012606900189030107
leaf_weight=36.984302438770101 4.4643973195570643 2.7301095686852923 8.0515545507660118 2.2918428957736969 2.0866209166706531 2.8675579063128671 1.1273952337069193 2.2349702641367908 2.8663381226360798 11.480785374529658 0.78459175152238447 1.2290861289948223 0.47944459412246931 0.53933329926803686 0.71291675639804453 2.7952146623283616 2.5913490615785113 6.3258692435920265 31.421634905917699 3.9004610318224868 2.8217809647321728 10.443077393341811 3.5494273230433455 3.985954336822032 3.7729257927276221 20.43305951077491 3.3368197027593878 5.1288268566131583 4.7435263209044916 3.6674554273486137
leaf_count=989 156 30 64 600 35 23 85 18 20 61 37 45 25 8 45 15 31 35 1142 39 19 127 26 28 34 190 18 31 26 32
internal_value=0.000139802 0.000193758 5.27384e-05 0.000103439 0.000133428 7.82217e-05 0.000123187 5.19978e-05 0.000744091 0.000103249 -0.000364581 -9.68418e-05 -0.0013711 0.000527471 -0.000746065 0.000169316 2.87591e-05 0.00024358 0.000168462 0.000216727 0.000247261 0.000450641 0.000330335 0.000170545 0.000158029 -1.61247e-05 0.000339716 0.000126591 -0.000203121 -0.000607315
internal_weight=189.849 117.21 72.6385 68.1741 65.8822 57.8307 55.7441 50.0102 5.7339 48.8828 5.98034 5.19575 1.70853 3.48722 1.25225 114.48 39.5757 74.9044 42.9024 72.1092 68.2087 20.8002 17.9785 14.429 47.4085 24.206 23.2025 16.8766 11.7478 8.41098
internal_count=4034 1670 2364 2208 1608 1544 1509 1466 43 1381 178 141 70 71 53 1640 1020 620 1203 605 566 200 181 155 366 224 142 107 76 58
is_linear=0
shrinkage=0.00196078


Tree=971
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 0 1 2 1 2 0 0 2 1 2 1 2 1 1 1 1 2 1 0 0 0 2 2 0
split_gain=0.0439222 0.55974 0.46976 0.396708 0.13756 0.0582397 0.361466 0.0679361 0.238033 0.162074 0.549361 0.201682 0.0686462 0.352339 0.188861 0.136821 0.0905133 0.0636973 0.339587 0.298185 0.334042 0.331975 0.261759 0.285065 0.487131 0.328633 0.328573 0.327795 0.245301 0.753496
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 0.39718870690000002 0.42018203045000008 0.32388251845000005 42.066503896600004 0.34219035360000005 35.171584490050009 0.45994131915000008 0.46898296455000005 43.572676689450006 0.35862698720000002 50.205949521800008 0.34398670700000006 38.969453495950006 0.34674111555000003 0.35738450945000005 0.36042334060000009 0.36359689830000008 38.748048509250005 0.37473428940000003 0.51191581090000016 0.56395018115000017 0.56294721715000018 38.400997490450003 39.896141435400004 0.47604862130000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 8 -8 10 -9 -12 13 -11 -15 -16 -14 18 -18 -20 -21 -22 23 -23 -25 26 27 -26 -19 -30
right_child=5 -3 -4 -5 -6 6 7 9 -10 12 11 -13 16 14 15 -17 17 28 19 20 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.017529127576241026 0.012673506969646276 -0.12383206866605423 -0.1045834681284888 0.10667811714674102 -0.1026853196096645 -0.10459015686442177 0.053166643041296105 0.074306661217839826 -0.016478671881968679 -0.044526653371945814 -0.024128204656228804 -0.11672551793742579 0.020621811304580601 0.10635856744695758 -0.10060036401646644 0.10172820000454211 0.056536640699017718 -0.011617985776171045 -0.045163800194689241 0.08443168404131296 -0.069173782858405489 0.018726859383175108 0.03668430940491027 -0.11399127770464193 0.00092844830458146022 -0.085669523781093548 0.053451666154128941 -0.053452767766358836 -0.10791491599637393 0.0024568013327801426
leaf_weight=0.28479624504689016 4.3167353837707187 0.36650636179820129 0.25103315711021423 0.53235907852649689 0.14297254881603294 0.32415005949178421 1.0179918783251185 0.34124753024661802 0.94750301260501135 1.308165512468803 0.4393084209295921 0.50631033019453753 2.4119893237948409 0.28851948678493489 0.098833975935121998 0.050500079989433289 1.2452447600662733 15.504796993447597 1.2210798542946601 0.52440175977244763 0.60835539433174091 6.7605338927824112 2.431495387096219 0.40828842704286117 10.347236276684265 0.46464065008342537 1.0527684763073928 1.2414011558284972 0.62209146661916648 108.24081814812052
leaf_count=13 30 46 10 3 119 182 21 22 34 88 36 36 21 2 57 1 15 251 16 19 8 65 32 12 222 350 7 25 60 2231
internal_value=0.00105228 -0.0155527 0.0172134 0.0490582 -0.02265 0.00121327 0.000900968 0.00111728 0.0195928 0.000884674 -0.0344574 -0.0737074 0.00117842 -0.0185377 0.059109 -0.0321792 0.00140329 0.00109564 0.00556632 0.00303359 0.00550235 0.00372704 0.00568022 0.00196201 -0.00642459 -0.0030736 -3.77509e-05 -0.00489699 0.000150029 0.00182609
internal_weight=164.302 1.57767 1.21116 0.960128 0.427769 162.724 158.408 158.084 1.96549 156.118 1.28687 0.945619 154.831 1.74602 0.437854 0.149334 153.085 150.673 26.3054 25.0602 23.8391 23.3147 22.7064 20.2749 13.5143 13.106 12.6414 11.5886 124.368 108.863
internal_count=4034 191 145 135 132 3843 3813 3631 55 3576 94 72 3482 148 60 58 3334 3313 771 756 740 721 713 681 616 604 254 247 2542 2291
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 2 2 2 2 2 0 0 2 2 0 0 2 1 1 2 1 2 1 1 0 1 1 1 2
split_gain=0.0397505 0.266703 0.207918 0.253292 0.509944 0.27314 0.198021 0.154165 0.374085 0.337166 0.293059 0.259868 0.763229 0.150447 0.429924 0.139087 1.21511 0.133384 0.12089 1.0038 0.814182 0.404082 0.932435 0.414462 1.01416 0.4429 0.571222 0.368125 0.668652 0.246938
threshold=40.633548727200008 40.80591513400001 40.316494640950005 0.39591628995000006 0.41853537320000006 40.467253020850002 40.206947806850003 40.137820134150012 40.040005255000004 39.896141435400004 39.685256516350002 0.50410167360000013 0.52432561900000019 40.890797847750008 40.94178426300001 0.48306936920000004 0.4778150355000001 40.241071441700008 0.34656148020000005 0.34674111555000003 41.035283712600005 0.34569324270000007 41.32819714970001 0.34545372890000009 0.34542378970000004 0.4815274992000001 0.34560342505000002 0.3459626957000001 0.34614233110000009 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 6 5 -5 -4 7 8 9 10 -1 -12 -13 -3 -15 16 -2 -8 21 -20 -21 23 -23 24 -16 26 -25 29 -29 -24
right_child=1 13 3 4 -6 -7 17 -9 -10 -11 11 12 -14 14 18 -17 -18 -19 19 20 -22 22 27 25 -26 -27 -28 28 -30 -31
leaf_value=0.0024836196150826301 0.099672632387684146 0.023373726106592479 0.049190347560217007 0.030308899890057618 -0.045622628963338539 0.0081705461650757177 -0.045293545167319302 0.0288624045571544 -0.041249104768431979 0.02848039732006092 -0.053713230854475241 0.060878639567394671 -0.05644383990548995 -0.065434211635204076 -0.00066824024058651909 -0.01447553145251744 -0.13411685161161976 -0.005162499208814504 -0.1529281370931044 -0.11002191834970135 0.00051897309679760795 0.084789975435782317 -0.00072272867944387937 -0.05382037224847578 0.094319104920413774 -0.062662865619492011 0.026790676508088432 -0.056749189187050089 0.013009271082967448 0.037685168329875902
leaf_weight=42.127757801812209 0.33365946037520089 2.8797711418010286 3.1121740418602695 1.8799779090113591 1.670248914932017 3.3931436803541146 1.4978403975255781 2.04744733795087 2.0253594214736941 4.5721988367658914 1.8202850446104992 1.0213617803528907 1.2130325977996106 0.98841431806795199 32.500539032665984 4.0741433590592351 0.66618395586556289 1.8525613309320759 0.44640874164179223 0.68122916824359236 30.422945910507678 1.8145691230893124 2.6167509928345662 1.4603060003719286 1.1642931406386186 2.1254060994833708 2.2084944349480793 2.0127106240252033 4.3303864998742938 4.6461973689729348
leaf_count=1203 54 37 32 11 39 39 15 31 30 63 17 16 33 16 550 47 10 30 9 19 1435 16 13 28 23 31 23 37 30 97
internal_value=0.000949355 -0.000369082 0.00279218 0.0160699 -0.00541404 0.0277946 0.000497243 0.00193945 0.000895048 0.00257681 1.22738e-05 -0.0256648 -0.00281468 0.000884456 0.000143608 -0.0226775 -0.0560986 -0.0231036 0.000893554 -0.00403891 -0.00190204 0.00372925 0.0174555 -0.00163497 0.00261688 -0.0263386 -0.00529523 0.00847542 -0.00912559 0.0238473
internal_weight=163.606 95.3724 68.2334 10.0555 3.55023 6.50532 58.1778 54.8274 52.78 50.7546 46.1824 4.05468 2.23439 90.2984 87.4187 5.07399 0.999843 3.3504 86.4302 31.5506 31.1042 54.8797 15.4206 39.459 33.6648 5.79421 3.6688 13.606 6.3431 7.26295
internal_count=4034 2475 1559 121 50 71 1438 1393 1362 1332 1269 66 49 2364 2327 111 64 45 2311 1463 1454 848 193 655 573 82 51 177 67 110
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 1 2 0 1 1 2 0 2 2 0 1 0 1 1 0 0 0 1 1 2 1 2 2 2 1
split_gain=0.0376073 0.495304 0.417761 0.366386 0.0488294 0.058598 0.341551 0.940487 0.223429 0.17572 0.37325 0.501092 0.373813 0.474745 0.13139 0.418749 0.141054 0.0898648 0.0630662 0.395838 0.947648 1.08593 0.183625 0.159119 0.586945 0.109909 0.634862 0.508033 0.217914 0.151541
threshold=0.39606598605000004 0.31060447290000009 49.122847560300009 44.952171034750002 0.39718870690000002 0.34311846950000008 37.999598532650005 0.46989611090000011 0.33750486510000005 0.34219035360000005 48.96897326980001 0.44284602260000011 48.778770352700008 42.066503896600004 0.46989611090000011 0.34398670700000006 0.45350438610000005 0.32388251845000005 0.34485494450000004 0.48244064550000004 0.47943175355000006 0.47769527860000011 0.34494476210000008 0.34509445825000007 41.385032804600009 0.34527409360000011 40.890797847750008 41.646178195200001 42.198888176300009 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 8 9 17 10 11 12 13 -8 16 -16 -7 -6 19 20 21 -17 -20 24 -24 26 -25 -28 -29 -27
right_child=4 -3 -4 -5 5 14 7 -9 -10 -11 -12 -13 -14 -15 15 18 -18 -19 22 -21 -22 -23 23 25 -26 29 27 28 -30 -31
leaf_value=-0.10461547245321089 0.011527554208675718 -0.12117606026958772 -0.10412557459443927 0.074262990121260641 0.019634785436901777 -0.10926333830200995 0.035991409801042082 -0.13117007763851393 0.066250913714500301 0.041650013126809424 -0.11737615134249686 -0.10800861293339246 0.10517262161616266 -0.10359554462200321 0.060966371760708231 0.010754023040286319 -0.016794380294362331 -0.066240922902839464 0.022636632824535003 -0.043207577994988026 0.039176580822733599 -0.08614264760889237 -0.051556030115377752 0.065090287894298327 0.016547731041942331 -0.023649390270800985 -0.045362714117608546 0.035386076811864675 -0.0054200178776485676 0.0012521501449533332
leaf_weight=0.1346925280176936 4.2972893286932949 0.33840431942826388 0.22794608026742935 0.76396797876805067 0.26979482332535443 0.19040208596515995 0.84571805357700325 0.68579750775825221 0.81167915789410472 0.72181917168200005 0.30778749380260695 0.34653404494747508 0.42377877235412587 0.3422575772710843 1.1693880315870036 3.0233963730279338 1.2348191851178851 0.22222987114218995 3.9832131362054488 2.3100783266127101 4.0262687504291534 1.8731867824681101 2.460947733372449 1.8116582669317702 2.605071620317176 2.4956189551739945 1.9081467278301714 2.6081751864403486 2.6266231351764873 117.8464204213949
leaf_count=123 30 46 10 12 37 146 37 12 21 8 9 53 3 56 11 39 85 22 28 21 21 17 16 13 25 38 15 22 38 3020
internal_value=0.000865982 -0.0150838 0.0167837 0.0474524 0.00101071 0.00072313 -0.00995392 -0.025559 0.0340193 -0.00131854 -0.0150054 0.00108436 0.0245398 -0.0042238 0.00107236 0.00135807 -0.0291477 -0.0191522 0.000892063 -0.00631403 0.00323751 -0.0263138 0.00147716 0.000849881 -0.0165354 0.00153106 0.0122193 -0.00119026 0.0149111 0.000735749
internal_weight=162.913 1.46501 1.12661 0.898661 161.448 157.151 4.9774 3.67369 1.3037 2.9879 2.26608 1.95829 1.61175 1.18798 152.173 150.748 1.42522 0.492025 149.579 11.2329 8.92285 4.89658 138.346 134.363 5.06602 129.297 8.9546 7.14295 5.2348 120.342
internal_count=4034 191 145 135 3843 3813 258 178 80 166 158 149 96 93 3555 3324 231 59 3313 98 77 56 3215 3187 41 3146 88 75 60 3058
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 2 2 2 2 0 0 1 2 2 1 2 1 0 1 2 1 2 2 1 1 1 0 1 2
split_gain=0.17121 0.136444 0.373256 0.302712 0.819874 0.552973 0.535364 1.22406 0.422636 0.984023 0.411577 1.32594 0.540589 0.516741 0.471416 0.358411 0.700774 0.3165 0.505109 0.283688 0.277105 0.260922 0.259522 0.778376 0.620636 0.593545 0.156072 1.15096 0.836033 0.727919
threshold=0.57537199485000012 42.094663496250007 42.066503896600004 0.47997065955000012 42.686561923500008 0.47754558250000007 42.779078631750004 43.426640904350009 43.631818398850008 44.262924377150007 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 0.35275889945000011 43.120094701700005 0.34542378970000004 0.47515044460000005 0.40099098830000007 47.709122305950011 0.36042334060000009 42.779078631750004 42.47354681640001 0.34566330350000002 0.34584293880000011 0.39542229275000007 0.53544804050000006 0.39408999735000005 36.728658719300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 5 17 -6 -8 -9 -10 12 -12 15 -14 -15 22 -17 18 -3 20 -13 -18 23 -5 -24 -25 28 29 -1 -28
right_child=-2 3 -4 10 6 -7 7 8 9 -11 11 19 13 14 -16 16 21 -19 -20 -21 -22 -23 24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00015401382630592241 -0.00059794493965079987 0.00033183065797423827 0.0011334438143142272 -3.8830241768373475e-05 0.0009741833825254809 -0.0021781381049129377 -0.0021000405165419603 0.0012867495144501071 -0.0022217218974825833 0.00013469722089795878 -0.0023027475449054866 -0.001121115912304199 0.0018642409401836155 0.0019855427818042089 -0.0024496461525693736 -0.0012246909570221664 0.001302755932976308 0.00057136681078706847 -0.0022469355706022593 0.00021048488743269562 0.0001485490814100713 -0.00015449768024754977 0.00053328058232963473 0.00011011166968413587 -0.00041084668951857069 0.001760623149226563 0.00040255553015064552 0.0001243107507163093 0.0013541899424585806 -0.0021046903283719813
leaf_weight=94.546194221066798 1.2843689058927328 0.53363592270398219 1.4804055526619766 3.7732581370510259 1.9478911888145365 1.1476267820689825 1.1037208477209777 0.99721013603266229 0.74204322874720574 8.3278319872770208 1.0154080667944061 1.4036215689557132 1.4182324440480432 0.15238815685734142 0.23304204603755352 1.8196278042159968 0.82854345813393582 0.71896345209097479 0.64498535264283419 8.5704043125442677 1.2489351317053659 1.0989440242410635 6.101958839222787 1.2473122775554659 4.7691370099782944 2.5506625063717365 0.63159451315005144 29.594301077362616 2.285420222207903 1.5084771681431446
leaf_count=1190 933 34 15 24 20 38 120 30 61 189 172 35 13 2 89 29 12 13 18 213 43 37 37 7 40 57 20 423 15 105
internal_value=0.000115444 0.000120467 0.000154503 3.59877e-05 -0.000187147 -0.00110372 2.56143e-05 -0.000139791 7.51242e-05 -5.8091e-05 0.000135535 -0.000157078 0.00028479 0.00131711 -0.000696098 0.000200878 -0.000351971 -0.000453931 -0.00107937 3.70532e-05 -0.000523304 0.000471913 0.000313206 0.000591922 0.000119093 0.00121857 0.000143231 2.38941e-05 0.00018234 -0.00136473
internal_weight=183.726 182.442 130.046 52.3954 16.1639 3.04521 13.1187 11.1708 10.0671 9.06988 36.2315 12.2384 23.9931 1.80366 0.38543 22.1894 3.74712 1.89758 1.17862 11.223 2.65256 1.92749 18.4423 7.57123 10.8711 3.79797 128.566 31.7344 96.8316 2.14007
internal_count=4034 3101 1768 1333 523 103 420 400 280 250 810 463 347 104 91 243 78 65 52 291 78 49 165 88 77 64 1753 548 1205 125
is_linear=0
shrinkage=0.00196078


Tree=975
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 2 1 0 1 1 1 0 2 0 0 1 2 2 2 2 0 2 0 0 2 0 0 0 1 1
split_gain=0.0386601 0.186567 0.172554 0.208599 0.114158 0.0919984 0.0768412 0.0747731 0.0715506 0.068028 0.0599952 0.620976 0.370343 0.357011 0.130217 0.066415 0.0554188 0.442331 0.342779 0.231633 0.381554 0.161186 0.391191 0.501644 0.142612 0.115291 0.155568 0.0798265 0.0702467 0.197956
threshold=33.96174662340001 0.38052752915000004 0.38552737940000009 0.38906020780000011 0.52453519355000011 34.883496062400006 0.36575252235000005 0.50706565670000014 0.4349121284000001 0.43563066975000003 0.31060447290000009 0.39606598605000004 49.122847560300009 0.39498817400000003 0.37331217625000007 0.31100865245000009 48.457543166250012 48.778770352700008 47.709122305950011 48.96897326980001 0.45350438610000005 44.262924377150007 0.47817430615000006 0.47769527860000011 49.122847560300009 0.55677973715000018 0.48119816770000007 0.55832160710000012 0.35807311160000005 0.35862698720000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 7 -1 -2 -6 -10 11 12 13 14 -7 -12 18 -18 21 -19 -21 -17 23 28 -22 26 -26 -27 -23 -30
right_child=5 2 3 4 8 10 -8 -9 9 -11 15 -13 -14 -15 -16 16 17 19 -20 20 24 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.029915839176862764 0.051328638485103772 0.10137749402150337 -0.12040832839814049 0.10289708447876092 -0.10256220120718891 0.017327764371412986 -0.10983626361524973 0.0077116899565302464 0.10181981014118509 -0.10082427251754794 0.017570149092044785 -0.14607571147989482 -0.10373931800802921 0.10559599747264588 -0.10266374907329699 0.00088082947866325754 -0.11588687920545389 0.01742782290632534 0.057512375249278824 -0.11724795870049368 0.095866697965477712 -0.10360939675639665 -0.095092053079358141 0.10611730464691432 0.10159524663720521 0.10324916654924965 -0.10271112530322338 -0.10032705078422627 0.10278076903457078 -0.10110864017601168
leaf_weight=0.28968398651977512 0.63649815949611266 0.18117456696927547 0.12990045081824064 0.1268821693956852 0.067198981763795018 0.26425182196544372 0.20575023116543889 1.0275535787832266 0.053081303834915161 0.024081709251618122 2.3656780957244328 0.3042625089365173 0.20814621821045876 0.45528553426265717 0.13750233758037211 150.33347706389372 0.36533027233963311 2.2515276100602937 1.0648378163059522 0.38822354935109604 0.15161793027073145 0.19616020965622627 0.58590090808274908 0.32854729890823364 0.046737108379602432 0.09216783195734024 0.18399059587818556 0.024350512902401533 0.079601369798183441 0.11851897777523845
leaf_count=94 29 6 3 2 23 13 8 51 1 122 16 33 10 3 119 2832 13 21 39 13 5 45 224 2 1 1 84 164 1 56
internal_value=0.000877681 -0.0179991 0.0203778 -0.0162053 0.0336982 0.00100357 -0.0631062 0.0243951 -0.0271219 0.0385769 0.000760206 -0.0200808 0.0159087 0.0449672 -0.0237399 0.000940186 0.00068834 -0.011746 0.000973653 0.000375815 -0.0429041 0.000576636 -0.034366 0.0148565 0.0149514 -0.0203786 -0.061326 0.0607049 -0.0611895 -0.0191894
internal_weight=162.688 1.07775 0.582319 0.401145 0.271244 161.61 0.495434 1.66405 0.144362 0.077163 159.946 1.36945 1.06519 0.85704 0.401754 158.577 156.211 3.50395 152.707 3.13862 0.887088 151.642 1.30873 0.722828 0.498864 0.347246 0.230728 0.116518 0.394281 0.19812
internal_count=4034 259 157 151 148 3775 102 80 146 123 3695 178 145 135 132 3517 3501 302 3199 289 268 3160 328 104 255 250 85 165 102 57
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 2 2 1 1 2 2 1 1 0 2 1 2 1 0 2 1 0 2 2 2 2 2 2 2 1
split_gain=0.196708 0.185078 0.479093 0.330975 0.598549 0.319191 0.823509 0.742353 1.02367 0.623613 1.51569 0.451806 1.28544 0.427162 0.337655 0.404354 0.510884 0.360591 0.355854 0.313221 0.272279 0.372713 0.194531 1.05889 0.58454 0.580413 0.436364 0.87593 0.539469 0.944598
threshold=0.57619532350000013 0.47883296910000012 0.4784437592000001 0.35374689380000007 0.48447651265000008 40.563919884450009 40.241071441700008 0.34569324270000007 0.34554354660000003 42.824128352900011 42.310579034350006 0.34515433670000012 0.34479506600000004 0.48200652675000005 41.319407281650008 0.3459626957000001 43.131467368600006 0.34739977845000009 0.48306936920000004 39.952536079750011 0.35862698720000002 0.49787431515000008 41.872294782850005 42.434124620650003 41.741384785950011 41.571132012400007 41.147265497500008 40.750688432250008 40.377444152000002 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 22 5 -5 6 19 8 9 10 11 12 -7 -13 -9 -16 17 18 -17 -3 -6 -22 24 -24 25 26 27 28 29 -1
right_child=-2 3 -4 4 20 7 -8 14 -10 -11 -12 13 -14 -15 15 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023809938578902366 -0.00071565609344044826 0.0005858692947614862 -0.00081675086748362582 -0.0014079506151074381 0.00081790924880286798 0.00057324967339742556 0.0013559225779255111 0.0010651157661111341 -0.0010798366663720025 0.0006418923715936838 -0.001478228840587785 0.0010356499597905524 -0.0011413999018103597 1.1333402961779248e-05 0.00070351385673124932 0.00014587926616660437 0.00085390038055278904 0.00039250482113075856 -0.00076869630392595865 -0.00015623902401980529 -0.00087012201567812869 8.8378668186615074e-05 -0.0017802365939871333 4.4035006586005193e-05 0.0013005748450066695 -0.001157964052556647 0.00054561560283051722 -0.0020650975487637776 0.00091906824473251126 -0.0011303967121716915
leaf_weight=7.3352356274926986 1.1027005890764474 4.4618347156792861 2.5990631273016325 1.0424209541160951 1.9149499144405115 3.8162959665060097 3.4283001860603681 2.8399430997669723 3.2381015457212916 5.9637515861541024 2.5752459154464296 3.2814892157912254 3.004255011677742 2.9927973411977291 7.7814178001135614 3.0630764067172986 3.0456275194883338 4.2098589651286602 3.5099367871880531 4.2881413772702217 1.5900421518708743 81.819141114660852 1.3474870987520251 13.272535080064698 1.6198138817562711 1.3655013015668362 7.3283266194630405 0.7813098411861582 2.3587124213809156 2.636075542940489
leaf_count=199 920 33 31 16 32 25 36 24 32 37 29 14 19 36 83 29 20 26 18 21 47 1507 77 446 16 22 46 26 77 90
internal_value=0.000110087 0.000114918 -2.26845e-06 0.000147129 6.88474e-05 0.000257061 0.00054134 0.000186869 -5.16369e-05 0.000102262 -0.000103112 0.00016732 -0.000182004 0.000547057 0.000429492 0.000345959 0.00014476 -5.55368e-05 -0.000342497 0.000222181 8.68897e-05 7.01066e-05 5.33733e-05 -0.000124103 0.00016414 7.97191e-05 0.000162404 -5.17842e-05 7.57924e-05 -0.000123684
internal_weight=189.613 188.511 40.6441 147.867 86.3666 61.5001 12.1783 49.3218 24.8719 21.6338 15.6701 13.0948 6.82055 6.27429 24.4499 21.6099 13.8285 10.7829 6.57301 8.74998 85.3241 83.4092 38.045 14.62 23.425 21.8052 20.4397 13.1113 12.33 9.97131
internal_count=4034 3114 1030 2084 1602 482 90 392 192 160 123 94 44 50 200 176 93 73 47 54 1586 1554 999 523 476 460 438 392 366 289
is_linear=0
shrinkage=0.00196078


Tree=977
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 0 0 0 0 2 2 1 1 2 1 1 0 1 0 1 2 1 1 2 0 0 1 0 0
split_gain=0.0382032 0.0669218 0.180805 0.160632 0.163168 0.200686 0.149113 0.152658 0.147278 0.115189 0.251075 0.239614 0.348001 0.18178 0.0750809 0.221467 0.137064 0.0748089 0.18994 0.178705 0.299424 0.124994 0.0973948 0.0663918 0.0865269 0.054079 0.0527469 0.0523699 0.316049 0.782687
threshold=49.283271594150008 47.927946529500012 44.421469061800003 0.37331217625000007 0.54228915300000013 47.709122305950011 0.39672464895000009 0.46898296455000005 0.51857728810000003 0.43780126340000008 41.571132012400007 39.458743938000005 0.32058920395000007 0.31060447290000009 45.295823381400005 0.35471991855000007 0.35862698720000002 0.45994131915000008 0.34311846950000008 0.44284602260000011 0.33750486510000005 38.400997490450003 0.34398670700000006 0.32058920395000007 35.782584506850007 0.55609113500000007 0.55832160710000012 0.34485494450000004 0.48244064550000004 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 9 -4 14 -6 -3 -8 -9 10 11 13 -13 -1 15 -5 -17 19 21 -11 -21 -19 -20 24 -15 -2 -27 28 29 -24
right_child=25 6 3 4 5 -7 7 8 -10 17 -12 12 -14 23 -16 16 -18 18 22 20 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.09911361682963149 -0.021852469491266919 -0.002221288379422405 0.044666418293837995 -0.10259250739892417 -0.10596165053946548 0.057249745410743971 0.053801285371528097 0.048443790329915616 -0.023086651485661018 0.092914942193494762 -0.10335687999375419 -0.10644348000666526 0.094190327646205635 0.0085559611381658702 -0.10581128891623125 0.10184462869856817 -0.10088931921105088 0.0010258977697347304 0.022764696695918317 -0.075719538649731077 0.052330676511124476 -0.053229835625575567 -0.023432598195614843 -0.11373767668288751 -0.10475636432010729 0.081230438486739762 -0.10030856459901716 0.0016428965319530125 -0.038007846646418916 0.036416995788157824
leaf_weight=0.072504580311941735 1.243644089448934 3.384485784918069 0.21254026237875123 0.26131720085686516 0.10886723131625331 0.24462037342891563 1.2967982487753036 0.46825624513439812 0.74709146632812917 0.3007731336983841 0.33366197942996212 0.11255516821984202 0.3727649738866603 0.16142242997011635 0.39329532152714819 0.11937061324715614 0.04627607311704196 0.70729639148339529 2.1052970029413691 0.30111612047767267 0.46400288508129961 1.0624395399499915 4.9103675584774447 0.20571455996218901 0.11568675577291287 0.093993636779487022 0.01928964311036907 136.49161424005592 2.3570608720183364 3.9370045959949493
leaf_count=4 92 30 3 42 63 10 10 9 49 15 156 27 64 24 152 3 82 14 15 28 31 39 54 87 42 3 160 2684 21 21
internal_value=0.000881792 0.00102236 0.000625577 -0.0353272 -0.0498123 0.00698384 0.0114791 0.0299368 0.00447301 0.000949196 -0.0278724 -0.00366984 0.0476595 -0.0485282 -0.0742884 -0.0452514 0.0452076 0.0012087 0.00102305 0.0276084 0.00193592 -0.0315459 0.00140781 -0.0706993 -0.0387493 -0.0158273 0.0503184 0.00110339 -0.00546887 0.00319996
internal_weight=162.651 161.294 155.398 1.38629 1.17375 0.353488 5.89663 2.51215 1.21535 154.011 1.37431 1.04065 0.48532 0.555328 0.820259 0.426964 0.165647 152.637 151.571 1.06589 0.765119 1.76974 149.801 0.482824 0.277109 1.35693 0.113283 147.696 11.2044 8.84737
internal_count=4034 3779 3681 355 352 73 98 68 58 3326 404 248 91 157 279 127 85 2922 2848 74 59 53 2795 153 66 255 163 2780 96 75
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 2 0 1 1 1 0 0 2 2 2 2 0 1 1 0 0 2 0 1 1 2 1 1 2 2
split_gain=0.0380205 0.332192 0.169935 0.116245 0.0633524 0.417286 0.204319 0.100995 0.126056 0.135138 0.0860016 0.252752 0.219643 0.275197 0.129645 0.270458 0.574622 0.412057 0.146643 0.257123 0.0920446 0.277054 0.111468 0.120375 0.323991 0.379089 0.167836 0.652334 0.628486 0.491678
threshold=0.46476153410000004 0.4662734648500001 42.522337019050006 42.536568606950006 0.4591329601000001 40.720231579350006 0.58415915690000009 0.45280081435000008 0.44922307715000004 0.45206730335000006 0.54646567465000018 0.55257327625000008 41.942745071500006 40.636252116050009 40.80591513400001 41.092444989200011 0.55769288345000012 0.43639411995000005 0.44805544745000009 0.56719858685000013 0.54300769440000007 40.340071172300007 0.54136103710000005 0.41615520495000008 0.40301188585000008 42.536568606950006 0.39971857130000005 0.39587138110000003 36.79544512155001 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 -6 -7 8 10 -10 20 12 13 -12 -13 -16 -17 -18 19 -19 22 -22 23 24 26 -26 27 -1 -29 -30
right_child=1 2 3 -5 5 6 -8 -9 9 -11 11 14 -14 -15 15 16 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0010331524404626094 0.042498970513239413 -0.10762508852242335 0.10267804427945722 -0.10029770786433555 0.077932394646599443 -0.10822482802032381 0.044670973875705115 -0.023354314140462601 0.030848212495167726 -0.0033988930034128716 -0.021071205198796752 -0.021042347487354923 0.0013635369366115689 -0.12318860239646215 0.046786680471429171 0.069130196654913809 -0.10781961291720615 0.0091255910440222309 0.031599643431266811 -0.077662078162394496 -0.010784922675105864 0.030482910877839466 -0.019748348386426955 0.015504781534735421 -0.10928522030903989 0.0069233056551886996 0.016800224863870231 0.042862602554639688 -0.10903902862864485 0.0031015940101285396
leaf_weight=120.66192105842015 0.45978015883156231 0.38357371314384636 0.076814271509647369 0.044596765131700522 0.60513349389839177 0.25184783985969261 0.13385346778522944 1.7184552065618834 2.8503671604157708 1.93397881090641 0.53080528441932784 2.1243784260841494 0.66998617752687994 0.52484168304363266 1.3352150442078707 0.77238554414361749 0.52973959935843629 0.82790870078315515 0.62316088325314911 0.58088573348118189 2.8697765303077167 3.7560843790415674 2.655046005616895 5.4476420177047649 0.58082862737501162 0.54328331984197575 6.2376467930953359 0.55820378748467137 1.3932831816809992 0.54349510453175742
leaf_count=2050 14 479 1 277 35 61 11 95 48 14 28 153 28 16 19 21 58 16 6 59 31 40 29 133 29 39 50 13 96 85
internal_value=0.000795446 -0.0189972 -0.0749883 0.0281209 0.000913858 0.0261221 -0.055164 0.000758013 0.00101935 0.0170045 0.000521988 -0.00924306 -0.0434192 -0.0718415 -0.000562105 0.00875574 -0.00647469 -0.0292706 -0.0087925 -0.0266594 0.00109475 0.0126091 0.000544379 0.00094064 0.000332756 -0.0531216 0.00079714 -1.33839e-05 -0.0506258 -0.0775703
internal_weight=162.225 0.964765 0.504985 0.121411 161.26 0.990835 0.385701 160.269 158.551 4.78435 153.767 8.51931 1.72563 1.05565 6.79367 4.6693 3.33408 2.56169 2.03196 1.40879 145.247 6.62586 138.621 135.966 130.519 1.12411 129.395 123.157 2.49498 1.93678
internal_count=4034 771 757 278 3263 107 72 3156 3061 62 2999 404 72 44 332 179 160 139 81 75 2595 71 2524 2495 2362 68 2294 2244 194 181
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 1 2 2 2 1 2 1 2 2 0 2 2 2 1 0 0 1 0 2 0 0 0 0
split_gain=0.0412986 0.230371 0.267796 0.177724 0.171211 0.270086 0.338686 0.177563 0.261814 0.145138 0.114019 0.135882 1.25658 0.597624 0.811916 0.526563 1.73701 0.823822 0.505165 1.33288 1.10284 1.71824 0.456093 0.440718 0.261125 0.221181 0.191049 0.637878 0.429001 0.559615
threshold=40.563919884450009 40.340071172300007 0.40099098830000007 40.467253020850002 40.844669808050007 40.890797847750008 40.94178426300001 0.34545372890000009 40.720231579350006 40.720231579350006 40.984321400500008 0.34518427590000006 41.319407281650008 0.34512439750000007 41.436838994450007 42.233786329550007 0.47754558250000007 41.571132012400007 41.319407281650008 41.32819714970001 0.35374689380000007 0.5296248615500001 0.47700667645000011 0.34488488370000009 0.47464147780000004 44.756878345700009 0.4778150355000001 0.47769527860000011 0.47916230050000003 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 8 -2 -9 -8 12 -12 14 -14 16 17 -16 20 -20 -13 -22 25 24 -17 -21 27 -24 -28 -30
right_child=4 2 -4 -5 5 6 10 9 -10 -11 11 18 13 -15 15 23 -18 -19 19 22 21 -23 26 -25 -26 -27 28 -29 29 -31
leaf_value=0.00059452936662820718 -0.08528341076245663 0.052983714843501631 -0.0089209885347920122 0.014439831390447936 0.041112418658780452 -0.058654327399374276 0.032139022640288555 0.0079379961984989596 -0.0057872820242061956 -0.021823174671598181 -0.073138906316588412 0.054505349492749877 0.060323560886117455 -0.074158167454900115 0.11339520421820404 0.0047155844021965149 -0.09437719933600229 -0.016557514228369999 -0.14904249118599308 -0.10546371077714185 -0.11919425140718312 0.025208634638250762 -0.0090733537807742622 0.045139187797783989 -0.050901940853502164 0.02006614919371242 -0.040011664110891042 0.074900662377195462 0.076406783077170581 0.00043323350118818225
leaf_weight=58.592010219521967 0.79047051502857157 2.3170163535978636 2.2217922823037952 2.4732244466431439 1.6217092443257559 0.97595637801714374 1.130436299892607 3.2614753115558415 0.87053758493857458 3.2931964882664033 2.5136024856619796 5.2130430741090077 2.4180939605576048 0.96768759829865203 0.79760430337046218 6.9332453796841929 2.1711067706346512 1.2560177134218973 0.60338856652378936 0.59183261762882367 1.1390296205354387 2.9793765573722339 2.3645793946925542 2.6403962202602997 0.96119043344515365 0.18400314403697848 2.557617111131548 1.4650385621935131 0.99076799023896356 45.243288903616758
leaf_count=1453 67 24 29 23 22 16 15 44 11 34 39 42 11 13 7 218 26 50 13 110 33 50 47 29 30 56 43 9 23 1447
internal_value=0.000710985 0.00264452 0.0197741 0.0330833 -0.000611245 0.000681618 -7.99273e-05 -0.0144152 -0.0436193 -0.0070146 0.000591656 0.000167059 -0.00687537 0.00230386 0.00661128 -0.00218854 -0.0320151 0.0339147 0.00246431 -0.00124832 0.023949 -0.0147289 0.000421761 0.00977265 -0.00205615 -0.0756921 0.00154397 0.0230513 -0.000144127 0.0020613
internal_weight=161.539 65.604 7.01203 4.79024 95.9347 87.719 86.0973 8.21568 1.66101 6.55467 85.1213 83.9909 20.6589 18.1453 17.1777 14.7596 4.22473 2.05362 63.332 54.0005 9.33145 4.11841 53.3971 10.5348 7.89444 0.775836 52.6213 3.82962 48.7917 46.2341
internal_count=4034 1529 76 47 2505 2349 2327 156 78 78 2311 2296 423 384 371 360 83 57 1873 1748 125 83 1735 277 248 166 1569 56 1513 1470
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 2 0 0 2 0 2 1 0 2 2 0 1 2 2 1 0 1 0 1 2 0 1 1 1
split_gain=0.176405 0.148578 0.36697 0.319603 0.291495 0.652958 0.70817 0.832743 1.70143 1.14602 0.535024 0.239605 0.232604 0.711025 0.536608 0.966712 0.599707 0.395085 0.304602 0.364955 0.239323 0.524979 0.228753 0.201321 0.201892 0.180386 0.313419 0.266418 0.869757 0.799006
threshold=0.57619532350000013 0.47883296910000012 0.47916230050000003 0.4784437592000001 0.34545372890000009 40.563919884450009 42.824128352900011 0.47976108500000009 0.4815274992000001 41.50623664750001 0.48068920095000006 41.535369675400013 0.35374689380000007 0.48597347385000006 42.899217095850013 42.47354681640001 0.48351845755000006 0.34641178410000012 41.319407281650008 40.280372415600006 0.36006406990000012 0.49787431515000008 0.37078231190000005 0.48200652675000005 0.34584293880000011 35.419594101850009 0.50008981770000005 0.36945001650000003 0.37078231190000005 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 3 -3 -1 5 -4 7 -7 -9 -10 11 -6 14 -14 15 17 -17 23 19 -19 -15 22 -22 -12 -25 26 -23 -27 -29 -30
right_child=-2 2 4 -5 10 6 -8 8 9 -11 12 -13 13 20 -16 16 -18 18 -20 -21 21 25 -24 24 -26 27 -28 28 29 -31
leaf_value=4.7620272785223969e-05 -0.00067057726411648693 0.00086364285268866053 0.00087025007848373788 -0.0006706520367818614 -0.0011037784567035176 0.00079399350140433081 0.00076344271079642543 -0.0017550555243127342 0.00090090678855782953 -0.00067775374437235684 0.00037873521330425143 -0.00015632556565826577 -0.0014401773934520088 0.00070169434149992414 -0.0003407680202092611 0.0021784318086735502 0.00063601038549428374 0.00037713333895513326 0.0002932083026908195 0.002003376299989743 -0.0022532869485982336 0.0013010219006269646 -0.00043180040754955864 -0.0004431400550124369 0.00011072005979569559 -0.00035421271165183649 0.00016887172962645476 0.0011946236942932968 -0.00089380251319050525 9.2881234480011952e-05
leaf_weight=36.717322360590515 1.1254486904895191 2.6234984844923011 6.1796387396752861 2.5469425255432716 1.972511252388357 2.9575340095907476 4.8760652728378764 2.5890583777800185 3.4968411140143871 3.5759325213730335 4.6742971912026503 2.1391176241450012 1.202421642236003 2.3032636009156695 4.8170286305248728 1.6136975288391102 2.4263994097709656 1.0083804018795484 3.5225475318729877 1.1196476481854913 0.51130919624119886 1.2178904674947251 0.55044648549119302 4.2075232937931997 6.3477930203080177 5.6794314226135603 4.121732872154098 2.6250845752656451 3.3193402248434714 63.885840776888472
leaf_count=999 920 15 37 31 14 18 32 22 29 32 20 39 15 35 41 53 13 15 21 29 13 13 27 31 28 51 79 29 65 1268
internal_value=0.000103357 0.00010807 0.000136943 1.02833e-06 0.000123605 0.000322342 0.000128813 -0.000116405 -0.000395082 0.00010275 8.41543e-05 -0.000610856 0.00010897 5.6973e-05 0.000258325 0.000374128 0.00125209 0.000204253 0.000647051 0.00123277 7.83494e-05 6.08216e-05 -0.00130897 3.99634e-05 -0.000110058 7.88104e-05 0.000427099 5.41814e-05 8.73969e-05 4.41478e-05
internal_weight=185.954 184.829 145.564 39.2643 142.941 23.6751 17.4954 12.6194 9.66183 7.07277 119.266 4.11163 115.154 85.4168 29.7373 24.9203 4.0401 20.8802 5.65058 2.12803 84.2143 81.9111 1.06176 15.2296 10.5553 80.8493 5.33962 75.5097 69.8303 67.2052
internal_count=4034 3114 2084 1030 2069 170 133 101 83 61 1899 53 1846 1595 251 210 66 144 65 44 1580 1545 40 79 59 1505 92 1413 1362 1333
is_linear=0
shrinkage=0.00196078


Tree=981
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 0 2 0 1 0 0 1 0 0 2 1 1 2 0 1 1 1 2 2 1 1 2 2 0
split_gain=0.0387445 0.491147 0.19386 0.144943 0.733857 0.668536 0.676238 0.666188 0.598545 0.551831 0.366581 1.01686 0.29282 0.720367 0.488996 0.22927 0.11598 1.04193 0.710102 0.200161 0.243353 0.847556 0.248767 0.684688 0.439964 0.273413 0.333259 0.487202 1.11106 0.247664
threshold=0.4815274992000001 0.34467530910000005 0.48119816770000007 0.34515433670000012 42.141702038450013 42.686561923500008 0.47754558250000007 41.535369675400013 0.47976108500000009 0.34569324270000007 0.47943175355000006 0.47817430615000006 0.34569324270000007 0.47997065955000012 0.47865333370000007 38.478081868400004 0.3453339720000001 0.34542378970000004 41.50623664750001 0.48244064550000004 0.34566330350000002 0.34575312120000007 0.3459626957000001 41.535369675400013 42.141702038450013 0.34641178410000012 0.35862698720000002 41.319407281650008 39.792680591700012 0.49787431515000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 7 6 -6 12 10 -9 11 -1 14 15 -5 -14 18 -18 -3 -19 -21 -22 23 -23 -25 -24 27 28 -27 -28
right_child=1 16 -4 4 5 -7 -8 9 -10 -11 -12 -13 13 -15 -16 -17 17 19 -20 20 21 22 25 24 -26 26 29 -29 -30 -31
leaf_value=0.0017715653651275702 0.050994116467342976 0.045539494924614093 -0.029028917608091776 -0.0085975539415501338 -0.0045326162447402877 -0.0027548116876068033 -0.11965869979725262 0.017505394961419635 -0.056757026793951518 0.085532749150937587 0.037454621537363758 -0.074066576763153633 0.072802687372903754 -0.077945630634799978 0.034009471584343989 -0.022188424122556203 -0.12611922608524606 -0.025851313125413746 -0.015141158653726276 0.031112105813740677 -0.088589015228513507 -0.016704533333846399 -0.029547237458934745 0.019071400239087127 0.10509849484363645 -0.035455386930709619 -0.043491431326631282 0.0061324805925123266 0.1045761833561053 4.7620889273050266e-06
leaf_weight=20.277931293635458 1.9954886194318522 3.5599657483398905 2.4310511425137511 5.6893811068816884 0.90921216300921459 5.6664350505052425 1.1626425734721122 2.6499208249151698 2.0847566686570635 2.1680614084980334 2.257445501163601 1.9368915576487769 0.61942955478298178 1.2780626732856033 5.1157182455062866 0.43079712856706465 0.65098271891474624 2.7334229305452018 4.2081326469779015 2.7133214548230162 1.050326058641075 2.1143547222018233 2.9139136821031562 1.2051767334342005 1.1732238810509441 0.8614442059770212 1.3338462543824778 7.9050391223281622 1.655523494351655 70.447701624157162
leaf_count=661 12 23 16 39 23 210 40 28 15 39 15 22 40 12 29 18 7 17 35 29 16 12 16 5 54 24 48 62 40 2427
internal_value=0.000738896 0.00184963 -0.001425 -0.000140586 0.00521466 -0.020528 -0.0691368 0.0163115 -0.00532093 0.0481173 -0.000939164 -0.0048407 0.0046436 -0.0275232 0.0115749 0.0338379 0.00091142 -3.24062e-05 0.0126676 0.000821643 0.00160247 0.000719291 0.00176608 0.0246996 0.0615071 0.000555579 0.00162265 0.0183326 0.0566497 -0.000803485
internal_weight=161.2 106.522 54.6777 52.2467 25.6897 7.73829 2.07185 17.9514 26.557 4.81798 24.4723 22.2148 13.1334 2.32829 10.8051 1.05023 104.526 96.7583 7.7681 96.1073 93.3739 90.6605 89.6102 4.49276 2.3784 85.1175 82.2036 10.422 2.51697 71.7815
internal_count=4034 2827 1207 1191 478 273 63 205 713 67 698 683 138 70 68 58 2815 2757 58 2750 2733 2704 2688 71 59 2617 2601 126 64 2475
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 1 1 0 0 2 0 0 1 1 1 0 1 1 0 1 0 2 0 0 0 0 0 0 0 1
split_gain=0.0437443 0.219604 0.216803 0.175246 0.271275 0.202416 0.288916 0.201031 0.148706 0.115881 0.150395 0.162617 0.0971404 0.322484 0.302932 0.90305 1.90697 0.166584 0.291178 0.399212 0.270617 0.746882 0.318653 0.266153 0.227844 0.240891 0.221619 0.315219 0.626187 0.344634
threshold=39.458743938000005 0.45589952400000006 39.525197829750006 0.34674111555000003 0.35738450945000005 0.36042334060000009 0.36359689830000008 0.4778150355000001 0.49830843385000007 35.782584506850007 0.44284602260000011 0.42018203045000008 0.36491422415000008 0.36533337325000009 0.36575252235000005 0.50086823750000009 0.36945001650000003 0.38976377950000002 0.52005927965000021 0.37473428940000003 0.5223196910500002 39.110279783550006 0.52284362740000012 0.5231430197000001 0.53043322055000008 0.56341127510000011 0.53866650695000018 0.54228915300000013 0.54386096225000014 0.40509266190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 7 -5 -6 -7 -3 -8 10 11 -1 -10 -14 -15 -16 -17 18 19 -18 -19 22 -22 -24 -23 -26 -25 -28 -29 -30
right_child=2 3 -4 4 5 6 8 -9 12 -11 -12 -13 13 14 15 16 17 20 -20 -21 21 24 23 26 25 -27 27 28 29 -31
leaf_value=-0.10335654538771133 -0.040926449382929934 0.0065838361279189784 0.00022012660374080462 -0.044537162512808773 0.06262764154191601 -0.06432741182912291 0.042620748798303097 0.045762607194122201 -0.028197578596981077 -0.1072647411538868 -0.10760767650625756 0.044735205280490978 0.052012404493941261 -0.051366980189590183 0.10730478433990531 -0.16673323033705242 0.035816407806716466 -0.047006698249179552 0.044624760510556791 -0.040068653450184219 -0.080338279926381109 0.097193927286779752 0.066956889204237272 -0.024503860796246571 -0.0109727706307126 0.07572305894566482 0.029664196914863279 -0.12254053319756986 0.052427798852620826 -0.01471563987931257
leaf_weight=0.098034823481383593 1.294046853261533 3.5317551724147043 122.78640347673559 1.2094410615100084 0.57343250099438847 0.6303161290052256 0.96920704426702542 2.0815742593258619 0.9774374775588538 0.23489334030091413 0.15379913350943752 0.30432611567084678 1.3223112747073198 1.0450740754604364 0.81139779090881603 0.66622275882400828 1.3872126657515793 1.1384830356946647 2.5681992322206497 1.3857942372560499 0.54513933137059112 0.87890968471765463 0.53227894008159538 4.0006678765930683 0.66038302611559607 0.62271108687855303 3.0380378225818276 0.45895307045429934 0.98213883023709048 3.4490273787969272
leaf_count=69 32 43 2878 18 27 16 16 22 11 85 15 16 10 8 5 8 15 20 25 29 6 8 3 101 18 23 22 8 5 472
internal_value=0.000683875 0.00373948 -0.000208995 0.00490178 0.00185364 0.00381246 0.00261094 0.0211124 0.00414858 -0.0483712 -0.0234976 0.0086528 0.00273993 0.00392612 0.00129545 0.00367533 -9.28877e-05 0.00503553 0.0203631 -0.00210671 1.50502e-05 0.00354436 -0.00550276 -0.00222891 0.0579703 0.0311024 -0.00531607 0.00436638 -0.0113502 0.000166261
internal_weight=160.338 36.2572 124.08 35.4661 29.8528 28.6433 28.0699 5.61333 27.4396 0.791053 0.55616 0.402361 26.4704 25.4929 24.1706 23.1256 22.3142 21.6479 5.34121 2.77301 16.3067 15.1682 13.0062 12.4611 2.162 1.28309 11.9288 7.92816 4.89012 4.43117
internal_count=4034 1124 2910 939 874 856 829 65 813 185 100 85 797 786 776 768 763 755 69 44 686 666 617 611 49 41 608 507 485 477
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 0 0 2 1 1 0 1 0 1 1 2 1 0 0 1 2 1 0 2 2 0 1 2 2 0
split_gain=0.226204 0.141962 0.294534 0.346567 0.243785 0.232584 0.240079 0.604842 0.427944 0.232805 0.758472 0.693522 0.463589 1.00468 0.47695 0.327867 0.367851 0.885737 0.701403 0.878354 0.54439 0.358101 0.981822 0.641473 0.741161 0.322812 0.711915 0.341791 0.3057 0.308702
threshold=0.57619532350000013 0.47721625100000004 0.47754558250000007 0.47769527860000011 0.47709649410000005 0.4778150355000001 0.47865333370000007 40.636252116050009 0.3453339720000001 0.37078231190000005 0.51401155655000019 0.36945001650000003 0.5054040298000001 0.37473428940000003 0.37668033890000002 43.89540535710001 0.38906020780000011 0.5223196910500002 0.52366695610000014 0.39408999735000005 38.334060527150008 0.39591628995000006 0.53544804050000006 43.631818398850008 36.728658719300007 0.5398790455000001 0.41804137600000008 38.969453495950006 47.709122305950011 0.53158588065000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 7 -7 -9 11 12 -8 13 -11 -14 16 -12 -18 -19 20 -20 -21 23 24 -23 -24 27 -27 -17 -30
right_child=-2 2 3 5 -6 6 9 8 -10 10 15 -13 14 -15 -16 28 17 18 19 21 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=4.308538190456165e-05 -0.00078640647203542281 0.00072514284485560368 -0.00084950839464288349 0.00065291672084469136 -0.00074489423301094416 0.00040205770382073438 0.000194265446700464 -0.0015960420689439118 -0.00020714979463505638 0.00098018410523490634 0.000543818201167676 0.0012053589174943976 -0.0021808285064992172 -0.0018175197390192036 -0.00047387503450044152 -0.0020546399441409135 -0.0011904324956858669 0.00092055039701635167 -3.2940741379384492e-05 0.0007665512272673914 -0.0016789313002929327 0.00048654272680095299 0.00046165003445218728 0.0012542669132201583 -0.0020930410852729488 -7.9960836289623069e-05 0.00017113546272737708 -0.0014070050826950409 -0.0024760701378380898 7.3416667773839103e-05
leaf_weight=19.696714556835563 1.034816818749049 3.3858833685517302 1.3474619332700957 3.4461132027208796 1.6348024308681477 3.1116501428186885 71.62246108695399 1.461150541668758 2.0489833960309625 1.3822688311338418 8.0969497049227339 2.7067475803196421 1.1621822585584598 0.7675134040400734 1.3726793795358387 0.45435020933109571 1.9827635808542243 4.1291835899464777 1.4196619822760106 3.3292914349585763 1.694757157936692 0.57071780541446049 11.015261559747158 0.39595032413490105 1.715158086051815 1.3188270959071844 26.642555110316607 1.7185287147294728 0.20839442751821469 1.4750298881881461
leaf_count=865 920 30 16 17 17 19 635 20 31 13 64 30 44 52 37 201 35 32 24 24 78 15 57 26 114 27 422 38 54 77
internal_value=0.000127733 0.00013295 0.000152984 0.000140613 -1.73037e-05 0.000149207 0.000137772 -0.000227347 -0.000785299 0.000154425 7.40036e-05 0.000231085 -0.000688439 -1.86497e-05 -0.00125648 0.000127984 0.000153205 9.66584e-05 0.000143961 7.95971e-05 -0.000928631 0.000146827 9.92613e-05 -0.00104988 -0.00144899 0.00017499 6.86004e-05 -0.000830799 -0.000627397 -0.000242189
internal_weight=182.349 181.314 159.982 156.597 21.3315 155.249 151.803 6.62178 3.51013 145.181 70.852 74.3292 4.68464 2.14978 2.53486 66.1674 64.0296 55.9327 53.9499 49.8207 3.11442 46.7063 43.377 2.68183 2.28588 40.6952 29.6799 3.03736 2.13777 1.68342
internal_count=4034 3114 2232 2202 882 2186 2169 70 51 2099 1434 665 146 65 81 1288 956 892 857 825 102 723 699 155 129 544 487 65 332 131
is_linear=0
shrinkage=0.00196078


Tree=984
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 0 1 1 2 2 2 1 2 2 2 1 0 1 1 0 0 1 1 1 0 1 2 1 0 0
split_gain=0.0370086 0.19387 0.182438 0.920956 1.50222 0.978593 0.761861 0.492763 0.420837 0.225188 0.163334 0.475514 0.158275 0.273372 0.200948 0.240316 0.163895 0.145883 0.221091 0.173762 0.137866 0.155417 0.270223 0.244576 0.81435 0.622587 0.216048 0.528302 0.26524 0.266785
threshold=39.458743938000005 0.45589952400000006 39.896141435400004 0.34524415440000006 0.50410167360000013 0.51857728810000003 0.39045238170000002 0.39591628995000006 40.003678352300007 40.137820134150012 39.792680591700012 0.41236789315000005 40.206947806850003 40.241071441700008 40.467253020850002 0.37286308795000006 0.54300769440000007 0.34674111555000003 0.35738450945000005 0.4778150355000001 0.49830843385000007 0.36491422415000008 0.36533337325000009 0.36575252235000005 0.50086823750000009 0.37413550490000008 38.625745710700009 0.37473428940000003 0.56395018115000017 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7 -8 -4 -10 11 -9 -11 -14 15 -15 -17 19 -19 -3 -20 -22 -23 -24 -25 -26 27 -27 29 -29
right_child=2 17 8 4 5 6 7 10 9 12 -12 -13 13 14 -16 16 -18 18 20 -21 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.046926117989536997 0.032676199732728221 0.0061115629108195978 0.035880645933434478 -0.11981452722250813 0.073226927822220636 -0.10218447541117869 0.066518614472317383 -0.0018044744248561914 -0.026405718181881446 0.028158917883066487 0.014114387707873608 -0.1201913660427842 -0.042208275733305205 0.034935043586228946 -0.00035644797284418479 -0.020209344723950372 0.025322641127010971 -0.039893884690827539 0.031543795623973157 0.042855891193881744 -0.029763412061741976 0.04827169929922584 -0.045724087980193104 0.10658676817341094 -0.05965944038518492 0.10822573215577887 0.018375872816072399 -0.047666627446744263 -0.083134091061589782 0.0011150603258822543
leaf_weight=0.74454542241164645 2.9925197176635248 3.5309664253145447 3.3623460067428814 1.5638896066229788 1.1542059518396852 1.0981185436248782 0.73349933326244388 0.87842359300702832 3.1449693671202104 2.064961819065501 0.61432538368899248 0.55278324164737569 1.498190037353196 3.6480047872755668 97.737855774146055 2.006948001479032 1.3043461089546324 1.2170366873615446 1.6658144036337059 2.0251192357391119 1.4658349410165126 1.2922451943159128 1.0561536401510263 0.74137379229069011 1.6189256655052329 0.41332612931728618 7.4220610812844816 1.2499707113856828 0.43790123247924917 10.874867742706554
leaf_count=185 20 43 30 19 16 19 4 24 63 31 14 29 15 40 2535 18 33 18 53 22 17 10 8 5 23 3 130 31 348 228
internal_value=0.000732708 0.00356799 -8.25275e-05 -0.0133344 -0.0342112 -0.0076032 -0.0316659 -0.00380085 0.00102454 -2.74581e-05 -0.0290164 -0.0475297 0.000738832 0.00020565 0.000812583 0.0172307 -0.00227392 0.00464178 0.00183831 0.0195044 0.0036369 0.00188745 0.00373535 0.00131868 0.0035018 3.06534e-05 0.00476804 -0.00301538 -0.00667532 -0.00391393
internal_weight=160.112 35.7561 124.355 9.58777 6.59525 5.03136 3.87715 2.77903 114.768 111.405 2.04553 1.43121 108.26 106.195 104.697 6.9593 3.31129 35.0116 29.4555 5.55609 28.2385 26.5727 25.1068 23.8146 22.7584 22.0171 20.3981 12.9761 12.5627 12.1248
internal_count=4034 1124 2910 145 125 106 90 71 2765 2735 67 53 2672 2641 2626 91 51 939 874 65 856 803 786 776 768 763 740 610 607 259
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 1 2 0 1 1 2 0 0 1 2 1 0 0 1 1 1 0 2 2 2 0 1 1 1
split_gain=0.0369318 0.410987 0.2444 0.227087 0.211678 0.34673 0.693488 0.322903 0.209748 0.210293 0.711328 0.196029 0.672877 0.299769 0.212273 0.315219 0.24934 0.339609 0.322052 0.63232 0.433852 0.302871 0.378429 0.517908 1.09393 0.758084 0.483334 0.348348 0.293325 0.22258
threshold=0.48068920095000006 0.34467530910000005 0.34485494450000004 0.48098859315000003 0.48244064550000004 0.3453339720000001 0.34542378970000004 41.741384785950011 0.48271009850000007 0.34566330350000002 0.34575312120000007 38.400997490450003 0.4778150355000001 0.47976108500000009 0.34584293880000011 41.942745071500006 0.34551360740000009 0.47943175355000006 0.4778150355000001 0.34515433670000012 0.34536391125000004 0.34512439750000007 0.47769527860000011 41.741384785950011 41.32819714970001 41.975471476700008 0.47736594710000008 0.34503457980000002 0.34566330350000002 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=11 -2 -3 -4 7 -6 -7 -5 -8 -10 -11 12 -1 14 16 -16 17 18 20 -20 21 27 23 24 26 -25 -23 -13 -18 -17
right_child=1 2 3 4 5 6 8 -9 9 10 -12 13 -14 -15 15 29 28 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067903869237193916 0.047632240257135479 -0.031902374803746983 0.031263275930757208 -0.030896419314327097 0.029834012177615745 -0.11579421301389853 0.049001130650035696 0.006192950168905146 0.028697894242023222 -0.081760319174836699 0.0012223038504998139 -0.002089723871043388 0.10466587257752509 -0.027233648739485875 0.076919954405882798 0.079673150748318697 -0.04960438940999614 0.031110527189079008 -0.061119706502890538 0.00080337453103194578 0.04686530223411417 -0.11003637381607606 0.012485040635707729 0.10636573815597312 -0.21619539711465433 -0.10705708364919003 0.10841987820530366 0.042795351487227622 0.0075005959286662295 -0.015488700220710151
leaf_weight=3.1138608183769061 1.9100699387490738 2.2326673641800872 2.5079416241496792 5.0013077988551213 4.3401191085577002 0.50634045898914237 0.92249077558517356 4.4234163891524076 2.6760029457509509 1.045289622619747 87.783078742971611 14.245292338804591 0.75294177047908295 4.7943354542367151 0.85072171731007928 0.30086310021579254 2.2732555209076959 3.1992366556078187 2.5847742767073205 4.5551614502910525 2.0340889703948042 0.19022123013564762 1.0722057744860649 0.34029462933540344 0.48395386380434502 0.32574887369992211 0.21660478413105011 1.9679204449057568 1.4884664911078287 1.3426646908756081
leaf_count=225 12 19 16 29 34 5 52 35 29 16 2636 402 9 45 47 4 26 23 29 37 23 55 5 2 6 41 1 12 31 128
internal_value=0.000667627 0.00163845 0.000850114 0.00151972 0.000820601 0.00220703 0.000916807 -0.0134888 0.00155618 0.00107787 0.000245804 -0.00171771 0.0198337 -0.00368939 -0.000676995 0.0275081 -0.00268689 0.000244078 -0.00328063 -0.0216138 0.00298952 -0.00174703 -0.0332317 -0.0647174 -0.114591 0.0019848 0.00627543 0.00335832 -0.0270087 0.00193156
internal_weight=159.481 113.349 111.439 109.206 106.698 97.2733 92.9332 9.42472 92.4269 91.5044 88.8284 46.1326 3.8668 42.2658 37.4715 2.49425 34.9772 31.2155 28.0163 7.13994 20.8763 18.8422 2.62903 1.55682 0.89078 0.666044 0.406826 16.2132 3.76172 1.64353
internal_count=4034 2883 2871 2852 2836 2772 2738 64 2733 2681 2652 1151 234 917 872 179 693 636 613 66 547 524 110 105 62 43 56 414 57 132
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 2 0 0 1 2 2 1 0 0 2 2 2 2 2 2 1 1 1 0 0 0 1 1 2
split_gain=0.169626 0.115948 0.114523 0.221279 0.543146 0.498915 0.694035 0.380733 1.10551 0.466533 0.556715 0.481818 0.372869 1.12967 0.730129 0.369865 1.0282 0.385592 0.846202 0.239292 0.781824 0.637468 0.444698 0.231237 0.43472 0.35663 0.310526 0.200781 0.18729 1.09015
threshold=0.57619532350000013 40.844669808050007 42.094663496250007 0.47997065955000012 42.686561923500008 42.522337019050006 42.434124620650003 0.52507409960000018 0.53158588065000012 0.37977904855000005 43.308802343500005 43.525909308350002 0.35275889945000011 0.50339810185000011 0.50706565670000014 42.779078631750004 43.426640904350009 43.631818398850008 44.262924377150007 42.779078631750004 42.47354681640001 0.34545372890000009 0.34584293880000011 0.44805544745000009 0.54386096225000014 0.54228915300000013 0.55609113500000007 0.40099098830000007 0.34515433670000012 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 28 4 5 6 -4 9 -9 12 -11 -12 19 -14 -15 -6 -17 -18 -19 20 -5 -21 -22 24 25 27 -26 -10 29 -1
right_child=1 -3 3 7 15 -7 -8 8 23 10 11 -13 13 14 -16 16 17 18 -20 21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00012202742042009035 -0.0019727709876582985 -0.00034736769129669221 -0.0022711819789673353 -6.419394414900144e-05 0.00082220747533224821 -0.0021577916424371166 0.00040540547589188743 -0.0022417978197143478 -0.00073477800663111043 0.0018030149198692699 0.001966427127702881 -0.0025458581818558041 -0.0023298058063606019 0.0013011323716522695 -0.00072123900105515448 -0.0021055533679358238 0.0012593768888807951 -0.0022040175187982105 0.00011350985572145355 0.00059788093933260157 0.00026162182629489646 -0.000373694349057608 0.0017170055775689807 0.00052790723380457237 -0.0021211360089940768 0.00093180728781949056 -0.0004490569066747827 0.00012887888368008429 0.0001823157220396285 -0.0012927143961239422
leaf_weight=23.206507861286813 0.21464779632310527 0.7888115019623001 0.52423370119140544 3.6546761039644577 1.8292171910434252 0.89692961971741159 1.2864772141037972 0.91273307645496871 1.5550512848421911 1.399190247109799 0.14568525343202043 0.24229439774444472 0.87481289776042048 1.2930573821067812 1.462736521993065 0.9255941031187821 0.93056086830620088 0.65857483568833952 7.5498969597829273 5.1766459196805936 1.2217349261045458 5.2088930234313011 2.3788258861750364 2.5025961540304698 0.59506656732264707 1.5283497050404546 1.512052109772412 3.0939650986256311 101.47412796858134 2.3017696111055548
leaf_count=421 434 486 43 24 20 34 26 172 31 13 2 89 20 25 33 120 30 61 189 34 7 43 57 83 47 13 88 37 1302 50
internal_value=0.000108832 -0.000695054 0.000113406 3.32604e-05 -0.000169295 -0.000961897 -0.000369515 0.000118351 -0.000169745 0.00026453 0.00122674 -0.000851508 0.000183687 -0.000388554 0.000227686 1.11413e-05 -0.000136268 6.318e-05 -7.24279e-05 0.000301459 0.000574686 0.000110585 0.00122317 5.57896e-06 -0.000152207 0.000110121 -0.000921265 -0.000160006 0.00014456 -5.63348e-06
internal_weight=177.346 1.00346 176.342 49.3599 14.6015 2.70764 1.81071 34.7584 11.6998 23.0586 1.78717 0.38798 21.2714 3.63061 2.75579 11.8938 10.0646 9.13903 8.20847 17.6408 7.25524 10.3855 3.60056 10.7871 8.28448 6.17737 2.10712 4.64902 126.982 25.5083
internal_count=4034 920 3114 1341 523 103 69 818 471 347 104 91 243 78 58 420 400 280 250 165 88 77 64 299 216 81 135 68 1773 471
is_linear=0
shrinkage=0.00196078


Tree=987
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 1 1 0 2 1 2 1 2 2 2 2 2 0 0 2 1 0 0 1 2 1 2 1 2 2
split_gain=0.0620531 0.0925039 0.217754 0.132461 0.0876615 0.104447 0.102605 0.0815428 0.101519 0.174009 0.152915 0.0778794 0.297332 0.371812 0.357155 0.650075 0.893662 0.622739 0.264248 0.250745 0.179075 0.13257 0.438807 0.235537 0.217394 0.707758 0.243655 0.0994394 0.0983875 0.0874432
threshold=0.57537199485000012 40.80591513400001 40.890797847750008 0.4591329601000001 0.46112391845000006 0.48459626955000007 0.48627286610000009 0.56643513670000012 42.558389508100007 0.43837010870000009 39.458743938000005 0.42114008565000011 38.903925214650009 38.244973486750006 41.066313126200008 42.310579034350006 43.077238082650005 0.55677973715000018 0.56188437470000008 43.487767439550005 0.41988263825000011 0.5398790455000001 0.54136103710000005 0.41615520495000008 41.178189531300006 0.40301188585000008 39.952536079750011 0.4317685099500001 43.525909308350002 36.010074051050005
decision_type=2 2 2 2 2 2 2 2 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 11 9 -9 -11 20 13 -13 17 27 -17 -14 -19 -18 21 23 -23 -1 26 -26 29 -16 -21 -24
right_child=1 2 3 4 5 6 -8 8 -10 10 -12 12 14 -15 15 16 19 18 -20 28 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00064616636605149987 -0.10043670350148037 0.073388417729397623 -0.1050610984521498 0.065829312324657677 -0.1025621000972983 0.10132066579109765 -0.10009682839734305 0.054214417139074225 -0.0066670169391982535 0.031407046449096289 -0.015010445429019307 -0.004302164501135161 -0.074536832627474778 0.076661155026241878 0.015854733951695333 -0.11407251619308151 0.096221878971407923 0.026296447883311591 -0.030306430915853458 0.027345951263891749 0.026773136101308333 -0.067119472604201633 0.0084713062609103745 0.029088872179350272 0.015973830141806384 -0.11566168406140409 0.03864269796108849 0.055009914063441773 -0.10149319017104369 -0.030810531655542896
leaf_weight=127.6373616266867 0.1385795099980659 0.21722537651658058 0.22012771907020579 0.11423721366372774 0.12720593074936914 0.071683375463635457 0.039079668729755213 1.152693799696862 1.8936039117870676 1.4160912979277784 1.4228016804263459 1.6728945749491679 2.1177299738046695 0.85819263337180007 1.2081693807049307 0.83366005548668887 0.37347567081451416 1.4809040236286821 1.8615323273697866 0.12202179059386253 2.6587741328403345 1.2272120853885997 1.1736430387536532 2.9794702549479544 1.1583384641417067 0.63092469037655963 1.8170555485412476 1.4004178065806625 0.1152563072846533 1.0957714290125293
leaf_count=2352 433 11 58 5 61 7 358 32 97 31 29 75 38 10 20 32 6 15 36 3 25 15 19 22 46 32 14 24 100 28
internal_value=0.000700421 -0.0250809 -0.0118549 -0.0442084 -0.00617563 -0.0407417 0.0302561 0.000851574 0.0124017 0.0214479 0.00814344 0.000405613 -0.00731136 0.0231493 -0.0154158 0.00707376 -0.0467471 -0.0321094 -0.00522789 0.0451501 0.00106772 0.000571456 -0.0127333 0.00129497 -0.00137409 -0.0304431 0.0113538 0.0368752 -0.0352368 -0.0104957
internal_weight=159.236 0.928139 0.789559 0.572334 0.352206 0.237969 0.110763 158.308 5.88519 3.99159 2.83889 152.423 12.0443 2.53109 9.51317 4.053 1.44441 5.46017 3.34244 0.610754 140.379 137.72 7.10295 130.617 5.87573 1.78926 4.08647 2.60859 0.237278 2.26941
internal_count=4034 933 500 489 431 426 365 3101 189 92 60 2912 359 85 274 185 141 89 51 109 2553 2528 154 2374 139 78 61 44 103 47
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 0 0 1 0 0 0 1 0 2 2 2 2 2 0 2 1 2 0 1 1 1 1 1 0 2
split_gain=0.0406911 0.311558 0.146412 0.0975553 0.0592534 0.382606 0.461114 0.366251 0.341464 0.143082 0.358501 0.238992 0.320654 0.17559 0.317106 0.345871 0.269616 0.243579 0.126553 0.208015 0.120183 0.436927 0.163357 0.112861 0.281513 0.524132 0.247233 0.207425 0.18366 0.0959297
threshold=0.46476153410000004 0.4662734648500001 42.522337019050006 42.536568606950006 0.44805544745000009 0.55677973715000018 0.55832160710000012 0.46187239905000005 0.56341127510000011 0.55074698365000019 0.55257327625000008 0.43837010870000009 0.57537199485000012 40.00488309970001 41.481306584950012 41.827117825850003 35.879804895950009 42.310579034350006 0.55769288345000012 42.558389508100007 0.45206730335000006 39.458743938000005 0.58415915690000009 0.42780156285000009 0.42953803780000005 0.43401395170000007 0.42114008565000011 0.41988263825000011 0.54499865270000014 42.558389508100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 9 -6 -7 8 -8 23 -11 13 -13 16 -15 -16 -12 -17 -19 -20 29 -22 -23 26 -25 -26 27 -1 -27 -10
right_child=1 2 3 -5 5 6 7 -9 20 10 11 12 -14 14 15 17 -18 18 19 -21 21 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.0006429439128465569 0.04029805051811565 -0.10778262349969242 0.10223659859510498 -0.10024806574404249 -0.065125464825652318 0.093222117184453918 -0.045597694626036918 0.086332411080277741 0.050119960984045787 -0.10997333018581293 0.0018516838240669566 -0.10946887354654847 0.02511477802789305 0.037738098522183461 -0.10840670023294907 0.06160483789380982 -0.10555439393488285 0.037986630554000478 0.003907789557181492 -0.10718437627601836 0.018078070060994916 -0.11651726932817393 -2.7373313008099959e-05 0.084324416378386752 -0.10727351529716485 0.095635139145650375 -0.030214522649057024 0.029580125542837239 0.00027806188763428857 0.01156106509991487
leaf_weight=136.68020155344379 0.43315795991656969 0.35966768819264416 0.064707763493061066 0.037631638752827712 0.64563217519753191 0.68694282136857499 1.2719258953584356 0.54396753941546183 1.0736255665906358 0.37277263524811033 0.64724834485969018 0.48580344992660673 0.27853212703234931 1.9438999765552583 0.3599740732461213 0.45369580015540101 0.36580439674435183 0.21730050968471915 0.3489229679107666 0.32605078548658639 2.0913019587605963 0.39361470179210289 0.17342098367498693 0.56361524668954999 0.33518623768577505 0.35255852731825144 2.5565370295371386 2.5228523649275294 0.47291144728660583 1.6169470934510171
leaf_count=2469 14 479 1 277 19 4 19 25 35 28 28 46 52 29 11 8 73 14 5 56 56 78 27 28 27 49 39 20 4 14
internal_value=0.000630033 -0.0206303 -0.0777541 0.0277801 0.000750652 0.00887321 0.014958 0.0074542 0.000973572 0.000288308 -0.01511 -0.00859426 -0.0604251 -9.82087e-05 0.0101253 -0.0213391 -0.0369317 0.0019468 -0.0283876 -0.0497561 0.0120478 -0.00303233 -0.0808902 0.000910749 0.0263406 -0.00181632 0.000601437 0.00116739 0.0410051 0.0269473
internal_weight=158.676 0.895165 0.462007 0.102339 157.781 8.49738 7.85175 7.1648 6.62084 149.284 5.80001 5.42723 0.764336 4.6629 3.64984 1.70594 1.01305 1.34597 0.892274 0.674974 5.34891 2.65834 0.567036 143.484 1.72427 1.16066 141.76 139.203 0.82547 2.69057
internal_count=4034 771 757 278 3263 277 258 254 229 2986 350 322 98 224 123 94 101 83 75 61 210 161 105 2636 108 80 2528 2489 53 49
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 2 2 2 2 1 2 1 2 0 0 1 1 0 0 2 2 2 1 1 1 0 1 1 1 1
split_gain=0.0353155 0.275985 0.131357 0.0881396 0.0536868 0.331569 0.199397 0.304665 0.313572 0.296446 0.157011 0.10636 0.190998 0.105905 0.193162 0.293905 0.211945 0.194185 0.100436 0.152237 0.140965 0.151572 0.0970638 0.249712 0.324136 0.202897 0.583423 0.20031 0.171237 0.0848677
threshold=0.46476153410000004 0.4662734648500001 42.522337019050006 42.536568606950006 0.5654770815500002 39.051326806600009 40.94178426300001 42.283941020600004 42.558389508100007 0.44805544745000009 33.151194885250007 0.44922307715000004 39.458743938000005 0.56341127510000011 0.56294721715000018 0.45036076765000005 0.44805544745000009 0.55074698365000019 0.55769288345000012 41.092444989200011 36.010074051050005 40.844669808050007 0.42780156285000009 0.42922367590000005 0.43590012275000006 0.54499865270000014 0.43401395170000007 0.42114008565000011 0.41988263825000011 0.43639411995000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 13 10 11 -8 -9 -10 -6 -7 -13 14 15 16 17 22 19 20 -19 -22 27 -24 25 26 -25 28 -1 -20
right_child=1 2 3 -5 5 6 7 8 9 -11 -12 12 -14 -15 -16 -17 -18 18 29 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00057877685299990598 0.036826746036230658 -0.10708891075973898 0.10201924250403574 -0.10022455574452981 0.065833938630389735 0.066090578872919636 -0.072501101209760402 0.06579437323868001 -0.10705395454249517 0.0062958519005404433 -0.1061813904342053 0.051341673723327708 -0.013025154510419601 -0.025728443957885774 0.041604275134130585 -0.051668825927408568 0.045472626920440989 0.0037381150535760639 -0.10510510655345312 0.017343172242310016 -0.10469142636182023 -0.020551912058800869 0.097402382861183426 -0.10663954422403057 0.092790754417551566 -0.076289634001466849 0.10558252849738144 -0.027198318368435448 0.027080586727741676 -0.027187913245029241
leaf_weight=136.6515169726074 0.42693432168743939 0.32744171818876566 0.05866839736700058 0.034058096513945202 0.063110113711444593 0.81051660748198662 0.50396038964390788 0.77774907462298903 0.26776851826411974 1.6680642056903705 0.33333421376391925 1.0363225779146885 0.83040435895236431 1.5474590594676545 1.1382848595967505 1.0822730410236534 1.0466973967268121 0.53404320405388694 0.26247153129952483 0.83931952744387661 0.41922330608940683 0.43757644295692444 0.36924490684577804 0.22350887515631235 0.31018450970441336 0.42561736307106912 0.30811447969426808 2.55607525340747 2.4823604561388484 0.29907377450581407
leaf_count=2469 14 479 1 277 15 21 27 12 66 86 104 10 37 43 14 27 10 8 39 38 56 2 17 30 23 10 28 39 20 12
internal_value=0.000565301 -0.019798 -0.0773346 0.0277358 0.000675016 0.00972605 0.0156796 -0.0010971 0.0121639 -0.00938294 -0.0787982 0.0358421 0.0227084 0.000297748 0.000567349 0.000252256 0.000634091 0.000312897 -0.0258077 -0.01629 -0.0365863 -0.0617205 0.000821673 0.025035 0.00395186 -0.0248355 0.0163586 0.000541983 0.00105161 -0.0636071
internal_weight=158.071 0.847103 0.420168 0.0927265 157.224 6.29123 5.89479 3.21754 2.71358 1.93583 0.396444 2.67724 1.86673 150.933 149.386 148.247 147.165 146.118 2.79171 2.23016 1.39084 0.8568 143.327 1.63667 1.26743 0.957241 0.531623 141.69 139.134 0.561545
internal_count=4034 771 757 278 3263 378 259 191 164 152 119 68 47 2885 2842 2828 2801 2791 155 104 66 58 2636 108 91 68 58 2528 2489 51
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 2 1 2 2 0 2 2 0 1 0 2 2 2 2 2 2 1 0 2 2 2 1 2 0
split_gain=0.19356 0.694655 0.596946 0.315491 0.747129 0.294141 0.311788 0.491268 0.517162 0.962625 0.24684 0.370826 0.955264 0.525831 0.535945 0.755943 0.434089 1.22323 0.44052 1.08905 0.352207 0.389181 0.264059 0.486584 0.305904 0.627863 0.410127 0.870239 0.684751 0.388285
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.37668033890000002 0.51505942935000004 37.784765830350004 39.952536079750011 0.37286308795000006 40.137820134150012 47.927946529500012 0.48068920095000006 41.872294782850005 42.686561923500008 0.47769527860000011 0.34542378970000004 0.47464147780000004 42.865207177650007 43.426640904350009 43.631818398850008 44.169240047700008 41.385032804600009 41.32819714970001 0.35374689380000007 0.49787431515000008 41.319407281650008 41.872294782850005 42.779078631750004 0.34554354660000003 42.47354681640001 0.48597347385000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 -4 -5 -2 -7 -8 -9 -10 11 20 13 14 15 -13 -14 -18 -19 -20 21 -1 24 -24 29 -26 27 -27 -29 -12
right_child=2 -3 3 4 -6 6 7 8 9 -11 22 12 16 -15 -16 -17 17 18 19 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00013126561848209536 0.00014481996291686272 0.0011886376391909668 -0.0010386372683855406 0.001960775446897307 9.8679565020971371e-05 -0.0024690229520243625 0.00075924125579257095 0.001147627324754708 -0.0024330120985958424 0.0012211049107815105 0.00040435922571166943 0.00082079584908585287 0.00081569547985793037 -0.0021446138450989982 0.0004864436512407063 -0.0022580770495298067 -0.0021804049533788112 0.001341750514976226 -0.0022368452080617036 0.00018386637446145859 0.00053826603405369349 -0.00095544148241333553 -0.00077039729188804003 0.00021252247731915543 -0.00027119628373664971 -0.00047974078126639916 8.3032904876850574e-05 0.00050235445307701427 0.0015763495723779561 0.0012255363882784397
leaf_weight=24.98715121951864 1.2749886696401507 2.6249776892364016 0.91093955363612522 0.83968363213352759 61.763282704700714 0.45751453593038638 0.65191986394347656 0.30235824992996629 1.2830182231964498 0.35355250920838432 12.01513111963868 0.43902714378419094 2.4938956064434015 1.154343207599595 1.0952656505978664 1.0163991320878265 0.98080902831861649 1.0096648851031194 0.78132945332617865 8.3581894462986366 8.3538406138104602 1.3347067870199669 2.5290875486098221 8.2618187691550684 7.736104384064677 2.30534250289202 10.255665212869642 7.0138739794492704 3.3833532650023699 2.7138129088561973
leaf_count=472 22 30 12 9 2187 24 9 5 87 9 71 48 35 44 24 34 108 28 56 198 86 8 48 83 61 17 76 30 61 52
internal_value=0.00014149 0.000191977 5.89968e-05 0.000106986 0.000123656 -0.000646 -0.000976763 -0.000713247 -0.00120834 -0.0016436 0.000167802 7.04401e-05 -0.000163778 -0.00104657 -0.000549643 -0.00132934 7.62994e-05 -8.9377e-05 0.000112698 -2.30781e-05 0.000187489 7.61618e-05 0.000257873 -1.78465e-05 0.000323374 0.000211908 0.000374697 0.000610178 0.000851842 0.000555661
internal_weight=178.681 110.844 67.8373 63.5139 62.603 4.32335 3.04836 2.59085 1.93893 1.63657 108.219 52.0046 17.3289 3.70504 2.55069 1.45543 13.6239 11.13 10.1492 9.13952 34.6757 26.3219 56.2142 10.7909 45.4233 30.6943 22.9582 12.7026 10.3972 14.7289
internal_count=4034 1670 2364 2208 2196 156 134 110 101 96 1640 1141 575 150 106 82 425 390 282 254 566 480 499 131 368 245 184 108 91 123
is_linear=0
shrinkage=0.00196078


Tree=991
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 0 0 2 1 0 2 1 1 1 1 1 2 1 2 2 0 1 0 2 2 1 2 0 2 0
split_gain=0.175702 0.110991 0.592461 0.558037 0.482176 0.189495 0.181911 0.199957 0.261945 0.254965 0.28138 0.781281 0.197826 0.49253 0.497009 0.490834 0.166753 0.372787 0.595465 0.238999 0.621726 1.31305 0.670113 0.324413 1.41511 0.261689 0.229291 0.224785 0.206742 0.392255
threshold=0.57537199485000012 0.39606598605000004 0.31060447290000009 49.122847560300009 0.39498817400000003 0.37331217625000007 0.39718870690000002 43.961868063600001 0.4019490434500001 0.42569084760000003 47.709122305950011 0.35862698720000002 0.3782970569500001 0.39162001140000008 0.39193437325000008 0.39670967935000007 43.384297312450009 0.34623214870000002 43.525909308350002 42.779078631750004 0.50339810185000011 0.34623214870000002 0.51675099550000014 43.077238082650005 43.018222997350009 0.34527409360000011 43.847983878700006 0.48119816770000007 42.67709657435001 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 16 9 -9 11 -11 -12 -14 -15 -16 19 -18 -19 28 21 23 -22 24 27 -25 -20 -21 -8 -30
right_child=-2 6 -4 -5 -6 -7 7 8 -10 10 12 -13 13 14 15 -17 17 18 26 20 22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00040358444164406004 -0.00065323712487395014 0.00050539146250961481 -0.0024663492216312069 -0.0020762454768236322 0.0021071866973402897 -0.0020286656005675772 0.00012864713885686973 -0.0020653577978875931 -0.0020006863040358145 0.00018766221679563877 0.00086751589880318695 -0.0021094640738004559 -0.0013897085160017092 0.0021094823809955322 -0.0021041997574887707 0.0014386091770990661 -0.00034459676896851139 0.0017376076374013916 -0.00021748673669492376 9.2298724279550319e-05 0.0014797714145077532 -0.0017985571780162709 -0.00025087801453111937 -4.9518311022824695e-06 0.0020285761728578169 -0.0012053800648893695 0.0007918873344930239 -0.0010206974757504372 0.001738822478158883 0.00025474515073244997
leaf_weight=0.34479361434932687 1.1253139895673019 4.8010216031834707 0.39994774560727808 0.31460933387279499 0.58650693297386169 0.19157999186063535 145.02620419160212 0.25157848047092457 0.30237606863192912 1.835897548007779 1.471512475050986 0.82506241454393592 0.70044052856974293 0.52058163844048955 0.33241957434802316 0.2745015422697179 1.7489652437507164 1.5055552519625051 1.8251843483885752 1.4511897077609304 1.6279892118182027 2.0359908715399797 1.8238427260221213 1.6409830137854444 1.3075935469823887 1.2152317498112095 1.6451635159246505 1.3435683064162729 0.8775889088865364 3.1156686342437752
leaf_count=13 933 30 46 10 3 119 1899 38 209 56 16 161 12 3 31 13 32 21 58 30 18 38 49 21 16 34 15 18 12 80
internal_value=0.000119156 0.000123949 -0.000355515 0.000231776 0.000878438 -0.000465158 0.000128857 0.000118509 -0.000218553 -0.000131806 -5.01941e-05 -0.000524589 0.000332398 -9.83768e-05 0.00070384 -0.000501839 0.000131564 0.000434091 0.00070779 0.000118964 -0.000142064 -0.000413547 0.000565349 -8.30957e-06 0.000344953 -0.000515697 0.00026102 -0.00044277 0.000140766 0.000580897
internal_weight=182.469 181.344 1.83744 1.43749 1.12288 0.536374 179.506 174.705 6.51437 6.21199 5.96042 2.66096 3.29946 1.82794 1.1275 0.606921 168.191 6.72487 4.9759 161.466 12.4464 8.99456 3.45183 6.95857 4.10235 2.85621 3.47035 2.79476 149.019 3.99326
internal_count=4034 3101 191 145 135 132 2910 2880 539 330 292 217 75 59 47 44 2341 126 94 2215 224 157 67 119 64 55 73 48 1991 92
is_linear=0
shrinkage=0.00196078


Tree=992
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 2 0 2 2 1 1 2 0 0 2 2 1 2 2 2 0 0 1 2 2 1 2 1 1 0
split_gain=0.159388 0.361578 0.476845 0.500181 0.522677 0.475603 0.34977 0.280906 0.763042 0.477524 0.771691 0.501966 0.675244 1.11239 0.775999 0.367927 0.381159 0.470644 0.316613 0.260279 0.67197 0.620276 1.02246 1.27701 0.652999 0.614167 0.456962 0.404005 1.32323 0.913253
threshold=0.47883296910000012 0.35374689380000007 0.49787431515000008 0.35862698720000002 0.49830843385000007 40.040005255000004 0.4784437592000001 40.563919884450009 40.241071441700008 0.34569324270000007 0.34554354660000003 42.824128352900011 0.47976108500000009 0.4815274992000001 41.50623664750001 41.319407281650008 0.3459626957000001 41.872294782850005 39.749124837650008 35.419594101850009 0.50278434775000014 0.5054040298000001 0.37668033890000002 39.861052345600008 42.558389508100007 0.37003383130000006 35.171584490050009 0.38370108680000009 0.38552737940000009 0.52005927965000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 7 5 -4 -5 -3 -1 8 18 10 11 12 -9 -14 -15 -11 -17 -18 -2 26 -21 25 23 -23 -25 -22 -6 -24 -29 -30
right_child=1 2 3 4 19 -7 -8 9 -10 15 -12 -13 13 14 -16 16 17 -19 -20 20 21 22 27 24 -26 -27 -28 28 29 -31
leaf_value=5.2548599632245962e-05 0.00074579890106676872 -0.0002108940691607615 0.0020034698305048588 0.0018874901180125031 0.00028767106002589981 -0.0017776289252505056 -0.00070557871660467382 0.00069347051794918491 0.0013417257689719434 0.0010657098987245067 -0.00092605299992229537 0.0006245855019980359 -0.0012873999549662509 0.00066784271867697555 -0.00057139700590316594 0.00066584436330128377 -0.00061706359536581518 0.00029600922087579711 -4.7558937381686379e-05 -0.0007988954096658648 0.0016603964702091843 0.00039369168939664887 0.00074272283965216065 -0.0026272672162667436 -0.00055421182105902436 4.7064496174543945e-05 0.0021324951384166443 -0.0030045616606841062 -0.0022558735726622243 0.00011639768480139357
leaf_weight=35.158446746772825 2.9557870198041183 3.0343778328970066 0.5252937376499166 0.61292951402719964 4.6960871257163026 0.98730420596075408 2.5064845574088386 3.4714720821939471 3.2590300394222131 2.7698214054107693 3.0277782138437024 5.7638331651687613 3.1270931977778655 4.2124598696827888 3.6055375300347805 7.213566584512594 2.7462018430232993 10.351606184616683 5.5943528078496456 3.499681773606425 1.8533806521445506 1.7181850466877211 3.5594837439712128 1.4846881935372951 0.96316464635310683 1.7769891170246408 0.57996659576474474 0.53591436959686589 0.63075222103907336 57.514761373799502
leaf_count=999 25 44 10 8 247 41 31 23 36 24 32 37 26 41 33 83 33 60 29 52 15 16 41 38 16 26 13 10 36 1909
internal_value=0.000115501 0.000145565 6.32858e-05 9.64248e-05 8.38123e-05 -0.00059552 2.09757e-06 0.000264488 0.000534422 0.000195623 -2.98452e-06 0.000135509 -6.00274e-05 -0.000299016 9.63248e-05 0.000395323 0.000303904 0.000104566 0.000226705 6.97851e-05 3.96029e-05 8.15016e-05 3.83571e-05 -0.000902064 -0.00181158 0.000870705 0.000490462 0.000101303 6.23962e-05 9.06637e-05
internal_weight=179.736 142.072 83.973 79.9513 79.426 4.02168 37.6649 58.0985 11.8092 46.2894 23.2082 20.1804 14.4166 10.9451 7.818 23.0812 20.3114 13.0978 8.55014 78.8131 73.537 70.0373 66.4069 4.16604 2.44785 3.63037 5.27605 62.2409 58.6814 58.1455
internal_count=4034 3004 2522 2437 2427 85 1030 482 90 392 192 160 123 100 74 200 176 93 54 2419 2159 2107 2066 70 54 41 260 1996 1955 1945
is_linear=0
shrinkage=0.00196078


Tree=993
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 2 0 2 2 2 2 1 2 0 1 0 1 0 1 1 1 0 0 2 2 1 0 1 2
split_gain=0.0363316 0.248652 0.191471 0.256064 0.396937 0.220372 0.196955 0.207899 0.15339 0.279752 0.217703 0.261004 0.197728 0.633333 1.19577 0.560754 0.553661 0.517506 0.292469 0.286601 0.207122 0.218708 0.179507 0.628526 0.304189 0.560116 0.226179 0.322771 0.171164 0.159618
threshold=40.633548727200008 40.80591513400001 40.316494640950005 0.39591628995000006 0.41853537320000006 40.467253020850002 40.206947806850003 0.48386275860000011 40.137820134150012 40.040005255000004 39.896141435400004 39.861052345600008 0.34524415440000006 39.458743938000005 0.50465554925000011 0.34494476210000008 0.52432561900000019 0.40099098830000007 0.48098859315000003 0.35738450945000005 0.36042334060000009 0.36359689830000008 0.47700667645000011 0.47464147780000004 38.969453495950006 38.121007182500009 0.34398670700000006 0.46989611090000011 0.35471991855000007 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 8 -8 9 10 11 12 15 18 -15 22 -16 -18 28 -20 -21 -22 23 24 25 26 27 29 -14 -1
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 14 16 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.056023950658747657 -0.022488252862115254 0.00077414869212686895 0.046946835476034801 0.025388509740948469 -0.042627583050460056 0.0097666001969998559 0.0060120867978367592 -0.045358901975127708 0.028430290003240623 -0.035686769328048769 0.023635047886260349 -0.054138373016860447 0.087481818280851262 -0.11746839333436183 0.029919099398586002 0.082106387757125171 -0.11924875309409413 -0.012870347519676223 -0.058662720393942873 0.06566925576867752 -0.055785250385791324 0.0036384169997341052 -0.017268782517696795 0.11241858531133382 0.045483981950113987 -0.12685411901600238 -0.057246526070884055 0.10821479293147906 0.011488150465721549 -0.015123675549793342
leaf_weight=0.40200383496312442 4.8496548890798286 87.499109531378053 3.0216427898267266 1.8310031862492908 1.6146626217960145 3.3744742201524787 1.3661823775619262 1.8608583471686868 2.0832435712109136 2.0239673265168667 4.3396878504026963 0.8675444427981337 0.64110801123388472 1.2846169425174583 2.0655356273055077 1.0861103649031063 0.62223041267134283 1.7253536452417391 0.76302536949515598 0.52506778016686695 0.63402810529805975 26.780391365710898 2.4063899330794811 0.59496900532394636 1.1996132409549316 0.38407936942530785 0.51779534035267705 0.32496558129787434 0.55121534750560386 1.4624862105702048
leaf_count=77 111 2364 32 11 39 39 9 36 31 30 63 21 20 14 23 12 29 39 12 19 11 810 20 5 16 13 32 5 32 59
internal_value=0.000835067 -0.000447466 0.00262004 0.0154922 -0.0064843 0.0273312 0.000378317 -0.0236108 0.00183113 0.000748899 0.00224844 0.000178539 0.00125021 -0.00200331 -0.0325584 0.0150715 -0.00784188 -0.0410661 0.00382027 0.00180432 0.00345567 0.00226409 0.00508743 0.0160982 0.00274273 -0.0138433 0.00218959 0.0162459 0.0523497 0.000216507
internal_weight=158.703 92.3488 66.3543 9.84178 3.44567 6.39612 56.5125 3.22704 53.2854 51.2022 49.1782 44.8385 43.971 35.5926 5.69774 8.37841 4.41312 2.34758 29.8948 28.7025 27.9395 27.4144 7.2923 4.88591 4.29094 3.09133 2.70725 2.18946 1.19232 1.86449
internal_count=4034 2475 1559 121 50 71 1438 45 1393 1362 1332 1269 1248 1009 105 239 91 68 904 852 840 821 227 207 202 186 173 141 52 136
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 2 2 2 2 1 2 0 1 2 0 1 0 0 1 2 2 1 1 0 1 0 2 0 1 1
split_gain=0.197475 0.360449 0.515666 0.593872 0.430965 0.328387 0.531385 0.457878 0.411569 1.8311 0.688245 0.327762 0.32133 0.279553 0.781981 0.55452 0.477595 0.46784 1.00041 1.04914 0.731562 0.409938 1.21592 0.672102 0.580579 0.87851 0.825648 0.412259 0.916994 0.297638
threshold=0.47883296910000012 0.35862698720000002 0.49787431515000008 0.49830843385000007 0.49649711085000009 43.047778594550003 42.824128352900011 43.487767439550005 42.283941020600004 0.34554354660000003 42.622319549950006 0.4784437592000001 0.35165114815000004 36.010074051050005 0.50278434775000014 0.36575252235000005 0.50008981770000005 0.5054040298000001 0.37668033890000002 39.861052345600008 42.558389508100007 0.38370108680000009 0.38552737940000009 0.52005927965000021 0.38906020780000011 0.5216909673500002 36.491284729650012 0.52366695610000014 0.39072183470000005 0.39408999735000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 -3 -4 5 6 8 -7 -2 -10 -11 -1 -6 16 15 -15 -5 -16 19 -19 -21 -20 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 2 3 13 12 7 -8 -9 9 10 -12 -13 -14 14 17 -17 -18 18 21 20 -22 22 23 24 25 26 27 28 29 -31
leaf_value=2.6360184661485544e-05 0.00028674901538905975 -0.0010395972574267641 0.0018904366008011151 0.0014562874958423959 0.00035720646199911929 -0.00061361150110618684 0.0010151944702389804 0.00036783013110217055 -0.0015603935986433985 -0.00021684044294964852 0.0012255044988333354 -0.00069801670067217532 0.0015708375086602997 -0.0016793120351488637 0.00078277763903091165 -2.765030666158961e-05 0.00017328453252545418 0.0003256440072837026 0.00074354377742100316 -0.0026418753283701676 -0.00047575451977481271 -0.0028728786318349946 -0.0022066224151172206 0.00097340870804324441 -0.0021405164435418927 -0.0025533561476131306 0.00065940489733175278 -0.0023223996059044067 -0.00057435490362442714 0.0001175950140820068
leaf_weight=36.925686212595792 42.032253738492727 1.6410391881090607 0.68370164884254236 1.3935187906026829 1.7818325776606792 4.1275432854890814 3.3696608394384375 3.2798479050397873 2.5603353809565297 2.6633317829109728 2.4346591904759407 2.568592970725148 1.5847483128309248 1.7358819362707429 3.2988924309029235 1.4214687414259968 5.5909127617956074 1.5818524211645115 3.4661828329553819 1.411936152726412 1.0416913318913428 0.54235353623516758 0.49114063165597954 2.7635006709024301 0.69370040425564994 0.45359136342085449 4.6695989152940447 0.61886987439356644 2.5267353414674281 44.166247805976127
leaf_count=999 295 51 8 14 18 21 30 23 29 16 61 31 33 20 39 30 284 15 40 38 16 10 35 24 18 50 46 9 105 1626
internal_value=0.000102077 0.000135758 4.82419e-05 7.09682e-05 0.000245702 0.000207687 0.000261676 -0.000179048 0.000210578 -0.000207482 0.000471984 -2.07512e-05 0.000928498 5.49928e-05 1.81142e-05 -0.000935719 0.000429267 6.25812e-05 2.57048e-05 -0.000919501 -0.00172225 8.88649e-05 4.90018e-05 7.71074e-05 9.71752e-05 5.15977e-05 8.05988e-05 0.000103583 4.8724e-05 8.0151e-05
internal_weight=183.521 144.027 80.1928 78.5518 63.8342 60.4676 53.0602 7.40739 49.6906 7.65833 5.09799 39.4943 3.36658 77.8681 70.8836 3.15735 6.98443 67.7263 64.4274 4.03548 2.45363 60.3919 56.9257 56.3834 55.8922 53.1287 52.435 51.9815 47.3119 46.693
internal_count=4034 3004 2478 2427 526 475 431 44 401 106 77 1030 51 2419 2121 50 298 2071 2032 69 54 1963 1923 1913 1878 1854 1836 1786 1740 1731
is_linear=0
shrinkage=0.00196078


Tree=995
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 1 1 0 1 1 1 1 1 2 0 0 0 2 0 1 0 2 2 0 1 2 1 1 2
split_gain=0.0467435 0.35979 0.202736 0.184133 0.165923 0.276083 0.565054 0.266152 0.184865 0.175694 0.623707 0.174466 0.17216 0.276277 0.573647 0.265197 0.432316 0.222196 0.212588 0.720455 0.597612 0.300091 0.220019 0.856983 0.300287 0.938981 1.09636 0.360135 1.01116 0.311555
threshold=0.48068920095000006 0.34467530910000005 0.34485494450000004 0.48098859315000003 0.48244064550000004 0.3453339720000001 0.34542378970000004 0.34560342505000002 0.48271009850000007 0.34566330350000002 0.34575312120000007 0.34614233110000009 0.35862698720000002 0.34739977845000009 42.779078631750004 0.49787431515000008 0.49830843385000007 0.49880243110000005 36.010074051050005 0.50008981770000005 0.36491422415000008 0.50008981770000005 36.491284729650012 36.242939472700009 0.5054040298000001 0.37668033890000002 39.861052345600008 0.38370108680000009 0.38552737940000009 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 -6 -7 -5 11 -10 -11 -8 13 -12 -15 -14 -17 -18 19 -19 -20 -22 23 -23 29 26 -26 -27 -29 -24
right_child=1 2 3 4 5 6 8 -9 9 10 12 -13 15 14 -16 16 17 18 20 -21 21 22 24 -25 25 27 -28 28 -30 -31
leaf_value=-0.0018413684210088523 0.045480513263671141 -0.028376883582846481 0.028792637077623681 -0.030878565242469666 0.027199813968366696 -0.10354815760592212 0.10024266761958472 0.0029587475799106194 0.026673855875304599 -0.076178354005329837 0.00015669225857076479 0.010664097739451607 -0.045260586215364579 0.045133974954593752 -0.018715049624374491 0.094626276676692045 -0.06387512236716017 0.10641185147507065 -0.073335419802498289 0.0041504461373042889 -0.065887663901693136 0.03554191711025867 0.063208102264834198 -0.15925422255502275 0.019386395248412819 0.03647419596626459 -0.1100145036023613 -0.14227853360723361 0.0017247466027177586 0.005567093629769258
leaf_weight=45.994102338283255 1.8665622025728215 2.2688076943159095 2.4744973722845307 4.0382241271436197 4.3025954216718665 0.51130855455994506 0.36513330414891143 5.4776955669767631 2.6739715971052638 1.0440149456262577 10.064793325960638 0.53745469450950623 1.3049295370792595 4.7677712792064986 1.9963207785040138 0.48192704370012407 0.54740921035408874 0.80263105034828086 1.1399403528776009 4.8639011828480534 0.68885441411839465 0.52671642491009052 1.5296432133764022 0.39537407665898172 1.0959103573113673 2.9133556911256155 1.6265296753554137 0.4924735360982585 49.397446228963418 2.4232276722077586
leaf_count=1151 12 19 16 34 34 5 50 30 29 16 69 2 48 67 25 8 12 7 12 284 12 31 11 25 12 40 51 10 1860 52
internal_value=0.000844878 0.00194195 0.00120818 0.00182691 0.00119747 0.00243986 0.0012843 -0.0114006 0.00186896 0.0014212 0.000654773 0.0469022 0.00157616 0.0106605 0.0262899 -0.000600672 0.000244852 -0.000419711 9.1896e-05 0.0186352 -0.00159663 -0.000257973 0.000490517 -0.0479828 0.00124199 -0.000653826 -0.0579245 0.00229895 0.000303261 0.0278724
internal_weight=158.614 112.619 110.753 108.484 106.01 96.4936 92.191 9.51592 91.6797 90.7771 88.1032 0.902588 87.0592 16.8289 6.76409 70.2303 68.9253 68.4434 67.896 5.66653 62.2295 61.0895 60.4007 0.922091 59.4786 55.5257 2.72244 52.8033 49.8899 3.95287
internal_count=4034 2883 2871 2852 2836 2772 2738 64 2733 2681 2652 52 2636 161 92 2475 2427 2419 2407 291 2116 2104 2092 56 2036 1973 63 1910 1870 63
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 0 1 0 2 0 1 2 2 1 0 1 2 1 1 2 2 2 1 1 2 1 1 2 0
split_gain=0.178555 0.150073 0.425585 0.266765 0.230643 0.252817 0.228963 0.828257 0.391711 0.884702 0.340141 0.264141 0.233589 0.553005 0.357737 0.460602 0.252262 0.251392 0.20626 0.536916 0.68136 0.510341 1.3651 0.946837 0.862949 0.494665 0.243978 0.214309 0.426815 0.818463
threshold=0.57537199485000012 0.47721625100000004 0.47754558250000007 0.47709649410000005 0.34587287805000005 44.756878345700009 0.47883296910000012 0.34488488370000009 0.4778150355000001 40.316494640950005 0.47916230050000003 0.3453339720000001 44.262924377150007 47.709122305950011 0.3782970569500001 0.53158588065000012 0.39193437325000008 48.96897326980001 0.34545372890000009 0.34569324270000007 41.218101594450012 42.824128352900011 41.827117825850003 0.34521421515000011 0.34488488370000009 42.719328117250008 0.3447052483500001 0.35374689380000007 42.779078631750004 0.49336846205000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -4 -9 -10 -8 -11 18 -14 -15 -16 -17 -18 21 20 -20 22 23 24 26 -22 -12 28 29 -21
right_child=-2 2 6 -5 5 -7 10 8 9 11 12 -13 13 14 15 16 17 -19 19 27 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.7477022340189803e-05 -0.00066310541457648739 0.00079470673488105331 -0.0010579500028769064 -0.0008115051377322694 -0.0020519373352313412 0.00018299812359292872 0.00083756910419139632 0.00060781894668176606 0.0010160206132621566 -0.0012046608970366301 0.00013360343565244648 -0.00023785342352031512 -0.0018698874985910087 0.0015321667177690915 -0.0024618872093390971 0.00083011212237837418 -0.0020988170151481095 0.00033601545666088364 0.00016066317784851515 0.00025562999110424539 -0.0017555766118644393 0.00086935212224067125 -0.00082486770996403544 0.0012587327396995783 -0.00071097535458102587 -0.00024262988081852669 0.00087109047641989045 8.5124164843935167e-05 -0.00024498036168532481 0.0013757002396525867
leaf_weight=20.721244691588261 1.1622637119653507 3.6155124586075535 2.9023065292276433 1.601623682770877 0.42399364514312665 0.359672243706882 2.6173536274582139 3.997747600078581 1.7195673100650308 1.8557234830223022 3.2992220968008095 2.6209460985846817 0.75350309399618653 0.5001920587383214 0.32344461628963461 0.83992598904296734 0.30396036966703832 0.35163528399425559 3.6571956276893607 17.994907382875688 1.8165527000091972 4.8586909770965567 4.212681987322866 3.9705496951937667 3.2111486326903105 1.5311805251985786 3.6136902198195457 77.247369445703953 4.6510310024023047 2.9144720658659926
leaf_count=713 933 30 23 17 97 55 15 27 11 20 27 37 181 7 58 8 16 49 16 166 27 29 35 36 24 17 16 1275 33 36
internal_value=0.00010294 0.000107929 0.000129854 -3.95091e-05 1.79869e-05 -0.00102619 0.000114015 -0.000133808 0.000129302 -0.000179432 0.00013742 -0.000638626 0.000123951 -0.000410537 6.3611e-05 -0.000340223 0.000118641 -0.00079287 0.000136301 0.000100832 -0.00042442 0.000304432 0.000154504 0.000447224 0.000128959 -0.00106359 0.000519121 0.000136621 0.000292251 0.000411752
internal_weight=179.649 178.487 155.381 23.1065 21.5049 0.783666 151.765 13.0963 10.194 6.19624 138.669 4.47667 136.051 3.07266 2.31916 1.81897 1.49552 0.655596 132.979 109.813 7.00493 23.166 18.3073 14.0946 10.1241 3.34773 6.91291 102.808 25.5604 20.9094
internal_count=4034 3101 2219 882 865 152 2189 118 95 68 2071 57 2056 319 138 131 73 65 1737 1570 60 167 138 103 67 44 43 1510 235 202
is_linear=0
shrinkage=0.00196078


Tree=997
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 0 2 2 2 1 2 2 1 1 0 0 0 1 2 1 2 0 1 2 0 0 0 1 1
split_gain=0.154466 0.56529 0.403174 0.623577 0.869518 0.279209 0.270915 0.33219 0.25611 0.377151 0.394715 0.706947 1.01797 0.250119 0.225793 0.849823 0.576052 0.527239 0.654329 0.393096 0.969822 0.539329 0.454632 0.826055 0.242079 0.233687 0.282703 0.230276 0.608059 0.226424
threshold=0.37078231190000005 0.36945001650000003 0.51401155655000019 0.37413550490000008 0.51505942935000004 43.89540535710001 0.53158588065000012 47.709122305950011 37.784765830350004 39.952536079750011 0.37286308795000006 40.040005255000004 47.927946529500012 0.39193437325000008 0.38906020780000011 0.5223196910500002 0.5231430197000001 0.53544804050000006 0.39900002995000006 41.385032804600009 0.39542229275000007 40.340071172300007 0.52453519355000011 0.39814676205000005 36.79544512155001 0.5398790455000001 0.54064249575000012 0.52770875125000016 0.39045238170000002 0.38733870245000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 14 -7 -8 -2 -10 -11 -12 -13 -9 29 -16 -17 18 19 21 -21 24 -22 -24 -18 -19 -27 28 -26 -6
right_child=2 -3 3 4 5 6 7 13 9 10 11 12 -14 -15 15 16 17 25 -20 20 22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00013960224406698151 0.0001519035949996017 0.0010989666923576715 -0.0023986135016411622 0.0019898304882559558 0.00013967145655407798 -0.0025460487447629089 -0.0020618222308948797 0.00079206848509392103 -0.0025289971059113394 0.00080593070869292699 0.0016273860161746391 -0.0024262770012009457 0.0012795906272536968 -0.00091101789105349127 -0.001202355605496199 0.00093589090338796761 0.00037315161802184421 0.00038293677457110155 -0.0021440249094205805 -0.002241448263090166 0.0019129423835587518 0.0011171034203929678 -0.0020675451656506105 0.0020149446191295522 6.8485384656787304e-05 -0.0011149328887268904 8.2753624824041368e-05 -5.067503971749676e-05 -0.0023821257978241454 0.00087608591354579096
leaf_weight=110.98262550348454 1.4151723154354829 2.4127030391246072 0.38747894414700468 0.91903895133873348 4.0495848078280678 0.25450684406859991 0.3565675051177094 0.77681245235726215 0.44371172417231752 0.60895578138297457 0.32463182881474484 1.2049675358557577 0.37325523585604958 0.57838971577712073 2.0053770571503255 2.977298514917492 1.4773318606894426 11.295905461534856 0.74223163993156127 1.1026600298937412 0.4303828068077562 1.3861140962690113 0.52114712994080037 0.3003895552828908 0.80112444609403632 0.7784454300999667 28.446077219765357 1.5258279014378784 0.75721177645027637 2.6594056934118271
leaf_count=1640 22 30 7 9 34 148 200 8 24 9 2 90 9 239 35 21 23 61 39 57 3 28 53 2 6 10 1132 25 49 19
internal_value=0.000115524 0.000160015 4.23008e-05 8.13366e-05 9.63179e-05 6.87928e-05 -0.000658504 -0.000377862 -0.000534027 -0.000862467 -0.000568074 -0.00100779 -0.00154983 6.52045e-05 9.21383e-05 5.0389e-05 9.82025e-05 4.78836e-05 -0.000380165 -0.000222473 -0.000900579 4.59801e-05 0.000280426 -0.000574809 -0.000279505 0.000143427 5.08512e-05 -0.000592131 -0.00112229 0.000431582
internal_weight=182.295 113.395 68.9 64.5293 64.1418 63.2228 1.96628 1.71177 4.37069 2.95552 2.51181 1.90285 1.57822 1.3552 61.2565 54.5475 52.5421 49.5648 9.04442 8.30219 2.35458 5.94761 1.25192 0.821537 4.5615 40.5204 29.2245 3.08416 1.55834 6.70899
internal_count=4034 1670 2364 2208 2201 2192 595 447 156 134 110 101 99 247 1597 1544 1509 1488 285 246 115 131 58 55 103 1203 1142 80 55 53
is_linear=0
shrinkage=0.00196078


Tree=998
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 0 1 2 2 0 2 0 1 2 2 2 1 0 0 0 2 2 2 1 2 2 2 2 0
split_gain=0.0400796 0.308022 0.203347 0.100443 0.361675 0.238912 0.306281 0.179756 0.175795 0.131426 0.274608 0.266193 0.112762 0.214556 0.0980182 0.0921818 0.565638 0.554196 0.935352 0.240556 0.328947 0.316292 1.2072 0.713738 0.684165 1.3926 0.430675 0.556346 0.294173 0.845547
threshold=0.47883296910000012 0.4784437592000001 0.47916230050000003 44.262924377150007 47.709122305950011 0.3782970569500001 0.53158588065000012 0.39193437325000008 48.96897326980001 43.631818398850008 0.49094338495000006 43.680097826700013 0.53866650695000018 0.37003383130000006 50.205949521800008 40.377444152000002 40.467253020850002 0.34479506600000004 0.47808448850000007 0.4778150355000001 0.47769527860000011 41.385032804600009 41.571132012400007 41.741384785950011 0.34536391125000004 40.80591513400001 41.872294782850005 42.434124620650003 42.719328117250008 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 9 -5 -6 -7 -8 -9 -4 -11 -12 13 -13 -10 17 -17 -1 -19 20 21 24 -23 -24 25 -18 -25 -28 -29 -30
right_child=2 -3 3 4 5 6 7 8 14 10 11 12 -14 -15 -16 16 19 18 -20 -21 -22 22 23 26 -26 -27 27 28 29 -31
leaf_value=0.0074553210648924803 0.031239290968296942 -0.038315005354999807 0.00098155703545141403 -0.091876405547866496 0.076183048512398585 -0.12459050289794633 0.038129138551718844 -0.10514809469014515 0.05635496889349495 0.054275977834180256 0.085840127834940272 0.008541392948348759 0.0088706604020792734 -0.080337069882268644 -0.10080475580953185 0.096339069607445801 0.018034545766584021 -0.12368404038431924 0.0058149784132284369 -0.025877869775764041 0.036045498276886453 0.092533039753646851 -0.11980938497958059 0.055564636715240957 0.037505970592531156 -0.15535733799627394 -0.083840875013397764 0.035604597236159538 0.0045599841664175095 -0.095183007744127301
leaf_weight=5.8856576308521671 2.2977565107867113 2.1980974473990491 116.6231820894152 0.53067829437463787 0.35115651180967677 0.21915881096583678 0.65777463559061267 0.22961626889082254 0.17004613896233423 1.4451605286449183 0.31890957479481619 0.55282164737582229 1.2555263526010092 0.5339490977130481 0.051765737051709948 0.64002753427485259 0.95034346351168186 0.99008572153729835 1.2773124836385248 2.8998597548343232 2.9034443423151961 1.4375086328800524 0.51260678810649452 1.277287357894237 0.96059559498098668 0.90363972211343935 0.8430251971076349 1.9473838492558551 6.836716078390964 0.97056634789623775
leaf_count=199 15 31 2256 223 7 58 8 43 42 12 10 6 123 47 154 7 69 82 8 40 15 12 18 16 11 32 69 40 272 109
internal_value=0.000943626 -0.00213236 0.00176481 0.00121393 -0.0199115 0.00282727 -0.0165646 0.00477945 -0.0438143 0.00160067 0.0191839 0.000127216 -0.0115428 -0.0351261 0.0196775 0.000413832 0.00364239 -0.00872689 -0.0507323 0.00099887 0.00498691 -0.000432478 0.00578829 -0.00427794 -0.0309886 -0.0664774 0.000709201 -0.00590225 0.000833418 -0.00783962
internal_weight=158.672 33.4342 125.238 122.94 2.2102 1.67952 1.32836 1.1092 0.451428 120.73 4.10637 2.66121 2.3423 1.08677 0.221812 31.2361 23.083 8.15306 2.2674 22.443 19.5431 16.6397 13.8251 12.3876 2.81458 1.85398 11.875 10.5977 9.75467 7.80728
internal_count=4034 1030 3004 2989 535 312 305 247 239 2454 198 186 176 53 196 999 710 289 90 703 663 648 536 524 112 101 506 490 421 381
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 0 1 1 1 1 0 0 1 2 2 2 2 2 1 0 0 2 2 1 1 0 2 2 1
split_gain=0.157292 0.13234 0.138579 0.110595 0.813577 0.726125 0.399699 0.996501 0.437519 0.36709 0.362554 1.04089 0.334089 0.462397 0.619879 0.366746 1.20412 0.83747 0.558455 0.35081 0.291244 0.257186 0.232648 0.329288 0.234121 0.512563 0.231026 0.228686 0.220891 0.207744
threshold=0.57537199485000012 0.44521122120000006 42.402981339000007 0.37078231190000005 0.36945001650000003 0.51401155655000019 0.5054040298000001 0.37473428940000003 0.37668033890000002 0.36533337325000009 0.37668033890000002 0.51505942935000004 0.48537468940000006 0.35651627195000007 43.426640904350009 41.319407281650008 40.241071441700008 38.625745710700009 43.157831852650006 0.34656148020000005 0.48898236580000004 0.48386275860000011 43.89540535710001 47.709122305950011 0.39162001140000008 0.39193437325000008 0.50008981770000005 48.96897326980001 44.952171034750002 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 6 7 -5 -8 12 -7 -12 13 21 -15 16 17 26 19 -17 -18 -1 29 -24 -25 -26 -14 -27 -16 -13
right_child=1 2 -4 5 -6 10 8 -9 -10 -11 11 22 15 14 28 18 20 -19 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=0.00012717496424987135 0.00033769936859745866 -0.0019823116597255451 -0.00028988483855589759 0.00091675356248445438 0.0012180711003047155 -0.0010434789529014099 -0.0021454213693875481 -0.001874517177336002 -0.00049369041497153443 -0.00044979836953500877 0.0020631627063465879 0.00042823921483689032 0.0010260508034022693 -0.0023320047506548941 0.0016405083786749577 0.00028847887720434426 0.0020597372471590578 -0.00098908834666004979 0.00084913738175396039 -0.00039224653372489795 0.00089229411789490593 -0.00056827763713460219 -0.0020613048798427181 -0.0011439743730174388 0.0020671315910778761 -0.0020836085701841814 0.0001293250193378588 0.00042035163950949697 -0.00085684571461207607 7.4826710737820504e-05
leaf_weight=77.311514552177869 0.36995020792892208 0.35549590407686082 0.3901549035131211 1.3869426855817431 2.703067533671855 1.0311402041115787 1.1079772493103521 0.76185007179446973 1.3901481311058885 4.0547598220400678 1.051527751085813 7.2782768607139579 2.3028085790574568 0.69165180989148101 0.28859135170932859 5.9265891164541227 2.026830911636353 1.804098763503134 3.4820307046174994 5.719613641500473 1.3815958849154411 2.0999592319130889 0.43973209750038122 0.5660072671016676 0.42350766900926828 0.27140801167115569 2.1228756681084633 0.29014126170113741 0.25781720178201795 52.678513898194069
leaf_count=1207 49 560 324 13 30 12 44 62 37 42 9 63 38 60 11 40 29 25 26 42 27 25 198 8 3 16 11 96 57 870
internal_value=0.00011292 -0.000621075 -0.00109676 0.000117447 0.000155387 5.54782e-05 -0.000692932 -7.28858e-05 -0.00122627 0.000129147 0.000109793 0.000128669 0.000151416 9.02463e-05 -0.00109882 0.00035061 0.000649545 0.000136911 0.000160159 -4.58349e-05 0.00158652 0.000108784 9.58324e-05 -0.000563604 -0.000139 0.000438451 0.000595917 -0.000789862 0.000462158 0.000117728
internal_weight=181.967 1.1156 0.745651 180.851 112.174 68.6772 4.64692 2.14879 2.49813 109.471 64.0303 62.9991 105.416 80.6495 1.23806 24.7664 9.63821 6.22978 15.1282 11.6462 3.40843 79.4115 61.9476 1.9908 1.55106 0.985057 4.42568 0.561549 0.546409 59.9568
internal_count=4034 933 884 3101 1670 1431 156 75 81 1640 1275 1263 1598 1360 128 238 130 74 108 82 56 1232 1254 321 123 115 49 112 68 933
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
lst_pka_pred_nshell3=10813
atom_v_bur_frac_3_5_Cs=10019
atom_v_bur_frac_3_5_Hs_min=9168

parameters:
[boosting: dart]
[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:[]
